diff --git a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceBTreeIndexSearchRule.java b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceBTreeIndexSearchRule.java
index c5e8df9..abaf0e2 100644
--- a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceBTreeIndexSearchRule.java
+++ b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceBTreeIndexSearchRule.java
@@ -196,9 +196,6 @@
                     return false;
                 }
                 if (fieldName == null) {
-                    if (recordType.isOpen()) {
-                        continue;
-                    }
                     fieldName = recordType.getFieldNames()[fieldIndex];
                 }
             } else { // it is a scan, not an assign
@@ -624,7 +621,8 @@
             ARecordType itemType) throws AlgebricksException {
         List<Object> types = new ArrayList<Object>();
         for (String sk : acid.getFieldExprs()) {
-            types.add(AqlCompiledIndexDecl.keyFieldType(sk, itemType));
+            Pair<IAType, Boolean> keyPair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(sk, itemType);
+            types.add(keyPair.first);
         }
         for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> t : DatasetUtils
                 .getPartitioningFunctions(ddecl)) {
diff --git a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceRTreeIndexSearchRule.java b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceRTreeIndexSearchRule.java
index aa24bfd..3a7dec0 100644
--- a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceRTreeIndexSearchRule.java
+++ b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceRTreeIndexSearchRule.java
@@ -173,16 +173,13 @@
             }
 
             if (fieldName == null) {
-                if (recordType.isOpen()) {
-                    continue;
-                }
                 fieldName = recordType.getFieldNames()[fieldIndex];
             }
 
             foundVar = findIdxExprs(adecl, primIdxFields, primIdxDecl, foundIdxExprs, outComparedVars, var, fieldName);
             if (foundVar) {
-                IAType spatialType = AqlCompiledIndexDecl.keyFieldType(fieldName, recordType);
-                dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
+                Pair<IAType, Boolean> spatialTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(fieldName, recordType);
+                dimension = NonTaggedFormatUtil.getNumDimensions(spatialTypePair.first.getTypeTag());
             }
 
             fldPos++;
@@ -383,8 +380,8 @@
     private static List<Object> secondaryIndexTypes(AqlCompiledDatasetDecl ddecl, AqlCompiledIndexDecl acid,
             ARecordType itemType, int numKeys) throws AlgebricksException {
         List<Object> types = new ArrayList<Object>();
-        IAType keyType = AqlCompiledIndexDecl.keyFieldType(acid.getFieldExprs().get(0), itemType);
-        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyType.getTypeTag());
+        Pair<IAType, Boolean> keyTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(acid.getFieldExprs().get(0), itemType);
+        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyTypePair.first.getTypeTag());
 
         for (int i = 0; i < numKeys; i++) {
             types.add(nestedKeyType);
diff --git a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
index 7fa281f..dc5d659 100644
--- a/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
+++ b/asterix-algebra/src/main/java/edu/uci/ics/asterix/optimizer/rules/IntroduceSecondaryIndexInsertDeleteRule.java
@@ -21,9 +21,11 @@
 import edu.uci.ics.asterix.om.functions.AsterixBuiltinFunctions;
 import edu.uci.ics.asterix.om.types.ARecordType;
 import edu.uci.ics.asterix.om.types.ATypeTag;
+import edu.uci.ics.asterix.om.types.AUnionType;
 import edu.uci.ics.asterix.om.types.IAType;
 import edu.uci.ics.asterix.om.util.NonTaggedFormatUtil;
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalOperator;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.IOptimizationContext;
@@ -32,6 +34,7 @@
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
 import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.AbstractFunctionCallExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ConstantExpression;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.VariableReferenceExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
@@ -65,20 +68,21 @@
         FunctionIdentifier fid = null;
         AbstractLogicalOperator op2 = op1;
         List<LogicalVariable> recordVar = new ArrayList<LogicalVariable>();
+        // Find assign op that creates record to be inserted/deleted.
         while (fid != AsterixBuiltinFunctions.OPEN_RECORD_CONSTRUCTOR) {
-            if (op2.getInputs().size() == 0)
+            if (op2.getInputs().size() == 0) {
                 return false;
+            }
             op2 = (AbstractLogicalOperator) op2.getInputs().get(0).getValue();
             if (op2.getOperatorTag() != LogicalOperatorTag.ASSIGN) {
                 continue;
-            } else {
-                AssignOperator assignOp = (AssignOperator) op2;
-                ILogicalExpression assignExpr = assignOp.getExpressions().get(0).getValue();
-                if (assignExpr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
-                    ScalarFunctionCallExpression funcExpr = (ScalarFunctionCallExpression) assignOp.getExpressions()
-                            .get(0).getValue();
-                    fid = funcExpr.getFunctionIdentifier();
-                }
+            }
+            AssignOperator assignOp = (AssignOperator) op2;
+            ILogicalExpression assignExpr = assignOp.getExpressions().get(0).getValue();
+            if (assignExpr.getExpressionTag() == LogicalExpressionTag.FUNCTION_CALL) {
+                ScalarFunctionCallExpression funcExpr = (ScalarFunctionCallExpression) assignOp.getExpressions()
+                        .get(0).getValue();
+                fid = funcExpr.getFunctionIdentifier();
             }
         }
         AssignOperator assignOp2 = (AssignOperator) op2;
@@ -92,12 +96,13 @@
         if (adecl == null) {
             throw new AlgebricksException("Unknown dataset " + datasetName);
         }
-        if (adecl.getDatasetType() == DatasetType.EXTERNAL)
+        if (adecl.getDatasetType() == DatasetType.EXTERNAL) {
             return false;
+        }
 
         List<LogicalVariable> projectVars = new ArrayList<LogicalVariable>();
         VariableUtilities.getUsedVariables(op1, projectVars);
-        // create operators for secondary index insert
+        // Create operators for secondary index insert/delete.
         String itemTypeName = adecl.getItemTypeName();
         IAType itemType = metadata.findType(itemTypeName);
         if (itemType.getTypeTag() != ATypeTag.RECORD) {
@@ -105,8 +110,9 @@
         }
         ARecordType recType = (ARecordType) itemType;
         List<AqlCompiledIndexDecl> secondaryIndexes = DatasetUtils.getSecondaryIndexes(adecl);
-        if (secondaryIndexes.size() <= 0)
+        if (secondaryIndexes.isEmpty()) {
             return false;
+        }
         ILogicalOperator currentTop = op1;
         for (AqlCompiledIndexDecl index : secondaryIndexes) {
             List<String> secondaryKeyFields = index.getFieldExprs();
@@ -118,9 +124,13 @@
                         new VariableReferenceExpression(recordVar.get(0)));
                 String[] fieldNames = recType.getFieldNames();
                 int pos = -1;
-                for (int j = 0; j < fieldNames.length; j++)
-                    if (fieldNames[j].equals(secondaryKey))
+                for (int j = 0; j < fieldNames.length; j++) {
+                    if (fieldNames[j].equals(secondaryKey)) {
                         pos = j;
+                        break;
+                    }
+                }
+                // Assumes the indexed field is in the closed portion of the type.
                 Mutable<ILogicalExpression> indexRef = new MutableObject<ILogicalExpression>(new ConstantExpression(
                         new AsterixConstantValue(new AInt32(pos))));
                 AbstractFunctionCallExpression func = new ScalarFunctionCallExpression(
@@ -132,25 +142,28 @@
 
             AssignOperator assign = new AssignOperator(secondaryKeyVars, expressions);
             ProjectOperator project = new ProjectOperator(projectVars);
+            assign.getInputs().add(new MutableObject<ILogicalOperator>(project));
+            project.getInputs().add(new MutableObject<ILogicalOperator>(currentTop));
+            context.computeAndSetTypeEnvironmentForOperator(project);
+            context.computeAndSetTypeEnvironmentForOperator(assign);
             if (index.getKind() == IndexKind.BTREE) {
-                for (LogicalVariable secondaryKeyVar : secondaryKeyVars)
+                for (LogicalVariable secondaryKeyVar : secondaryKeyVars) {
                     secondaryExpressions.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(
                             secondaryKeyVar)));
+                }
+                Mutable<ILogicalExpression> filterExpression = createFilterExpression(secondaryKeyVars,
+                        context.getOutputTypeEnvironment(assign), false);
                 AqlIndex dataSourceIndex = new AqlIndex(index, metadata, datasetName);
                 IndexInsertDeleteOperator indexUpdate = new IndexInsertDeleteOperator(dataSourceIndex,
-                        insertOp.getPrimaryKeyExpressions(), secondaryExpressions, insertOp.getOperation());
+                        insertOp.getPrimaryKeyExpressions(), secondaryExpressions, filterExpression,
+                        insertOp.getOperation());
                 indexUpdate.getInputs().add(new MutableObject<ILogicalOperator>(assign));
-                assign.getInputs().add(new MutableObject<ILogicalOperator>(project));
-                project.getInputs().add(new MutableObject<ILogicalOperator>(currentTop));
                 currentTop = indexUpdate;
-                context.computeAndSetTypeEnvironmentForOperator(project);
-                context.computeAndSetTypeEnvironmentForOperator(assign);
                 context.computeAndSetTypeEnvironmentForOperator(indexUpdate);
             } else if (index.getKind() == IndexKind.RTREE) {
-                IAType spatialType = null;
-                for (String secondaryKey : secondaryKeyFields) {
-                    spatialType = keyFieldType(secondaryKey, recType);
-                }
+                Pair<IAType, Boolean> keyPairType = AqlCompiledIndexDecl.getNonNullableKeyFieldType(
+                        secondaryKeyFields.get(0), recType);
+                IAType spatialType = keyPairType.first;
                 int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
                 int numKeys = dimension * 2;
                 List<LogicalVariable> keyVarList = new ArrayList<LogicalVariable>();
@@ -171,21 +184,23 @@
                                     new AInt32(i)))));
                     keyExprList.add(new MutableObject<ILogicalExpression>(createMBR));
                 }
-                for (LogicalVariable secondaryKeyVar : keyVarList)
+                for (LogicalVariable secondaryKeyVar : keyVarList) {
                     secondaryExpressions.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(
                             secondaryKeyVar)));
+                }
+                AssignOperator assignCoordinates = new AssignOperator(keyVarList, keyExprList);
+                assignCoordinates.getInputs().add(new MutableObject<ILogicalOperator>(assign));
+                context.computeAndSetTypeEnvironmentForOperator(assignCoordinates);
+                // We must enforce the filter if the originating spatial type is nullable.
+                boolean forceFilter = keyPairType.second;
+                Mutable<ILogicalExpression> filterExpression = createFilterExpression(keyVarList,
+                        context.getOutputTypeEnvironment(assignCoordinates), forceFilter);
                 AqlIndex dataSourceIndex = new AqlIndex(index, metadata, datasetName);
                 IndexInsertDeleteOperator indexUpdate = new IndexInsertDeleteOperator(dataSourceIndex,
-                        insertOp.getPrimaryKeyExpressions(), secondaryExpressions, insertOp.getOperation());
-                AssignOperator assignCoordinates = new AssignOperator(keyVarList, keyExprList);
-                indexUpdate.getInputs().add(new MutableObject<ILogicalOperator>(assignCoordinates));
-                assignCoordinates.getInputs().add(new MutableObject<ILogicalOperator>(assign));
-                assign.getInputs().add(new MutableObject<ILogicalOperator>(project));
-                project.getInputs().add(new MutableObject<ILogicalOperator>(currentTop));
-                currentTop = indexUpdate;
-                context.computeAndSetTypeEnvironmentForOperator(project);
-                context.computeAndSetTypeEnvironmentForOperator(assign);
-                context.computeAndSetTypeEnvironmentForOperator(assignCoordinates);
+                        insertOp.getPrimaryKeyExpressions(), secondaryExpressions, filterExpression,
+                        insertOp.getOperation());
+                indexUpdate.getInputs().add(new MutableObject<ILogicalOperator>(assignCoordinates));                
+                currentTop = indexUpdate;                
                 context.computeAndSetTypeEnvironmentForOperator(indexUpdate);
             }
 
@@ -195,14 +210,43 @@
         return true;
     }
 
-    public static IAType keyFieldType(String expr, ARecordType recType) throws AlgebricksException {
-        String[] names = recType.getFieldNames();
-        int n = names.length;
-        for (int i = 0; i < n; i++) {
-            if (names[i].equals(expr)) {
-                return recType.getFieldTypes()[i];
-            }
+    @SuppressWarnings("unchecked")
+    private Mutable<ILogicalExpression> createFilterExpression(List<LogicalVariable> secondaryKeyVars,
+            IVariableTypeEnvironment typeEnv, boolean forceFilter) throws AlgebricksException {
+        List<Mutable<ILogicalExpression>> filterExpressions = new ArrayList<Mutable<ILogicalExpression>>();
+        // Add 'is not null' to all nullable secondary index keys as a filtering condition.
+        for (LogicalVariable secondaryKeyVar : secondaryKeyVars) {
+            IAType secondaryKeyType = (IAType) typeEnv.getVarType(secondaryKeyVar);
+            if (!isNullableType(secondaryKeyType) && !forceFilter) {
+                continue;
+            }            
+            ScalarFunctionCallExpression isNullFuncExpr = new ScalarFunctionCallExpression(
+                    FunctionUtils.getFunctionInfo(AsterixBuiltinFunctions.IS_NULL),
+                    new MutableObject<ILogicalExpression>(new VariableReferenceExpression(secondaryKeyVar)));
+            ScalarFunctionCallExpression notFuncExpr = new ScalarFunctionCallExpression(
+                    FunctionUtils.getFunctionInfo(AsterixBuiltinFunctions.NOT), new MutableObject<ILogicalExpression>(
+                            isNullFuncExpr));
+            filterExpressions.add(new MutableObject<ILogicalExpression>(notFuncExpr));
         }
-        throw new AlgebricksException("Could not find field " + expr + " in the schema.");
+        // No nullable secondary keys.
+        if (filterExpressions.isEmpty()) {
+            return null;
+        }
+        Mutable<ILogicalExpression> filterExpression = null;
+        if (filterExpressions.size() > 1) {
+            // Create a conjunctive condition.
+            filterExpression = new MutableObject<ILogicalExpression>(new ScalarFunctionCallExpression(
+                    FunctionUtils.getFunctionInfo(AsterixBuiltinFunctions.AND), filterExpressions));
+        } else {
+            filterExpression = filterExpressions.get(0);
+        }
+        return filterExpression;
+    }
+    
+    private boolean isNullableType(IAType type) {
+        if (type.getTypeTag() == ATypeTag.UNION) {
+            return ((AUnionType)type).isNullableType();
+        }
+        return false;
     }
 }
diff --git a/asterix-app/data/spatial/spatialDataNulls.json b/asterix-app/data/spatial/spatialDataNulls.json
new file mode 100644
index 0000000..fbc3cee
--- /dev/null
+++ b/asterix-app/data/spatial/spatialDataNulls.json
@@ -0,0 +1,19 @@
+{"id": 1, "point": point("4.1,7.0"), "kwds": "sign ahead", "line1": line("4.0,7.0 9.0,7.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.2,7.0")}
+{"id": 2, "point": point("40.2152,-75.0449"), "kwds": "factory hosedan", "line1": line("-4.0,2.0 2.0,2.0"), "line2": line("4.0,7.0 2.0,17.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 3, "point": point("43.5083,-79.3007"), "kwds": "enterprisecamp torcamp", "line1": line("3.0,0.0 0.0,4.0"), "line2": line("4.0,7.0 2.0,17.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "poly2": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 4, "kwds": "enterprisecamp torcamp", "line1": line("4.0,7.0 2.0,17.0"), "line2": line("4.0,7.0 2.0,17.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0 2.0,1.0 1.0,0.0"), "poly2": polygon("2.0,1.0 2.0,2.0 3.0,2.0 3.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 5, "kwds": "enterprisecamp torcamp", "line1": line("4.0,7.0 2.0,17.0"), "line2": line("4.0,7.0 2.0,17.0"), "poly1": polygon("100.0,100.0 100.0,400.0 300.0,400.0 300.0,100.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 6, "kwds": "enterprisecamp torcamp", "line1": line("0.0,5.0 1.0,7.0"), "line2": line("4.0,7.0 2.0,-17.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "poly2": polygon("3.1,1.0 2.9,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 7, "point": point("43.5083,-79.3007"), "kwds": "enterprisecamp torcamp", "line1": line("0.0,5.0 4.0,7.1"), "line2": line("4.0,7.0 2.0,-17.0"), "poly1": polygon("-5.0,-2.0 -4.0,-1.0 -3.0,-1.0 -2.0,-2.0 -4.0,-4.0 -5.0,-3.0"), "poly2": polygon("3.0,1.0 3.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("3.0,6.0 5.0,7.0")}
+{"id": 8, "point": point("43.5083,-79.3007"), "kwds": "enterprisecamp torcamp", "line1": line("4.0,7.0 2.0,17.0"), "line2": line("4.0,7.0 2.0,17.0"), "poly1": polygon("-5.0,-2.0 -4.0,-1.0 -3.0,-1.0 -2.0,-2.0 -4.0,-4.0 -5.0,-3.0"), "poly2": polygon("-3.0,-3.0 -1.0,-3.0 -3.0,-5.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 9, "point": point("5.0,1.0"), "kwds": "sign ahead", "line1": line("5.0,1.0 5.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("1.0,1.0 1.0,4.0 3.0,4.0 3.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 10, "point": point("2.0,3.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("6.01,1.0 6.0,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 11, "point": point("4.9,0.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("4.9,0.1 4.9,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 12, "point": point("6.0,3.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("4.0,1.0 4.0,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 13, "point": point("5.0,5.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("6.0,1.0 6.0,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 14, "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("5.0,1.0 5.0,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 15, "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("5.1,1.0 5.1,4.0 12.0,4.0 12.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 16, "point": point("-2.0,3.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 17, "point": point("4.1,7.0"), "kwds": "sign ahead", "line1": line("4.0,7.0 9.0,7.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("0.0,6.0 0.0,0.0 3.0,0.0 4.0,1.0 6.0,1.0 8.0,0.0 12.0,0.0 13.0,2.0 8.0,2.0 8.0,4.0 11.0,4.0 11.0,6.0 6.0,6.0 4.0,3.0 2.0,6.0"), "poly2": polygon("5.0,1.0 5.0,4.0 7.0,4.0 7.0,1.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 18, "point": point("-2.0,3.0"), "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("5.0,1.0 7.0,1.0 7.0,4.0 6.0,2.0 5.0,4.0"), "poly2": polygon("6.0,3.0 7.0,5.0 6.0,7.0 5.0,5.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
+{"id": 19, "kwds": "sign ahead", "line1": line("1.0,2.0 3.0,4.0"), "line2": line("5.0,8.0 5.0,1.0"), "poly1": polygon("5.0,1.0 7.0,1.0 7.0,4.0 6.0,2.0 5.0,4.0"), "poly2": polygon("6.0,1.0 7.0,5.0 6.0,7.0 5.0,5.0"), "rec": rectangle("0.0,0.0 4.0,4.0")}
\ No newline at end of file
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/aql/translator/DdlTranslator.java b/asterix-app/src/main/java/edu/uci/ics/asterix/aql/translator/DdlTranslator.java
index 91e770a..5e891c8 100644
--- a/asterix-app/src/main/java/edu/uci/ics/asterix/aql/translator/DdlTranslator.java
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/aql/translator/DdlTranslator.java
@@ -83,6 +83,7 @@
 import edu.uci.ics.asterix.om.types.BuiltinType;
 import edu.uci.ics.asterix.om.types.IAType;
 import edu.uci.ics.asterix.translator.AbstractAqlTranslator;
+import edu.uci.ics.asterix.translator.DmlTranslator.CompiledCreateIndexStatement;
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
 import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import edu.uci.ics.hyracks.api.client.IHyracksClientConnection;
@@ -485,32 +486,18 @@
     }
     
     private void runCreateIndexJob(IHyracksClientConnection hcc, CreateIndexStatement stmtCreateIndex) throws Exception {
-        JobSpecification spec = null;
-        switch (stmtCreateIndex.getIndexType()) {
-            case BTREE: {
-                spec = IndexOperations.buildBtreeCreationJobSpec(stmtCreateIndex.getDatasetName().getValue(),
-                        stmtCreateIndex.getIndexName().getValue(), stmtCreateIndex.getFieldExprs(),
-                        compiledDeclarations);
-                break;
-            }
-            case RTREE: {
-                spec = IndexOperations.buildRtreeCreationJobSpec(stmtCreateIndex.getDatasetName().getValue(),
-                        stmtCreateIndex.getIndexName().getValue(), stmtCreateIndex.getFieldExprs(),
-                        compiledDeclarations);
-                break;
-            }
-            default: {
-                throw new AsterixException("Create index not implemented for index type: "
-                        + stmtCreateIndex.getIndexType());
-            }
+        // TODO: Eventually CreateIndexStatement and CompiledCreateIndexStatement should be replaced by the corresponding metadata entity.
+        // For now we must still convert to a CompiledCreateIndexStatement here.
+        CompiledCreateIndexStatement createIndexStmt = new CompiledCreateIndexStatement(stmtCreateIndex.getIndexName()
+                .getValue(), stmtCreateIndex.getDatasetName().getValue(), stmtCreateIndex.getFieldExprs(),
+                stmtCreateIndex.getIndexType());
+        JobSpecification spec = IndexOperations.buildSecondaryIndexCreationJobSpec(createIndexStmt,
+                compiledDeclarations);
+        if (spec == null) {
+            throw new AsterixException("Failed to create job spec for creating index '"
+                    + stmtCreateIndex.getDatasetName() + "." + stmtCreateIndex.getIndexName() + "'");
         }
-		if (spec == null) {
-			throw new AsterixException(
-					"Failed to create job spec for creating index '"
-							+ stmtCreateIndex.getDatasetName() + "."
-							+ stmtCreateIndex.getIndexName() + "'");
-		}
-		runJob(hcc, spec);
+        runJob(hcc, spec);
     }
 	
     private void compileDatasetDropStatement(IHyracksClientConnection hcc, MetadataTransactionContext mdTxnCtx,
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/file/IndexOperations.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/IndexOperations.java
index b1ea9af..7e8ede1 100644
--- a/asterix-app/src/main/java/edu/uci/ics/asterix/file/IndexOperations.java
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/IndexOperations.java
@@ -1,67 +1,24 @@
 package edu.uci.ics.asterix.file;
 
-import java.io.DataOutput;
-import java.util.List;
 
 import edu.uci.ics.asterix.aql.translator.DdlTranslator.CompiledIndexDropStatement;
-import edu.uci.ics.asterix.common.config.DatasetConfig.DatasetType;
 import edu.uci.ics.asterix.common.config.OptimizationConfUtil;
 import edu.uci.ics.asterix.common.context.AsterixIndexRegistryProvider;
 import edu.uci.ics.asterix.common.context.AsterixStorageManagerInterface;
 import edu.uci.ics.asterix.common.exceptions.AsterixException;
-import edu.uci.ics.asterix.dataflow.data.nontagged.valueproviders.AqlPrimitiveValueProviderFactory;
-import edu.uci.ics.asterix.formats.nontagged.AqlBinaryComparatorFactoryProvider;
-import edu.uci.ics.asterix.formats.nontagged.AqlBinaryTokenizerFactoryProvider;
-import edu.uci.ics.asterix.formats.nontagged.AqlSerializerDeserializerProvider;
-import edu.uci.ics.asterix.formats.nontagged.AqlTypeTraitProvider;
 import edu.uci.ics.asterix.metadata.MetadataException;
-import edu.uci.ics.asterix.metadata.declared.AqlCompiledDatasetDecl;
-import edu.uci.ics.asterix.metadata.declared.AqlCompiledIndexDecl;
 import edu.uci.ics.asterix.metadata.declared.AqlCompiledMetadataDeclarations;
-import edu.uci.ics.asterix.metadata.declared.AqlMetadataProvider;
-import edu.uci.ics.asterix.metadata.utils.DatasetUtils;
-import edu.uci.ics.asterix.om.types.ARecordType;
-import edu.uci.ics.asterix.om.types.IAType;
-import edu.uci.ics.asterix.om.util.NonTaggedFormatUtil;
 import edu.uci.ics.asterix.translator.DmlTranslator.CompiledCreateIndexStatement;
 import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
 import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
 import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
-import edu.uci.ics.hyracks.algebricks.common.utils.Triple;
-import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
-import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.ConnectorPolicyAssignmentPolicy;
 import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
-import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IEvaluatorFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
-import edu.uci.ics.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
-import edu.uci.ics.hyracks.algebricks.runtime.operators.std.AssignRuntimeFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.job.JobSpecification;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
-import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
-import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexRegistryProvider;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexDropOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public class IndexOperations {
@@ -69,32 +26,16 @@
     private static final PhysicalOptimizationConfig physicalOptimizationConfig = OptimizationConfUtil
             .getPhysicalOptimizationConfig();
 
+    public static JobSpecification buildSecondaryIndexCreationJobSpec(CompiledCreateIndexStatement createIndexStmt,
+            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
+        SecondaryIndexCreator secondaryIndexCreator = SecondaryIndexCreator.createIndexCreator(createIndexStmt, metadata, physicalOptimizationConfig);
+        return secondaryIndexCreator.buildCreationJobSpec();
+    }
+    
     public static JobSpecification buildSecondaryIndexLoadingJobSpec(CompiledCreateIndexStatement createIndexStmt,
-            AqlCompiledMetadataDeclarations datasetDecls) throws AsterixException, AlgebricksException {
-
-        switch (createIndexStmt.getIndexType()) {
-            case BTREE: {
-                return buildBtreeLoadingJobSpec(createIndexStmt, datasetDecls);
-            }
-
-            case RTREE: {
-                return buildRtreeLoadingJobSpec(createIndexStmt, datasetDecls);
-            }
-
-            case KEYWORD: {
-                return buildInvertedIndexLoadingJobSpec(createIndexStmt, datasetDecls);
-            }
-
-            case QGRAM: {
-                // return createQgramIndexJobSpec(createIndexStmt,
-                // datasetDecls);
-            }
-
-            default: {
-                throw new AsterixException("Unknown Index Type: " + createIndexStmt.getIndexType());
-            }
-
-        }
+            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
+        SecondaryIndexCreator secondaryIndexCreator = SecondaryIndexCreator.createIndexCreator(createIndexStmt, metadata, physicalOptimizationConfig);
+        return secondaryIndexCreator.buildLoadingJobSpec();
     }
     
     public static JobSpecification buildDropSecondaryIndexJobSpec(CompiledIndexDropStatement deleteStmt,
@@ -116,842 +57,4 @@
 
         return spec;
     }
-
-    // TODO: Lots of common code in this file. Refactor everything after merging in asterix-fix-issue-9.
-    public static JobSpecification buildBtreeCreationJobSpec(String datasetName, String secondaryIndexName, List<String> secondaryKeyFields,
-            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
-        JobSpecification spec = new JobSpecification();
-
-        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
-        if (compiledDatasetDecl == null) {
-            throw new AlgebricksException("Unknown dataset " + datasetName);
-        }
-        ARecordType itemType = (ARecordType) metadata.findType(compiledDatasetDecl.getItemTypeName());
-        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
-            throw new AsterixException("Cannot index an external dataset (" + datasetName + ").");
-        }
-        AqlCompiledDatasetDecl srcCompiledDatasetDecl = compiledDatasetDecl;
-        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
-        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
-        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
-        int i = 0;
-        List<Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType>> partitioningFunctions = DatasetUtils
-                .getPartitioningFunctions(srcCompiledDatasetDecl);
-        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : partitioningFunctions) {
-            IAType keyType = evalFactoryAndType.third;
-            primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-            ++i;
-        }
-        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
-        int numSecondaryKeys = secondaryKeyFields.size();
-        IEvaluatorFactory[] evalFactories = new IEvaluatorFactory[numSecondaryKeys];
-        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys
-                + numPrimaryKeys];
-        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++) {
-            evalFactories[i] = metadata.getFormat().getFieldAccessEvaluatorFactory(itemType, secondaryKeyFields.get(i),
-                    numPrimaryKeys);
-            IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(i), itemType);
-            secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-        }
-        // fill in serializers and comparators for primary index fields
-        for (i = 0; i < numPrimaryKeys; i++) {
-            secondaryComparatorFactories[numSecondaryKeys + i] = primaryComparatorFactories[i];
-            secondaryTypeTraits[numSecondaryKeys + i] = primaryTypeTraits[i];
-        }
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, secondaryIndexName);
-        TreeIndexCreateOperatorDescriptor secondaryIndexCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondarySplitsAndConstraint.first, secondaryTypeTraits,
-                secondaryComparatorFactories, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryIndexCreateOp,
-                secondarySplitsAndConstraint.second);
-        spec.addRoot(secondaryIndexCreateOp);
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
-        return spec;
-    }
-    
-    @SuppressWarnings("unchecked")
-    public static JobSpecification buildBtreeLoadingJobSpec(CompiledCreateIndexStatement createIndexStmt,
-            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
-
-        JobSpecification spec = new JobSpecification();
-
-        String datasetName = createIndexStmt.getDatasetName();
-        String secondaryIndexName = createIndexStmt.getIndexName();
-
-        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
-        if (compiledDatasetDecl == null) {
-            throw new AlgebricksException("Unknown dataset " + datasetName);
-        }
-        ARecordType itemType = (ARecordType) metadata.findType(compiledDatasetDecl.getItemTypeName());
-        ISerializerDeserializer payloadSerde = AqlSerializerDeserializerProvider.INSTANCE
-                .getSerializerDeserializer(itemType);
-
-        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
-            throw new AsterixException("Cannot index an external dataset (" + datasetName + ").");
-        }
-
-        AqlCompiledDatasetDecl srcCompiledDatasetDecl = compiledDatasetDecl;
-        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
-
-        // ---------- START GENERAL BTREE STUFF
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
-        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
-
-        // ---------- END GENERAL BTREE STUFF
-
-        // ---------- START KEY PROVIDER OP
-
-        // TODO: should actually be empty tuple source
-        // build tuple containing low and high search keys
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(1); // just one dummy field
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        try {
-            IntegerSerializerDeserializer.INSTANCE.serialize(0, dos);
-        } catch (HyracksDataException e) {
-            throw new AsterixException(e);
-        } // dummy field
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { IntegerSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> keyProviderSplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, keyProviderOp,
-                keyProviderSplitsAndConstraint.second);
-
-        // ---------- END KEY PROVIDER OP
-
-        // ---------- START PRIMARY INDEX SCAN
-
-        ISerializerDeserializer[] primaryRecFields = new ISerializerDeserializer[numPrimaryKeys + 1];
-        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
-        int i = 0;
-        ISerializerDeserializerProvider serdeProvider = metadata.getFormat().getSerdeProvider();
-        List<Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType>> partitioningFunctions = DatasetUtils
-                .getPartitioningFunctions(srcCompiledDatasetDecl);
-        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : partitioningFunctions) {
-            IAType keyType = evalFactoryAndType.third;
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            primaryRecFields[i] = keySerde;
-            primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-            ++i;
-        }
-        primaryRecFields[numPrimaryKeys] = payloadSerde;
-        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
-
-        int[] lowKeyFields = null; // -infinity
-        int[] highKeyFields = null; // +infinity
-        RecordDescriptor primaryRecDesc = new RecordDescriptor(primaryRecFields);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> primarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
-
-        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primarySplitsAndConstraint.first, primaryTypeTraits,
-                primaryComparatorFactories, lowKeyFields, highKeyFields, true, true, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
-                primarySplitsAndConstraint.second);
-
-        // ---------- END PRIMARY INDEX SCAN
-
-        // ---------- START ASSIGN OP
-
-        List<String> secondaryKeyFields = createIndexStmt.getKeyFields();
-        int numSecondaryKeys = secondaryKeyFields.size();
-        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys];
-        IEvaluatorFactory[] evalFactories = new IEvaluatorFactory[numSecondaryKeys];
-        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys
-                + numPrimaryKeys];
-        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++) {
-            evalFactories[i] = metadata.getFormat().getFieldAccessEvaluatorFactory(itemType, secondaryKeyFields.get(i),
-                    numPrimaryKeys);
-            IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(i), itemType);
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            secondaryRecFields[i] = keySerde;
-            secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-        }
-        // fill in serializers and comparators for primary index fields
-        for (i = 0; i < numPrimaryKeys; i++) {
-            secondaryRecFields[numSecondaryKeys + i] = primaryRecFields[i];
-            secondaryComparatorFactories[numSecondaryKeys + i] = primaryComparatorFactories[i];
-            secondaryTypeTraits[numSecondaryKeys + i] = primaryTypeTraits[i];
-        }
-        RecordDescriptor secondaryRecDesc = new RecordDescriptor(secondaryRecFields);
-
-        int[] outColumns = new int[numSecondaryKeys];
-        int[] projectionList = new int[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++) {
-            outColumns[i] = numPrimaryKeys + i + 1;
-        }
-        int projCount = 0;
-        for (i = 0; i < numSecondaryKeys; i++) {
-            projectionList[projCount++] = numPrimaryKeys + i + 1;
-        }
-        for (i = 0; i < numPrimaryKeys; i++) {
-            projectionList[projCount++] = i;
-        }
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> assignSplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
-
-        AssignRuntimeFactory assign = new AssignRuntimeFactory(outColumns, evalFactories, projectionList);
-        AlgebricksMetaOperatorDescriptor asterixAssignOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
-                new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { secondaryRecDesc });
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixAssignOp,
-                assignSplitsAndConstraint.second);
-
-        // ---------- END ASSIGN OP
-
-        // ---------- START EXTERNAL SORT OP
-
-        int[] sortFields = new int[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys + numPrimaryKeys; i++)
-            sortFields[i] = i;
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> sorterSplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
-
-        ExternalSortOperatorDescriptor sortOp = new ExternalSortOperatorDescriptor(spec,
-                physicalOptimizationConfig.getMaxFramesExternalSort(), sortFields, secondaryComparatorFactories,
-                secondaryRecDesc);
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, sortOp,
-                sorterSplitsAndConstraint.second);
-
-        // ---------- END EXTERNAL SORT OP
-
-        // ---------- START SECONDARY INDEX BULK LOAD
-
-        int[] fieldPermutation = new int[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys + numPrimaryKeys; i++)
-            fieldPermutation[i] = i;
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, secondaryIndexName);
-
-        // GlobalConfig.DEFAULT_BTREE_FILL_FACTOR
-        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondarySplitsAndConstraint.first, secondaryTypeTraits,
-                secondaryComparatorFactories, fieldPermutation, 0.7f, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryBulkLoadOp,
-                secondarySplitsAndConstraint.second);
-
-        // ---------- END SECONDARY INDEX BULK LOAD
-
-        // ---------- START CONNECT THE OPERATORS
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, asterixAssignOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, sortOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sortOp, 0, secondaryBulkLoadOp, 0);
-
-        spec.addRoot(secondaryBulkLoadOp);
-
-        // ---------- END CONNECT THE OPERATORS
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
-        return spec;
-
-    }
-
-    // TODO: Lots of common code in this file. Refactor everything after merging in asterix-fix-issue-9.
-    public static JobSpecification buildRtreeCreationJobSpec(String datasetName, String secondaryIndexName, List<String> secondaryKeyFields,
-            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
-        JobSpecification spec = new JobSpecification();
-        String primaryIndexName = datasetName;
-        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(primaryIndexName);
-        if (compiledDatasetDecl == null) {
-            throw new AsterixException("Could not find dataset " + primaryIndexName);
-        }
-        ARecordType itemType = (ARecordType) metadata.findType(compiledDatasetDecl.getItemTypeName());
-        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
-            throw new AsterixException("Cannot index an external dataset (" + primaryIndexName + ").");
-        }
-        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
-        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
-        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
-        int i = 0;
-        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-                .getPartitioningFunctions(compiledDatasetDecl)) {
-            IAType keyType = evalFactoryAndType.third;
-            primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-            ++i;
-        }
-        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
-        int numSecondaryKeys = secondaryKeyFields.size();
-        if (numSecondaryKeys != 1) {
-            throw new AsterixException(
-                    "Cannot use "
-                            + numSecondaryKeys
-                            + " fields as a key for the R-tree index. There can be only one field as a key for the R-tree index.");
-        }
-        IAType spatialType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(0), itemType);
-        if (spatialType == null) {
-            throw new AsterixException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
-        }
-        int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
-        int numNestedSecondaryKeyFields = dimension * 2;
-        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[numNestedSecondaryKeyFields];
-        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numNestedSecondaryKeyFields + numPrimaryKeys];
-        IPrimitiveValueProviderFactory[] valueProviderFactories = new IPrimitiveValueProviderFactory[numNestedSecondaryKeyFields];
-        IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(0), itemType);
-        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyType.getTypeTag());
-        for (i = 0; i < numNestedSecondaryKeyFields; i++) {
-            secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    nestedKeyType, true);
-            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(nestedKeyType);
-            valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
-        }
-        // fill in serializers and comparators for primary index fields
-        for (i = 0; i < numPrimaryKeys; i++) {
-            secondaryTypeTraits[numNestedSecondaryKeyFields + i] = primaryTypeTraits[i];
-        }
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, secondaryIndexName);
-        TreeIndexCreateOperatorDescriptor secondaryIndexCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondarySplitsAndConstraint.first, secondaryTypeTraits,
-                secondaryComparatorFactories, new RTreeDataflowHelperFactory(valueProviderFactories),
-                NoOpOperationCallbackProvider.INSTANCE);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryIndexCreateOp,
-                secondarySplitsAndConstraint.second);
-        spec.addRoot(secondaryIndexCreateOp);
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
-        return spec;
-    }
-    
-    @SuppressWarnings("unchecked")
-    public static JobSpecification buildRtreeLoadingJobSpec(CompiledCreateIndexStatement createIndexStmt,
-            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
-
-        JobSpecification spec = new JobSpecification();
-
-        String primaryIndexName = createIndexStmt.getDatasetName();
-        String secondaryIndexName = createIndexStmt.getIndexName();
-
-        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(primaryIndexName);
-        if (compiledDatasetDecl == null) {
-            throw new AsterixException("Could not find dataset " + primaryIndexName);
-        }
-        ARecordType itemType = (ARecordType) metadata.findType(compiledDatasetDecl.getItemTypeName());
-        ISerializerDeserializerProvider serdeProvider = metadata.getFormat().getSerdeProvider();
-        ISerializerDeserializer payloadSerde = serdeProvider.getSerializerDeserializer(itemType);
-
-        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
-            throw new AsterixException("Cannot index an external dataset (" + primaryIndexName + ").");
-        }
-        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
-
-        // ---------- START GENERAL BTREE STUFF
-
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
-        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
-
-        // ---------- END GENERAL BTREE STUFF
-
-        // ---------- START KEY PROVIDER OP
-
-        // TODO: should actually be empty tuple source
-        // build tuple containing low and high search keys
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(1); // just one dummy field
-        DataOutput dos = tb.getDataOutput();
-
-        tb.reset();
-        try {
-            IntegerSerializerDeserializer.INSTANCE.serialize(0, dos);
-        } catch (HyracksDataException e) {
-            throw new AsterixException(e);
-        } // dummy field
-        tb.addFieldEndOffset();
-
-        ISerializerDeserializer[] keyRecDescSers = { IntegerSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> keyProviderSplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, keyProviderOp,
-                keyProviderSplitsAndConstraint.second);
-
-        // ---------- END KEY PROVIDER OP
-
-        // ---------- START PRIMARY INDEX SCAN
-
-        ISerializerDeserializer[] primaryRecFields = new ISerializerDeserializer[numPrimaryKeys + 1];
-        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
-        int i = 0;
-        serdeProvider = metadata.getFormat().getSerdeProvider();
-        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-                .getPartitioningFunctions(compiledDatasetDecl)) {
-            IAType keyType = evalFactoryAndType.third;
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            primaryRecFields[i] = keySerde;
-            primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-            ++i;
-        }
-        primaryRecFields[numPrimaryKeys] = payloadSerde;
-        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
-
-        ITreeIndexFrameFactory primaryInteriorFrameFactory = AqlMetadataProvider
-                .createBTreeNSMInteriorFrameFactory(primaryTypeTraits);
-        ITreeIndexFrameFactory primaryLeafFrameFactory = AqlMetadataProvider
-                .createBTreeNSMLeafFrameFactory(primaryTypeTraits);
-
-        int[] lowKeyFields = null; // -infinity
-        int[] highKeyFields = null; // +infinity
-        RecordDescriptor primaryRecDesc = new RecordDescriptor(primaryRecFields);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> primarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primarySplitsAndConstraint.first, primaryTypeTraits,
-                primaryComparatorFactories, lowKeyFields, highKeyFields, true, true, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
-                primarySplitsAndConstraint.second);
-
-        // ---------- END PRIMARY INDEX SCAN
-
-        // ---------- START ASSIGN OP
-
-        List<String> secondaryKeyFields = createIndexStmt.getKeyFields();
-        int numSecondaryKeys = secondaryKeyFields.size();
-
-        if (numSecondaryKeys != 1) {
-            throw new AsterixException(
-                    "Cannot use "
-                            + numSecondaryKeys
-                            + " fields as a key for the R-tree index. There can be only one field as a key for the R-tree index.");
-        }
-
-        IAType spatialType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(0), itemType);
-        if (spatialType == null) {
-            throw new AsterixException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
-        }
-
-        int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
-        int numNestedSecondaryKeyFields = dimension * 2;
-
-        IEvaluatorFactory[] evalFactories = metadata.getFormat().createMBRFactory(itemType, secondaryKeyFields.get(0),
-                numPrimaryKeys, dimension);
-
-        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys
-                + numNestedSecondaryKeyFields];
-        IBinaryComparatorFactory[] secondaryComparatorFactories = new IBinaryComparatorFactory[numNestedSecondaryKeyFields];
-        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numNestedSecondaryKeyFields + numPrimaryKeys];
-        IPrimitiveValueProviderFactory[] valueProviderFactories = new IPrimitiveValueProviderFactory[numNestedSecondaryKeyFields];
-
-        IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(0), itemType);
-        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyType.getTypeTag());
-        for (i = 0; i < numNestedSecondaryKeyFields; i++) {
-            ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
-                    .getSerializerDeserializer(nestedKeyType);
-            secondaryRecFields[i] = keySerde;
-            secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    nestedKeyType, true);
-            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(nestedKeyType);
-            valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
-        }
-
-        // fill in serializers and comparators for primary index fields
-        for (i = 0; i < numPrimaryKeys; i++) {
-            secondaryRecFields[numNestedSecondaryKeyFields + i] = primaryRecFields[i];
-            secondaryTypeTraits[numNestedSecondaryKeyFields + i] = primaryTypeTraits[i];
-        }
-        RecordDescriptor secondaryRecDesc = new RecordDescriptor(secondaryRecFields);
-
-        int[] outColumns = new int[numNestedSecondaryKeyFields];
-        int[] projectionList = new int[numNestedSecondaryKeyFields + numPrimaryKeys];
-        for (i = 0; i < numNestedSecondaryKeyFields; i++) {
-            outColumns[i] = numPrimaryKeys + i + 1;
-        }
-        int projCount = 0;
-        for (i = 0; i < numNestedSecondaryKeyFields; i++) {
-            projectionList[projCount++] = numPrimaryKeys + i + 1;
-        }
-        for (i = 0; i < numPrimaryKeys; i++) {
-            projectionList[projCount++] = i;
-        }
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> assignSplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        AssignRuntimeFactory assign = new AssignRuntimeFactory(outColumns, evalFactories, projectionList);
-        AlgebricksMetaOperatorDescriptor asterixAssignOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
-                new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { secondaryRecDesc });
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixAssignOp,
-                assignSplitsAndConstraint.second);
-
-        // ---------- END ASSIGN OP
-
-        // ---------- START SECONDARY INDEX BULK LOAD
-
-        int[] fieldPermutation = new int[numNestedSecondaryKeyFields + numPrimaryKeys];
-        for (i = 0; i < numNestedSecondaryKeyFields + numPrimaryKeys; i++)
-            fieldPermutation[i] = i;
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, secondaryIndexName);
-
-        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondarySplitsAndConstraint.first, secondaryTypeTraits,
-                secondaryComparatorFactories, fieldPermutation, 0.7f, new RTreeDataflowHelperFactory(
-                        valueProviderFactories), NoOpOperationCallbackProvider.INSTANCE);
-
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryBulkLoadOp,
-                secondarySplitsAndConstraint.second);
-
-        // ---------- END SECONDARY INDEX BULK LOAD
-
-        // ---------- START CONNECT THE OPERATORS
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, asterixAssignOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, secondaryBulkLoadOp, 0);
-
-        spec.addRoot(secondaryBulkLoadOp);
-
-        // ---------- END CONNECT THE OPERATORS
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
-        return spec;
-
-    }
-
-    @SuppressWarnings("unchecked")
-    public static JobSpecification buildInvertedIndexLoadingJobSpec(CompiledCreateIndexStatement createIndexStmt,
-            AqlCompiledMetadataDeclarations datasetDecls) throws AsterixException, AlgebricksException {
-
-        JobSpecification spec = new JobSpecification();
-
-        String primaryIndexName = createIndexStmt.getDatasetName();
-        String secondaryIndexName = createIndexStmt.getIndexName();
-
-        AqlCompiledDatasetDecl compiledDatasetDecl = datasetDecls.findDataset(primaryIndexName);
-        if (compiledDatasetDecl == null) {
-            throw new AsterixException("Could not find dataset " + primaryIndexName);
-        }
-
-        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
-            throw new AsterixException("Cannot index an external dataset (" + primaryIndexName + ").");
-        }
-        ARecordType itemType = (ARecordType) datasetDecls.findType(compiledDatasetDecl.getItemTypeName());
-        ISerializerDeserializerProvider serdeProvider = datasetDecls.getFormat().getSerdeProvider();
-        ISerializerDeserializer payloadSerde = serdeProvider.getSerializerDeserializer(itemType);
-
-        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
-
-        // sanity
-        if (numPrimaryKeys > 1)
-            throw new AsterixException("Cannot create inverted keyword index on dataset with composite primary key.");
-
-        // sanity
-        IAType fieldsToTokenizeType = AqlCompiledIndexDecl
-                .keyFieldType(createIndexStmt.getKeyFields().get(0), itemType);
-        for (String fieldName : createIndexStmt.getKeyFields()) {
-            IAType nextFieldToTokenizeType = AqlCompiledIndexDecl.keyFieldType(fieldName, itemType);
-            if (nextFieldToTokenizeType.getTypeTag() != fieldsToTokenizeType.getTypeTag()) {
-                throw new AsterixException(
-                        "Cannot create inverted keyword index. Fields to tokenize must be of the same type.");
-            }
-        }
-
-        // ---------- START GENERAL BTREE STUFF
-
-        IIndexRegistryProvider<IIndex> indexRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
-        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
-
-        // ---------- END GENERAL BTREE STUFF
-
-        // ---------- START KEY PROVIDER OP
-
-        // TODO: should actually be empty tuple source
-        // build tuple containing low and high search keys
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(1); // just one dummy field
-        DataOutput dos = tb.getDataOutput();
-
-        try {
-            tb.reset();
-            IntegerSerializerDeserializer.INSTANCE.serialize(0, dos); // dummy
-            // field
-            tb.addFieldEndOffset();
-        } catch (HyracksDataException e) {
-            throw new AsterixException(e);
-        }
-
-        ISerializerDeserializer[] keyRecDescSers = { IntegerSerializerDeserializer.INSTANCE };
-        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> keyProviderSplitsAndConstraint = datasetDecls
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
-                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, keyProviderOp,
-                keyProviderSplitsAndConstraint.second);
-
-        // ---------- END KEY PROVIDER OP
-
-        // ---------- START PRIMARY INDEX SCAN
-
-        ISerializerDeserializer[] primaryRecFields = new ISerializerDeserializer[numPrimaryKeys + 1];
-        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
-        int i = 0;
-        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-                .getPartitioningFunctions(compiledDatasetDecl)) {
-            IAType keyType = evalFactoryAndType.third;
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            primaryRecFields[i] = keySerde;
-            primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                    keyType, true);
-            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-            ++i;
-        }
-        primaryRecFields[numPrimaryKeys] = payloadSerde;
-        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
-
-        ITreeIndexFrameFactory primaryInteriorFrameFactory = AqlMetadataProvider
-                .createBTreeNSMInteriorFrameFactory(primaryTypeTraits);
-        ITreeIndexFrameFactory primaryLeafFrameFactory = AqlMetadataProvider
-                .createBTreeNSMLeafFrameFactory(primaryTypeTraits);
-
-        int[] lowKeyFields = null; // -infinity
-        int[] highKeyFields = null; // +infinity
-        RecordDescriptor primaryRecDesc = new RecordDescriptor(primaryRecFields);
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> primarySplitsAndConstraint = datasetDecls
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
-                storageManager, indexRegistryProvider, primarySplitsAndConstraint.first, primaryTypeTraits,
-                primaryComparatorFactories, lowKeyFields, highKeyFields, true, true, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
-                primarySplitsAndConstraint.second);
-
-        // ---------- END PRIMARY INDEX SCAN
-
-        // ---------- START ASSIGN OP
-
-        List<String> secondaryKeyFields = createIndexStmt.getKeyFields();
-        int numSecondaryKeys = secondaryKeyFields.size();
-        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys];
-        IEvaluatorFactory[] evalFactories = new IEvaluatorFactory[numSecondaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++) {
-            evalFactories[i] = datasetDecls.getFormat().getFieldAccessEvaluatorFactory(itemType,
-                    secondaryKeyFields.get(i), numPrimaryKeys);
-            IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(i), itemType);
-            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
-            secondaryRecFields[i] = keySerde;
-        }
-        // fill in serializers and comparators for primary index fields
-        for (i = 0; i < numPrimaryKeys; i++) {
-            secondaryRecFields[numSecondaryKeys + i] = primaryRecFields[i];
-        }
-        RecordDescriptor secondaryRecDesc = new RecordDescriptor(secondaryRecFields);
-
-        int[] outColumns = new int[numSecondaryKeys];
-        int[] projectionList = new int[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++) {
-            outColumns[i] = numPrimaryKeys + i + 1;
-        }
-        int projCount = 0;
-        for (i = 0; i < numSecondaryKeys; i++) {
-            projectionList[projCount++] = numPrimaryKeys + i + 1;
-        }
-        for (i = 0; i < numPrimaryKeys; i++) {
-            projectionList[projCount++] = i;
-        }
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> assignSplitsAndConstraint = datasetDecls
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        AssignRuntimeFactory assign = new AssignRuntimeFactory(outColumns, evalFactories, projectionList);
-        AlgebricksMetaOperatorDescriptor asterixAssignOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
-                new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { secondaryRecDesc });
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixAssignOp,
-                assignSplitsAndConstraint.second);
-
-        // ---------- END ASSIGN OP
-
-        // ---------- START TOKENIZER OP
-
-        int numTokenKeyPairFields = numPrimaryKeys + 1;
-
-        ISerializerDeserializer[] tokenKeyPairFields = new ISerializerDeserializer[numTokenKeyPairFields];
-        tokenKeyPairFields[0] = serdeProvider.getSerializerDeserializer(fieldsToTokenizeType);
-        for (i = 0; i < numPrimaryKeys; i++)
-            tokenKeyPairFields[i + 1] = secondaryRecFields[numSecondaryKeys + i];
-        RecordDescriptor tokenKeyPairRecDesc = new RecordDescriptor(tokenKeyPairFields);
-
-        int[] fieldsToTokenize = new int[numSecondaryKeys];
-        for (i = 0; i < numSecondaryKeys; i++)
-            fieldsToTokenize[i] = i;
-
-        int[] primaryKeyFields = new int[numPrimaryKeys];
-        for (i = 0; i < numPrimaryKeys; i++)
-            primaryKeyFields[i] = numSecondaryKeys + i;
-
-        IBinaryTokenizerFactory tokenizerFactory = AqlBinaryTokenizerFactoryProvider.INSTANCE
-                .getTokenizerFactory(fieldsToTokenizeType);
-        BinaryTokenizerOperatorDescriptor tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec,
-                tokenKeyPairRecDesc, tokenizerFactory, fieldsToTokenize, primaryKeyFields);
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = datasetDecls
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, secondaryIndexName);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, tokenizerOp,
-                secondarySplitsAndConstraint.second);
-
-        // ---------- END TOKENIZER OP
-
-        // ---------- START EXTERNAL SORT OP
-
-        IBinaryComparatorFactory[] tokenKeyPairComparatorFactories = new IBinaryComparatorFactory[numTokenKeyPairFields];
-        tokenKeyPairComparatorFactories[0] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
-                fieldsToTokenizeType, true);
-        for (i = 0; i < numPrimaryKeys; i++)
-            tokenKeyPairComparatorFactories[i + 1] = primaryComparatorFactories[i];
-
-        int[] sortFields = new int[numTokenKeyPairFields]; // <token, primary
-        // key a, primary
-        // key b, etc.>
-        for (i = 0; i < numTokenKeyPairFields; i++)
-            sortFields[i] = i;
-
-        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> sorterSplitsAndConstraint = datasetDecls
-                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
-
-        ExternalSortOperatorDescriptor sortOp = new ExternalSortOperatorDescriptor(spec,
-                physicalOptimizationConfig.getMaxFramesExternalSort(), sortFields, tokenKeyPairComparatorFactories,
-                secondaryRecDesc);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, sortOp,
-                sorterSplitsAndConstraint.second);
-
-        // ---------- END EXTERNAL SORT OP
-
-        // ---------- START SECONDARY INDEX BULK LOAD
-
-        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numTokenKeyPairFields];
-        secondaryTypeTraits[0] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(fieldsToTokenizeType);
-        for (i = 0; i < numPrimaryKeys; i++)
-            secondaryTypeTraits[i + 1] = primaryTypeTraits[i];
-
-        int[] fieldPermutation = new int[numSecondaryKeys + numPrimaryKeys];
-        for (i = 0; i < numTokenKeyPairFields; i++)
-            fieldPermutation[i] = i;
-
-        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = new TreeIndexBulkLoadOperatorDescriptor(spec,
-                storageManager, indexRegistryProvider, secondarySplitsAndConstraint.first, secondaryTypeTraits,
-                tokenKeyPairComparatorFactories, fieldPermutation, 0.7f, new BTreeDataflowHelperFactory(),
-                NoOpOperationCallbackProvider.INSTANCE);
-        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryBulkLoadOp,
-                secondarySplitsAndConstraint.second);
-
-        // ---------- END SECONDARY INDEX BULK LOAD
-
-        // ---------- START CONNECT THE OPERATORS
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, asterixAssignOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, tokenizerOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), tokenizerOp, 0, sortOp, 0);
-
-        spec.connect(new OneToOneConnectorDescriptor(spec), sortOp, 0, secondaryBulkLoadOp, 0);
-
-        spec.addRoot(secondaryBulkLoadOp);
-
-        // ---------- END CONNECT THE OPERATORS
-        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
-        return spec;
-    }
-
-    public static void main(String[] args) throws Exception {
-        String host;
-        String appName;
-        String ddlFile;
-
-        switch (args.length) {
-            case 0: {
-                host = "127.0.0.1";
-                appName = "asterix";
-                ddlFile = "/home/abehm/workspace/asterix/asterix-app/src/test/resources/demo0927/local/create-index.aql";
-                System.out.println("No arguments specified, using defauls:");
-                System.out.println("HYRACKS HOST: " + host);
-                System.out.println("APPNAME:      " + appName);
-                System.out.println("DDLFILE:      " + ddlFile);
-            }
-                break;
-
-            case 3: {
-                host = args[0];
-                appName = args[1];
-                ddlFile = args[2];
-            }
-                break;
-
-            default: {
-                System.out.println("USAGE:");
-                System.out.println("ARG 1: Hyracks Host (IP or Hostname)");
-                System.out.println("ARG 2: Application Name (e.g., asterix)");
-                System.out.println("ARG 3: DDL File");
-                host = null;
-                appName = null;
-                ddlFile = null;
-                System.exit(0);
-            }
-                break;
-
-        }
-
-        // int port = HyracksIntegrationUtil.DEFAULT_HYRACKS_CC_PORT;
-
-        // AsterixJavaClient q = compileQuery(ddlFile, true, false, true);
-
-        // long start = System.currentTimeMillis();
-        // q.execute(port);
-        // long end = System.currentTimeMillis();
-        // System.err.println(start + " " + end + " " + (end - start));
-    }
-}
+}
\ No newline at end of file
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryBTreeCreator.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryBTreeCreator.java
new file mode 100644
index 0000000..83d7886
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryBTreeCreator.java
@@ -0,0 +1,83 @@
+package edu.uci.ics.asterix.file;
+
+import edu.uci.ics.asterix.common.context.AsterixIndexRegistryProvider;
+import edu.uci.ics.asterix.common.context.AsterixStorageManagerInterface;
+import edu.uci.ics.asterix.common.exceptions.AsterixException;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.ConnectorPolicyAssignmentPolicy;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+
+public class SecondaryBTreeCreator extends SecondaryIndexCreator {
+    
+    protected SecondaryBTreeCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @Override
+    public JobSpecification buildCreationJobSpec() throws AsterixException, AlgebricksException {
+        JobSpecification spec = new JobSpecification();
+        TreeIndexCreateOperatorDescriptor secondaryIndexCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                AsterixStorageManagerInterface.INSTANCE, AsterixIndexRegistryProvider.INSTANCE,
+                secondaryFileSplitProvider, secondaryRecDesc.getTypeTraits(), secondaryComparatorFactories,
+                new BTreeDataflowHelperFactory(), NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryIndexCreateOp,
+                secondaryPartitionConstraint);
+        spec.addRoot(secondaryIndexCreateOp);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        return spec;
+    }
+    
+    @Override
+    public JobSpecification buildLoadingJobSpec() throws AsterixException, AlgebricksException {
+        JobSpecification spec = new JobSpecification();
+        
+        // Create dummy key provider for feeding the primary index scan. 
+        AbstractOperatorDescriptor keyProviderOp = createDummyKeyProviderOp(spec);
+        
+        // Create primary index scan op.
+        BTreeSearchOperatorDescriptor primaryScanOp = createPrimaryIndexScanOp(spec);
+        
+        // Assign op.
+        AlgebricksMetaOperatorDescriptor asterixAssignOp = createAssignOp(spec, primaryScanOp, numSecondaryKeys);
+        
+        // If any of the secondary fields are nullable, then add a select op that filters nulls.
+        AlgebricksMetaOperatorDescriptor selectOp = null;
+        if (anySecondaryKeyIsNullable) {
+            selectOp = createFilterNullsSelectOp(spec, numSecondaryKeys);
+        }
+        
+        // Sort by secondary keys.
+        ExternalSortOperatorDescriptor sortOp = createSortOp(spec, secondaryComparatorFactories, secondaryRecDesc);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, sortOp, primaryPartitionConstraint);
+
+        // Create secondary BTree bulk load op.
+        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = createTreeIndexBulkLoadOp(spec, numSecondaryKeys,
+                new BTreeDataflowHelperFactory(), BTree.DEFAULT_FILL_FACTOR);
+
+        // Connect the operators.
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, asterixAssignOp, 0);        
+        if (anySecondaryKeyIsNullable) {
+            spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, selectOp, 0);
+            spec.connect(new OneToOneConnectorDescriptor(spec), selectOp, 0, sortOp, 0);
+        } else {
+            spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, sortOp, 0);
+        }
+        spec.connect(new OneToOneConnectorDescriptor(spec), sortOp, 0, secondaryBulkLoadOp, 0);
+        spec.addRoot(secondaryBulkLoadOp);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        return spec;
+    }
+}
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryIndexCreator.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryIndexCreator.java
new file mode 100644
index 0000000..7da18fb
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryIndexCreator.java
@@ -0,0 +1,312 @@
+package edu.uci.ics.asterix.file;
+
+import java.io.DataOutput;
+import java.util.List;
+
+import edu.uci.ics.asterix.common.config.DatasetConfig.DatasetType;
+import edu.uci.ics.asterix.common.context.AsterixIndexRegistryProvider;
+import edu.uci.ics.asterix.common.context.AsterixStorageManagerInterface;
+import edu.uci.ics.asterix.common.exceptions.AsterixException;
+import edu.uci.ics.asterix.formats.nontagged.AqlBinaryBooleanInspectorImpl;
+import edu.uci.ics.asterix.formats.nontagged.AqlBinaryComparatorFactoryProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlSerializerDeserializerProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlTypeTraitProvider;
+import edu.uci.ics.asterix.metadata.MetadataException;
+import edu.uci.ics.asterix.metadata.declared.AqlCompiledDatasetDecl;
+import edu.uci.ics.asterix.metadata.declared.AqlCompiledIndexDecl;
+import edu.uci.ics.asterix.metadata.declared.AqlCompiledMetadataDeclarations;
+import edu.uci.ics.asterix.metadata.utils.DatasetUtils;
+import edu.uci.ics.asterix.om.types.ARecordType;
+import edu.uci.ics.asterix.om.types.IAType;
+import edu.uci.ics.asterix.runtime.evaluators.functions.AndDescriptor;
+import edu.uci.ics.asterix.runtime.evaluators.functions.IsNullDescriptor;
+import edu.uci.ics.asterix.runtime.evaluators.functions.NotDescriptor;
+import edu.uci.ics.asterix.translator.DmlTranslator.CompiledCreateIndexStatement;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.common.utils.Triple;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.algebricks.data.ISerializerDeserializerProvider;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IEvaluatorFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IPushRuntimeFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.evaluators.ColumnAccessEvalFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import edu.uci.ics.hyracks.algebricks.runtime.operators.std.AssignRuntimeFactory;
+import edu.uci.ics.hyracks.algebricks.runtime.operators.std.StreamSelectRuntimeFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
+import edu.uci.ics.hyracks.dataflow.std.misc.ConstantTupleSourceOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.sort.ExternalSortOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+
+@SuppressWarnings("rawtypes")
+// TODO: We should eventually have a hierarchy of classes that can create all possible index job specs, 
+// not just for creation.
+public abstract class SecondaryIndexCreator {
+    protected final PhysicalOptimizationConfig physOptConf;
+    
+    protected int numPrimaryKeys;
+    protected int numSecondaryKeys;
+    protected AqlCompiledMetadataDeclarations metadata;
+    protected String datasetName;
+    protected AqlCompiledDatasetDecl datasetDecl;
+    protected ARecordType itemType;    
+    protected ISerializerDeserializer payloadSerde;
+    protected IFileSplitProvider primaryFileSplitProvider;
+    protected AlgebricksPartitionConstraint primaryPartitionConstraint;
+    protected IFileSplitProvider secondaryFileSplitProvider;
+    protected AlgebricksPartitionConstraint secondaryPartitionConstraint;
+    protected String secondaryIndexName;
+    protected boolean anySecondaryKeyIsNullable = false;
+
+    protected IBinaryComparatorFactory[] primaryComparatorFactories;
+    protected RecordDescriptor primaryRecDesc;
+    protected IBinaryComparatorFactory[] secondaryComparatorFactories;
+    protected RecordDescriptor secondaryRecDesc;
+    protected IEvaluatorFactory[] evalFactories;
+    
+    // Prevent public construction. Should be created via createIndexCreator().
+    protected SecondaryIndexCreator(PhysicalOptimizationConfig physOptConf) {
+        this.physOptConf = physOptConf;
+    }
+
+    public static SecondaryIndexCreator createIndexCreator(CompiledCreateIndexStatement createIndexStmt, AqlCompiledMetadataDeclarations metadata, PhysicalOptimizationConfig physOptConf) throws AsterixException, AlgebricksException {
+        SecondaryIndexCreator indexCreator = null;
+        switch (createIndexStmt.getIndexType()) {
+            case BTREE: {
+                indexCreator = new SecondaryBTreeCreator(physOptConf);
+                break;
+            }
+            case RTREE: {
+                indexCreator = new SecondaryRTreeCreator(physOptConf);
+                break;
+            }
+            case KEYWORD: {
+                indexCreator = new SecondaryInvertedIndexCreator(physOptConf);
+                break;
+            }
+            default: {
+                throw new AsterixException("Unknown Index Type: " + createIndexStmt.getIndexType());
+            }
+        }
+        indexCreator.init(createIndexStmt, metadata);
+        return indexCreator;
+    }
+    
+    public abstract JobSpecification buildCreationJobSpec() throws AsterixException, AlgebricksException;
+    
+    public abstract JobSpecification buildLoadingJobSpec() throws AsterixException, AlgebricksException;
+    
+    protected void init(CompiledCreateIndexStatement createIndexStmt, AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
+        this.metadata = metadata;
+        datasetName = createIndexStmt.getDatasetName();
+        secondaryIndexName = createIndexStmt.getIndexName();
+        datasetDecl = metadata.findDataset(datasetName);
+        if (datasetDecl == null) {
+            throw new AsterixException("Unknown dataset " + datasetName);
+        }
+        if (datasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new AsterixException("Cannot index an external dataset (" + datasetName + ").");
+        }
+        itemType = (ARecordType) metadata.findType(datasetDecl.getItemTypeName());
+        payloadSerde = AqlSerializerDeserializerProvider.INSTANCE
+                .getSerializerDeserializer(itemType);
+        numPrimaryKeys = DatasetUtils.getPartitioningFunctions(datasetDecl).size();
+        numSecondaryKeys = createIndexStmt.getKeyFields().size();
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> primarySplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
+        primaryFileSplitProvider = primarySplitsAndConstraint.first;
+        primaryPartitionConstraint = primarySplitsAndConstraint.second;
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, secondaryIndexName);
+        secondaryFileSplitProvider = secondarySplitsAndConstraint.first;
+        secondaryPartitionConstraint = secondarySplitsAndConstraint.second;
+        // Must be called in this order.
+        setPrimaryRecDescAndComparators();
+        setSecondaryRecDescAndComparators(createIndexStmt.getKeyFields());
+    }
+    
+    protected void setPrimaryRecDescAndComparators() throws AlgebricksException {
+        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(datasetDecl).size();
+        ISerializerDeserializer[] primaryRecFields = new ISerializerDeserializer[numPrimaryKeys + 1];
+        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
+        primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
+        ISerializerDeserializerProvider serdeProvider = metadata.getFormat().getSerdeProvider();
+        List<Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType>> partitioningFunctions = DatasetUtils
+                .getPartitioningFunctions(datasetDecl);
+        int i = 0;
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : partitioningFunctions) {
+            IAType keyType = evalFactoryAndType.third;
+            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
+            primaryRecFields[i] = keySerde;
+			primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
+					.getBinaryComparatorFactory(keyType, true);
+            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
+        primaryRecFields[numPrimaryKeys] = payloadSerde;
+        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
+        primaryRecDesc = new RecordDescriptor(primaryRecFields, primaryTypeTraits);
+    }
+    
+    protected void setSecondaryRecDescAndComparators(List<String> secondaryKeyFields) throws AlgebricksException, AsterixException {
+        evalFactories = new IEvaluatorFactory[numSecondaryKeys];
+        secondaryComparatorFactories = new IBinaryComparatorFactory[numSecondaryKeys + numPrimaryKeys];
+        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys];
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numSecondaryKeys + numPrimaryKeys];
+        ISerializerDeserializerProvider serdeProvider = metadata.getFormat().getSerdeProvider();
+        for (int i = 0; i < numSecondaryKeys; i++) {
+            evalFactories[i] = metadata.getFormat().getFieldAccessEvaluatorFactory(itemType, secondaryKeyFields.get(i),
+                    numPrimaryKeys);
+            Pair<IAType, Boolean> keyTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(secondaryKeyFields.get(i), itemType);
+            IAType keyType = keyTypePair.first;
+            anySecondaryKeyIsNullable = anySecondaryKeyIsNullable || keyTypePair.second;
+            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
+            secondaryRecFields[i] = keySerde;
+			secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
+					.getBinaryComparatorFactory(keyType, true);
+            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+        }
+        // Add serializers and comparators for primary index fields.
+        for (int i = 0; i < numPrimaryKeys; i++) {
+            secondaryRecFields[numSecondaryKeys + i] = primaryRecDesc.getFields()[i];
+            secondaryTypeTraits[numSecondaryKeys + i] = primaryRecDesc.getTypeTraits()[i];
+            secondaryComparatorFactories[numSecondaryKeys + i] = primaryComparatorFactories[i];
+        }
+        secondaryRecDesc = new RecordDescriptor(secondaryRecFields, secondaryTypeTraits);
+    }
+    
+    protected AbstractOperatorDescriptor createDummyKeyProviderOp(
+            JobSpecification spec) throws AsterixException, AlgebricksException {
+        // Build dummy tuple containing one field with a dummy value inside.
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(1);
+        DataOutput dos = tb.getDataOutput();
+        tb.reset();
+        try {
+            // Serialize dummy value into a field.
+            IntegerSerializerDeserializer.INSTANCE.serialize(0, dos);
+        } catch (HyracksDataException e) {
+            throw new AsterixException(e);
+        }
+        // Add dummy field.
+        tb.addFieldEndOffset();
+        ISerializerDeserializer[] keyRecDescSers = { IntegerSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(
+                spec, keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(),
+                tb.getSize());
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(
+                spec, keyProviderOp, primaryPartitionConstraint);
+        return keyProviderOp;
+    }
+    
+    protected BTreeSearchOperatorDescriptor createPrimaryIndexScanOp(JobSpecification spec) throws AlgebricksException {
+        // -Infinity
+        int[] lowKeyFields = null;
+        // +Infinity
+        int[] highKeyFields = null;
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                AsterixStorageManagerInterface.INSTANCE, AsterixIndexRegistryProvider.INSTANCE,
+                primaryFileSplitProvider, primaryRecDesc.getTypeTraits(), primaryComparatorFactories, lowKeyFields,
+                highKeyFields, true, true, new BTreeDataflowHelperFactory(), NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
+                primaryPartitionConstraint);
+        return primarySearchOp;
+    }
+    
+    protected AlgebricksMetaOperatorDescriptor createAssignOp(JobSpecification spec,
+            BTreeSearchOperatorDescriptor primaryScanOp, int numSecondaryKeyFields) throws AlgebricksException {
+        int[] outColumns = new int[numSecondaryKeyFields];
+        int[] projectionList = new int[numSecondaryKeyFields + numPrimaryKeys];
+        for (int i = 0; i < numSecondaryKeyFields; i++) {
+            outColumns[i] = numPrimaryKeys + i + 1;
+        }
+        int projCount = 0;
+        for (int i = 0; i < numSecondaryKeyFields; i++) {
+            projectionList[projCount++] = numPrimaryKeys + i + 1;
+        }
+        for (int i = 0; i < numPrimaryKeys; i++) {
+            projectionList[projCount++] = i;
+        }
+
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(outColumns, evalFactories, projectionList);
+        AlgebricksMetaOperatorDescriptor asterixAssignOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
+                new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { secondaryRecDesc });
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixAssignOp,
+                primaryPartitionConstraint);
+        return asterixAssignOp;
+    }
+    
+    protected ExternalSortOperatorDescriptor createSortOp(JobSpecification spec,
+            IBinaryComparatorFactory[] secondaryComparatorFactories, RecordDescriptor secondaryRecDesc) {
+        int[] sortFields = new int[secondaryComparatorFactories.length];
+        for (int i = 0; i < secondaryComparatorFactories.length; i++) {
+            sortFields[i] = i;
+        }
+        ExternalSortOperatorDescriptor sortOp = new ExternalSortOperatorDescriptor(spec,
+                physOptConf.getMaxFramesExternalSort(), sortFields, secondaryComparatorFactories, secondaryRecDesc);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, sortOp,
+                primaryPartitionConstraint);
+        return sortOp;
+    }
+    
+    protected TreeIndexBulkLoadOperatorDescriptor createTreeIndexBulkLoadOp(JobSpecification spec,
+            int numSecondaryKeyFields, IIndexDataflowHelperFactory dataflowHelperFactory, float fillFactor) throws MetadataException,
+            AlgebricksException {
+        int[] fieldPermutation = new int[numSecondaryKeyFields + numPrimaryKeys];
+        for (int i = 0; i < numSecondaryKeyFields + numPrimaryKeys; i++) {
+            fieldPermutation[i] = i;
+        }
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, secondaryIndexName);
+        TreeIndexBulkLoadOperatorDescriptor treeIndexBulkLoadOp = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                AsterixStorageManagerInterface.INSTANCE, AsterixIndexRegistryProvider.INSTANCE,
+                secondarySplitsAndConstraint.first, secondaryRecDesc.getTypeTraits(), secondaryComparatorFactories,
+                fieldPermutation, fillFactor, dataflowHelperFactory, NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, treeIndexBulkLoadOp,
+                secondarySplitsAndConstraint.second);
+        return treeIndexBulkLoadOp;
+    }
+    
+    public AlgebricksMetaOperatorDescriptor createFilterNullsSelectOp(JobSpecification spec, int numSecondaryKeyFields) throws AlgebricksException {
+        IEvaluatorFactory[] andArgsEvalFactories = new IEvaluatorFactory[numSecondaryKeyFields];
+        NotDescriptor notDesc = new NotDescriptor();
+        IsNullDescriptor isNullDesc = new IsNullDescriptor();
+        for (int i = 0; i < numSecondaryKeyFields; i++) {
+            // Access column i, and apply 'is not null'.
+            ColumnAccessEvalFactory columnAccessEvalFactory = new ColumnAccessEvalFactory(i);
+            IEvaluatorFactory isNullEvalFactory = isNullDesc.createEvaluatorFactory(new IEvaluatorFactory[] { columnAccessEvalFactory });
+            IEvaluatorFactory notEvalFactory = notDesc.createEvaluatorFactory(new IEvaluatorFactory[] { isNullEvalFactory });
+            andArgsEvalFactories[i] = notEvalFactory;
+        }
+        IEvaluatorFactory selectCond = null;
+        if (numSecondaryKeyFields > 1) {
+            // Create conjunctive condition where all secondary index keys must satisfy 'is not null'.
+            AndDescriptor andDesc = new AndDescriptor();
+            selectCond = andDesc.createEvaluatorFactory(andArgsEvalFactories);
+        } else {
+            selectCond = andArgsEvalFactories[0];
+        }
+        StreamSelectRuntimeFactory select = new StreamSelectRuntimeFactory(selectCond, null, AqlBinaryBooleanInspectorImpl.INSTANCE);
+        AlgebricksMetaOperatorDescriptor asterixSelectOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
+                new IPushRuntimeFactory[] { select }, new RecordDescriptor[] { secondaryRecDesc });
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixSelectOp,
+                primaryPartitionConstraint);
+        return asterixSelectOp;
+    }
+}
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryInvertedIndexCreator.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryInvertedIndexCreator.java
new file mode 100644
index 0000000..df2ef13
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryInvertedIndexCreator.java
@@ -0,0 +1,269 @@
+package edu.uci.ics.asterix.file;
+
+import edu.uci.ics.asterix.common.exceptions.AsterixException;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+
+public class SecondaryInvertedIndexCreator extends SecondaryIndexCreator {
+    
+    protected SecondaryInvertedIndexCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @Override
+    public JobSpecification buildCreationJobSpec() throws AsterixException, AlgebricksException {
+        // TODO Auto-generated method stub
+        return null;
+    }
+    
+    @Override
+    // TODO: This code has been completely rewritten in the asterix-fuzzy branch. No tests currently rely
+    // on this code, so I didn't do any cleanup here.
+    public JobSpecification buildLoadingJobSpec() throws AsterixException, AlgebricksException {
+        /*
+        JobSpecification spec = new JobSpecification();
+
+        String primaryIndexName = createIndexStmt.getDatasetName();
+        String secondaryIndexName = createIndexStmt.getIndexName();
+
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(primaryIndexName);
+        if (compiledDatasetDecl == null) {
+            throw new AsterixException("Could not find dataset " + primaryIndexName);
+        }
+
+        if (compiledDatasetDecl.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new AsterixException("Cannot index an external dataset (" + primaryIndexName + ").");
+        }
+        ARecordType itemType = (ARecordType) metadata.findType(compiledDatasetDecl.getItemTypeName());
+        ISerializerDeserializerProvider serdeProvider = metadata.getFormat().getSerdeProvider();
+        ISerializerDeserializer payloadSerde = serdeProvider.getSerializerDeserializer(itemType);
+
+        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(compiledDatasetDecl).size();
+
+        // sanity
+        if (numPrimaryKeys > 1)
+            throw new AsterixException("Cannot create inverted keyword index on dataset with composite primary key.");
+
+        // sanity
+        IAType fieldsToTokenizeType = AqlCompiledIndexDecl
+                .keyFieldType(createIndexStmt.getKeyFields().get(0), itemType);
+        for (String fieldName : createIndexStmt.getKeyFields()) {
+            IAType nextFieldToTokenizeType = AqlCompiledIndexDecl.keyFieldType(fieldName, itemType);
+            if (nextFieldToTokenizeType.getTypeTag() != fieldsToTokenizeType.getTypeTag()) {
+                throw new AsterixException(
+                        "Cannot create inverted keyword index. Fields to tokenize must be of the same type.");
+            }
+        }
+
+        // ---------- START GENERAL BTREE STUFF
+
+        IIndexRegistryProvider<IIndex> treeRegistryProvider = AsterixIndexRegistryProvider.INSTANCE;
+        IStorageManagerInterface storageManager = AsterixStorageManagerInterface.INSTANCE;
+
+        // ---------- END GENERAL BTREE STUFF
+
+        // ---------- START KEY PROVIDER OP
+
+        // TODO: should actually be empty tuple source
+        // build tuple containing low and high search keys
+        ArrayTupleBuilder tb = new ArrayTupleBuilder(1); // just one dummy field
+        DataOutput dos = tb.getDataOutput();
+
+        try {
+            tb.reset();
+            IntegerSerializerDeserializer.INSTANCE.serialize(0, dos); // dummy
+            // field
+            tb.addFieldEndOffset();
+        } catch (HyracksDataException e) {
+            throw new AsterixException(e);
+        }
+
+        ISerializerDeserializer[] keyRecDescSers = { IntegerSerializerDeserializer.INSTANCE };
+        RecordDescriptor keyRecDesc = new RecordDescriptor(keyRecDescSers);
+
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> keyProviderSplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
+
+        ConstantTupleSourceOperatorDescriptor keyProviderOp = new ConstantTupleSourceOperatorDescriptor(spec,
+                keyRecDesc, tb.getFieldEndOffsets(), tb.getByteArray(), tb.getSize());
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, keyProviderOp,
+                keyProviderSplitsAndConstraint.second);
+
+        // ---------- END KEY PROVIDER OP
+
+        // ---------- START PRIMARY INDEX SCAN
+
+        ISerializerDeserializer[] primaryRecFields = new ISerializerDeserializer[numPrimaryKeys + 1];
+        IBinaryComparatorFactory[] primaryComparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
+        ITypeTraits[] primaryTypeTraits = new ITypeTraits[numPrimaryKeys + 1];
+        int i = 0;
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
+                .getPartitioningFunctions(compiledDatasetDecl)) {
+            IAType keyType = evalFactoryAndType.third;
+            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
+            primaryRecFields[i] = keySerde;
+			primaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
+					.getBinaryComparatorFactory(keyType, true);
+            primaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
+        primaryRecFields[numPrimaryKeys] = payloadSerde;
+        primaryTypeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
+
+        int[] lowKeyFields = null; // -infinity
+        int[] highKeyFields = null; // +infinity
+        RecordDescriptor primaryRecDesc = new RecordDescriptor(primaryRecFields);
+
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> primarySplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
+
+        BTreeSearchOperatorDescriptor primarySearchOp = new BTreeSearchOperatorDescriptor(spec, primaryRecDesc,
+                storageManager, treeRegistryProvider, primarySplitsAndConstraint.first, primaryTypeTraits, primaryComparatorFactories, lowKeyFields,
+                highKeyFields, true, true, new BTreeDataflowHelperFactory(), NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, primarySearchOp,
+                primarySplitsAndConstraint.second);
+
+        // ---------- END PRIMARY INDEX SCAN
+
+        // ---------- START ASSIGN OP
+
+        List<String> secondaryKeyFields = createIndexStmt.getKeyFields();
+        int numSecondaryKeys = secondaryKeyFields.size();
+        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys + numSecondaryKeys];
+        IEvaluatorFactory[] evalFactories = new IEvaluatorFactory[numSecondaryKeys];
+        for (i = 0; i < numSecondaryKeys; i++) {
+            evalFactories[i] = metadata.getFormat().getFieldAccessEvaluatorFactory(itemType,
+                    secondaryKeyFields.get(i), numPrimaryKeys);
+            IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyFields.get(i), itemType);
+            ISerializerDeserializer keySerde = serdeProvider.getSerializerDeserializer(keyType);
+            secondaryRecFields[i] = keySerde;
+        }
+        // fill in serializers and comparators for primary index fields
+        for (i = 0; i < numPrimaryKeys; i++) {
+            secondaryRecFields[numSecondaryKeys + i] = primaryRecFields[i];
+        }
+        RecordDescriptor secondaryRecDesc = new RecordDescriptor(secondaryRecFields);
+
+        int[] outColumns = new int[numSecondaryKeys];
+        int[] projectionList = new int[numSecondaryKeys + numPrimaryKeys];
+        for (i = 0; i < numSecondaryKeys; i++) {
+            outColumns[i] = numPrimaryKeys + i + 1;
+        }
+        int projCount = 0;
+        for (i = 0; i < numSecondaryKeys; i++) {
+            projectionList[projCount++] = numPrimaryKeys + i + 1;
+        }
+        for (i = 0; i < numPrimaryKeys; i++) {
+            projectionList[projCount++] = i;
+        }
+
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> assignSplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
+
+        AssignRuntimeFactory assign = new AssignRuntimeFactory(outColumns, evalFactories, projectionList);
+        AlgebricksMetaOperatorDescriptor asterixAssignOp = new AlgebricksMetaOperatorDescriptor(spec, 1, 1,
+                new IPushRuntimeFactory[] { assign }, new RecordDescriptor[] { secondaryRecDesc });
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, asterixAssignOp,
+                assignSplitsAndConstraint.second);
+
+        // ---------- END ASSIGN OP
+
+        // ---------- START TOKENIZER OP
+
+        int numTokenKeyPairFields = numPrimaryKeys + 1;
+
+        ISerializerDeserializer[] tokenKeyPairFields = new ISerializerDeserializer[numTokenKeyPairFields];
+        tokenKeyPairFields[0] = serdeProvider.getSerializerDeserializer(fieldsToTokenizeType);
+        for (i = 0; i < numPrimaryKeys; i++)
+            tokenKeyPairFields[i + 1] = secondaryRecFields[numSecondaryKeys + i];
+        RecordDescriptor tokenKeyPairRecDesc = new RecordDescriptor(tokenKeyPairFields);
+
+        int[] fieldsToTokenize = new int[numSecondaryKeys];
+        for (i = 0; i < numSecondaryKeys; i++)
+            fieldsToTokenize[i] = i;
+
+        int[] primaryKeyFields = new int[numPrimaryKeys];
+        for (i = 0; i < numPrimaryKeys; i++)
+            primaryKeyFields[i] = numSecondaryKeys + i;
+
+        IBinaryTokenizerFactory tokenizerFactory = AqlBinaryTokenizerFactoryProvider.INSTANCE
+                .getTokenizerFactory(fieldsToTokenizeType);
+        BinaryTokenizerOperatorDescriptor tokenizerOp = new BinaryTokenizerOperatorDescriptor(spec,
+                tokenKeyPairRecDesc, tokenizerFactory, fieldsToTokenize, primaryKeyFields);
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> secondarySplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, secondaryIndexName);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, tokenizerOp,
+                secondarySplitsAndConstraint.second);
+
+        // ---------- END TOKENIZER OP
+
+        // ---------- START EXTERNAL SORT OP
+
+        IBinaryComparatorFactory[] tokenKeyPairComparatorFactories = new IBinaryComparatorFactory[numTokenKeyPairFields];
+		tokenKeyPairComparatorFactories[0] = AqlBinaryComparatorFactoryProvider.INSTANCE
+				.getBinaryComparatorFactory(fieldsToTokenizeType, true);
+        for (i = 0; i < numPrimaryKeys; i++) {
+            tokenKeyPairComparatorFactories[i + 1] = primaryComparatorFactories[i];
+        }
+
+        // <token, primarykey a, primarykey b, etc.>
+        int[] sortFields = new int[numTokenKeyPairFields]; 
+        for (i = 0; i < numTokenKeyPairFields; i++) {
+            sortFields[i] = i;
+        }
+
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> sorterSplitsAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(primaryIndexName, primaryIndexName);
+
+        ExternalSortOperatorDescriptor sortOp = new ExternalSortOperatorDescriptor(spec,
+                physOptConf.getMaxFramesExternalSort(), sortFields, tokenKeyPairComparatorFactories,
+                secondaryRecDesc);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, sortOp,
+                sorterSplitsAndConstraint.second);
+
+        // ---------- END EXTERNAL SORT OP
+
+        // ---------- START SECONDARY INDEX BULK LOAD
+
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numTokenKeyPairFields];
+        secondaryTypeTraits[0] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(fieldsToTokenizeType);
+        for (i = 0; i < numPrimaryKeys; i++)
+            secondaryTypeTraits[i + 1] = primaryTypeTraits[i];
+
+        int[] fieldPermutation = new int[numSecondaryKeys + numPrimaryKeys];
+        for (i = 0; i < numTokenKeyPairFields; i++)
+            fieldPermutation[i] = i;
+
+        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = new TreeIndexBulkLoadOperatorDescriptor(
+                spec, storageManager, treeRegistryProvider,
+                secondarySplitsAndConstraint.first, secondaryTypeTraits,
+                tokenKeyPairComparatorFactories, fieldPermutation, 0.7f,
+                new BTreeDataflowHelperFactory(),
+                NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryBulkLoadOp,
+                secondarySplitsAndConstraint.second);
+
+        // ---------- END SECONDARY INDEX BULK LOAD
+
+        // ---------- START CONNECT THE OPERATORS
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primarySearchOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), primarySearchOp, 0, asterixAssignOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, tokenizerOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), tokenizerOp, 0, sortOp, 0);
+
+        spec.connect(new OneToOneConnectorDescriptor(spec), sortOp, 0, secondaryBulkLoadOp, 0);
+
+        spec.addRoot(secondaryBulkLoadOp);
+
+        // ---------- END CONNECT THE OPERATORS
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        return spec;
+        */
+        return null;
+    }
+}
diff --git a/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryRTreeCreator.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryRTreeCreator.java
new file mode 100644
index 0000000..b2db19a
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryRTreeCreator.java
@@ -0,0 +1,140 @@
+package edu.uci.ics.asterix.file;
+
+import java.util.List;
+
+import edu.uci.ics.asterix.common.context.AsterixIndexRegistryProvider;
+import edu.uci.ics.asterix.common.context.AsterixStorageManagerInterface;
+import edu.uci.ics.asterix.common.exceptions.AsterixException;
+import edu.uci.ics.asterix.dataflow.data.nontagged.valueproviders.AqlPrimitiveValueProviderFactory;
+import edu.uci.ics.asterix.formats.nontagged.AqlBinaryComparatorFactoryProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlSerializerDeserializerProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlTypeTraitProvider;
+import edu.uci.ics.asterix.metadata.declared.AqlCompiledIndexDecl;
+import edu.uci.ics.asterix.om.types.IAType;
+import edu.uci.ics.asterix.om.util.NonTaggedFormatUtil;
+import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraintHelper;
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
+import edu.uci.ics.hyracks.algebricks.core.jobgen.impl.ConnectorPolicyAssignmentPolicy;
+import edu.uci.ics.hyracks.algebricks.core.rewriter.base.PhysicalOptimizationConfig;
+import edu.uci.ics.hyracks.algebricks.runtime.operators.meta.AlgebricksMetaOperatorDescriptor;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
+import edu.uci.ics.hyracks.api.job.JobSpecification;
+import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorDescriptor;
+import edu.uci.ics.hyracks.dataflow.std.connectors.OneToOneConnectorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.dataflow.BTreeSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
+
+@SuppressWarnings("rawtypes")
+public class SecondaryRTreeCreator extends SecondaryIndexCreator {
+
+    protected IPrimitiveValueProviderFactory[] valueProviderFactories;
+    protected int numNestedSecondaryKeyFields;
+    
+    protected SecondaryRTreeCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @Override
+    public JobSpecification buildCreationJobSpec() throws AsterixException, AlgebricksException {
+        JobSpecification spec = new JobSpecification();
+        TreeIndexCreateOperatorDescriptor secondaryIndexCreateOp = new TreeIndexCreateOperatorDescriptor(spec,
+                AsterixStorageManagerInterface.INSTANCE, AsterixIndexRegistryProvider.INSTANCE,
+                secondaryFileSplitProvider, secondaryRecDesc.getTypeTraits(), secondaryComparatorFactories,
+                new RTreeDataflowHelperFactory(valueProviderFactories), NoOpOperationCallbackProvider.INSTANCE);
+        AlgebricksPartitionConstraintHelper.setPartitionConstraintInJobSpec(spec, secondaryIndexCreateOp,
+                secondaryPartitionConstraint);
+        spec.addRoot(secondaryIndexCreateOp);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        return spec;
+    }
+    
+    @Override
+    protected void setSecondaryRecDescAndComparators(List<String> secondaryKeyFields) throws AlgebricksException,
+            AsterixException {
+        int numSecondaryKeys = secondaryKeyFields.size();
+        if (numSecondaryKeys != 1) {
+            throw new AsterixException(
+                    "Cannot use "
+                            + numSecondaryKeys
+                            + " fields as a key for the R-tree index. There can be only one field as a key for the R-tree index.");
+        }
+        Pair<IAType, Boolean> spatialTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(secondaryKeyFields.get(0), itemType);
+        IAType spatialType = spatialTypePair.first;
+        anySecondaryKeyIsNullable = spatialTypePair.second;
+        if (spatialType == null) {
+            throw new AsterixException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
+        }
+        int numDimensions = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
+        numNestedSecondaryKeyFields = numDimensions * 2;
+        evalFactories = metadata.getFormat().createMBRFactory(itemType, secondaryKeyFields.get(0), numPrimaryKeys,
+                numDimensions);
+        secondaryComparatorFactories = new IBinaryComparatorFactory[numNestedSecondaryKeyFields];
+        valueProviderFactories = new IPrimitiveValueProviderFactory[numNestedSecondaryKeyFields];
+        ISerializerDeserializer[] secondaryRecFields = new ISerializerDeserializer[numPrimaryKeys
+                + numNestedSecondaryKeyFields];
+        ITypeTraits[] secondaryTypeTraits = new ITypeTraits[numNestedSecondaryKeyFields + numPrimaryKeys];
+        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(spatialType.getTypeTag());
+        for (int i = 0; i < numNestedSecondaryKeyFields; i++) {
+            ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
+                    .getSerializerDeserializer(nestedKeyType);
+            secondaryRecFields[i] = keySerde;
+			secondaryComparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
+					.getBinaryComparatorFactory(nestedKeyType, true);
+            secondaryTypeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(nestedKeyType);
+            valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
+        }
+        // Add serializers and comparators for primary index fields.
+        for (int i = 0; i < numPrimaryKeys; i++) {
+            secondaryRecFields[numNestedSecondaryKeyFields + i] = primaryRecDesc.getFields()[i];
+            secondaryTypeTraits[numNestedSecondaryKeyFields + i] = primaryRecDesc.getTypeTraits()[i];
+        }
+        secondaryRecDesc = new RecordDescriptor(secondaryRecFields, secondaryTypeTraits);
+    }
+    
+    @Override
+    public JobSpecification buildLoadingJobSpec() throws AsterixException, AlgebricksException {
+        JobSpecification spec = new JobSpecification();
+        
+        // Create dummy key provider for feeding the primary index scan. 
+        AbstractOperatorDescriptor keyProviderOp = createDummyKeyProviderOp(spec);
+        
+        // Create primary index scan op.
+        BTreeSearchOperatorDescriptor primaryScanOp = createPrimaryIndexScanOp(spec);
+
+        // Assign op.
+        AlgebricksMetaOperatorDescriptor asterixAssignOp = createAssignOp(spec, primaryScanOp, numNestedSecondaryKeyFields);
+
+        // If any of the secondary fields are nullable, then add a select op that filters nulls.
+        AlgebricksMetaOperatorDescriptor selectOp = null;
+        if (anySecondaryKeyIsNullable) {
+            selectOp = createFilterNullsSelectOp(spec, numNestedSecondaryKeyFields);
+        }
+        
+        // Create secondary RTree bulk load op.
+        TreeIndexBulkLoadOperatorDescriptor secondaryBulkLoadOp = createTreeIndexBulkLoadOp(spec,
+                numNestedSecondaryKeyFields, new RTreeDataflowHelperFactory(valueProviderFactories),
+                BTree.DEFAULT_FILL_FACTOR);
+
+        // Connect the operators.
+        spec.connect(new OneToOneConnectorDescriptor(spec), keyProviderOp, 0, primaryScanOp, 0);
+        spec.connect(new OneToOneConnectorDescriptor(spec), primaryScanOp, 0, asterixAssignOp, 0);
+        if (anySecondaryKeyIsNullable) {
+            spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, selectOp, 0);
+            spec.connect(new OneToOneConnectorDescriptor(spec), selectOp, 0, secondaryBulkLoadOp, 0);
+        } else {
+            spec.connect(new OneToOneConnectorDescriptor(spec), asterixAssignOp, 0, secondaryBulkLoadOp, 0);
+        }
+        spec.addRoot(secondaryBulkLoadOp);
+        spec.setConnectorPolicyAssignmentPolicy(new ConnectorPolicyAssignmentPolicy());
+        return spec;
+    }
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.aql
new file mode 100644
index 0000000..1815463
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_01.aql
@@ -0,0 +1,40 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as open {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1:///data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search-conjunctive.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.aql
new file mode 100644
index 0000000..725da3a
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-conjunctive-open_02.aql
@@ -0,0 +1,41 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+
+create type OrderType as open {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search-conjunctive.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey,
+  "o_totalprice": $o.o_totalprice
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-open.aql b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-open.aql
new file mode 100644
index 0000000..a6bfa42
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/orders-index-search-open.aql
@@ -0,0 +1,35 @@
+drop dataverse index_search if exists;
+
+create dataverse index_search;
+
+use dataverse index_search;
+
+create type OrderType as open {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"/tmp/index_search.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search-open.aql b/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search-open.aql
new file mode 100644
index 0000000..09a1ef6
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/prim-idx-search-open.aql
@@ -0,0 +1,36 @@
+drop dataverse prim_index_search if exists;
+
+create dataverse prim_index_search;
+
+use dataverse prim_index_search;
+
+
+create type OrderType as open {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+
+write output to nc1:"/tmp/prim_index_search.adm";
+
+
+for $o in dataset('Orders')
+where
+  $o.o_orderkey = 34
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index-open.aql b/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index-open.aql
new file mode 100644
index 0000000..192b189
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/queries/rtree-secondary-index-open.aql
@@ -0,0 +1,32 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create nodegroup group1  if not exists on nc1, nc2;
+
+create dataset MyData(MyRecord)
+  partitioned by key id on group1;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on MyData(point) type rtree;
+
+
+write output to nc1:"rttest/index_rtree-secondary-index-open.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(4.0,1.0), create-point(4.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_01.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_01.plan
new file mode 100644
index 0000000..6c99d34
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_01.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$11(ASC) ]  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                    -- STABLE_SORT [$$19(ASC)]  |LOCAL|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_02.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_02.plan
new file mode 100644
index 0000000..7aff2c2
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-conjunctive-open_02.plan
@@ -0,0 +1,18 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- STREAM_PROJECT  |PARTITIONED|
+    -- ASSIGN  |PARTITIONED|
+      -- SORT_MERGE_EXCHANGE [$$12(ASC) ]  |PARTITIONED|
+        -- STREAM_PROJECT  |PARTITIONED|
+          -- STREAM_SELECT  |PARTITIONED|
+            -- ASSIGN  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- BTREE_SEARCH  |PARTITIONED|
+                  -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                    -- STABLE_SORT [$$21(ASC)]  |LOCAL|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- STREAM_PROJECT  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- BTREE_SEARCH  |PARTITIONED|
+                              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                                -- ASSIGN  |PARTITIONED|
+                                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/orders-index-search-open.plan b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-open.plan
new file mode 100644
index 0000000..ce5cbbf
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/orders-index-search-open.plan
@@ -0,0 +1,16 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- BTREE_SEARCH  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                -- STABLE_SORT [$$13(ASC)]  |LOCAL|
+                  -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                    -- STREAM_PROJECT  |PARTITIONED|
+                      -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                        -- BTREE_SEARCH  |PARTITIONED|
+                          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                            -- ASSIGN  |PARTITIONED|
+                              -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/prim-idx-search-open.plan b/asterix-app/src/test/resources/optimizerts/results/prim-idx-search-open.plan
new file mode 100644
index 0000000..4ac0fda
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/prim-idx-search-open.plan
@@ -0,0 +1,10 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- ASSIGN  |PARTITIONED|
+          -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+            -- BTREE_SEARCH  |PARTITIONED|
+              -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                -- ASSIGN  |PARTITIONED|
+                  -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
diff --git a/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index-open.plan b/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index-open.plan
new file mode 100644
index 0000000..2b4529d
--- /dev/null
+++ b/asterix-app/src/test/resources/optimizerts/results/rtree-secondary-index-open.plan
@@ -0,0 +1,17 @@
+-- SINK_WRITE  |PARTITIONED|
+  -- RANDOM_MERGE_EXCHANGE  |PARTITIONED|
+    -- STREAM_PROJECT  |PARTITIONED|
+      -- ASSIGN  |PARTITIONED|
+        -- STREAM_SELECT  |PARTITIONED|
+          -- ASSIGN  |PARTITIONED|
+            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+              -- BTREE_SEARCH  |PARTITIONED|
+                -- ONE_TO_ONE_EXCHANGE  |LOCAL|
+                  -- STABLE_SORT [$$18(ASC)]  |LOCAL|
+                    -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                      -- STREAM_PROJECT  |PARTITIONED|
+                        -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                          -- RTREE_SEARCH  |PARTITIONED|
+                            -- ONE_TO_ONE_EXCHANGE  |PARTITIONED|
+                              -- ASSIGN  |PARTITIONED|
+                                -- EMPTY_TUPLE_SOURCE  |PARTITIONED|
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-btree-secondary-index-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-btree-secondary-index-nullable.aql
new file mode 100644
index 0000000..a35c8e5
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-btree-secondary-index-nullable.aql
@@ -0,0 +1,42 @@
+/* 
+ * Test case Name  : scan-delete-btree-secondary-index-nullable.aql
+ * Description     : This test is intended to test deletion from secondary btree indexes that are built on nullable fields 
+ * Expected Result : Success
+ * Date            : May 12 2012
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+create dataset Customers(CustomerType) partitioned by key cid;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/co1k/customer.adm"),("format"="adm"));
+
+create index age_index on Customers(age);
+
+delete $c from dataset Customers where $c.cid>=200;
+
+write output to nc1:"rttest/dml_scan-delete-btree-secondary-index-nullable.adm";
+
+for $c in dataset('Customers')
+where $c.age < 20
+order by $c.cid
+return $c
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index-nullable.aql
new file mode 100644
index 0000000..fc30529
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-delete-rtree-secondary-index-nullable.aql
@@ -0,0 +1,39 @@
+/* 
+ * Test case Name  : scan-delete-rtree-secondary-index-nullable.aql
+ * Description     : This test is intended to test deletion from secondary rtree indexes that are built on nullable fields 
+ * Expected Result : Success
+ * Date            : May 12 2012
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point?,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create dataset MyData(MyRecord)
+  partitioned by key id;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialDataNulls.json"),("format"="adm")) pre-sorted;
+
+create index rtree_index_point on MyData(point) type rtree;
+
+delete $m from dataset MyData where $m.id>10;
+
+write output to nc1:"rttest/dml_scan-delete-rtree-secondary-index-nullable.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(0.0,1.0), create-point(0.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-btree-secondary-index-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-btree-secondary-index-nullable.aql
new file mode 100644
index 0000000..d5d22d3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-btree-secondary-index-nullable.aql
@@ -0,0 +1,55 @@
+/* 
+ * Test case Name  : scan-delete-btree-secondary-index-nullable.aql
+ * Description     : This test is intended to test insertion into secondary btree indexes that are built on nullable fields 
+ * Expected Result : Success
+ * Date            : May 12 2012
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type AddressType as closed {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as closed {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+create dataset Customers(CustomerType) partitioned by key cid;
+create dataset CustomersMini(CustomerType) partitioned by key cid;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/co1k/customer.adm"),("format"="adm"));
+
+create index age_index on CustomersMini(age);
+
+insert into dataset CustomersMini
+(
+	for $c in dataset('Customers')
+	where $c.cid < 200	
+	return {
+	  "cid": $c.cid,
+  	  "name": $c.name,
+  	  "age": $c.age,
+  	  "address": $c.address,
+  	  "interests": $c.interests,
+  	  "children": $c.children
+	}	
+);
+
+write output to nc1:"rttest/dml_scan-insert-btree-secondary-index-nullable.adm";
+
+for $c in dataset('CustomersMini')
+where $c.age < 20
+order by $c.cid
+return $c
diff --git a/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index-nullable.aql
new file mode 100644
index 0000000..161439a
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/dml/scan-insert-rtree-secondary-index-nullable.aql
@@ -0,0 +1,54 @@
+/* 
+ * Test case Name  : scan-insert-rtree-secondary-index-nullable.aql
+ * Description     : This test is intended to test insertion into secondary rtree indexes that are built on nullable fields 
+ * Expected Result : Success
+ * Date            : May 12 2012
+ */
+
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point?,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create type MyMiniRecord as closed {
+  id: int32,
+  point: point?
+}
+
+create dataset MyData(MyRecord)
+  partitioned by key id;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/spatial/spatialDataNulls.json"),("format"="adm")) pre-sorted;
+
+create dataset MyMiniData(MyMiniRecord)
+  partitioned by key id;
+
+create index rtree_index_point on MyMiniData(point) type rtree;
+
+insert into dataset MyMiniData
+(
+	for $m in dataset('MyData')
+	return {
+		"id": $m.id,
+		"point": $m.point
+	}
+);
+
+write output to nc1:"rttest/dml_scan-insert-rtree-secondary-index-nullable.adm";
+
+for $o in dataset('MyMiniData')
+where spatial-intersect($o.point, create-polygon(create-point(0.0,1.0), create-point(0.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/cust-index-age-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/index/cust-index-age-nullable.aql
new file mode 100644
index 0000000..19348a6
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/cust-index-age-nullable.aql
@@ -0,0 +1,33 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type AddressType as open {
+  number: int32, 
+  street: string,
+  city: string
+}
+
+create type CustomerType as open {
+  cid: int32, 
+  name: string,
+  age: int32?,
+  address: AddressType?,
+  interests: {{string}},
+  children: [ { name: string, age: int32? } ]
+}
+
+create dataset Customers(CustomerType) partitioned by key cid;
+
+load dataset Customers 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/semistructured/tiny01/customer.adm"),("format"="adm"));
+
+create index age_index on Customers(age);
+
+write output to nc1:"rttest/index_cust-index-age-nullable.adm";
+
+for $c in dataset('Customers')
+where $c.age < 20
+order by $c.cid
+return $c
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive-open.aql b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive-open.aql
new file mode 100644
index 0000000..1a29b28
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-conjunctive-open.aql
@@ -0,0 +1,35 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type OrderType as closed {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey) ;
+
+write output to nc1:"rttest/index_orders-index-custkey-conjunctive-open.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40 and $o.o_totalprice > 150000.0
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-open.aql b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-open.aql
new file mode 100644
index 0000000..f3a9f1f
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/orders-index-custkey-open.aql
@@ -0,0 +1,38 @@
+drop dataverse tpch if exists;
+create dataverse tpch;
+use dataverse tpch;
+
+create type OrderType as open {
+  o_orderkey: int32, 
+  o_custkey: int32, 
+  o_orderstatus: string, 
+  o_totalprice: double, 
+  o_orderdate: string, 
+  o_orderpriority: string,
+  o_clerk: string, 
+  o_shippriority: int32, 
+  o_comment: string
+}
+
+
+create nodegroup group1 if not exists on nc1, nc2;
+
+create dataset Orders(OrderType)
+  partitioned by key o_orderkey on group1;
+
+load dataset Orders 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter"
+(("path"="nc1://data/tpch0.001/orders.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_Orders_Custkey on Orders(o_custkey);
+
+write output to nc1:"rttest/index_orders-index-custkey-open.adm";
+
+for $o in dataset('Orders')
+where
+  $o.o_custkey = 40
+order by $o.o_orderkey
+return {  
+  "o_orderkey": $o.o_orderkey,
+  "o_custkey": $o.o_custkey 
+}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/range-search-open.aql b/asterix-app/src/test/resources/runtimets/queries/index/range-search-open.aql
new file mode 100644
index 0000000..1781280
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/range-search-open.aql
@@ -0,0 +1,40 @@
+drop dataverse test if exists;
+  
+create dataverse test;
+use dataverse test;
+
+create type LineItemType as open {
+  l_orderkey: int32, 
+  l_partkey: int32, 
+  l_suppkey: int32, 
+  l_linenumber: int32, 
+  l_quantity: double, 
+  l_extendedprice: double,
+  l_discount: double, 
+  l_tax: double,
+  l_returnflag: string, 
+  l_linestatus: string, 
+  l_shipdate: string,
+  l_commitdate: string, 
+  l_receiptdate: string, 
+  l_shipinstruct: string, 
+  l_shipmode: string, 
+  l_comment: string
+}
+
+create dataset LineItem(LineItemType)
+  partitioned by key l_orderkey, l_linenumber;
+
+load dataset LineItem 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/tpch0.001/lineitem.tbl"),("format"="delimited-text"),("delimiter"="|")) pre-sorted;
+
+create index idx_LineItem_partkey on LineItem(l_linenumber);
+create index idx_LineItem_suppkey on LineItem(l_suppkey);
+
+write output to nc1:"rttest/index_range-search-open.adm";      
+for $c in dataset('LineItem')
+where $c.l_suppkey < 100 and $c.l_suppkey>5
+order by $c.l_orderkey, $c.l_linenumber
+return $c 
+
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-nullable.aql b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-nullable.aql
new file mode 100644
index 0000000..a4555f4
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-nullable.aql
@@ -0,0 +1,30 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as closed {
+  id: int32,
+  point: point?,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create dataset MyData(MyRecord)
+  partitioned by key id;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/spatial/spatialDataNulls.json"),("format"="adm"));
+
+create index rtree_index_point on MyData(point) type rtree;
+
+write output to nc1:"rttest/index_rtree-secondary-index-nullable.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(4.0,1.0), create-point(4.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-open.aql b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-open.aql
new file mode 100644
index 0000000..c428af2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index-open.aql
@@ -0,0 +1,31 @@
+drop dataverse test if exists;
+create dataverse test;
+use dataverse test;
+
+create type MyRecord as open {
+  id: int32,
+  point: point,
+  kwds: string,
+  line1: line,
+  line2: line,
+  poly1: polygon,
+  poly2: polygon,
+  rec: rectangle
+}
+
+create dataset MyData(MyRecord)
+  partitioned by key id;
+
+load dataset MyData 
+using "edu.uci.ics.asterix.external.dataset.adapter.NCFileSystemAdapter" 
+(("path"="nc1://data/spatial/spatialData.json"),("format"="adm"));
+
+create index rtree_index_point on MyData(point) type rtree;
+
+
+write output to nc1:"rttest/index_rtree-secondary-index-open.adm";
+
+for $o in dataset('MyData')
+where spatial-intersect($o.point, create-polygon(create-point(4.0,1.0), create-point(4.0,4.0), create-point(12.0,4.0), create-point(12.0,1.0)))
+order by $o.id
+return {"id":$o.id}
diff --git a/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql
index 6dab809..01b2981 100644
--- a/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql
+++ b/asterix-app/src/test/resources/runtimets/queries/index/rtree-secondary-index.aql
@@ -22,7 +22,6 @@
 
 create index rtree_index_point on MyData(point) type rtree;
 
-
 write output to nc1:"rttest/index_rtree-secondary-index.adm";
 
 for $o in dataset('MyData')
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-btree-secondary-index-nullable.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-btree-secondary-index-nullable.adm
new file mode 100644
index 0000000..a12b9b9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-btree-secondary-index-nullable.adm
@@ -0,0 +1,14 @@
+{ "cid": 3, "name": "Phung Wheetley", "age": 12, "address": { "number": 5549, "street": "Hill St.", "city": "Mountain View" }, "interests": {{ "Wine" }}, "children": [ { "name": "Raelene Wheetley", "age": null }, { "name": "Dudley Wheetley", "age": null } ] }
+{ "cid": 11, "name": "Meta Simek", "age": 13, "address": { "number": 4384, "street": "7th St.", "city": "San Jose" }, "interests": {{ "Wine", "Walking" }}, "children": [ { "name": "Oretha Simek", "age": null }, { "name": "Terence Simek", "age": null } ] }
+{ "cid": 52, "name": "Janna Tish", "age": 12, "address": { "number": 2598, "street": "Washington St.", "city": "San Jose" }, "interests": {{  }}, "children": [ { "name": "Mackenzie Tish", "age": null }, { "name": "Ettie Tish", "age": null }, { "name": "Hortencia Tish", "age": null }, { "name": "Paul Tish", "age": null } ] }
+{ "cid": 55, "name": "Terrence Bryant", "age": 12, "address": { "number": 3188, "street": "Park St.", "city": "Seattle" }, "interests": {{ "Wine", "Cooking" }}, "children": [ { "name": "Dayna Bryant", "age": null } ] }
+{ "cid": 61, "name": "Linsey Mose", "age": 17, "address": { "number": 9198, "street": "Lake St.", "city": "Portland" }, "interests": {{ "Puzzles" }}, "children": [ { "name": "Tilda Mose", "age": null }, { "name": "Lillie Mose", "age": null }, { "name": "Robyn Mose", "age": null } ] }
+{ "cid": 92, "name": "Kenny Laychock", "age": 15, "address": { "number": 4790, "street": "Washington St.", "city": "Portland" }, "interests": {{ "Video Games", "Basketball" }}, "children": [  ] }
+{ "cid": 111, "name": "Eddy Ortea", "age": 16, "address": { "number": 6874, "street": "Main St.", "city": "Los Angeles" }, "interests": {{  }}, "children": [ { "name": "Shera Ortea", "age": null } ] }
+{ "cid": 112, "name": "Dorie Lave", "age": 10, "address": { "number": 2286, "street": "Lake St.", "city": "Los Angeles" }, "interests": {{ "Coffee" }}, "children": [ { "name": "Grady Lave", "age": null }, { "name": "Daysi Lave", "age": null } ] }
+{ "cid": 144, "name": "Celesta Sosebee", "age": 19, "address": { "number": 2683, "street": "7th St.", "city": "Portland" }, "interests": {{ "Databases", "Databases" }}, "children": [ { "name": "Jesse Sosebee", "age": null }, { "name": "Oralee Sosebee", "age": null }, { "name": "Sunday Sosebee", "age": null } ] }
+{ "cid": 146, "name": "Glennis Vanruiten", "age": 14, "address": { "number": 8272, "street": "Park St.", "city": "Los Angeles" }, "interests": {{ "Squash", "Databases" }}, "children": [ { "name": "Joanie Vanruiten", "age": null }, { "name": "Long Vanruiten", "age": null }, { "name": "Abdul Vanruiten", "age": null } ] }
+{ "cid": 153, "name": "Randy Hueso", "age": 11, "address": { "number": 1957, "street": "Oak St.", "city": "San Jose" }, "interests": {{ "Computers", "Wine", "Databases", "Walking" }}, "children": [  ] }
+{ "cid": 186, "name": "Krystle Spangler", "age": 15, "address": { "number": 4697, "street": "Cedar St.", "city": "Seattle" }, "interests": {{ "Cigars", "Squash", "Coffee", "Video Games" }}, "children": [  ] }
+{ "cid": 192, "name": "Shakira Delmonte", "age": 10, "address": { "number": 8838, "street": "Park St.", "city": "Sunnyvale" }, "interests": {{ "Books", "Cigars", "Bass", "Base Jumping" }}, "children": [ { "name": "Sergio Delmonte", "age": null }, { "name": "Aida Delmonte", "age": null }, { "name": "Juliane Delmonte", "age": null } ] }
+{ "cid": 195, "name": "Annetta Demille", "age": 17, "address": { "number": 5722, "street": "Park St.", "city": "Portland" }, "interests": {{ "Bass" }}, "children": [ { "name": "Natacha Demille", "age": null }, { "name": "Giuseppe Demille", "age": null }, { "name": "Kami Demille", "age": null }, { "name": "Jewell Demille", "age": null } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index-nullable.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index-nullable.adm
new file mode 100644
index 0000000..0e739c3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-delete-rtree-secondary-index-nullable.adm
@@ -0,0 +1 @@
+{ "id": 10 }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-btree-secondary-index-nullable.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-btree-secondary-index-nullable.adm
new file mode 100644
index 0000000..a12b9b9
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-btree-secondary-index-nullable.adm
@@ -0,0 +1,14 @@
+{ "cid": 3, "name": "Phung Wheetley", "age": 12, "address": { "number": 5549, "street": "Hill St.", "city": "Mountain View" }, "interests": {{ "Wine" }}, "children": [ { "name": "Raelene Wheetley", "age": null }, { "name": "Dudley Wheetley", "age": null } ] }
+{ "cid": 11, "name": "Meta Simek", "age": 13, "address": { "number": 4384, "street": "7th St.", "city": "San Jose" }, "interests": {{ "Wine", "Walking" }}, "children": [ { "name": "Oretha Simek", "age": null }, { "name": "Terence Simek", "age": null } ] }
+{ "cid": 52, "name": "Janna Tish", "age": 12, "address": { "number": 2598, "street": "Washington St.", "city": "San Jose" }, "interests": {{  }}, "children": [ { "name": "Mackenzie Tish", "age": null }, { "name": "Ettie Tish", "age": null }, { "name": "Hortencia Tish", "age": null }, { "name": "Paul Tish", "age": null } ] }
+{ "cid": 55, "name": "Terrence Bryant", "age": 12, "address": { "number": 3188, "street": "Park St.", "city": "Seattle" }, "interests": {{ "Wine", "Cooking" }}, "children": [ { "name": "Dayna Bryant", "age": null } ] }
+{ "cid": 61, "name": "Linsey Mose", "age": 17, "address": { "number": 9198, "street": "Lake St.", "city": "Portland" }, "interests": {{ "Puzzles" }}, "children": [ { "name": "Tilda Mose", "age": null }, { "name": "Lillie Mose", "age": null }, { "name": "Robyn Mose", "age": null } ] }
+{ "cid": 92, "name": "Kenny Laychock", "age": 15, "address": { "number": 4790, "street": "Washington St.", "city": "Portland" }, "interests": {{ "Video Games", "Basketball" }}, "children": [  ] }
+{ "cid": 111, "name": "Eddy Ortea", "age": 16, "address": { "number": 6874, "street": "Main St.", "city": "Los Angeles" }, "interests": {{  }}, "children": [ { "name": "Shera Ortea", "age": null } ] }
+{ "cid": 112, "name": "Dorie Lave", "age": 10, "address": { "number": 2286, "street": "Lake St.", "city": "Los Angeles" }, "interests": {{ "Coffee" }}, "children": [ { "name": "Grady Lave", "age": null }, { "name": "Daysi Lave", "age": null } ] }
+{ "cid": 144, "name": "Celesta Sosebee", "age": 19, "address": { "number": 2683, "street": "7th St.", "city": "Portland" }, "interests": {{ "Databases", "Databases" }}, "children": [ { "name": "Jesse Sosebee", "age": null }, { "name": "Oralee Sosebee", "age": null }, { "name": "Sunday Sosebee", "age": null } ] }
+{ "cid": 146, "name": "Glennis Vanruiten", "age": 14, "address": { "number": 8272, "street": "Park St.", "city": "Los Angeles" }, "interests": {{ "Squash", "Databases" }}, "children": [ { "name": "Joanie Vanruiten", "age": null }, { "name": "Long Vanruiten", "age": null }, { "name": "Abdul Vanruiten", "age": null } ] }
+{ "cid": 153, "name": "Randy Hueso", "age": 11, "address": { "number": 1957, "street": "Oak St.", "city": "San Jose" }, "interests": {{ "Computers", "Wine", "Databases", "Walking" }}, "children": [  ] }
+{ "cid": 186, "name": "Krystle Spangler", "age": 15, "address": { "number": 4697, "street": "Cedar St.", "city": "Seattle" }, "interests": {{ "Cigars", "Squash", "Coffee", "Video Games" }}, "children": [  ] }
+{ "cid": 192, "name": "Shakira Delmonte", "age": 10, "address": { "number": 8838, "street": "Park St.", "city": "Sunnyvale" }, "interests": {{ "Books", "Cigars", "Bass", "Base Jumping" }}, "children": [ { "name": "Sergio Delmonte", "age": null }, { "name": "Aida Delmonte", "age": null }, { "name": "Juliane Delmonte", "age": null } ] }
+{ "cid": 195, "name": "Annetta Demille", "age": 17, "address": { "number": 5722, "street": "Park St.", "city": "Portland" }, "interests": {{ "Bass" }}, "children": [ { "name": "Natacha Demille", "age": null }, { "name": "Giuseppe Demille", "age": null }, { "name": "Kami Demille", "age": null }, { "name": "Jewell Demille", "age": null } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index-nullable.adm b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index-nullable.adm
new file mode 100644
index 0000000..4bd8c19
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/dml/scan-insert-rtree-secondary-index-nullable.adm
@@ -0,0 +1,2 @@
+{ "id": 10 }
+{ "id": 12 }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/cust-index-age-nullable.adm b/asterix-app/src/test/resources/runtimets/results/index/cust-index-age-nullable.adm
new file mode 100644
index 0000000..f5b5521
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/cust-index-age-nullable.adm
@@ -0,0 +1,2 @@
+{ "cid": 92, "name": "Kenny Laychock", "age": 15, "address": { "number": 4790, "street": "Washington St.", "city": "Portland" }, "interests": {{ "Video Games", "Basketball" }}, "children": [  ] }
+{ "cid": 112, "name": "Dorie Lave", "age": 10, "address": { "number": 2286, "street": "Lake St.", "city": "Los Angeles" }, "interests": {{ "Coffee" }}, "children": [ { "name": "Grady Lave", "age": null }, { "name": "Daysi Lave", "age": null } ] }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive-open.adm b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive-open.adm
new file mode 100644
index 0000000..a00d8c2
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-conjunctive-open.adm
@@ -0,0 +1,5 @@
+{ "o_orderkey": 7, "o_custkey": 40 }
+{ "o_orderkey": 3008, "o_custkey": 40 }
+{ "o_orderkey": 4934, "o_custkey": 40 }
+{ "o_orderkey": 4935, "o_custkey": 40 }
+{ "o_orderkey": 4995, "o_custkey": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-open.adm b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-open.adm
new file mode 100644
index 0000000..c795ad3
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/orders-index-custkey-open.adm
@@ -0,0 +1,22 @@
+{ "o_orderkey": 7, "o_custkey": 40 }
+{ "o_orderkey": 323, "o_custkey": 40 }
+{ "o_orderkey": 421, "o_custkey": 40 }
+{ "o_orderkey": 642, "o_custkey": 40 }
+{ "o_orderkey": 866, "o_custkey": 40 }
+{ "o_orderkey": 1698, "o_custkey": 40 }
+{ "o_orderkey": 2051, "o_custkey": 40 }
+{ "o_orderkey": 2215, "o_custkey": 40 }
+{ "o_orderkey": 2625, "o_custkey": 40 }
+{ "o_orderkey": 2817, "o_custkey": 40 }
+{ "o_orderkey": 3008, "o_custkey": 40 }
+{ "o_orderkey": 3617, "o_custkey": 40 }
+{ "o_orderkey": 3649, "o_custkey": 40 }
+{ "o_orderkey": 3653, "o_custkey": 40 }
+{ "o_orderkey": 3686, "o_custkey": 40 }
+{ "o_orderkey": 3714, "o_custkey": 40 }
+{ "o_orderkey": 3943, "o_custkey": 40 }
+{ "o_orderkey": 4677, "o_custkey": 40 }
+{ "o_orderkey": 4934, "o_custkey": 40 }
+{ "o_orderkey": 4935, "o_custkey": 40 }
+{ "o_orderkey": 4995, "o_custkey": 40 }
+{ "o_orderkey": 5735, "o_custkey": 40 }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/range-search-open.adm b/asterix-app/src/test/resources/runtimets/results/index/range-search-open.adm
new file mode 100644
index 0000000..3e85ff0
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/range-search-open.adm
@@ -0,0 +1,2978 @@
+{ "l_orderkey": 1, "l_partkey": 68, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 36.0d, "l_extendedprice": 34850.16d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-12", "l_commitdate": "1996-02-28", "l_receiptdate": "1996-04-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ly final dependencies: slyly bold " }
+{ "l_orderkey": 1, "l_partkey": 3, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 28.0d, "l_extendedprice": 25284.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-21", "l_commitdate": "1996-03-30", "l_receiptdate": "1996-05-16", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "lites. fluffily even de" }
+{ "l_orderkey": 1, "l_partkey": 25, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 24.0d, "l_extendedprice": 22200.48d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-30", "l_commitdate": "1996-03-14", "l_receiptdate": "1996-04-01", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": " pending foxes. slyly re" }
+{ "l_orderkey": 3, "l_partkey": 20, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 49.0d, "l_extendedprice": 45080.98d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-11-09", "l_commitdate": "1993-12-20", "l_receiptdate": "1993-11-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": " unusual accounts. eve" }
+{ "l_orderkey": 3, "l_partkey": 129, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 27.0d, "l_extendedprice": 27786.24d, "l_discount": 0.06d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-16", "l_commitdate": "1993-11-22", "l_receiptdate": "1994-01-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "nal foxes wake. " }
+{ "l_orderkey": 3, "l_partkey": 63, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 26.0d, "l_extendedprice": 25039.56d, "l_discount": 0.1d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-29", "l_commitdate": "1993-12-18", "l_receiptdate": "1993-11-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ges sleep after the caref" }
+{ "l_orderkey": 4, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 30.0d, "l_extendedprice": 29672.4d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-10", "l_commitdate": "1995-12-14", "l_receiptdate": "1996-01-18", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "- quickly regular packages sleep. idly" }
+{ "l_orderkey": 5, "l_partkey": 109, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 15.0d, "l_extendedprice": 15136.5d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-10-31", "l_commitdate": "1994-08-31", "l_receiptdate": "1994-11-20", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "ts wake furiously " }
+{ "l_orderkey": 6, "l_partkey": 140, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 37.0d, "l_extendedprice": 38485.18d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-04-27", "l_commitdate": "1992-05-15", "l_receiptdate": "1992-05-02", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "p furiously special foxes" }
+{ "l_orderkey": 7, "l_partkey": 95, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 46.0d, "l_extendedprice": 45774.14d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-15", "l_commitdate": "1996-03-27", "l_receiptdate": "1996-02-03", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": " unusual reques" }
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+{ "l_orderkey": 807, "l_partkey": 155, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 49.0d, "l_extendedprice": 51702.35d, "l_discount": 0.01d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-17", "l_commitdate": "1994-01-24", "l_receiptdate": "1994-01-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "y regular requests haggle." }
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+{ "l_orderkey": 838, "l_partkey": 95, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 23.0d, "l_extendedprice": 22887.07d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-26", "l_commitdate": "1998-04-17", "l_receiptdate": "1998-04-02", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ets haggle furiously furiously regular r" }
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+{ "l_orderkey": 2466, "l_partkey": 11, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 29.0d, "l_extendedprice": 26419.29d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-01", "l_commitdate": "1994-04-20", "l_receiptdate": "1994-04-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "es boost fluffily ab" }
+{ "l_orderkey": 2466, "l_partkey": 79, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 30.0d, "l_extendedprice": 29372.1d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-11", "l_commitdate": "1994-05-02", "l_receiptdate": "1994-05-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": ". fluffily even pinto beans are idly. f" }
+{ "l_orderkey": 2466, "l_partkey": 155, "l_suppkey": 7, "l_linenumber": 7, "l_quantity": 35.0d, "l_extendedprice": 36930.25d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-06-01", "l_commitdate": "1994-05-27", "l_receiptdate": "1994-06-21", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": " packages detect carefully: ironically sl" }
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+{ "l_orderkey": 2468, "l_partkey": 21, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 43.0d, "l_extendedprice": 39603.86d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-08-17", "l_commitdate": "1997-08-21", "l_receiptdate": "1997-08-30", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": "uriously eve" }
+{ "l_orderkey": 2468, "l_partkey": 195, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 44.0d, "l_extendedprice": 48188.36d, "l_discount": 0.0d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-01", "l_commitdate": "1997-08-02", "l_receiptdate": "1997-10-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "egular, silent sheave" }
+{ "l_orderkey": 2468, "l_partkey": 159, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 18.0d, "l_extendedprice": 19064.7d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-25", "l_commitdate": "1997-08-26", "l_receiptdate": "1997-08-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "cies. fluffily r" }
+{ "l_orderkey": 2469, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 35.0d, "l_extendedprice": 34582.8d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-02-04", "l_commitdate": "1997-02-02", "l_receiptdate": "1997-02-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ld packages haggle regular frets. fluffily " }
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+{ "l_orderkey": 2500, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 41.0d, "l_extendedprice": 40183.28d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-02", "l_commitdate": "1992-11-11", "l_receiptdate": "1992-09-06", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "s could have to integrate after the " }
+{ "l_orderkey": 2500, "l_partkey": 69, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 17.0d, "l_extendedprice": 16474.02d, "l_discount": 0.01d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-09-30", "l_commitdate": "1992-10-16", "l_receiptdate": "1992-10-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "encies-- ironic, even packages" }
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+{ "l_orderkey": 2503, "l_partkey": 128, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 39.0d, "l_extendedprice": 40096.68d, "l_discount": 0.05d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-10-11", "l_commitdate": "1993-09-09", "l_receiptdate": "1993-10-16", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "d carefully fluffily" }
+{ "l_orderkey": 2503, "l_partkey": 19, "l_suppkey": 6, "l_linenumber": 7, "l_quantity": 17.0d, "l_extendedprice": 15623.17d, "l_discount": 0.09d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-09-04", "l_commitdate": "1993-07-31", "l_receiptdate": "1993-09-23", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "c accounts haggle blithel" }
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+{ "l_orderkey": 2531, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 20.0d, "l_extendedprice": 19721.6d, "l_discount": 0.06d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-18", "l_commitdate": "1996-06-25", "l_receiptdate": "1996-07-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "TRUCK", "l_comment": "into beans. furious" }
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+{ "l_orderkey": 2533, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 5.0d, "l_extendedprice": 5490.95d, "l_discount": 0.1d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-26", "l_commitdate": "1997-06-02", "l_receiptdate": "1997-06-24", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ccounts. ironic, special accounts boo" }
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+{ "l_orderkey": 2534, "l_partkey": 27, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 49.0d, "l_extendedprice": 45423.98d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-09-01", "l_commitdate": "1996-08-20", "l_receiptdate": "1996-09-06", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "sometimes regular requests. blithely unus" }
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+{ "l_orderkey": 4832, "l_partkey": 149, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 4.0d, "l_extendedprice": 4196.56d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-16", "l_commitdate": "1998-02-12", "l_receiptdate": "1998-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "ages. slyly express deposits cajole car" }
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+{ "l_orderkey": 4833, "l_partkey": 117, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 11.0d, "l_extendedprice": 11188.21d, "l_discount": 0.03d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-08-24", "l_commitdate": "1996-07-26", "l_receiptdate": "1996-09-19", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "s nag above the busily sile" }
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+{ "l_orderkey": 4865, "l_partkey": 162, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 16.0d, "l_extendedprice": 16994.56d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-02", "l_commitdate": "1997-08-20", "l_receiptdate": "1997-10-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "osits haggle. fur" }
+{ "l_orderkey": 4865, "l_partkey": 137, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 4.0d, "l_extendedprice": 4148.52d, "l_discount": 0.07d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-24", "l_commitdate": "1997-07-25", "l_receiptdate": "1997-08-07", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "sts. blithely special instruction" }
+{ "l_orderkey": 4865, "l_partkey": 54, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 33.0d, "l_extendedprice": 31483.65d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-17", "l_commitdate": "1997-08-16", "l_receiptdate": "1997-07-30", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "y pending notornis ab" }
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+{ "l_orderkey": 4866, "l_partkey": 131, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 17.0d, "l_extendedprice": 17529.21d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-11-26", "l_commitdate": "1997-10-11", "l_receiptdate": "1997-12-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ess packages doubt. even somas wake f" }
+{ "l_orderkey": 4867, "l_partkey": 160, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 3.0d, "l_extendedprice": 3180.48d, "l_discount": 0.04d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-04", "l_commitdate": "1992-07-15", "l_receiptdate": "1992-07-21", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "yly silent deposits" }
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+{ "l_orderkey": 4869, "l_partkey": 157, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 25.0d, "l_extendedprice": 26428.75d, "l_discount": 0.0d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-11-25", "l_commitdate": "1994-11-14", "l_receiptdate": "1994-12-19", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "e according t" }
+{ "l_orderkey": 4869, "l_partkey": 103, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 24.0d, "l_extendedprice": 24074.4d, "l_discount": 0.1d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-11-23", "l_commitdate": "1994-11-18", "l_receiptdate": "1994-12-11", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "se deposits above the sly, q" }
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+{ "l_orderkey": 4870, "l_partkey": 6, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 4.0d, "l_extendedprice": 3624.0d, "l_discount": 0.03d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-10-23", "l_commitdate": "1994-09-16", "l_receiptdate": "1994-11-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "its wake quickly. slyly quick" }
+{ "l_orderkey": 4871, "l_partkey": 161, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 17.0d, "l_extendedprice": 18039.72d, "l_discount": 0.07d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-09", "l_commitdate": "1995-09-01", "l_receiptdate": "1995-10-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "es. carefully ev" }
+{ "l_orderkey": 4871, "l_partkey": 149, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 35.0d, "l_extendedprice": 36719.9d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-11", "l_commitdate": "1995-07-18", "l_receiptdate": "1995-08-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "ackages sle" }
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+{ "l_orderkey": 5954, "l_partkey": 147, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 8.0d, "l_extendedprice": 8377.12d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-03-27", "l_commitdate": "1993-01-22", "l_receiptdate": "1993-04-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "AIR", "l_comment": "unusual th" }
+{ "l_orderkey": 5954, "l_partkey": 94, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 20.0d, "l_extendedprice": 19881.8d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-12-25", "l_commitdate": "1993-02-05", "l_receiptdate": "1992-12-31", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": " accounts wake carefu" }
+{ "l_orderkey": 5955, "l_partkey": 62, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 15.0d, "l_extendedprice": 14430.9d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-22", "l_commitdate": "1995-05-28", "l_receiptdate": "1995-04-27", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "y final accounts above the regu" }
+{ "l_orderkey": 5955, "l_partkey": 112, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 40.0d, "l_extendedprice": 40484.4d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1995-04-01", "l_commitdate": "1995-06-11", "l_receiptdate": "1995-04-27", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "oss the fluffily regular" }
+{ "l_orderkey": 5956, "l_partkey": 55, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 23.0d, "l_extendedprice": 21966.15d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-06", "l_commitdate": "1998-07-10", "l_receiptdate": "1998-06-15", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "ly slyly special " }
+{ "l_orderkey": 5956, "l_partkey": 20, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 40.0d, "l_extendedprice": 36800.8d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-11", "l_commitdate": "1998-07-19", "l_receiptdate": "1998-06-21", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "final theodolites sleep carefully ironic c" }
+{ "l_orderkey": 5957, "l_partkey": 15, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 37.0d, "l_extendedprice": 33855.37d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-18", "l_commitdate": "1994-02-19", "l_receiptdate": "1994-05-11", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": " ideas use ruthlessly." }
+{ "l_orderkey": 5957, "l_partkey": 2, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 17.0d, "l_extendedprice": 15334.0d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-01-24", "l_commitdate": "1994-02-16", "l_receiptdate": "1994-02-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": ". final, pending packages" }
+{ "l_orderkey": 5957, "l_partkey": 88, "l_suppkey": 9, "l_linenumber": 5, "l_quantity": 40.0d, "l_extendedprice": 39523.2d, "l_discount": 0.04d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-01-07", "l_commitdate": "1994-02-05", "l_receiptdate": "1994-01-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": "ironic asymptotes sleep blithely again" }
+{ "l_orderkey": 5958, "l_partkey": 149, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 33.0d, "l_extendedprice": 34621.62d, "l_discount": 0.02d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-24", "l_commitdate": "1995-12-12", "l_receiptdate": "1995-10-05", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "lar, regular accounts wake furi" }
+{ "l_orderkey": 5958, "l_partkey": 43, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 23.0d, "l_extendedprice": 21689.92d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-26", "l_commitdate": "1995-10-19", "l_receiptdate": "1995-09-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "regular requests. bold, bold deposits unwin" }
+{ "l_orderkey": 5958, "l_partkey": 153, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 42.0d, "l_extendedprice": 44232.3d, "l_discount": 0.1d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-12", "l_commitdate": "1995-10-19", "l_receiptdate": "1996-01-09", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "n accounts. final, ironic packages " }
+{ "l_orderkey": 5958, "l_partkey": 39, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 18.0d, "l_extendedprice": 16902.54d, "l_discount": 0.04d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-12-02", "l_commitdate": "1995-10-17", "l_receiptdate": "1995-12-22", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "regular requests haggle" }
+{ "l_orderkey": 5958, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 32.0d, "l_extendedprice": 33028.16d, "l_discount": 0.06d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-09-20", "l_commitdate": "1995-12-10", "l_receiptdate": "1995-10-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "e carefully special theodolites. carefully " }
+{ "l_orderkey": 5959, "l_partkey": 147, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 17.0d, "l_extendedprice": 17801.38d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-10", "l_commitdate": "1992-07-06", "l_receiptdate": "1992-06-23", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "ackages. blithely ex" }
+{ "l_orderkey": 5959, "l_partkey": 5, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 4.0d, "l_extendedprice": 3620.0d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-14", "l_commitdate": "1992-07-05", "l_receiptdate": "1992-07-01", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "gular requests ar" }
+{ "l_orderkey": 5959, "l_partkey": 196, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 13.0d, "l_extendedprice": 14250.47d, "l_discount": 0.03d, "l_tax": 0.0d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-29", "l_commitdate": "1992-07-13", "l_receiptdate": "1992-08-20", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "ar forges. deposits det" }
+{ "l_orderkey": 5959, "l_partkey": 40, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 37.0d, "l_extendedprice": 34781.48d, "l_discount": 0.04d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-05", "l_commitdate": "1992-07-18", "l_receiptdate": "1992-06-29", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "endencies. brai" }
+{ "l_orderkey": 5959, "l_partkey": 43, "l_suppkey": 10, "l_linenumber": 7, "l_quantity": 47.0d, "l_extendedprice": 44322.88d, "l_discount": 0.02d, "l_tax": 0.01d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-28", "l_commitdate": "1992-07-24", "l_receiptdate": "1992-09-09", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "deposits. slyly special cou" }
+{ "l_orderkey": 5985, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 4.0d, "l_extendedprice": 3944.32d, "l_discount": 0.02d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-05-04", "l_commitdate": "1995-04-01", "l_receiptdate": "1995-05-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ole along the quickly slow d" }
+{ "l_orderkey": 5986, "l_partkey": 79, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 26.0d, "l_extendedprice": 25455.82d, "l_discount": 0.0d, "l_tax": 0.0d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-08-10", "l_commitdate": "1992-05-23", "l_receiptdate": "1992-08-24", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "SHIP", "l_comment": "e fluffily ironic ideas. silent " }
+{ "l_orderkey": 5986, "l_partkey": 196, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 25.0d, "l_extendedprice": 27404.75d, "l_discount": 0.03d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-06-16", "l_commitdate": "1992-07-17", "l_receiptdate": "1992-06-29", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " instructions. slyly regular de" }
+{ "l_orderkey": 5986, "l_partkey": 136, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 6.0d, "l_extendedprice": 6216.78d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-16", "l_commitdate": "1992-06-10", "l_receiptdate": "1992-07-29", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "RAIL", "l_comment": "al foxes within the slyly speci" }
diff --git a/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-nullable.adm b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-nullable.adm
new file mode 100644
index 0000000..2ffad7c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-nullable.adm
@@ -0,0 +1 @@
+{ "id": 12 }
\ No newline at end of file
diff --git a/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-open.adm b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-open.adm
new file mode 100644
index 0000000..2ffad7c
--- /dev/null
+++ b/asterix-app/src/test/resources/runtimets/results/index/rtree-secondary-index-open.adm
@@ -0,0 +1 @@
+{ "id": 12 }
\ No newline at end of file
diff --git a/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorDescriptor.java b/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
index a80aadc..7d1f64f 100644
--- a/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
+++ b/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorDescriptor.java
@@ -28,6 +28,7 @@
 import edu.uci.ics.hyracks.api.job.JobSpecification;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
@@ -45,19 +46,20 @@
 
     private final long transactionId;
 
-    /* TODO: Index operators should live in Hyracks. Right now, they are needed here in Asterix
-     * as a hack to provide transactionIDs. The Asterix verions of this operator will disappear 
-     * and the operator will come from Hyracks once the LSM/Recovery/Transactions world has 
-     * been introduced.
+    /**
+     * TODO: Index operators should live in Hyracks. Right now, they are needed
+     * here in Asterix as a hack to provide transactionIDs. The Asterix verions
+     * of this operator will disappear and the operator will come from Hyracks
+     * once the LSM/Recovery/Transactions world has been introduced.
      */
     public TreeIndexInsertUpdateDeleteOperatorDescriptor(JobSpecification spec, RecordDescriptor recDesc,
             IStorageManagerInterface storageManager, IIndexRegistryProvider<IIndex> indexRegistryProvider,
             IFileSplitProvider fileSplitProvider, ITypeTraits[] typeTraits,
             IBinaryComparatorFactory[] comparatorFactories, int[] fieldPermutation, IndexOp op,
-            IIndexDataflowHelperFactory dataflowHelperFactory, IOperationCallbackProvider opCallbackProvider,
-            long transactionId) {
+            IIndexDataflowHelperFactory dataflowHelperFactory, ITupleFilterFactory tupleFilterFactory,
+            IOperationCallbackProvider opCallbackProvider, long transactionId) {
         super(spec, 1, 1, recDesc, storageManager, indexRegistryProvider, fileSplitProvider, typeTraits,
-                comparatorFactories, dataflowHelperFactory, opCallbackProvider);
+                comparatorFactories, dataflowHelperFactory, tupleFilterFactory, opCallbackProvider);
         this.fieldPermutation = fieldPermutation;
         this.op = op;
         this.transactionId = transactionId;
@@ -68,8 +70,8 @@
             IRecordDescriptorProvider recordDescProvider, int partition, int nPartitions) {
         TransactionContext txnContext;
         try {
-            ITransactionManager transactionManager = ((AsterixAppRuntimeContext) ctx.getJobletContext().getApplicationContext()
-                    .getApplicationObject()).getTransactionProvider().getTransactionManager();
+            ITransactionManager transactionManager = ((AsterixAppRuntimeContext) ctx.getJobletContext()
+                    .getApplicationContext().getApplicationObject()).getTransactionProvider().getTransactionManager();
             txnContext = transactionManager.getTransactionContext(transactionId);
         } catch (ACIDException ae) {
             throw new RuntimeException(" could not obtain context for invalid transaction id " + transactionId);
diff --git a/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorNodePushable.java b/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
index 0749693..af4eefc 100644
--- a/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
+++ b/asterix-hyracks-glue/src/main/java/edu/uci/ics/asterix/runtime/transaction/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
@@ -34,9 +34,12 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
 import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilter;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
@@ -49,11 +52,13 @@
     private final IRecordDescriptorProvider recordDescProvider;
     private final IndexOp op;
     private final PermutingFrameTupleReference tuple = new PermutingFrameTupleReference();
+    private FrameTupleReference frameTuple;
     private ByteBuffer writeBuffer;
     private IIndexAccessor indexAccessor;
     private ILockManager lockManager;
     private final TransactionContext txnContext;
     private TreeLogger treeLogger;
+    private ITupleFilter tupleFilter;
     private final TransactionProvider transactionProvider;
 
     /* TODO: Index operators should live in Hyracks. Right now, they are needed here in Asterix
@@ -64,14 +69,12 @@
     public TreeIndexInsertUpdateDeleteOperatorNodePushable(TransactionContext txnContext,
             AbstractTreeIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition, int[] fieldPermutation,
             IRecordDescriptorProvider recordDescProvider, IndexOp op) {
-        boolean createIfNotExists = (op == IndexOp.INSERT);
         treeIndexHelper = (TreeIndexDataflowHelper) opDesc.getIndexDataflowHelperFactory().createIndexDataflowHelper(
                 opDesc, ctx, partition);
         this.recordDescProvider = recordDescProvider;
         this.op = op;
         tuple.setFieldPermutation(fieldPermutation);
         this.txnContext = txnContext;
-
         AsterixAppRuntimeContext runtimeContext = (AsterixAppRuntimeContext) ctx.getJobletContext()
                 .getApplicationContext().getApplicationObject();
         transactionProvider = runtimeContext.getTransactionProvider();
@@ -104,6 +107,11 @@
             treeIndexHelper.init(false);
             ITreeIndex treeIndex = (ITreeIndex) treeIndexHelper.getIndex();
             indexAccessor = treeIndex.createAccessor();
+            ITupleFilterFactory tupleFilterFactory = opDesc.getTupleFilterFactory();
+            if (tupleFilterFactory != null) {
+                tupleFilter = tupleFilterFactory.createTupleFilter();
+                frameTuple = new FrameTupleReference();
+            }
             initializeTransactionSupport();
         } catch (Exception e) {
             // cleanup in case of failure
@@ -120,7 +128,13 @@
         byte[] resourceId = DataUtil.intToByteArray(fileId);
         int tupleCount = accessor.getTupleCount();
         try {
-            for (int i = 0; i < tupleCount; i++) {
+            for (int i = 0; i < tupleCount; i++) {                
+                if (tupleFilter != null) {
+                    frameTuple.reset(accessor, i);
+                    if (!tupleFilter.accept(frameTuple)) {
+                        continue;
+                    }
+                }
                 tuple.reset(accessor, i);
                 switch (op) {
                     case INSERT: {
diff --git a/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlCompiledIndexDecl.java b/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlCompiledIndexDecl.java
index a7e7db4..94718b0 100644
--- a/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlCompiledIndexDecl.java
+++ b/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlCompiledIndexDecl.java
@@ -19,8 +19,11 @@
 import java.util.List;
 
 import edu.uci.ics.asterix.om.types.ARecordType;
+import edu.uci.ics.asterix.om.types.ATypeTag;
+import edu.uci.ics.asterix.om.types.AUnionType;
 import edu.uci.ics.asterix.om.types.IAType;
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
 
 public class AqlCompiledIndexDecl {
 
@@ -67,4 +70,17 @@
         throw new AlgebricksException("Could not find field " + expr + " in the schema.");
     }
 
+    public static Pair<IAType, Boolean> getNonNullableKeyFieldType(String expr, ARecordType recType) throws AlgebricksException {
+        IAType keyType = AqlCompiledIndexDecl.keyFieldType(expr, recType);
+        boolean nullable = false;
+        if (keyType.getTypeTag() == ATypeTag.UNION) {
+            AUnionType unionType = (AUnionType) keyType;
+            if (unionType.isNullableType()) {
+                // The non-null type is always at index 1.
+                keyType = unionType.getUnionList().get(1);
+                nullable = true;
+            }
+        }
+        return new Pair<IAType, Boolean>(keyType, nullable);
+    }
 }
diff --git a/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlMetadataProvider.java b/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlMetadataProvider.java
index ca8e254..d8e340c 100644
--- a/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlMetadataProvider.java
+++ b/asterix-metadata/src/main/java/edu/uci/ics/asterix/metadata/declared/AqlMetadataProvider.java
@@ -41,13 +41,17 @@
 import edu.uci.ics.asterix.om.types.ATypeTag;
 import edu.uci.ics.asterix.om.types.IAType;
 import edu.uci.ics.asterix.om.util.NonTaggedFormatUtil;
+import edu.uci.ics.asterix.runtime.base.AsterixTupleFilterFactory;
 import edu.uci.ics.asterix.runtime.transaction.TreeIndexInsertUpdateDeleteOperatorDescriptor;
 import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksAbsolutePartitionConstraint;
 import edu.uci.ics.hyracks.algebricks.common.constraints.AlgebricksPartitionConstraint;
 import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
 import edu.uci.ics.hyracks.algebricks.common.utils.Pair;
 import edu.uci.ics.hyracks.algebricks.common.utils.Triple;
+import edu.uci.ics.hyracks.algebricks.core.algebra.base.ILogicalExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.base.LogicalVariable;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ILogicalExpressionJobGen;
+import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.IVariableTypeEnvironment;
 import edu.uci.ics.hyracks.algebricks.core.algebra.expressions.ScalarFunctionCallExpression;
 import edu.uci.ics.hyracks.algebricks.core.algebra.functions.FunctionIdentifier;
 import edu.uci.ics.hyracks.algebricks.core.algebra.functions.IFunctionInfo;
@@ -85,985 +89,839 @@
 import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeDataflowHelperFactory;
 import edu.uci.ics.hyracks.storage.am.rtree.dataflow.RTreeSearchOperatorDescriptor;
 
-public class AqlMetadataProvider implements
-		IMetadataProvider<AqlSourceId, String> {
-	private final long txnId;
-	private boolean isWriteTransaction;
-	private final AqlCompiledMetadataDeclarations metadata;
+public class AqlMetadataProvider implements IMetadataProvider<AqlSourceId, String> {
+    private final long txnId;
+    private boolean isWriteTransaction;
+    private final AqlCompiledMetadataDeclarations metadata;
 
-	public AqlMetadataProvider(long txnId, boolean isWriteTransaction,
-			AqlCompiledMetadataDeclarations metadata) {
-		this.txnId = txnId;
-		this.isWriteTransaction = isWriteTransaction;
-		this.metadata = metadata;
-	}
+    public AqlMetadataProvider(long txnId, boolean isWriteTransaction, AqlCompiledMetadataDeclarations metadata) {
+        this.txnId = txnId;
+        this.isWriteTransaction = isWriteTransaction;
+        this.metadata = metadata;
+    }
 
-	@Override
-	public AqlDataSource findDataSource(AqlSourceId id)
-			throws AlgebricksException {
-		AqlSourceId aqlId = (AqlSourceId) id;
-		return lookupSourceInMetadata(metadata, aqlId);
-	}
+    @Override
+    public AqlDataSource findDataSource(AqlSourceId id) throws AlgebricksException {
+        AqlSourceId aqlId = (AqlSourceId) id;
+        return lookupSourceInMetadata(metadata, aqlId);
+    }
 
-	public AqlCompiledMetadataDeclarations getMetadataDeclarations() {
-		return metadata;
-	}
+    public AqlCompiledMetadataDeclarations getMetadataDeclarations() {
+        return metadata;
+    }
 
-	public boolean isWriteTransaction() {
-		return isWriteTransaction;
-	}
+    public boolean isWriteTransaction() {
+        return isWriteTransaction;
+    }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(
-			IDataSource<AqlSourceId> dataSource,
-			List<LogicalVariable> scanVariables,
-			List<LogicalVariable> projectVariables, boolean projectPushed,
-			JobGenContext context, JobSpecification jobSpec)
-			throws AlgebricksException {
-		AqlCompiledDatasetDecl adecl = metadata.findDataset(dataSource.getId()
-				.getDatasetName());
-		if (adecl == null) {
-			throw new AlgebricksException("Unknown dataset "
-					+ dataSource.getId().getDatasetName());
-		}
-		switch (adecl.getDatasetType()) {
-		case FEED:
-			if (dataSource instanceof ExternalFeedDataSource) {
-				return buildExternalDatasetScan(jobSpec, adecl, dataSource);
-			} else {
-				return buildInternalDatasetScan(jobSpec, adecl, dataSource,
-						context);
-			}
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getScannerRuntime(
+            IDataSource<AqlSourceId> dataSource, List<LogicalVariable> scanVariables,
+            List<LogicalVariable> projectVariables, boolean projectPushed, JobGenContext context,
+            JobSpecification jobSpec) throws AlgebricksException {
+        AqlCompiledDatasetDecl adecl = metadata.findDataset(dataSource.getId().getDatasetName());
+        if (adecl == null) {
+            throw new AlgebricksException("Unknown dataset " + dataSource.getId().getDatasetName());
+        }
+        switch (adecl.getDatasetType()) {
+            case FEED:
+                if (dataSource instanceof ExternalFeedDataSource) {
+                    return buildExternalDatasetScan(jobSpec, adecl, dataSource);
+                } else {
+                    return buildInternalDatasetScan(jobSpec, adecl, dataSource, context);
+                }
 
-		case INTERNAL: {
-			return buildInternalDatasetScan(jobSpec, adecl, dataSource, context);
-		}
+            case INTERNAL: {
+                return buildInternalDatasetScan(jobSpec, adecl, dataSource, context);
+            }
 
-		case EXTERNAL: {
-			return buildExternalDatasetScan(jobSpec, adecl, dataSource);
-		}
+            case EXTERNAL: {
+                return buildExternalDatasetScan(jobSpec, adecl, dataSource);
+            }
 
-		default: {
-			throw new IllegalArgumentException();
-		}
-		}
-	}
+            default: {
+                throw new IllegalArgumentException();
+            }
+        }
+    }
 
-	private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildInternalDatasetScan(
-			JobSpecification jobSpec, AqlCompiledDatasetDecl acedl,
-			IDataSource<AqlSourceId> dataSource, JobGenContext context)
-			throws AlgebricksException {
-		AqlSourceId asid = dataSource.getId();
-		String datasetName = asid.getDatasetName();
-		String indexName = DatasetUtils.getPrimaryIndex(acedl).getIndexName();
+    private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildInternalDatasetScan(JobSpecification jobSpec,
+            AqlCompiledDatasetDecl acedl, IDataSource<AqlSourceId> dataSource, JobGenContext context)
+            throws AlgebricksException {
+        AqlSourceId asid = dataSource.getId();
+        String datasetName = asid.getDatasetName();
+        String indexName = DatasetUtils.getPrimaryIndex(acedl).getIndexName();
 
-		try {
-			return buildBtreeRuntime(metadata, context, jobSpec, datasetName,
-					acedl, indexName, null, null, true, true);
-		} catch (AlgebricksException e) {
-			throw new AlgebricksException(e);
-		}
-	}
+        try {
+            return buildBtreeRuntime(metadata, context, jobSpec, datasetName, acedl, indexName, null, null, true, true);
+        } catch (AlgebricksException e) {
+            throw new AlgebricksException(e);
+        }
+    }
 
-	private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildExternalDatasetScan(
-			JobSpecification jobSpec, AqlCompiledDatasetDecl acedl,
-			IDataSource<AqlSourceId> dataSource) throws AlgebricksException {
-		String itemTypeName = acedl.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(itemTypeName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+    private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildExternalDatasetScan(JobSpecification jobSpec,
+            AqlCompiledDatasetDecl acedl, IDataSource<AqlSourceId> dataSource) throws AlgebricksException {
+        String itemTypeName = acedl.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(itemTypeName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		if (dataSource instanceof ExternalFeedDataSource) {
-			AqlCompiledFeedDatasetDetails acfdd = (AqlCompiledFeedDatasetDetails) ((ExternalFeedDataSource) dataSource)
-					.getCompiledDatasetDecl().getAqlCompiledDatasetDetails();
+        if (dataSource instanceof ExternalFeedDataSource) {
+            AqlCompiledFeedDatasetDetails acfdd = (AqlCompiledFeedDatasetDetails) ((ExternalFeedDataSource) dataSource)
+                    .getCompiledDatasetDecl().getAqlCompiledDatasetDetails();
 
-			return buildFeedIntakeRuntime(jobSpec, metadata.getDataverseName(),
-					acedl.getName(), itemType, acfdd, metadata.getFormat());
-		} else {
-			return buildExternalDataScannerRuntime(jobSpec, itemType,
-					(AqlCompiledExternalDatasetDetails) acedl
-							.getAqlCompiledDatasetDetails(), metadata
-							.getFormat());
-		}
-	}
+            return buildFeedIntakeRuntime(jobSpec, metadata.getDataverseName(), acedl.getName(), itemType, acfdd,
+                    metadata.getFormat());
+        } else {
+            return buildExternalDataScannerRuntime(jobSpec, itemType,
+                    (AqlCompiledExternalDatasetDetails) acedl.getAqlCompiledDatasetDetails(), metadata.getFormat());
+        }
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildExternalDataScannerRuntime(
-			JobSpecification jobSpec, IAType itemType,
-			AqlCompiledExternalDatasetDetails decl, IDataFormat format)
-			throws AlgebricksException {
-		if (itemType.getTypeTag() != ATypeTag.RECORD) {
-			throw new AlgebricksException("Can only scan datasets of records.");
-		}
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildExternalDataScannerRuntime(
+            JobSpecification jobSpec, IAType itemType, AqlCompiledExternalDatasetDetails decl, IDataFormat format)
+            throws AlgebricksException {
+        if (itemType.getTypeTag() != ATypeTag.RECORD) {
+            throw new AlgebricksException("Can only scan datasets of records.");
+        }
 
-		IDatasourceReadAdapter adapter;
-		try {
-			adapter = (IDatasourceReadAdapter) Class.forName(decl.getAdapter())
-					.newInstance();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException("unable to load the adapter class "
-					+ e);
-		}
+        IDatasourceReadAdapter adapter;
+        try {
+            adapter = (IDatasourceReadAdapter) Class.forName(decl.getAdapter()).newInstance();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException("unable to load the adapter class " + e);
+        }
 
-		if (!(adapter.getAdapterType().equals(
-				IDatasourceAdapter.AdapterType.READ) || adapter
-				.getAdapterType().equals(
-						IDatasourceAdapter.AdapterType.READ_WRITE))) {
-			throw new AlgebricksException(
-					"external dataset adapter does not support read operation");
-		}
-		ARecordType rt = (ARecordType) itemType;
+        if (!(adapter.getAdapterType().equals(IDatasourceAdapter.AdapterType.READ) || adapter.getAdapterType().equals(
+                IDatasourceAdapter.AdapterType.READ_WRITE))) {
+            throw new AlgebricksException("external dataset adapter does not support read operation");
+        }
+        ARecordType rt = (ARecordType) itemType;
 
-		try {
-			adapter.configure(decl.getProperties(), itemType);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(
-					"unable to configure the datasource adapter " + e);
-		}
+        try {
+            adapter.configure(decl.getProperties(), itemType);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException("unable to configure the datasource adapter " + e);
+        }
 
-		ISerializerDeserializer payloadSerde = format.getSerdeProvider()
-				.getSerializerDeserializer(itemType);
-		RecordDescriptor scannerDesc = new RecordDescriptor(
-				new ISerializerDeserializer[] { payloadSerde });
+        ISerializerDeserializer payloadSerde = format.getSerdeProvider().getSerializerDeserializer(itemType);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] { payloadSerde });
 
-		ExternalDataScanOperatorDescriptor dataScanner = new ExternalDataScanOperatorDescriptor(
-				jobSpec, decl.getAdapter(), decl.getProperties(), rt,
-				scannerDesc);
-		dataScanner.setDatasourceAdapter(adapter);
-		AlgebricksPartitionConstraint constraint = adapter
-				.getPartitionConstraint();
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				dataScanner, constraint);
-	}
+        ExternalDataScanOperatorDescriptor dataScanner = new ExternalDataScanOperatorDescriptor(jobSpec,
+                decl.getAdapter(), decl.getProperties(), rt, scannerDesc);
+        dataScanner.setDatasourceAdapter(adapter);
+        AlgebricksPartitionConstraint constraint = adapter.getPartitionConstraint();
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(dataScanner, constraint);
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildScannerRuntime(
-			JobSpecification jobSpec, IAType itemType,
-			IParseFileSplitsDecl decl, IDataFormat format)
-			throws AlgebricksException {
-		if (itemType.getTypeTag() != ATypeTag.RECORD) {
-			throw new AlgebricksException("Can only scan datasets of records.");
-		}
-		ARecordType rt = (ARecordType) itemType;
-		ITupleParserFactory tupleParser = format.createTupleParser(rt, decl);
-		FileSplit[] splits = decl.getSplits();
-		IFileSplitProvider scannerSplitProvider = new ConstantFileSplitProvider(
-				splits);
-		ISerializerDeserializer payloadSerde = format.getSerdeProvider()
-				.getSerializerDeserializer(itemType);
-		RecordDescriptor scannerDesc = new RecordDescriptor(
-				new ISerializerDeserializer[] { payloadSerde });
-		IOperatorDescriptor scanner = new FileScanOperatorDescriptor(jobSpec,
-				scannerSplitProvider, tupleParser, scannerDesc);
-		String[] locs = new String[splits.length];
-		for (int i = 0; i < splits.length; i++) {
-			locs[i] = splits[i].getNodeName();
-		}
-		AlgebricksPartitionConstraint apc = new AlgebricksAbsolutePartitionConstraint(
-				locs);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				scanner, apc);
-	}
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildScannerRuntime(
+            JobSpecification jobSpec, IAType itemType, IParseFileSplitsDecl decl, IDataFormat format)
+            throws AlgebricksException {
+        if (itemType.getTypeTag() != ATypeTag.RECORD) {
+            throw new AlgebricksException("Can only scan datasets of records.");
+        }
+        ARecordType rt = (ARecordType) itemType;
+        ITupleParserFactory tupleParser = format.createTupleParser(rt, decl);
+        FileSplit[] splits = decl.getSplits();
+        IFileSplitProvider scannerSplitProvider = new ConstantFileSplitProvider(splits);
+        ISerializerDeserializer payloadSerde = format.getSerdeProvider().getSerializerDeserializer(itemType);
+        RecordDescriptor scannerDesc = new RecordDescriptor(new ISerializerDeserializer[] { payloadSerde });
+        IOperatorDescriptor scanner = new FileScanOperatorDescriptor(jobSpec, scannerSplitProvider, tupleParser,
+                scannerDesc);
+        String[] locs = new String[splits.length];
+        for (int i = 0; i < splits.length; i++) {
+            locs[i] = splits[i].getNodeName();
+        }
+        AlgebricksPartitionConstraint apc = new AlgebricksAbsolutePartitionConstraint(locs);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(scanner, apc);
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildFeedIntakeRuntime(
-			JobSpecification jobSpec, String dataverse, String dataset,
-			IAType itemType, AqlCompiledFeedDatasetDetails decl,
-			IDataFormat format) throws AlgebricksException {
-		if (itemType.getTypeTag() != ATypeTag.RECORD) {
-			throw new AlgebricksException("Can only consume records.");
-		}
-		IDatasourceAdapter adapter;
-		try {
-			adapter = (IDatasourceAdapter) Class.forName(decl.getAdapter())
-					.newInstance();
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException("unable to load the adapter class "
-					+ e);
-		}
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildFeedIntakeRuntime(
+            JobSpecification jobSpec, String dataverse, String dataset, IAType itemType,
+            AqlCompiledFeedDatasetDetails decl, IDataFormat format) throws AlgebricksException {
+        if (itemType.getTypeTag() != ATypeTag.RECORD) {
+            throw new AlgebricksException("Can only consume records.");
+        }
+        IDatasourceAdapter adapter;
+        try {
+            adapter = (IDatasourceAdapter) Class.forName(decl.getAdapter()).newInstance();
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException("unable to load the adapter class " + e);
+        }
 
-		ARecordType rt = (ARecordType) itemType;
-		try {
-			adapter.configure(decl.getProperties(), itemType);
-		} catch (Exception e) {
-			e.printStackTrace();
-			throw new AlgebricksException(
-					"unable to configure the datasource adapter " + e);
-		}
+        ARecordType rt = (ARecordType) itemType;
+        try {
+            adapter.configure(decl.getProperties(), itemType);
+        } catch (Exception e) {
+            e.printStackTrace();
+            throw new AlgebricksException("unable to configure the datasource adapter " + e);
+        }
 
-		ISerializerDeserializer payloadSerde = format.getSerdeProvider()
-				.getSerializerDeserializer(itemType);
-		RecordDescriptor feedDesc = new RecordDescriptor(
-				new ISerializerDeserializer[] { payloadSerde });
+        ISerializerDeserializer payloadSerde = format.getSerdeProvider().getSerializerDeserializer(itemType);
+        RecordDescriptor feedDesc = new RecordDescriptor(new ISerializerDeserializer[] { payloadSerde });
 
-		FeedIntakeOperatorDescriptor feedIngestor = new FeedIntakeOperatorDescriptor(
-				jobSpec, new FeedId(dataverse, dataset), decl.getAdapter(),
-				decl.getProperties(), rt, feedDesc);
+        FeedIntakeOperatorDescriptor feedIngestor = new FeedIntakeOperatorDescriptor(jobSpec, new FeedId(dataverse,
+                dataset), decl.getAdapter(), decl.getProperties(), rt, feedDesc);
 
-		AlgebricksPartitionConstraint constraint = adapter
-				.getPartitionConstraint();
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				feedIngestor, constraint);
-	}
+        AlgebricksPartitionConstraint constraint = adapter.getPartitionConstraint();
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(feedIngestor, constraint);
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildFeedMessengerRuntime(
-			JobSpecification jobSpec, AqlCompiledMetadataDeclarations metadata,
-			AqlCompiledFeedDatasetDetails decl, String dataverse,
-			String dataset, List<IFeedMessage> feedMessages)
-			throws AlgebricksException {
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildFeedMessengerRuntime(
+            JobSpecification jobSpec, AqlCompiledMetadataDeclarations metadata, AqlCompiledFeedDatasetDetails decl,
+            String dataverse, String dataset, List<IFeedMessage> feedMessages) throws AlgebricksException {
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
-		try {
-			spPc = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							dataset, dataset);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
+        try {
+            spPc = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(dataset, dataset);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		FeedMessageOperatorDescriptor feedMessenger = new FeedMessageOperatorDescriptor(
-				jobSpec, dataverse, dataset, feedMessages);
+        FeedMessageOperatorDescriptor feedMessenger = new FeedMessageOperatorDescriptor(jobSpec, dataverse, dataset,
+                feedMessages);
 
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				feedMessenger, spPc.second);
-	}
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(feedMessenger, spPc.second);
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildBtreeRuntime(
-			AqlCompiledMetadataDeclarations metadata, JobGenContext context,
-			JobSpecification jobSpec, String datasetName,
-			AqlCompiledDatasetDecl ddecl, String indexName, int[] lowKeyFields,
-			int[] highKeyFields, boolean lowKeyInclusive,
-			boolean highKeyInclusive) throws AlgebricksException {
-		String itemTypeName = ddecl.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(itemTypeName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildBtreeRuntime(
+            AqlCompiledMetadataDeclarations metadata, JobGenContext context, JobSpecification jobSpec,
+            String datasetName, AqlCompiledDatasetDecl ddecl, String indexName, int[] lowKeyFields,
+            int[] highKeyFields, boolean lowKeyInclusive, boolean highKeyInclusive) throws AlgebricksException {
+        String itemTypeName = ddecl.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(itemTypeName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		boolean isSecondary = true;
-		AqlCompiledIndexDecl primIdxDecl = DatasetUtils.getPrimaryIndex(ddecl);
+        boolean isSecondary = true;
+        AqlCompiledIndexDecl primIdxDecl = DatasetUtils.getPrimaryIndex(ddecl);
 
-		if (primIdxDecl != null) {
-			isSecondary = !indexName.equals(primIdxDecl.getIndexName());
-		}
+        if (primIdxDecl != null) {
+            isSecondary = !indexName.equals(primIdxDecl.getIndexName());
+        }
 
-		int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(ddecl)
-				.size();
-		ISerializerDeserializer[] recordFields;
-		IBinaryComparatorFactory[] comparatorFactories;
-		ITypeTraits[] typeTraits;
-		int numSecondaryKeys = 0;
-		int i = 0;
-		if (isSecondary) {
-			AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-					ddecl, indexName);
-			if (cid == null) {
-				throw new AlgebricksException(
-						"Code generation error: no index " + indexName
-								+ " for dataset " + datasetName);
-			}
-			List<String> secondaryKeyFields = cid.getFieldExprs();
-			numSecondaryKeys = secondaryKeyFields.size();
-			int numKeys = numSecondaryKeys + numPrimaryKeys;
-			recordFields = new ISerializerDeserializer[numKeys];
-			typeTraits = new ITypeTraits[numKeys];
-			// comparatorFactories = new
-			// IBinaryComparatorFactory[numSecondaryKeys];
-			comparatorFactories = new IBinaryComparatorFactory[numKeys];
-			if (itemType.getTypeTag() != ATypeTag.RECORD) {
-				throw new AlgebricksException(
-						"Only record types can be indexed.");
-			}
-			ARecordType recType = (ARecordType) itemType;
-			for (i = 0; i < numSecondaryKeys; i++) {
-				IAType keyType = AqlCompiledIndexDecl.keyFieldType(
-						secondaryKeyFields.get(i), recType);
-				ISerializerDeserializer keySerde = metadata.getFormat()
-						.getSerdeProvider().getSerializerDeserializer(keyType);
-				recordFields[i] = keySerde;
-				comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-						.getBinaryComparatorFactory(keyType, true);
-				typeTraits[i] = AqlTypeTraitProvider.INSTANCE
-						.getTypeTrait(keyType);
-			}
-		} else {
-			recordFields = new ISerializerDeserializer[numPrimaryKeys + 1];
-			comparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
-			typeTraits = new ITypeTraits[numPrimaryKeys + 1];
-			ISerializerDeserializer payloadSerde = metadata.getFormat()
-					.getSerdeProvider().getSerializerDeserializer(itemType);
-			recordFields[numPrimaryKeys] = payloadSerde;
-			typeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE
-					.getTypeTrait(itemType);
-		}
+        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(ddecl).size();
+        ISerializerDeserializer[] recordFields;
+        IBinaryComparatorFactory[] comparatorFactories;
+        ITypeTraits[] typeTraits;
+        int numSecondaryKeys = 0;
+        int i = 0;
+        if (isSecondary) {
+            AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(ddecl, indexName);
+            if (cid == null) {
+                throw new AlgebricksException("Code generation error: no index " + indexName + " for dataset "
+                        + datasetName);
+            }
+            List<String> secondaryKeyFields = cid.getFieldExprs();
+            numSecondaryKeys = secondaryKeyFields.size();
+            int numKeys = numSecondaryKeys + numPrimaryKeys;
+            recordFields = new ISerializerDeserializer[numKeys];
+            typeTraits = new ITypeTraits[numKeys];
+            // comparatorFactories = new
+            // IBinaryComparatorFactory[numSecondaryKeys];
+            comparatorFactories = new IBinaryComparatorFactory[numKeys];
+            if (itemType.getTypeTag() != ATypeTag.RECORD) {
+                throw new AlgebricksException("Only record types can be indexed.");
+            }
+            ARecordType recType = (ARecordType) itemType;
+            for (i = 0; i < numSecondaryKeys; i++) {
+                Pair<IAType, Boolean> keyTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(
+                        secondaryKeyFields.get(i), recType);
+                IAType keyType = keyTypePair.first;
+                ISerializerDeserializer keySerde = metadata.getFormat().getSerdeProvider()
+                        .getSerializerDeserializer(keyType);
+                recordFields[i] = keySerde;
+                comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
+                        keyType, true);
+                typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            }
+        } else {
+            recordFields = new ISerializerDeserializer[numPrimaryKeys + 1];
+            comparatorFactories = new IBinaryComparatorFactory[numPrimaryKeys];
+            typeTraits = new ITypeTraits[numPrimaryKeys + 1];
+            ISerializerDeserializer payloadSerde = metadata.getFormat().getSerdeProvider()
+                    .getSerializerDeserializer(itemType);
+            recordFields[numPrimaryKeys] = payloadSerde;
+            typeTraits[numPrimaryKeys] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(itemType);
+        }
 
-		for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-				.getPartitioningFunctions(ddecl)) {
-			IAType keyType = evalFactoryAndType.third;
-			ISerializerDeserializer keySerde = metadata.getFormat()
-					.getSerdeProvider().getSerializerDeserializer(keyType);
-			recordFields[i] = keySerde;
-			// if (!isSecondary) {
-			comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-					.getBinaryComparatorFactory(keyType, true);
-			// }
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-			++i;
-		}
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
+                .getPartitioningFunctions(ddecl)) {
+            IAType keyType = evalFactoryAndType.third;
+            ISerializerDeserializer keySerde = metadata.getFormat().getSerdeProvider()
+                    .getSerializerDeserializer(keyType);
+            recordFields[i] = keySerde;
+            // if (!isSecondary) {
+            comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType,
+                    true);
+            // }
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
-		RecordDescriptor recDesc = new RecordDescriptor(recordFields);
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
+        RecordDescriptor recDesc = new RecordDescriptor(recordFields);
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
-		try {
-			spPc = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
+        try {
+            spPc = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		BTreeSearchOperatorDescriptor btreeSearchOp = new BTreeSearchOperatorDescriptor(
-				jobSpec, recDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(), spPc.first,
-				typeTraits,
-				comparatorFactories, lowKeyFields, highKeyFields,
-				lowKeyInclusive, highKeyInclusive,
-				new BTreeDataflowHelperFactory(), NoOpOperationCallbackProvider.INSTANCE);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				btreeSearchOp, spPc.second);
-	}
+        BTreeSearchOperatorDescriptor btreeSearchOp = new BTreeSearchOperatorDescriptor(jobSpec, recDesc,
+                appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(), spPc.first, typeTraits,
+                comparatorFactories, lowKeyFields, highKeyFields, lowKeyInclusive, highKeyInclusive,
+                new BTreeDataflowHelperFactory(), NoOpOperationCallbackProvider.INSTANCE);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(btreeSearchOp, spPc.second);
+    }
 
-	@SuppressWarnings("rawtypes")
-	public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildRtreeRuntime(
-			AqlCompiledMetadataDeclarations metadata, JobGenContext context,
-			JobSpecification jobSpec, String datasetName,
-			AqlCompiledDatasetDecl ddecl, String indexName, int[] keyFields)
-			throws AlgebricksException {
-		String itemTypeName = ddecl.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(itemTypeName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+    @SuppressWarnings("rawtypes")
+    public static Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> buildRtreeRuntime(
+            AqlCompiledMetadataDeclarations metadata, JobGenContext context, JobSpecification jobSpec,
+            String datasetName, AqlCompiledDatasetDecl ddecl, String indexName, int[] keyFields)
+            throws AlgebricksException {
+        String itemTypeName = ddecl.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(itemTypeName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		boolean isSecondary = true;
-		AqlCompiledIndexDecl primIdxDecl = DatasetUtils.getPrimaryIndex(ddecl);
-		if (primIdxDecl != null) {
-			isSecondary = !indexName.equals(primIdxDecl.getIndexName());
-		}
+        boolean isSecondary = true;
+        AqlCompiledIndexDecl primIdxDecl = DatasetUtils.getPrimaryIndex(ddecl);
+        if (primIdxDecl != null) {
+            isSecondary = !indexName.equals(primIdxDecl.getIndexName());
+        }
 
-		int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(ddecl)
-				.size();
-		ISerializerDeserializer[] recordFields;
-		IBinaryComparatorFactory[] comparatorFactories;
-		ITypeTraits[] typeTraits;
-		IPrimitiveValueProviderFactory[] valueProviderFactories;
-		int numSecondaryKeys = 0;
-		int numNestedSecondaryKeyFields = 0;
-		int i = 0;
-		if (isSecondary) {
-			AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-					ddecl, indexName);
-			if (cid == null) {
-				throw new AlgebricksException(
-						"Code generation error: no index " + indexName
-								+ " for dataset " + datasetName);
-			}
-			List<String> secondaryKeyFields = cid.getFieldExprs();
-			numSecondaryKeys = secondaryKeyFields.size();
+        int numPrimaryKeys = DatasetUtils.getPartitioningFunctions(ddecl).size();
+        ISerializerDeserializer[] recordFields;
+        IBinaryComparatorFactory[] comparatorFactories;
+        ITypeTraits[] typeTraits;
+        IPrimitiveValueProviderFactory[] valueProviderFactories;
+        int numSecondaryKeys = 0;
+        int numNestedSecondaryKeyFields = 0;
+        int i = 0;
+        if (isSecondary) {
+            AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(ddecl, indexName);
+            if (cid == null) {
+                throw new AlgebricksException("Code generation error: no index " + indexName + " for dataset "
+                        + datasetName);
+            }
+            List<String> secondaryKeyFields = cid.getFieldExprs();
+            numSecondaryKeys = secondaryKeyFields.size();
 
-			if (numSecondaryKeys != 1) {
-				throw new AlgebricksException(
-						"Cannot use "
-								+ numSecondaryKeys
-								+ " fields as a key for the R-tree index. There can be only one field as a key for the R-tree index.");
-			}
+            if (numSecondaryKeys != 1) {
+                throw new AlgebricksException(
+                        "Cannot use "
+                                + numSecondaryKeys
+                                + " fields as a key for the R-tree index. There can be only one field as a key for the R-tree index.");
+            }
 
-			if (itemType.getTypeTag() != ATypeTag.RECORD) {
-				throw new AlgebricksException(
-						"Only record types can be indexed.");
-			}
-			ARecordType recType = (ARecordType) itemType;
+            if (itemType.getTypeTag() != ATypeTag.RECORD) {
+                throw new AlgebricksException("Only record types can be indexed.");
+            }
+            ARecordType recType = (ARecordType) itemType;
 
-			IAType keyType = AqlCompiledIndexDecl.keyFieldType(
-					secondaryKeyFields.get(0), recType);
-			if (keyType == null) {
-				throw new AlgebricksException("Could not find field "
-						+ secondaryKeyFields.get(0) + " in the schema.");
-			}
+            Pair<IAType, Boolean> keyTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(
+                    secondaryKeyFields.get(0), recType);
+            IAType keyType = keyTypePair.first;
+            if (keyType == null) {
+                throw new AlgebricksException("Could not find field " + secondaryKeyFields.get(0) + " in the schema.");
+            }
 
-			int dimension = NonTaggedFormatUtil.getNumDimensions(keyType
-					.getTypeTag());
-			numNestedSecondaryKeyFields = dimension * 2;
+            int dimension = NonTaggedFormatUtil.getNumDimensions(keyType.getTypeTag());
+            numNestedSecondaryKeyFields = dimension * 2;
 
-			int numFields = numNestedSecondaryKeyFields + numPrimaryKeys;
-			recordFields = new ISerializerDeserializer[numFields];
-			typeTraits = new ITypeTraits[numFields];
-			comparatorFactories = new IBinaryComparatorFactory[numNestedSecondaryKeyFields];
-			valueProviderFactories = new IPrimitiveValueProviderFactory[numNestedSecondaryKeyFields];
+            int numFields = numNestedSecondaryKeyFields + numPrimaryKeys;
+            recordFields = new ISerializerDeserializer[numFields];
+            typeTraits = new ITypeTraits[numFields];
+            comparatorFactories = new IBinaryComparatorFactory[numNestedSecondaryKeyFields];
+            valueProviderFactories = new IPrimitiveValueProviderFactory[numNestedSecondaryKeyFields];
 
-			IAType nestedKeyType = NonTaggedFormatUtil
-					.getNestedSpatialType(keyType.getTypeTag());
-			for (i = 0; i < numNestedSecondaryKeyFields; i++) {
-				ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
-						.getSerializerDeserializer(nestedKeyType);
-				recordFields[i] = keySerde;
-				comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-						.getBinaryComparatorFactory(nestedKeyType,
-								true);
-				typeTraits[i] = AqlTypeTraitProvider.INSTANCE
-						.getTypeTrait(nestedKeyType);
-				valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
-			}
-		} else {
-			throw new AlgebricksException(
-					"R-tree can only be used as a secondary index");
-		}
+            IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(keyType.getTypeTag());
+            for (i = 0; i < numNestedSecondaryKeyFields; i++) {
+                ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
+                        .getSerializerDeserializer(nestedKeyType);
+                recordFields[i] = keySerde;
+                comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
+                        nestedKeyType, true);
+                typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(nestedKeyType);
+                valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
+            }
+        } else {
+            throw new AlgebricksException("R-tree can only be used as a secondary index");
+        }
 
-		for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-				.getPartitioningFunctions(ddecl)) {
-			IAType keyType = evalFactoryAndType.third;
-			ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
-					.getSerializerDeserializer(keyType);
-			recordFields[i] = keySerde;
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-			++i;
-		}
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
+                .getPartitioningFunctions(ddecl)) {
+            IAType keyType = evalFactoryAndType.third;
+            ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
+                    .getSerializerDeserializer(keyType);
+            recordFields[i] = keySerde;
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
-		RecordDescriptor recDesc = new RecordDescriptor(recordFields);
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
+        RecordDescriptor recDesc = new RecordDescriptor(recordFields);
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
-		try {
-			spPc = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> spPc;
+        try {
+            spPc = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-		RTreeSearchOperatorDescriptor rtreeSearchOp = new RTreeSearchOperatorDescriptor(
-				jobSpec, recDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(), spPc.first,
-				typeTraits,
-				comparatorFactories, keyFields,
-				new RTreeDataflowHelperFactory(valueProviderFactories), NoOpOperationCallbackProvider.INSTANCE);
+        RTreeSearchOperatorDescriptor rtreeSearchOp = new RTreeSearchOperatorDescriptor(jobSpec, recDesc,
+                appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(), spPc.first, typeTraits,
+                comparatorFactories, keyFields, new RTreeDataflowHelperFactory(valueProviderFactories),
+                NoOpOperationCallbackProvider.INSTANCE);
 
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				rtreeSearchOp, spPc.second);
-	}
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(rtreeSearchOp, spPc.second);
+    }
 
-	@Override
-	public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(
-			IDataSink sink, int[] printColumns,
-			IPrinterFactory[] printerFactories, RecordDescriptor inputDesc) {
-		FileSplitDataSink fsds = (FileSplitDataSink) sink;
-		FileSplitSinkId fssi = (FileSplitSinkId) fsds.getId();
-		FileSplit fs = fssi.getFileSplit();
-		File outFile = fs.getLocalFile().getFile();
-		String nodeId = fs.getNodeName();
+    @Override
+    public Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint> getWriteFileRuntime(IDataSink sink,
+            int[] printColumns, IPrinterFactory[] printerFactories, RecordDescriptor inputDesc) {
+        FileSplitDataSink fsds = (FileSplitDataSink) sink;
+        FileSplitSinkId fssi = (FileSplitSinkId) fsds.getId();
+        FileSplit fs = fssi.getFileSplit();
+        File outFile = fs.getLocalFile().getFile();
+        String nodeId = fs.getNodeName();
 
-		SinkWriterRuntimeFactory runtime = new SinkWriterRuntimeFactory(
-				printColumns, printerFactories, outFile, metadata
-						.getWriterFactory(), inputDesc);
-		AlgebricksPartitionConstraint apc = new AlgebricksAbsolutePartitionConstraint(
-				new String[] { nodeId });
-		return new Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint>(
-				runtime, apc);
-	}
+        SinkWriterRuntimeFactory runtime = new SinkWriterRuntimeFactory(printColumns, printerFactories, outFile,
+                metadata.getWriterFactory(), inputDesc);
+        AlgebricksPartitionConstraint apc = new AlgebricksAbsolutePartitionConstraint(new String[] { nodeId });
+        return new Pair<IPushRuntimeFactory, AlgebricksPartitionConstraint>(runtime, apc);
+    }
 
-	@Override
-	public IDataSourceIndex<String, AqlSourceId> findDataSourceIndex(
-			String indexId, AqlSourceId dataSourceId)
-			throws AlgebricksException {
-		AqlDataSource ads = findDataSource(dataSourceId);
-		AqlCompiledDatasetDecl adecl = ads.getCompiledDatasetDecl();
-		if (adecl.getDatasetType() == DatasetType.EXTERNAL) {
-			throw new AlgebricksException("No index for external dataset "
-					+ dataSourceId);
-		}
-
-		String idxName = (String) indexId;
-		AqlCompiledIndexDecl acid = DatasetUtils.findSecondaryIndexByName(
-				adecl, idxName);
-		AqlSourceId asid = (AqlSourceId) dataSourceId;
-		if (acid != null) {
-			return new AqlIndex(acid, metadata, asid.getDatasetName());
-		} else {
-			AqlCompiledIndexDecl primIdx = DatasetUtils.getPrimaryIndex(adecl);
-			if (primIdx.getIndexName().equals(indexId)) {
-				return new AqlIndex(primIdx, metadata, asid.getDatasetName());
-			} else {
-				return null;
-			}
-		}
-	}
+    @Override
+    public IDataSourceIndex<String, AqlSourceId> findDataSourceIndex(String indexId, AqlSourceId dataSourceId)
+            throws AlgebricksException {
+        AqlDataSource ads = findDataSource(dataSourceId);
+        AqlCompiledDatasetDecl adecl = ads.getCompiledDatasetDecl();
+        if (adecl.getDatasetType() == DatasetType.EXTERNAL) {
+            throw new AlgebricksException("No index for external dataset " + dataSourceId);
+        }
 
-	public static AqlDataSource lookupSourceInMetadata(
-			AqlCompiledMetadataDeclarations metadata, AqlSourceId aqlId)
-			throws AlgebricksException {
-		if (!aqlId.getDataverseName().equals(metadata.getDataverseName())) {
-			return null;
-		}
-		AqlCompiledDatasetDecl acdd = metadata.findDataset(aqlId
-				.getDatasetName());
-		if (acdd == null) {
-			throw new AlgebricksException("Datasource with id " + aqlId
-					+ " was not found.");
-		}
-		String tName = acdd.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(tName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-		return new AqlDataSource(aqlId, acdd, itemType);
-	}
+        String idxName = (String) indexId;
+        AqlCompiledIndexDecl acid = DatasetUtils.findSecondaryIndexByName(adecl, idxName);
+        AqlSourceId asid = (AqlSourceId) dataSourceId;
+        if (acid != null) {
+            return new AqlIndex(acid, metadata, asid.getDatasetName());
+        } else {
+            AqlCompiledIndexDecl primIdx = DatasetUtils.getPrimaryIndex(adecl);
+            if (primIdx.getIndexName().equals(indexId)) {
+                return new AqlIndex(primIdx, metadata, asid.getDatasetName());
+            } else {
+                return null;
+            }
+        }
+    }
 
-	@Override
-	public boolean scannerOperatorIsLeaf(IDataSource<AqlSourceId> dataSource) {
-		AqlSourceId asid = dataSource.getId();
-		String datasetName = asid.getDatasetName();
-		AqlCompiledDatasetDecl adecl = metadata.findDataset(datasetName);
-		if (adecl == null) {
-			throw new IllegalArgumentException("Unknown dataset " + datasetName);
-		}
-		return adecl.getDatasetType() == DatasetType.EXTERNAL;
-	}
+    public static AqlDataSource lookupSourceInMetadata(AqlCompiledMetadataDeclarations metadata, AqlSourceId aqlId)
+            throws AlgebricksException {
+        if (!aqlId.getDataverseName().equals(metadata.getDataverseName())) {
+            return null;
+        }
+        AqlCompiledDatasetDecl acdd = metadata.findDataset(aqlId.getDatasetName());
+        if (acdd == null) {
+            throw new AlgebricksException("Datasource with id " + aqlId + " was not found.");
+        }
+        String tName = acdd.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(tName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        return new AqlDataSource(aqlId, acdd, itemType);
+    }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(
-			IDataSource<AqlSourceId> dataSource,
-			IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
-			LogicalVariable payload, JobGenContext context,
-			JobSpecification spec) throws AlgebricksException {
-		String datasetName = dataSource.getId().getDatasetName();
-		int numKeys = keys.size();
-		// move key fields to front
-		int[] fieldPermutation = new int[numKeys + 1];
-		// System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
-		int i = 0;
-		for (LogicalVariable varKey : keys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
+    @Override
+    public boolean scannerOperatorIsLeaf(IDataSource<AqlSourceId> dataSource) {
+        AqlSourceId asid = dataSource.getId();
+        String datasetName = asid.getDatasetName();
+        AqlCompiledDatasetDecl adecl = metadata.findDataset(datasetName);
+        if (adecl == null) {
+            throw new IllegalArgumentException("Unknown dataset " + datasetName);
+        }
+        return adecl.getDatasetType() == DatasetType.EXTERNAL;
+    }
 
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl)
-				.getIndexName();
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getWriteResultRuntime(
+            IDataSource<AqlSourceId> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
+            LogicalVariable payload, JobGenContext context, JobSpecification spec) throws AlgebricksException {
+        String datasetName = dataSource.getId().getDatasetName();
+        int numKeys = keys.size();
+        // move key fields to front
+        int[] fieldPermutation = new int[numKeys + 1];
+        // System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
+        int i = 0;
+        for (LogicalVariable varKey : keys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
 
-		ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(
-				compiledDatasetDecl, metadata);
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl).getIndexName();
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
+        ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(compiledDatasetDecl, metadata);
 
-		IBinaryComparatorFactory[] comparatorFactories = DatasetUtils
-				.computeKeysBinaryComparatorFactories(compiledDatasetDecl,
-						context.getBinaryComparatorFactoryProvider());
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
-		try {
-			splitsAndConstraint = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        IBinaryComparatorFactory[] comparatorFactories = DatasetUtils.computeKeysBinaryComparatorFactories(
+                compiledDatasetDecl, context.getBinaryComparatorFactoryProvider());
 
-		TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(
-				spec, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(),
-				splitsAndConstraint.first, typeTraits, comparatorFactories,
-				fieldPermutation, GlobalConfig.DEFAULT_BTREE_FILL_FACTOR,
-				new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				btreeBulkLoad, splitsAndConstraint.second);
-	}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
+        try {
+            splitsAndConstraint = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName,
+                    indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(
-			IDataSource<AqlSourceId> dataSource,
-			IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
-			LogicalVariable payload, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec)
-			throws AlgebricksException {
-		String datasetName = dataSource.getId().getDatasetName();
-		int numKeys = keys.size();
-		// move key fields to front
-		int[] fieldPermutation = new int[numKeys + 1];
-		// System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
-		int i = 0;
-		for (LogicalVariable varKey : keys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
+        TreeIndexBulkLoadOperatorDescriptor btreeBulkLoad = new TreeIndexBulkLoadOperatorDescriptor(spec,
+                appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(),
+                splitsAndConstraint.first, typeTraits, comparatorFactories, fieldPermutation,
+                GlobalConfig.DEFAULT_BTREE_FILL_FACTOR, new BTreeDataflowHelperFactory(),
+                NoOpOperationCallbackProvider.INSTANCE);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(btreeBulkLoad, splitsAndConstraint.second);
+    }
 
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl)
-				.getIndexName();
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getInsertRuntime(
+            IDataSource<AqlSourceId> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
+            LogicalVariable payload, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+            throws AlgebricksException {
+        String datasetName = dataSource.getId().getDatasetName();
+        int numKeys = keys.size();
+        // move key fields to front
+        int[] fieldPermutation = new int[numKeys + 1];
+        // System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
+        int i = 0;
+        for (LogicalVariable varKey : keys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
 
-		ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(
-				compiledDatasetDecl, metadata);
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl).getIndexName();
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
+        ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(compiledDatasetDecl, metadata);
 
-		IBinaryComparatorFactory[] comparatorFactories = DatasetUtils
-				.computeKeysBinaryComparatorFactories(compiledDatasetDecl,
-						context.getBinaryComparatorFactoryProvider());
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
-		try {
-			splitsAndConstraint = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        IBinaryComparatorFactory[] comparatorFactories = DatasetUtils.computeKeysBinaryComparatorFactories(
+                compiledDatasetDecl, context.getBinaryComparatorFactoryProvider());
 
-		TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-				spec, recordDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(),
-				splitsAndConstraint.first, typeTraits, comparatorFactories,
-				fieldPermutation, IndexOp.INSERT,
-				new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE, txnId);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				btreeBulkLoad, splitsAndConstraint.second);
-	}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
+        try {
+            splitsAndConstraint = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName,
+                    indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(
-			IDataSource<AqlSourceId> dataSource,
-			IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
-			LogicalVariable payload, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec)
-			throws AlgebricksException {
-		String datasetName = dataSource.getId().getDatasetName();
-		int numKeys = keys.size();
-		// move key fields to front
-		int[] fieldPermutation = new int[numKeys + 1];
-		// System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
-		int i = 0;
-		for (LogicalVariable varKey : keys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
+        TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recordDesc, appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(),
+                splitsAndConstraint.first, typeTraits, comparatorFactories, fieldPermutation, IndexOp.INSERT,
+                new BTreeDataflowHelperFactory(), null, NoOpOperationCallbackProvider.INSTANCE, txnId);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(btreeBulkLoad, splitsAndConstraint.second);
+    }
 
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl)
-				.getIndexName();
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getDeleteRuntime(
+            IDataSource<AqlSourceId> dataSource, IOperatorSchema propagatedSchema, List<LogicalVariable> keys,
+            LogicalVariable payload, RecordDescriptor recordDesc, JobGenContext context, JobSpecification spec)
+            throws AlgebricksException {
+        String datasetName = dataSource.getId().getDatasetName();
+        int numKeys = keys.size();
+        // move key fields to front
+        int[] fieldPermutation = new int[numKeys + 1];
+        // System.arraycopy(keys, 0, fieldPermutation, 0, numKeys);
+        int i = 0;
+        for (LogicalVariable varKey : keys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        fieldPermutation[numKeys] = propagatedSchema.findVariable(payload);
 
-		ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(
-				compiledDatasetDecl, metadata);
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        String indexName = DatasetUtils.getPrimaryIndex(compiledDatasetDecl).getIndexName();
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
+        ITypeTraits[] typeTraits = DatasetUtils.computeTupleTypeTraits(compiledDatasetDecl, metadata);
 
-		IBinaryComparatorFactory[] comparatorFactories = DatasetUtils
-				.computeKeysBinaryComparatorFactories(compiledDatasetDecl,
-						context.getBinaryComparatorFactoryProvider());
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
 
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
-		try {
-			splitsAndConstraint = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
+        IBinaryComparatorFactory[] comparatorFactories = DatasetUtils.computeKeysBinaryComparatorFactories(
+                compiledDatasetDecl, context.getBinaryComparatorFactoryProvider());
 
-		TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-				spec, recordDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(),
-				splitsAndConstraint.first, typeTraits, comparatorFactories,
-				fieldPermutation, IndexOp.DELETE,
-				new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE, txnId);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				btreeBulkLoad, splitsAndConstraint.second);
-	}
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
+        try {
+            splitsAndConstraint = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName,
+                    indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
-			IDataSourceIndex<String, AqlSourceId> dataSourceIndex,
-			IOperatorSchema propagatedSchema,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec)
-			throws AlgebricksException {
-		String indexName = dataSourceIndex.getId();
-		String datasetName = dataSourceIndex.getDataSource().getId()
-				.getDatasetName();
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-				compiledDatasetDecl, indexName);
+        TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recordDesc, appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(),
+                splitsAndConstraint.first, typeTraits, comparatorFactories, fieldPermutation, IndexOp.DELETE,
+                new BTreeDataflowHelperFactory(), null, NoOpOperationCallbackProvider.INSTANCE, txnId);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(btreeBulkLoad, splitsAndConstraint.second);
+    }
 
-		if (cid.getKind() == IndexKind.BTREE)
-			return getBTreeDmlRuntime(datasetName, indexName, propagatedSchema,
-					primaryKeys, secondaryKeys, recordDesc, context, spec,
-					IndexOp.INSERT);
-		else
-			return getRTreeDmlRuntime(datasetName, indexName, propagatedSchema,
-					primaryKeys, secondaryKeys, recordDesc, context, spec,
-					IndexOp.INSERT);
-	}
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexInsertRuntime(
+            IDataSourceIndex<String, AqlSourceId> dataSourceIndex, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec) throws AlgebricksException {
+        String indexName = dataSourceIndex.getId();
+        String datasetName = dataSourceIndex.getDataSource().getId().getDatasetName();
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(compiledDatasetDecl, indexName);
+        AsterixTupleFilterFactory filterFactory = createTupleFilterFactory(inputSchemas, typeEnv, filterExpr, context);
+        if (cid.getKind() == IndexKind.BTREE) {
+            return getBTreeDmlRuntime(datasetName, indexName, propagatedSchema, primaryKeys, secondaryKeys,
+                    filterFactory, recordDesc, context, spec, IndexOp.INSERT);
+        } else {
+            return getRTreeDmlRuntime(datasetName, indexName, propagatedSchema, primaryKeys, secondaryKeys,
+                    filterFactory, recordDesc, context, spec, IndexOp.INSERT);
+        }
+    }
 
-	@Override
-	public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
-			IDataSourceIndex<String, AqlSourceId> dataSourceIndex,
-			IOperatorSchema propagatedSchema,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec)
-			throws AlgebricksException {
-		String indexName = dataSourceIndex.getId();
-		String datasetName = dataSourceIndex.getDataSource().getId()
-				.getDatasetName();
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-				compiledDatasetDecl, indexName);
-		if (cid.getKind() == IndexKind.BTREE)
-			return getBTreeDmlRuntime(datasetName, indexName, propagatedSchema,
-					primaryKeys, secondaryKeys, recordDesc, context, spec,
-					IndexOp.DELETE);
-		else
-			return getRTreeDmlRuntime(datasetName, indexName, propagatedSchema,
-					primaryKeys, secondaryKeys, recordDesc, context, spec,
-					IndexOp.DELETE);
-	}
+    @Override
+    public Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getIndexDeleteRuntime(
+            IDataSourceIndex<String, AqlSourceId> dataSourceIndex, IOperatorSchema propagatedSchema,
+            IOperatorSchema[] inputSchemas, IVariableTypeEnvironment typeEnv, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, ILogicalExpression filterExpr, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec) throws AlgebricksException {
+        String indexName = dataSourceIndex.getId();
+        String datasetName = dataSourceIndex.getDataSource().getId().getDatasetName();
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(compiledDatasetDecl, indexName);
+        AsterixTupleFilterFactory filterFactory = createTupleFilterFactory(inputSchemas, typeEnv, filterExpr, context);
+        if (cid.getKind() == IndexKind.BTREE) {
+            return getBTreeDmlRuntime(datasetName, indexName, propagatedSchema, primaryKeys, secondaryKeys,
+                    filterFactory, recordDesc, context, spec, IndexOp.DELETE);
+        } else {
+            return getRTreeDmlRuntime(datasetName, indexName, propagatedSchema, primaryKeys, secondaryKeys,
+                    filterFactory, recordDesc, context, spec, IndexOp.DELETE);
+        }
+    }
 
-	private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getBTreeDmlRuntime(
-			String datasetName, String indexName,
-			IOperatorSchema propagatedSchema,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec, IndexOp indexOp)
-			throws AlgebricksException {
-		int numKeys = primaryKeys.size() + secondaryKeys.size();
-		// generate field permutations
-		int[] fieldPermutation = new int[numKeys];
-		int i = 0;
-		for (LogicalVariable varKey : secondaryKeys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		for (LogicalVariable varKey : primaryKeys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
+    private AsterixTupleFilterFactory createTupleFilterFactory(IOperatorSchema[] inputSchemas,
+            IVariableTypeEnvironment typeEnv, ILogicalExpression filterExpr, JobGenContext context)
+            throws AlgebricksException {
+        // No filtering condition.
+        if (filterExpr == null) {
+            return null;
+        }
+        ILogicalExpressionJobGen exprJobGen = context.getExpressionJobGen();
+        IEvaluatorFactory filterEvalFactory = exprJobGen.createEvaluatorFactory(filterExpr, typeEnv, inputSchemas,
+                context);
+        return new AsterixTupleFilterFactory(filterEvalFactory, context.getBinaryBooleanInspector());
+    }
 
-		// dataset
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		if (compiledDatasetDecl == null) {
-			throw new AlgebricksException("Unknown dataset " + datasetName);
-		}
-		String itemTypeName = compiledDatasetDecl.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(itemTypeName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-		if (itemType.getTypeTag() != ATypeTag.RECORD) {
-			throw new AlgebricksException("Only record types can be indexed.");
-		}
-		ARecordType recType = (ARecordType) itemType;
+    private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getBTreeDmlRuntime(String datasetName,
+            String indexName, IOperatorSchema propagatedSchema, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, AsterixTupleFilterFactory filterFactory, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec, IndexOp indexOp) throws AlgebricksException {
+        int numKeys = primaryKeys.size() + secondaryKeys.size();
+        // generate field permutations
+        int[] fieldPermutation = new int[numKeys];
+        int i = 0;
+        for (LogicalVariable varKey : secondaryKeys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        for (LogicalVariable varKey : primaryKeys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
 
-		// index parameters
-		AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-				compiledDatasetDecl, indexName);
-		List<String> secondaryKeyExprs = cid.getFieldExprs();
-		ITypeTraits[] typeTraits = new ITypeTraits[numKeys];
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[numKeys];
-		for (i = 0; i < secondaryKeys.size(); ++i) {
-			IAType keyType = AqlCompiledIndexDecl.keyFieldType(
-					secondaryKeyExprs.get(i).toString(), recType);
-			comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-					.getBinaryComparatorFactory(keyType, true);
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-		}
-		for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-				.getPartitioningFunctions(compiledDatasetDecl)) {
-			IAType keyType = evalFactoryAndType.third;
-			comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-					.getBinaryComparatorFactory(keyType, true);
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-			++i;
-		}
+        // dataset
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        if (compiledDatasetDecl == null) {
+            throw new AlgebricksException("Unknown dataset " + datasetName);
+        }
+        String itemTypeName = compiledDatasetDecl.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(itemTypeName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        if (itemType.getTypeTag() != ATypeTag.RECORD) {
+            throw new AlgebricksException("Only record types can be indexed.");
+        }
+        ARecordType recType = (ARecordType) itemType;
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
-		try {
-			splitsAndConstraint = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-		TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-				spec, recordDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(),
-				splitsAndConstraint.first, typeTraits, comparatorFactories,
-				fieldPermutation, indexOp, new BTreeDataflowHelperFactory(),
-				NoOpOperationCallbackProvider.INSTANCE, txnId);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				btreeBulkLoad, splitsAndConstraint.second);
-	}
+        // index parameters
+        AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(compiledDatasetDecl, indexName);
+        List<String> secondaryKeyExprs = cid.getFieldExprs();
+        ITypeTraits[] typeTraits = new ITypeTraits[numKeys];
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[numKeys];
+        for (i = 0; i < secondaryKeys.size(); ++i) {
+            IAType keyType = AqlCompiledIndexDecl.keyFieldType(secondaryKeyExprs.get(i).toString(), recType);
+            comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType,
+                    true);
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+        }
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
+                .getPartitioningFunctions(compiledDatasetDecl)) {
+            IAType keyType = evalFactoryAndType.third;
+            comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType,
+                    true);
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
 
-	private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getRTreeDmlRuntime(
-			String datasetName, String indexName,
-			IOperatorSchema propagatedSchema,
-			List<LogicalVariable> primaryKeys,
-			List<LogicalVariable> secondaryKeys, RecordDescriptor recordDesc,
-			JobGenContext context, JobSpecification spec, IndexOp indexOp)
-			throws AlgebricksException {
-		AqlCompiledDatasetDecl compiledDatasetDecl = metadata
-				.findDataset(datasetName);
-		String itemTypeName = compiledDatasetDecl.getItemTypeName();
-		IAType itemType;
-		try {
-			itemType = metadata.findType(itemTypeName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-		if (itemType.getTypeTag() != ATypeTag.RECORD) {
-			throw new AlgebricksException("Only record types can be indexed.");
-		}
-		ARecordType recType = (ARecordType) itemType;
-		AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(
-				compiledDatasetDecl, indexName);
-		List<String> secondaryKeyExprs = cid.getFieldExprs();
-		IAType spatialType = AqlCompiledIndexDecl.keyFieldType(
-				secondaryKeyExprs.get(0).toString(), recType);
-		int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType
-				.getTypeTag());
-		int numSecondaryKeys = dimension * 2;
-		int numPrimaryKeys = primaryKeys.size();
-		int numKeys = numSecondaryKeys + numPrimaryKeys;
-		ITypeTraits[] typeTraits = new ITypeTraits[numKeys];
-		IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[numKeys];
-		int[] fieldPermutation = new int[numKeys];
-		int i = 0;
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
+        try {
+            splitsAndConstraint = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName,
+                    indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        TreeIndexInsertUpdateDeleteOperatorDescriptor btreeBulkLoad = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recordDesc, appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(),
+                splitsAndConstraint.first, typeTraits, comparatorFactories, fieldPermutation, indexOp,
+                new BTreeDataflowHelperFactory(), filterFactory, NoOpOperationCallbackProvider.INSTANCE, txnId);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(btreeBulkLoad, splitsAndConstraint.second);
+    }
 
-		for (LogicalVariable varKey : secondaryKeys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		for (LogicalVariable varKey : primaryKeys) {
-			int idx = propagatedSchema.findVariable(varKey);
-			fieldPermutation[i] = idx;
-			i++;
-		}
-		IAType nestedKeyType = NonTaggedFormatUtil
-				.getNestedSpatialType(spatialType.getTypeTag());
-		IPrimitiveValueProviderFactory[] valueProviderFactories = new IPrimitiveValueProviderFactory[numSecondaryKeys];
-		for (i = 0; i < numSecondaryKeys; i++) {
-			ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
-					.getSerializerDeserializer(nestedKeyType);
-			comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-					.getBinaryComparatorFactory(nestedKeyType, true);
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE
-					.getTypeTrait(nestedKeyType);
-			valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
-		}
-		for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
-				.getPartitioningFunctions(compiledDatasetDecl)) {
-			IAType keyType = evalFactoryAndType.third;
-			comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE
-					.getBinaryComparatorFactory(keyType, true);
-			typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
-			++i;
-		}
+    private Pair<IOperatorDescriptor, AlgebricksPartitionConstraint> getRTreeDmlRuntime(String datasetName,
+            String indexName, IOperatorSchema propagatedSchema, List<LogicalVariable> primaryKeys,
+            List<LogicalVariable> secondaryKeys, AsterixTupleFilterFactory filterFactory, RecordDescriptor recordDesc,
+            JobGenContext context, JobSpecification spec, IndexOp indexOp) throws AlgebricksException {
+        AqlCompiledDatasetDecl compiledDatasetDecl = metadata.findDataset(datasetName);
+        String itemTypeName = compiledDatasetDecl.getItemTypeName();
+        IAType itemType;
+        try {
+            itemType = metadata.findType(itemTypeName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        if (itemType.getTypeTag() != ATypeTag.RECORD) {
+            throw new AlgebricksException("Only record types can be indexed.");
+        }
+        ARecordType recType = (ARecordType) itemType;
+        AqlCompiledIndexDecl cid = DatasetUtils.findSecondaryIndexByName(compiledDatasetDecl, indexName);
+        List<String> secondaryKeyExprs = cid.getFieldExprs();
+        Pair<IAType, Boolean> keyPairType = AqlCompiledIndexDecl.getNonNullableKeyFieldType(secondaryKeyExprs.get(0),
+                recType);
+        IAType spatialType = keyPairType.first;
+        int dimension = NonTaggedFormatUtil.getNumDimensions(spatialType.getTypeTag());
+        int numSecondaryKeys = dimension * 2;
+        int numPrimaryKeys = primaryKeys.size();
+        int numKeys = numSecondaryKeys + numPrimaryKeys;
+        ITypeTraits[] typeTraits = new ITypeTraits[numKeys];
+        IBinaryComparatorFactory[] comparatorFactories = new IBinaryComparatorFactory[numKeys];
+        int[] fieldPermutation = new int[numKeys];
+        int i = 0;
 
-		IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context
-				.getAppContext();
-		Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
-		try {
-			splitsAndConstraint = metadata
-					.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(
-							datasetName, indexName);
-		} catch (Exception e) {
-			throw new AlgebricksException(e);
-		}
-		TreeIndexInsertUpdateDeleteOperatorDescriptor rtreeUpdate = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
-				spec, recordDesc, appContext.getStorageManagerInterface(),
-				appContext.getIndexRegistryProvider(),
-				splitsAndConstraint.first, typeTraits, comparatorFactories,
-				fieldPermutation, indexOp, new RTreeDataflowHelperFactory(
-						valueProviderFactories),
-				NoOpOperationCallbackProvider.INSTANCE, txnId);
-		return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(
-				rtreeUpdate, splitsAndConstraint.second);
-	}
+        for (LogicalVariable varKey : secondaryKeys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        for (LogicalVariable varKey : primaryKeys) {
+            int idx = propagatedSchema.findVariable(varKey);
+            fieldPermutation[i] = idx;
+            i++;
+        }
+        IAType nestedKeyType = NonTaggedFormatUtil.getNestedSpatialType(spatialType.getTypeTag());
+        IPrimitiveValueProviderFactory[] valueProviderFactories = new IPrimitiveValueProviderFactory[numSecondaryKeys];
+        for (i = 0; i < numSecondaryKeys; i++) {
+            ISerializerDeserializer keySerde = AqlSerializerDeserializerProvider.INSTANCE
+                    .getSerializerDeserializer(nestedKeyType);
+            comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(
+                    nestedKeyType, true);
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(nestedKeyType);
+            valueProviderFactories[i] = AqlPrimitiveValueProviderFactory.INSTANCE;
+        }
+        for (Triple<IEvaluatorFactory, ScalarFunctionCallExpression, IAType> evalFactoryAndType : DatasetUtils
+                .getPartitioningFunctions(compiledDatasetDecl)) {
+            IAType keyType = evalFactoryAndType.third;
+            comparatorFactories[i] = AqlBinaryComparatorFactoryProvider.INSTANCE.getBinaryComparatorFactory(keyType,
+                    true);
+            typeTraits[i] = AqlTypeTraitProvider.INSTANCE.getTypeTrait(keyType);
+            ++i;
+        }
 
-	public long getTxnId() {
-		return txnId;
-	}
+        IAsterixApplicationContextInfo appContext = (IAsterixApplicationContextInfo) context.getAppContext();
+        Pair<IFileSplitProvider, AlgebricksPartitionConstraint> splitsAndConstraint;
+        try {
+            splitsAndConstraint = metadata.splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName,
+                    indexName);
+        } catch (Exception e) {
+            throw new AlgebricksException(e);
+        }
+        TreeIndexInsertUpdateDeleteOperatorDescriptor rtreeUpdate = new TreeIndexInsertUpdateDeleteOperatorDescriptor(
+                spec, recordDesc, appContext.getStorageManagerInterface(), appContext.getIndexRegistryProvider(),
+                splitsAndConstraint.first, typeTraits, comparatorFactories, fieldPermutation, indexOp,
+                new RTreeDataflowHelperFactory(valueProviderFactories), filterFactory,
+                NoOpOperationCallbackProvider.INSTANCE, txnId);
+        return new Pair<IOperatorDescriptor, AlgebricksPartitionConstraint>(rtreeUpdate, splitsAndConstraint.second);
+    }
 
-	public static ITreeIndexFrameFactory createBTreeNSMInteriorFrameFactory(
-			ITypeTraits[] typeTraits) {
-		return new BTreeNSMInteriorFrameFactory(
-				new TypeAwareTupleWriterFactory(typeTraits));
-	}
+    public long getTxnId() {
+        return txnId;
+    }
 
-	public static ITreeIndexFrameFactory createBTreeNSMLeafFrameFactory(
-			ITypeTraits[] typeTraits) {
-		return new BTreeNSMLeafFrameFactory(new TypeAwareTupleWriterFactory(
-				typeTraits));
-	}
+    public static ITreeIndexFrameFactory createBTreeNSMInteriorFrameFactory(ITypeTraits[] typeTraits) {
+        return new BTreeNSMInteriorFrameFactory(new TypeAwareTupleWriterFactory(typeTraits));
+    }
 
-	@Override
-	public IFunctionInfo lookupFunction(FunctionIdentifier fid) {
-		return AsterixBuiltinFunctions.lookupFunction(fid);
-	}
+    public static ITreeIndexFrameFactory createBTreeNSMLeafFrameFactory(ITypeTraits[] typeTraits) {
+        return new BTreeNSMLeafFrameFactory(new TypeAwareTupleWriterFactory(typeTraits));
+    }
 
+    @Override
+    public IFunctionInfo lookupFunction(FunctionIdentifier fid) {
+        return AsterixBuiltinFunctions.lookupFunction(fid);
+    }
 }
diff --git a/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/base/TypeComputerUtilities.java b/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/base/TypeComputerUtilities.java
index 293aef1..c9ce037 100644
--- a/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/base/TypeComputerUtilities.java
+++ b/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/base/TypeComputerUtilities.java
@@ -36,5 +36,4 @@
         } else
             return null;
     }
-
 }
diff --git a/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/impl/ClosedRecordConstructorResultType.java b/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/impl/ClosedRecordConstructorResultType.java
index 39485ab..c482dfa 100644
--- a/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/impl/ClosedRecordConstructorResultType.java
+++ b/asterix-om/src/main/java/edu/uci/ics/asterix/om/typecomputer/impl/ClosedRecordConstructorResultType.java
@@ -34,7 +34,7 @@
         ARecordType type = (ARecordType) TypeComputerUtilities.getRequiredType(f);
         if (type != null)
             return type;
-
+        
         int n = f.getArguments().size() / 2;
         String[] fieldNames = new String[n];
         IAType[] fieldTypes = new IAType[n];
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilter.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilter.java
new file mode 100644
index 0000000..8bb0b9f
--- /dev/null
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilter.java
@@ -0,0 +1,44 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.asterix.runtime.base;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IEvaluator;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IEvaluatorFactory;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ArrayBackedValueStorage;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilter;
+
+public class AsterixTupleFilter implements ITupleFilter {
+	
+	private final IBinaryBooleanInspector boolInspector;
+	private final IEvaluator eval;
+    private final ArrayBackedValueStorage evalOut = new ArrayBackedValueStorage();
+    
+	public AsterixTupleFilter(IEvaluatorFactory evalFactory,
+			IBinaryBooleanInspector boolInspector) throws AlgebricksException {
+		this.boolInspector = boolInspector;
+		eval = evalFactory.createEvaluator(evalOut);
+	}
+	
+	@Override
+	public boolean accept(IFrameTupleReference tuple) throws Exception {
+		evalOut.reset();
+		eval.evaluate(tuple);
+		return boolInspector.getBooleanValue(evalOut.getBytes(), 0, 2);
+	}
+}
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilterFactory.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilterFactory.java
new file mode 100644
index 0000000..ce5cefd
--- /dev/null
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/base/AsterixTupleFilterFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.asterix.runtime.base;
+
+import edu.uci.ics.hyracks.algebricks.common.exceptions.AlgebricksException;
+import edu.uci.ics.hyracks.algebricks.data.IBinaryBooleanInspector;
+import edu.uci.ics.hyracks.algebricks.runtime.base.IEvaluatorFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilter;
+import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
+
+public class AsterixTupleFilterFactory implements ITupleFilterFactory {
+
+    private static final long serialVersionUID = 1L;
+    
+    private final IBinaryBooleanInspector boolInspector;
+    private final IEvaluatorFactory evalFactory;
+    
+    public AsterixTupleFilterFactory(IEvaluatorFactory evalFactory,
+            IBinaryBooleanInspector boolInspector) throws AlgebricksException {
+        this.evalFactory = evalFactory;
+        this.boolInspector = boolInspector;
+    }
+    
+    @Override
+    public ITupleFilter createTupleFilter() throws Exception {
+        return new AsterixTupleFilter(evalFactory, boolInspector);
+    }
+
+}
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/common/CreateMBREvalFactory.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/common/CreateMBREvalFactory.java
index 119a9f1..d7404bb 100644
--- a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/common/CreateMBREvalFactory.java
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/common/CreateMBREvalFactory.java
@@ -283,9 +283,14 @@
                                     }
                                 }
                                 break;
+                            case NULL: {
+                            	out.writeByte(ATypeTag.NULL.serialize());
+                            	return;
+                            }
                             default:
                                 throw new NotImplementedException(
-                                        "create-mbr is only implemented for POINT, LINE, POLYGON, CIRCLE and RECTANGLE.");
+									"create-mbr is only implemented for POINT, LINE, POLYGON, CIRCLE and RECTANGLE. Encountered type: "
+											+ tag + ".");
 
                         }
                     } else {
diff --git a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
index bd5e410..272e7e0 100644
--- a/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
+++ b/asterix-runtime/src/main/java/edu/uci/ics/asterix/runtime/evaluators/functions/SpatialIntersectDescriptor.java
@@ -783,6 +783,9 @@
                                         case RECTANGLE:
                                             res = pointInRectangle(outInput0.getBytes(), outInput1.getBytes());
                                             break;
+                                        case NULL:
+                                            res = false;
+                                            break;
                                         default:
                                             throw new NotImplementedException(
                                                     "spatial-intersection does not support the type: "
@@ -833,6 +836,9 @@
                                         case RECTANGLE:
                                             res = lineRectangleIntersection(outInput0.getBytes(), outInput1.getBytes());
                                             break;
+                                        case NULL:
+                                            res = false;
+                                            break;
                                         default:
                                             throw new NotImplementedException(
                                                     "spatial-intersection does not support the type: "
@@ -929,6 +935,9 @@
                                             res = rectanglePolygonIntersection(outInput1.getBytes(),
                                                     outInput0.getBytes());
                                             break;
+                                        case NULL:
+                                            res = false;
+                                            break;
                                         default:
                                             throw new NotImplementedException(
                                                     "spatial-intersection does not support the type: "
@@ -954,6 +963,9 @@
                                             res = rectangleCircleIntersection(outInput1.getBytes(),
                                                     outInput0.getBytes());
                                             break;
+                                        case NULL:
+                                            res = false;
+                                            break;
                                         default:
                                             throw new NotImplementedException(
                                                     "spatial-intersection does not support the type: "
@@ -1004,6 +1016,9 @@
                                                 }
                                             }
                                             break;
+                                        case NULL:
+                                            res = false;
+                                            break;
                                         default:
                                             throw new NotImplementedException(
                                                     "spatial-intersection does not support the type: "
@@ -1011,6 +1026,9 @@
                                                             + " It is only implemented for POINT, ALINE, POLYGON, and CIRCLE.");
                                     }
                                     break;
+                                case NULL:
+                                    res = false;
+                                    break;
                                 default:
                                     throw new NotImplementedException(
                                             "spatial-intersection does not support the type: " + tag0