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..4ef030b 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
@@ -65,20 +65,21 @@
         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 +93,13 @@
         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 +107,9 @@
         }
         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 +121,13 @@
                         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(
@@ -133,9 +140,10 @@
             AssignOperator assign = new AssignOperator(secondaryKeyVars, expressions);
             ProjectOperator project = new ProjectOperator(projectVars);
             if (index.getKind() == IndexKind.BTREE) {
-                for (LogicalVariable secondaryKeyVar : secondaryKeyVars)
+                for (LogicalVariable secondaryKeyVar : secondaryKeyVars) {
                     secondaryExpressions.add(new MutableObject<ILogicalExpression>(new VariableReferenceExpression(
                             secondaryKeyVar)));
+                }
                 AqlIndex dataSourceIndex = new AqlIndex(index, metadata, datasetName);
                 IndexInsertDeleteOperator indexUpdate = new IndexInsertDeleteOperator(dataSourceIndex,
                         insertOp.getPrimaryKeyExpressions(), secondaryExpressions, insertOp.getOperation());
@@ -171,9 +179,10 @@
                                     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)));
+                }
                 AqlIndex dataSourceIndex = new AqlIndex(index, metadata, datasetName);
                 IndexInsertDeleteOperator indexUpdate = new IndexInsertDeleteOperator(dataSourceIndex,
                         insertOp.getPrimaryKeyExpressions(), secondaryExpressions, insertOp.getOperation());
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/file/IndexOperations.java b/asterix-app/src/main/java/edu/uci/ics/asterix/file/IndexOperations.java
index 95a65bd..e788e0f 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
@@ -1,66 +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.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 {
@@ -69,31 +27,9 @@
             .getPhysicalOptimizationConfig();
 
     public static JobSpecification buildCreateIndexJobSpec(CompiledCreateIndexStatement createIndexStmt,
-            AqlCompiledMetadataDeclarations datasetDecls) throws AsterixException, AlgebricksException {
-
-        switch (createIndexStmt.getIndexType()) {
-            case BTREE: {
-                return createBtreeIndexJobSpec(createIndexStmt, datasetDecls);
-            }
-
-            case RTREE: {
-                return createRtreeIndexJobSpec(createIndexStmt, datasetDecls);
-            }
-
-            case KEYWORD: {
-                return createKeywordIndexJobSpec(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.getIndexType(), physicalOptimizationConfig);
+        return secondaryIndexCreator.createJobSpec(createIndexStmt, metadata);
     }
 
     public static JobSpecification createSecondaryIndexDropJobSpec(CompiledIndexDropStatement deleteStmt,
@@ -116,666 +52,6 @@
         return spec;
     }
 
-    @SuppressWarnings("unchecked")
-    public static JobSpecification createBtreeIndexJobSpec(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;
-
-    }
-
-    @SuppressWarnings("unchecked")
-    public static JobSpecification createRtreeIndexJobSpec(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 createKeywordIndexJobSpec(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;
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..0e4b633
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryBTreeCreator.java
@@ -0,0 +1,69 @@
+package edu.uci.ics.asterix.file;
+
+import edu.uci.ics.asterix.common.exceptions.AsterixException;
+import edu.uci.ics.asterix.metadata.declared.AqlCompiledMetadataDeclarations;
+import edu.uci.ics.asterix.translator.DmlTranslator.CompiledCreateIndexStatement;
+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;
+
+public class SecondaryBTreeCreator extends SecondaryIndexCreator {
+    
+    protected SecondaryBTreeCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @Override
+    public JobSpecification createJobSpec(CompiledCreateIndexStatement createIndexStmt,
+            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
+        init(createIndexStmt, metadata);
+        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..d9585fd
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryIndexCreator.java
@@ -0,0 +1,298 @@
+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.config.DatasetConfig.IndexType;
+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")
+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 String secondaryIndexName;
+    protected boolean anySecondaryKeyIsNullable = false;
+
+    protected IBinaryComparatorFactory[] primaryComparatorFactories;
+    protected RecordDescriptor primaryRecDesc;
+    protected IBinaryComparatorFactory[] secondaryComparatorFactories;
+    protected RecordDescriptor secondaryRecDesc;
+    protected IEvaluatorFactory[] evalFactories;
+    
+    // Prevent public construction.
+    protected SecondaryIndexCreator(PhysicalOptimizationConfig physOptConf) {
+        this.physOptConf = physOptConf;
+    }
+
+    public static SecondaryIndexCreator createIndexCreator(IndexType indexType, PhysicalOptimizationConfig physOptConf) throws AsterixException {
+        switch (indexType) {
+            case BTREE: {
+                return new SecondaryBTreeCreator(physOptConf);
+            }
+            case RTREE: {
+                return new SecondaryRTreeCreator(physOptConf);
+            }
+            case KEYWORD: {
+                return new SecondaryInvertedIndexCreator(physOptConf);
+            }
+            default: {
+                throw new AsterixException("Unknown Index Type: " + indexType);
+            }
+        }
+    }
+    
+    public abstract JobSpecification createJobSpec(CompiledCreateIndexStatement createIndexStmt,
+            AqlCompiledMetadataDeclarations metadata) 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> splitProviderAndConstraint = metadata
+                .splitProviderAndPartitionConstraintsForInternalOrFeedDataset(datasetName, datasetName);
+        primaryFileSplitProvider = splitProviderAndConstraint.first;
+        primaryPartitionConstraint = splitProviderAndConstraint.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..4f0d3a5
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryInvertedIndexCreator.java
@@ -0,0 +1,310 @@
+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.AqlBinaryComparatorFactoryProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlBinaryTokenizerFactoryProvider;
+import edu.uci.ics.asterix.formats.nontagged.AqlTypeTraitProvider;
+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.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.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.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.common.IStorageManagerInterface;
+
+@SuppressWarnings("rawtypes")
+public class SecondaryInvertedIndexCreator extends SecondaryIndexCreator {
+    
+    protected SecondaryInvertedIndexCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @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 createJobSpec(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);
+        }
+
+        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;
+    }
+
+}
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..4010fdc
--- /dev/null
+++ b/asterix-app/src/main/java/edu/uci/ics/asterix/file/SecondaryRTreeCreator.java
@@ -0,0 +1,126 @@
+package edu.uci.ics.asterix.file;
+
+import java.util.List;
+
+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.metadata.declared.AqlCompiledMetadataDeclarations;
+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.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.rtree.dataflow.RTreeDataflowHelperFactory;
+
+@SuppressWarnings("rawtypes")
+public class SecondaryRTreeCreator extends SecondaryIndexCreator {
+
+    protected IPrimitiveValueProviderFactory[] valueProviderFactories;
+    protected int numNestedSecondaryKeyFields;
+    
+    protected SecondaryRTreeCreator(PhysicalOptimizationConfig physOptConf) {
+        super(physOptConf);
+    }
+
+    @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 createJobSpec(CompiledCreateIndexStatement createIndexStmt,
+            AqlCompiledMetadataDeclarations metadata) throws AsterixException, AlgebricksException {
+        init(createIndexStmt, metadata);
+        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/only.txt b/asterix-app/src/test/resources/runtimets/only.txt
index e69de29..b399dbe 100644
--- a/asterix-app/src/test/resources/runtimets/only.txt
+++ b/asterix-app/src/test/resources/runtimets/only.txt
@@ -0,0 +1 @@
+dml/insert-into-empty-dataset-with-index_01.aql
\ No newline at end of file
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/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" }
+{ "l_orderkey": 7, "l_partkey": 80, "l_suppkey": 10, "l_linenumber": 6, "l_quantity": 35.0d, "l_extendedprice": 34302.8d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-16", "l_commitdate": "1996-02-23", "l_receiptdate": "1996-01-22", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "jole. excuses wake carefully alongside of " }
+{ "l_orderkey": 32, "l_partkey": 198, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 32.0d, "l_extendedprice": 35142.08d, "l_discount": 0.02d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-14", "l_commitdate": "1995-10-07", "l_receiptdate": "1995-08-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "lithely regular deposits. fluffily " }
+{ "l_orderkey": 32, "l_partkey": 3, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 4.0d, "l_extendedprice": 3612.0d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-04", "l_commitdate": "1995-10-01", "l_receiptdate": "1995-09-03", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "e slyly final pac" }
+{ "l_orderkey": 32, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 44.0d, "l_extendedprice": 43387.52d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-08-28", "l_commitdate": "1995-08-20", "l_receiptdate": "1995-09-14", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "symptotes nag according to the ironic depo" }
+{ "l_orderkey": 32, "l_partkey": 12, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 6.0d, "l_extendedprice": 5472.06d, "l_discount": 0.04d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-07-21", "l_commitdate": "1995-09-23", "l_receiptdate": "1995-07-25", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": " gifts cajole carefully." }
+{ "l_orderkey": 33, "l_partkey": 62, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 31.0d, "l_extendedprice": 29823.86d, "l_discount": 0.09d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-29", "l_commitdate": "1993-12-19", "l_receiptdate": "1993-11-08", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "ng to the furiously ironic package" }
+{ "l_orderkey": 33, "l_partkey": 61, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 32.0d, "l_extendedprice": 30753.92d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-12-09", "l_commitdate": "1994-01-04", "l_receiptdate": "1993-12-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "gular theodolites" }
+{ "l_orderkey": 34, "l_partkey": 89, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 13.0d, "l_extendedprice": 12858.04d, "l_discount": 0.0d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-23", "l_commitdate": "1998-09-14", "l_receiptdate": "1998-11-06", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "nic accounts. deposits are alon" }
+{ "l_orderkey": 34, "l_partkey": 170, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 6.0d, "l_extendedprice": 6421.02d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-30", "l_commitdate": "1998-09-20", "l_receiptdate": "1998-11-05", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ar foxes sleep " }
+{ "l_orderkey": 35, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 25.0d, "l_extendedprice": 24652.0d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-26", "l_commitdate": "1995-12-25", "l_receiptdate": "1995-12-21", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " quickly unti" }
+{ "l_orderkey": 35, "l_partkey": 120, "l_suppkey": 7, "l_linenumber": 5, "l_quantity": 34.0d, "l_extendedprice": 34684.08d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-11-08", "l_commitdate": "1996-01-15", "l_receiptdate": "1995-11-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": ". silent, unusual deposits boost" }
+{ "l_orderkey": 35, "l_partkey": 31, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 28.0d, "l_extendedprice": 26068.84d, "l_discount": 0.03d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-01", "l_commitdate": "1995-12-24", "l_receiptdate": "1996-02-28", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "ly alongside of " }
+{ "l_orderkey": 37, "l_partkey": 23, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 40.0d, "l_extendedprice": 36920.8d, "l_discount": 0.09d, "l_tax": 0.03d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-21", "l_commitdate": "1992-08-01", "l_receiptdate": "1992-08-15", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "luffily regular requests. slyly final acco" }
+{ "l_orderkey": 37, "l_partkey": 127, "l_suppkey": 6, "l_linenumber": 2, "l_quantity": 39.0d, "l_extendedprice": 40057.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-02", "l_commitdate": "1992-08-18", "l_receiptdate": "1992-07-28", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "the final requests. ca" }
+{ "l_orderkey": 37, "l_partkey": 13, "l_suppkey": 7, "l_linenumber": 3, "l_quantity": 43.0d, "l_extendedprice": 39259.43d, "l_discount": 0.05d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-07-10", "l_commitdate": "1992-07-06", "l_receiptdate": "1992-08-02", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "iously ste" }
+{ "l_orderkey": 39, "l_partkey": 3, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 44.0d, "l_extendedprice": 39732.0d, "l_discount": 0.09d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-14", "l_commitdate": "1996-12-15", "l_receiptdate": "1996-12-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "RAIL", "l_comment": "eodolites. careful" }
+{ "l_orderkey": 39, "l_partkey": 187, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 26.0d, "l_extendedprice": 28266.68d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-11-04", "l_commitdate": "1996-10-20", "l_receiptdate": "1996-11-20", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ckages across the slyly silent" }
+{ "l_orderkey": 39, "l_partkey": 21, "l_suppkey": 6, "l_linenumber": 4, "l_quantity": 32.0d, "l_extendedprice": 29472.64d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-02", "l_commitdate": "1996-12-19", "l_receiptdate": "1996-10-14", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "heodolites sleep silently pending foxes. ac" }
+{ "l_orderkey": 39, "l_partkey": 55, "l_suppkey": 10, "l_linenumber": 5, "l_quantity": 43.0d, "l_extendedprice": 41067.15d, "l_discount": 0.01d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-10-17", "l_commitdate": "1996-11-14", "l_receiptdate": "1996-10-26", "l_shipinstruct": "COLLECT COD", "l_shipmode": "MAIL", "l_comment": "yly regular i" }
+{ "l_orderkey": 39, "l_partkey": 95, "l_suppkey": 7, "l_linenumber": 6, "l_quantity": 40.0d, "l_extendedprice": 39803.6d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-08", "l_commitdate": "1996-10-22", "l_receiptdate": "1997-01-01", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "quickly ironic fox" }
+{ "l_orderkey": 64, "l_partkey": 86, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 21.0d, "l_extendedprice": 20707.68d, "l_discount": 0.05d, "l_tax": 0.02d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-09-30", "l_commitdate": "1994-09-18", "l_receiptdate": "1994-10-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": "ch slyly final, thin platelets." }
+{ "l_orderkey": 66, "l_partkey": 116, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 31.0d, "l_extendedprice": 31499.41d, "l_discount": 0.0d, "l_tax": 0.08d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-02-19", "l_commitdate": "1994-03-11", "l_receiptdate": "1994-02-20", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "RAIL", "l_comment": "ut the unusual accounts sleep at the bo" }
+{ "l_orderkey": 67, "l_partkey": 21, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 12.0d, "l_extendedprice": 11052.24d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-01-27", "l_commitdate": "1997-02-21", "l_receiptdate": "1997-02-22", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": " even packages cajole" }
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+{ "l_orderkey": 353, "l_partkey": 78, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 46.0d, "l_extendedprice": 44991.22d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-04-14", "l_commitdate": "1994-01-31", "l_receiptdate": "1994-05-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " ironic dolphins " }
+{ "l_orderkey": 354, "l_partkey": 50, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 14.0d, "l_extendedprice": 13300.7d, "l_discount": 0.08d, "l_tax": 0.04d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-04-12", "l_commitdate": "1996-06-03", "l_receiptdate": "1996-05-08", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "quickly regular grouches will eat. careful" }
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+{ "l_orderkey": 354, "l_partkey": 5, "l_suppkey": 10, "l_linenumber": 7, "l_quantity": 14.0d, "l_extendedprice": 12670.0d, "l_discount": 0.01d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-07-06", "l_commitdate": "1996-06-08", "l_receiptdate": "1996-07-10", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "t thinly above the ironic, " }
+{ "l_orderkey": 356, "l_partkey": 46, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 4.0d, "l_extendedprice": 3784.16d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-07-28", "l_commitdate": "1994-08-01", "l_receiptdate": "1994-08-04", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "REG AIR", "l_comment": " the dependencies nod unusual, final ac" }
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+{ "l_orderkey": 357, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 36.0d, "l_extendedprice": 39102.48d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-28", "l_commitdate": "1996-11-13", "l_receiptdate": "1997-01-24", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "d the carefully even requests. " }
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+{ "l_orderkey": 358, "l_partkey": 97, "l_suppkey": 10, "l_linenumber": 4, "l_quantity": 15.0d, "l_extendedprice": 14956.35d, "l_discount": 0.08d, "l_tax": 0.08d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-10-04", "l_commitdate": "1993-12-17", "l_receiptdate": "1993-10-23", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "out the blithely ironic deposits slee" }
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+{ "l_orderkey": 359, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 17.0d, "l_extendedprice": 17546.21d, "l_discount": 0.07d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-01-31", "l_commitdate": "1995-03-18", "l_receiptdate": "1995-02-10", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "sts according to the blithely" }
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+{ "l_orderkey": 384, "l_partkey": 132, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 14.0d, "l_extendedprice": 14449.82d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-06-14", "l_commitdate": "1992-05-29", "l_receiptdate": "1992-07-05", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "ckages are slyly after the slyly specia" }
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+{ "l_orderkey": 385, "l_partkey": 54, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 46.0d, "l_extendedprice": 43886.3d, "l_discount": 0.08d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-29", "l_commitdate": "1996-05-17", "l_receiptdate": "1996-04-18", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "lthily ironic f" }
+{ "l_orderkey": 387, "l_partkey": 137, "l_suppkey": 8, "l_linenumber": 1, "l_quantity": 1.0d, "l_extendedprice": 1037.13d, "l_discount": 0.08d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-06", "l_commitdate": "1997-04-23", "l_receiptdate": "1997-05-10", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": " pinto beans wake furiously carefu" }
+{ "l_orderkey": 387, "l_partkey": 97, "l_suppkey": 10, "l_linenumber": 3, "l_quantity": 40.0d, "l_extendedprice": 39883.6d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-08", "l_commitdate": "1997-04-18", "l_receiptdate": "1997-03-31", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": " quickly ironic platelets are slyly. fluff" }
+{ "l_orderkey": 387, "l_partkey": 56, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 19.0d, "l_extendedprice": 18164.95d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-03-14", "l_commitdate": "1997-04-21", "l_receiptdate": "1997-04-04", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "gular dependencies" }
+{ "l_orderkey": 387, "l_partkey": 149, "l_suppkey": 6, "l_linenumber": 5, "l_quantity": 32.0d, "l_extendedprice": 33572.48d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-05-02", "l_commitdate": "1997-04-11", "l_receiptdate": "1997-05-11", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "TRUCK", "l_comment": "gle. silent, fur" }
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+{ "l_orderkey": 838, "l_partkey": 29, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 27.0d, "l_extendedprice": 25083.54d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-02-15", "l_commitdate": "1998-04-03", "l_receiptdate": "1998-02-20", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "SHIP", "l_comment": " pending pinto beans haggle about t" }
+{ "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" }
+{ "l_orderkey": 839, "l_partkey": 158, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 23.0d, "l_extendedprice": 24337.45d, "l_discount": 0.07d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-17", "l_commitdate": "1995-11-03", "l_receiptdate": "1995-11-04", "l_shipinstruct": "COLLECT COD", "l_shipmode": "AIR", "l_comment": "ng ideas haggle accord" }
+{ "l_orderkey": 839, "l_partkey": 189, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 47.0d, "l_extendedprice": 51191.46d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1995-10-17", "l_commitdate": "1995-11-06", "l_receiptdate": "1995-11-10", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "refully final excuses about " }
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+{ "l_orderkey": 868, "l_partkey": 168, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 8.0d, "l_extendedprice": 8545.28d, "l_discount": 0.06d, "l_tax": 0.03d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-10-07", "l_commitdate": "1992-08-01", "l_receiptdate": "1992-10-16", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "l deposits. blithely regular pint" }
+{ "l_orderkey": 868, "l_partkey": 29, "l_suppkey": 8, "l_linenumber": 2, "l_quantity": 13.0d, "l_extendedprice": 12077.26d, "l_discount": 0.05d, "l_tax": 0.07d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-07-25", "l_commitdate": "1992-08-26", "l_receiptdate": "1992-08-04", "l_shipinstruct": "NONE", "l_shipmode": "AIR", "l_comment": "gged instructi" }
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+{ "l_orderkey": 868, "l_partkey": 125, "l_suppkey": 6, "l_linenumber": 6, "l_quantity": 19.0d, "l_extendedprice": 19477.28d, "l_discount": 0.02d, "l_tax": 0.05d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1992-09-20", "l_commitdate": "1992-07-18", "l_receiptdate": "1992-10-04", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ely even deposits lose blithe" }
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+{ "l_orderkey": 870, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 5.0d, "l_extendedprice": 5430.9d, "l_discount": 0.06d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-08-13", "l_commitdate": "1993-09-11", "l_receiptdate": "1993-08-24", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "e slyly excuses. ironi" }
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+{ "l_orderkey": 896, "l_partkey": 2, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 7.0d, "l_extendedprice": 6314.0d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-02", "l_commitdate": "1993-05-24", "l_receiptdate": "1993-05-31", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": " requests " }
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+{ "l_orderkey": 899, "l_partkey": 85, "l_suppkey": 6, "l_linenumber": 3, "l_quantity": 4.0d, "l_extendedprice": 3940.32d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-06-02", "l_commitdate": "1998-06-28", "l_receiptdate": "1998-06-14", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "ter the carefully regular deposits are agai" }
+{ "l_orderkey": 899, "l_partkey": 180, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 14.0d, "l_extendedprice": 15122.52d, "l_discount": 0.05d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-05-21", "l_commitdate": "1998-05-28", "l_receiptdate": "1998-06-03", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "FOB", "l_comment": "ades impress carefully" }
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+{ "l_orderkey": 901, "l_partkey": 46, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 2.0d, "l_extendedprice": 1892.08d, "l_discount": 0.09d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-10-25", "l_commitdate": "1998-09-27", "l_receiptdate": "1998-11-01", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "AIR", "l_comment": "d foxes use slyly" }
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+{ "l_orderkey": 2279, "l_partkey": 169, "l_suppkey": 8, "l_linenumber": 5, "l_quantity": 9.0d, "l_extendedprice": 9622.44d, "l_discount": 0.05d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-21", "l_commitdate": "1993-03-29", "l_receiptdate": "1993-06-17", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "ns cajole after the final platelets. s" }
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+{ "l_orderkey": 2914, "l_partkey": 66, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 22.0d, "l_extendedprice": 21253.32d, "l_discount": 0.05d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1993-05-11", "l_commitdate": "1993-04-09", "l_receiptdate": "1993-05-22", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " carefully about the fluffily ironic gifts" }
+{ "l_orderkey": 2914, "l_partkey": 163, "l_suppkey": 10, "l_linenumber": 2, "l_quantity": 25.0d, "l_extendedprice": 26579.0d, "l_discount": 0.03d, "l_tax": 0.04d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1993-05-14", "l_commitdate": "1993-04-04", "l_receiptdate": "1993-05-22", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "cross the carefully even accounts." }
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+{ "l_orderkey": 2917, "l_partkey": 194, "l_suppkey": 8, "l_linenumber": 6, "l_quantity": 7.0d, "l_extendedprice": 7659.33d, "l_discount": 0.05d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-03-21", "l_commitdate": "1998-03-03", "l_receiptdate": "1998-03-25", "l_shipinstruct": "NONE", "l_shipmode": "REG AIR", "l_comment": "ly about the regular accounts. carefully pe" }
+{ "l_orderkey": 2918, "l_partkey": 78, "l_suppkey": 7, "l_linenumber": 1, "l_quantity": 24.0d, "l_extendedprice": 23473.68d, "l_discount": 0.1d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-12-20", "l_commitdate": "1996-10-28", "l_receiptdate": "1996-12-26", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "FOB", "l_comment": " quickly. express requests haggle careful" }
+{ "l_orderkey": 2944, "l_partkey": 42, "l_suppkey": 9, "l_linenumber": 2, "l_quantity": 44.0d, "l_extendedprice": 41449.76d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-10-28", "l_commitdate": "1997-11-22", "l_receiptdate": "1997-11-10", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "ickly. regular requests haggle. idea" }
+{ "l_orderkey": 2944, "l_partkey": 17, "l_suppkey": 7, "l_linenumber": 4, "l_quantity": 23.0d, "l_extendedprice": 21091.23d, "l_discount": 0.02d, "l_tax": 0.03d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1998-01-12", "l_commitdate": "1997-12-03", "l_receiptdate": "1998-01-17", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": " excuses? regular platelets e" }
+{ "l_orderkey": 2945, "l_partkey": 59, "l_suppkey": 10, "l_linenumber": 1, "l_quantity": 37.0d, "l_extendedprice": 35484.85d, "l_discount": 0.0d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-10", "l_commitdate": "1996-03-20", "l_receiptdate": "1996-02-12", "l_shipinstruct": "COLLECT COD", "l_shipmode": "SHIP", "l_comment": "l instructions. regular, regular " }
+{ "l_orderkey": 2945, "l_partkey": 127, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 28.0d, "l_extendedprice": 28759.36d, "l_discount": 0.06d, "l_tax": 0.02d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-17", "l_commitdate": "1996-03-13", "l_receiptdate": "1996-04-15", "l_shipinstruct": "COLLECT COD", "l_shipmode": "FOB", "l_comment": "le slyly along the eve" }
+{ "l_orderkey": 2945, "l_partkey": 188, "l_suppkey": 9, "l_linenumber": 4, "l_quantity": 34.0d, "l_extendedprice": 36998.12d, "l_discount": 0.08d, "l_tax": 0.06d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-02-03", "l_commitdate": "1996-03-17", "l_receiptdate": "1996-02-29", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "at the unusual theodolite" }
+{ "l_orderkey": 2945, "l_partkey": 97, "l_suppkey": 9, "l_linenumber": 6, "l_quantity": 45.0d, "l_extendedprice": 44869.05d, "l_discount": 0.07d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-03-01", "l_commitdate": "1996-03-25", "l_receiptdate": "1996-03-08", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "MAIL", "l_comment": "ainst the final packages" }
+{ "l_orderkey": 2945, "l_partkey": 52, "l_suppkey": 10, "l_linenumber": 7, "l_quantity": 47.0d, "l_extendedprice": 44746.35d, "l_discount": 0.07d, "l_tax": 0.05d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1996-01-05", "l_commitdate": "1996-02-11", "l_receiptdate": "1996-01-12", "l_shipinstruct": "DELIVER IN PERSON", "l_shipmode": "MAIL", "l_comment": "quests use" }
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+{ "l_orderkey": 2947, "l_partkey": 186, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 10.0d, "l_extendedprice": 10861.8d, "l_discount": 0.09d, "l_tax": 0.07d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1995-06-07", "l_commitdate": "1995-06-26", "l_receiptdate": "1995-06-08", "l_shipinstruct": "NONE", "l_shipmode": "MAIL", "l_comment": "lly special " }
+{ "l_orderkey": 2948, "l_partkey": 118, "l_suppkey": 9, "l_linenumber": 1, "l_quantity": 48.0d, "l_extendedprice": 48869.28d, "l_discount": 0.0d, "l_tax": 0.04d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-08-29", "l_commitdate": "1994-10-23", "l_receiptdate": "1994-09-23", "l_shipinstruct": "NONE", "l_shipmode": "TRUCK", "l_comment": "unusual excuses use about the " }
+{ "l_orderkey": 2949, "l_partkey": 21, "l_suppkey": 6, "l_linenumber": 1, "l_quantity": 4.0d, "l_extendedprice": 3684.08d, "l_discount": 0.06d, "l_tax": 0.06d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1994-06-07", "l_commitdate": "1994-06-17", "l_receiptdate": "1994-07-04", "l_shipinstruct": "TAKE BACK RETURN", "l_shipmode": "REG AIR", "l_comment": "gular pinto beans wake alongside of the reg" }
+{ "l_orderkey": 2949, "l_partkey": 180, "l_suppkey": 9, "l_linenumber": 3, "l_quantity": 38.0d, "l_extendedprice": 41046.84d, "l_discount": 0.02d, "l_tax": 0.06d, "l_returnflag": "R", "l_linestatus": "F", "l_shipdate": "1994-05-22", "l_commitdate": "1994-05-25", "l_receiptdate": "1994-05-27", "l_shipinstruct": "COLLECT COD", "l_shipmode": "REG AIR", "l_comment": "se slyly requests. carefull" }
+{ "l_orderkey": 2950, "l_partkey": 66, "l_suppkey": 7, "l_linenumber": 2, "l_quantity": 18.0d, "l_extendedprice": 17389.08d, "l_discount": 0.1d, "l_tax": 0.01d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-07-19", "l_commitdate": "1997-08-29", "l_receiptdate": "1997-08-17", "l_shipinstruct": "COLLECT COD", "l_shipmode": "TRUCK", "l_comment": "uests cajole furio" }
+{ "l_orderkey": 2950, "l_partkey": 187, "l_suppkey": 8, "l_linenumber": 4, "l_quantity": 45.0d, "l_extendedprice": 48923.1d, "l_discount": 0.08d, "l_tax": 0.0d, "l_returnflag": "N", "l_linestatus": "O", "l_shipdate": "1997-09-05", "l_commitdate": "1997-09-23", "l_receiptdate": "1997-09-11", "l_shipinstruct": "NONE", "l_shipmode": "FOB", "l_comment": "ides the b" }
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+{ "l_orderkey": 4800, "l_partkey": 11, "l_suppkey": 8, "l_linenumber": 3, "l_quantity": 21.0d, "l_extendedprice": 19131.21d, "l_discount": 0.09d, "l_tax": 0.05d, "l_returnflag": "A", "l_linestatus": "F", "l_shipdate": "1992-02-14", "l_commitdate": "1992-03-15", "l_receiptdate": "1992-02-26", "l_shipinstruct": "NONE", "l_shipmode": "SHIP", "l_comment": "ithely according to " }
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+{ "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-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..4eb3456 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
@@ -386,8 +386,8 @@
 			}
 			ARecordType recType = (ARecordType) itemType;
 			for (i = 0; i < numSecondaryKeys; i++) {
-				IAType keyType = AqlCompiledIndexDecl.keyFieldType(
-						secondaryKeyFields.get(i), recType);
+				Pair<IAType, Boolean> keyTypePair = AqlCompiledIndexDecl.getNonNullableKeyFieldType(secondaryKeyFields.get(i), recType);
+				IAType keyType = keyTypePair.first;
 				ISerializerDeserializer keySerde = metadata.getFormat()
 						.getSerdeProvider().getSerializerDeserializer(keyType);
 				recordFields[i] = keySerde;
@@ -498,8 +498,8 @@
 			}
 			ARecordType recType = (ARecordType) itemType;
 
-			IAType keyType = AqlCompiledIndexDecl.keyFieldType(
-					secondaryKeyFields.get(0), recType);
+			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.");
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 {