commit bb906dc3a20194b6a8271d9011156d319b177289
author alexander.behm <alexander.behm@123451ca-8445-de46-9d55-352943316053> Tue Sep 04 22:36:19 2012 +0000
committer alexander.behm <alexander.behm@123451ca-8445-de46-9d55-352943316053> Tue Sep 04 22:36:19 2012 +0000
tree 1e47040625c8e85e33c05eec7b2b622c26c2cb5d
parent 18c13d5f595321468971fb73eaf45324dab27504
parent 48c3238ba759ec075b829a70b99e4ff1980cb618

Merged hyracks_lsm_tree r1860:1879.

git-svn-id: https://hyracks.googlecode.com/svn/branches/hyracks_inverted_index_updates_new@1880 123451ca-8445-de46-9d55-352943316053

hyracks-examples/hyracks-integration-tests/pom.xml

diff --git a/hyracks-examples/hyracks-integration-tests/pom.xml b/hyracks-examples/hyracks-integration-tests/pom.xml
index 1295bb5..5b18161 100644
--- a/hyracks-examples/hyracks-integration-tests/pom.xml
+++ b/hyracks-examples/hyracks-integration-tests/pom.xml
@@ -73,7 +73,7 @@
 	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
+  		<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
   		<version>0.2.1-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>

hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java

diff --git a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java
index 06b52de..76155ae 100644
--- a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java
+++ b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/BinaryTokenizerOperatorTest.java
@@ -22,11 +22,11 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
 import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
 
 public class BinaryTokenizerOperatorTest extends AbstractIntegrationTest {

hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/InvertedIndexOperatorsTest.java

diff --git a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/InvertedIndexOperatorsTest.java b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/InvertedIndexOperatorsTest.java
index f380303..d108289 100644
--- a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/InvertedIndexOperatorsTest.java
+++ b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/InvertedIndexOperatorsTest.java
@@ -22,11 +22,11 @@
 import edu.uci.ics.hyracks.dataflow.std.file.FileSplit;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.dataflow.std.file.PlainFileWriterOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
 import edu.uci.ics.hyracks.tests.integration.AbstractIntegrationTest;
 
 public class InvertedIndexOperatorsTest extends AbstractIntegrationTest {

hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java

diff --git a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java
index ad07024..0298d36 100644
--- a/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java
+++ b/hyracks-examples/hyracks-integration-tests/src/test/java/edu/uci/ics/hyracks/tests/am/invertedindex/WordInvertedIndexTest.java
@@ -57,17 +57,17 @@
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexBulkLoadOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexCreateOperatorDescriptor;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallbackProvider;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexBulkLoadOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexCreateOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.dataflow.InvertedIndexSearchOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.BinaryTokenizerOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.InvertedIndexBulkLoadOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.InvertedIndexCreateOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.InvertedIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow.InvertedIndexSearchOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 import edu.uci.ics.hyracks.test.support.TestIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;

hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
index 65b9a33..2f0679c 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
+++ b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/dataflow/BTreeSearchOperatorNodePushable.java
@@ -20,9 +20,9 @@
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexSearchOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class BTreeSearchOperatorNodePushable extends TreeIndexSearchOperatorNodePushable {
     protected final boolean lowKeyInclusive;

hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
index d2200fe..3d3b27f 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
+++ b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTree.java
@@ -35,7 +35,6 @@
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
-import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeUnsortedInputException;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeOpContext.PageValidationInfo;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
@@ -53,6 +52,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
 import edu.uci.ics.hyracks.storage.am.common.frames.FrameOpSpaceStatus;
 import edu.uci.ics.hyracks.storage.am.common.impls.AbstractTreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
@@ -908,12 +908,17 @@
         public BTreeOpContext getOpContext() {
             return ctx;
         }
+        
+        public ITreeIndexCursor createCountingSearchCursor() {
+            IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) btree.getLeafFrameFactory().createFrame();
+            return new BTreeCountingSearchCursor(leafFrame, false);
+        }
     }
 
     @Override
-    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyinput) throws TreeIndexException {
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput) throws TreeIndexException {
         try {
-            return new BTreeBulkLoader(fillFactor, verifyinput);
+            return new BTreeBulkLoader(fillFactor, verifyInput);
         } catch (HyracksDataException e) {
             throw new TreeIndexException(e);
         }
@@ -994,7 +999,7 @@
                 HyracksDataException {
             // New tuple should be strictly greater than last tuple.
             if (cmp.compare(tuple, prevTuple) != 1) {
-                throw new BTreeUnsortedInputException("Input stream given to BTree bulk load is not sorted.");
+                throw new UnsortedInputException("Input stream given to BTree bulk load is not sorted.");
             }
         }
 

hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
new file mode 100644
index 0000000..4f667b2
--- /dev/null
+++ b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/impls/BTreeCountingSearchCursor.java
@@ -0,0 +1,247 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.btree.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleMode;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.FindTupleNoExactMatchPolicy;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+
+public class BTreeCountingSearchCursor implements ITreeIndexCursor {
+
+    private int fileId = -1;
+    private ICachedPage page = null;
+    private IBufferCache bufferCache = null;
+
+    private int tupleIndex = 0;
+    private int stopTupleIndex;
+    private int count = -1;
+
+    private FindTupleMode lowKeyFtm;
+    private FindTupleMode highKeyFtm;
+
+    private FindTupleNoExactMatchPolicy lowKeyFtp;
+    private FindTupleNoExactMatchPolicy highKeyFtp;
+
+    private final IBTreeLeafFrame frame;
+    private final ITreeIndexTupleReference frameTuple;
+    private final boolean exclusiveLatchNodes;
+
+    private RangePredicate pred;
+    private MultiComparator lowKeyCmp;
+    private MultiComparator highKeyCmp;
+    private ITupleReference lowKey;
+    private ITupleReference highKey;
+
+    // For storing the count.
+    private byte[] countBuf = new byte[4];
+    private ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(1);
+    private ArrayTupleReference countTuple = new ArrayTupleReference();    
+    
+    public BTreeCountingSearchCursor(IBTreeLeafFrame frame, boolean exclusiveLatchNodes) {
+        this.frame = frame;
+        this.frameTuple = frame.createTupleReference();
+        this.exclusiveLatchNodes = exclusiveLatchNodes;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        // in case open is called multiple times without closing
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch();
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+
+        page = ((BTreeCursorInitialState) initialState).getPage();
+        frame.setPage(page);
+
+        pred = (RangePredicate) searchPred;
+        lowKeyCmp = pred.getLowKeyComparator();
+        highKeyCmp = pred.getHighKeyComparator();
+
+        lowKey = pred.getLowKey();
+        highKey = pred.getHighKey();
+
+        // init
+        lowKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.lowKeyInclusive) {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        } else {
+            lowKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        }
+
+        highKeyFtm = FindTupleMode.EXCLUSIVE;
+        if (pred.highKeyInclusive) {
+            highKeyFtp = FindTupleNoExactMatchPolicy.HIGHER_KEY;
+        } else {
+            highKeyFtp = FindTupleNoExactMatchPolicy.LOWER_KEY;
+        }
+
+        tupleIndex = getLowKeyIndex();
+        stopTupleIndex = getHighKeyIndex();        
+    }
+
+    private void fetchNextLeafPage(int nextLeafPage) throws HyracksDataException {
+        do {
+            ICachedPage nextLeaf = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, nextLeafPage), false);
+            if (exclusiveLatchNodes) {
+                nextLeaf.acquireWriteLatch();
+                page.releaseWriteLatch();
+            } else {
+                nextLeaf.acquireReadLatch();
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+            page = nextLeaf;
+            frame.setPage(page);
+            nextLeafPage = frame.getNextLeaf();
+        } while (frame.getTupleCount() == 0 && nextLeafPage > 0);
+    }
+
+    private int getLowKeyIndex() throws HyracksDataException {
+        if (lowKey == null) {
+            return 0;
+        }
+        int index = frame.findTupleIndex(lowKey, frameTuple, lowKeyCmp, lowKeyFtm, lowKeyFtp);
+        if (pred.lowKeyInclusive) {
+            index++;
+        } else {
+            if (index < 0) {
+                index = frame.getTupleCount();
+            }
+        }
+        return index;
+    }
+
+    private int getHighKeyIndex() throws HyracksDataException {
+        if (highKey == null) {
+            return frame.getTupleCount() - 1;
+        }
+        int index = frame.findTupleIndex(highKey, frameTuple, highKeyCmp, highKeyFtm, highKeyFtp);
+        if (pred.highKeyInclusive) {
+            if (index < 0) {
+                index = frame.getTupleCount() - 1;
+            } else {
+                index--;
+            }
+        }
+        return index;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException {
+        // get the count for the current page
+        // follow the sibling pointer until last page
+        // if no more tuples on a page, then done
+
+        if (count < 0) {
+            count = 0;
+
+            while (stopTupleIndex >= 0 || frame.getTupleCount() == 0) {
+                count += (stopTupleIndex - tupleIndex + 1);
+
+                int nextLeafPage = frame.getNextLeaf();
+                if (nextLeafPage >= 0) {
+                    fetchNextLeafPage(nextLeafPage);
+                } else {
+                    // No more pages. Done counting!
+                    break;
+                }
+
+                tupleIndex = 0;
+                stopTupleIndex = getHighKeyIndex();
+            }
+
+            return true;
+        }
+
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Do nothing. Count is performed just once!
+        IntegerSerializerDeserializer.putInt(count, countBuf, 0);
+        tupleBuilder.addField(countBuf, 0, 4);
+        countTuple.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (page != null) {
+            if (exclusiveLatchNodes) {
+                page.releaseWriteLatch();
+            } else {
+                page.releaseReadLatch();
+            }
+            bufferCache.unpin(page);
+        }
+        tupleIndex = 0;
+        page = null;
+        pred = null;
+        count = -1;
+    }
+
+    @Override
+    public void reset() {
+        try {
+            close();
+        } catch (Exception e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return countTuple;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return page;
+    }
+
+    @Override
+    public void setBufferCache(IBufferCache bufferCache) {
+        this.bufferCache = bufferCache;
+    }
+
+    @Override
+    public void setFileId(int fileId) {
+        this.fileId = fileId;
+    }
+
+    @Override
+    public boolean exclusiveLatchNodes() {
+        return exclusiveLatchNodes;
+    }
+
+}

hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
index 1009127..c2edb84 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
+++ b/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeUtils.java
@@ -35,6 +35,17 @@
                 cmpFactories, typeTraits.length, file);
         return btree;
     }
+    
+    public static BTree createBTree(IBufferCache bufferCache, IFreePageManager freePageManager,
+            IFileMapProvider fileMapProvider, ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories,
+            BTreeLeafFrameType leafType, FileReference file) throws BTreeException {
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(typeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = getLeafFrameFactory(tupleWriterFactory, leafType);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        BTree btree = new BTree(bufferCache, fileMapProvider, freePageManager, interiorFrameFactory, leafFrameFactory,
+                cmpFactories, typeTraits.length, file);
+        return btree;
+    }
 
     // Creates a new MultiComparator by constructing new IBinaryComparators.
     public static MultiComparator getSearchMultiComparator(IBinaryComparatorFactory[] cmpFactories,

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
index 0a53cf6..1c75da2 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/IIndexCursor.java
@@ -19,16 +19,16 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 
 public interface IIndexCursor {
-    public void open(ICursorInitialState initialState,
-            ISearchPredicate searchPred) throws HyracksDataException;      
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
 
-    public boolean hasNext() throws HyracksDataException;
+    public boolean hasNext() throws HyracksDataException, IndexException;
 
     public void next() throws HyracksDataException;
 
     public void close() throws HyracksDataException;
 
-    public void reset() throws HyracksDataException;
+    public void reset() throws HyracksDataException, IndexException;
 
     public ITupleReference getTuple();
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java
similarity index 70%
rename from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
rename to hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java
index 1645d51..e3304c9 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/api/UnsortedInputException.java
@@ -13,19 +13,19 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.common.api;
 
 /**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
+ * Thrown when trying to bulk load an index with an unsorted input stream. 
  */
-public class BTreeUnsortedInputException extends BTreeException {
+public class UnsortedInputException extends IndexException {
 	private static final long serialVersionUID = 1L;
 	
-	public BTreeUnsortedInputException(Exception e) {
+	public UnsortedInputException(Exception e) {
 		super(e);
 	}
 	
-	public BTreeUnsortedInputException(String message) {
+	public UnsortedInputException(String message) {
         super(message);
     }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java
index 7ec009e..6ec2336 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexBulkLoadOperatorNodePushable.java
@@ -25,6 +25,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class TreeIndexBulkLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
     private final AbstractTreeIndexOperatorDescriptor opDesc;

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
index b2d84dc..c7c5a9d 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/TreeIndexInsertUpdateDeleteOperatorNodePushable.java
@@ -31,6 +31,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 
 public class TreeIndexInsertUpdateDeleteOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
     private final AbstractTreeIndexOperatorDescriptor opDesc;

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
index e8d3d56..6fff620 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenThread.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.IOException;
@@ -23,7 +38,8 @@
     private TupleBatch[] tupleBatches;
     private int ringPos;
     
-    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes, int payloadSize, int rndSeed, int maxOutstandingBatches, boolean sorted) {
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            int payloadSize, int rndSeed, int maxOutstandingBatches, boolean sorted) {
         this.maxNumBatches = maxNumBatches;
         this.maxOutstandingBatches = maxOutstandingBatches;
         rnd = new Random(rndSeed);
@@ -36,6 +52,19 @@
         ringPos = 0;
     }
     
+    public DataGenThread(int numConsumers, int maxNumBatches, int batchSize, ISerializerDeserializer[] fieldSerdes,
+            IFieldValueGenerator[] fieldGens, int rndSeed, int maxOutstandingBatches) {
+        this.maxNumBatches = maxNumBatches;
+        this.maxOutstandingBatches = maxOutstandingBatches;
+        rnd = new Random(rndSeed);
+        tupleBatches = new TupleBatch[maxOutstandingBatches];
+        for (int i = 0; i < maxOutstandingBatches; i++) {
+            tupleBatches[i] = new TupleBatch(batchSize, fieldGens, fieldSerdes, 0);
+        }
+        tupleBatchQueue = new LinkedBlockingQueue<TupleBatch>(maxOutstandingBatches);
+        ringPos = 0;
+    }
+    
     @Override
     public void run() {
         while(numBatches < maxNumBatches) {

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
index d4696df..b3914e6 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DataGenUtils.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
new file mode 100644
index 0000000..b12bb7d
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DocumentStringFieldValueGenerator.java
@@ -0,0 +1,99 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+public class DocumentStringFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final int docMinWords;
+    private final int docMaxWords;
+    private final int maxDictionarySize;
+    private final Random rnd;
+    private int[] cumulIntRanges;
+
+    private List<String> tokenDict = new ArrayList<String>();
+
+    public DocumentStringFieldValueGenerator(int docMinWords, int docMaxWords, int maxDictionarySize, Random rnd)
+            throws IOException {
+        this.docMinWords = docMinWords;
+        this.docMaxWords = docMaxWords;
+        this.maxDictionarySize = maxDictionarySize;
+        this.rnd = rnd;
+        initDictionary();
+        double[] zipfProbDist = ProbabilityHelper.getZipfProbDist(tokenDict.size(), 1);
+        cumulIntRanges = ProbabilityHelper.getCumulIntRanges(zipfProbDist);
+    }
+
+    private void initDictionary() throws IOException {
+        String line;
+        int count = 0;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = firstNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while (count < maxDictionarySize && (line = lastNamesReader.readLine()) != null) {
+                tokenDict.add(line.trim());
+                count++;
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+        int numWords = Math.abs(rnd.nextInt()) % (docMaxWords - docMinWords + 1) + docMinWords;
+        for (int i = 0; i < numWords; i++) {
+            int ix = ProbabilityHelper.choose(cumulIntRanges, rnd.nextInt());
+            strBuilder.append(tokenDict.get(ix));
+            if (i != numWords - 1) {
+                strBuilder.append(" ");
+            }
+        }
+        return strBuilder.toString();
+    }
+
+    public List<String> getTokenDictionary() {
+        return tokenDict;
+    }
+
+    @Override
+    public void reset() {
+    }
+}

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
index fcac93a..c98c249 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/DoubleFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Double next() {
         return rnd.nextDouble();
     }
+
+    @Override
+    public void reset() {
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
index 6f21c77..7c3ff81 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/FloatFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Float next() {
         return rnd.nextFloat();
     }
+
+    @Override
+    public void reset() {
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
index ee0d30b..dfeead6 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IFieldValueGenerator.java
@@ -1,5 +1,21 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public interface IFieldValueGenerator<T> {
     public T next();
+    public void reset();
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
index 134b1f7..cd6e2a6 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/IntegerFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -13,4 +28,8 @@
     public Integer next() {
         return rnd.nextInt();
     }
+
+    @Override
+    public void reset() {
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
new file mode 100644
index 0000000..6b86278
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/PersonNameFieldValueGenerator.java
@@ -0,0 +1,97 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.io.BufferedReader;
+import java.io.IOException;
+import java.io.InputStream;
+import java.io.InputStreamReader;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+public class PersonNameFieldValueGenerator implements IFieldValueGenerator<String> {
+    private final String FIRST_NAMES_FILE = "dist.all.first.cleaned";
+    private final String LAST_NAMES_FILE = "dist.all.last.cleaned";
+
+    private final Random rnd;
+    private final double middleInitialProb;
+    private final String letters = "ABCDEFGHIJKLMNOPQRSTUVWXYZ";
+
+    private List<String> firstNames = new ArrayList<String>();
+    private List<String> lastNames = new ArrayList<String>();
+
+    public PersonNameFieldValueGenerator(Random rnd, double middleInitialProb)
+            throws IOException {
+        this.rnd = rnd;
+        this.middleInitialProb = middleInitialProb;
+        initNames();
+    }
+
+    private void initNames() throws IOException {
+        String line;
+
+        // Read first names from data file.
+        InputStream firstNamesIn = this.getClass().getClassLoader().getResourceAsStream(FIRST_NAMES_FILE);
+        BufferedReader firstNamesReader = new BufferedReader(new InputStreamReader(firstNamesIn));
+        try {
+            while ((line = firstNamesReader.readLine()) != null) {
+                firstNames.add(line.trim());
+            }
+        } finally {
+            firstNamesReader.close();
+        }
+
+        // Read last names from data file.
+        InputStream lastNamesIn = this.getClass().getClassLoader().getResourceAsStream(LAST_NAMES_FILE);
+        BufferedReader lastNamesReader = new BufferedReader(new InputStreamReader(lastNamesIn));
+        try {
+            while ((line = lastNamesReader.readLine()) != null) {
+                lastNames.add(line.trim());
+            }
+        } finally {
+            lastNamesReader.close();
+        }
+    }
+
+    @Override
+    public String next() {
+        StringBuilder strBuilder = new StringBuilder();
+
+        // First name.
+        int fix = Math.abs(rnd.nextInt()) % firstNames.size();
+        strBuilder.append(firstNames.get(fix));
+        strBuilder.append(" ");
+        
+        // Optional middle initial.
+        double d = Math.abs(rnd.nextDouble());
+        if (d <= middleInitialProb) {
+            int mix = Math.abs(rnd.nextInt()) % letters.length();
+            strBuilder.append(letters.charAt(mix));
+            strBuilder.append(". ");
+        }
+        
+        // Last name.
+        int lix = Math.abs(rnd.nextInt()) % lastNames.size();
+        strBuilder.append(lastNames.get(lix));
+        
+        return strBuilder.toString();
+    }
+
+    @Override
+    public void reset() {
+    }
+}

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java
new file mode 100644
index 0000000..1674681
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/ProbabilityHelper.java
@@ -0,0 +1,64 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.datagen;
+
+import java.util.Arrays;
+
+public class ProbabilityHelper {
+    public static double[] getUniformProbDist(int numChoices) {
+        double[] probDist = new double[numChoices];
+        for (int i = 0; i < numChoices; i++) {
+            probDist[i] = 1.0 / (double) numChoices;
+        }
+        return probDist;
+    }
+
+    public static double[] getZipfProbDist(int numChoices, int zipfSkew) {
+        double[] probDist = new double[numChoices];
+        double divisor = 0;
+        for (int i = 1; i <= numChoices; i++) {
+            divisor += 1.0 / (double) Math.pow((double) i, (double) zipfSkew);
+        }
+        for (int i = 1; i <= numChoices; i++) {
+            probDist[i - 1] = (1.0 / (double) Math.pow((double) i, (double) zipfSkew)) / divisor;
+        }
+        return probDist;
+    }
+
+    public static int[] getCumulIntRanges(double[] probDist) {
+        int[] opRanges = new int[probDist.length];
+        if (opRanges.length > 1) {
+            opRanges[0] = (int) Math.floor(Integer.MAX_VALUE * probDist[0]);
+            for (int i = 1; i < opRanges.length - 1; i++) {
+                opRanges[i] = opRanges[i - 1] + (int) Math.floor(Integer.MAX_VALUE * probDist[i]);
+            }
+            opRanges[opRanges.length - 1] = Integer.MAX_VALUE;
+        } else {
+            opRanges[0] = Integer.MAX_VALUE;
+        }
+        return opRanges;
+    }
+
+    public static int choose(int[] cumulIntRanges, int randomInt) {
+        int rndVal = Math.abs(randomInt);
+        int ix = Arrays.binarySearch(cumulIntRanges, rndVal);
+        if (ix < 0) {
+            ix = -ix - 1;
+        }
+        return ix;
+    }
+
+}

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
index 4193811..e93b8de 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedDoubleFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedDoubleFieldValueGenerator implements IFieldValueGenerator<Double> {
-    private double val = 0.0d;
-
+    private double val;
+    private final double startVal;
+    
     public SortedDoubleFieldValueGenerator() {
+        startVal = 0.0d;
+        reset();
     }
     
     public SortedDoubleFieldValueGenerator(double startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Double next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;        
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
index 1f6b315..fb163e1 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedFloatFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedFloatFieldValueGenerator implements IFieldValueGenerator<Float> {
     private float val = 0.0f;
-
+    private final float startVal;
+    
     public SortedFloatFieldValueGenerator() {
+        startVal = 0.0f;
+        reset();
     }
     
     public SortedFloatFieldValueGenerator(float startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Float next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
index 8f7fdcf..a036772 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/SortedIntegerFieldValueGenerator.java
@@ -1,17 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 public class SortedIntegerFieldValueGenerator implements IFieldValueGenerator<Integer> {
     private int val = 0;
+    private final int startVal;
 
     public SortedIntegerFieldValueGenerator() {
+        startVal = 0;
+        reset();
     }
     
     public SortedIntegerFieldValueGenerator(int startVal) {
-        val = startVal;
+        this.startVal = startVal;
+        reset();
     }
     
     @Override
     public Integer next() {
         return val++;
     }
+
+    @Override
+    public void reset() {
+        val = startVal;
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
index 0218542..6bf01a4 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/StringFieldValueGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.util.Random;
@@ -24,4 +39,8 @@
         }
         return strBuilder.toString();
     }
+
+    @Override
+    public void reset() {
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
index bfa523f..375aeb0 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleBatch.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.IOException;

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
index 2801205..d0a1062 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/datagen/TupleGenerator.java
@@ -1,3 +1,18 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.common.datagen;
 
 import java.io.DataOutput;
@@ -48,4 +63,18 @@
     public ITupleReference get() {
         return tuple;
     }
+    
+    public void reset() {
+        for (IFieldValueGenerator fieldGen : fieldGens) {
+            fieldGen.reset();
+        }
+    }
+    
+    public ISerializerDeserializer[] getFieldSerdes() {
+        return fieldSerdes;
+    }
+    
+    public IFieldValueGenerator[] getFieldGens() {
+        return fieldGens;
+    }
 }

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java
index 5c6c913..5831805 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/impls/AbstractTreeIndex.java
@@ -176,7 +176,6 @@
         if (!isActivated) {

             throw new HyracksDataException("Failed to clear the index since it is not activated.");

         }

-

         initEmptyTree();

     }

 

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
index a8ddc19..01c6cc8 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/ophelpers/MultiComparator.java
@@ -95,4 +95,19 @@
         }
         return new MultiComparator(cmps);
     }
+    
+    public static MultiComparator create(IBinaryComparatorFactory[]... cmpFactories) {
+        int size = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            size += cmpFactories[i].length;
+        }
+        IBinaryComparator[] cmps = new IBinaryComparator[size];
+        int x = 0;
+        for (int i = 0; i < cmpFactories.length; i++) {
+            for (int j = 0; j < cmpFactories[i].length; j++) {
+                cmps[x++] = cmpFactories[i][j].createBinaryComparator();
+            }
+        }
+        return new MultiComparator(cmps);
+    }
 }
\ No newline at end of file

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
new file mode 100644
index 0000000..c5662b1
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/ConcatenatingTupleReference.java
@@ -0,0 +1,114 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.tuples;
+
+import java.util.Arrays;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+/**
+ * WARNING: getFieldData(), getFieldStart() and getFieldLength() are log and not constant time.
+ */
+public class ConcatenatingTupleReference implements ITupleReference {
+
+    private final ITupleReference[] tuples;
+    private final int[] fieldCounts;
+    private int numTuples;
+    private int totalFieldCount;
+    
+    public ConcatenatingTupleReference(int maxTuples) {
+        tuples = new ITupleReference[maxTuples];
+        fieldCounts = new int[maxTuples];
+        reset();        
+    }
+    
+    public void reset() {
+        numTuples = 0;
+        totalFieldCount = 0;
+    }
+    
+    public void addTuple(ITupleReference tuple) {
+        tuples[numTuples] = tuple;
+        totalFieldCount += tuple.getFieldCount();
+        if (numTuples > 0) {
+            fieldCounts[numTuples] = fieldCounts[numTuples - 1] + tuple.getFieldCount();
+        } else {
+            fieldCounts[numTuples] = tuple.getFieldCount();
+        }
+        ++numTuples;
+    }
+    
+    public void removeLastTuple() {
+        if (numTuples > 0) {
+            ITupleReference lastTuple = tuples[--numTuples];
+            totalFieldCount -= lastTuple.getFieldCount();
+        }
+    }
+    
+    public int getNumTuples() {
+        return numTuples;
+    }
+    
+    public boolean hasMaxTuples() {
+        return numTuples == tuples.length;
+    }
+    
+    @Override
+    public int getFieldCount() {
+        return totalFieldCount;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldData(fieldIndex);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldStart(fieldIndex);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        int tupleIndex = getTupleIndex(fIdx);
+        int fieldIndex = getFieldIndex(tupleIndex, fIdx);
+        return tuples[tupleIndex].getFieldLength(fieldIndex);
+    }
+    
+    private int getTupleIndex(int fIdx) {
+        int tupleIndex = Arrays.binarySearch(fieldCounts, 0, numTuples - 1, fIdx);
+        if (tupleIndex < 0) {
+            tupleIndex = -tupleIndex - 1;
+        } else {
+            ++tupleIndex;
+        }
+        return tupleIndex;
+    }
+    
+    private int getFieldIndex(int tupleIndex, int fIdx) {
+        int fieldIndex = -1;
+        if (tupleIndex > 0) {
+            fieldIndex = fIdx - fieldCounts[tupleIndex - 1]; 
+        } else {
+            fieldIndex = fIdx;
+        }
+        return fieldIndex;
+    }
+}

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
similarity index 96%
rename from hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java
rename to hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
index 0b296f0..5f97f04 100644
--- a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/dataflow/PermutingFrameTupleReference.java
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingFrameTupleReference.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.common.dataflow;
+package edu.uci.ics.hyracks.storage.am.common.tuples;
 
 import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.IFrameTupleReference;

hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java

diff --git a/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java
new file mode 100644
index 0000000..0272ff6
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/java/edu/uci/ics/hyracks/storage/am/common/tuples/PermutingTupleReference.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.common.tuples;
+
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+
+public class PermutingTupleReference implements ITupleReference {
+
+    private final int[] fieldPermutation;
+    private ITupleReference sourceTuple;
+    
+    public PermutingTupleReference(int[] fieldPermutation) {
+        this.fieldPermutation = fieldPermutation;
+    }
+    
+    public void reset(ITupleReference sourceTuple) {
+        this.sourceTuple = sourceTuple;
+    }
+
+    @Override
+    public int getFieldCount() {
+        return fieldPermutation.length;
+    }
+
+    @Override
+    public byte[] getFieldData(int fIdx) {
+        return sourceTuple.getFieldData(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldStart(int fIdx) {
+        return sourceTuple.getFieldStart(fieldPermutation[fIdx]);
+    }
+
+    @Override
+    public int getFieldLength(int fIdx) {
+        return sourceTuple.getFieldLength(fieldPermutation[fIdx]);
+    }
+}

hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned

diff --git a/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned b/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
new file mode 100755
index 0000000..de64afa
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/resources/dist.all.first.cleaned
@@ -0,0 +1,5494 @@
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+Ruthann 
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hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned

diff --git a/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned b/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
new file mode 100755
index 0000000..c9ec798
--- /dev/null
+++ b/hyracks-storage-am-common/src/main/resources/dist.all.last.cleaned
@@ -0,0 +1,88799 @@
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+Anetsberger
+Anesi
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+Anene
+Anecelle
+Andrzejczyk
+Andrzejczak
+Andruszkiewic
+Andrson
+Androde
+Andriopulos
+Andrino
+Andrich
+Andreola
+Andregg
+Andreessen
+Andrango
+Andradez
+Andrades
+Andrachak
+Andoh
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+Anderst
+Anderholm
+Andere
+Andalora
+Anciso
+Ancic
+Ancel
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+Amys
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+Amormino
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+Ammonds
+Ammirata
+Ammer
+Amlin
+Amith
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+Amerio
+American
+Amentler
+Amemiya
+Amela
+Amejorado
+Amedro
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+Amburgy
+Ambroziak
+Ambrister
+Amboree
+Amboise
+Ambert
+Ambagis
+Amauty
+Amat
+Amas
+Amarian
+Amara
+Amalong
+Alwin
+Alwazan
+Alvirez
+Alvero
+Alverado
+Alty
+Altstatt
+Altsisi
+Altmark
+Altimus
+Altamiruno
+Alson
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+Alsaqri
+Alrod
+Alquesta
+Alpis
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+Alperin
+Aloy
+Alosta
+Aloan
+Alnoor
+Almsteadt
+Almstead
+Almos
+Almgren
+Almarza
+Almajhoub
+Allyne
+Allsbrooks
+Allon
+Allinger
+Alliman
+Alliance
+Allgire
+Allevato
+Alleshouse
+Alleruzzo
+Allerton
+Allder
+Allcock
+Allbert
+Allanson
+Allabaugh
+Alkins
+Alkema
+Alkana
+Aljemal
+Alisauskas
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+Alimento
+Alie
+Alicer
+Alias
+Alhusseini
+Alhameed
+Alhambra
+Alhaddad
+Alfredo
+Alfiero
+Aleyandrez
+Alexidor
+Alexandropoul
+Alexanders
+Alexakis
+Alesse
+Alesna
+Alepin
+Alejandrez
+Aldworth
+Aldrow
+Aldrige
+Aldonza
+Alcine
+Alcantas
+Albu
+Albrough
+Albor
+Albe
+Albarracin
+Albarazi
+Alatosse
+Alarcone
+Alanko
+Aland
+Alamia
+Alameida
+Alambar
+Alai
+Akwei
+Aksoy
+Ako
+Akley
+Akinrefon
+Akimseu
+Akhavan
+Akhand
+Akery
+Akawanzie
+Akapo
+Akamiro
+Akal
+Ajoku
+Ajani
+Aiuto
+Aiudi
+Airth
+Aipperspach
+Aiporlani
+Aipopo
+Aiola
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+Ailsworth
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+Ailiff
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+Aiava
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+Ahrenholz
+Ahnell
+Ahlo
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+Ahlemeyer
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+Ahia
+Ahhee
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+Ahalt
+Agustino
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+Aguele
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+Agonoy
+Agoff
+Aggers
+Agemy
+Ageboi
+Agbisit
+Afurong
+Afshar
+Affronti
+Afflick
+Affeltranger
+Afable
+Aeillo
+Adule
+Adrion
+Adolphe
+Adolfson
+Adner
+Adloff
+Adling
+Adickes
+Adib
+Adelsperger
+Adelmund
+Adelizzi
+Addeo
+Adamsonis
+Adamsen
+Adamowski
+Adamos
+Adamec
+Adalja
+Acosto
+Acors
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+Acock
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+Ackah
+Achin
+Aceveda
+Acerra
+Acerno
+Aceituno
+Acee
+Accala
+Acal
+Abusufait
+Abugn
+Abuel
+Absalon
+Abriola
+Abrey
+Abrell
+Abramovitz
+Abramoff
+Abramian
+Abrahamian
+Abousaleh
+Aboshihata
+Abolafia
+Ableman
+Abkemeier
+Abington
+Abina
+Abigantus
+Abide
+Abeta
+Abercombie
+Abdulmuniem
+Abdulaziz
+Abdou
+Abdelmuti
+Abdelaziz
+Abdelal
+Abbington
+Abbatiello
+Abajian
+Abaja
+Aarsvold
+Aarhus
+Aardema
+Aarant
+Aanderud
+Aalund
+Aalderink

hyracks-storage-am-invertedindex/pom.xml

diff --git a/hyracks-storage-am-invertedindex/pom.xml b/hyracks-storage-am-invertedindex/pom.xml
deleted file mode 100644
index 45add2a..0000000
--- a/hyracks-storage-am-invertedindex/pom.xml
+++ /dev/null
@@ -1,63 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
-  <artifactId>hyracks-storage-am-invertedindex</artifactId>
-  <version>0.2.1-SNAPSHOT</version>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks</artifactId>
-    <version>0.2.1-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-        </configuration>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-common</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-dataflow-common</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-dataflow-std</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>  	
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-btree</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>    
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.1</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>  	  		
-  </dependencies>
-</project>

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java
deleted file mode 100644
index 9435f3c..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListCursor.java
+++ /dev/null
@@ -1,56 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-
-public interface IInvertedListCursor extends Comparable<IInvertedListCursor> {
-    void reset(int startPageId, int endPageId, int startOff, int numElements);
-
-    void pinPagesSync() throws HyracksDataException;
-
-    void pinPagesAsync() throws HyracksDataException;
-
-    void unpinPages() throws HyracksDataException;
-
-    boolean hasNext();
-
-    void next();
-
-    ITupleReference getTuple();
-
-    // getters
-    int getNumElements();
-
-    int getStartPageId();
-
-    int getEndPageId();
-
-    int getStartOff();
-
-    // jump to a specific element
-    void positionCursor(int elementIx);
-
-    boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp);
-
-    // for debugging
-    String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException;
-
-    String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException;
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java
deleted file mode 100644
index 3a28711..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelper.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-
-public final class InvertedIndexDataflowHelper extends IndexDataflowHelper {
-
-    public InvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
-        super(opDesc, ctx, partition);
-    }
-
-    @Override
-    public IIndex createIndexInstance() throws HyracksDataException {
-        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(
-                invIndexOpDesc.getInvListsTypeTraits());
-        return new InvertedIndex(opDesc.getStorageManager().getBufferCache(ctx), opDesc.getStorageManager()
-                .getFileMapProvider(ctx), invListBuilder, invIndexOpDesc.getInvListsTypeTraits(),
-                invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTreeIndexTypeTraits(),
-                invIndexOpDesc.getTreeIndexComparatorFactories(), file);
-    }
-}
\ No newline at end of file

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java
deleted file mode 100644
index 52326b4..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java
+++ /dev/null
@@ -1,18 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
-
-public class InvertedIndexDataflowHelperFactory implements IIndexDataflowHelperFactory {
-
-    private static final long serialVersionUID = 1L;
-
-    @Override
-    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
-            int partition) {
-        return new InvertedIndexDataflowHelper(opDesc, ctx, partition);
-    }
-
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java
deleted file mode 100644
index 44cc1b1..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndex.java
+++ /dev/null
@@ -1,484 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
-
-import java.io.File;
-import java.nio.ByteBuffer;
-
-import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.api.io.IIOManager;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
-import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.util.InvertedIndexUtils;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
-import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-
-/**
- * An inverted index consists of two files: 1. a file storing (paginated)
- * inverted lists 2. a BTree-file mapping from tokens to inverted lists.
- * Implemented features: bulk loading and searching (based on T-Occurrence) Not
- * implemented features: updates (insert/update/delete) Limitations: a query
- * cannot exceed the size of a Hyracks frame.
- */
-public class InvertedIndex implements IIndex {
-    private final IHyracksCommonContext ctx = new DefaultHyracksCommonContext();
-
-    private BTree btree;
-    private int rootPageId = 0;
-    private IBufferCache bufferCache;
-    private IFileMapProvider fileMapProvider;
-    private int fileId = -1;
-    private FileReference file;
-    private final ITypeTraits[] invListTypeTraits;
-    private final IBinaryComparatorFactory[] invListCmpFactories;
-    private final IInvertedListBuilder invListBuilder;
-    private final int numTokenFields;
-    private final int numInvListKeys;
-
-    private boolean isOpen = false;
-
-    public InvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
-            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
-            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
-            IBinaryComparatorFactory[] tokenCmpFactories, FileReference file) throws HyracksDataException {
-        this.bufferCache = bufferCache;
-        this.fileMapProvider = fileMapProvider;
-        this.invListBuilder = invListBuilder;
-
-        this.invListTypeTraits = invListTypeTraits;
-        this.invListCmpFactories = invListCmpFactories;
-        try {
-            this.btree = BTreeUtils.createBTree(bufferCache, fileMapProvider,
-                    InvertedIndexUtils.getBTreeTypeTraits(tokenTypeTraits), tokenCmpFactories,
-                    BTreeLeafFrameType.REGULAR_NSM, new FileReference(new File(file.getFile().getPath() + "_btree")));
-        } catch (BTreeException e) {
-            throw new HyracksDataException(e);
-        }
-        this.numTokenFields = btree.getComparatorFactories().length;
-        this.numInvListKeys = invListCmpFactories.length;
-        this.file = file;
-    }
-
-    @Override
-    public synchronized void create() throws HyracksDataException {
-        if (isOpen) {
-            throw new HyracksDataException("Failed to create since index is already open.");
-        }
-        btree.create();
-
-        boolean fileIsMapped = false;
-        synchronized (fileMapProvider) {
-            fileIsMapped = fileMapProvider.isMapped(file);
-            if (!fileIsMapped) {
-                bufferCache.createFile(file);
-            }
-            fileId = fileMapProvider.lookupFileId(file);
-            try {
-                // Also creates the file if it doesn't exist yet.
-                bufferCache.openFile(fileId);
-            } catch (HyracksDataException e) {
-                // Revert state of buffer cache since file failed to open.
-                if (!fileIsMapped) {
-                    bufferCache.deleteFile(fileId, false);
-                }
-                throw e;
-            }
-        }
-        bufferCache.closeFile(fileId);
-    }
-
-    @Override
-    public synchronized void activate() throws HyracksDataException {
-        if (isOpen) {
-            return;
-        }
-
-        btree.activate();
-        boolean fileIsMapped = false;
-        synchronized (fileMapProvider) {
-            fileIsMapped = fileMapProvider.isMapped(file);
-            if (!fileIsMapped) {
-                bufferCache.createFile(file);
-            }
-            fileId = fileMapProvider.lookupFileId(file);
-            try {
-                // Also creates the file if it doesn't exist yet.
-                bufferCache.openFile(fileId);
-            } catch (HyracksDataException e) {
-                // Revert state of buffer cache since file failed to open.
-                if (!fileIsMapped) {
-                    bufferCache.deleteFile(fileId, false);
-                }
-                throw e;
-            }
-        }
-
-        isOpen = true;
-    }
-
-    @Override
-    public synchronized void deactivate() throws HyracksDataException {
-        if (!isOpen) {
-            return;
-        }
-
-        btree.deactivate();
-        bufferCache.closeFile(fileId);
-
-        isOpen = false;
-    }
-
-    @Override
-    public synchronized void destroy() throws HyracksDataException {
-        if (isOpen) {
-            throw new HyracksDataException("Failed to destroy since index is already open.");
-        }
-
-        btree.destroy();
-        file.getFile().delete();
-        if (fileId == -1) {
-            return;
-        }
-
-        bufferCache.deleteFile(fileId, false);
-        fileId = -1;
-    }
-
-    @Override
-    public synchronized void clear() throws HyracksDataException {
-        if (!isOpen) {
-            throw new HyracksDataException("Failed to clear since index is not open.");
-        }
-        btree.clear();
-        bufferCache.closeFile(fileId);
-        bufferCache.deleteFile(fileId, false);
-        file.getFile().delete();
-
-        boolean fileIsMapped = false;
-        synchronized (fileMapProvider) {
-            fileIsMapped = fileMapProvider.isMapped(file);
-            if (!fileIsMapped) {
-                bufferCache.createFile(file);
-            }
-            fileId = fileMapProvider.lookupFileId(file);
-            try {
-                // Also creates the file if it doesn't exist yet.
-                bufferCache.openFile(fileId);
-            } catch (HyracksDataException e) {
-                // Revert state of buffer cache since file failed to open.
-                if (!fileIsMapped) {
-                    bufferCache.deleteFile(fileId, false);
-                }
-                throw e;
-            }
-        }
-    }
-
-    public boolean openCursor(ITreeIndexCursor btreeCursor, RangePredicate btreePred, ITreeIndexAccessor btreeAccessor,
-            IInvertedListCursor invListCursor) throws HyracksDataException, IndexException {
-        btreeAccessor.search(btreeCursor, btreePred);
-        boolean ret = false;
-        try {
-            if (btreeCursor.hasNext()) {
-                btreeCursor.next();
-                ITupleReference frameTuple = btreeCursor.getTuple();
-                // Hardcoded mapping of btree fields
-                int startPageId = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(1),
-                        frameTuple.getFieldStart(1));
-                int endPageId = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(2),
-                        frameTuple.getFieldStart(2));
-                int startOff = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(3),
-                        frameTuple.getFieldStart(3));
-                int numElements = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(4),
-                        frameTuple.getFieldStart(4));
-                invListCursor.reset(startPageId, endPageId, startOff, numElements);
-                ret = true;
-            } else {
-                invListCursor.reset(0, 0, 0, 0);
-            }
-        } finally {
-            btreeCursor.close();
-            btreeCursor.reset();
-        }
-        return ret;
-    }
-
-    public final class InvertedIndexBulkLoader implements IIndexBulkLoader {
-        private final ArrayTupleBuilder btreeTupleBuilder;
-        private final ArrayTupleReference btreeTupleReference;
-        private final IIndexBulkLoader btreeBulkloader;
-
-        private int currentInvListStartPageId;
-        private int currentInvListStartOffset;
-        private final ArrayTupleBuilder lastTupleBuilder;
-        private final ArrayTupleReference lastTuple;
-
-        private int currentPageId;
-        private ICachedPage currentPage;
-        private final MultiComparator tokenCmp;
-        private final MultiComparator invListCmp;
-
-        public InvertedIndexBulkLoader(float btreeFillFactor, boolean verifyInput, int startPageId, int fileId)
-                throws IndexException, HyracksDataException {
-            this.tokenCmp = MultiComparator.create(btree.getComparatorFactories());
-            this.invListCmp = MultiComparator.create(invListCmpFactories);
-            this.btreeTupleBuilder = new ArrayTupleBuilder(btree.getFieldCount());
-            this.btreeTupleReference = new ArrayTupleReference();
-            this.lastTupleBuilder = new ArrayTupleBuilder(numTokenFields + numInvListKeys);
-            this.lastTuple = new ArrayTupleReference();
-            this.btreeBulkloader = btree.createBulkLoader(btreeFillFactor, verifyInput);
-            currentPageId = startPageId;
-            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
-            currentPage.acquireWriteLatch();
-            invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
-        }
-
-        public void pinNextPage() throws HyracksDataException {
-            currentPage.releaseWriteLatch();
-            bufferCache.unpin(currentPage);
-            currentPageId++;
-            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
-            currentPage.acquireWriteLatch();
-        }
-
-        private void createAndInsertBTreeTuple() throws IndexException, HyracksDataException {
-            // Build tuple.        
-            btreeTupleBuilder.reset();
-            btreeTupleBuilder.addField(lastTuple.getFieldData(0), lastTuple.getFieldStart(0),
-                    lastTuple.getFieldLength(0));
-            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentInvListStartPageId);
-            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentPageId);
-            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentInvListStartOffset);
-            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, invListBuilder.getListSize());
-            // Reset tuple reference and add it.
-            btreeTupleReference.reset(btreeTupleBuilder.getFieldEndOffsets(), btreeTupleBuilder.getByteArray());
-            btreeBulkloader.add(btreeTupleReference);
-        }
-
-        /**
-         * Assumptions:
-         * The first btree.getMultiComparator().getKeyFieldCount() fields in tuple
-         * are btree keys (e.g., a string token).
-         * The next invListCmp.getKeyFieldCount() fields in tuple are keys of the
-         * inverted list (e.g., primary key).
-         * Key fields of inverted list are fixed size.
-         */
-        @Override
-        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
-            boolean firstElement = lastTupleBuilder.getSize() == 0;
-            boolean startNewList = firstElement;
-            if (!firstElement) {
-                // If the current and the last token don't match, we start a new list.
-                lastTuple.reset(lastTupleBuilder.getFieldEndOffsets(), lastTupleBuilder.getByteArray());
-                startNewList = tokenCmp.compare(tuple, lastTuple) != 0;
-            }
-            if (startNewList) {
-                if (!firstElement) {
-                    // Create entry in btree for last inverted list.
-                    createAndInsertBTreeTuple();
-                }
-                if (!invListBuilder.startNewList(tuple, numTokenFields)) {
-                    pinNextPage();
-                    invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
-                    if (!invListBuilder.startNewList(tuple, numTokenFields)) {
-                        throw new IllegalStateException("Failed to create first inverted list.");
-                    }
-                }
-                currentInvListStartPageId = currentPageId;
-                currentInvListStartOffset = invListBuilder.getPos();
-            } else {
-                if (invListCmp.compare(tuple, lastTuple, numTokenFields) == 0) {
-                    // Duplicate inverted-list element.
-                    return;
-                }
-            }
-
-            // Append to current inverted list.
-            if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
-                pinNextPage();
-                invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
-                if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
-                    throw new IllegalStateException(
-                            "Failed to append element to inverted list after switching to a new page.");
-                }
-            }
-
-            // Remember last tuple by creating a copy.
-            // TODO: This portion can be optimized by only copying the token when it changes, and using the last appended inverted-list element as a reference.
-            lastTupleBuilder.reset();
-            for (int i = 0; i < tuple.getFieldCount(); i++) {
-                lastTupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
-            }
-        }
-
-        @Override
-        public void end() throws IndexException, HyracksDataException {
-            createAndInsertBTreeTuple();
-            btreeBulkloader.end();
-
-            if (currentPage != null) {
-                currentPage.releaseWriteLatch();
-                bufferCache.unpin(currentPage);
-            }
-        }
-    }
-
-    @Override
-    public IBufferCache getBufferCache() {
-        return bufferCache;
-    }
-
-    public int getInvListsFileId() {
-        return fileId;
-    }
-
-    public IBinaryComparatorFactory[] getInvListElementCmpFactories() {
-        return invListCmpFactories;
-    }
-
-    public ITypeTraits[] getTypeTraits() {
-        return invListTypeTraits;
-    }
-
-    public BTree getBTree() {
-        return btree;
-    }
-
-    public class InvertedIndexAccessor implements IIndexAccessor {
-        private final IInvertedIndexSearcher searcher;
-
-        public InvertedIndexAccessor(InvertedIndex index) {
-            this.searcher = new TOccurrenceSearcher(ctx, index);
-        }
-
-        @Override
-        public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
-            // TODO Auto-generated method stub
-        }
-
-        @Override
-        public IIndexCursor createSearchCursor() {
-            return new InvertedIndexSearchCursor(searcher);
-        }
-
-        @Override
-        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
-                IndexException {
-            searcher.search((InvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred);
-        }
-
-        public IInvertedIndexSearcher getSearcher() {
-            return searcher;
-        }
-    }
-
-    @Override
-    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
-            ISearchOperationCallback searchCallback) {
-        return new InvertedIndexAccessor(this);
-    }
-
-    @Override
-    public IndexType getIndexType() {
-        return IndexType.INVERTED;
-    }
-
-    // This is just a dummy hyracks context for allocating frames for temporary
-    // results during inverted index searches.
-    // TODO: In the future we should use the real HyracksTaskContext to track
-    // frame usage.
-    private class DefaultHyracksCommonContext implements IHyracksCommonContext {
-        private final int FRAME_SIZE = 32768;
-
-        @Override
-        public int getFrameSize() {
-            return FRAME_SIZE;
-        }
-
-        @Override
-        public IIOManager getIOManager() {
-            return null;
-        }
-
-        @Override
-        public ByteBuffer allocateFrame() {
-            return ByteBuffer.allocate(FRAME_SIZE);
-        }
-    }
-
-    @Override
-    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput) throws IndexException {
-        try {
-            return new InvertedIndexBulkLoader(fillFactor, verifyInput, rootPageId, fileId);
-        } catch (HyracksDataException e) {
-            throw new IndexException(e);
-        }
-    }
-
-    @Override
-    public void validate() throws HyracksDataException {
-        throw new UnsupportedOperationException("Validation not implemented for Inverted Indexes.");
-    }
-
-    @Override
-    public long getInMemorySize() {
-        return 0;
-    }
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java
deleted file mode 100644
index 55945be..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifier.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
-
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-
-public class ConjunctiveSearchModifier implements IInvertedIndexSearchModifier {
-
-    @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return invListCursors.size();
-    }
-
-    @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        return 1;
-    }
-
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
deleted file mode 100644
index 3b0b82d..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
+++ /dev/null
@@ -1,36 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public abstract class AbstractUTF8TokenFactory implements ITokenFactory {
-	private static final long serialVersionUID = 1L;
-	protected final byte tokenTypeTag;
-	protected final byte countTypeTag;
-
-	public AbstractUTF8TokenFactory() {
-		tokenTypeTag = -1;
-		countTypeTag = -1;
-	}
-
-	public AbstractUTF8TokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		this.tokenTypeTag = tokenTypeTag;
-		this.countTypeTag = countTypeTag;
-	}
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
deleted file mode 100644
index 4a350b3..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
+++ /dev/null
@@ -1,42 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class DelimitedUTF8StringBinaryTokenizerFactory implements
-		IBinaryTokenizerFactory {
-
-	private static final long serialVersionUID = 1L;
-	private final boolean ignoreTokenCount;
-	private final boolean sourceHasTypeTag;
-	private final ITokenFactory tokenFactory;
-
-	public DelimitedUTF8StringBinaryTokenizerFactory(boolean ignoreTokenCount,
-			boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
-		this.ignoreTokenCount = ignoreTokenCount;
-		this.sourceHasTypeTag = sourceHasTypeTag;
-		this.tokenFactory = tokenFactory;
-	}
-
-	@Override
-	public IBinaryTokenizer createTokenizer() {
-		return new DelimitedUTF8StringBinaryTokenizer(ignoreTokenCount,
-				sourceHasTypeTag, tokenFactory);
-	}
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
deleted file mode 100644
index 4a87793..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class HashedUTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public HashedUTF8NGramTokenFactory() {
-		super();
-	}
-
-	public HashedUTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new HashedUTF8NGramToken(tokenTypeTag, countTypeTag);
-	}
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
deleted file mode 100644
index 318f041..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
+++ /dev/null
@@ -1,38 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class HashedUTF8WordTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public HashedUTF8WordTokenFactory() {
-		super();
-	}
-
-	public HashedUTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new HashedUTF8WordToken(tokenTypeTag, countTypeTag);
-	}
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java
deleted file mode 100644
index 05c6d0b..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizer.java
+++ /dev/null
@@ -1,30 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public interface IBinaryTokenizer {
-	public IToken getToken();
-
-	public boolean hasNext();
-
-	public void next();
-
-	public void reset(byte[] data, int start, int length);
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java
deleted file mode 100644
index bfe78ee..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IBinaryTokenizerFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.Serializable;
-
-public interface IBinaryTokenizerFactory extends Serializable {
-	public IBinaryTokenizer createTokenizer();
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java
deleted file mode 100644
index befc6d2..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/INGramToken.java
+++ /dev/null
@@ -1,28 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public interface INGramToken {
-	public int getNumPostChars();
-
-	public int getNumPreChars();
-
-	public void setNumPrePostChars(int numPreChars, int numPostChars);
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java
deleted file mode 100644
index c1840d7..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IToken.java
+++ /dev/null
@@ -1,40 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.DataOutput;
-import java.io.IOException;
-
-public interface IToken {
-	public byte[] getData();
-
-	public int getLength();
-
-	public int getStart();
-
-	public int getTokenLength();
-
-	public void reset(byte[] data, int start, int length, int tokenLength,
-			int tokenCount);
-
-	public void serializeToken(DataOutput dos) throws IOException;
-
-	public void serializeTokenCount(DataOutput dos) throws IOException;
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java
deleted file mode 100644
index 8b5d71d..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/ITokenFactory.java
+++ /dev/null
@@ -1,26 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-import java.io.Serializable;
-
-public interface ITokenFactory extends Serializable {
-    public IToken createToken();
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java
deleted file mode 100644
index 968d8e1..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramTokenFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class UTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public UTF8NGramTokenFactory() {
-		super();
-	}
-
-	public UTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new UTF8NGramToken(tokenTypeTag, countTypeTag);
-	}
-
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java
deleted file mode 100644
index 4358254..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordTokenFactory.java
+++ /dev/null
@@ -1,39 +0,0 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
- * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
-
-public class UTF8WordTokenFactory extends AbstractUTF8TokenFactory {
-
-	private static final long serialVersionUID = 1L;
-
-	public UTF8WordTokenFactory() {
-		super();
-	}
-
-	public UTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
-		super(tokenTypeTag, countTypeTag);
-	}
-
-	@Override
-	public IToken createToken() {
-		return new UTF8WordToken(tokenTypeTag, countTypeTag);
-	}
-
-}

hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java b/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java
deleted file mode 100644
index a1d1f06..0000000
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/util/InvertedIndexUtils.java
+++ /dev/null
@@ -1,47 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex.util;
-
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-
-public class InvertedIndexUtils {
-    // Type traits to be appended to the token type trait which finally form the BTree field type traits.
-    private static final ITypeTraits[] btreeValueTypeTraits = new ITypeTraits[4];
-    static {
-        // startPageId
-        btreeValueTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-        // endPageId
-        btreeValueTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
-        // startOff
-        btreeValueTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
-        // numElements
-        btreeValueTypeTraits[3] = IntegerPointable.TYPE_TRAITS;
-    }
-
-    public static ITypeTraits[] getBTreeTypeTraits(ITypeTraits[] tokenTypeTraits) {
-        ITypeTraits[] btreeTypeTraits = new ITypeTraits[tokenTypeTraits.length + btreeValueTypeTraits.length];
-        // Set key type traits.
-        for (int i = 0; i < tokenTypeTraits.length; i++) {
-            btreeTypeTraits[i] = tokenTypeTraits[i];
-        }
-        // Set value type traits.
-        for (int i = 0; i < btreeValueTypeTraits.length; i++) {
-            btreeTypeTraits[i + tokenTypeTraits.length] = btreeValueTypeTraits[i];
-        }
-        return btreeTypeTraits;
-    }
-}

hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java

diff --git a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
index e1a745c..6cbc9d7 100644
--- a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
+++ b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTree.java
@@ -49,7 +49,7 @@
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleReference;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
@@ -65,7 +65,7 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMMergeOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexComponentFinalizer;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
@@ -82,12 +82,12 @@
     private final AntimatterAwareTupleAcceptor acceptor = new AntimatterAwareTupleAcceptor();
 
     // On-disk components.    
-    private final ILSMFileManager fileManager;
+    private final ILSMIndexFileManager fileManager;
     // For creating BTree's used in flush and merge.
-    private final TreeFactory<BTree> diskBTreeFactory;
+    private final TreeIndexFactory<BTree> diskBTreeFactory;
     // For creating BTree's used in bulk load. Different from diskBTreeFactory
     // because it should have a different tuple writer in it's leaf frames.
-    private final TreeFactory<BTree> bulkLoadBTreeFactory;
+    private final TreeIndexFactory<BTree> bulkLoadBTreeFactory;
     private final IBufferCache diskBufferCache;
     private final IFileMapProvider diskFileMapProvider;
     // List of BTree instances. Using Object for better sharing via ILSMTree + LSMHarness.
@@ -104,8 +104,8 @@
 
     public LSMBTree(IBufferCache memBufferCache, InMemoryFreePageManager memFreePageManager,
             ITreeIndexFrameFactory interiorFrameFactory, ITreeIndexFrameFactory insertLeafFrameFactory,
-            ITreeIndexFrameFactory deleteLeafFrameFactory, ILSMFileManager fileNameManager,
-            TreeFactory<BTree> diskBTreeFactory, TreeFactory<BTree> bulkLoadBTreeFactory,
+            ITreeIndexFrameFactory deleteLeafFrameFactory, ILSMIndexFileManager fileNameManager,
+            TreeIndexFactory<BTree> diskBTreeFactory, TreeIndexFactory<BTree> bulkLoadBTreeFactory,
             IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] cmpFactories,
             ILSMFlushController flushController, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
             ILSMIOOperationScheduler ioScheduler) {
@@ -309,7 +309,7 @@
         return createDiskBTree(bulkLoadBTreeFactory, fileRef, true);
     }
 
-    private BTree createDiskBTree(TreeFactory<BTree> factory, FileReference fileRef, boolean createBTree)
+    private BTree createDiskBTree(TreeIndexFactory<BTree> factory, FileReference fileRef, boolean createBTree)
             throws HyracksDataException {
         // Create new BTree instance.
         BTree diskBTree = factory.createIndexInstance(fileRef);
@@ -451,7 +451,7 @@
         }
 
         @Override
-        public void end() throws HyracksDataException {
+        public void end() throws HyracksDataException, IndexException {
             bulkLoader.end();
             lsmHarness.addBulkLoadedComponent(diskBTree);
         }

hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java

diff --git a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
index 832f88e..3916ac7 100644
--- a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
+++ b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/impls/LSMBTreeRangeSearchCursor.java
@@ -15,14 +15,11 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.btree.impls;
 
-import java.util.Comparator;
 import java.util.Iterator;
-import java.util.PriorityQueue;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
@@ -32,7 +29,6 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeSearchCursor;
 
 public class LSMBTreeRangeSearchCursor extends LSMTreeSearchCursor {
@@ -40,7 +36,6 @@
     private final RangePredicate reusablePred;
 
     private ISearchOperationCallback searchCallback;
-    private PriorityQueueComparator pqCmp;
     private RangePredicate predicate;
     private IIndexAccessor memBTreeAccessor;
     private ArrayTupleBuilder tupleBuilder;
@@ -51,17 +46,8 @@
         this.reusablePred = new RangePredicate(null, null, true, true, null, null);
     }
 
-    public void initPriorityQueue() throws HyracksDataException {
-        int pqInitSize = (rangeCursors.length > 0) ? rangeCursors.length : 1;
-        outputPriorityQueue = new PriorityQueue<PriorityQueueElement>(pqInitSize, pqCmp);
-        for (int i = 0; i < rangeCursors.length; i++) {
-            pushIntoPriorityQueue(new PriorityQueueElement(i));
-        }
-        checkPriorityQueue();
-    }
-
     @Override
-    public boolean hasNext() throws HyracksDataException {
+    public boolean hasNext() throws HyracksDataException, IndexException {
         checkPriorityQueue();
         PriorityQueueElement pqHead = outputPriorityQueue.peek();
         if (pqHead == null) {
@@ -154,42 +140,4 @@
         reusablePred.setHighKeyComparator(predicate.getHighKeyComparator());
         setPriorityQueueComparator();
     }
-
-    @Override
-    protected void setPriorityQueueComparator() {
-        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
-            pqCmp = new PriorityQueueComparator(cmp);
-        }
-    }
-
-    public class PriorityQueueComparator implements Comparator<PriorityQueueElement> {
-
-        private final MultiComparator cmp;
-
-        public PriorityQueueComparator(MultiComparator cmp) {
-            this.cmp = cmp;
-        }
-
-        @Override
-        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
-            int result = cmp.compare(elementA.getTuple(), elementB.getTuple());
-            if (result != 0) {
-                return result;
-            }
-            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
-                return 1;
-            } else {
-                return -1;
-            }
-        }
-
-        public MultiComparator getMultiComparator() {
-            return cmp;
-        }
-    }
-
-    @Override
-    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB) {
-        return cmp.compare(tupleA, tupleB);
-    }
 }
\ No newline at end of file

hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java

diff --git a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
index 3b535f4..fe9d383 100644
--- a/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
+++ b/hyracks-storage-am-lsm-btree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeUtils.java
@@ -30,7 +30,7 @@
 import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeCopyTupleWriterFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.tuples.LSMBTreeTupleWriterFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
@@ -38,8 +38,8 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeFileManager;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
@@ -62,12 +62,12 @@
         ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
         IFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
                 metaFrameFactory);
-        TreeFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, interiorFrameFactory, copyTupleLeafFrameFactory, cmpFactories,
                 typeTraits.length);
-        TreeFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<BTree> bulkLoadBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, interiorFrameFactory, insertLeafFrameFactory, cmpFactories, typeTraits.length);
-        ILSMFileManager fileNameManager = new LSMTreeFileManager(ioManager, diskFileMapProvider, file, diskBTreeFactory);
+        ILSMIndexFileManager fileNameManager = new LSMIndexFileManager(ioManager, diskFileMapProvider, file, diskBTreeFactory);
         LSMBTree lsmTree = new LSMBTree(memBufferCache, memFreePageManager, interiorFrameFactory,
                 insertLeafFrameFactory, deleteLeafFrameFactory, fileNameManager, diskBTreeFactory,
                 bulkLoadBTreeFactory, diskFileMapProvider, typeTraits.length, cmpFactories, flushController,

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java
index 82b702b..49e20dd 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMHarness.java
@@ -39,7 +39,7 @@
 
     public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException;
 
-    public void addBulkLoadedComponent(Object index) throws HyracksDataException;
+    public void addBulkLoadedComponent(Object index) throws HyracksDataException, IndexException;
     
     public ILSMIndex getIndex();
 

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java
index a90b64e..a775a78 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndex.java
@@ -43,7 +43,8 @@
     public void search(IIndexCursor cursor, List<Object> diskComponents, ISearchPredicate pred, IIndexOpContext ictx,
             boolean includeMemComponent, AtomicInteger searcherRefCount) throws HyracksDataException, IndexException;
 
-    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException;
+    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException,
+            IndexException;
 
     public Object merge(List<Object> mergedComponents, ILSMIOOperation operation) throws HyracksDataException,
             IndexException;

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
index b768cfd..a5ef536 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexAccessor.java
@@ -20,7 +20,6 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMMergeInProgressException;
 
 /**
  * Client handle for performing operations
@@ -33,7 +32,7 @@
     public ILSMIOOperation createFlushOperation(ILSMIOOperationCallback callback);
 
     public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException,
-            LSMMergeInProgressException;
+           IndexException;
 
     /**
      * Force a flush of the in-memory component.

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMFileManager.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
similarity index 97%
rename from hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMFileManager.java
rename to hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
index 8311a0f..2dd8146 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMFileManager.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMIndexFileManager.java
@@ -29,7 +29,7 @@
  * components produced by flush are always newer than those produced by a
  * merge).
  */
-public interface ILSMFileManager {
+public interface ILSMIndexFileManager {
     public void createDirs();
 
     public void deleteDirs();

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
index 2a1f0e7..877c6ffd 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/api/ILSMMergePolicy.java
@@ -1,8 +1,23 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.lsm.common.api;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 
 public interface ILSMMergePolicy {
-    public void diskComponentAdded(ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException;
+    public void diskComponentAdded(ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException, IndexException;
 }

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryBufferCache.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java
similarity index 83%
rename from hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryBufferCache.java
rename to hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java
index 15de7e6..c24c473 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryBufferCache.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryBufferCache.java
@@ -13,19 +13,22 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
 
 import java.nio.ByteBuffer;
 
-import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICacheMemoryAllocator;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
 import edu.uci.ics.hyracks.storage.common.file.TransientFileMapManager;
 
-public class LSMRTreeInMemoryBufferCache extends InMemoryBufferCache {
+/**
+ * In-memory buffer cache that supports two tree indexes.
+ * We assume that the tree indexes have 2 fixed pages, one at index 0 (metadata page), and one at index 1 (root page).
+ */
+public class DualIndexInMemoryBufferCache extends InMemoryBufferCache {
 
-    public LSMRTreeInMemoryBufferCache(ICacheMemoryAllocator allocator, int pageSize, int numPages) {
+    public DualIndexInMemoryBufferCache(ICacheMemoryAllocator allocator, int pageSize, int numPages) {
         super(allocator, pageSize, numPages, new TransientFileMapManager());
     }
 
@@ -33,10 +36,8 @@
     public ICachedPage pin(long dpid, boolean newPage) {
         int pageId = BufferedFileHandle.getPageId(dpid);
         int fileId = BufferedFileHandle.getFileId(dpid);
-
         if (pageId < pages.length) {
             // Common case: Return regular page.
-
             if (pageId == 0 || pageId == 1) {
                 return pages[pageId + 2 * fileId];
             } else {

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryFreePageManager.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java
similarity index 77%
rename from hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryFreePageManager.java
rename to hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java
index dd1f0ec..7a2be7f 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeInMemoryFreePageManager.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/freepage/DualIndexInMemoryFreePageManager.java
@@ -13,16 +13,19 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.common.freepage;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrame;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
 
-public class LSMRTreeInMemoryFreePageManager extends InMemoryFreePageManager {
+/**
+ * In-memory free page manager that supports two tree indexes.
+ * We assume that the tree indexes have 2 fixed pages, one at index 0 (metadata page), and one at index 1 (root page).
+ */
+public class DualIndexInMemoryFreePageManager extends InMemoryFreePageManager {
 
-    public LSMRTreeInMemoryFreePageManager(int capacity, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
+    public DualIndexInMemoryFreePageManager(int capacity, ITreeIndexMetaDataFrameFactory metaDataFrameFactory) {
         super(capacity, metaDataFrameFactory);
         // We start the currentPageId from 3, because the RTree uses
         // the first page as metadata page, and the second page as root page.
@@ -39,7 +42,7 @@
     public int getCapacity() {
         return capacity - 4;
     }
-    
+
     public void reset() {
         currentPageId.set(3);
     }

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
index a0d80c8..70f8986 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/BTreeFactory.java
@@ -23,7 +23,7 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class BTreeFactory extends TreeFactory<BTree> {
+public class BTreeFactory extends TreeIndexFactory<BTree> {
 
     public BTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
             IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
index 8140b0e..4705566 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/ConstantMergePolicy.java
@@ -1,6 +1,22 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
 package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
@@ -20,7 +36,7 @@
     }
 
     @Override
-    public void diskComponentAdded(final ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException {
+    public void diskComponentAdded(final ILSMIndex index, int totalNumDiskComponents) throws HyracksDataException, IndexException {
         if (totalNumDiskComponents >= threshold) {
             ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
                     NoOpOperationCallback.INSTANCE);

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java
new file mode 100644
index 0000000..e2254ec
--- /dev/null
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/IndexFactory.java
@@ -0,0 +1,43 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
+
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public abstract class IndexFactory<T extends IIndex> {
+
+    protected final IBufferCache bufferCache;
+    protected final IFileMapProvider fileMapProvider;
+    protected final IFreePageManagerFactory freePageManagerFactory;
+
+    public IndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IFreePageManagerFactory freePageManagerFactory) {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.freePageManagerFactory = freePageManagerFactory;
+    }
+
+    public abstract T createIndexInstance(FileReference file) throws IndexException;
+
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+}

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java
index 6e22d53..ef4bad8 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMHarness.java
@@ -106,7 +106,7 @@
 
     public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
         if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("Flushing LSM-Tree.");
+            LOGGER.info("Flushing LSM-Index: " + lsmIndex);
         }
         Object newComponent = lsmIndex.flush(operation);
 
@@ -153,8 +153,7 @@
         return diskComponentSnapshot;
     }
 
-    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws LSMMergeInProgressException,
-            HyracksDataException {
+    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException, IndexException {
         if (!isMerging.compareAndSet(false, true)) {
             throw new LSMMergeInProgressException(
                     "Merge already in progress. Only one merge process allowed at a time.");
@@ -169,7 +168,7 @@
 
     public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
         if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("Merging LSM-Tree.");
+            LOGGER.info("Merging LSM-Index: " + lsmIndex);
         }
 
         // Point to the current searcher ref count, so we can wait for it later
@@ -237,7 +236,8 @@
         searcherRefCount.decrementAndGet();
     }
 
-    public void addBulkLoadedComponent(Object index) throws HyracksDataException {
+    @Override
+    public void addBulkLoadedComponent(Object index) throws HyracksDataException, IndexException {
         // The implementation of this call must take any necessary steps to make
         // the new component permanent, and mark it as valid (usually this means
         // forcing all pages of the tree to disk, possibly with some extra

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexFileManager.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeFileManager.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexFileManager.java
similarity index 95%
rename from hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeFileManager.java
rename to hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexFileManager.java
index 4f2e1df..470c189 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeFileManager.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMIndexFileManager.java
@@ -31,10 +31,10 @@
 import edu.uci.ics.hyracks.api.io.IODeviceHandle;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class LSMTreeFileManager implements ILSMFileManager {
+public class LSMIndexFileManager implements ILSMIndexFileManager {
 
     protected static final String SPLIT_STRING = "_";
 
@@ -42,7 +42,7 @@
     // where to flush and merge
     protected final IIOManager ioManager;
     protected final IFileMapProvider fileMapProvider;
-    protected final TreeFactory<? extends ITreeIndex> treeFactory;
+    protected final TreeIndexFactory<? extends ITreeIndex> treeFactory;
 
     // baseDir should reflect dataset name and partition name.
     protected FileReference file;
@@ -60,8 +60,8 @@
         }
     };
 
-    public LSMTreeFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
-            TreeFactory<? extends ITreeIndex> treeFactory) {
+    public LSMIndexFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory) {
         this.file = file;
         this.baseDir = file.getFile().getPath();
         if (!baseDir.endsWith(System.getProperty("file.separator"))) {
@@ -154,7 +154,7 @@
     }
 
     protected void cleanupAndGetValidFilesInternal(IODeviceHandle dev, FilenameFilter filter,
-            TreeFactory<? extends ITreeIndex> treeFactory, ILSMComponentFinalizer componentFinalizer,
+            TreeIndexFactory<? extends ITreeIndex> treeFactory, ILSMComponentFinalizer componentFinalizer,
             ArrayList<ComparableFileName> allFiles) throws HyracksDataException {
         File dir = new File(dev.getPath(), baseDir);
         String[] files = dir.list(filter);

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
index 8676b27..2a986f8 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeIndexAccessor.java
@@ -84,7 +84,7 @@
 
     @Override
     public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException,
-            LSMMergeInProgressException {
+            IndexException {
         return lsmHarness.createMergeOperation(callback);
     }
 }
\ No newline at end of file

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeSearchCursor.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeSearchCursor.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeSearchCursor.java
index 5d0a420..e95bf86 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeSearchCursor.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/LSMTreeSearchCursor.java
@@ -15,12 +15,15 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.common.impls;
 
+import java.util.Comparator;
 import java.util.PriorityQueue;
 import java.util.concurrent.atomic.AtomicInteger;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMTreeTupleReference;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
@@ -28,8 +31,9 @@
 
 public abstract class LSMTreeSearchCursor implements ITreeIndexCursor {
     protected PriorityQueueElement outputElement;
-    protected ITreeIndexCursor[] rangeCursors;
+    protected IIndexCursor[] rangeCursors;
     protected PriorityQueue<PriorityQueueElement> outputPriorityQueue;
+    protected PriorityQueueComparator pqCmp;
     protected MultiComparator cmp;
     protected boolean needPush;
     protected boolean includeMemComponent;
@@ -41,12 +45,21 @@
         needPush = false;
     }
 
-    public ITreeIndexCursor getCursor(int cursorIndex) {
+    public void initPriorityQueue() throws HyracksDataException, IndexException {
+        int pqInitSize = (rangeCursors.length > 0) ? rangeCursors.length : 1;
+        outputPriorityQueue = new PriorityQueue<PriorityQueueElement>(pqInitSize, pqCmp);
+        for (int i = 0; i < rangeCursors.length; i++) {
+            pushIntoPriorityQueue(new PriorityQueueElement(i));
+        }
+        checkPriorityQueue();
+    }
+
+    public IIndexCursor getCursor(int cursorIndex) {
         return rangeCursors[cursorIndex];
     }
 
     @Override
-    public void reset() throws HyracksDataException {
+    public void reset() throws HyracksDataException, IndexException {
         outputElement = null;
         needPush = false;
 
@@ -67,7 +80,7 @@
     }
 
     @Override
-    public boolean hasNext() throws HyracksDataException {
+    public boolean hasNext() throws HyracksDataException, IndexException {
         checkPriorityQueue();
         return !outputPriorityQueue.isEmpty();
     }
@@ -76,13 +89,8 @@
     public void next() throws HyracksDataException {
         outputElement = outputPriorityQueue.poll();
         needPush = true;
-        if (outputElement == null) {
-            throw new HyracksDataException("The outputPriorityQueue is empty");
-        }
     }
 
-    protected abstract void setPriorityQueueComparator();
-
     @Override
     public ICachedPage getPage() {
         // do nothing
@@ -117,7 +125,7 @@
         return (ITupleReference) outputElement.getTuple();
     }
 
-    protected boolean pushIntoPriorityQueue(PriorityQueueElement e) throws HyracksDataException {
+    protected boolean pushIntoPriorityQueue(PriorityQueueElement e) throws HyracksDataException, IndexException {
         int cursorIndex = e.getCursorIndex();
         if (rangeCursors[cursorIndex].hasNext()) {
             rangeCursors[cursorIndex].next();
@@ -129,20 +137,20 @@
         return false;
     }
 
-    protected abstract int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB);
-
-    protected void checkPriorityQueue() throws HyracksDataException {
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        return ((ILSMTreeTupleReference) checkElement.getTuple()).isAntimatter();
+    }
+    
+    protected void checkPriorityQueue() throws HyracksDataException, IndexException {
         while (!outputPriorityQueue.isEmpty() || needPush == true) {
             if (!outputPriorityQueue.isEmpty()) {
                 PriorityQueueElement checkElement = outputPriorityQueue.peek();
                 // If there is no previous tuple or the previous tuple can be ignored
                 if (outputElement == null) {
-                    // Test the tuple is a delete tuple or not
-                    if (((ILSMTreeTupleReference) checkElement.getTuple()).isAntimatter() == true) {
-                        // If the tuple is a delete tuple then pop it and mark
-                        // it "needPush"
-                        // Cannot push at this time because the tuple may be
-                        // modified if "hasNext" is called
+                    if (isDeleted(checkElement)) {
+                        // If the key has been deleted then pop it and set needPush to true.
+                        // We cannot push immediately because the tuple may be
+                        // modified if hasNext() is called
                         outputElement = outputPriorityQueue.poll();
                         needPush = true;
                     } else {
@@ -204,4 +212,40 @@
             this.tuple = tuple;
         }
     }
+
+    public class PriorityQueueComparator implements Comparator<PriorityQueueElement> {
+
+        protected final MultiComparator cmp;
+
+        public PriorityQueueComparator(MultiComparator cmp) {
+            this.cmp = cmp;
+        }
+
+        @Override
+        public int compare(PriorityQueueElement elementA, PriorityQueueElement elementB) {
+            int result = cmp.compare(elementA.getTuple(), elementB.getTuple());
+            if (result != 0) {
+                return result;
+            }
+            if (elementA.getCursorIndex() > elementB.getCursorIndex()) {
+                return 1;
+            } else {
+                return -1;
+            }
+        }
+
+        public MultiComparator getMultiComparator() {
+            return cmp;
+        }
+    }
+
+    protected void setPriorityQueueComparator() {
+        if (pqCmp == null || cmp != pqCmp.getMultiComparator()) {
+            pqCmp = new PriorityQueueComparator(cmp);
+        }
+    }
+
+    protected int compare(MultiComparator cmp, ITupleReference tupleA, ITupleReference tupleB) {
+        return cmp.compare(tupleA, tupleB);
+    }
 }
\ No newline at end of file

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexComponentFinalizer.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexComponentFinalizer.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexComponentFinalizer.java
index c2453f3..3eac3dd 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexComponentFinalizer.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexComponentFinalizer.java
@@ -59,33 +59,44 @@
     @Override
     public void finalize(Object lsmComponent) throws HyracksDataException {
         ITreeIndex treeIndex = (ITreeIndex) lsmComponent;
+        forceFlushDirtyPages(treeIndex);
+        markAsValid(treeIndex);
+    }
+    
+    protected void forceFlushDirtyPages(ITreeIndex treeIndex) throws HyracksDataException {
         int fileId = treeIndex.getFileId();
         IBufferCache bufferCache = treeIndex.getBufferCache();
-
         // Flush all dirty pages of the tree. 
         // By default, metadata and data are flushed asynchronously in the buffercache.
         // This means that the flush issues writes to the OS, but the data may still lie in filesystem buffers.
         ITreeIndexMetaDataFrame metadataFrame = treeIndex.getFreePageManager().getMetaDataFrameFactory().createFrame();
         int startPage = 0;
         int maxPage = treeIndex.getFreePageManager().getMaxPage(metadataFrame);
-        for (int i = startPage; i <= maxPage; i++) {
-            ICachedPage page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, i));
+        forceFlushDirtyPages(bufferCache, fileId, startPage, maxPage);
+    }
 
+    protected void forceFlushDirtyPages(IBufferCache bufferCache, int fileId, int startPageId, int endPageId)
+            throws HyracksDataException {
+        for (int i = startPageId; i <= endPageId; i++) {
+            ICachedPage page = bufferCache.tryPin(BufferedFileHandle.getDiskPageId(fileId, i));
             // If tryPin returns null, it means the page is not cached, and therefore cannot be dirty.
             if (page == null) {
                 continue;
             }
-
             try {
                 bufferCache.flushDirtyPage(page);
             } finally {
                 bufferCache.unpin(page);
             }
         }
-
         // Forces all pages of given file to disk. This guarantees the data makes it to disk.
         bufferCache.force(fileId, true);
+    }
 
+    protected void markAsValid(ITreeIndex treeIndex) throws HyracksDataException {
+        int fileId = treeIndex.getFileId();
+        IBufferCache bufferCache = treeIndex.getBufferCache();
+        ITreeIndexMetaDataFrame metadataFrame = treeIndex.getFreePageManager().getMetaDataFrameFactory().createFrame();
         // Mark the component as a valid component by flushing the metadata page to disk
         int metadataPageId = treeIndex.getFreePageManager().getFirstMetadataPage();
         ICachedPage metadataPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, metadataPageId), false);

hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java

diff --git a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeFactory.java b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
similarity index 80%
rename from hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeFactory.java
rename to hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
index 7a50a3b..1ea174d 100644
--- a/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeFactory.java
+++ b/hyracks-storage-am-lsm-common/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/common/impls/TreeIndexFactory.java
@@ -23,28 +23,17 @@
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public abstract class TreeFactory<T extends ITreeIndex> {
-
-    protected final IBufferCache bufferCache;
-
-    protected final IFileMapProvider fileMapProvider;
-
-    protected final IFreePageManagerFactory freePageManagerFactory;
+public abstract class TreeIndexFactory<T extends ITreeIndex> extends IndexFactory<T> {
 
     protected final ITreeIndexFrameFactory interiorFrameFactory;
-
     protected final ITreeIndexFrameFactory leafFrameFactory;
-
     protected final IBinaryComparatorFactory[] cmpFactories;
-
     protected final int fieldCount;
 
-    public TreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+    public TreeIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
             IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,
             ITreeIndexFrameFactory leafFrameFactory, IBinaryComparatorFactory[] cmpFactories, int fieldCount) {
-        this.bufferCache = bufferCache;
-        this.fileMapProvider = fileMapProvider;
-        this.freePageManagerFactory = freePageManagerFactory;
+        super(bufferCache, fileMapProvider, freePageManagerFactory);
         this.interiorFrameFactory = interiorFrameFactory;
         this.leafFrameFactory = leafFrameFactory;
         this.cmpFactories = cmpFactories;

hyracks-storage-am-lsm-invertedindex/pom.xml

diff --git a/hyracks-storage-am-lsm-invertedindex/pom.xml b/hyracks-storage-am-lsm-invertedindex/pom.xml
new file mode 100644
index 0000000..51f10cc
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/pom.xml
@@ -0,0 +1,42 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+
+	<parent>
+		<artifactId>hyracks</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.1-SNAPSHOT</version>
+		<relativePath>..</relativePath>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.6</source>
+					<target>1.6</target>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-btree</artifactId>
+			<version>0.2.1-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-common</artifactId>
+			<version>0.2.1-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+	    </dependency>
+	</dependencies>
+</project>
\ No newline at end of file

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
new file mode 100644
index 0000000..13a4a1a
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndex.java
@@ -0,0 +1,39 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+
+public interface IInvertedIndex extends IIndex {
+    public IInvertedListCursor createInvertedListCursor();
+    
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey, IIndexOpContext ictx)
+            throws HyracksDataException, IndexException;
+    
+    public ITypeTraits[] getInvListTypeTraits();
+    
+    public IBinaryComparatorFactory[] getInvListCmpFactories();    
+    
+    public ITypeTraits[] getTokenTypeTraits();
+    
+    public IBinaryComparatorFactory[] getTokenCmpFactories();
+}
\ No newline at end of file

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
new file mode 100644
index 0000000..3fe5b57
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexAccessor.java
@@ -0,0 +1,35 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+
+public interface IInvertedIndexAccessor extends IIndexAccessor {
+    public IInvertedListCursor createInvertedListCursor();
+
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException;
+
+    public IIndexCursor createRangeSearchCursor();
+
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException;
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
similarity index 69%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
index 92770d6..d7ec129 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexFileNameMapper.java
@@ -13,10 +13,11 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
-import java.io.Serializable;
-
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+/**
+ * Maps from the dictionary BTree file/path to a corresponding inverted-lists file/path.
+ */
+public interface IInvertedIndexFileNameMapper {
+    public String getInvListsFilePath(String dictBTreeFilePath);
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
similarity index 88%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
index 042042f..a48b9a6 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexOperatorDescriptor.java
@@ -13,13 +13,13 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.dataflow.std.file.IFileSplitProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.ITreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public interface IInvertedIndexOperatorDescriptor extends ITreeIndexOperatorDescriptor {
     public IBinaryComparatorFactory[] getInvListsComparatorFactories();

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
similarity index 74%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
index bd96f67..619937f 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifier.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifier.java
@@ -13,12 +13,11 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
-import java.util.List;
 
 public interface IInvertedIndexSearchModifier {
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors);
+    public int getOccurrenceThreshold(int numQueryTokens);
 
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors);
+    public int getNumPrefixLists(int numQueryTokens);
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
similarity index 92%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
index 92770d6..180f491 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearchModifierFactory.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
 import java.io.Serializable;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
similarity index 74%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
index d633c34..1d3b4ef 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearcher.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedIndexSearcher.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
 import java.nio.ByteBuffer;
 import java.util.List;
@@ -21,12 +21,13 @@
 import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
 
 public interface IInvertedIndexSearcher {
-    public void search(InvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred)
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred, IIndexOpContext ictx)
             throws HyracksDataException, IndexException;
 
     public IFrameTupleAccessor createResultFrameTupleAccessor();

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
similarity index 89%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
index aaaef56..dcb5fdd 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedListBuilder.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilder.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
similarity index 65%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
index 92770d6..9cde18b 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListBuilderFactory.java
@@ -1,5 +1,5 @@
 /*
- * Copyright 2009-2010 by The Regents of the University of California
+ * Copyright 2009-2012 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
  * you may obtain a copy of the License from
@@ -13,10 +13,8 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
 
-import java.io.Serializable;
-
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+public interface IInvertedListBuilderFactory {
+    public IInvertedListBuilder create();
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
new file mode 100644
index 0000000..c62cc57
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/api/IInvertedListCursor.java
@@ -0,0 +1,54 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public interface IInvertedListCursor extends Comparable<IInvertedListCursor> {
+    public void reset(int startPageId, int endPageId, int startOff, int numElements);
+
+    public void pinPages() throws HyracksDataException, IndexException;
+
+    public void unpinPages() throws HyracksDataException;
+
+    public boolean hasNext() throws HyracksDataException, IndexException;
+
+    public void next() throws HyracksDataException;
+
+    public ITupleReference getTuple();
+
+    // getters
+    public int size();
+
+    public int getStartPageId();
+
+    public int getEndPageId();
+
+    public int getStartOff();
+
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException, IndexException;
+
+    // for debugging
+    @SuppressWarnings("rawtypes")
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException;
+
+    @SuppressWarnings("rawtypes")
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException;
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
similarity index 95%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
index e241a66..49f58b7 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/AbstractInvertedIndexOperatorDescriptor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
@@ -25,8 +25,8 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ITupleFilterFactory;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public abstract class AbstractInvertedIndexOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
similarity index 93%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
index a146479..4706eed 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorDescriptor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
@@ -22,7 +22,7 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.job.IOperatorDescriptorRegistry;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractSingleActivityOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 
 public class BinaryTokenizerOperatorDescriptor extends AbstractSingleActivityOperatorDescriptor {
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
similarity index 95%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
index d00bea6..8f2b155 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/BinaryTokenizerOperatorNodePushable.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import java.io.DataOutput;
 import java.io.IOException;
@@ -27,8 +27,8 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
 import edu.uci.ics.hyracks.dataflow.common.comm.util.FrameUtils;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 
 public class BinaryTokenizerOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
similarity index 94%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
index 3f7ce63..616b0e5 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorDescriptor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
@@ -25,7 +25,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public class InvertedIndexBulkLoadOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
similarity index 82%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
index 4a3512c..856749a 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexBulkLoadOperatorNodePushable.java
@@ -12,7 +12,7 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import java.nio.ByteBuffer;
 
@@ -24,15 +24,17 @@
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputSinkOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
 
 public class InvertedIndexBulkLoadOperatorNodePushable extends AbstractUnaryInputSinkOperatorNodePushable {
     private final AbstractInvertedIndexOperatorDescriptor opDesc;
     private final IHyracksTaskContext ctx;
+    private final IIndexLifecycleManager lcManager;
     private final InvertedIndexDataflowHelper invIndexDataflowHelper;
-    private InvertedIndex invIndex;
+    private OnDiskInvertedIndex invIndex;
     private IIndexBulkLoader bulkLoader;
 
     private FrameTupleAccessor accessor;
@@ -44,6 +46,7 @@
             IHyracksTaskContext ctx, int partition, int[] fieldPermutation, IRecordDescriptorProvider recordDescProvider) {
         this.opDesc = opDesc;
         this.ctx = ctx;
+        this.lcManager = opDesc.getLifecycleManagerProvider().getLifecycleManager(ctx);
         this.invIndexDataflowHelper = new InvertedIndexDataflowHelper(opDesc, ctx, partition);
         this.recordDescProvider = recordDescProvider;
         tuple.setFieldPermutation(fieldPermutation);
@@ -54,12 +57,11 @@
         RecordDescriptor recDesc = recordDescProvider.getInputRecordDescriptor(opDesc.getActivityId(), 0);
         accessor = new FrameTupleAccessor(ctx.getFrameSize(), recDesc);
 
-        invIndexDataflowHelper.open();
-        invIndex = (InvertedIndex) invIndexDataflowHelper.getIndexInstance();
+        invIndex = (OnDiskInvertedIndex) lcManager.open(invIndexDataflowHelper);
         try {
             bulkLoader = invIndex.createBulkLoader(BTree.DEFAULT_FILL_FACTOR, false);
-        } catch (Exception e) {
-            invIndexDataflowHelper.close();
+        } catch (IndexException e) {
+            lcManager.close(invIndexDataflowHelper);
             throw new HyracksDataException(e);
         }
     }
@@ -85,7 +87,7 @@
         } catch (IndexException e) {
             throw new HyracksDataException(e);
         } finally {
-            invIndexDataflowHelper.close();
+            lcManager.close(invIndexDataflowHelper);
         }
     }
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
similarity index 94%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
index c7f4886..c81806d 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorDescriptor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
@@ -25,7 +25,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public class InvertedIndexCreateOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
similarity index 84%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
index c49794a..599e85c 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexCreateOperatorNodePushable.java
@@ -12,19 +12,22 @@
  * See the License for the specific language governing permissions and
  * limitations under the License.
  */
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.comm.IFrameWriter;
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractOperatorNodePushable;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
 
 public class InvertedIndexCreateOperatorNodePushable extends AbstractOperatorNodePushable {
+    private final IIndexLifecycleManager lcManager;
     private final InvertedIndexDataflowHelper invIndexDataflowHelper;
 
     public InvertedIndexCreateOperatorNodePushable(AbstractInvertedIndexOperatorDescriptor opDesc,
             IHyracksTaskContext ctx, int partition) {
+        this.lcManager = opDesc.getLifecycleManagerProvider().getLifecycleManager(ctx);
         this.invIndexDataflowHelper = new InvertedIndexDataflowHelper(opDesc, ctx, partition);
     }
 
@@ -44,7 +47,7 @@
 
     @Override
     public void initialize() throws HyracksDataException {
-        invIndexDataflowHelper.create();
+        lcManager.create(invIndexDataflowHelper);
     }
 
     @Override

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelper.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelper.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelper.java
new file mode 100644
index 0000000..bca30fc
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelper.java
@@ -0,0 +1,52 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+
+public final class InvertedIndexDataflowHelper extends IndexDataflowHelper {
+
+    public InvertedIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx, int partition) {
+        super(opDesc, ctx, partition);
+    }
+
+    @Override
+    public IIndex getIndexInstance() throws HyracksDataException {
+        IInvertedIndexOperatorDescriptor invIndexOpDesc = (IInvertedIndexOperatorDescriptor) opDesc;
+        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(
+                invIndexOpDesc.getInvListsTypeTraits());
+        FileReference btreeFile = new FileReference(new File(file.getFile().getPath() + "_btree"));
+        try {
+            return new OnDiskInvertedIndex(opDesc.getStorageManager().getBufferCache(ctx), opDesc.getStorageManager()
+                    .getFileMapProvider(ctx), invListBuilder, invIndexOpDesc.getInvListsTypeTraits(),
+                    invIndexOpDesc.getInvListsComparatorFactories(), invIndexOpDesc.getTreeIndexTypeTraits(),
+                    invIndexOpDesc.getTreeIndexComparatorFactories(), btreeFile, file);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+}
\ No newline at end of file

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java
new file mode 100644
index 0000000..814ff4a
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexDataflowHelperFactory.java
@@ -0,0 +1,33 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexOperatorDescriptor;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IndexDataflowHelper;
+
+public class InvertedIndexDataflowHelperFactory implements IIndexDataflowHelperFactory {
+
+    private static final long serialVersionUID = 1L;
+
+    @Override
+    public IndexDataflowHelper createIndexDataflowHelper(IIndexOperatorDescriptor opDesc, IHyracksTaskContext ctx,
+            int partition) {
+        return new InvertedIndexDataflowHelper(opDesc, ctx, partition);
+    }
+
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
similarity index 90%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
index 32775f9..5738cab 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorDescriptor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.dataflow.IOperatorNodePushable;
@@ -27,9 +27,9 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManagerProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndexDataflowHelperFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
 import edu.uci.ics.hyracks.storage.common.IStorageManagerInterface;
 
 public class InvertedIndexSearchOperatorDescriptor extends AbstractInvertedIndexOperatorDescriptor {

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
similarity index 87%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
index b2aef1d..008c1ea 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/dataflow/InvertedIndexSearchOperatorNodePushable.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.dataflow;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.dataflow;
 
 import java.io.DataOutput;
 import java.nio.ByteBuffer;
@@ -31,21 +31,23 @@
 import edu.uci.ics.hyracks.dataflow.std.base.AbstractUnaryInputUnaryOutputOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexLifecycleManager;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
 
 public class InvertedIndexSearchOperatorNodePushable extends AbstractUnaryInputUnaryOutputOperatorNodePushable {
     private final AbstractInvertedIndexOperatorDescriptor opDesc;
     private final IHyracksTaskContext ctx;
+    private final IIndexLifecycleManager lcManager;
     private final InvertedIndexDataflowHelper invIndexDataflowHelper;
     private final int queryField;
     private FrameTupleAccessor accessor;
     private FrameTupleReference tuple;
     private IRecordDescriptorProvider recordDescProvider;
-    private InvertedIndex invIndex;
+    private OnDiskInvertedIndex invIndex;
 
     private final InvertedIndexSearchPredicate searchPred;
     private IIndexAccessor indexAccessor;
@@ -63,6 +65,7 @@
             IRecordDescriptorProvider recordDescProvider) {
         this.opDesc = opDesc;
         this.ctx = ctx;
+        this.lcManager = opDesc.getLifecycleManagerProvider().getLifecycleManager(ctx);
         this.invIndexDataflowHelper = new InvertedIndexDataflowHelper(opDesc, ctx, partition);
         this.queryField = queryField;
         this.searchPred = new InvertedIndexSearchPredicate(opDesc.getTokenizerFactory().createTokenizer(),
@@ -77,8 +80,7 @@
         accessor = new FrameTupleAccessor(ctx.getFrameSize(), inputRecDesc);
         tuple = new FrameTupleReference();
 
-        invIndexDataflowHelper.open();
-        invIndex = (InvertedIndex) invIndexDataflowHelper.getIndexInstance();
+        invIndex = (OnDiskInvertedIndex) lcManager.open(invIndexDataflowHelper);
         try {
             writeBuffer = ctx.allocateFrame();
             tb = new ArrayTupleBuilder(recordDesc.getFieldCount());
@@ -90,7 +92,7 @@
             resultCursor = indexAccessor.createSearchCursor();
             writer.open();
         } catch (HyracksDataException e) {
-            invIndexDataflowHelper.close();
+            lcManager.close(invIndexDataflowHelper);
             throw e;
         }
     }
@@ -157,7 +159,7 @@
             }
             writer.close();
         } finally {
-            invIndexDataflowHelper.close();
+            lcManager.close(invIndexDataflowHelper);
         }
     }
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
similarity index 84%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
index 9762a74..cc7ff87 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/InvertedIndexException.java
@@ -13,13 +13,17 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions;
 
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 
 public class InvertedIndexException extends IndexException {
     private static final long serialVersionUID = 1L;
 
+    public InvertedIndexException(Exception e) {        
+        super(e);
+    }
+    
     public InvertedIndexException(String msg) {
         super(msg);
     }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
similarity index 91%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
index b0e737c..bedaa60 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/OccurrenceThresholdPanicException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/exceptions/OccurrenceThresholdPanicException.java
@@ -13,7 +13,9 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions;
+
+
 
 public class OccurrenceThresholdPanicException extends InvertedIndexException {
     private static final long serialVersionUID = 1L;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
new file mode 100644
index 0000000..f6a7002
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndex.java
@@ -0,0 +1,700 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.util.ArrayList;
+import java.util.LinkedList;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager.LSMInvertedIndexFileNameComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexUtils;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMInvertedIndex implements ILSMIndex, IInvertedIndex {
+	public class LSMInvertedIndexComponent {
+        private final IInvertedIndex invIndex;
+        private final BTree deletedKeysBTree;
+
+        LSMInvertedIndexComponent(IInvertedIndex invIndex, BTree deletedKeysBTree) {
+            this.invIndex = invIndex;
+            this.deletedKeysBTree = deletedKeysBTree;
+        }
+
+        public IInvertedIndex getInvIndex() {
+            return invIndex;
+        }
+
+        public BTree getDeletedKeysBTree() {
+            return deletedKeysBTree;
+        }
+    }
+	
+    protected final LSMHarness lsmHarness;
+    
+    // In-memory components.
+    protected final LSMInvertedIndexComponent memComponent;
+    protected final IBufferCache memBufferCache;
+    protected final InMemoryFreePageManager memFreePageManager;
+    protected final IBinaryTokenizerFactory tokenizerFactory;
+    protected FileReference memDeleteKeysBTreeFile = new FileReference(new File("membtree"));
+    
+    // On-disk components.
+    protected final ILSMIndexFileManager fileManager;
+    // For creating inverted indexes in flush and merge.
+    protected final OnDiskInvertedIndexFactory diskInvIndexFactory;
+    // For creating deleted-keys BTrees in flush and merge.
+    protected final BTreeFactory deletedKeysBTreeFactory;
+    protected final IBufferCache diskBufferCache;
+    protected final IFileMapProvider diskFileMapProvider;
+    // List of LSMInvertedIndexComponent instances. Using Object for better sharing via
+    // ILSMIndex + LSMHarness.
+    protected final LinkedList<Object> diskComponents = new LinkedList<Object>();
+    // Helps to guarantees physical consistency of LSM components.
+    protected final ILSMComponentFinalizer componentFinalizer;
+    
+    // Type traits and comparators for tokens and inverted-list elements.
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    
+    private boolean isActivated = false;
+
+    public LSMInvertedIndex(IBufferCache memBufferCache, InMemoryFreePageManager memFreePageManager,
+            OnDiskInvertedIndexFactory diskInvIndexFactory, BTreeFactory deletedKeysBTreeFactory, ILSMIndexFileManager fileManager,
+            IFileMapProvider diskFileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory,
+            ILSMFlushController flushController, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler) throws IndexException {
+        InMemoryInvertedIndex memInvIndex = InvertedIndexUtils.createInMemoryBTreeInvertedindex(memBufferCache,
+                memFreePageManager, invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories,
+                tokenizerFactory);
+        BTree deleteKeysBTree = BTreeUtils.createBTree(memBufferCache, memFreePageManager,
+                ((InMemoryBufferCache) memBufferCache).getFileMapProvider(), invListTypeTraits, invListCmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, memDeleteKeysBTreeFile);
+        memComponent = new LSMInvertedIndexComponent(memInvIndex, deleteKeysBTree);
+        this.memBufferCache = memBufferCache;
+        this.memFreePageManager = memFreePageManager;
+        this.tokenizerFactory = tokenizerFactory;
+        this.fileManager = fileManager;
+        this.diskInvIndexFactory = diskInvIndexFactory;
+        this.deletedKeysBTreeFactory = deletedKeysBTreeFactory;
+        this.diskBufferCache = diskInvIndexFactory.getBufferCache();
+        this.diskFileMapProvider = diskFileMapProvider;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.lsmHarness = new LSMHarness(this, flushController, mergePolicy, opTracker, ioScheduler);
+        this.componentFinalizer = new LSMInvertedIndexComponentFinalizer(diskFileMapProvider);
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to create the index since it is activated.");
+        }
+
+        fileManager.deleteDirs();
+        fileManager.createDirs();
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isActivated) {
+            return;
+        }
+        try {
+            ((InMemoryBufferCache) memComponent.getInvIndex().getBufferCache()).open();
+            memComponent.getInvIndex().create();
+            memComponent.getInvIndex().activate();
+            memComponent.getDeletedKeysBTree().create();
+            memComponent.getDeletedKeysBTree().activate();
+            List<Object> validFileNames = fileManager.cleanupAndGetValidFiles(componentFinalizer);
+            for (Object o : validFileNames) {
+                LSMInvertedIndexFileNameComponent component = (LSMInvertedIndexFileNameComponent) o;
+                FileReference dictBTreeFile = new FileReference(new File(component.getDictBTreeFileName()));
+                FileReference deletedKeysBTreeFile = new FileReference(
+                        new File(component.getDeletedKeysBTreeFileName()));
+                IInvertedIndex invIndex = createDiskInvIndex(diskInvIndexFactory, dictBTreeFile, false);
+                BTree deletedKeysBTree = (BTree) createDiskTree(deletedKeysBTreeFactory, deletedKeysBTreeFile, false);
+                LSMInvertedIndexComponent diskComponent = new LSMInvertedIndexComponent(invIndex, deletedKeysBTree);
+                diskComponents.add(diskComponent);
+            }
+            isActivated = true;
+            // TODO: Maybe we can make activate throw an index exception?
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+    }
+
+    protected IInvertedIndex createDiskInvIndex(OnDiskInvertedIndexFactory invIndexFactory, FileReference dictBTreeFileRef, boolean create) throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = invIndexFactory.createIndexInstance(dictBTreeFileRef);
+        if (create) {
+            invIndex.create();
+        }
+        // Will be closed during cleanup of merge().
+        invIndex.activate();
+        return invIndex;
+    }
+    
+    protected ITreeIndex createDiskTree(BTreeFactory btreeFactory, FileReference btreeFileRef, boolean create) throws HyracksDataException, IndexException {
+        ITreeIndex btree = btreeFactory.createIndexInstance(btreeFileRef);
+        if (create) {
+            btree.create();
+        }
+        // Will be closed during cleanup of merge().
+        btree.activate();
+        return btree;
+    }
+    
+    @Override
+    public void clear() throws HyracksDataException {
+        if (!isActivated) {
+            throw new HyracksDataException("Failed to clear the index since it is not activated.");
+        }
+        resetInMemoryComponent();
+        for (Object o : diskComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+        }
+        diskComponents.clear();
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isActivated) {
+            return;
+        }
+
+        isActivated = false;
+
+        BlockingIOOperationCallback blockingCallBack = new BlockingIOOperationCallback();
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        lsmHarness.getIOScheduler().scheduleOperation(accessor.createFlushOperation(blockingCallBack));
+        try {
+            blockingCallBack.waitForIO();
+        } catch (InterruptedException e) {
+            throw new HyracksDataException(e);
+        }
+
+        for (Object o : diskComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            component.getInvIndex().deactivate();
+            component.getDeletedKeysBTree().deactivate();
+        }
+        memComponent.getInvIndex().deactivate();
+        memComponent.getDeletedKeysBTree().deactivate();
+        memComponent.getInvIndex().destroy();
+        memComponent.getDeletedKeysBTree().destroy();
+        ((InMemoryBufferCache) memComponent.getInvIndex().getBufferCache()).close();
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isActivated) {
+            throw new HyracksDataException("Failed to destroy the index since it is activated.");
+        }
+
+        memComponent.getInvIndex().destroy();
+        memComponent.getDeletedKeysBTree().destroy();        
+        for (Object o : diskComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            component.getInvIndex().destroy();
+            component.getDeletedKeysBTree().destroy();
+        }
+        fileManager.deleteDirs();
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        memComponent.getInvIndex().validate();
+        memComponent.getDeletedKeysBTree().validate();
+        for (Object o : diskComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            component.getInvIndex().validate();
+            component.getDeletedKeysBTree().validate();
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        // TODO: Ignore opcallbacks for now.
+        return new LSMInvertedIndexAccessor(this, lsmHarness, fileManager, createOpContext());
+    }
+    
+    private LSMInvertedIndexOpContext createOpContext() {
+        return new LSMInvertedIndexOpContext(memComponent.getInvIndex(), memComponent.getDeletedKeysBTree());
+    }
+    
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput) throws IndexException {
+        return new LSMInvertedIndexBulkLoader(fillFactor, verifyInput);
+    }
+        
+    /**
+     * The keys in the in-memory deleted-keys BTree only refers to on-disk components.
+     * We delete documents from the in-memory inverted index by deleting its entries directly,
+     * and do NOT add the deleted key to the deleted-keys BTree.
+     * Otherwise, inserts would have to remove keys from the in-memory deleted-keys BTree which 
+     * may cause incorrect behavior in the following pathological case:
+     * Insert doc 1, flush, delete doc 1, insert doc 1
+     * After the sequence above doc 1 will now appear twice because the delete of the on-disk doc 1 has been lost.
+     * Insert:
+     * - Insert document into in-memory inverted index.
+     * Delete:
+     * - Delete document from in-memory inverted index (ignore if it does not exist).
+     * - Insert key into deleted-keys BTree.
+     */
+    @Override
+    public boolean insertUpdateOrDelete(ITupleReference tuple, IIndexOpContext ictx) throws HyracksDataException,
+            IndexException {
+        LSMInvertedIndexOpContext ctx = (LSMInvertedIndexOpContext) ictx;
+        switch (ctx.getIndexOp()) {
+            case INSERT: {
+                // Insert into the in-memory inverted index.
+                ctx.memInvIndexAccessor.insert(tuple);
+                break;
+            }
+            case DELETE: {
+                // First remove all entries in the in-memory inverted index (if any).
+                ctx.memInvIndexAccessor.delete(tuple);
+                // Insert key into the deleted-keys BTree.
+                ctx.keysOnlyTuple.reset(tuple);
+                try {
+                    ctx.deletedKeysBTreeAccessor.insert(ctx.keysOnlyTuple);
+                } catch (BTreeDuplicateKeyException e) {
+                    // Key has already been deleted.
+                }
+                break;
+            }
+            case PHYSICALDELETE: {
+                // TODO: Think about whether we actually need this, since this is a secondary index.
+                ctx.memInvIndexAccessor.delete(tuple);
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Operation " + ctx.getIndexOp() + " not supported.");
+            }
+        }
+        return true;
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, List<Object> diskComponents, ISearchPredicate pred, IIndexOpContext ictx,
+            boolean includeMemComponent, AtomicInteger searcherRefCount) throws HyracksDataException, IndexException {
+        int numComponents = (includeMemComponent) ? diskComponents.size() : diskComponents.size() + 1;
+        ArrayList<IIndexAccessor> indexAccessors = new ArrayList<IIndexAccessor>(numComponents);
+        ArrayList<IIndexAccessor> deletedKeysBTreeAccessors = new ArrayList<IIndexAccessor>(numComponents);
+        if (includeMemComponent) {
+            IIndexAccessor invIndexAccessor = memComponent.getInvIndex().createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            indexAccessors.add(invIndexAccessor);
+            IIndexAccessor deletedKeysAccessor = memComponent.getDeletedKeysBTree().createAccessor(
+                    NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+        }
+        for (int i = 0; i < diskComponents.size(); i++) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) diskComponents.get(i);
+            IIndexAccessor invIndexAccessor = component.getInvIndex().createAccessor(NoOpOperationCallback.INSTANCE,
+                    NoOpOperationCallback.INSTANCE);
+            indexAccessors.add(invIndexAccessor);
+            IIndexAccessor deletedKeysAccessor = component.getDeletedKeysBTree().createAccessor(
+                    NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+            deletedKeysBTreeAccessors.add(deletedKeysAccessor);
+        }
+        ICursorInitialState initState = createCursorInitialState(pred, ictx, includeMemComponent, searcherRefCount,
+                indexAccessors, deletedKeysBTreeAccessors);
+        cursor.open(initState, pred);
+    }
+
+    private ICursorInitialState createCursorInitialState(ISearchPredicate pred, IIndexOpContext ictx,
+            boolean includeMemComponent, AtomicInteger searcherRefCount, ArrayList<IIndexAccessor> indexAccessors,
+            ArrayList<IIndexAccessor> deletedKeysBTreeAccessors) {
+        ICursorInitialState initState = null;
+        PermutingTupleReference keysOnlyTuple = createKeysOnlyTupleReference();
+        MultiComparator keyCmp = MultiComparator.create(invListCmpFactories);
+        // TODO: This check is not pretty, but it does the job. Come up with something more OO in the future.
+        // Distinguish between regular searches and range searches (mostly used in merges).
+        if (pred instanceof InvertedIndexSearchPredicate) {
+            initState = new LSMInvertedIndexSearchCursorInitialState(keyCmp, keysOnlyTuple, indexAccessors,
+                    deletedKeysBTreeAccessors, ictx, includeMemComponent, searcherRefCount, lsmHarness);
+        } else {
+            InMemoryInvertedIndex memInvIndex = (InMemoryInvertedIndex) memComponent.getInvIndex();
+            MultiComparator tokensAndKeysCmp = MultiComparator.create(memInvIndex.getBTree().getComparatorFactories());
+            initState = new LSMInvertedIndexRangeSearchCursorInitialState(tokensAndKeysCmp, keyCmp, keysOnlyTuple,
+                    includeMemComponent, searcherRefCount, lsmHarness, indexAccessors, deletedKeysBTreeAccessors, pred);
+        }
+        return initState;
+    }
+    
+    /**
+     * Returns a permuting tuple reference that projects away the document field(s) of a tuple, only leaving the key fields.
+     */
+    private PermutingTupleReference createKeysOnlyTupleReference() {
+        // Project away token fields.
+        int[] keyFieldPermutation = new int[invListTypeTraits.length];
+        int numTokenFields = tokenTypeTraits.length;
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            keyFieldPermutation[i] = numTokenFields + i;
+        }
+        return new PermutingTupleReference(keyFieldPermutation);
+    }
+    
+    @Override
+    public Object merge(List<Object> mergedComponents, ILSMIOOperation operation) throws HyracksDataException,
+            IndexException {
+        LSMInvertedIndexMergeOperation mergeOp = (LSMInvertedIndexMergeOperation) operation;
+
+        // Create an inverted index instance.
+        IInvertedIndex mergedDiskInvertedIndex = createDiskInvIndex(diskInvIndexFactory,
+                mergeOp.getDictBTreeMergeTarget(), true);
+        IIndexCursor cursor = mergeOp.getCursor();
+        IIndexBulkLoader invIndexBulkLoader = mergedDiskInvertedIndex.createBulkLoader(1.0f, true);
+        try {
+            while (cursor.hasNext()) {
+                cursor.next();
+                ITupleReference tuple = cursor.getTuple();
+                invIndexBulkLoader.add(tuple);
+            }
+        } finally {
+            cursor.close();
+        }
+        invIndexBulkLoader.end();
+
+        // Create an empty deleted keys BTree (do nothing with the returned index).
+        BTree deletedKeysBTree = (BTree) createDiskTree(deletedKeysBTreeFactory,
+                mergeOp.getDeletedKeysBTreeMergeTarget(), true);
+
+        // Add the merged components for cleanup.
+        mergedComponents.addAll(mergeOp.getMergingComponents());
+        
+        return new LSMInvertedIndexComponent(mergedDiskInvertedIndex, deletedKeysBTree);
+    }
+    
+    @Override
+    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException,
+            IndexException {
+        LSMInvertedIndexOpContext ctx = createOpContext();
+        ctx.reset(IndexOp.SEARCH);
+        IIndexCursor cursor = new LSMInvertedIndexRangeSearchCursor();
+        RangePredicate mergePred = new RangePredicate(null, null, true, true, null, null);
+
+        // Scan diskInvertedIndexes ignoring the memoryInvertedIndex.
+        List<Object> mergingComponents = lsmHarness.search(cursor, mergePred, ctx, false);
+        if (mergingComponents.size() <= 1) {
+            cursor.close();
+            return null;
+        }
+
+        LSMInvertedIndexComponent firstComponent = (LSMInvertedIndexComponent) mergingComponents.get(0);
+        OnDiskInvertedIndex firstInvIndex = (OnDiskInvertedIndex) firstComponent.getInvIndex();
+        String firstFileName = firstInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMInvertedIndexComponent lastComponent = (LSMInvertedIndexComponent) mergingComponents.get(mergingComponents
+                .size() - 1);
+        OnDiskInvertedIndex lastInvIndex = (OnDiskInvertedIndex) lastComponent.getInvIndex();
+        String lastFileName = lastInvIndex.getBTree().getFileReference().getFile().getName();
+
+        LSMInvertedIndexFileNameComponent fileNameComponent = (LSMInvertedIndexFileNameComponent) fileManager
+                .getRelMergeFileName(firstFileName, lastFileName);
+        FileReference dictBTreeFileRef = fileManager.createMergeFile(fileNameComponent.getDictBTreeFileName());
+        FileReference deletedKeysBTreeFileRef = fileManager.createMergeFile(fileNameComponent
+                .getDeletedKeysBTreeFileName());
+
+        LSMInvertedIndexMergeOperation mergeOp = new LSMInvertedIndexMergeOperation(this, mergingComponents, cursor,
+                dictBTreeFileRef, deletedKeysBTreeFileRef, callback);
+
+        return mergeOp;
+    }
+    
+    @Override
+    public void addMergedComponent(Object newComponent, List<Object> mergedComponents) {
+        diskComponents.removeAll(mergedComponents);
+        diskComponents.addLast(newComponent);
+    }
+
+    @Override
+    public void cleanUpAfterMerge(List<Object> mergedComponents) throws HyracksDataException {
+        for (Object o : mergedComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            BTree oldDeletedKeysBTree = component.getDeletedKeysBTree();
+            oldDeletedKeysBTree.deactivate();
+            oldDeletedKeysBTree.destroy();
+            IInvertedIndex oldInvIndex = component.getInvIndex();
+            oldInvIndex.deactivate();
+            oldInvIndex.destroy();
+        }
+    }
+
+    @Override
+    public Object flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        LSMInvertedIndexFlushOperation flushOp = (LSMInvertedIndexFlushOperation) operation;
+
+        // Create an inverted index instance to be bulk loaded.
+        IInvertedIndex diskInvertedIndex = createDiskInvIndex(diskInvIndexFactory, flushOp.getDictBTreeFlushTarget(),
+                true);
+
+        // Create a scan cursor on the BTree underlying the in-memory inverted index.
+        InMemoryInvertedIndexAccessor memInvIndexAccessor = (InMemoryInvertedIndexAccessor) memComponent.getInvIndex()
+                .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        BTreeAccessor memBTreeAccessor = memInvIndexAccessor.getBTreeAccessor();
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, null, null);
+        IIndexCursor scanCursor = memBTreeAccessor.createSearchCursor();
+        memBTreeAccessor.search(scanCursor, nullPred);
+
+        // Bulk load the disk inverted index from the in-memory inverted index.
+        IIndexBulkLoader invIndexBulkLoader = diskInvertedIndex.createBulkLoader(1.0f, false);
+        try {
+            while (scanCursor.hasNext()) {
+                scanCursor.next();
+                invIndexBulkLoader.add(scanCursor.getTuple());
+            }
+        } finally {
+            scanCursor.close();
+        }
+        invIndexBulkLoader.end();
+
+        // Create an BTree instance for the deleted keys.
+        BTree diskDeletedKeysBTree = (BTree) createDiskTree(deletedKeysBTreeFactory,
+                flushOp.getDeletedKeysBTreeFlushTarget(), true);
+
+        // Create a scan cursor on the deleted keys BTree underlying the in-memory inverted index.
+        IIndexAccessor deletedKeysBTreeAccessor = memComponent.getDeletedKeysBTree()
+                .createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor deletedKeysScanCursor = deletedKeysBTreeAccessor.createSearchCursor();
+        deletedKeysBTreeAccessor.search(deletedKeysScanCursor, nullPred);
+
+        // Bulk load the deleted-keys BTree.
+        IIndexBulkLoader deletedKeysBTreeBulkLoader = diskDeletedKeysBTree.createBulkLoader(1.0f, false);
+        try {
+            while (deletedKeysScanCursor.hasNext()) {
+                deletedKeysScanCursor.next();
+                deletedKeysBTreeBulkLoader.add(deletedKeysScanCursor.getTuple());
+            }
+        } finally {
+            deletedKeysScanCursor.close();
+        }
+        deletedKeysBTreeBulkLoader.end();
+
+        return new LSMInvertedIndexComponent(diskInvertedIndex, diskDeletedKeysBTree);
+    }
+
+    @Override
+    public void addFlushedComponent(Object index) {
+        diskComponents.addFirst(index);
+    }
+
+    public class LSMInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final IInvertedIndex invIndex;
+        private final BTree deletedKeysBTree;
+        private final IIndexBulkLoader invIndexBulkLoader;
+
+        public LSMInvertedIndexBulkLoader(float fillFactor, boolean verifyInput) throws IndexException {
+            // Note that by using a flush target file name, we state that the
+            // new bulk loaded tree is "newer" than any other merged tree.
+            try {
+                LSMInvertedIndexFileNameComponent fileNameComponent = (LSMInvertedIndexFileNameComponent) fileManager
+                        .getRelFlushFileName();
+                FileReference dictBTreeFileRef = fileManager.createFlushFile(fileNameComponent.getDictBTreeFileName());
+                invIndex = createDiskInvIndex(diskInvIndexFactory, dictBTreeFileRef, true);
+                // Create an empty deleted-keys BTree.
+                FileReference deletedKeysBTreeFile = fileManager.createFlushFile(fileNameComponent
+                        .getDeletedKeysBTreeFileName());
+                deletedKeysBTree = (BTree) createDiskTree(deletedKeysBTreeFactory, deletedKeysBTreeFile, true);
+            } catch (HyracksDataException e) {
+                throw new TreeIndexException(e);
+            }
+            invIndexBulkLoader = invIndex.createBulkLoader(fillFactor, verifyInput);
+        }
+
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            try {
+                invIndexBulkLoader.add(tuple);
+            } catch (IndexException e) {
+                handleException();
+                throw e;
+            } catch (HyracksDataException e) {
+                handleException();
+                throw e;
+            } catch (RuntimeException e) {
+                handleException();
+                throw e;
+            }
+        }
+
+        protected void handleException() throws HyracksDataException {
+            invIndex.deactivate();
+            invIndex.destroy();
+            deletedKeysBTree.deactivate();
+            deletedKeysBTree.destroy();
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            invIndexBulkLoader.end();
+            LSMInvertedIndexComponent diskComponent = new LSMInvertedIndexComponent(invIndex, deletedKeysBTree);
+            lsmHarness.addBulkLoadedComponent(diskComponent);
+        }
+    }
+    
+    @Override
+    public void resetInMemoryComponent() throws HyracksDataException {
+        memFreePageManager.reset();
+        memComponent.getInvIndex().clear();
+        memComponent.getDeletedKeysBTree().clear();
+    }
+
+    @Override
+    public long getInMemorySize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) memComponent.getInvIndex().getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+    
+    @Override
+    public InMemoryFreePageManager getInMemoryFreePageManager() {
+        return memFreePageManager;
+    }
+    
+    @Override
+    public List<Object> getDiskComponents() {
+        return diskComponents;
+    }
+
+    @Override
+    public ILSMComponentFinalizer getComponentFinalizer() {
+        return componentFinalizer;
+    }
+    
+    @Override
+    public ILSMFlushController getFlushController() {
+        return lsmHarness.getFlushController();
+    }
+
+    @Override
+    public ILSMOperationTracker getOperationTracker() {
+        return lsmHarness.getOperationTracker();
+    }
+
+    @Override
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return lsmHarness.getIOScheduler();
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return diskBufferCache;
+    }
+
+    @Override
+    public IndexType getIndexType() {
+        return IndexType.INVERTED;
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey, IIndexOpContext ictx)
+            throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+    
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
new file mode 100644
index 0000000..6046943
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexAccessor.java
@@ -0,0 +1,135 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager.LSMInvertedIndexFileNameComponent;
+
+public class LSMInvertedIndexAccessor implements ILSMIndexAccessor, IInvertedIndexAccessor {
+
+    protected final LSMHarness lsmHarness;    
+    protected final ILSMIndexFileManager fileManager;
+    protected final IIndexOpContext ctx;
+    protected final LSMInvertedIndex invIndex;
+    
+    public LSMInvertedIndexAccessor(LSMInvertedIndex invIndex, LSMHarness lsmHarness, ILSMIndexFileManager fileManager, IIndexOpContext ctx) {
+        this.lsmHarness = lsmHarness;
+        this.fileManager = fileManager;
+        this.ctx = ctx;
+        this.invIndex = invIndex;
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.reset(IndexOp.INSERT);
+        lsmHarness.insertUpdateOrDelete(tuple, ctx);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.reset(IndexOp.DELETE);
+        lsmHarness.insertUpdateOrDelete(tuple, ctx);
+    }
+    
+    @Override
+    public void physicalDelete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        ctx.reset(IndexOp.PHYSICALDELETE);
+        lsmHarness.insertUpdateOrDelete(tuple, ctx);
+    }
+    
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        ctx.reset(IndexOp.SEARCH);
+        lsmHarness.search(cursor, searchPred, ctx, true);
+    }
+    
+    public IIndexCursor createSearchCursor() {
+        return new LSMInvertedIndexSearchCursor(); 
+    }
+    
+    @Override
+    public ILSMIOOperation createFlushOperation(ILSMIOOperationCallback callback) {
+        LSMInvertedIndexFileNameComponent fileNameComponent = (LSMInvertedIndexFileNameComponent) fileManager
+                .getRelFlushFileName();
+        FileReference dictBTreeFileRef = fileManager.createFlushFile(fileNameComponent.getDictBTreeFileName());
+        FileReference deletedKeysBTreeFileRef = fileManager.createFlushFile(fileNameComponent
+                .getDeletedKeysBTreeFileName());
+        return new LSMInvertedIndexFlushOperation(lsmHarness.getIndex(), dictBTreeFileRef, deletedKeysBTreeFileRef,
+                callback);
+    }
+    
+    @Override
+    public void flush(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.flush(operation);
+    }
+
+    @Override
+    public ILSMIOOperation createMergeOperation(ILSMIOOperationCallback callback) throws HyracksDataException,
+            IndexException {
+        return lsmHarness.createMergeOperation(callback);
+    }
+    
+    @Override
+    public void merge(ILSMIOOperation operation) throws HyracksDataException, IndexException {
+        lsmHarness.merge(operation);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        return new LSMInvertedIndexRangeSearchCursor();
+    }
+    
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        search(cursor, searchPred);
+    }
+    
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // TODO Auto-generated method stub
+        
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        // TODO Auto-generated method stub
+        
+    }
+    
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        throw new UnsupportedOperationException("Cannot create inverted list cursor on lsm inverted index.");
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Cannot open inverted list cursor on lsm inverted index.");}
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFinalizer.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFinalizer.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFinalizer.java
new file mode 100644
index 0000000..40f19e9
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexComponentFinalizer.java
@@ -0,0 +1,61 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexComponentFinalizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex.LSMInvertedIndexComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class LSMInvertedIndexComponentFinalizer extends TreeIndexComponentFinalizer {
+
+    public LSMInvertedIndexComponentFinalizer(IFileMapProvider fileMapProvider) {
+        super(fileMapProvider);
+    }
+
+    @Override
+    public boolean isValid(Object lsmComponent) throws HyracksDataException {
+        LSMInvertedIndexComponent invIndexComponent = (LSMInvertedIndexComponent) lsmComponent;
+        OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) invIndexComponent.getInvIndex();
+        // Use the dictionary BTree for validation.
+        return super.isValid(invIndex.getBTree());
+    }
+
+    @Override
+    public void finalize(Object lsmComponent) throws HyracksDataException {
+        LSMInvertedIndexComponent invIndexComponent = (LSMInvertedIndexComponent) lsmComponent;
+        OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) invIndexComponent.getInvIndex();
+        ITreeIndex treeIndex = invIndex.getBTree();
+        // Flush inverted index first.
+        forceFlushDirtyPages(treeIndex);
+        forceFlushInvListsFileDirtyPages(invIndex);
+        // Flush deleted keys BTree.
+        forceFlushDirtyPages(invIndexComponent.getDeletedKeysBTree());
+        // We use the dictionary BTree for marking the inverted index as valid.
+        markAsValid(treeIndex);
+    }
+
+    protected void forceFlushInvListsFileDirtyPages(OnDiskInvertedIndex invIndex) throws HyracksDataException {
+        int fileId = invIndex.getInvListsFileId();
+        IBufferCache bufferCache = invIndex.getBufferCache();
+        int startPageId = 0;
+        int maxPageId = invIndex.getInvListsMaxPageId();
+        forceFlushDirtyPages(bufferCache, fileId, startPageId, maxPageId);
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
new file mode 100644
index 0000000..436aba2
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFileManager.java
@@ -0,0 +1,213 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.HashSet;
+import java.util.Iterator;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+// TODO: Refactor for better code sharing with other file managers.
+public class LSMInvertedIndexFileManager extends LSMIndexFileManager implements IInvertedIndexFileNameMapper {
+    private static final String DICT_BTREE_SUFFIX = "b";
+    private static final String INVLISTS_SUFFIX = "i";
+    private static final String DELETED_KEYS_BTREE_SUFFIX = "d";
+
+    // We only need a BTree factory because the inverted indexes consistency is validated against its dictionary BTree.
+    private final BTreeFactory btreeFactory;
+
+    private static FilenameFilter dictBTreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DICT_BTREE_SUFFIX);
+        }
+    };
+
+    private static FilenameFilter deletedKeysBTreeFilter = new FilenameFilter() {
+        public boolean accept(File dir, String name) {
+            return !name.startsWith(".") && name.endsWith(DELETED_KEYS_BTREE_SUFFIX);
+        }
+    };
+
+    public LSMInvertedIndexFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
+            BTreeFactory btreeFactory) {
+        super(ioManager, fileMapProvider, file, null);
+        this.btreeFactory = btreeFactory;
+    }
+
+    @Override
+    public Object getRelFlushFileName() {
+        String baseName = (String) super.getRelFlushFileName();
+        return new LSMInvertedIndexFileNameComponent(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX, baseName
+                + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX);
+
+    }
+
+    @Override
+    public Object getRelMergeFileName(String firstFileName, String lastFileName) throws HyracksDataException {
+        String baseName = (String) super.getRelMergeFileName(firstFileName, lastFileName);
+        return new LSMInvertedIndexFileNameComponent(baseName + SPLIT_STRING + DICT_BTREE_SUFFIX, baseName
+                + SPLIT_STRING + DELETED_KEYS_BTREE_SUFFIX);
+    }
+
+    @Override
+    public List<Object> cleanupAndGetValidFiles(ILSMComponentFinalizer componentFinalizer) throws HyracksDataException {
+        List<Object> validFiles = new ArrayList<Object>();
+        ArrayList<ComparableFileName> allDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ArrayList<ComparableFileName> allDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+
+        // Gather files from all IODeviceHandles.
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            cleanupAndGetValidFilesInternal(dev, deletedKeysBTreeFilter, btreeFactory, componentFinalizer,
+                    allDeletedKeysBTreeFiles);
+            HashSet<String> deletedKeysBTreeFilesSet = new HashSet<String>();
+            for (ComparableFileName cmpFileName : allDictBTreeFiles) {
+                int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+                deletedKeysBTreeFilesSet.add(cmpFileName.fileName.substring(0, index));
+            }
+            // We use the dictionary BTree of the inverted index for validation.
+            // List of valid dictionary BTree files that may or may not have a deleted-keys BTree buddy. Will check for buddies below.
+            ArrayList<ComparableFileName> tmpAllBTreeFiles = new ArrayList<ComparableFileName>();
+            cleanupAndGetValidFilesInternal(dev, dictBTreeFilter, btreeFactory, componentFinalizer, tmpAllBTreeFiles);
+            // Look for buddy deleted-keys BTrees for all valid dictionary BTrees. 
+            // If no buddy is found, delete the file, otherwise add the dictionary BTree to allBTreeFiles. 
+            for (ComparableFileName cmpFileName : tmpAllBTreeFiles) {
+                int index = cmpFileName.fileName.lastIndexOf(SPLIT_STRING);
+                String file = cmpFileName.fileName.substring(0, index);
+                if (deletedKeysBTreeFilesSet.contains(file)) {
+                    allDictBTreeFiles.add(cmpFileName);
+                } else {
+                    // Couldn't find the corresponding BTree file; thus, delete
+                    // the deleted-keys BTree file.
+                    // There is no need to delete the inverted-lists file corresponding to the non-existent
+                    // dictionary BTree, because we flush the dictionary BTree first. So if a dictionary BTree 
+                    // file does not exists, then neither can its inverted-list file.
+                    File invalidDeletedKeysBTreeFile = new File(cmpFileName.fullPath);
+                    invalidDeletedKeysBTreeFile.delete();
+                }
+            }
+        }
+        // Sanity check.
+        if (allDictBTreeFiles.size() != allDeletedKeysBTreeFiles.size()) {
+            throw new HyracksDataException("Unequal number of valid RTree and BTree files found. Aborting cleanup.");
+        }
+
+        // Trivial cases.
+        if (allDictBTreeFiles.isEmpty() || allDeletedKeysBTreeFiles.isEmpty()) {
+            return validFiles;
+        }
+
+        if (allDictBTreeFiles.size() == 1 && allDeletedKeysBTreeFiles.size() == 1) {
+            validFiles.add(new LSMInvertedIndexFileNameComponent(allDictBTreeFiles.get(0).fullPath,
+                    allDeletedKeysBTreeFiles.get(0).fullPath));
+            return validFiles;
+        }
+
+        // Sorts files names from earliest to latest timestamp.
+        Collections.sort(allDeletedKeysBTreeFiles);
+        Collections.sort(allDictBTreeFiles);
+
+        List<ComparableFileName> validComparableDictBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDictBTree = allDictBTreeFiles.get(0);
+        validComparableDictBTreeFiles.add(lastDictBTree);
+
+        List<ComparableFileName> validComparableDeletedKeysBTreeFiles = new ArrayList<ComparableFileName>();
+        ComparableFileName lastDeletedKeysBTree = allDeletedKeysBTreeFiles.get(0);
+        validComparableDeletedKeysBTreeFiles.add(lastDeletedKeysBTree);
+
+        for (int i = 1; i < allDictBTreeFiles.size(); i++) {
+            ComparableFileName currentRTree = allDictBTreeFiles.get(i);
+            ComparableFileName currentBTree = allDictBTreeFiles.get(i);
+            // Current start timestamp is greater than last stop timestamp.
+            if (currentRTree.interval[0].compareTo(lastDeletedKeysBTree.interval[1]) > 0
+                    && currentBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[1]) > 0) {
+                validComparableDictBTreeFiles.add(currentRTree);
+                validComparableDeletedKeysBTreeFiles.add(currentBTree);
+                lastDictBTree = currentRTree;
+                lastDeletedKeysBTree = currentBTree;
+            } else if (currentRTree.interval[0].compareTo(lastDictBTree.interval[0]) >= 0
+                    && currentRTree.interval[1].compareTo(lastDictBTree.interval[1]) <= 0
+                    && currentBTree.interval[0].compareTo(lastDeletedKeysBTree.interval[0]) >= 0
+                    && currentBTree.interval[1].compareTo(lastDeletedKeysBTree.interval[1]) <= 0) {
+                // Invalid files are completely contained in last interval.
+                File invalidRTreeFile = new File(currentRTree.fullPath);
+                invalidRTreeFile.delete();
+                File invalidBTreeFile = new File(currentBTree.fullPath);
+                invalidBTreeFile.delete();
+            } else {
+                // This scenario should not be possible.
+                throw new HyracksDataException("Found LSM files with overlapping but not contained timetamp intervals.");
+            }
+        }
+
+        // Sort valid files in reverse lexicographical order, such that newer
+        // files come first.
+        Collections.sort(validComparableDictBTreeFiles, recencyCmp);
+        Collections.sort(validComparableDeletedKeysBTreeFiles, recencyCmp);
+
+        Iterator<ComparableFileName> dictBTreeFileIter = validComparableDictBTreeFiles.iterator();
+        Iterator<ComparableFileName> deletedKeysBTreeIter = validComparableDeletedKeysBTreeFiles.iterator();
+        while (dictBTreeFileIter.hasNext() && deletedKeysBTreeIter.hasNext()) {
+            ComparableFileName cmpDictBTreeFile = dictBTreeFileIter.next();
+            ComparableFileName cmpDeletedKeysBTreeFile = deletedKeysBTreeIter.next();
+            validFiles.add(new LSMInvertedIndexFileNameComponent(cmpDictBTreeFile.fullPath,
+                    cmpDeletedKeysBTreeFile.fullPath));
+        }
+
+        return validFiles;
+    }
+
+    @Override
+    public String getInvListsFilePath(String dictBTreeFilePath) {
+        int index = dictBTreeFilePath.lastIndexOf(SPLIT_STRING);
+        String file = dictBTreeFilePath.substring(0, index);
+        return file + SPLIT_STRING + INVLISTS_SUFFIX;
+    }
+
+    /**
+     * No need to store the inverted-lists file name because it can be mapped from the
+     * dictionary BTree file name. 
+     */
+    public class LSMInvertedIndexFileNameComponent {
+        private final String dictBTreeFileName;
+        private final String deletedKeysBTreeFileName;
+
+        LSMInvertedIndexFileNameComponent(String dictBTreeFileName, String deletedKeysBTreeFileName) {
+            this.dictBTreeFileName = dictBTreeFileName;
+            this.deletedKeysBTreeFileName = deletedKeysBTreeFileName;
+        }
+
+        public String getDictBTreeFileName() {
+            return dictBTreeFileName;
+        }
+
+        public String getDeletedKeysBTreeFileName() {
+            return deletedKeysBTreeFileName;
+        }
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
new file mode 100644
index 0000000..3055f52
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexFlushOperation.java
@@ -0,0 +1,74 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.Collections;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+
+public class LSMInvertedIndexFlushOperation implements ILSMIOOperation {
+    private final ILSMIndex index;
+    private final FileReference dictBTreeFlushTarget;
+    private final FileReference deletedKeysBTreeFlushTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMInvertedIndexFlushOperation(ILSMIndex index, FileReference dictBTreeFlushTarget,
+            FileReference deletedKeysBTreeFlushTarget, ILSMIOOperationCallback callback) {
+        this.index = index;
+        this.dictBTreeFlushTarget = dictBTreeFlushTarget;
+        this.deletedKeysBTreeFlushTarget = deletedKeysBTreeFlushTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public List<IODeviceHandle> getReadDevices() {
+        return Collections.emptyList();
+    }
+
+    @Override
+    public List<IODeviceHandle> getWriteDevices() {
+        return Collections.singletonList(dictBTreeFlushTarget.getDevideHandle());
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        accessor.flush(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeFlushTarget() {
+        return dictBTreeFlushTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeFlushTarget() {
+        return deletedKeysBTreeFlushTarget;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
new file mode 100644
index 0000000..afae347
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexMergeOperation.java
@@ -0,0 +1,100 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex.LSMInvertedIndexComponent;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+
+public class LSMInvertedIndexMergeOperation implements ILSMIOOperation {
+    private final ILSMIndex index;
+    private final List<Object> mergingComponents;
+    private final IIndexCursor cursor;
+    private final FileReference dictBTreeMergeTarget;
+    private final FileReference deletedKeysBTreeMergeTarget;
+    private final ILSMIOOperationCallback callback;
+
+    public LSMInvertedIndexMergeOperation(ILSMIndex index, List<Object> mergingComponents, IIndexCursor cursor,
+            FileReference dictBTreeMergeTarget, FileReference deletedKeysBTreeMergeTarget, ILSMIOOperationCallback callback) {
+        this.index = index;
+        this.mergingComponents = mergingComponents;
+        this.cursor = cursor;
+        this.dictBTreeMergeTarget = dictBTreeMergeTarget;
+        this.deletedKeysBTreeMergeTarget = deletedKeysBTreeMergeTarget;
+        this.callback = callback;
+    }
+
+    @Override
+    public List<IODeviceHandle> getReadDevices() {
+        List<IODeviceHandle> devs = new ArrayList<IODeviceHandle>();
+        for (Object o : mergingComponents) {
+            LSMInvertedIndexComponent component = (LSMInvertedIndexComponent) o;
+            OnDiskInvertedIndex invIndex = (OnDiskInvertedIndex) component.getInvIndex();
+            devs.add(invIndex.getBTree().getFileReference().getDevideHandle());
+            devs.add(component.getDeletedKeysBTree().getFileReference().getDevideHandle());
+        }
+        return devs;
+    }
+
+    @Override
+    public List<IODeviceHandle> getWriteDevices() {
+        List<IODeviceHandle> devs = new ArrayList<IODeviceHandle>(2);
+        devs.add(dictBTreeMergeTarget.getDevideHandle());
+        devs.add(deletedKeysBTreeMergeTarget.getDevideHandle());
+        return devs;
+    }
+
+    @Override
+    public void perform() throws HyracksDataException, IndexException {
+        ILSMIndexAccessor accessor = (ILSMIndexAccessor) index.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        accessor.merge(this);
+    }
+
+    @Override
+    public ILSMIOOperationCallback getCallback() {
+        return callback;
+    }
+
+    public FileReference getDictBTreeMergeTarget() {
+        return dictBTreeMergeTarget;
+    }
+
+    public FileReference getDeletedKeysBTreeMergeTarget() {
+        return deletedKeysBTreeMergeTarget;
+    }
+
+    public IIndexCursor getCursor() {
+        return cursor;
+    }
+
+    public List<Object> getMergingComponents() {
+        return mergingComponents;
+    }
+
+}
\ No newline at end of file

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
new file mode 100644
index 0000000..2ff02cc
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexOpContext.java
@@ -0,0 +1,80 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexOpContext implements IIndexOpContext {
+
+    private IndexOp op;
+    private final IInvertedIndex memInvIndex;
+    private final IIndex memDeletedKeysBTree;
+
+    // Tuple that only has the inverted-index elements (aka keys), projecting away the document fields.
+    public PermutingTupleReference keysOnlyTuple;
+    
+    // Accessor to the in-memory inverted index.
+    public IInvertedIndexAccessor memInvIndexAccessor;
+    // Accessor to the deleted-keys BTree.
+    public IIndexAccessor deletedKeysBTreeAccessor;
+
+    public LSMInvertedIndexOpContext(IInvertedIndex memInvIndex, IIndex memDeletedKeysBTree) {
+        this.memInvIndex = memInvIndex;
+        this.memDeletedKeysBTree = memDeletedKeysBTree;
+    }
+
+    @Override
+    public void reset() {
+    }
+
+    @Override
+    // TODO: Ignore opcallback for now.
+    public void reset(IndexOp newOp) {
+        switch (newOp) {
+            case INSERT:
+            case DELETE:
+            case PHYSICALDELETE: {
+                if (deletedKeysBTreeAccessor == null) {
+                    memInvIndexAccessor = (IInvertedIndexAccessor) memInvIndex.createAccessor(
+                            NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+                    deletedKeysBTreeAccessor = memDeletedKeysBTree.createAccessor(NoOpOperationCallback.INSTANCE,
+                            NoOpOperationCallback.INSTANCE);
+                    // Project away the document fields, leaving only the key fields.
+                    int numTokenFields = memInvIndex.getTokenTypeTraits().length;
+                    int numKeyFields = memInvIndex.getInvListTypeTraits().length;
+                    int[] keyFieldPermutation = new int[memInvIndex.getInvListTypeTraits().length];
+                    for (int i = 0; i < numKeyFields; i++) {
+                        keyFieldPermutation[i] = numTokenFields + i;
+                    }
+                    keysOnlyTuple = new PermutingTupleReference(keyFieldPermutation);
+                }
+                break;
+            }
+        }
+        op = newOp;
+    }
+    
+    public IndexOp getIndexOp() {
+        return op;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..d10cbe9
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,91 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+
+public class LSMInvertedIndexRangeSearchCursor extends LSMTreeSearchCursor {
+
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    protected IIndexCursor deletedKeysBTreeCursor;
+    protected ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    protected PermutingTupleReference keysOnlyTuple;
+    protected RangePredicate keySearchPred;
+    
+    @Override
+    public void open(ICursorInitialState initState, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        LSMInvertedIndexRangeSearchCursorInitialState lsmInitState = (LSMInvertedIndexRangeSearchCursorInitialState) initState;
+        cmp = lsmInitState.getOriginalKeyComparator();
+        int numComponents = lsmInitState.getNumComponents();
+        rangeCursors = new IIndexCursor[numComponents];
+        for (int i = 0; i < numComponents; i++) {
+            IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) lsmInitState.getIndexAccessors().get(i);
+            rangeCursors[i] = invIndexAccessor.createRangeSearchCursor();
+            invIndexAccessor.rangeSearch(rangeCursors[i], lsmInitState.getSearchPredicate());
+        }
+        
+        // For searching the deleted-keys BTrees.
+        this.keysOnlyTuple = lsmInitState.getKeysOnlyTuple();
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+        if (!deletedKeysBTreeAccessors.isEmpty()) {
+            deletedKeysBTreeCursor = deletedKeysBTreeAccessors.get(0).createSearchCursor();
+        }
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(keysOnlyTuple, keysOnlyTuple, true, true, keyCmp, keyCmp);
+        
+        searcherRefCount = lsmInitState.getSearcherRefCount();
+        lsmHarness = lsmInitState.getLSMHarness();
+        includeMemComponent = lsmInitState.getIncludeMemComponent();
+        setPriorityQueueComparator();
+        initPriorityQueue();
+    }
+    
+    /**
+     * Check deleted-keys BTrees whether they contain the key in the checkElement's tuple.
+     */
+    @Override
+    protected boolean isDeleted(PriorityQueueElement checkElement) throws HyracksDataException, IndexException {
+        keysOnlyTuple.reset(checkElement.getTuple());
+        int end = checkElement.getCursorIndex();
+        for (int i = 0; i < end; i++) {
+            deletedKeysBTreeCursor.reset();       
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursor, keySearchPred);
+                if (deletedKeysBTreeCursor.hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursor.close();
+            }
+        }
+        return false;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
new file mode 100644
index 0000000..7e01b78
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexRangeSearchCursorInitialState.java
@@ -0,0 +1,123 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.ArrayList;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexRangeSearchCursorInitialState implements ICursorInitialState {
+
+    private final MultiComparator tokensAndKeysCmp;
+    private final MultiComparator keyCmp;
+    private final AtomicInteger searcherRefCount;
+    private final LSMHarness lsmHarness;
+
+    private final ArrayList<IIndexAccessor> indexAccessors;
+    private final ArrayList<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final ISearchPredicate predicate;
+    private final PermutingTupleReference keysOnlyTuple;
+    
+    private final boolean includeMemComponent;
+
+    public LSMInvertedIndexRangeSearchCursorInitialState(MultiComparator tokensAndKeysCmp, MultiComparator keyCmp,
+            PermutingTupleReference keysOnlyTuple, boolean includeMemComponent, AtomicInteger searcherRefCount, LSMHarness lsmHarness,
+            ArrayList<IIndexAccessor> indexAccessors, ArrayList<IIndexAccessor> deletedKeysBTreeAccessors,
+            ISearchPredicate predicate) {
+        this.tokensAndKeysCmp = tokensAndKeysCmp;
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.searcherRefCount = searcherRefCount;
+        this.lsmHarness = lsmHarness;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.predicate = predicate;
+        this.includeMemComponent = includeMemComponent;
+    }
+
+    public int getNumComponents() {
+        return indexAccessors.size();
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public AtomicInteger getSearcherRefCount() {
+        return searcherRefCount;
+    }
+
+    public LSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return null;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        // Do nothing.
+    }
+
+    public ArrayList<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public ArrayList<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+    
+    public ISearchPredicate getSearchPredicate() {
+        return predicate;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        // Do nothing.
+    }
+    
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return tokensAndKeysCmp;
+    }
+
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+    
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+    
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
new file mode 100644
index 0000000..37e7f51
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursor.java
@@ -0,0 +1,160 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+
+/**
+ * Searches the components one-by-one, completely consuming a cursor before moving on to the next one.
+ * Therefore, the are no guarantees about sort order of the results.
+ */
+public class LSMInvertedIndexSearchCursor implements IIndexCursor {
+
+    private IIndexAccessor currentAccessor;
+    private IIndexCursor currentCursor;
+    private int accessorIndex = -1;
+    private boolean tupleConsumed = true;
+    private LSMHarness harness;
+    private boolean includeMemComponent;
+    private AtomicInteger searcherRefCount;
+    private List<IIndexAccessor> indexAccessors;
+    private ISearchPredicate searchPred;
+    
+    // Assuming the cursor for all deleted-keys indexes are of the same type.
+    protected IIndexCursor deletedKeysBTreeCursor;
+    protected List<IIndexAccessor> deletedKeysBTreeAccessors;
+    protected RangePredicate keySearchPred;
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException {
+        LSMInvertedIndexSearchCursorInitialState lsmInitState = (LSMInvertedIndexSearchCursorInitialState) initialState;
+        harness = lsmInitState.getLSMHarness();
+        includeMemComponent = lsmInitState.getIncludeMemComponent();
+        searcherRefCount = lsmInitState.getSearcherRefCount();
+        indexAccessors = lsmInitState.getIndexAccessors();
+        accessorIndex = 0;
+        this.searchPred = searchPred;
+        
+        // For searching the deleted-keys BTrees.
+        deletedKeysBTreeAccessors = lsmInitState.getDeletedKeysBTreeAccessors();
+        deletedKeysBTreeCursor = deletedKeysBTreeAccessors.get(0).createSearchCursor();        
+        MultiComparator keyCmp = lsmInitState.getKeyComparator();
+        keySearchPred = new RangePredicate(null, null, true, true, keyCmp, keyCmp);
+    }
+
+    protected boolean isDeleted(ITupleReference key) throws HyracksDataException, IndexException {
+        keySearchPred.setLowKey(key, true);
+        keySearchPred.setHighKey(key, true);
+        for (int i = 0; i < accessorIndex; i++) {
+            deletedKeysBTreeCursor.reset();
+            try {
+                deletedKeysBTreeAccessors.get(i).search(deletedKeysBTreeCursor, keySearchPred);
+                if (deletedKeysBTreeCursor.hasNext()) {
+                    return true;
+                }
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            } finally {
+                deletedKeysBTreeCursor.close();
+            }
+        }
+        return false;
+    }
+    
+    // Move to the next tuple that has not been deleted.
+    private boolean nextValidTuple() throws HyracksDataException, IndexException {
+        while (currentCursor.hasNext()) {
+            currentCursor.next();
+            if (!isDeleted(currentCursor.getTuple())) { 
+                tupleConsumed = false;
+                return true;
+            }
+        }
+        return false;
+    }
+    
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (!tupleConsumed) {
+            return true;
+        }
+        if (currentCursor != null) {
+            if (nextValidTuple()) {
+                return true;
+            }
+            currentCursor.close();
+            accessorIndex++;
+        }
+        while (accessorIndex < indexAccessors.size()) {
+            // Current cursor has been exhausted, switch to next accessor/cursor.
+            currentAccessor = indexAccessors.get(accessorIndex);
+            currentCursor = currentAccessor.createSearchCursor();
+            try {
+                currentAccessor.search(currentCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                throw e;
+            } catch (IndexException e) {
+                throw new HyracksDataException(e);
+            }
+            if (nextValidTuple()) {
+                return true;
+            }
+            // Close as we go to release resources.
+            currentCursor.close();
+            accessorIndex++;
+        }
+        return false;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        // Mark the tuple as consumed, so hasNext() can move on.
+        tupleConsumed = true;                
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        reset();
+        accessorIndex = -1;
+        harness.closeSearchCursor(searcherRefCount, includeMemComponent);
+    }
+
+    @Override
+    public void reset() throws HyracksDataException {
+        if (currentCursor != null) {
+            currentCursor.close();
+            currentCursor = null;
+        }
+        accessorIndex = 0;
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return currentCursor.getTuple();
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
new file mode 100644
index 0000000..6102cee
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/impls/LSMInvertedIndexSearchCursorInitialState.java
@@ -0,0 +1,116 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls;
+
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+
+public class LSMInvertedIndexSearchCursorInitialState implements ICursorInitialState {
+
+    private final boolean includeMemComponent;
+    private final AtomicInteger searcherfRefCount;
+    private final LSMHarness lsmHarness;
+    private final List<IIndexAccessor> indexAccessors;
+    private final List<IIndexAccessor> deletedKeysBTreeAccessors;
+    private final IIndexOpContext opContext;
+    private ISearchOperationCallback searchCallback;
+    private MultiComparator originalCmp;
+    private final MultiComparator keyCmp;
+    private final PermutingTupleReference keysOnlyTuple;
+
+    public LSMInvertedIndexSearchCursorInitialState(final MultiComparator keyCmp, PermutingTupleReference keysOnlyTuple, List<IIndexAccessor> indexAccessors,
+            List<IIndexAccessor> deletedKeysBTreeAccessors, IIndexOpContext ctx, boolean includeMemComponent,
+            AtomicInteger searcherfRefCount, LSMHarness lsmHarness) {
+        this.keyCmp = keyCmp;
+        this.keysOnlyTuple = keysOnlyTuple;
+        this.indexAccessors = indexAccessors;
+        this.deletedKeysBTreeAccessors = deletedKeysBTreeAccessors;
+        this.includeMemComponent = includeMemComponent;
+        this.searcherfRefCount = searcherfRefCount;
+        this.lsmHarness = lsmHarness;
+        this.opContext = ctx;
+    }
+
+    @Override
+    public ICachedPage getPage() {
+        return null;
+    }
+
+    @Override
+    public void setPage(ICachedPage page) {
+    }
+
+    public List<IIndexAccessor> getIndexAccessors() {
+        return indexAccessors;
+    }
+
+    public AtomicInteger getSearcherRefCount() {
+        return searcherfRefCount;
+    }
+
+    public boolean getIncludeMemComponent() {
+        return includeMemComponent;
+    }
+
+    public LSMHarness getLSMHarness() {
+        return lsmHarness;
+    }
+
+    public IIndexOpContext getOpContext() {
+        return opContext;
+    }
+
+    @Override
+    public ISearchOperationCallback getSearchOperationCallback() {
+        return searchCallback;
+    }
+
+    @Override
+    public void setSearchOperationCallback(ISearchOperationCallback searchCallback) {
+        this.searchCallback = searchCallback;
+    }
+
+    @Override
+    public MultiComparator getOriginalKeyComparator() {
+        return originalCmp;
+    }
+
+    @Override
+    public void setOriginialKeyComparator(MultiComparator originalCmp) {
+        this.originalCmp = originalCmp;
+    }
+    
+    public MultiComparator getKeyComparator() {
+        return keyCmp;
+    }
+    
+    public List<IIndexAccessor> getDeletedKeysBTreeAccessors() {
+        return deletedKeysBTreeAccessors;
+    }
+    
+    public PermutingTupleReference getKeysOnlyTuple() {
+        return keysOnlyTuple;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
new file mode 100644
index 0000000..02978bb
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndex.java
@@ -0,0 +1,213 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeDuplicateKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+
+public class InMemoryInvertedIndex implements IInvertedIndex {
+
+    private final BTree btree;
+    private final FileReference memBTreeFile = new FileReference(new File("memBTree"));
+    private final ITypeTraits[] tokenTypeTraits;
+    private final IBinaryComparatorFactory[] tokenCmpFactories;
+    private final ITypeTraits[] invListTypeTraits;
+    private final IBinaryComparatorFactory[] invListCmpFactories;
+    private final IBinaryTokenizerFactory tokenizerFactory;
+
+    private final ITypeTraits[] btreeTypeTraits;
+    private final IBinaryComparatorFactory[] btreeCmpFactories;
+
+    public InMemoryInvertedIndex(IBufferCache memBufferCache, IFreePageManager memFreePageManager,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) throws BTreeException {
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+        // BTree tuples: <tokens, inverted-list elements>.
+        int numBTreeFields = tokenTypeTraits.length + invListTypeTraits.length;
+        btreeTypeTraits = new ITypeTraits[numBTreeFields];
+        btreeCmpFactories = new IBinaryComparatorFactory[numBTreeFields];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+            btreeCmpFactories[i] = tokenCmpFactories[i];
+        }
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            btreeTypeTraits[tokenTypeTraits.length + i] = invListTypeTraits[i];
+            btreeCmpFactories[tokenTypeTraits.length + i] = invListCmpFactories[i];
+        }
+        this.btree = BTreeUtils.createBTree(memBufferCache, memFreePageManager,
+                ((InMemoryBufferCache) memBufferCache).getFileMapProvider(), btreeTypeTraits, btreeCmpFactories,
+                BTreeLeafFrameType.REGULAR_NSM, memBTreeFile);
+    }
+
+    @Override
+    public void create() throws HyracksDataException {
+        btree.create();
+    }
+
+    @Override
+    public void activate() throws HyracksDataException {
+        btree.activate();
+    }
+
+    @Override
+    public void clear() throws HyracksDataException {
+        btree.clear();
+    }
+
+    @Override
+    public void deactivate() throws HyracksDataException {
+        btree.deactivate();
+    }
+
+    @Override
+    public void destroy() throws HyracksDataException {
+        btree.destroy();
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+    }
+
+    public void insert(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOpContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference insertTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.insert(insertTuple);
+            } catch (BTreeDuplicateKeyException e) {
+                // This exception may be caused by duplicate tokens in the same insert "document".
+                // We ignore such duplicate tokens in all inverted-index implementations, hence
+                // we can safely ignore this exception.
+            }
+        }
+    }
+    
+    public void delete(ITupleReference tuple, BTreeAccessor btreeAccessor, IIndexOpContext ictx)
+            throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.tupleIter.reset(tuple);
+        while (ctx.tupleIter.hasNext()) {
+            ctx.tupleIter.next();
+            ITupleReference deleteTuple = ctx.tupleIter.getTuple();
+            try {
+                btreeAccessor.delete(deleteTuple);
+            } catch (BTreeNonExistentKeyException e) {
+                // Ignore this exception, since a document may have duplicate tokens.
+            }
+        }
+    }
+
+    @Override
+    public long getInMemorySize() {
+        InMemoryBufferCache memBufferCache = (InMemoryBufferCache) btree.getBufferCache();
+        return memBufferCache.getNumPages() * memBufferCache.getPageSize();
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new InMemoryInvertedListCursor(invListTypeTraits.length, tokenTypeTraits.length);
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey,
+            IIndexOpContext ictx) throws HyracksDataException, IndexException {
+        InMemoryInvertedIndexOpContext ctx = (InMemoryInvertedIndexOpContext) ictx;
+        ctx.reset(IndexOp.SEARCH);
+        InMemoryInvertedListCursor inMemListCursor = (InMemoryInvertedListCursor) listCursor;
+        inMemListCursor.prepare(ctx.btreeAccessor, ctx.btreePred, ctx.tokenFieldsCmp, ctx.btreeCmp);
+        inMemListCursor.reset(searchKey);
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new InMemoryInvertedIndexAccessor(this, new InMemoryInvertedIndexOpContext(btree, tokenCmpFactories,
+                tokenizerFactory));
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return btree.getBufferCache();
+    }
+
+    @Override
+    public IndexType getIndexType() {
+        return IndexType.INVERTED;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    @Override
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput) throws IndexException {
+        throw new UnsupportedOperationException("Bulk load not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
new file mode 100644
index 0000000..7d16cb7
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexAccessor.java
@@ -0,0 +1,113 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex.DefaultHyracksCommonContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+
+public class InMemoryInvertedIndexAccessor implements IInvertedIndexAccessor {
+    // TODO: This ctx needs to go away.
+    protected final IHyracksCommonContext hyracksCtx = new DefaultHyracksCommonContext();
+    protected final IInvertedIndexSearcher searcher;
+    protected IIndexOpContext opCtx;
+    protected InMemoryInvertedIndex index;
+    protected BTreeAccessor btreeAccessor;
+
+    public InMemoryInvertedIndexAccessor(InMemoryInvertedIndex index, IIndexOpContext opCtx) {
+        this.opCtx = opCtx;
+        this.index = index;
+        this.searcher = new TOccurrenceSearcher(hyracksCtx, index);
+        // TODO: Ignore opcallbacks for now.
+        this.btreeAccessor = (BTreeAccessor) index.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+    }
+
+    @Override
+    public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.reset(IndexOp.INSERT);
+        index.insert(tuple, btreeAccessor, opCtx);
+    }
+
+    @Override
+    public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+        opCtx.reset(IndexOp.DELETE);
+        index.delete(tuple, btreeAccessor, opCtx);
+    }
+    
+    @Override
+    public IIndexCursor createSearchCursor() {
+        return new OnDiskInvertedIndexSearchCursor(searcher);
+    }
+
+    @Override
+    public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return index.createInvertedListCursor();
+    }
+
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+            throws HyracksDataException, IndexException {
+        index.openInvertedListCursor(listCursor, searchKey, opCtx);
+    }
+
+    @Override
+    public IIndexCursor createRangeSearchCursor() {
+        IBTreeLeafFrame leafFrame = (IBTreeLeafFrame) index.getBTree().getLeafFrameFactory().createFrame();
+        return new BTreeRangeSearchCursor(leafFrame, false);
+    }
+    
+    @Override
+    public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws IndexException,
+            HyracksDataException {
+        btreeAccessor.search(cursor, searchPred);
+    }
+    
+    public BTreeAccessor getBTreeAccessor() {
+        return btreeAccessor;
+    }
+
+    @Override
+    public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Update not supported by in-memory inverted index.");
+    }
+
+    @Override
+    public void upsert(ITupleReference tuple) throws HyracksDataException, IndexException {
+        throw new UnsupportedOperationException("Upsert not supported by in-memory inverted index.");
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
new file mode 100644
index 0000000..bcdb12d
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexOpContext.java
@@ -0,0 +1,86 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.InvertedIndexTokenizingTupleIterator;
+
+public class InMemoryInvertedIndexOpContext implements IIndexOpContext {
+    public IndexOp op;
+    public final BTree btree;
+
+    // Needed for search operations,    
+    public RangePredicate btreePred;
+    public BTreeAccessor btreeAccessor;
+    public MultiComparator btreeCmp;
+    public IBinaryComparatorFactory[] tokenCmpFactories;
+    public MultiComparator tokenFieldsCmp;
+
+    // To generate in-memory BTree tuples for insertions.
+    private final IBinaryTokenizerFactory tokenizerFactory;
+    public InvertedIndexTokenizingTupleIterator tupleIter;
+
+    public InMemoryInvertedIndexOpContext(BTree btree, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        this.btree = btree;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.tokenizerFactory = tokenizerFactory;
+    }
+
+    @Override
+    public void reset(IndexOp newOp) {
+        switch (newOp) {
+            case INSERT: 
+            case DELETE: {
+                if (tupleIter == null) {
+                    IBinaryTokenizer tokenizer = tokenizerFactory.createTokenizer();
+                    tupleIter = new InvertedIndexTokenizingTupleIterator(tokenCmpFactories.length,
+                            btree.getFieldCount() - tokenCmpFactories.length, tokenizer);
+                }
+                break;
+            }
+            case SEARCH: {
+                if (btreePred == null) {
+                    btreePred = new RangePredicate(null, null, true, true, null, null);
+                    // TODO: Ignore opcallbacks for now.
+                    btreeAccessor = (BTreeAccessor) btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                            NoOpOperationCallback.INSTANCE);
+                    btreeCmp = MultiComparator.create(btree.getComparatorFactories());
+                    tokenFieldsCmp = MultiComparator.create(tokenCmpFactories);
+                }
+                break;
+            }
+            default: {
+                throw new UnsupportedOperationException("Unsupported operation " + newOp);
+            }
+        }
+        op = newOp;
+    }
+
+    @Override
+    public void reset() {
+        op = null;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
new file mode 100644
index 0000000..21e2bf7
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedListCursor.java
@@ -0,0 +1,235 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree.BTreeAccessor;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+public class InMemoryInvertedListCursor implements IInvertedListCursor {
+    private RangePredicate btreePred;
+    private BTreeAccessor btreeAccessor;
+    private IIndexCursor btreeCursor;
+    private boolean cursorNeedsClose = false;
+    private IIndexCursor countingCursor;
+    private MultiComparator tokenFieldsCmp;
+    private MultiComparator btreeCmp;
+    private final PermutingTupleReference resultTuple;
+    private final ConcatenatingTupleReference btreeSearchTuple;    
+    
+    private final ArrayTupleBuilder tokenTupleBuilder;
+    private final ArrayTupleReference tokenTuple = new ArrayTupleReference();
+    
+    private int numElements = -1;
+    
+    public InMemoryInvertedListCursor(int invListFieldCount, int tokenFieldCount) {
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < invListFieldCount; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        resultTuple = new PermutingTupleReference(fieldPermutation);
+        // Concatenating the tuple with tokens, and the tuple with inverted-list elements.
+        btreeSearchTuple = new ConcatenatingTupleReference(2);
+        tokenTupleBuilder = new ArrayTupleBuilder(tokenFieldCount);
+    }
+    
+    public void prepare(BTreeAccessor btreeAccessor, RangePredicate btreePred, MultiComparator tokenFieldsCmp,
+            MultiComparator btreeCmp) {
+        this.btreeAccessor = btreeAccessor;
+        this.btreeCursor = btreeAccessor.createSearchCursor();
+        this.countingCursor = btreeAccessor.createCountingSearchCursor();
+        this.btreePred = btreePred;
+        this.btreePred.setLowKeyComparator(tokenFieldsCmp);
+        this.btreePred.setHighKeyComparator(tokenFieldsCmp);
+        this.tokenFieldsCmp = tokenFieldsCmp;
+        this.btreeCmp = btreeCmp;
+    }
+    
+    @Override
+    public int compareTo(IInvertedListCursor cursor) {
+        return size() - cursor.size();
+    }
+
+    public void reset(ITupleReference tuple) throws HyracksDataException, IndexException {
+        numElements = -1;
+        // Copy the tokens tuple for later use in btree probes.
+        TupleUtils.copyTuple(tokenTupleBuilder, tuple, tuple.getFieldCount());
+        tokenTuple.reset(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray());
+        btreeSearchTuple.reset();
+        btreeSearchTuple.addTuple(tokenTuple);
+        btreeCursor.reset();
+        countingCursor.reset();
+    }
+
+    @Override
+    public void reset(int startPageId, int endPageId, int startOff, int numElements) {
+        // Do nothing
+    }
+
+    @Override
+    public void pinPages() throws HyracksDataException, IndexException {
+        btreePred.setLowKeyComparator(tokenFieldsCmp);
+        btreePred.setHighKeyComparator(tokenFieldsCmp);
+        btreePred.setLowKey(tokenTuple, true);
+        btreePred.setHighKey(tokenTuple, true);
+        btreeAccessor.search(btreeCursor, btreePred);
+        cursorNeedsClose = true;
+    }
+
+    @Override
+    public void unpinPages() throws HyracksDataException {
+        if (cursorNeedsClose) {
+            btreeCursor.close();
+            cursorNeedsClose = false;
+        }
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        return btreeCursor.hasNext();
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        btreeCursor.next();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        resultTuple.reset(btreeCursor.getTuple());
+        return resultTuple;
+    }
+
+    @Override
+    public int size() {
+        if (numElements < 0) {
+            btreePred.setLowKeyComparator(tokenFieldsCmp);
+            btreePred.setHighKeyComparator(tokenFieldsCmp);
+            btreePred.setLowKey(tokenTuple, true);
+            btreePred.setHighKey(tokenTuple, true);
+            
+            // Perform the count.
+            try {
+                btreeAccessor.search(countingCursor, btreePred);
+                while (countingCursor.hasNext()) {
+                    countingCursor.next();
+                    ITupleReference countTuple = countingCursor.getTuple();
+                    numElements = IntegerSerializerDeserializer.getInt(countTuple.getFieldData(0), countTuple.getFieldStart(0));
+                }
+            } catch (HyracksDataException e) {
+                e.printStackTrace();
+            } catch (IndexException e) {
+                e.printStackTrace();
+            } finally {
+                try {
+                    countingCursor.close();
+                } catch (HyracksDataException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+        return numElements;
+    }
+
+    @Override
+    public int getStartPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getEndPageId() {
+        return 0;
+    }
+
+    @Override
+    public int getStartOff() {
+        return 0;
+    }
+
+    @Override
+    public boolean containsKey(ITupleReference searchTuple, MultiComparator invListCmp) throws HyracksDataException, IndexException {
+        // Close cursor if necessary.
+        unpinPages();
+        btreeSearchTuple.addTuple(searchTuple);
+        btreePred.setLowKeyComparator(btreeCmp);
+        btreePred.setHighKeyComparator(btreeCmp);
+        btreePred.setLowKey(btreeSearchTuple, true);
+        btreePred.setHighKey(btreeSearchTuple, true);
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            btreeSearchTuple.removeLastTuple();
+            throw new HyracksDataException(e);
+        }
+        boolean containsKey = false;
+        try {
+            containsKey = btreeCursor.hasNext();
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();
+            btreeSearchTuple.removeLastTuple();
+        }        
+        return containsKey;
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException, IndexException {
+        StringBuilder strBuilder = new StringBuilder();
+        try {
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                ITupleReference tuple = btreeCursor.getTuple();
+                ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(1), tuple.getFieldStart(1),
+                        tuple.getFieldLength(1));
+                DataInput dataIn = new DataInputStream(inStream);
+                Object o = serdes[0].deserialize(dataIn);
+                strBuilder.append(o.toString() + " ");
+            }            
+        } finally {
+            btreeCursor.close();
+            btreeCursor.reset();            
+        }
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (TreeIndexException e) {
+            throw new HyracksDataException(e);
+        }
+        return strBuilder.toString();
+    }
+
+    @SuppressWarnings("rawtypes")
+    @Override
+    public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
+        return null;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
similarity index 88%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
index c4ab601..fd12792 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListBuilder.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilder.java
@@ -13,11 +13,11 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
 
 public class FixedSizeElementInvertedListBuilder implements IInvertedListBuilder {
     private final int listElementSize;
@@ -36,9 +36,9 @@
 
     @Override
     public boolean startNewList(ITupleReference tuple, int tokenField) {
-        if (pos + listElementSize >= targetBuf.length)
+        if (pos + listElementSize > targetBuf.length) {
             return false;
-        else {
+        } else {
             listSize = 0;
             return true;
         }
@@ -46,8 +46,9 @@
 
     @Override
     public boolean appendElement(ITupleReference tuple, int numTokenFields, int numElementFields) {
-        if (pos + listElementSize >= targetBuf.length)
+        if (pos + listElementSize > targetBuf.length) {
             return false;
+        }
 
         for (int i = 0; i < numElementFields; i++) {
             int field = numTokenFields + i;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
new file mode 100644
index 0000000..ca2d3b6
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListBuilderFactory.java
@@ -0,0 +1,34 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+
+public class FixedSizeElementInvertedListBuilderFactory implements IInvertedListBuilderFactory {
+
+    private final ITypeTraits[] invListFields;
+
+    public FixedSizeElementInvertedListBuilderFactory(ITypeTraits[] invListFields) {
+        this.invListFields = invListFields;
+    }
+
+    @Override
+    public IInvertedListBuilder create() {
+        return new FixedSizeElementInvertedListBuilder(invListFields);
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
similarity index 87%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
index 446f171..ed8f600 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeElementInvertedListCursor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeElementInvertedListCursor.java
@@ -1,4 +1,19 @@
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import java.io.ByteArrayInputStream;
 import java.io.DataInput;
@@ -9,7 +24,7 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
 import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
@@ -57,24 +72,18 @@
 
     @Override
     public void next() {
-        if (currentOff + 2 * elementSize >= bufferCache.getPageSize()) {
+        if (currentOff + 2 * elementSize > bufferCache.getPageSize()) {
             currentPageIx++;
             currentOff = 0;
         } else {
             currentOff += elementSize;
         }
-
         currentElementIx++;
         tuple.reset(pages[currentPageIx].getBuffer().array(), currentOff);
     }
 
     @Override
-    public void pinPagesAsync() {
-        // TODO: implement
-    }
-
-    @Override
-    public void pinPagesSync() throws HyracksDataException {
+    public void pinPages() throws HyracksDataException {
         int pix = 0;
         for (int i = startPageId; i <= endPageId; i++) {
             pages[pix] = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, i), false);
@@ -92,8 +101,7 @@
         }
     }
 
-    @Override
-    public void positionCursor(int elementIx) {
+    private void positionCursor(int elementIx) {
         int numPages = endPageId - startPageId + 1;
 
         currentPageIx = binarySearch(elementIndexes, 0, numPages, elementIx);
@@ -165,6 +173,7 @@
         elementIndexes[numPages - 1] = numElements - 1;
     }
 
+    @SuppressWarnings("rawtypes")
     @Override
     public String printInvList(ISerializerDeserializer[] serdes) throws HyracksDataException {
         int oldCurrentOff = currentOff;
@@ -177,10 +186,8 @@
 
         StringBuilder strBuilder = new StringBuilder();
 
-        int count = 0;
         while (hasNext()) {
             next();
-            count++;
             for (int i = 0; i < tuple.getFieldCount(); i++) {
                 ByteArrayInputStream inStream = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i),
                         tuple.getFieldLength(i));
@@ -201,6 +208,7 @@
         return strBuilder.toString();
     }
 
+    @SuppressWarnings("rawtypes")
     public String printCurrentElement(ISerializerDeserializer[] serdes) throws HyracksDataException {
         StringBuilder strBuilder = new StringBuilder();
         for (int i = 0; i < tuple.getFieldCount(); i++) {
@@ -242,7 +250,7 @@
 
     @Override
     public int compareTo(IInvertedListCursor invListCursor) {
-        return numElements - invListCursor.getNumElements();
+        return numElements - invListCursor.size();
     }
 
     @Override
@@ -251,7 +259,7 @@
     }
 
     @Override
-    public int getNumElements() {
+    public int size() {
         return numElements;
     }
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
similarity index 97%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
index cbedc45..d00c6d3 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAccessor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAccessor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import java.nio.ByteBuffer;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
similarity index 97%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
index 489ec2e..2a8bf8d 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeFrameTupleAppender.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleAppender.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import java.nio.ByteBuffer;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
similarity index 96%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
index 0656d69..97f6937 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/FixedSizeTupleReference.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeTupleReference.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
new file mode 100644
index 0000000..8e15526
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndex.java
@@ -0,0 +1,645 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.nio.ByteBuffer;
+
+import edu.uci.ics.hyracks.api.context.IHyracksCommonContext;
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.IModificationOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.TOccurrenceSearcher;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.buffercache.ICachedPage;
+import edu.uci.ics.hyracks.storage.common.file.BufferedFileHandle;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+/**
+ * An inverted index consists of two files: 1. a file storing (paginated)
+ * inverted lists 2. a BTree-file mapping from tokens to inverted lists.
+ * Implemented features: bulk loading and searching (based on T-Occurrence) Not
+ * implemented features: updates (insert/update/delete) Limitations: a query
+ * cannot exceed the size of a Hyracks frame.
+ */
+public class OnDiskInvertedIndex implements IInvertedIndex {
+    private final IHyracksCommonContext ctx = new DefaultHyracksCommonContext();
+
+    // Schema of BTree tuples.
+    public final int TOKEN_FIELD = 0;
+    public final int INVLIST_START_PAGE_ID_FIELD = 1;
+    public final int INVLIST_END_PAGE_ID_FIELD = 2;
+    public final int INVLIST_START_OFF_FIELD = 3;
+    public final int INVLIST_NUM_ELEMENTS_FIELD = 4;
+
+    // Type traits to be appended to the token type trait which finally form the BTree field type traits.
+    private static final ITypeTraits[] btreeValueTypeTraits = new ITypeTraits[4];
+    static {
+        // startPageId
+        btreeValueTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
+        // endPageId
+        btreeValueTypeTraits[1] = IntegerPointable.TYPE_TRAITS;
+        // startOff
+        btreeValueTypeTraits[2] = IntegerPointable.TYPE_TRAITS;
+        // numElements
+        btreeValueTypeTraits[3] = IntegerPointable.TYPE_TRAITS;
+    }
+
+    private BTree btree;
+    private int rootPageId = 0;
+    private IBufferCache bufferCache;
+    private IFileMapProvider fileMapProvider;
+    private int fileId = -1;
+    private final ITypeTraits[] invListTypeTraits;
+    private final IBinaryComparatorFactory[] invListCmpFactories;
+    private final ITypeTraits[] tokenTypeTraits;
+    private final IBinaryComparatorFactory[] tokenCmpFactories;
+    private final IInvertedListBuilder invListBuilder;
+    private final int numTokenFields;
+    private final int numInvListKeys;
+    private final FileReference invListsFile;
+    // Last page id of inverted-lists file (inclusive). Set during bulk load.
+    private int invListsMaxPageId = -1;
+    
+    private boolean isOpen = false;
+
+    public OnDiskInvertedIndex(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilder invListBuilder, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference btreeFile, FileReference invListsFile)
+            throws IndexException {
+        this.bufferCache = bufferCache;
+        this.fileMapProvider = fileMapProvider;
+        this.invListBuilder = invListBuilder;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.btree = BTreeUtils.createBTree(bufferCache, fileMapProvider, getBTreeTypeTraits(tokenTypeTraits),
+                tokenCmpFactories, BTreeLeafFrameType.REGULAR_NSM, btreeFile);
+        this.numTokenFields = btree.getComparatorFactories().length;
+        this.numInvListKeys = invListCmpFactories.length;
+        this.invListsFile = invListsFile;
+    }
+
+    @Override
+    public synchronized void create() throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to create since index is already open.");
+        }
+        btree.create();
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+        bufferCache.closeFile(fileId);
+    }
+
+    @Override
+    public synchronized void activate() throws HyracksDataException {
+        if (isOpen) {
+            return;
+        }
+
+        btree.activate();
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+
+        isOpen = true;
+    }
+
+    @Override
+    public synchronized void deactivate() throws HyracksDataException {
+        if (!isOpen) {
+            return;
+        }
+
+        btree.deactivate();
+        bufferCache.closeFile(fileId);
+
+        isOpen = false;
+    }
+
+    @Override
+    public synchronized void destroy() throws HyracksDataException {
+        if (isOpen) {
+            throw new HyracksDataException("Failed to destroy since index is already open.");
+        }
+
+        btree.destroy();
+        invListsFile.getFile().delete();
+        if (fileId == -1) {
+            return;
+        }
+
+        bufferCache.deleteFile(fileId, false);
+        fileId = -1;
+    }
+
+    @Override
+    public synchronized void clear() throws HyracksDataException {
+        if (!isOpen) {
+            throw new HyracksDataException("Failed to clear since index is not open.");
+        }
+        btree.clear();
+        bufferCache.closeFile(fileId);
+        bufferCache.deleteFile(fileId, false);
+        invListsFile.getFile().delete();
+
+        boolean fileIsMapped = false;
+        synchronized (fileMapProvider) {
+            fileIsMapped = fileMapProvider.isMapped(invListsFile);
+            if (!fileIsMapped) {
+                bufferCache.createFile(invListsFile);
+            }
+            fileId = fileMapProvider.lookupFileId(invListsFile);
+            try {
+                // Also creates the file if it doesn't exist yet.
+                bufferCache.openFile(fileId);
+            } catch (HyracksDataException e) {
+                // Revert state of buffer cache since file failed to open.
+                if (!fileIsMapped) {
+                    bufferCache.deleteFile(fileId, false);
+                }
+                throw e;
+            }
+        }
+    }
+
+    @Override
+    public IInvertedListCursor createInvertedListCursor() {
+        return new FixedSizeElementInvertedListCursor(bufferCache, fileId, invListTypeTraits);
+    }
+    
+    @Override
+    public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey, IIndexOpContext ictx)
+            throws HyracksDataException, IndexException {
+        OnDiskInvertedIndexOpContext ctx = (OnDiskInvertedIndexOpContext) ictx;
+        ctx.btreePred.setLowKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setHighKeyComparator(ctx.searchCmp);
+        ctx.btreePred.setLowKey(searchKey, true);
+        ctx.btreePred.setHighKey(searchKey, true);
+        ctx.btreeAccessor.search(ctx.btreeCursor, ctx.btreePred);
+        try {
+            if (ctx.btreeCursor.hasNext()) {
+                ctx.btreeCursor.next();
+                ITupleReference frameTuple = ctx.btreeCursor.getTuple();
+                int startPageId = IntegerSerializerDeserializer.getInt(
+                        frameTuple.getFieldData(INVLIST_START_PAGE_ID_FIELD),
+                        frameTuple.getFieldStart(INVLIST_START_PAGE_ID_FIELD));
+                int endPageId = IntegerSerializerDeserializer.getInt(
+                        frameTuple.getFieldData(INVLIST_END_PAGE_ID_FIELD),
+                        frameTuple.getFieldStart(INVLIST_END_PAGE_ID_FIELD));
+                int startOff = IntegerSerializerDeserializer.getInt(frameTuple.getFieldData(INVLIST_START_OFF_FIELD),
+                        frameTuple.getFieldStart(INVLIST_START_OFF_FIELD));
+                int numElements = IntegerSerializerDeserializer.getInt(
+                        frameTuple.getFieldData(INVLIST_NUM_ELEMENTS_FIELD),
+                        frameTuple.getFieldStart(INVLIST_NUM_ELEMENTS_FIELD));
+                listCursor.reset(startPageId, endPageId, startOff, numElements);
+            } else {
+                listCursor.reset(0, 0, 0, 0);
+            }
+        } finally {
+            ctx.btreeCursor.close();
+            ctx.btreeCursor.reset();
+        }
+    }
+
+    public final class OnDiskInvertedIndexBulkLoader implements IIndexBulkLoader {
+        private final ArrayTupleBuilder btreeTupleBuilder;
+        private final ArrayTupleReference btreeTupleReference;
+        private final IIndexBulkLoader btreeBulkloader;
+
+        private int currentInvListStartPageId;
+        private int currentInvListStartOffset;
+        private final ArrayTupleBuilder lastTupleBuilder;
+        private final ArrayTupleReference lastTuple;
+
+        private int currentPageId;
+        private ICachedPage currentPage;
+        private final MultiComparator tokenCmp;
+        private final MultiComparator invListCmp;
+        
+        private final boolean verifyInput;
+        private final MultiComparator allCmp;
+        
+        public OnDiskInvertedIndexBulkLoader(float btreeFillFactor, boolean verifyInput, int startPageId, int fileId)
+                throws IndexException, HyracksDataException {
+            this.verifyInput = verifyInput;
+            this.tokenCmp = MultiComparator.create(btree.getComparatorFactories());
+            this.invListCmp = MultiComparator.create(invListCmpFactories);            
+            if (verifyInput) {
+                allCmp = MultiComparator.create(btree.getComparatorFactories(), invListCmpFactories);
+            } else {
+                allCmp = null;
+            }
+            this.btreeTupleBuilder = new ArrayTupleBuilder(btree.getFieldCount());
+            this.btreeTupleReference = new ArrayTupleReference();
+            this.lastTupleBuilder = new ArrayTupleBuilder(numTokenFields + numInvListKeys);
+            this.lastTuple = new ArrayTupleReference();
+            this.btreeBulkloader = btree.createBulkLoader(btreeFillFactor, verifyInput);
+            currentPageId = startPageId;
+            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
+            currentPage.acquireWriteLatch();
+            invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+        }
+
+        public void pinNextPage() throws HyracksDataException {
+            currentPage.releaseWriteLatch();
+            bufferCache.unpin(currentPage);
+            currentPageId++;
+            currentPage = bufferCache.pin(BufferedFileHandle.getDiskPageId(fileId, currentPageId), true);
+            currentPage.acquireWriteLatch();
+        }
+
+        private void createAndInsertBTreeTuple() throws IndexException, HyracksDataException {
+            // Build tuple.        
+            btreeTupleBuilder.reset();
+            btreeTupleBuilder.addField(lastTuple.getFieldData(0), lastTuple.getFieldStart(0),
+                    lastTuple.getFieldLength(0));
+            // TODO: Boxing integers here. Fix it.
+            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentInvListStartPageId);
+            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentPageId);
+            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, currentInvListStartOffset);
+            btreeTupleBuilder.addField(IntegerSerializerDeserializer.INSTANCE, invListBuilder.getListSize());
+            // Reset tuple reference and add it.
+            btreeTupleReference.reset(btreeTupleBuilder.getFieldEndOffsets(), btreeTupleBuilder.getByteArray());
+            btreeBulkloader.add(btreeTupleReference);
+        }
+
+        /**
+         * Assumptions:
+         * The first btree.getMultiComparator().getKeyFieldCount() fields in tuple
+         * are btree keys (e.g., a string token).
+         * The next invListCmp.getKeyFieldCount() fields in tuple are keys of the
+         * inverted list (e.g., primary key).
+         * Key fields of inverted list are fixed size.
+         */
+        @Override
+        public void add(ITupleReference tuple) throws IndexException, HyracksDataException {
+            boolean firstElement = lastTupleBuilder.getSize() == 0;
+            boolean startNewList = firstElement;
+            if (!firstElement) {
+                // If the current and the last token don't match, we start a new list.
+                lastTuple.reset(lastTupleBuilder.getFieldEndOffsets(), lastTupleBuilder.getByteArray());
+                startNewList = tokenCmp.compare(tuple, lastTuple) != 0;
+            }
+            if (startNewList) {
+                if (!firstElement) {
+                    // Create entry in btree for last inverted list.
+                    createAndInsertBTreeTuple();
+                }
+                if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                    pinNextPage();
+                    invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                    if (!invListBuilder.startNewList(tuple, numTokenFields)) {
+                        throw new IllegalStateException("Failed to create first inverted list.");
+                    }
+                }
+                currentInvListStartPageId = currentPageId;
+                currentInvListStartOffset = invListBuilder.getPos();
+            } else {
+                if (invListCmp.compare(tuple, lastTuple, numTokenFields) == 0) {
+                    // Duplicate inverted-list element.
+                    return;
+                }
+            }
+
+            // Append to current inverted list.
+            if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                pinNextPage();
+                invListBuilder.setTargetBuffer(currentPage.getBuffer().array(), 0);
+                if (!invListBuilder.appendElement(tuple, numTokenFields, numInvListKeys)) {
+                    throw new IllegalStateException(
+                            "Failed to append element to inverted list after switching to a new page.");
+                }
+            }
+
+            if (verifyInput && lastTupleBuilder.getSize() != 0) {
+                if (allCmp.compare(tuple, lastTuple) <= 0) {
+                    throw new UnsortedInputException(
+                            "Input stream given to OnDiskInvertedIndex bulk load is not sorted.");
+                }
+            }
+            
+            // Remember last tuple by creating a copy.
+            // TODO: This portion can be optimized by only copying the token when it changes, and using the last appended inverted-list element as a reference.
+            lastTupleBuilder.reset();
+            for (int i = 0; i < tuple.getFieldCount(); i++) {
+                lastTupleBuilder.addField(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            }
+        }
+
+        @Override
+        public void end() throws IndexException, HyracksDataException {
+            // The last tuple builder is empty if add() was never called.
+            if (lastTupleBuilder.getSize() != 0) {
+                createAndInsertBTreeTuple();
+            }
+            btreeBulkloader.end();
+
+            if (currentPage != null) {
+                currentPage.releaseWriteLatch();
+                bufferCache.unpin(currentPage);
+            }
+            invListsMaxPageId = currentPageId;
+        }
+    }
+
+    @Override
+    public IBufferCache getBufferCache() {
+        return bufferCache;
+    }
+
+    public int getInvListsFileId() {
+        return fileId;
+    }
+
+    public int getInvListsMaxPageId() {
+        return invListsMaxPageId;
+    }
+    
+    public IBinaryComparatorFactory[] getInvListCmpFactories() {
+        return invListCmpFactories;
+    }
+
+    public ITypeTraits[] getInvListTypeTraits() {
+        return invListTypeTraits;
+    }
+
+    public BTree getBTree() {
+        return btree;
+    }
+
+    public class OnDiskInvertedIndexAccessor implements IInvertedIndexAccessor {
+        private final OnDiskInvertedIndex index;
+        private final IInvertedIndexSearcher searcher;
+        private final IIndexOpContext opCtx = new OnDiskInvertedIndexOpContext(btree);
+
+        public OnDiskInvertedIndexAccessor(OnDiskInvertedIndex index) {
+            this.index = index;
+            this.searcher = new TOccurrenceSearcher(ctx, index);
+        }
+
+        @Override
+        public IIndexCursor createSearchCursor() {
+            return new OnDiskInvertedIndexSearchCursor(searcher);
+        }
+
+        @Override
+        public void search(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException,
+                IndexException {
+            searcher.search((OnDiskInvertedIndexSearchCursor) cursor, (InvertedIndexSearchPredicate) searchPred, opCtx);
+        }
+
+        @Override
+        public IInvertedListCursor createInvertedListCursor() {
+            return index.createInvertedListCursor();
+        }
+
+        @Override
+        public void openInvertedListCursor(IInvertedListCursor listCursor, ITupleReference searchKey)
+                throws HyracksDataException, IndexException {
+            index.openInvertedListCursor(listCursor, searchKey, opCtx);
+        }
+
+        @Override
+        public IIndexCursor createRangeSearchCursor() {
+            return new OnDiskInvertedIndexRangeSearchCursor(index, opCtx);
+        }
+        
+        @Override
+        public void rangeSearch(IIndexCursor cursor, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+            OnDiskInvertedIndexRangeSearchCursor rangeSearchCursor = (OnDiskInvertedIndexRangeSearchCursor) cursor;
+            rangeSearchCursor.open(null, searchPred);
+        }
+        
+        @Override
+        public void insert(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Insert not supported by inverted index.");
+        }
+
+        @Override
+        public void update(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Update not supported by inverted index.");
+        }
+
+        @Override
+        public void delete(ITupleReference tuple) throws HyracksDataException, IndexException {
+            throw new UnsupportedOperationException("Delete not supported by inverted index.");
+        }
+
+        @Override
+        public void upsert(ITupleReference tuple) throws HyracksDataException, TreeIndexException {
+            throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+        }
+    }
+
+    @Override
+    public IIndexAccessor createAccessor(IModificationOperationCallback modificationCallback,
+            ISearchOperationCallback searchCallback) {
+        return new OnDiskInvertedIndexAccessor(this);
+    }
+
+    @Override
+    public IndexType getIndexType() {
+        return IndexType.INVERTED;
+    }
+
+    // This is just a dummy hyracks context for allocating frames for temporary
+    // results during inverted index searches.
+    // TODO: In the future we should use the real HyracksTaskContext to track
+    // frame usage.
+    public static class DefaultHyracksCommonContext implements IHyracksCommonContext {
+        private final int FRAME_SIZE = 32768;
+
+        @Override
+        public int getFrameSize() {
+            return FRAME_SIZE;
+        }
+
+        @Override
+        public IIOManager getIOManager() {
+            return null;
+        }
+
+        @Override
+        public ByteBuffer allocateFrame() {
+            return ByteBuffer.allocate(FRAME_SIZE);
+        }
+    }
+
+    @Override
+    public IIndexBulkLoader createBulkLoader(float fillFactor, boolean verifyInput) throws IndexException {
+        try {
+            return new OnDiskInvertedIndexBulkLoader(fillFactor, verifyInput, rootPageId, fileId);
+        } catch (HyracksDataException e) {
+            throw new InvertedIndexException(e);
+        }
+    }
+
+    @Override
+    public void validate() throws HyracksDataException {
+        btree.validate();
+        // Scan the btree and validate the order of elements in each inverted-list.
+        IIndexAccessor btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE,
+                NoOpOperationCallback.INSTANCE);
+        IIndexCursor btreeCursor = btreeAccessor.createSearchCursor();
+        MultiComparator btreeCmp = MultiComparator.create(btree.getComparatorFactories());
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, btreeCmp, btreeCmp);
+        int[] fieldPermutation = new int[tokenTypeTraits.length];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            fieldPermutation[i] = i;
+        }
+        PermutingTupleReference tokenTuple = new PermutingTupleReference(fieldPermutation);
+
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IInvertedListCursor invListCursor = invIndexAccessor.createInvertedListCursor();
+        MultiComparator invListCmp = MultiComparator.create(invListCmpFactories);
+        
+        try {
+            // Search key for finding an inverted-list in the actual index.
+            ArrayTupleBuilder prevBuilder = new ArrayTupleBuilder(invListTypeTraits.length);
+            ArrayTupleReference prevTuple = new ArrayTupleReference();
+            btreeAccessor.search(btreeCursor, rangePred);
+            while (btreeCursor.hasNext()) {
+                btreeCursor.next();
+                tokenTuple.reset(btreeCursor.getTuple());
+                // Validate inverted list by checking that the elements are totally ordered.
+                invIndexAccessor.openInvertedListCursor(invListCursor, tokenTuple);
+                invListCursor.pinPages();
+                try {
+                    if (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Initialize prev tuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                    while (invListCursor.hasNext()) {
+                        invListCursor.next();
+                        ITupleReference invListElement = invListCursor.getTuple();
+                        // Compare with previous element.
+                        if (invListCmp.compare(invListElement, prevTuple) <= 0) {
+                            throw new HyracksDataException("Index validation failed.");
+                        }
+                        // Set new prevTuple.
+                        TupleUtils.copyTuple(prevBuilder, invListElement, invListElement.getFieldCount());
+                        prevTuple.reset(prevBuilder.getFieldEndOffsets(), prevBuilder.getByteArray());
+                    }
+                } finally {
+                    invListCursor.unpinPages();
+                }
+            }
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        } finally {
+            btreeCursor.close();
+        }
+    }
+
+    @Override
+    public long getInMemorySize() {
+        return 0;
+    }
+
+    private static ITypeTraits[] getBTreeTypeTraits(ITypeTraits[] tokenTypeTraits) {
+        ITypeTraits[] btreeTypeTraits = new ITypeTraits[tokenTypeTraits.length + btreeValueTypeTraits.length];
+        // Set key type traits.
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            btreeTypeTraits[i] = tokenTypeTraits[i];
+        }
+        // Set value type traits.
+        for (int i = 0; i < btreeValueTypeTraits.length; i++) {
+            btreeTypeTraits[i + tokenTypeTraits.length] = btreeValueTypeTraits[i];
+        }
+        return btreeTypeTraits;
+    }
+
+    @Override
+    public ITypeTraits[] getTokenTypeTraits() {
+        return tokenTypeTraits;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getTokenCmpFactories() {
+        return tokenCmpFactories;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
new file mode 100644
index 0000000..5401519
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexFactory.java
@@ -0,0 +1,61 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.IndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexFileNameMapper;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class OnDiskInvertedIndexFactory extends IndexFactory<IInvertedIndex> {
+
+    protected final IInvertedListBuilderFactory invListBuilderFactory;
+    protected final ITypeTraits[] invListTypeTraits;
+    protected final IBinaryComparatorFactory[] invListCmpFactories;
+    protected final ITypeTraits[] tokenTypeTraits;
+    protected final IBinaryComparatorFactory[] tokenCmpFactories;
+    protected final IInvertedIndexFileNameMapper fileNameMapper;
+
+    public OnDiskInvertedIndexFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
+            IInvertedListBuilderFactory invListBuilderFactory, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IInvertedIndexFileNameMapper fileNameMapper) {
+        super(bufferCache, fileMapProvider, null);
+        this.invListBuilderFactory = invListBuilderFactory;
+        this.invListTypeTraits = invListTypeTraits;
+        this.invListCmpFactories = invListCmpFactories;
+        this.tokenTypeTraits = tokenTypeTraits;
+        this.tokenCmpFactories = tokenCmpFactories;
+        this.fileNameMapper = fileNameMapper;
+    }
+
+    @Override
+    public IInvertedIndex createIndexInstance(FileReference dictBTreeFile) throws IndexException {
+        String invListsFilePath = fileNameMapper.getInvListsFilePath(dictBTreeFile.getFile().getPath());
+        FileReference invListsFile = new FileReference(new File(invListsFilePath));
+        IInvertedListBuilder invListBuilder = invListBuilderFactory.create();
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, invListBuilder, invListTypeTraits,
+                invListCmpFactories, tokenTypeTraits, tokenCmpFactories, dictBTreeFile, invListsFile);
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
new file mode 100644
index 0000000..6b2f74e
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexOpContext.java
@@ -0,0 +1,50 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+
+public class OnDiskInvertedIndexOpContext implements IIndexOpContext {
+
+    public final RangePredicate btreePred = new RangePredicate(null, null, true, true, null, null);
+    public IIndexAccessor btreeAccessor;
+    public IIndexCursor btreeCursor;
+    public MultiComparator searchCmp;
+
+    public OnDiskInvertedIndexOpContext(BTree btree) {
+        // TODO: Ignore opcallbacks for now.
+        btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        btreeCursor = btreeAccessor.createSearchCursor();
+        searchCmp = MultiComparator.create(btree.getComparatorFactories());
+    }
+
+    @Override
+    public void reset() {
+        // Nothing to be done here, only search operation supported.
+    }
+
+    @Override
+    public void reset(IndexOp newOp) {
+        // Nothing to be done here, only search operation supported.
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
new file mode 100644
index 0000000..15bc2da
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexRangeSearchCursor.java
@@ -0,0 +1,138 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
+import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.tuples.ConcatenatingTupleReference;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+
+/**
+ * Scans a range of tokens, returning tuples containing a token and an inverted-list element.
+ */
+public class OnDiskInvertedIndexRangeSearchCursor implements IIndexCursor {
+
+    private final BTree btree;
+    private final IIndexAccessor btreeAccessor;
+    private final IInvertedIndex invIndex;
+    private final IIndexOpContext opCtx;
+    private final IInvertedListCursor invListCursor;
+    private boolean unpinNeeded;
+    
+    private final IIndexCursor btreeCursor;
+    private RangePredicate btreePred;
+
+    private final PermutingTupleReference tokenTuple;
+    private ConcatenatingTupleReference concatTuple;
+
+    public OnDiskInvertedIndexRangeSearchCursor(IInvertedIndex invIndex, IIndexOpContext opCtx) {
+        this.btree = ((OnDiskInvertedIndex) invIndex).getBTree();
+        this.btreeAccessor = btree.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        this.invIndex = invIndex;
+        this.opCtx = opCtx;
+        // Project away non-token fields of the BTree tuples.
+        int[] fieldPermutation = new int[invIndex.getTokenTypeTraits().length];
+        for (int i = 0; i < invIndex.getTokenTypeTraits().length; i++) {
+            fieldPermutation[i] = i;
+        }
+        tokenTuple = new PermutingTupleReference(fieldPermutation);
+        btreeCursor = btreeAccessor.createSearchCursor();
+        concatTuple = new ConcatenatingTupleReference(2);
+        invListCursor = invIndex.createInvertedListCursor();
+        unpinNeeded = false;
+    }
+
+    @Override
+    public void open(ICursorInitialState initialState, ISearchPredicate searchPred) throws HyracksDataException, IndexException {
+        this.btreePred = (RangePredicate) searchPred;
+        try {
+            btreeAccessor.search(btreeCursor, btreePred);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }        
+        invListCursor.pinPages();
+        unpinNeeded = true;
+    }
+
+    @Override
+    public boolean hasNext() throws HyracksDataException, IndexException {
+        if (invListCursor.hasNext()) {
+            return true;
+        }
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        if (!btreeCursor.hasNext()) {
+            return false;
+        }
+        btreeCursor.next();
+        tokenTuple.reset(btreeCursor.getTuple());
+        try {
+            invIndex.openInvertedListCursor(invListCursor, tokenTuple, opCtx);
+        } catch (IndexException e) {
+            throw new HyracksDataException(e);
+        }
+        invListCursor.pinPages();
+        invListCursor.hasNext();
+        unpinNeeded = true;
+        concatTuple.reset();
+        concatTuple.addTuple(tokenTuple);
+        return true;
+    }
+
+    @Override
+    public void next() throws HyracksDataException {
+        invListCursor.next();
+        if (concatTuple.hasMaxTuples()) {
+            concatTuple.removeLastTuple();
+        }
+        concatTuple.addTuple(invListCursor.getTuple());
+    }
+
+    @Override
+    public void close() throws HyracksDataException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public void reset() throws HyracksDataException, IndexException {
+        if (unpinNeeded) {
+            invListCursor.unpinPages();
+            unpinNeeded = false;
+        }
+        btreeCursor.close();
+    }
+
+    @Override
+    public ITupleReference getTuple() {
+        return concatTuple;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
similarity index 90%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
index 1eeb576..9f9b588 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchCursor.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchCursor.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import java.nio.ByteBuffer;
 import java.util.List;
@@ -24,9 +24,9 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ICursorInitialState;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
 
-public class InvertedIndexSearchCursor implements IIndexCursor {
+public class OnDiskInvertedIndexSearchCursor implements IIndexCursor {
 
     private List<ByteBuffer> resultBuffers;
     private int numResultBuffers;
@@ -36,7 +36,7 @@
     private final IFrameTupleAccessor fta;
     private final FixedSizeTupleReference resultTuple;
     
-    public InvertedIndexSearchCursor(IInvertedIndexSearcher invIndexSearcher) {
+    public OnDiskInvertedIndexSearchCursor(IInvertedIndexSearcher invIndexSearcher) {
         this.invIndexSearcher = invIndexSearcher;
         this.fta = invIndexSearcher.createResultFrameTupleAccessor();
         this.resultTuple = (FixedSizeTupleReference) invIndexSearcher.createResultTupleReference();

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
new file mode 100644
index 0000000..1d260f0
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifier.java
@@ -0,0 +1,36 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+
+public class ConjunctiveSearchModifier implements IInvertedIndexSearchModifier {
+
+    @Override
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens;
+    }
+
+    @Override
+    public int getNumPrefixLists(int numQueryTokens) {
+        return 1;
+    }
+    
+    @Override
+    public String toString() {
+        return "Conjunctive Search Modifier";
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
similarity index 78%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
index 0db6008..83e1f4b 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/ConjunctiveSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/ConjunctiveSearchModifierFactory.java
@@ -13,10 +13,10 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
 
 public class ConjunctiveSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
     private static final long serialVersionUID = 1L;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
similarity index 66%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
index ac109b6..0580319 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifier.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifier.java
@@ -13,13 +13,9 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
 
 public class EditDistanceSearchModifier implements IInvertedIndexSearchModifier {
 
@@ -32,14 +28,13 @@
     }
 
     @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return invListCursors.size() - edThresh * gramLength;
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return numQueryTokens - edThresh * gramLength;
     }
 
     @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        return invListCursors.size() - getOccurrenceThreshold(invListCursors) + 1;
+    public int getNumPrefixLists(int numQueryTokens) {
+        return numQueryTokens - getOccurrenceThreshold(numQueryTokens) + 1;
     }
 
     public int getGramLength() {
@@ -57,4 +52,9 @@
     public void setEdThresh(int edThresh) {
         this.edThresh = edThresh;
     }
+    
+    @Override
+    public String toString() {
+        return "Edit Distance Search Modifier, GramLen: " + gramLength + ", Threshold: " + edThresh;
+    }
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
similarity index 82%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
index 128d9db..879c34e 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/EditDistanceSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/EditDistanceSearchModifierFactory.java
@@ -13,10 +13,10 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
 
 public class EditDistanceSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
similarity index 90%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
index 9e9a2c3..2065691 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/InvertedIndexSearchPredicate.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/InvertedIndexSearchPredicate.java
@@ -13,13 +13,13 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
 
 public class InvertedIndexSearchPredicate implements ISearchPredicate {
     private static final long serialVersionUID = 1L;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
similarity index 61%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
index f42841c..6878f48 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifier.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifier.java
@@ -13,13 +13,9 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
-import java.util.Collections;
-import java.util.List;
-
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
 
 public class JaccardSearchModifier implements IInvertedIndexSearchModifier {
 
@@ -30,17 +26,16 @@
     }
 
     @Override
-    public int getOccurrenceThreshold(List<IInvertedListCursor> invListCursors) {
-        return (int) Math.floor((float) invListCursors.size() * jaccThresh);
+    public int getOccurrenceThreshold(int numQueryTokens) {
+        return (int) Math.floor((float) numQueryTokens * jaccThresh);
     }
 
     @Override
-    public int getPrefixLists(List<IInvertedListCursor> invListCursors) {
-        Collections.sort(invListCursors);
-        if (invListCursors.size() == 0) {
+    public int getNumPrefixLists(int numQueryTokens) {
+        if (numQueryTokens == 0) {
             return 0;
         }
-        return invListCursors.size() - getOccurrenceThreshold(invListCursors) + 1;
+        return numQueryTokens - getOccurrenceThreshold(numQueryTokens) + 1;
     }
 
     public float getJaccThresh() {
@@ -50,4 +45,9 @@
     public void setJaccThresh(float jaccThresh) {
         this.jaccThresh = jaccThresh;
     }
+    
+    @Override
+    public String toString() {
+        return "Jaccard Search Modifier, Threshold: " + jaccThresh;
+    }
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
similarity index 80%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
index bd27c03..270862b 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/searchmodifiers/JaccardSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/JaccardSearchModifierFactory.java
@@ -13,10 +13,10 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifierFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifierFactory;
 
 public class JaccardSearchModifierFactory implements IInvertedIndexSearchModifierFactory {
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
similarity index 85%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
index c5f823a..2caa740 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcher.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcher.java
@@ -13,12 +13,13 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
 import java.io.DataOutput;
 import java.io.IOException;
 import java.nio.ByteBuffer;
 import java.util.ArrayList;
+import java.util.Collections;
 import java.util.List;
 
 import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
@@ -35,20 +36,20 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.api.IBTreeLeafFrame;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTreeRangeSearchCursor;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexOpContext;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearcher;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexSearchCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
 
 // TODO: The search procedure is rather confusing regarding cursor positions, hasNext() calls etc.
 // Needs an overhaul some time.
@@ -66,21 +67,15 @@
     protected List<ByteBuffer> swap = null;
     protected int maxResultBufIdx = 0;
 
-    protected final ITreeIndexFrame leafFrame;
-    protected final ITreeIndexFrame interiorFrame;
-    protected final ITreeIndexCursor btreeCursor;
-    protected final FrameTupleReference searchKey = new FrameTupleReference();
-    protected final RangePredicate btreePred = new RangePredicate(null, null, true, true, null, null);
-    protected final ITreeIndexAccessor btreeAccessor;
-
     protected RecordDescriptor queryTokenRecDesc = new RecordDescriptor(
             new ISerializerDeserializer[] { UTF8StringSerializerDeserializer.INSTANCE });
     protected ArrayTupleBuilder queryTokenBuilder = new ArrayTupleBuilder(queryTokenRecDesc.getFieldCount());
     protected DataOutput queryTokenDos = queryTokenBuilder.getDataOutput();
     protected FrameTupleAppender queryTokenAppender;
     protected ByteBuffer queryTokenFrame;
+    protected final FrameTupleReference searchKey = new FrameTupleReference();
 
-    protected final InvertedIndex invIndex;
+    protected final IInvertedIndex invIndex;
     protected final MultiComparator invListCmp;
     protected final ITypeTraits[] invListFieldsWithCount;
     protected int occurrenceThreshold;
@@ -89,16 +84,12 @@
     protected List<IInvertedListCursor> invListCursorCache = new ArrayList<IInvertedListCursor>(cursorCacheSize);
     protected List<IInvertedListCursor> invListCursors = new ArrayList<IInvertedListCursor>(cursorCacheSize);
 
-    public TOccurrenceSearcher(IHyracksCommonContext ctx, InvertedIndex invIndex) {
+    public TOccurrenceSearcher(IHyracksCommonContext ctx, IInvertedIndex invIndex) {
         this.ctx = ctx;
         this.invIndex = invIndex;
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
 
-        leafFrame = invIndex.getBTree().getLeafFrameFactory().createFrame();
-        interiorFrame = invIndex.getBTree().getInteriorFrameFactory().createFrame();
-
-        btreeCursor = new BTreeRangeSearchCursor((IBTreeLeafFrame) leafFrame, false);
-        ITypeTraits[] invListFields = invIndex.getTypeTraits();
+        ITypeTraits[] invListFields = invIndex.getInvListTypeTraits();
         invListFieldsWithCount = new ITypeTraits[invListFields.length + 1];
         int tmp = 0;
         for (int i = 0; i < invListFields.length; i++) {
@@ -115,23 +106,14 @@
         newResultBuffers.add(ctx.allocateFrame());
         prevResultBuffers.add(ctx.allocateFrame());
 
-        MultiComparator searchCmp = MultiComparator.create(invIndex.getBTree().getComparatorFactories());
-        btreePred.setLowKeyComparator(searchCmp);
-        btreePred.setHighKeyComparator(searchCmp);
-        btreePred.setLowKey(searchKey, true);
-        btreePred.setHighKey(searchKey, true);
-
-        // pre-create cursor objects
+        // Pre-create cursor objects.
         for (int i = 0; i < cursorCacheSize; i++) {
-            invListCursorCache.add(new FixedSizeElementInvertedListCursor(invIndex.getBufferCache(), invIndex
-                    .getInvListsFileId(), invIndex.getTypeTraits()));
+            invListCursorCache.add(invIndex.createInvertedListCursor());
         }
 
         queryTokenAppender = new FrameTupleAppender(ctx.getFrameSize());
         queryTokenFrame = ctx.allocateFrame();
 
-        btreeAccessor = invIndex.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
-                NoOpOperationCallback.INSTANCE);
         currentNumResults = 0;
     }
 
@@ -145,8 +127,8 @@
         currentNumResults = 0;
     }
 
-    public void search(InvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred)
-            throws HyracksDataException, IndexException {
+    public void search(OnDiskInvertedIndexSearchCursor resultCursor, InvertedIndexSearchPredicate searchPred,
+            IIndexOpContext ictx) throws HyracksDataException, IndexException {
         ITupleReference queryTuple = searchPred.getQueryTuple();
         int queryFieldIndex = searchPred.getQueryFieldIndex();
         IInvertedIndexSearchModifier searchModifier = searchPred.getSearchModifier();
@@ -175,37 +157,36 @@
         queryTokenAccessor.reset(queryTokenFrame);
         int numQueryTokens = queryTokenAccessor.getTupleCount();
 
-        // expand cursor cache if necessary
+        // Expand cursor cache if necessary.
         if (numQueryTokens > invListCursorCache.size()) {
             int diff = numQueryTokens - invListCursorCache.size();
             for (int i = 0; i < diff; i++) {
-                invListCursorCache.add(new FixedSizeElementInvertedListCursor(invIndex.getBufferCache(), invIndex
-                        .getInvListsFileId(), invIndex.getTypeTraits()));
+                invListCursorCache.add(invIndex.createInvertedListCursor());
             }
         }
 
         invListCursors.clear();
         for (int i = 0; i < numQueryTokens; i++) {
             searchKey.reset(queryTokenAccessor, i);
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursorCache.get(i));
+            invIndex.openInvertedListCursor(invListCursorCache.get(i), searchKey, ictx);
             invListCursors.add(invListCursorCache.get(i));
         }
-
-        occurrenceThreshold = searchModifier.getOccurrenceThreshold(invListCursors);
-
+        Collections.sort(invListCursors);
+        
+        occurrenceThreshold = searchModifier.getOccurrenceThreshold(invListCursors.size());
         // TODO: deal with panic cases properly
         if (occurrenceThreshold <= 0) {
             throw new OccurrenceThresholdPanicException("Merge Threshold is <= 0. Failing Search.");
         }
-
-        int numPrefixLists = searchModifier.getPrefixLists(invListCursors);
+        
+        int numPrefixLists = searchModifier.getNumPrefixLists(invListCursors.size());
         maxResultBufIdx = mergePrefixLists(numPrefixLists, numQueryTokens);
         maxResultBufIdx = mergeSuffixLists(numPrefixLists, numQueryTokens, maxResultBufIdx);
 
         resultCursor.open(null, searchPred);
     }
 
-    protected int mergePrefixLists(int numPrefixTokens, int numQueryTokens) throws HyracksDataException {
+    protected int mergePrefixLists(int numPrefixTokens, int numQueryTokens) throws HyracksDataException, IndexException {
         int maxPrevBufIdx = 0;
         for (int i = 0; i < numPrefixTokens; i++) {
             swap = prevResultBuffers;
@@ -213,7 +194,7 @@
             newResultBuffers = swap;
             currentNumResults = 0;
 
-            invListCursors.get(i).pinPagesSync();
+            invListCursors.get(i).pinPages();
             maxPrevBufIdx = mergePrefixList(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx, newResultBuffers);
             invListCursors.get(i).unpinPages();
         }
@@ -221,14 +202,14 @@
     }
 
     protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx)
-            throws HyracksDataException {
+            throws HyracksDataException, IndexException {
         for (int i = numPrefixTokens; i < numQueryTokens; i++) {
             swap = prevResultBuffers;
             prevResultBuffers = newResultBuffers;
             newResultBuffers = swap;
 
-            invListCursors.get(i).pinPagesSync();
-            int numInvListElements = invListCursors.get(i).getNumElements();
+            invListCursors.get(i).pinPages();
+            int numInvListElements = invListCursors.get(i).size();
             // should we binary search the next list or should we sort-merge it?
             if (currentNumResults * Math.log(numInvListElements) < currentNumResults + numInvListElements) {
                 maxPrevBufIdx = mergeSuffixListProbe(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
@@ -243,7 +224,7 @@
     }
 
     protected int mergeSuffixListProbe(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
+            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) throws HyracksDataException, IndexException {
 
         int newBufIdx = 0;
         ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
@@ -288,7 +269,9 @@
     }
 
     protected int mergeSuffixListScan(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
+            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens)
+            throws HyracksDataException, IndexException {
+        
         int newBufIdx = 0;
         ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
 
@@ -303,7 +286,7 @@
         resultFrameTupleApp.reset(newCurrentBuffer, true);
 
         int invListTidx = 0;
-        int invListNumTuples = invListCursor.getNumElements();
+        int invListNumTuples = invListCursor.size();
 
         if (invListCursor.hasNext())
             invListCursor.next();
@@ -382,7 +365,8 @@
     }
 
     protected int mergePrefixList(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers) {
+            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers) throws HyracksDataException, IndexException {
+        
         int newBufIdx = 0;
         ByteBuffer newCurrentBuffer = newResultBuffers.get(0);
 
@@ -397,7 +381,7 @@
         resultFrameTupleApp.reset(newCurrentBuffer, true);
 
         int invListTidx = 0;
-        int invListNumTuples = invListCursor.getNumElements();
+        int invListNumTuples = invListCursor.size();
 
         if (invListCursor.hasNext())
             invListCursor.next();
@@ -533,10 +517,10 @@
         return occurrenceThreshold;
     }
 
-    public void printNewResults(int maxResultBufIdx) {
+    public void printNewResults(int maxResultBufIdx, List<ByteBuffer> buffer) {
         StringBuffer strBuffer = new StringBuffer();
         for (int i = 0; i <= maxResultBufIdx; i++) {
-            ByteBuffer testBuf = newResultBuffers.get(i);
+            ByteBuffer testBuf = buffer.get(i);
             resultFrameTupleAcc.reset(testBuf);
             for (int j = 0; j < resultFrameTupleAcc.getTupleCount(); j++) {
                 strBuffer.append(IntegerSerializerDeserializer.getInt(resultFrameTupleAcc.getBuffer().array(),

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixProbeOnly.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixProbeOnly.java
similarity index 85%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixProbeOnly.java
index 957ecc0..630b810 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixProbeOnly.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixProbeOnly.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
 import java.nio.ByteBuffer;
 import java.util.List;
@@ -21,26 +21,28 @@
 import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
 
 public class TOccurrenceSearcherSuffixProbeOnly extends TOccurrenceSearcher {
 
 	protected final MultiComparator invListCmp;
 	
-    public TOccurrenceSearcherSuffixProbeOnly(IHyracksTaskContext ctx, InvertedIndex invIndex) {
+    public TOccurrenceSearcherSuffixProbeOnly(IHyracksTaskContext ctx, OnDiskInvertedIndex invIndex) {
         super(ctx, invIndex);
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
     }
 
-    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException {
+    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException, IndexException {
         for (int i = numPrefixTokens; i < numQueryTokens; i++) {
             swap = prevResultBuffers;
             prevResultBuffers = newResultBuffers;
             newResultBuffers = swap;
             currentNumResults = 0;
 
-            invListCursors.get(i).pinPagesSync();
+            invListCursors.get(i).pinPages();
             maxPrevBufIdx = mergeSuffixListProbe(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
                     newResultBuffers, i, numQueryTokens);
             invListCursors.get(i).unpinPages();
@@ -49,7 +51,7 @@
     }
 
     protected int mergeSuffixListProbe(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
+            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) throws HyracksDataException, IndexException {
 
         int newBufIdx = 0;
         ByteBuffer newCurrentBuffer = newResultBuffers.get(0);

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixScanOnly.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixScanOnly.java
similarity index 89%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixScanOnly.java
index bd9bd60..3640511 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/impls/TOccurrenceSearcherSuffixScanOnly.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/search/TOccurrenceSearcherSuffixScanOnly.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.impls;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search;
 
 import java.nio.ByteBuffer;
 import java.util.List;
@@ -22,26 +22,28 @@
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
 
 public class TOccurrenceSearcherSuffixScanOnly extends TOccurrenceSearcher {
 
 	protected final MultiComparator invListCmp;
 	
-    public TOccurrenceSearcherSuffixScanOnly(IHyracksTaskContext ctx, InvertedIndex invIndex) {
+    public TOccurrenceSearcherSuffixScanOnly(IHyracksTaskContext ctx, OnDiskInvertedIndex invIndex) {
         super(ctx, invIndex);
-        this.invListCmp = MultiComparator.create(invIndex.getInvListElementCmpFactories());
+        this.invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
     }
 
-    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException {
+    protected int mergeSuffixLists(int numPrefixTokens, int numQueryTokens, int maxPrevBufIdx) throws HyracksDataException, IndexException {
         for (int i = numPrefixTokens; i < numQueryTokens; i++) {
             swap = prevResultBuffers;
             prevResultBuffers = newResultBuffers;
             newResultBuffers = swap;
             currentNumResults = 0;
 
-            invListCursors.get(i).pinPagesSync();
+            invListCursors.get(i).pinPages();
             maxPrevBufIdx = mergeSuffixListScan(invListCursors.get(i), prevResultBuffers, maxPrevBufIdx,
                     newResultBuffers, i, numQueryTokens);
             invListCursors.get(i).unpinPages();
@@ -50,7 +52,7 @@
     }
 
     protected int mergeSuffixListScan(IInvertedListCursor invListCursor, List<ByteBuffer> prevResultBuffers,
-            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) {
+            int maxPrevBufIdx, List<ByteBuffer> newResultBuffers, int invListIx, int numQueryTokens) throws HyracksDataException, IndexException {
 
         int newBufIdx = 0;
         ByteBuffer newCurrentBuffer = newResultBuffers.get(0);

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
similarity index 76%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
index c2992f5..7eb62ac 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8StringBinaryTokenizer.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
similarity index 80%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
index 65afa65..c775955 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/AbstractUTF8Token.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8Token.java
@@ -1,22 +1,18 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.DataOutput;
 import java.io.IOException;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
similarity index 60%
copy from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
index 1645d51..ed8935c 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/AbstractUTF8TokenFactory.java
@@ -13,19 +13,20 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-/**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
- */
-public class BTreeUnsortedInputException extends BTreeException {
+public abstract class AbstractUTF8TokenFactory implements ITokenFactory {
 	private static final long serialVersionUID = 1L;
-	
-	public BTreeUnsortedInputException(Exception e) {
-		super(e);
+	protected final byte tokenTypeTag;
+	protected final byte countTypeTag;
+
+	public AbstractUTF8TokenFactory() {
+		tokenTypeTag = -1;
+		countTypeTag = -1;
 	}
-	
-	public BTreeUnsortedInputException(String message) {
-        super(message);
-    }
+
+	public AbstractUTF8TokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		this.tokenTypeTag = tokenTypeTag;
+		this.countTypeTag = countTypeTag;
+	}
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
similarity index 82%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
index 9dacde6..2fa71a5 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizer.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..986d938
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/DelimitedUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,36 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class DelimitedUTF8StringBinaryTokenizerFactory implements IBinaryTokenizerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final boolean ignoreTokenCount;
+    private final boolean sourceHasTypeTag;
+    private final ITokenFactory tokenFactory;
+
+    public DelimitedUTF8StringBinaryTokenizerFactory(boolean ignoreTokenCount, boolean sourceHasTypeTag,
+            ITokenFactory tokenFactory) {
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        this.tokenFactory = tokenFactory;
+    }
+
+    @Override
+    public IBinaryTokenizer createTokenizer() {
+        return new DelimitedUTF8StringBinaryTokenizer(ignoreTokenCount, sourceHasTypeTag, tokenFactory);
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
similarity index 71%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
index b7bb828..ac0a73c 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8NGramToken.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramToken.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.DataOutput;
 import java.io.IOException;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
similarity index 61%
copy from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
index 1645d51..22efc92 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8NGramTokenFactory.java
@@ -13,19 +13,22 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-/**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
- */
-public class BTreeUnsortedInputException extends BTreeException {
+public class HashedUTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
 	private static final long serialVersionUID = 1L;
-	
-	public BTreeUnsortedInputException(Exception e) {
-		super(e);
+
+	public HashedUTF8NGramTokenFactory() {
+		super();
 	}
-	
-	public BTreeUnsortedInputException(String message) {
-        super(message);
-    }
+
+	public HashedUTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
similarity index 78%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
index 42ed053..c7854d7 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/HashedUTF8WordToken.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordToken.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.DataOutput;
 import java.io.IOException;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
similarity index 61%
copy from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
index 1645d51..f551e30 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/HashedUTF8WordTokenFactory.java
@@ -13,19 +13,23 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-/**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
- */
-public class BTreeUnsortedInputException extends BTreeException {
+
+public class HashedUTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
 	private static final long serialVersionUID = 1L;
-	
-	public BTreeUnsortedInputException(Exception e) {
-		super(e);
+
+	public HashedUTF8WordTokenFactory() {
+		super();
 	}
-	
-	public BTreeUnsortedInputException(String message) {
-        super(message);
-    }
+
+	public HashedUTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new HashedUTF8WordToken(tokenTypeTag, countTypeTag);
+	}
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
similarity index 72%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
index 92770d6..281f2c8 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizer.java
@@ -13,10 +13,14 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-import java.io.Serializable;
+public interface IBinaryTokenizer {
+	public IToken getToken();
 
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+	public boolean hasNext();
+
+	public void next();
+
+	public void reset(byte[] data, int start, int length);
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
similarity index 76%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
index 92770d6..9bf1a69 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IBinaryTokenizerFactory.java
@@ -13,10 +13,10 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.Serializable;
 
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+public interface IBinaryTokenizerFactory extends Serializable {
+	public IBinaryTokenizer createTokenizer();
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
similarity index 72%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
index 92770d6..ea7d5b4 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/INGramToken.java
@@ -13,10 +13,12 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-import java.io.Serializable;
+public interface INGramToken {
+	public int getNumPostChars();
 
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+	public int getNumPreChars();
+
+	public void setNumPrePostChars(int numPreChars, int numPostChars);
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
new file mode 100644
index 0000000..63358b6
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IToken.java
@@ -0,0 +1,36 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+import java.io.DataOutput;
+import java.io.IOException;
+
+public interface IToken {
+	public byte[] getData();
+
+	public int getLength();
+
+	public int getStart();
+
+	public int getTokenLength();
+
+	public void reset(byte[] data, int start, int length, int tokenLength,
+			int tokenCount);
+
+	public void serializeToken(DataOutput dos) throws IOException;
+
+	public void serializeTokenCount(DataOutput dos) throws IOException;
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
similarity index 76%
copy from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
index 92770d6..cf94baa 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/api/IInvertedIndexSearchModifierFactory.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/ITokenFactory.java
@@ -13,10 +13,10 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.api;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.Serializable;
 
-public interface IInvertedIndexSearchModifierFactory extends Serializable {
-    public IInvertedIndexSearchModifier createSearchModifier();
+public interface ITokenFactory extends Serializable {
+    public IToken createToken();
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
similarity index 70%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
index 2eb9ff4..6ad2bf9 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/IntArray.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/IntArray.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Rares Vernica <rares (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.util.Arrays;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
similarity index 85%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
index fdfc02f..de47c33 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizer.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
 

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
new file mode 100644
index 0000000..da3d411
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramUTF8StringBinaryTokenizerFactory.java
@@ -0,0 +1,42 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
+
+public class NGramUTF8StringBinaryTokenizerFactory implements IBinaryTokenizerFactory {
+
+    private static final long serialVersionUID = 1L;
+    private final int gramLength;
+    private final boolean usePrePost;
+    private final boolean ignoreTokenCount;
+    private final boolean sourceHasTypeTag;
+    private final ITokenFactory tokenFactory;
+
+    public NGramUTF8StringBinaryTokenizerFactory(int gramLength, boolean usePrePost, boolean ignoreTokenCount,
+            boolean sourceHasTypeTag, ITokenFactory tokenFactory) {
+        this.gramLength = gramLength;
+        this.usePrePost = usePrePost;
+        this.ignoreTokenCount = ignoreTokenCount;
+        this.sourceHasTypeTag = sourceHasTypeTag;
+        this.tokenFactory = tokenFactory;
+    }
+
+    @Override
+    public IBinaryTokenizer createTokenizer() {
+        return new NGramUTF8StringBinaryTokenizer(gramLength, usePrePost, ignoreTokenCount, sourceHasTypeTag,
+                tokenFactory);
+    }
+
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
similarity index 78%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
index 59cadc8..d2a1ed4 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8NGramToken.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramToken.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.DataOutput;
 import java.io.IOException;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
similarity index 62%
copy from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
index 1645d51..299e678 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8NGramTokenFactory.java
@@ -13,19 +13,23 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-/**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
- */
-public class BTreeUnsortedInputException extends BTreeException {
+public class UTF8NGramTokenFactory extends AbstractUTF8TokenFactory {
+
 	private static final long serialVersionUID = 1L;
-	
-	public BTreeUnsortedInputException(Exception e) {
-		super(e);
+
+	public UTF8NGramTokenFactory() {
+		super();
 	}
-	
-	public BTreeUnsortedInputException(String message) {
-        super(message);
-    }
+
+	public UTF8NGramTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8NGramToken(tokenTypeTag, countTypeTag);
+	}
+
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java

diff --git a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
similarity index 65%
rename from hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java
rename to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
index 97a1e12..e29d3bb 100644
--- a/hyracks-storage-am-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/invertedindex/tokenizers/UTF8WordToken.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordToken.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.DataOutput;
 import java.io.IOException;

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java

diff --git a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
similarity index 63%
copy from hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
copy to hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
index 1645d51..45020e9 100644
--- a/hyracks-storage-am-btree/src/main/java/edu/uci/ics/hyracks/storage/am/btree/exceptions/BTreeUnsortedInputException.java
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/UTF8WordTokenFactory.java
@@ -13,19 +13,23 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.btree.exceptions;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
-/**
- * Thrown when trying to bulk load a tree with an unsorted input stream. 
- */
-public class BTreeUnsortedInputException extends BTreeException {
+public class UTF8WordTokenFactory extends AbstractUTF8TokenFactory {
+
 	private static final long serialVersionUID = 1L;
-	
-	public BTreeUnsortedInputException(Exception e) {
-		super(e);
+
+	public UTF8WordTokenFactory() {
+		super();
 	}
-	
-	public BTreeUnsortedInputException(String message) {
-        super(message);
-    }
+
+	public UTF8WordTokenFactory(byte tokenTypeTag, byte countTypeTag) {
+		super(tokenTypeTag, countTypeTag);
+	}
+
+	@Override
+	public IToken createToken() {
+		return new UTF8WordToken(tokenTypeTag, countTypeTag);
+	}
+
 }

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
new file mode 100644
index 0000000..633213a
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexTokenizingTupleIterator.java
@@ -0,0 +1,78 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+
+// TODO: We can possibly avoid copying the data into a new tuple here.
+public class InvertedIndexTokenizingTupleIterator {
+    // Field that is expected to be tokenized.
+    private final int DOC_FIELD_INDEX = 0;
+
+    private final int invListFieldCount;
+    private final ArrayTupleBuilder tupleBuilder;
+    private final ArrayTupleReference tupleReference;
+    private final IBinaryTokenizer tokenizer;
+    private ITupleReference inputTuple;
+
+    public InvertedIndexTokenizingTupleIterator(int tokensFieldCount, int invListFieldCount, IBinaryTokenizer tokenizer) {
+        this.invListFieldCount = invListFieldCount;
+        this.tupleBuilder = new ArrayTupleBuilder(tokensFieldCount + invListFieldCount);
+        this.tupleReference = new ArrayTupleReference();
+        this.tokenizer = tokenizer;
+    }
+
+    public void reset(ITupleReference inputTuple) {
+        this.inputTuple = inputTuple;
+        tokenizer.reset(inputTuple.getFieldData(DOC_FIELD_INDEX), inputTuple.getFieldStart(DOC_FIELD_INDEX),
+                inputTuple.getFieldLength(DOC_FIELD_INDEX));
+    }
+
+    public boolean hasNext() {
+        return tokenizer.hasNext();
+    }
+
+    public void next() throws HyracksDataException {
+        tokenizer.next();
+        IToken token = tokenizer.getToken();
+        tupleBuilder.reset();
+        // Add token field.
+        try {
+            token.serializeToken(tupleBuilder.getDataOutput());
+        } catch (IOException e) {
+            throw new HyracksDataException(e);
+        }
+        tupleBuilder.addFieldEndOffset();
+        // Add inverted-list element fields.
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleBuilder.addField(inputTuple.getFieldData(i + 1), inputTuple.getFieldStart(i + 1),
+                    inputTuple.getFieldLength(i + 1));
+        }
+        // Reset tuple reference for insert operation.
+        tupleReference.reset(tupleBuilder.getFieldEndOffsets(), tupleBuilder.getByteArray());
+    }
+
+    public ITupleReference getTuple() {
+        return tupleReference;
+    }
+}

hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java

diff --git a/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
new file mode 100644
index 0000000..02b325a
--- /dev/null
+++ b/hyracks-storage-am-lsm-invertedindex/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/InvertedIndexUtils.java
@@ -0,0 +1,115 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IIOManager;
+import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeException;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
+import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeNSMInteriorFrameFactory;
+import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
+import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManager;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManagerFactory;
+import edu.uci.ics.hyracks.storage.am.common.tuples.TypeAwareTupleWriterFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory.InMemoryInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeElementInvertedListBuilderFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.OnDiskInvertedIndexFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+
+public class InvertedIndexUtils {
+    
+    public static InMemoryInvertedIndex createInMemoryBTreeInvertedindex(IBufferCache memBufferCache,
+            IFreePageManager memFreePageManager, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, IBinaryTokenizerFactory tokenizerFactory) throws BTreeException {
+        return new InMemoryInvertedIndex(memBufferCache, memFreePageManager, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory);
+    }
+
+    public static OnDiskInvertedIndex createOnDiskInvertedIndex(IBufferCache bufferCache,
+            IFileMapProvider fileMapProvider, ITypeTraits[] invListTypeTraits,
+            IBinaryComparatorFactory[] invListCmpFactories, ITypeTraits[] tokenTypeTraits,
+            IBinaryComparatorFactory[] tokenCmpFactories, FileReference invListsFile) throws IndexException {
+        IInvertedListBuilder builder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = getBTreeFile(invListsFile);
+        return new OnDiskInvertedIndex(bufferCache, fileMapProvider, builder, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, btreeFile, invListsFile);
+    }
+
+    public static FileReference getBTreeFile(FileReference invListsFile) {
+        return new FileReference(new File(invListsFile.getFile().getPath() + "_btree"));
+    }
+    
+    public static LSMInvertedIndex createLSMInvertedIndex(InMemoryBufferCache memBufferCache,
+            InMemoryFreePageManager memFreePageManager, IFileMapProvider diskFileMapProvider,
+            ITypeTraits[] invListTypeTraits, IBinaryComparatorFactory[] invListCmpFactories,
+            ITypeTraits[] tokenTypeTraits, IBinaryComparatorFactory[] tokenCmpFactories,
+            IBinaryTokenizerFactory tokenizerFactory, IBufferCache diskBufferCache,
+            IIOManager ioManager, String onDiskDir,
+            ILSMFlushController flushController, ILSMMergePolicy mergePolicy, ILSMOperationTracker opTracker,
+            ILSMIOOperationScheduler ioScheduler) throws IndexException {
+
+        TypeAwareTupleWriterFactory tupleWriterFactory = new TypeAwareTupleWriterFactory(invListTypeTraits);
+        ITreeIndexFrameFactory leafFrameFactory = BTreeUtils.getLeafFrameFactory(tupleWriterFactory,
+                BTreeLeafFrameType.REGULAR_NSM);
+        ITreeIndexFrameFactory interiorFrameFactory = new BTreeNSMInteriorFrameFactory(tupleWriterFactory);
+        ITreeIndexMetaDataFrameFactory metaFrameFactory = new LIFOMetaDataFrameFactory();
+        LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
+                metaFrameFactory);
+        BTreeFactory deletedKeysBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+                freePageManagerFactory, interiorFrameFactory, leafFrameFactory, invListCmpFactories,
+                invListCmpFactories.length);
+
+        FileReference onDiskDirFileRef = new FileReference(new File(onDiskDir));
+        LSMInvertedIndexFileManager fileManager = new LSMInvertedIndexFileManager(ioManager, diskFileMapProvider,
+                onDiskDirFileRef, deletedKeysBTreeFactory);
+
+        IInvertedListBuilderFactory invListBuilderFactory = new FixedSizeElementInvertedListBuilderFactory(
+                invListTypeTraits);
+        OnDiskInvertedIndexFactory invIndexFactory = new OnDiskInvertedIndexFactory(diskBufferCache,
+                diskFileMapProvider, invListBuilderFactory, invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                tokenCmpFactories, fileManager);
+
+        LSMInvertedIndex invIndex = new LSMInvertedIndex(memBufferCache, memFreePageManager, invIndexFactory,
+                deletedKeysBTreeFactory, fileManager, diskFileMapProvider, invListTypeTraits, invListCmpFactories,
+                tokenTypeTraits, tokenCmpFactories, tokenizerFactory, flushController, mergePolicy, opTracker,
+                ioScheduler);
+        return invIndex;
+    }
+}

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
index 12d20ce..53769b6 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/dataflow/AbstractLSMRTreeDataflowHelper.java
@@ -33,8 +33,8 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
-import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeInMemoryBufferCache;
-import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
@@ -84,9 +84,9 @@
     @Override
     public ITreeIndex createIndexInstance() throws HyracksDataException {
         ITreeIndexMetaDataFrameFactory metaDataFrameFactory = new LIFOMetaDataFrameFactory();
-        InMemoryBufferCache memBufferCache = new LSMRTreeInMemoryBufferCache(new HeapBufferAllocator(), memPageSize,
+        InMemoryBufferCache memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize,
                 memNumPages);
-        InMemoryFreePageManager memFreePageManager = new LSMRTreeInMemoryFreePageManager(memNumPages,
+        InMemoryFreePageManager memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages,
                 metaDataFrameFactory);
 
         return createLSMTree(memBufferCache, memFreePageManager, ctx.getIOManager(), file, opDesc.getStorageManager()

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
index 9473fef..b39d337 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/AbstractLSMRTree.java
@@ -33,23 +33,23 @@
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexType;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.IndexOp;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndex;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BlockingIOOperationCallback;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeInteriorFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.api.IRTreeLeafFrame;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
@@ -95,13 +95,13 @@
     protected TreeTupleSorter rTreeTupleSorter = null;
 
     // On-disk components.
-    protected final ILSMFileManager fileManager;
+    protected final ILSMIndexFileManager fileManager;
     protected final IBufferCache diskBufferCache;
     protected final IFileMapProvider diskFileMapProvider;
     // For creating RTree's used in flush and merge.
-    protected final TreeFactory<RTree> diskRTreeFactory;
+    protected final TreeIndexFactory<RTree> diskRTreeFactory;
     // List of LSMRTreeComponent instances. Using Object for better sharing via
-    // ILSMTree + LSMHarness.
+    // ILSMIndex + LSMHarness.
     protected final LinkedList<Object> diskComponents = new LinkedList<Object>();
     // Helps to guarantees physical consistency of LSM components.
     protected final ILSMComponentFinalizer componentFinalizer;
@@ -120,7 +120,7 @@
     public AbstractLSMRTree(IBufferCache memBufferCache, InMemoryFreePageManager memFreePageManager,
             ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
             ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
-            ILSMFileManager fileManager, TreeFactory<RTree> diskRTreeFactory, IFileMapProvider diskFileMapProvider,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<RTree> diskRTreeFactory, IFileMapProvider diskFileMapProvider,
             ILSMComponentFinalizer componentFinalizer, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
             IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
             int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMFlushController flushController,
@@ -221,7 +221,7 @@
     }
 
     @SuppressWarnings("rawtypes")
-    protected ITreeIndex createDiskTree(TreeFactory diskTreeFactory, FileReference fileRef, boolean createTree)
+    protected ITreeIndex createDiskTree(TreeIndexFactory diskTreeFactory, FileReference fileRef, boolean createTree)
             throws HyracksDataException {
         // Create new tree instance.
         ITreeIndex diskTree = diskTreeFactory.createIndexInstance(fileRef);
@@ -268,8 +268,9 @@
         return memComponent.getRTree().getFileId();
     }
 
+    @Override
     public boolean insertUpdateOrDelete(ITupleReference tuple, IIndexOpContext ictx) throws HyracksDataException,
-            TreeIndexException {
+            IndexException {
         LSMRTreeOpContext ctx = (LSMRTreeOpContext) ictx;
         if (ctx.getIndexOp() == IndexOp.PHYSICALDELETE) {
             throw new UnsupportedOperationException("Physical delete not yet supported in LSM R-tree");

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
index db5c197..335a847 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTree.java
@@ -41,7 +41,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
@@ -51,7 +51,7 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeFileManager.LSMRTreeFileNameComponent;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree.RTreeBulkLoader;
@@ -64,12 +64,12 @@
 
     // On-disk components.
     // For creating BTree's used in flush and merge.
-    private final TreeFactory<BTree> diskBTreeFactory;
+    private final TreeIndexFactory<BTree> diskBTreeFactory;
 
     public LSMRTree(IBufferCache memBufferCache, InMemoryFreePageManager memFreePageManager,
             ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
             ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
-            ILSMFileManager fileManager, TreeFactory<RTree> diskRTreeFactory, TreeFactory<BTree> diskBTreeFactory,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<RTree> diskRTreeFactory, TreeIndexFactory<BTree> diskBTreeFactory,
             IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
             IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
             int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMFlushController flushController,
@@ -409,7 +409,7 @@
         }
 
         @Override
-        public void end() throws HyracksDataException {
+        public void end() throws HyracksDataException, IndexException {
             bulkLoader.end();
             LSMRTreeComponent diskComponent = new LSMRTreeComponent(diskRTree, diskBTree);
             lsmHarness.addBulkLoadedComponent(diskComponent);

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
index 59dcf2e..84ee50f 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeFileManager.java
@@ -29,16 +29,16 @@
 import edu.uci.ics.hyracks.api.io.IODeviceHandle;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeFileManager;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class LSMRTreeFileManager extends LSMTreeFileManager {
+public class LSMRTreeFileManager extends LSMIndexFileManager {
     private static final String RTREE_STRING = "r";
     private static final String BTREE_STRING = "b";
 
-    private final TreeFactory<? extends ITreeIndex> rtreeFactory;
-    private final TreeFactory<? extends ITreeIndex> btreeFactory;
+    private final TreeIndexFactory<? extends ITreeIndex> rtreeFactory;
+    private final TreeIndexFactory<? extends ITreeIndex> btreeFactory;
 
     private static FilenameFilter btreeFilter = new FilenameFilter() {
         public boolean accept(File dir, String name) {
@@ -53,7 +53,7 @@
     };
 
     public LSMRTreeFileManager(IIOManager ioManager, IFileMapProvider fileMapProvider, FileReference file,
-            TreeFactory<? extends ITreeIndex> rtreeFactory, TreeFactory<? extends ITreeIndex> btreeFactory) {
+            TreeIndexFactory<? extends ITreeIndex> rtreeFactory, TreeIndexFactory<? extends ITreeIndex> btreeFactory) {
         super(ioManager, fileMapProvider, file, null);
         this.rtreeFactory = rtreeFactory;
         this.btreeFactory = btreeFactory;

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
index 37ee010..28c6586 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuples.java
@@ -42,7 +42,7 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationCallback;
@@ -54,7 +54,7 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMMergeOperation;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexComponentFinalizer;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree.RTreeBulkLoader;
@@ -70,12 +70,12 @@
     // On-disk components.
     // For creating RTree's used in bulk load. Different from diskRTreeFactory
     // because it should have a different tuple writer in it's leaf frames.
-    private final TreeFactory<RTree> bulkLoadRTreeFactory;
+    private final TreeIndexFactory<RTree> bulkLoadRTreeFactory;
 
     public LSMRTreeWithAntiMatterTuples(IBufferCache memBufferCache, InMemoryFreePageManager memFreePageManager,
             ITreeIndexFrameFactory rtreeInteriorFrameFactory, ITreeIndexFrameFactory rtreeLeafFrameFactory,
             ITreeIndexFrameFactory btreeInteriorFrameFactory, ITreeIndexFrameFactory btreeLeafFrameFactory,
-            ILSMFileManager fileManager, TreeFactory<RTree> diskRTreeFactory, TreeFactory<RTree> bulkLoadRTreeFactory,
+            ILSMIndexFileManager fileManager, TreeIndexFactory<RTree> diskRTreeFactory, TreeIndexFactory<RTree> bulkLoadRTreeFactory,
             IFileMapProvider diskFileMapProvider, int fieldCount, IBinaryComparatorFactory[] rtreeCmpFactories,
             IBinaryComparatorFactory[] btreeCmpFactories, ILinearizeComparatorFactory linearizer,
             int[] comparatorFields, IBinaryComparatorFactory[] linearizerArray, ILSMFlushController flushController,
@@ -361,7 +361,7 @@
         }
 
         @Override
-        public void end() throws HyracksDataException {
+        public void end() throws HyracksDataException, IndexException {
             bulkLoader.end();
             lsmHarness.addBulkLoadedComponent(diskRTree);
         }

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
index 4b34dc9..11fd697 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/LSMRTreeWithAntiMatterTuplesSearchCursor.java
@@ -15,7 +15,6 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.rtree.impls;
 
-import java.util.Comparator;
 import java.util.PriorityQueue;
 
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
@@ -39,13 +38,12 @@
     private BTreeRangeSearchCursor memBTreeCursor;
     private RangePredicate btreeRangePredicate;
     private ITreeIndexAccessor memBTreeAccessor;
-    protected PriorityQueueHilbertComparator pqCmp;
     private boolean foundNext;
     private ITupleReference frameTuple;
     private int[] comparatorFields;
     private MultiComparator btreeCmp;
 
-    public void initPriorityQueue() throws HyracksDataException {
+    public void initPriorityQueue() throws HyracksDataException, IndexException {
         int pqInitSize = (rangeCursors.length > 0) ? rangeCursors.length : 1;
         outputPriorityQueue = new PriorityQueue<PriorityQueueElement>(pqInitSize, pqCmp);
         for (int i = 0; i < rangeCursors.length; i++) {
@@ -82,7 +80,7 @@
     }
 
     @Override
-    public boolean hasNext() throws HyracksDataException {
+    public boolean hasNext() throws HyracksDataException, IndexException {
         if (includeMemComponent) {
             if (foundNext) {
                 return true;
@@ -133,7 +131,7 @@
     }
 
     @Override
-    public void reset() throws HyracksDataException {
+    public void reset() throws HyracksDataException, IndexException {
         if (includeMemComponent) {
             memRTreeCursor.reset();
             memBTreeCursor.reset();
@@ -185,13 +183,12 @@
         }
     }
 
-    public class PriorityQueueHilbertComparator implements Comparator<PriorityQueueElement> {
+    public class PriorityQueueHilbertComparator extends PriorityQueueComparator {
 
-        private final MultiComparator cmp;
         private final int[] comparatorFields;
 
         public PriorityQueueHilbertComparator(MultiComparator cmp, int[] comparatorFields) {
-            this.cmp = cmp;
+            super(cmp);
             this.comparatorFields = comparatorFields;
         }
 
@@ -207,10 +204,6 @@
                 return -1;
             }
         }
-
-        public MultiComparator getMultiComparator() {
-            return cmp;
-        }
     }
 
 }

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
index 1f2dabf..4adbffb 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/impls/RTreeFactory.java
@@ -19,12 +19,12 @@
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IFreePageManagerFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrameFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 
-public class RTreeFactory extends TreeFactory<RTree> {
+public class RTreeFactory extends TreeIndexFactory<RTree> {
 
     public RTreeFactory(IBufferCache bufferCache, IFileMapProvider fileMapProvider,
             IFreePageManagerFactory freePageManagerFactory, ITreeIndexFrameFactory interiorFrameFactory,

hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java

diff --git a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
index f49cc87..926c4ea 100644
--- a/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
+++ b/hyracks-storage-am-lsm-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/utils/LSMRTreeUtils.java
@@ -31,15 +31,15 @@
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
 import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
 import edu.uci.ics.hyracks.storage.am.common.freepage.LinkedListFreePageManagerFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.BTreeFactory;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeFileManager;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeFileManager;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
@@ -80,10 +80,10 @@
         LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
                 metaFrameFactory);
 
-        TreeFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
                 typeTraits.length);
-        TreeFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<BTree> diskBTreeFactory = new BTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, btreeCmpFactories,
                 typeTraits.length);
 
@@ -91,7 +91,7 @@
         int[] comparatorFields = { 0 };
         IBinaryComparatorFactory[] linearizerArray = { linearizer };
 
-        ILSMFileManager fileNameManager = new LSMRTreeFileManager(ioManager, diskFileMapProvider, file,
+        ILSMIndexFileManager fileNameManager = new LSMRTreeFileManager(ioManager, diskFileMapProvider, file,
                 diskRTreeFactory, diskBTreeFactory);
         LSMRTree lsmTree = new LSMRTree(memBufferCache, memFreePageManager, rtreeInteriorFrameFactory,
                 rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory, fileNameManager,
@@ -129,11 +129,11 @@
         LinkedListFreePageManagerFactory freePageManagerFactory = new LinkedListFreePageManagerFactory(diskBufferCache,
                 metaFrameFactory);
 
-        TreeFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<RTree> diskRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, rtreeInteriorFrameFactory, copyTupleLeafFrameFactory, rtreeCmpFactories,
                 typeTraits.length);
 
-        TreeFactory<RTree> bulkLoadRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
+        TreeIndexFactory<RTree> bulkLoadRTreeFactory = new RTreeFactory(diskBufferCache, diskFileMapProvider,
                 freePageManagerFactory, rtreeInteriorFrameFactory, rtreeLeafFrameFactory, rtreeCmpFactories,
                 typeTraits.length);
 
@@ -143,7 +143,7 @@
         int[] comparatorFields = { 0, btreeCmpFactories.length - 1 };
         IBinaryComparatorFactory[] linearizerArray = { linearizer, btreeCmpFactories[btreeCmpFactories.length - 1] };
 
-        ILSMFileManager fileNameManager = new LSMTreeFileManager(ioManager, diskFileMapProvider, file, diskRTreeFactory);
+        ILSMIndexFileManager fileNameManager = new LSMIndexFileManager(ioManager, diskFileMapProvider, file, diskRTreeFactory);
         LSMRTreeWithAntiMatterTuples lsmTree = new LSMRTreeWithAntiMatterTuples(memBufferCache, memFreePageManager,
                 rtreeInteriorFrameFactory, rtreeLeafFrameFactory, btreeInteriorFrameFactory, btreeLeafFrameFactory,
                 fileNameManager, diskRTreeFactory, bulkLoadRTreeFactory, diskFileMapProvider, typeTraits.length,

hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java

diff --git a/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java b/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
index 3781037..6ac7964 100644
--- a/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
+++ b/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/dataflow/RTreeSearchOperatorNodePushable.java
@@ -20,9 +20,9 @@
 import edu.uci.ics.hyracks.storage.am.common.api.IOperationCallbackProvider;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.AbstractTreeIndexOperatorDescriptor;
-import edu.uci.ics.hyracks.storage.am.common.dataflow.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.dataflow.TreeIndexSearchOperatorNodePushable;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingFrameTupleReference;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
 

hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java

diff --git a/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java b/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
index 71da984..7f2e0b6 100644
--- a/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
+++ b/hyracks-storage-am-rtree/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/impls/RTree.java
@@ -736,7 +736,7 @@
     }
 
     private void search(ITreeIndexCursor cursor, ISearchPredicate searchPred, RTreeOpContext ctx)
-            throws HyracksDataException, TreeIndexException {
+            throws HyracksDataException, IndexException {
         ctx.reset();
         ctx.cursor = cursor;
 

hyracks-test-support/pom.xml

diff --git a/hyracks-test-support/pom.xml b/hyracks-test-support/pom.xml
index 12aa45d..5f17e7c 100644
--- a/hyracks-test-support/pom.xml
+++ b/hyracks-test-support/pom.xml
@@ -52,7 +52,7 @@
   	</dependency>
   	<dependency>
   		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
+  		<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
   		<version>0.2.1-SNAPSHOT</version>
   		<type>jar</type>
   		<scope>compile</scope>

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
index a93efa6..54d0c93 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexExamplesTest.java
@@ -35,10 +35,10 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
-import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeUnsortedInputException;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.api.UnsortedInputException;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
@@ -605,7 +605,7 @@
             	TupleUtils.createIntegerTuple(tb, tuple, key, 5);
             	try {
             		bulkLoader.add(tuple);
-            	} catch (BTreeUnsortedInputException e) {
+            	} catch (UnsortedInputException e) {
             		if (j != i) {
             			fail("Unexpected exception: " + e.getMessage());
             		}

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
index d1c9293..f6a6ee0 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexMultiThreadTest.java
@@ -26,16 +26,14 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexMultiThreadTestDriver;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
 
 @SuppressWarnings("rawtypes")
@@ -55,25 +53,15 @@
 
     protected abstract void tearDown() throws HyracksDataException;
 
-    protected abstract ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+    protected abstract IIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
             throws TreeIndexException;
 
-    protected abstract ITreeIndexTestWorkerFactory getWorkerFactory();
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
 
     protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
 
     protected abstract String getIndexTypeName();
 
-    protected abstract FileReference getFileReference();
-
-    protected static float[] getUniformOpProbs(TestOperation[] ops) {
-        float[] opProbs = new float[ops.length];
-        for (int i = 0; i < ops.length; i++) {
-            opProbs[i] = 1.0f / (float) ops.length;
-        }
-        return opProbs;
-    }
-
     protected void runTest(ISerializerDeserializer[] fieldSerdes, int numKeys, int numThreads, TestWorkloadConf conf,
             String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
         setUp();
@@ -87,15 +75,15 @@
         ITypeTraits[] typeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
         IBinaryComparatorFactory[] cmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes, numKeys);
 
-        ITreeIndex index = createTreeIndex(typeTraits, cmpFactories);
-        ITreeIndexTestWorkerFactory workerFactory = getWorkerFactory();
+        IIndex index = createIndex(typeTraits, cmpFactories);
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
 
         // 4 batches per thread.
         int batchSize = (NUM_OPERATIONS / numThreads) / 4;
 
-        TreeIndexMultiThreadTestDriver driver = new TreeIndexMultiThreadTestDriver(index, workerFactory, fieldSerdes,
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes,
                 conf.ops, conf.opProbs);
-        driver.init(getFileReference());
+        driver.init();
         long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
         index.validate();
         driver.deinit();

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
index f75a1f1..9c08905 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestContext.java
@@ -20,16 +20,16 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestContext;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.IndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 
 @SuppressWarnings("rawtypes")
-public abstract class OrderedIndexTestContext extends TreeIndexTestContext<CheckTuple> {
+public abstract class OrderedIndexTestContext extends IndexTestContext<CheckTuple> {
 
     protected final TreeSet<CheckTuple> checkTuples = new TreeSet<CheckTuple>();
 
-    public OrderedIndexTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
-        super(fieldSerdes, treeIndex);
+    public OrderedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) {
+        super(fieldSerdes, index);
     }
 
     public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
index 9909e2f..04c64fe 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/btree/OrderedIndexTestUtils.java
@@ -7,8 +7,8 @@
 import java.io.DataInputStream;
 import java.util.Collection;
 import java.util.Iterator;
-import java.util.NavigableSet;
 import java.util.Random;
+import java.util.SortedSet;
 import java.util.TreeSet;
 import java.util.logging.Level;
 import java.util.logging.Logger;
@@ -25,7 +25,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
@@ -51,39 +51,28 @@
     }
 
     @SuppressWarnings("unchecked")
-    // Create a new TreeSet containing the elements satisfying the prefix
-    // search.
+    // Create a new TreeSet containing the elements satisfying the prefix search.
     // Implementing prefix search by changing compareTo() in CheckTuple does not
     // work.
-    public static TreeSet<CheckTuple> getPrefixExpectedSubset(TreeSet<CheckTuple> checkTuples, CheckTuple lowKey,
+    public static SortedSet<CheckTuple> getPrefixExpectedSubset(TreeSet<CheckTuple> checkTuples, CheckTuple lowKey,
             CheckTuple highKey) {
-        TreeSet<CheckTuple> expectedSubset = new TreeSet<CheckTuple>();
-        Iterator<CheckTuple> iter = checkTuples.iterator();
-        while (iter.hasNext()) {
-            CheckTuple t = iter.next();
-            boolean geLowKey = true;
-            boolean leHighKey = true;
-            for (int i = 0; i < lowKey.getNumKeys(); i++) {
-                if (t.getField(i).compareTo(lowKey.getField(i)) < 0) {
-                    geLowKey = false;
-                    break;
-                }
-            }
-            for (int i = 0; i < highKey.getNumKeys(); i++) {
-                if (t.getField(i).compareTo(highKey.getField(i)) > 0) {
-                    leHighKey = false;
-                    break;
-                }
-            }
-            if (geLowKey && leHighKey) {
-                expectedSubset.add(t);
-            }
+        lowKey.setIsHighKey(false);
+        highKey.setIsHighKey(true);
+        CheckTuple low = checkTuples.ceiling(lowKey);
+        CheckTuple high = checkTuples.floor(highKey);
+        if (low == null || high == null) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
         }
-        return expectedSubset;
+        if (high.compareTo(low) < 0) {
+            // Must be empty.
+            return new TreeSet<CheckTuple>();
+        }
+        return checkTuples.subSet(low, true, high, true);
     }
 
     @SuppressWarnings("unchecked")
-    public void checkRangeSearch(ITreeIndexTestContext ctx, ITupleReference lowKey, ITupleReference highKey,
+    public void checkRangeSearch(IIndexTestContext ctx, ITupleReference lowKey, ITupleReference highKey,
             boolean lowKeyInclusive, boolean highKeyInclusive) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Range Search.");
@@ -99,7 +88,7 @@
         CheckTuple lowKeyCheck = createCheckTupleFromTuple(lowKey, ctx.getFieldSerdes(), lowKeyCmp.getKeyFieldCount());
         CheckTuple highKeyCheck = createCheckTupleFromTuple(highKey, ctx.getFieldSerdes(),
                 highKeyCmp.getKeyFieldCount());
-        NavigableSet<CheckTuple> expectedSubset = null;
+        SortedSet<CheckTuple> expectedSubset = null;
         if (lowKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()
                 || highKeyCmp.getKeyFieldCount() < ctx.getKeyFieldCount()) {
             // Searching on a key prefix (low key or high key or both).
@@ -132,7 +121,7 @@
         }
     }
 
-    public void checkPointSearches(ITreeIndexTestContext ictx) throws Exception {
+    public void checkPointSearches(IIndexTestContext ictx) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Point Searches On All Expected Keys.");
         }
@@ -177,7 +166,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void insertStringTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
@@ -207,10 +196,10 @@
             }
         }
     }
-    
-    public void upsertStringTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
-    	OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
-    	int fieldCount = ctx.getFieldCount();
+
+    public void upsertStringTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+        OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
+        int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
         for (int i = 0; i < numTuples; i++) {
@@ -235,7 +224,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadStringTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadStringTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         String[] fieldValues = new String[fieldCount];
@@ -262,9 +251,9 @@
         }
     }
 
-    public void upsertIntTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+    public void upsertIntTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
         OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
-    	int fieldCount = ctx.getFieldCount();
+        int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
         // Scale range of values according to number of keys.
@@ -286,9 +275,9 @@
             ctx.upsertCheckTuple(createIntCheckTuple(fieldValues, ctx.getKeyFieldCount()), ctx.getCheckTuples());
         }
     }
-    
+
     @SuppressWarnings("unchecked")
-    public void updateTuples(ITreeIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
+    public void updateTuples(IIndexTestContext ictx, int numTuples, Random rnd) throws Exception {
         OrderedIndexTestContext ctx = (OrderedIndexTestContext) ictx;
         int fieldCount = ctx.getFieldCount();
         int keyFieldCount = ctx.getKeyFieldCount();
@@ -421,12 +410,12 @@
     }
 
     @Override
-    protected ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx) {
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
         return new ArrayTupleBuilder(ctx.getKeyFieldCount());
     }
 
     @Override
-    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, ITreeIndexTestContext ctx)
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
             throws HyracksDataException {
         @SuppressWarnings("unchecked")
         TreeSet<CheckTuple> checkTuples = (TreeSet<CheckTuple>) ctx.getCheckTuples();

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java
similarity index 86%
rename from hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java
rename to hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java
index ca162ed..d0e75ce 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractTreeIndexTestWorker.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/AbstractIndexTestWorker.java
@@ -22,11 +22,12 @@
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.datagen.TupleBatch;
 
-public abstract class AbstractTreeIndexTestWorker extends Thread implements ITreeIndexTestWorker {
+public abstract class AbstractIndexTestWorker extends Thread implements ITreeIndexTestWorker {
     private final Random rnd;
     private final DataGenThread dataGen;
     private final TestOperationSelector opSelector;
@@ -34,7 +35,7 @@
 
     protected final IIndexAccessor indexAccessor;
 
-    public AbstractTreeIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index,
+    public AbstractIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
             int numBatches) {
         this.dataGen = dataGen;
         this.opSelector = opSelector;
@@ -60,7 +61,7 @@
         }
     }
 
-    protected void consumeCursorTuples(IIndexCursor cursor) throws HyracksDataException {
+    protected void consumeCursorTuples(IIndexCursor cursor) throws HyracksDataException, IndexException {
         try {
             while (cursor.hasNext()) {
                 cursor.next();

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
index 9e31f71..b7037d6 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/CheckTuple.java
@@ -20,11 +20,13 @@
     protected final int numKeys;
     protected final Comparable[] fields;
     protected int pos;
+    protected boolean isHighKey;
 
     public CheckTuple(int numFields, int numKeys) {
         this.numKeys = numKeys;
         this.fields = new Comparable[numFields];
         pos = 0;
+        isHighKey = false;
     }
 
     public void appendField(T e) {
@@ -34,12 +36,22 @@
 	@Override
 	public int compareTo(T o) {
 		CheckTuple<T> other = (CheckTuple<T>) o;
-		for (int i = 0; i < numKeys; i++) {
+		int cmpFieldCount = Math.min(other.getNumKeys(), numKeys);
+		for (int i = 0; i < cmpFieldCount; i++) {
 			int cmp = fields[i].compareTo(other.getField(i));
 			if (cmp != 0) {
 				return cmp;
 			}
 		}
+		if (other.getNumKeys() == numKeys) {
+		    return 0;
+		}
+		if (other.getNumKeys() < numKeys) {
+		    return (other.isHighKey) ? -1 : 1;
+		}
+		if (other.getNumKeys() > numKeys) {
+            return (isHighKey) ? 1 : -1;
+        }
 		return 0;
 	}
 
@@ -53,7 +65,6 @@
     
 	@Override
 	public int hashCode() {
-		//int hash = 37 * numKeys + fields.length;
 		int hash = 0;
 		for (int i = 0; i < numKeys; i++) {
 			hash = 37 * hash + fields[i].hashCode();
@@ -61,6 +72,10 @@
 		return hash;
 	}
 	
+	public void setIsHighKey(boolean isHighKey) {
+	    this.isHighKey = isHighKey;
+	}
+	
 	public T getField(int idx) {
 		return (T) fields[idx];
 	}

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestContext.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java
similarity index 91%
rename from hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestContext.java
rename to hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java
index 9be3e29..3ab5243 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestContext.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestContext.java
@@ -22,10 +22,10 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 
 @SuppressWarnings("rawtypes")
-public interface ITreeIndexTestContext<T extends CheckTuple> {
+public interface IIndexTestContext<T extends CheckTuple> {
     public int getFieldCount();
 
     public int getKeyFieldCount();
@@ -36,7 +36,7 @@
 
     public IIndexAccessor getIndexAccessor();
 
-    public ITreeIndex getIndex();
+    public IIndex getIndex();
 
     public ArrayTupleReference getTuple();
 

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java
similarity index 75%
rename from hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java
rename to hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java
index 64b5aea..0ed3bde 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/ITreeIndexTestWorkerFactory.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IIndexTestWorkerFactory.java
@@ -15,9 +15,10 @@
 
 package edu.uci.ics.hyracks.storage.am.common;
 
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public interface ITreeIndexTestWorkerFactory {
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches);
+public interface IIndexTestWorkerFactory {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches);
 }

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
similarity index 81%
rename from hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java
rename to hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
index f4946d9..6bd0f9a 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexMultiThreadTestDriver.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexMultiThreadTestDriver.java
@@ -17,31 +17,30 @@
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
 @SuppressWarnings("rawtypes")
-public class TreeIndexMultiThreadTestDriver {
-    private static final int RANDOM_SEED = 50;
+public class IndexMultiThreadTestDriver {
+    protected static final int RANDOM_SEED = 50;
     // Means no additional payload. Only the specified fields.
-    private static final int PAYLOAD_SIZE = 0;
-    private final TestOperationSelector opSelector;
-    private final ISerializerDeserializer[] fieldSerdes;
-    private final ITreeIndex index;
-    private final ITreeIndexTestWorkerFactory workerFactory;
+    protected static final int PAYLOAD_SIZE = 0;
+    protected final TestOperationSelector opSelector;
+    protected final ISerializerDeserializer[] fieldSerdes;
+    protected final IIndex index;
+    protected final IIndexTestWorkerFactory workerFactory;
 
-    public TreeIndexMultiThreadTestDriver(ITreeIndex index, ITreeIndexTestWorkerFactory workerFactory,
-            ISerializerDeserializer[] fieldSerdes, TestOperation[] ops, float[] opProbs) {
+    public IndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, TestOperation[] ops, double[] opProbs) {
         this.index = index;
         this.workerFactory = workerFactory;
         this.fieldSerdes = fieldSerdes;
         this.opSelector = new TestOperationSelector(ops, opProbs);
     }
 
-    public void init(FileReference file) throws HyracksDataException {
+    public void init() throws HyracksDataException {
         index.create();
         index.activate();
     }
@@ -63,7 +62,7 @@
             }
 
             // Start worker threads.
-            AbstractTreeIndexTestWorker[] workers = new AbstractTreeIndexTestWorker[numThreads];
+            AbstractIndexTestWorker[] workers = new AbstractIndexTestWorker[numThreads];
             long start = System.currentTimeMillis();
             for (int j = 0; j < numThreads; j++) {
                 workers[j] = workerFactory.create(dataGen, opSelector, index, threadNumBatches);
@@ -81,6 +80,7 @@
 
     public void deinit() throws HyracksDataException {
         index.deactivate();
+        index.destroy();
     }
 
     // To allow subclasses to override the data gen params.

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java
similarity index 81%
rename from hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java
rename to hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java
index 44de3a5..780c413 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestContext.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/IndexTestContext.java
@@ -21,20 +21,20 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 
 @SuppressWarnings("rawtypes")
-public abstract class TreeIndexTestContext<T extends CheckTuple> implements ITreeIndexTestContext<T> {
+public abstract class IndexTestContext<T extends CheckTuple> implements IIndexTestContext<T> {
     protected final ISerializerDeserializer[] fieldSerdes;
-    protected final ITreeIndex treeIndex;
+    protected final IIndex index;
     protected final ArrayTupleBuilder tupleBuilder;
     protected final ArrayTupleReference tuple = new ArrayTupleReference();
     protected final IIndexAccessor indexAccessor;
 
-    public TreeIndexTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {
+    public IndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index) {
         this.fieldSerdes = fieldSerdes;
-        this.treeIndex = treeIndex;
-        this.indexAccessor = (IIndexAccessor) treeIndex.createAccessor(TestOperationCallback.INSTANCE,
+        this.index = index;
+        this.indexAccessor = (IIndexAccessor) index.createAccessor(TestOperationCallback.INSTANCE,
                 TestOperationCallback.INSTANCE);
         this.tupleBuilder = new ArrayTupleBuilder(fieldSerdes.length);
     }
@@ -65,8 +65,8 @@
     }
 
     @Override
-    public ITreeIndex getIndex() {
-        return treeIndex;
+    public IIndex getIndex() {
+        return index;
     }
 
     @Override

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
index 1ae79a1..47735e5 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestOperationSelector.java
@@ -15,7 +15,8 @@
 
 package edu.uci.ics.hyracks.storage.am.common;
 
-import java.util.Arrays;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+
 
 public class TestOperationSelector {
 
@@ -32,15 +33,15 @@
     }
     
     private final TestOperation[] ops;
-    private final int[] opRanges;    
+    private final int[] cumulIntRanges;    
     
-    public TestOperationSelector(TestOperation[] ops, float[] opProbs) {
+    public TestOperationSelector(TestOperation[] ops, double[] opProbs) {
         sanityCheck(ops, opProbs);
         this.ops = ops;
-        this.opRanges = getOpRanges(opProbs);
+        this.cumulIntRanges = ProbabilityHelper.getCumulIntRanges(opProbs);
     }
     
-    private void sanityCheck(TestOperation[] ops, float[] opProbs) {
+    private void sanityCheck(TestOperation[] ops, double[] opProbs) {
         if (ops.length == 0) {
             throw new RuntimeException("Empty op array.");
         }
@@ -59,25 +60,8 @@
         }
     }
     
-    private int[] getOpRanges(float[] opProbabilities) {
-        int[] opRanges = new int[opProbabilities.length];
-        if (opRanges.length > 1) {
-            opRanges[0] = (int) Math.floor(Integer.MAX_VALUE * opProbabilities[0]);
-            for (int i = 1; i < opRanges.length - 1; i++) {
-                opRanges[i] = opRanges[i - 1] + (int) Math.floor(Integer.MAX_VALUE * opProbabilities[i]);
-            }
-            opRanges[opRanges.length - 1] = Integer.MAX_VALUE;
-        } else {
-            opRanges[0] = Integer.MAX_VALUE;
-        }
-        return opRanges;
-    }
-    
     public TestOperation getOp(int randomInt) {
-        int ix = Arrays.binarySearch(opRanges, randomInt);
-        if (ix < 0) {
-            ix = -ix - 1;
-        }
+        int ix = ProbabilityHelper.choose(cumulIntRanges, randomInt);
         return ops[ix];
     }
 }

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
index 2437514..28845ed 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TestWorkloadConf.java
@@ -19,9 +19,9 @@
 
 public class TestWorkloadConf {
     public final TestOperation[] ops;
-    public final float[] opProbs;
+    public final double[] opProbs;
 
-    public TestWorkloadConf(TestOperation[] ops, float[] opProbs) {
+    public TestWorkloadConf(TestOperation[] ops, double[] opProbs) {
         this.ops = ops;
         this.opProbs = opProbs;
     }

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
index 4d87213..818373c 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/common/TreeIndexTestUtils.java
@@ -59,11 +59,11 @@
 
     protected abstract Collection createCheckTuplesCollection();
 
-    protected abstract ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx);
+    protected abstract ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx);
 
     // See if tuple with corresponding checkTuple exists in ctx.checkTuples.
     protected abstract boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple,
-            ITreeIndexTestContext ctx) throws HyracksDataException;
+            IIndexTestContext ctx) throws HyracksDataException;
 
     @SuppressWarnings("unchecked")
     public static void createTupleFromCheckTuple(CheckTuple checkTuple, ArrayTupleBuilder tupleBuilder,
@@ -94,7 +94,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void checkScan(ITreeIndexTestContext ctx) throws Exception {
+    public void checkScan(IIndexTestContext ctx) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Scan.");
         }
@@ -105,7 +105,7 @@
         checkExpectedResults(scanCursor, ctx.getCheckTuples(), ctx.getFieldSerdes(), ctx.getKeyFieldCount(), checkIter);
     }
 
-    public void checkDiskOrderScan(ITreeIndexTestContext ctx) throws Exception {
+    public void checkDiskOrderScan(IIndexTestContext ctx) throws Exception {
     	try {
             if (LOGGER.isLoggable(Level.INFO)) {
                 LOGGER.info("Testing Disk-Order Scan.");
@@ -152,7 +152,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void insertIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -182,7 +182,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void upsertIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void upsertIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -212,7 +212,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadIntTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadIntTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         int[] fieldValues = new int[ctx.getFieldCount()];
@@ -236,7 +236,7 @@
         }
     }
 
-    public static void bulkLoadCheckTuples(ITreeIndexTestContext ctx, Collection<CheckTuple> checkTuples)
+    public static void bulkLoadCheckTuples(IIndexTestContext ctx, Collection<CheckTuple> checkTuples)
             throws HyracksDataException, IndexException {
         int fieldCount = ctx.getFieldCount();
         int numTuples = checkTuples.size();
@@ -259,7 +259,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void deleteTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void deleteTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         ArrayTupleBuilder deleteTupleBuilder = createDeleteTupleBuilder(ctx);
         ArrayTupleReference deleteTuple = new ArrayTupleReference();
         int numCheckTuples = ctx.getCheckTuples().size();

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java
index 0f59d63..a98e6f3 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/config/AccessMethodTestsConfig.java
@@ -69,10 +69,28 @@
     public static final int LSM_BTREE_HYRACKS_FRAME_SIZE = 128;
 
     // Mem configuration for Inverted Index.
-    public static final int INVINDEX_PAGE_SIZE = 32768;
-    public static final int INVINDEX_NUM_PAGES = 100;
-    public static final int INVINDEX_MAX_OPEN_FILES = 10;
-    public static final int INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+    public static final int LSM_INVINDEX_DISK_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_DISK_NUM_PAGES = 1000;
+    public static final int LSM_INVINDEX_DISK_MAX_OPEN_FILES = 1000;
+    public static final int LSM_INVINDEX_MEM_PAGE_SIZE = 1024;
+    public static final int LSM_INVINDEX_MEM_NUM_PAGES = 100;
+    public static final int LSM_INVINDEX_HYRACKS_FRAME_SIZE = 32768;
+    // Test parameters.
+    public static final int LSM_INVINDEX_NUM_DOCS_TO_INSERT = 10000;
+    // Used for full-fledged search test.
+    public static final int LSM_INVINDEX_NUM_DOC_QUERIES = 500;
+    public static final int LSM_INVINDEX_NUM_RANDOM_QUERIES = 500;
+    // Used for non-search tests to sanity check index searches.
+    public static final int LSM_INVINDEX_TINY_NUM_DOC_QUERIES = 200;
+    public static final int LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES = 200;
+    public static final int LSM_INVINDEX_NUM_BULKLOAD_ROUNDS = 5;
+    public static final int LSM_INVINDEX_MAX_TREES_TO_MERGE = 5;
+    public static final int LSM_INVINDEX_NUM_INSERT_ROUNDS = 3;
+    public static final int LSM_INVINDEX_NUM_DELETE_ROUNDS = 3;
+    // Allocate a generous size to make sure we have enough elements for all tests.
+    public static final int LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE = 1000000;
+    public static final int LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS = 5000;
+    
 }
 
 /* ORIGINAL TEST PARAMETERS: DO NOT EDIT!

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
index cfacc69..bb0e91d 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeMultiThreadTest.java
@@ -26,16 +26,14 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.data.std.primitive.DoublePointable;
 import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.DoubleSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
-import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexMultiThreadTestDriver;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
@@ -71,22 +69,12 @@
             IPrimitiveValueProviderFactory[] valueProviderFactories, RTreePolicyType rtreePolicyType)
             throws TreeIndexException;
 
-    protected abstract ITreeIndexTestWorkerFactory getWorkerFactory();
+    protected abstract IIndexTestWorkerFactory getWorkerFactory();
 
     protected abstract ArrayList<TestWorkloadConf> getTestWorkloadConf();
 
     protected abstract String getIndexTypeName();
 
-    protected abstract FileReference getFileReference();
-
-    protected static float[] getUniformOpProbs(TestOperation[] ops) {
-        float[] opProbs = new float[ops.length];
-        for (int i = 0; i < ops.length; i++) {
-            opProbs[i] = 1.0f / (float) ops.length;
-        }
-        return opProbs;
-    }
-
     protected void runTest(ISerializerDeserializer[] fieldSerdes,
             IPrimitiveValueProviderFactory[] valueProviderFactories, int numKeys, RTreePolicyType rtreePolicyType,
             int numThreads, TestWorkloadConf conf, String dataMsg) throws HyracksException, InterruptedException,
@@ -106,14 +94,14 @@
 
         ITreeIndex index = createTreeIndex(typeTraits, rtreeCmpFactories, btreeCmpFactories, valueProviderFactories,
                 rtreePolicyType);
-        ITreeIndexTestWorkerFactory workerFactory = getWorkerFactory();
+        IIndexTestWorkerFactory workerFactory = getWorkerFactory();
 
         // 4 batches per thread.
         int batchSize = (NUM_OPERATIONS / numThreads) / 4;
 
-        TreeIndexMultiThreadTestDriver driver = new TreeIndexMultiThreadTestDriver(index, workerFactory, fieldSerdes,
+        IndexMultiThreadTestDriver driver = new IndexMultiThreadTestDriver(index, workerFactory, fieldSerdes,
                 conf.ops, conf.opProbs);
-        driver.init(getFileReference());
+        driver.init();
         long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
         driver.deinit();
 

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
index 32afdad..eed8df6 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/AbstractRTreeTestContext.java
@@ -18,12 +18,12 @@
 import java.util.Collection;
 
 import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.util.HashMultiSet;
 
 @SuppressWarnings("rawtypes")
-public abstract class AbstractRTreeTestContext extends TreeIndexTestContext<RTreeCheckTuple> {
+public abstract class AbstractRTreeTestContext extends IndexTestContext<RTreeCheckTuple> {
     private final HashMultiSet<RTreeCheckTuple> checkTuples = new HashMultiSet<RTreeCheckTuple>();
 	
     public AbstractRTreeTestContext(ISerializerDeserializer[] fieldSerdes, ITreeIndex treeIndex) {

hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java

diff --git a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
index 784d4bc..067c6cb 100644
--- a/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
+++ b/hyracks-test-support/src/main/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeTestUtils.java
@@ -15,7 +15,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ISearchPredicate;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
@@ -46,7 +46,7 @@
         return expectedResult;
     }
 
-    public void checkRangeSearch(ITreeIndexTestContext ictx, ITupleReference key) throws Exception {
+    public void checkRangeSearch(IIndexTestContext ictx, ITupleReference key) throws Exception {
         if (LOGGER.isLoggable(Level.INFO)) {
             LOGGER.info("Testing Range Search.");
         }
@@ -69,7 +69,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void insertDoubleTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void insertDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         double[] fieldValues = new double[ctx.getFieldCount()];
@@ -129,7 +129,7 @@
     }
 
     @SuppressWarnings("unchecked")
-    public void bulkLoadDoubleTuples(ITreeIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
+    public void bulkLoadDoubleTuples(IIndexTestContext ctx, int numTuples, Random rnd) throws Exception {
         int fieldCount = ctx.getFieldCount();
         int numKeyFields = ctx.getKeyFieldCount();
         double[] fieldValues = new double[ctx.getFieldCount()];
@@ -228,12 +228,12 @@
     }
 
     @Override
-    protected ArrayTupleBuilder createDeleteTupleBuilder(ITreeIndexTestContext ctx) {
+    protected ArrayTupleBuilder createDeleteTupleBuilder(IIndexTestContext ctx) {
         return new ArrayTupleBuilder(ctx.getFieldCount());
     }
 
     @Override
-    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, ITreeIndexTestContext ctx)
+    protected boolean checkDiskOrderScanResult(ITupleReference tuple, CheckTuple checkTuple, IIndexTestContext ctx)
             throws HyracksDataException {
         return ctx.getCheckTuples().contains(checkTuple);
     }

hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java
index 2e5a067..1445d2c 100644
--- a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java
+++ b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/BTreeLifecycleTest.java
@@ -9,7 +9,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
 
@@ -23,7 +23,7 @@
     private ITreeIndexFrame frame = null;
 
     @SuppressWarnings("rawtypes")
-    private ITreeIndexTestContext<? extends CheckTuple> testCtx;
+    private IIndexTestContext<? extends CheckTuple> testCtx;
 
     @Override
     public void setup() throws Exception {

hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
index bc71052..746e885 100644
--- a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
+++ b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeMultiThreadTest.java
@@ -20,16 +20,16 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexMultiThreadTest;
 import edu.uci.ics.hyracks.storage.am.btree.frames.BTreeLeafFrameType;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.btree.util.BTreeUtils;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 
 public class BTreeMultiThreadTest extends OrderedIndexMultiThreadTest {
 
@@ -47,14 +47,14 @@
     }
 
     @Override
-    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
             throws TreeIndexException {
         return BTreeUtils.createBTree(harness.getBufferCache(), harness.getFileMapProvider(), typeTraits, cmpFactories,
                 BTreeLeafFrameType.REGULAR_NSM, harness.getFileReference());
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -64,34 +64,31 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Inserts mixed with point searches and scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
                 TestOperation.SCAN, TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts, updates, deletes, and upserts.        
         TestOperation[] insertDeleteUpdateUpsertOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE, TestOperation.UPSERT };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateUpsertOps,
-                getUniformOpProbs(insertDeleteUpdateUpsertOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateUpsertOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateUpsertOps.length)));
 
         // All operations mixed.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE, TestOperation.UPSERT, TestOperation.POINT_SEARCH, TestOperation.SCAN,
                 TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
 
     @Override
-    protected FileReference getFileReference() {
-        return harness.getFileReference();
-    }
-
-    @Override
     protected String getIndexTypeName() {
         return "BTree";
     }

hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
index 9be5a75..d7ef9b1 100644
--- a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorker.java
@@ -24,23 +24,23 @@
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
 import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
-public class BTreeTestWorker extends AbstractTreeIndexTestWorker {
+public class BTreeTestWorker extends AbstractIndexTestWorker {
 
     private final BTree btree;
     private final int numKeyFields;
     private final ArrayTupleBuilder deleteTb;
     private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
 
-    public BTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+    public BTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         btree = (BTree) index;
         numKeyFields = btree.getComparatorFactories().length;
@@ -48,7 +48,7 @@
     }
 
     @Override
-    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, TreeIndexException {
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
         BTree.BTreeAccessor accessor = (BTree.BTreeAccessor) indexAccessor;
         ITreeIndexCursor searchCursor = accessor.createSearchCursor();
         ITreeIndexCursor diskOrderScanCursor = accessor.createDiskOrderScanCursor();
@@ -121,7 +121,7 @@
         }
     }
 
-    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException {
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
         try {
             while (cursor.hasNext()) {
                 cursor.next();

hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
index dc4d883..06ed318 100644
--- a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
+++ b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/multithread/BTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.btree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class BTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class BTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new BTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }

hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
index a3fead7..1d63b85 100644
--- a/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
+++ b/hyracks-tests/hyracks-storage-am-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/btree/util/BTreeTestContext.java
@@ -36,13 +36,13 @@
 
     @Override
     public int getKeyFieldCount() {
-        BTree btree = (BTree) treeIndex;
+        BTree btree = (BTree) index;
         return btree.getComparatorFactories().length;
     }
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        BTree btree = (BTree) treeIndex;
+        BTree btree = (BTree) index;
         return btree.getComparatorFactories();
     }
 

hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml b/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml
deleted file mode 100644
index 5bf44d3..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/pom.xml
+++ /dev/null
@@ -1,50 +0,0 @@
-<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-  <modelVersion>4.0.0</modelVersion>
-  <groupId>edu.uci.ics.hyracks</groupId>
-  <artifactId>hyracks-storage-am-invertedindex-test</artifactId>
-  <version>0.2.1-SNAPSHOT</version>
-
-  <parent>
-    <groupId>edu.uci.ics.hyracks</groupId>
-    <artifactId>hyracks-tests</artifactId>
-    <version>0.2.1-SNAPSHOT</version>
-  </parent>
-
-  <build>
-    <plugins>
-      <plugin>
-        <groupId>org.apache.maven.plugins</groupId>
-        <artifactId>maven-compiler-plugin</artifactId>
-        <version>2.0.2</version>
-        <configuration>
-          <source>1.6</source>
-          <target>1.6</target>
-          <encoding>UTF-8</encoding>
-        </configuration>
-      </plugin>
-    </plugins>
-  </build>
-  <dependencies>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-storage-am-invertedindex</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>compile</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>edu.uci.ics.hyracks</groupId>
-  		<artifactId>hyracks-test-support</artifactId>
-  		<version>0.2.1-SNAPSHOT</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  	<dependency>
-  		<groupId>junit</groupId>
-  		<artifactId>junit</artifactId>
-  		<version>4.8.1</version>
-  		<type>jar</type>
-  		<scope>test</scope>
-  	</dependency>
-  </dependencies>
-</project>

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java
deleted file mode 100644
index ee954d3..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexSearchTest.java
+++ /dev/null
@@ -1,126 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.File;
-import java.util.ArrayList;
-import java.util.Random;
-
-import org.junit.After;
-import org.junit.Before;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.ITokenFactory;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestUtils;
-
-public abstract class AbstractInvIndexSearchTest extends AbstractInvIndexTest {
-    protected final int PAGE_SIZE = 32768;
-    protected final int NUM_PAGES = 100;
-    protected final int MAX_OPEN_FILES = 10;
-    protected final int HYRACKS_FRAME_SIZE = 32768;
-    protected IHyracksTaskContext taskCtx = TestUtils.create(HYRACKS_FRAME_SIZE);
-
-    protected IBufferCache bufferCache;
-    protected IFileMapProvider fmp;
-
-    protected FileReference invListsFile = new FileReference(new File(invListsFileName));
-
-    protected ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
-    protected IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-            .of(UTF8StringPointable.FACTORY) };
-    protected ITypeTraits[] invListTypeTraits = new ITypeTraits[] { IntegerPointable.TYPE_TRAITS };
-    protected IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-            .of(IntegerPointable.FACTORY) };
-
-    protected InvertedIndex invIndex;
-
-    protected Random rnd = new Random();
-
-    protected ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-    protected ArrayTupleReference tuple = new ArrayTupleReference();
-
-    protected ISerializerDeserializer[] insertSerde = { UTF8StringSerializerDeserializer.INSTANCE,
-            IntegerSerializerDeserializer.INSTANCE };
-    protected RecordDescriptor insertRecDesc = new RecordDescriptor(insertSerde);
-
-    protected ArrayList<ArrayList<Integer>> checkInvLists = new ArrayList<ArrayList<Integer>>();
-
-    protected int maxId = 1000000;
-    protected int[] scanCountArray = new int[maxId];
-    protected ArrayList<Integer> expectedResults = new ArrayList<Integer>();
-
-    protected ISerializerDeserializer[] querySerde = { UTF8StringSerializerDeserializer.INSTANCE };
-    protected RecordDescriptor queryRecDesc = new RecordDescriptor(querySerde);
-
-    protected ArrayTupleBuilder queryTb = new ArrayTupleBuilder(querySerde.length);
-    protected ArrayTupleReference queryTuple = new ArrayTupleReference();
-
-    protected ITokenFactory tokenFactory;
-    protected IBinaryTokenizer tokenizer;
-
-    protected IIndexCursor resultCursor;
-
-    protected abstract void setTokenizer();
-
-    /**
-     * Initialize members, generate data, and bulk load the inverted index.
-     */
-    @Before
-    public void start() throws Exception {
-        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
-        bufferCache = TestStorageManagerComponentHolder.getBufferCache(taskCtx);
-        fmp = TestStorageManagerComponentHolder.getFileMapProvider(taskCtx);
-
-        setTokenizer();
-
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
-        invIndex = new InvertedIndex(bufferCache, fmp, invListBuilder, invListTypeTraits, invListCmpFactories,
-                tokenTypeTraits, tokenCmpFactories, invListsFile);
-        invIndex.create();
-        invIndex.activate();
-
-        rnd.setSeed(50);
-    }
-
-    @After
-    public void deinit() throws HyracksDataException {
-        invIndex.deactivate();
-        invIndex.destroy();
-        bufferCache.close();
-        AbstractInvIndexTest.tearDown();
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java
deleted file mode 100644
index cdc17cf..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/AbstractInvIndexTest.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-import java.util.logging.Logger;
-
-public abstract class AbstractInvIndexTest {
-
-    protected static final Logger LOGGER = Logger.getLogger(AbstractInvIndexTest.class.getName());
-
-    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    protected final static String tmpDir = System.getProperty("java.io.tmpdir");
-    protected final static String sep = System.getProperty("file.separator");
-    protected final static String baseFileName = tmpDir + sep + simpleDateFormat.format(new Date());
-    protected final static String invListsFileName = baseFileName + "invlists";
-
-    public static void tearDown() {
-        File invListsFile = new File(invListsFileName);
-        invListsFile.deleteOnExit();
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java
deleted file mode 100644
index 5b15789..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/BulkLoadTest.java
+++ /dev/null
@@ -1,255 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.DataOutput;
-import java.io.File;
-import java.nio.ByteBuffer;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Random;
-
-import junit.framework.Assert;
-
-import org.junit.AfterClass;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.comm.IFrameTupleAccessor;
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.api.dataflow.value.RecordDescriptor;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAccessor;
-import edu.uci.ics.hyracks.dataflow.common.comm.io.FrameTupleAppender;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.FrameTupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListCursor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestUtils;
-
-public class BulkLoadTest extends AbstractInvIndexTest {
-
-    private static final int PAGE_SIZE = 32768;
-    private static final int NUM_PAGES = 100;
-    private static final int MAX_OPEN_FILES = 10;
-    private static final int HYRACKS_FRAME_SIZE = 32768;
-    private IHyracksTaskContext stageletCtx = TestUtils.create(HYRACKS_FRAME_SIZE);
-
-    /**
-     * This test generates a list of <word-token, id> pairs which are pre-sorted
-     * on the token. Those pairs for the input to an inverted-index bulk load.
-     * The contents of the inverted lists are verified against the generated
-     * data.
-     */
-    @Test
-    public void singleFieldPayloadTest() throws Exception {
-        TestStorageManagerComponentHolder.init(PAGE_SIZE, NUM_PAGES, MAX_OPEN_FILES);
-        IBufferCache bufferCache = TestStorageManagerComponentHolder.getBufferCache(stageletCtx);
-        IFileMapProvider fmp = TestStorageManagerComponentHolder.getFileMapProvider(stageletCtx);
-
-        FileReference invListsFile = new FileReference(new File(invListsFileName));
-
-        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
-
-        IBinaryComparatorFactory[] cmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                .of(UTF8StringPointable.FACTORY) };
-
-        int invListFields = 1;
-        ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFields];
-        invListTypeTraits[0] = IntegerPointable.TYPE_TRAITS;
-
-        int invListKeys = 1;
-        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListKeys];
-        invListCmpFactories[0] = PointableBinaryComparatorFactory.of(IntegerPointable.FACTORY);
-
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
-        InvertedIndex invIndex = new InvertedIndex(bufferCache, fmp, invListBuilder, invListTypeTraits,
-                invListCmpFactories, tokenTypeTraits, cmpFactories, invListsFile);
-        invIndex.create();
-        invIndex.activate();
-
-        Random rnd = new Random();
-        rnd.setSeed(50);
-
-        ByteBuffer frame = stageletCtx.allocateFrame();
-        FrameTupleAppender appender = new FrameTupleAppender(stageletCtx.getFrameSize());
-        ArrayTupleBuilder tb = new ArrayTupleBuilder(2);
-        DataOutput dos = tb.getDataOutput();
-
-        ISerializerDeserializer[] insertSerde = { UTF8StringSerializerDeserializer.INSTANCE,
-                IntegerSerializerDeserializer.INSTANCE };
-        RecordDescriptor insertRecDesc = new RecordDescriptor(insertSerde);
-        IFrameTupleAccessor accessor = new FrameTupleAccessor(stageletCtx.getFrameSize(), insertRecDesc);
-        accessor.reset(frame);
-        FrameTupleReference tuple = new FrameTupleReference();
-
-        List<String> tokens = new ArrayList<String>();
-        tokens.add("compilers");
-        tokens.add("computer");
-        tokens.add("databases");
-        tokens.add("fast");
-        tokens.add("hyracks");
-        tokens.add("major");
-        tokens.add("science");
-        tokens.add("systems");
-        tokens.add("university");
-
-        ArrayList<ArrayList<Integer>> checkListElements = new ArrayList<ArrayList<Integer>>();
-        for (int i = 0; i < tokens.size(); i++) {
-            checkListElements.add(new ArrayList<Integer>());
-        }
-
-        int maxId = 1000000;
-        int addProb = 0;
-        int addProbStep = 10;
-
-        IIndexBulkLoader bulkLoader = invIndex.createBulkLoader(BTree.DEFAULT_FILL_FACTOR, false);
-
-        for (int i = 0; i < tokens.size(); i++) {
-
-            addProb += addProbStep * (i + 1);
-            for (int j = 0; j < maxId; j++) {
-                if ((Math.abs(rnd.nextInt()) % addProb) == 0) {
-
-                    tb.reset();
-                    UTF8StringSerializerDeserializer.INSTANCE.serialize(tokens.get(i), dos);
-                    tb.addFieldEndOffset();
-                    IntegerSerializerDeserializer.INSTANCE.serialize(j, dos);
-                    tb.addFieldEndOffset();
-
-                    checkListElements.get(i).add(j);
-
-                    appender.reset(frame, true);
-                    appender.append(tb.getFieldEndOffsets(), tb.getByteArray(), 0, tb.getSize());
-
-                    tuple.reset(accessor, 0);
-
-                    try {
-                        bulkLoader.add(tuple);
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        bulkLoader.end();
-
-        // ------- START VERIFICATION -----------
-
-        ITreeIndexAccessor btreeAccessor = invIndex.getBTree().createAccessor(NoOpOperationCallback.INSTANCE,
-                NoOpOperationCallback.INSTANCE);
-        ITreeIndexCursor btreeCursor = (ITreeIndexCursor) btreeAccessor.createSearchCursor();
-        FrameTupleReference searchKey = new FrameTupleReference();
-        MultiComparator btreeCmp = MultiComparator.create(cmpFactories);
-        RangePredicate btreePred = new RangePredicate(searchKey, searchKey, true, true, btreeCmp, btreeCmp);
-
-        IInvertedListCursor invListCursor = new FixedSizeElementInvertedListCursor(bufferCache,
-                fmp.lookupFileId(invListsFile), invListTypeTraits);
-
-        ISerializerDeserializer[] tokenSerde = { UTF8StringSerializerDeserializer.INSTANCE };
-        RecordDescriptor tokenRecDesc = new RecordDescriptor(tokenSerde);
-        FrameTupleAppender tokenAppender = new FrameTupleAppender(stageletCtx.getFrameSize());
-        ArrayTupleBuilder tokenTupleBuilder = new ArrayTupleBuilder(1);
-        DataOutput tokenDos = tokenTupleBuilder.getDataOutput();
-        IFrameTupleAccessor tokenAccessor = new FrameTupleAccessor(stageletCtx.getFrameSize(), tokenRecDesc);
-        tokenAccessor.reset(frame);
-
-        // verify created inverted lists one-by-one
-        for (int i = 0; i < tokens.size(); i++) {
-
-            tokenTupleBuilder.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(tokens.get(i), tokenDos);
-            tokenTupleBuilder.addFieldEndOffset();
-
-            tokenAppender.reset(frame, true);
-            tokenAppender.append(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray(), 0,
-                    tokenTupleBuilder.getSize());
-
-            searchKey.reset(tokenAccessor, 0);
-
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursor);
-
-            invListCursor.pinPagesSync();
-            int checkIndex = 0;
-            while (invListCursor.hasNext()) {
-                invListCursor.next();
-                ITupleReference invListTuple = invListCursor.getTuple();
-                int invListElement = IntegerSerializerDeserializer.getInt(invListTuple.getFieldData(0),
-                        invListTuple.getFieldStart(0));
-                int checkInvListElement = checkListElements.get(i).get(checkIndex).intValue();
-                Assert.assertEquals(invListElement, checkInvListElement);
-                checkIndex++;
-            }
-            invListCursor.unpinPages();
-            Assert.assertEquals(checkIndex, checkListElements.get(i).size());
-        }
-
-        // check that non-existing tokens have an empty inverted list
-        List<String> nonExistingTokens = new ArrayList<String>();
-        nonExistingTokens.add("watermelon");
-        nonExistingTokens.add("avocado");
-        nonExistingTokens.add("lemon");
-
-        for (int i = 0; i < nonExistingTokens.size(); i++) {
-
-            tokenTupleBuilder.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(nonExistingTokens.get(i), tokenDos);
-            tokenTupleBuilder.addFieldEndOffset();
-
-            tokenAppender.reset(frame, true);
-            tokenAppender.append(tokenTupleBuilder.getFieldEndOffsets(), tokenTupleBuilder.getByteArray(), 0,
-                    tokenTupleBuilder.getSize());
-
-            searchKey.reset(tokenAccessor, 0);
-
-            invIndex.openCursor(btreeCursor, btreePred, btreeAccessor, invListCursor);
-
-            invListCursor.pinPagesSync();
-            Assert.assertEquals(invListCursor.hasNext(), false);
-            invListCursor.unpinPages();
-        }
-
-        invIndex.deactivate();
-        invIndex.destroy();
-        bufferCache.close();
-    }
-
-    @AfterClass
-    public static void deinit() {
-        AbstractInvIndexTest.tearDown();
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexLifecycleTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexLifecycleTest.java
deleted file mode 100644
index 4402017..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexLifecycleTest.java
+++ /dev/null
@@ -1,69 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
-import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
-import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
-import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
-import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
-import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeElementInvertedListBuilder;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex;
-
-public class InvertedIndexLifecycleTest extends AbstractIndexLifecycleTest {
-
-    private final InvertedIndexTestHarness harness = new InvertedIndexTestHarness();
-    private ITreeIndexFrame frame = null;
-
-    @Override
-    protected boolean persistentStateExists() throws Exception {
-        return harness.getFileReference().getFile().exists()
-                && ((InvertedIndex) index).getBTree().getFileReference().getFile().exists();
-    }
-
-    @Override
-    protected boolean isEmptyIndex() throws Exception {
-        if (frame == null) {
-            frame = ((InvertedIndex) index).getBTree().getLeafFrameFactory().createFrame();
-        }
-        return ((InvertedIndex) index).getBTree().isEmptyTree(frame);
-    }
-
-    @Override
-    public void setup() throws Exception {
-        harness.setUp();
-        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
-        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                .of(UTF8StringPointable.FACTORY) };
-        ITypeTraits[] invListTypeTraits = new ITypeTraits[] { IntegerPointable.TYPE_TRAITS };
-        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
-                .of(IntegerPointable.FACTORY) };
-        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
-        index = new InvertedIndex(harness.getBufferCache(), harness.getFileMapProvider(), invListBuilder,
-                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, harness.getFileReference());
-
-    }
-
-    @Override
-    public void tearDown() throws Exception {
-        index.deactivate();
-        index.destroy();
-        harness.tearDown();
-    }
-
-    @Override
-    protected void performInsertions() throws Exception {
-        // Do nothing.
-    }
-
-    @Override
-    protected void checkInsertions() throws Exception {
-        // Do nothing.
-    }
-
-    @Override
-    protected void clearCheckableInsertions() throws Exception {
-        // Do nothing.
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexTestHarness.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexTestHarness.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexTestHarness.java
deleted file mode 100644
index dd2f38a..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/InvertedIndexTestHarness.java
+++ /dev/null
@@ -1,102 +0,0 @@
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.File;
-import java.text.SimpleDateFormat;
-import java.util.Date;
-import java.util.Random;
-
-import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
-import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
-import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
-import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
-import edu.uci.ics.hyracks.test.support.TestUtils;
-
-public class InvertedIndexTestHarness {
-    private static final long RANDOM_SEED = 50;
-
-    private final int pageSize;
-    private final int numPages;
-    private final int maxOpenFiles;
-    private final int hyracksFrameSize;
-
-    private IHyracksTaskContext ctx;
-    private IBufferCache bufferCache;
-    private IFileMapProvider fileMapProvider;
-    private FileReference file;
-
-    private final Random rnd = new Random();
-    private final SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
-    private final String tmpDir = System.getProperty("java.io.tmpdir");
-    private final String sep = System.getProperty("file.separator");
-    private String fileName;
-
-    public InvertedIndexTestHarness() {
-        this(AccessMethodTestsConfig.INVINDEX_PAGE_SIZE, AccessMethodTestsConfig.INVINDEX_NUM_PAGES,
-                AccessMethodTestsConfig.INVINDEX_MAX_OPEN_FILES, AccessMethodTestsConfig.INVINDEX_HYRACKS_FRAME_SIZE);
-    }
-
-    public InvertedIndexTestHarness(int pageSize, int numPages, int maxOpenFiles, int hyracksFrameSize) {
-        this.pageSize = pageSize;
-        this.numPages = numPages;
-        this.maxOpenFiles = maxOpenFiles;
-        this.hyracksFrameSize = hyracksFrameSize;
-    }
-
-    public void setUp() throws HyracksDataException {
-        fileName = tmpDir + sep + simpleDateFormat.format(new Date());
-        ctx = TestUtils.create(getHyracksFrameSize());
-        TestStorageManagerComponentHolder.init(pageSize, numPages, maxOpenFiles);
-        bufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
-        fileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
-        file = new FileReference(new File(fileName));
-        rnd.setSeed(RANDOM_SEED);
-    }
-
-    public void tearDown() throws HyracksDataException {
-        bufferCache.close();
-        file.delete();
-    }
-
-    public IHyracksTaskContext getHyracksTaskContext() {
-        return ctx;
-    }
-
-    public IBufferCache getBufferCache() {
-        return bufferCache;
-    }
-
-    public IFileMapProvider getFileMapProvider() {
-        return fileMapProvider;
-    }
-
-    public FileReference getFileReference() {
-        return file;
-    }
-
-    public String getFileName() {
-        return fileName;
-    }
-
-    public Random getRandom() {
-        return rnd;
-    }
-
-    public int getPageSize() {
-        return pageSize;
-    }
-
-    public int getNumPages() {
-        return numPages;
-    }
-
-    public int getHyracksFrameSize() {
-        return hyracksFrameSize;
-    }
-
-    public int getMaxOpenFiles() {
-        return maxOpenFiles;
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java
deleted file mode 100644
index 7c68387..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchPerfTest.java
+++ /dev/null
@@ -1,290 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.logging.Level;
-
-import org.junit.Assert;
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex.InvertedIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.TOccurrenceSearcher;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.JaccardSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
-
-/**
- * The purpose of this test is to evaluate the performance of searches against
- * an inverted index. First, we generate random <token, id> pairs sorted on
- * token, which are bulk loaded into an inverted index. Next, we build random
- * queries from a list of predefined tokens in the index, and measure the
- * performance of executing them with different search modifiers. We test the
- * ConjunctiveSearchModifier and the JaccardSearchModifier.
- */
-public class SearchPerfTest extends AbstractInvIndexSearchTest {
-
-    protected List<String> tokens = new ArrayList<String>();
-
-    @Override
-    protected void setTokenizer() {
-        tokenFactory = new UTF8WordTokenFactory();
-        tokenizer = new DelimitedUTF8StringBinaryTokenizer(true, false, tokenFactory);
-    }
-
-    @Before
-    public void start() throws Exception {
-        super.start();
-        loadData();
-    }
-
-    public void loadData() throws HyracksDataException, IndexException {
-        tokens.add("compilers");
-        tokens.add("computer");
-        tokens.add("databases");
-        tokens.add("fast");
-        tokens.add("hyracks");
-        tokens.add("major");
-        tokens.add("science");
-        tokens.add("systems");
-        tokens.add("university");
-
-        for (int i = 0; i < tokens.size(); i++) {
-            checkInvLists.add(new ArrayList<Integer>());
-        }
-
-        // for generating length-skewed inverted lists
-        int addProb = 0;
-        int addProbStep = 10;
-
-        IIndexBulkLoader bulkLoader = invIndex.createBulkLoader(BTree.DEFAULT_FILL_FACTOR, false);
-
-        for (int i = 0; i < tokens.size(); i++) {
-
-            addProb += addProbStep * (i + 1);
-            for (int j = 0; j < maxId; j++) {
-                if ((Math.abs(rnd.nextInt()) % addProb) == 0) {
-                    tb.reset();
-                    UTF8StringSerializerDeserializer.INSTANCE.serialize(tokens.get(i), tb.getDataOutput());
-                    tb.addFieldEndOffset();
-                    IntegerSerializerDeserializer.INSTANCE.serialize(j, tb.getDataOutput());
-                    tb.addFieldEndOffset();
-                    tuple.reset(tb.getFieldEndOffsets(), tb.getByteArray());
-                    checkInvLists.get(i).add(j);
-                    try {
-                        bulkLoader.add(tuple);
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                }
-            }
-        }
-        bulkLoader.end();
-    }
-
-    /**
-     * Determine the expected results with the ScanCount algorithm. The
-     * ScanCount algorithm is very simple, so we can be confident the results
-     * are correct.
-     */
-    protected void fillExpectedResults(int[] queryTokenIndexes, int numQueryTokens, int occurrenceThreshold) {
-        // reset scan count array
-        for (int i = 0; i < maxId; i++) {
-            scanCountArray[i] = 0;
-        }
-
-        // count occurrences
-        for (int i = 0; i < numQueryTokens; i++) {
-            ArrayList<Integer> list = checkInvLists.get(queryTokenIndexes[i]);
-            for (int j = 0; j < list.size(); j++) {
-                scanCountArray[list.get(j)]++;
-            }
-        }
-
-        // check threshold
-        expectedResults.clear();
-        for (int i = 0; i < maxId; i++) {
-            if (scanCountArray[i] >= occurrenceThreshold) {
-                expectedResults.add(i);
-            }
-        }
-    }
-
-    /**
-     * Generates a specified number of queries. Each query consists of a set of
-     * randomly chosen tokens that are picked from the pre-defined set of
-     * tokens. We run each query, measure it's time, and verify it's results
-     * against the results produced by ScanCount, implemented in
-     * fillExpectedResults().
-     */
-    private void runQueries(IInvertedIndexSearchModifier searchModifier, int numQueries) throws Exception {
-        rnd.setSeed(50);
-
-        InvertedIndexAccessor accessor = (InvertedIndexAccessor) invIndex.createAccessor(
-                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
-        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
-
-        // generate random queries
-        int[] queryTokenIndexes = new int[tokens.size()];
-        for (int i = 0; i < numQueries; i++) {
-
-            int numQueryTokens = Math.abs(rnd.nextInt() % tokens.size()) + 1;
-            for (int j = 0; j < numQueryTokens; j++) {
-                queryTokenIndexes[j] = Math.abs(rnd.nextInt() % tokens.size());
-            }
-
-            StringBuilder strBuilder = new StringBuilder();
-            for (int j = 0; j < numQueryTokens; j++) {
-                strBuilder.append(tokens.get(queryTokenIndexes[j]));
-                if (j + 1 != numQueryTokens) {
-                    strBuilder.append(" ");
-                }
-            }
-
-            String queryString = strBuilder.toString();
-
-            // Serialize query.
-            queryTb.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString, queryTb.getDataOutput());
-            queryTb.addFieldEndOffset();
-            queryTuple.reset(queryTb.getFieldEndOffsets(), queryTb.getByteArray());
-
-            // Set query tuple in search predicate.
-            searchPred.setQueryTuple(queryTuple);
-            searchPred.setQueryFieldIndex(0);
-
-            boolean panic = false;
-
-            resultCursor = accessor.createSearchCursor();
-            int repeats = 1;
-            double totalTime = 0;
-            for (int j = 0; j < repeats; j++) {
-                long timeStart = System.currentTimeMillis();
-                try {
-                    resultCursor.reset();
-                    accessor.search(resultCursor, searchPred);
-                } catch (OccurrenceThresholdPanicException e) {
-                    panic = true;
-                }
-                long timeEnd = System.currentTimeMillis();
-                totalTime += timeEnd - timeStart;
-            }
-            double avgTime = totalTime / (double) repeats;
-            if (LOGGER.isLoggable(Level.INFO)) {
-                LOGGER.info(i + ": " + "\"" + queryString + "\": " + avgTime + "ms");
-            }
-
-            if (!panic) {
-                TOccurrenceSearcher searcher = (TOccurrenceSearcher) accessor.getSearcher();
-                fillExpectedResults(queryTokenIndexes, numQueryTokens, searcher.getOccurrenceThreshold());
-                // verify results
-                int checkIndex = 0;
-                while (resultCursor.hasNext()) {
-                    resultCursor.next();
-                    ITupleReference resultTuple = resultCursor.getTuple();
-                    int id = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
-                            resultTuple.getFieldStart(0));
-                    Assert.assertEquals(expectedResults.get(checkIndex).intValue(), id);
-                    checkIndex++;
-                }
-
-                if (expectedResults.size() != checkIndex) {
-                    if (LOGGER.isLoggable(Level.INFO)) {
-                        LOGGER.info("CHECKING");
-                    }
-                    StringBuilder expectedStrBuilder = new StringBuilder();
-                    for (Integer x : expectedResults) {
-                        expectedStrBuilder.append(x + " ");
-                    }
-                    if (LOGGER.isLoggable(Level.INFO)) {
-                        LOGGER.info(expectedStrBuilder.toString());
-                    }
-                }
-
-                Assert.assertEquals(expectedResults.size(), checkIndex);
-            }
-        }
-    }
-
-    /**
-     * Runs 50 random conjunctive search queries to test the
-     * ConjunctiveSearchModifier.
-     */
-    @Test
-    public void conjunctiveKeywordQueryTest() throws Exception {
-        IInvertedIndexSearchModifier searchModifier = new ConjunctiveSearchModifier();
-        runQueries(searchModifier, 50);
-    }
-
-    /**
-     * Runs 50 random jaccard-based search queries with thresholds 1.0, 0.9,
-     * 0.8, 0.7, 0.6, 0.5. Tests the JaccardSearchModifier.
-     */
-    @Test
-    public void jaccardKeywordQueryTest() throws Exception {
-        JaccardSearchModifier searchModifier = new JaccardSearchModifier(1.0f);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 1.0f);
-        }
-        searchModifier.setJaccThresh(1.0f);
-        runQueries(searchModifier, 50);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.9f);
-        }
-        searchModifier.setJaccThresh(0.9f);
-        runQueries(searchModifier, 50);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.8f);
-        }
-        searchModifier.setJaccThresh(0.8f);
-        runQueries(searchModifier, 50);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.7f);
-        }
-        searchModifier.setJaccThresh(0.7f);
-        runQueries(searchModifier, 50);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.6f);
-        }
-        searchModifier.setJaccThresh(0.6f);
-        runQueries(searchModifier, 50);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.5f);
-        }
-        searchModifier.setJaccThresh(0.5f);
-        runQueries(searchModifier, 50);
-    }
-}

hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java b/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java
deleted file mode 100644
index 1c23f72..0000000
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/SearchTest.java
+++ /dev/null
@@ -1,295 +0,0 @@
-/*
- * Copyright 2009-2010 by The Regents of the University of California
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * you may obtain a copy of the License from
- * 
- *     http://www.apache.org/licenses/LICENSE-2.0
- * 
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package edu.uci.ics.hyracks.storage.am.invertedindex;
-
-import java.io.DataOutputStream;
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
-import java.util.logging.Level;
-
-import org.junit.Before;
-import org.junit.Test;
-
-import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparator;
-import edu.uci.ics.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
-import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.btree.impls.BTree;
-import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
-import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
-import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
-import edu.uci.ics.hyracks.storage.am.invertedindex.api.IInvertedIndexSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndex.InvertedIndexAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.InvertedIndexSearchPredicate;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.OccurrenceThresholdPanicException;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.ConjunctiveSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.EditDistanceSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.searchmodifiers.JaccardSearchModifier;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8NGramTokenFactory;
-
-public class SearchTest extends AbstractInvIndexSearchTest {
-
-    protected List<String> dataStrings = new ArrayList<String>();
-    protected List<String> firstNames = new ArrayList<String>();
-    protected List<String> lastNames = new ArrayList<String>();
-
-    protected IBinaryComparator[] btreeBinCmps;
-
-    @Override
-    protected void setTokenizer() {
-        tokenFactory = new UTF8NGramTokenFactory();
-        tokenizer = new NGramUTF8StringBinaryTokenizer(3, false, true, false, tokenFactory);
-    }
-
-    @Before
-    public void start() throws Exception {
-        super.start();
-        btreeBinCmps = new IBinaryComparator[tokenCmpFactories.length];
-        for (int i = 0; i < tokenCmpFactories.length; i++) {
-            btreeBinCmps[i] = tokenCmpFactories[i].createBinaryComparator();
-        }
-        generateDataStrings();
-        loadData();
-    }
-
-    public void generateDataStrings() {
-        firstNames.add("Kathrin");
-        firstNames.add("Cathrin");
-        firstNames.add("Kathryn");
-        firstNames.add("Cathryn");
-        firstNames.add("Kathrine");
-        firstNames.add("Cathrine");
-        firstNames.add("Kathryne");
-        firstNames.add("Cathryne");
-        firstNames.add("Katherin");
-        firstNames.add("Catherin");
-        firstNames.add("Katheryn");
-        firstNames.add("Catheryn");
-        firstNames.add("Katherine");
-        firstNames.add("Catherine");
-        firstNames.add("Katheryne");
-        firstNames.add("Catheryne");
-        firstNames.add("John");
-        firstNames.add("Jack");
-        firstNames.add("Jonathan");
-        firstNames.add("Nathan");
-
-        lastNames.add("Miller");
-        lastNames.add("Myller");
-        lastNames.add("Keller");
-        lastNames.add("Ketler");
-        lastNames.add("Muller");
-        lastNames.add("Fuller");
-        lastNames.add("Smith");
-        lastNames.add("Smyth");
-        lastNames.add("Smithe");
-        lastNames.add("Smythe");
-
-        // Generate all 'firstName lastName' combinations as data strings
-        for (String f : firstNames) {
-            for (String l : lastNames) {
-                dataStrings.add(f + " " + l);
-            }
-        }
-    }
-
-    private class TokenIdPair implements Comparable<TokenIdPair> {
-        public ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
-        public DataOutputStream dos = new DataOutputStream(baaos);
-        public int id;
-
-        TokenIdPair(IToken token, int id) throws IOException {
-            token.serializeToken(dos);
-            this.id = id;
-        }
-
-        @Override
-        public int compareTo(TokenIdPair o) {
-            int cmp = btreeBinCmps[0].compare(baaos.getByteArray(), 0, baaos.getByteArray().length,
-                    o.baaos.getByteArray(), 0, o.baaos.getByteArray().length);
-            if (cmp == 0) {
-                return id - o.id;
-            } else {
-                return cmp;
-            }
-        }
-    }
-
-    public void loadData() throws IOException, IndexException {
-        List<TokenIdPair> pairs = new ArrayList<TokenIdPair>();
-        // generate pairs for subsequent sorting and bulk-loading
-        int id = 0;
-        for (String s : dataStrings) {
-            ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
-            DataOutputStream dos = new DataOutputStream(baaos);
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(s, dos);
-            tokenizer.reset(baaos.getByteArray(), 0, baaos.size());
-            while (tokenizer.hasNext()) {
-                tokenizer.next();
-                IToken token = tokenizer.getToken();
-                pairs.add(new TokenIdPair(token, id));
-            }
-            ++id;
-        }
-        Collections.sort(pairs);
-
-        // bulk load index
-        IIndexBulkLoader bulkLoader = invIndex.createBulkLoader(BTree.DEFAULT_FILL_FACTOR, false);
-
-        for (TokenIdPair t : pairs) {
-            tb.reset();
-            tb.addField(t.baaos.getByteArray(), 0, t.baaos.getByteArray().length);
-            IntegerSerializerDeserializer.INSTANCE.serialize(t.id, tb.getDataOutput());
-            tb.addFieldEndOffset();
-            tuple.reset(tb.getFieldEndOffsets(), tb.getByteArray());
-
-            try {
-                bulkLoader.add(tuple);
-            } catch (Exception e) {
-                e.printStackTrace();
-            }
-        }
-        bulkLoader.end();
-    }
-
-    /**
-     * Runs a specified number of randomly picked strings from dataStrings as
-     * queries. We run each query, measure it's time, and print it's results.
-     */
-    private void runQueries(IInvertedIndexSearchModifier searchModifier, int numQueries) throws Exception {
-        rnd.setSeed(50);
-        InvertedIndexAccessor accessor = (InvertedIndexAccessor) invIndex.createAccessor(
-                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
-        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
-        for (int i = 0; i < numQueries; i++) {
-
-            int queryIndex = Math.abs(rnd.nextInt() % dataStrings.size());
-            String queryString = dataStrings.get(queryIndex);
-
-            // Serialize query.
-            queryTb.reset();
-            UTF8StringSerializerDeserializer.INSTANCE.serialize(queryString, queryTb.getDataOutput());
-            queryTb.addFieldEndOffset();
-            queryTuple.reset(queryTb.getFieldEndOffsets(), queryTb.getByteArray());
-
-            // Set query tuple in search predicate.
-            searchPred.setQueryTuple(queryTuple);
-            searchPred.setQueryFieldIndex(0);
-
-            resultCursor = accessor.createSearchCursor();
-
-            int repeats = 1;
-            double totalTime = 0;
-            for (int j = 0; j < repeats; j++) {
-                long timeStart = System.currentTimeMillis();
-                try {
-                    resultCursor.reset();
-                    accessor.search(resultCursor, searchPred);
-                } catch (OccurrenceThresholdPanicException e) {
-                    // ignore panic queries
-                }
-                long timeEnd = System.currentTimeMillis();
-                totalTime += timeEnd - timeStart;
-            }
-            double avgTime = totalTime / (double) repeats;
-            StringBuilder strBuilder = new StringBuilder();
-            strBuilder.append(i + ": " + "\"" + queryString + "\": " + avgTime + "ms" + "\n");
-            strBuilder.append("CANDIDATE RESULTS:\n");
-            while (resultCursor.hasNext()) {
-                resultCursor.next();
-                ITupleReference resultTuple = resultCursor.getTuple();
-                int id = IntegerSerializerDeserializer
-                        .getInt(resultTuple.getFieldData(0), resultTuple.getFieldStart(0));
-                strBuilder.append(id + " " + dataStrings.get(id));
-                strBuilder.append('\n');
-            }
-            // remove trailing newline
-            strBuilder.deleteCharAt(strBuilder.length() - 1);
-            if (LOGGER.isLoggable(Level.INFO)) {
-                LOGGER.info(strBuilder.toString());
-            }
-        }
-    }
-
-    /**
-     * Runs 5 random conjunctive search queries to test the
-     * ConjunctiveSearchModifier.
-     */
-    @Test
-    public void conjunctiveQueryTest() throws Exception {
-        IInvertedIndexSearchModifier searchModifier = new ConjunctiveSearchModifier();
-        runQueries(searchModifier, 5);
-    }
-
-    /**
-     * Runs 5 random jaccard-based search queries with thresholds 0.9, 0.8, 0.7.
-     * Tests the JaccardSearchModifier.
-     */
-    @Test
-    public void jaccardQueryTest() throws Exception {
-        JaccardSearchModifier searchModifier = new JaccardSearchModifier(1.0f);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.9f);
-        }
-        searchModifier.setJaccThresh(0.9f);
-        runQueries(searchModifier, 5);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.8f);
-        }
-        searchModifier.setJaccThresh(0.8f);
-        runQueries(searchModifier, 5);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("JACCARD: " + 0.7f);
-        }
-        searchModifier.setJaccThresh(0.7f);
-        runQueries(searchModifier, 5);
-    }
-
-    /**
-     * Runs 5 random edit-distance based search queries with thresholds 1, 2, 3.
-     * Tests the EditDistanceSearchModifier.
-     */
-    @Test
-    public void editDistanceQueryTest() throws Exception {
-        EditDistanceSearchModifier searchModifier = new EditDistanceSearchModifier(3, 0);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("EDIT DISTANCE: " + 1);
-        }
-        searchModifier.setEdThresh(1);
-        runQueries(searchModifier, 5);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("EDIT DISTANCE: " + 2);
-        }
-        searchModifier.setEdThresh(2);
-        runQueries(searchModifier, 5);
-
-        if (LOGGER.isLoggable(Level.INFO)) {
-            LOGGER.info("EDIT DISTANCE: " + 3);
-        }
-        searchModifier.setEdThresh(3);
-        runQueries(searchModifier, 5);
-    }
-}

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
index 021e2b8..2e8fcaf 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeLifecycleTest.java
@@ -7,7 +7,7 @@
 import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestContext;
@@ -21,7 +21,7 @@
     private final TreeIndexTestUtils titu = new OrderedIndexTestUtils();
 
     @SuppressWarnings("rawtypes")
-    private ITreeIndexTestContext<? extends CheckTuple> testCtx;
+    private IIndexTestContext<? extends CheckTuple> testCtx;
 
     @Override
     protected boolean persistentStateExists() throws Exception {

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
index 1837e44..96f7778 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/LSMBTreeMultiBulkLoadTest.java
@@ -34,7 +34,7 @@
 public class LSMBTreeMultiBulkLoadTest extends OrderedIndexBulkLoadTest {
     public LSMBTreeMultiBulkLoadTest() {
         // Using 5 bulk load rounds.
-        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, AccessMethodTestsConfig.LSM_RTREE_BULKLOAD_ROUNDS);
+        super(LSMBTreeTestHarness.LEAF_FRAMES_TO_TEST, AccessMethodTestsConfig.LSM_BTREE_BULKLOAD_ROUNDS);
     }
 
     private final LSMBTreeTestHarness harness = new LSMBTreeTestHarness();

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
index 0a16c4d..e4cb37a 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeMultiThreadTest.java
@@ -21,13 +21,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexMultiThreadTest;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.util.LSMBTreeUtils;
 
@@ -48,7 +48,7 @@
     }
 
     @Override
-    protected ITreeIndex createTreeIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
+    protected ITreeIndex createIndex(ITypeTraits[] typeTraits, IBinaryComparatorFactory[] cmpFactories)
             throws TreeIndexException {
         return LSMBTreeUtils.createLSMTree(harness.getMemBufferCache(), harness.getMemFreePageManager(),
                 harness.getIOManager(), harness.getFileReference(), harness.getDiskBufferCache(),
@@ -57,7 +57,7 @@
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -67,37 +67,42 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Insert and merge workload.
         TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertMergeOps, getUniformOpProbs(insertMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
 
         // Inserts mixed with point searches and scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
                 TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts, updates, and deletes.
         TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, getUniformOpProbs(insertDeleteUpdateOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
 
         // Inserts, updates, deletes and merges.
         TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE, TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps,
-                getUniformOpProbs(insertDeleteUpdateMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
 
         // All operations except merge.
         TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, getUniformOpProbs(allNoMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
 
         // All operations.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.UPDATE, TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
@@ -106,9 +111,4 @@
     protected String getIndexTypeName() {
         return "LSMBTree";
     }
-
-    @Override
-    protected FileReference getFileReference() {
-        return harness.getFileReference();
-    }
 }

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
index 377b959..ff9ddb1 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorker.java
@@ -23,12 +23,12 @@
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNonExistentKeyException;
 import edu.uci.ics.hyracks.storage.am.btree.exceptions.BTreeNotUpdateableException;
 import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.btree.impls.LSMBTree;
@@ -37,14 +37,14 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMMergeInProgressException;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
 
-public class LSMBTreeTestWorker extends AbstractTreeIndexTestWorker {
+public class LSMBTreeTestWorker extends AbstractIndexTestWorker {
 
     private final LSMBTree lsmBTree;
     private final int numKeyFields;
     private final ArrayTupleBuilder deleteTb;
     private final ArrayTupleReference deleteTuple = new ArrayTupleReference();
 
-    public LSMBTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+    public LSMBTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         lsmBTree = (LSMBTree) index;
         numKeyFields = lsmBTree.getComparatorFactories().length;

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
index 09af1b7..ef78162 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/multithread/LSMBTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.btree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class LSMBTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class LSMBTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new LSMBTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }

hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
index 35ee472..ba0ae21 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-btree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/btree/util/LSMBTreeTestContext.java
@@ -45,13 +45,13 @@
 
     @Override
     public int getKeyFieldCount() {
-        LSMBTree lsmTree = (LSMBTree) treeIndex;
+        LSMBTree lsmTree = (LSMBTree) index;
         return lsmTree.getComparatorFactories().length;
     }
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        LSMBTree lsmTree = (LSMBTree) treeIndex;
+        LSMBTree lsmTree = (LSMBTree) index;
         return lsmTree.getComparatorFactories();
     }
 

hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java b/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java
index 0b955cd..d6494f8 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/DummyTreeFactory.java
@@ -2,9 +2,9 @@
 
 import edu.uci.ics.hyracks.api.io.FileReference;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.TreeIndexFactory;
 
-public class DummyTreeFactory extends TreeFactory<ITreeIndex> {
+public class DummyTreeFactory extends TreeIndexFactory<ITreeIndex> {
 
     public DummyTreeFactory() {
         super(null, null, null, null, null, null, 0);

hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMTreeFileManagerTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMTreeFileManagerTest.java b/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMTreeFileManagerTest.java
index feb9822..26a0037 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMTreeFileManagerTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-common-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/common/LSMTreeFileManagerTest.java
@@ -39,8 +39,8 @@
 import edu.uci.ics.hyracks.api.io.IODeviceHandle;
 import edu.uci.ics.hyracks.control.nc.io.IOManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMComponentFinalizer;
-import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFileManager;
-import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMTreeFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexFileManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMIndexFileManager;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
 import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
 
@@ -75,7 +75,7 @@
     }
 
     public void sortOrderTest(boolean testFlushFileName) throws InterruptedException, HyracksDataException {
-        ILSMFileManager fileManager = new LSMTreeFileManager(ioManager, fileMapProvider, file, new DummyTreeFactory());
+        ILSMIndexFileManager fileManager = new LSMIndexFileManager(ioManager, fileMapProvider, file, new DummyTreeFactory());
         LinkedList<String> fileNames = new LinkedList<String>();
 
         int numFileNames = 100;
@@ -113,7 +113,7 @@
     }
 
     public void cleanInvalidFilesTest(IOManager ioManager) throws InterruptedException, IOException {
-        ILSMFileManager fileManager = new LSMTreeFileManager(ioManager, fileMapProvider, file, new DummyTreeFactory());
+        ILSMIndexFileManager fileManager = new LSMIndexFileManager(ioManager, fileMapProvider, file, new DummyTreeFactory());
         fileManager.createDirs();
 
         List<FileReference> flushFiles = new ArrayList<FileReference>();
@@ -257,7 +257,7 @@
         return new IOManager(devices, Executors.newCachedThreadPool());
     }
 
-    private FileReference simulateMerge(ILSMFileManager fileManager, FileReference a, FileReference b)
+    private FileReference simulateMerge(ILSMIndexFileManager fileManager, FileReference a, FileReference b)
             throws HyracksDataException {
         String relMergeFileName = (String) fileManager
                 .getRelMergeFileName(a.getFile().getName(), b.getFile().getName());
@@ -265,7 +265,7 @@
         return mergeFile;
     }
 
-    private String getMergeFileName(ILSMFileManager fileNameManager, String firstFile, String lastFile)
+    private String getMergeFileName(ILSMIndexFileManager fileNameManager, String firstFile, String lastFile)
             throws HyracksDataException {
         File f1 = new File(firstFile);
         File f2 = new File(lastFile);

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
new file mode 100644
index 0000000..8541a92
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/pom.xml
@@ -0,0 +1,50 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<artifactId>hyracks-storage-am-lsm-invertedindex-test</artifactId>
+
+	<parent>
+		<artifactId>hyracks-tests</artifactId>
+		<groupId>edu.uci.ics.hyracks</groupId>
+		<version>0.2.1-SNAPSHOT</version>
+		<relativePath>..</relativePath>
+	</parent>
+
+	<build>
+		<plugins>
+			<plugin>
+				<groupId>org.apache.maven.plugins</groupId>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<version>2.0.2</version>
+				<configuration>
+					<source>1.6</source>
+					<target>1.6</target>
+				</configuration>
+			</plugin>
+		</plugins>
+	</build>
+	<dependencies>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-storage-am-lsm-invertedindex</artifactId>
+			<version>0.2.1-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-test-support</artifactId>
+			<version>0.2.1-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+		<dependency>
+			<groupId>edu.uci.ics.hyracks</groupId>
+			<artifactId>hyracks-data-std</artifactId>
+			<version>0.2.1-SNAPSHOT</version>
+			<type>jar</type>
+			<scope>test</scope>
+		</dependency>
+	</dependencies>
+
+</project>
\ No newline at end of file

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..fcb78ad
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.LSM, true, 1);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..4e2fe37
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+
+    public LSMInvertedIndexDeleteTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}
\ No newline at end of file

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
new file mode 100644
index 0000000..e9a1c75
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexInsertTest() {
+        super(InvertedIndexType.LSM, false, 1);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
new file mode 100644
index 0000000..2b5d8c0
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMergeTest.java
@@ -0,0 +1,69 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import java.io.IOException;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMergeTest extends AbstractInvertedIndexLoadTest {
+
+    private final int maxTreesToMerge = AccessMethodTestsConfig.LSM_INVINDEX_MAX_TREES_TO_MERGE;
+    
+    public LSMInvertedIndexMergeTest() {
+        super(InvertedIndexType.LSM, true, 1);
+    }
+
+    @Override
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();        
+        invIndex.create();
+        invIndex.activate();
+        ILSMIndexAccessor invIndexAccessor = (ILSMIndexAccessor) invIndex.createAccessor(NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+
+        for (int i = 0; i < maxTreesToMerge; i++) {
+            for (int j = 0; j < i; j++) {
+                if (bulkLoad) {
+                    LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                } else {
+                    LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+                }
+            }
+            // Perform merge.
+            ILSMIOOperation ioop = invIndexAccessor.createMergeOperation(NoOpIOOperationCallback.INSTANCE);
+            if (ioop != null) {
+                invIndexAccessor.merge(ioop);
+            }
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+        
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java
new file mode 100644
index 0000000..adfb689
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexMultiBulkLoadTest.java
@@ -0,0 +1,27 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexMultiBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public LSMInvertedIndexMultiBulkLoadTest() {
+        super(InvertedIndexType.LSM, true, AccessMethodTestsConfig.LSM_INVINDEX_NUM_BULKLOAD_ROUNDS);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
new file mode 100644
index 0000000..1528e20
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/LSMInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class LSMInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public LSMInvertedIndexSearchTest() {
+        super(InvertedIndexType.LSM, false);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..7d68452
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexDeleteTest.java
@@ -0,0 +1,100 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexDeleteTest extends AbstractInvertedIndexTest {
+
+    protected final int numInsertRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_INSERT_ROUNDS;
+    protected final int numDeleteRounds = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DELETE_ROUNDS;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexDeleteTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        for (int i = 0; i < numInsertRounds; i++) {
+            // Start generating documents ids from 0 again.
+            tupleGen.reset();
+
+            if (bulkLoad) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            } else {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            }
+
+            // Delete all documents in a couple of rounds.
+            int numTuplesPerDeleteRound = (int) Math.ceil((float) testCtx.getDocumentCorpus().size()
+                    / (float) numDeleteRounds);
+            for (int j = 0; j < numDeleteRounds; j++) {
+                LSMInvertedIndexTestUtils.deleteFromInvIndex(testCtx, harness.getRandom(), numTuplesPerDeleteRound);
+                validateAndCheckIndex(testCtx);
+                runTinySearchWorkload(testCtx, tupleGen);
+            }
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
new file mode 100644
index 0000000..f20ec97
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexLoadTest.java
@@ -0,0 +1,89 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexLoadTest extends AbstractInvertedIndexTest {
+
+    protected final boolean bulkLoad;
+    protected final int numRounds;
+
+    public AbstractInvertedIndexLoadTest(InvertedIndexType invIndexType, boolean bulkLoad, int numRounds) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+        this.numRounds = numRounds;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        for (int i = 0; i < numRounds; i++) {
+            if (bulkLoad) {
+                LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            } else {
+                LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+            }
+            validateAndCheckIndex(testCtx);
+            runTinySearchWorkload(testCtx, tupleGen);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        runTest(testCtx, tupleGen);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
new file mode 100644
index 0000000..f2248b7
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexSearchTest.java
@@ -0,0 +1,132 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.EditDistanceSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexSearchTest extends AbstractInvertedIndexTest {
+
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexSearchTest.class.getName());
+
+    protected int NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOC_QUERIES;
+    protected int NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_NUM_RANDOM_QUERIES;
+    protected final boolean bulkLoad;
+
+    public AbstractInvertedIndexSearchTest(InvertedIndexType invIndexType, boolean bulkLoad) {
+        super(invIndexType);
+        this.bulkLoad = bulkLoad;
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen,
+            List<IInvertedIndexSearchModifier> searchModifiers) throws IOException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        invIndex.create();
+        invIndex.activate();
+
+        if (bulkLoad) {
+            LSMInvertedIndexTestUtils.bulkLoadInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        } else {
+            LSMInvertedIndexTestUtils.insertIntoInvIndex(testCtx, tupleGen, NUM_DOCS_TO_INSERT);
+        }
+        invIndex.validate();
+
+        for (IInvertedIndexSearchModifier searchModifier : searchModifiers) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running searches with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(), NUM_DOC_QUERIES,
+                    NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+
+        invIndex.deactivate();
+        invIndex.destroy();
+    }
+
+    private void testWordInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.9f));
+        searchModifiers.add(new JaccardSearchModifier(0.8f));
+        searchModifiers.add(new JaccardSearchModifier(0.7f));
+        searchModifiers.add(new JaccardSearchModifier(0.6f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    private void testNGramInvIndexIndex(LSMInvertedIndexTestContext testCtx) throws IOException, IndexException {
+        TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+        List<IInvertedIndexSearchModifier> searchModifiers = new ArrayList<IInvertedIndexSearchModifier>();
+        searchModifiers.add(new ConjunctiveSearchModifier());
+        searchModifiers.add(new JaccardSearchModifier(1.0f));
+        searchModifiers.add(new JaccardSearchModifier(0.9f));
+        searchModifiers.add(new JaccardSearchModifier(0.8f));
+        searchModifiers.add(new JaccardSearchModifier(0.7f));
+        searchModifiers.add(new JaccardSearchModifier(0.6f));
+        searchModifiers.add(new JaccardSearchModifier(0.5f));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 0));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 1));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 2));
+        searchModifiers.add(new EditDistanceSearchModifier(LSMInvertedIndexTestUtils.TEST_GRAM_LENGTH, 3));
+        runTest(testCtx, tupleGen, searchModifiers);
+    }
+
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness, invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedWordTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedWordInvIndexTestContext(harness,
+                invIndexType);
+        testWordInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void ngramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createNGramInvIndexTestContext(harness, invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException {
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(harness,
+                invIndexType);
+        testNGramInvIndexIndex(testCtx);
+    }
+
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
new file mode 100644
index 0000000..1bf60e2
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/AbstractInvertedIndexTest.java
@@ -0,0 +1,101 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.IOException;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.After;
+import org.junit.Before;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public abstract class AbstractInvertedIndexTest {
+    protected final Logger LOGGER = Logger.getLogger(AbstractInvertedIndexTest.class.getName());
+
+    protected final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+
+    protected final int NUM_DOCS_TO_INSERT = AccessMethodTestsConfig.LSM_INVINDEX_NUM_DOCS_TO_INSERT;
+    protected final int[] SCAN_COUNT_ARRAY = new int[AccessMethodTestsConfig.LSM_INVINDEX_SCAN_COUNT_ARRAY_SIZE];
+
+    protected final int TINY_WORKLOAD_NUM_DOC_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_DOC_QUERIES;
+    protected final int TINY_WORKLOAD_NUM_RANDOM_QUERIES = AccessMethodTestsConfig.LSM_INVINDEX_TINY_NUM_RANDOM_QUERIES;
+
+    // Note: The edit-distance search modifier is tested separately.
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+
+    protected final InvertedIndexType invIndexType;
+
+    public AbstractInvertedIndexTest(InvertedIndexType invIndexType) {
+        this.invIndexType = invIndexType;
+    }
+
+    @Before
+    public void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    @After
+    public void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    /**
+     * Validates the index, and compares it against the expected index.
+     * This test is only for verifying the integrity and correctness of the index,
+     * it does not ensure the correctness of index searches.
+     */
+    protected void validateAndCheckIndex(LSMInvertedIndexTestContext testCtx) throws HyracksDataException, IndexException {
+        IIndex invIndex = testCtx.getIndex();
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("Validating index: " + invIndex);
+        }
+        // Validate index and compare against expected index.
+        invIndex.validate();
+        if (invIndexType == InvertedIndexType.INMEMORY || invIndexType == InvertedIndexType.ONDISK) {
+            // This comparison method exercises different features of these types of inverted indexes.
+            LSMInvertedIndexTestUtils.compareActualAndExpectedIndexes(testCtx);
+        }
+        LSMInvertedIndexTestUtils.compareActualAndExpectedIndexesRangeSearch(testCtx);
+    }
+
+    /**
+     * Runs a workload of queries using different search modifiers, and verifies the correctness of the results.
+     */
+    protected void runTinySearchWorkload(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen) throws IOException,
+            IndexException {
+        for (IInvertedIndexSearchModifier searchModifier : TEST_SEARCH_MODIFIERS) {
+            if (LOGGER.isLoggable(Level.INFO)) {
+                LOGGER.info("Running test workload with: " + searchModifier.toString());
+            }
+            LSMInvertedIndexTestUtils.testIndexSearch(testCtx, tupleGen, harness.getRandom(),
+                    TINY_WORKLOAD_NUM_DOC_QUERIES, TINY_WORKLOAD_NUM_RANDOM_QUERIES, searchModifier, SCAN_COUNT_ARRAY);
+        }
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
new file mode 100644
index 0000000..8519ec9
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/common/LSMInvertedIndexTestHarness.java
@@ -0,0 +1,220 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common;
+
+import java.io.File;
+import java.io.FilenameFilter;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.context.IHyracksTaskContext;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.api.io.IODeviceHandle;
+import edu.uci.ics.hyracks.control.nc.io.IOManager;
+import edu.uci.ics.hyracks.storage.am.common.frames.LIFOMetaDataFrameFactory;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMFlushController;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperationScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.FlushController;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ImmediateScheduler;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.RefCountingOperationTracker;
+import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
+import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
+import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
+import edu.uci.ics.hyracks.test.support.TestStorageManagerComponentHolder;
+import edu.uci.ics.hyracks.test.support.TestUtils;
+
+public class LSMInvertedIndexTestHarness {
+
+    private static final long RANDOM_SEED = 50;
+
+    protected final int diskPageSize;
+    protected final int diskNumPages;
+    protected final int diskMaxOpenFiles;
+    protected final int memPageSize;
+    protected final int memNumPages;
+    protected final int hyracksFrameSize;
+
+    protected IOManager ioManager;
+    protected IBufferCache diskBufferCache;
+    protected IFileMapProvider diskFileMapProvider;
+    protected InMemoryBufferCache memBufferCache;
+    protected InMemoryFreePageManager memFreePageManager;
+    protected IHyracksTaskContext ctx;
+    protected ILSMIOOperationScheduler ioScheduler;
+    protected ILSMFlushController flushController;
+    protected ILSMMergePolicy mergePolicy;
+    protected ILSMOperationTracker opTracker;
+    
+    protected final Random rnd = new Random();
+    protected final static SimpleDateFormat simpleDateFormat = new SimpleDateFormat("ddMMyy-hhmmssSS");
+    protected final static String sep = System.getProperty("file.separator");
+    protected String onDiskDir;
+    protected String btreeFileName = "btree_vocab";
+    protected String invIndexFileName = "inv_index";
+    protected FileReference invIndexFileRef;
+
+    public LSMInvertedIndexTestHarness() {
+        this.diskPageSize = AccessMethodTestsConfig.LSM_INVINDEX_DISK_PAGE_SIZE;
+        this.diskNumPages = AccessMethodTestsConfig.LSM_INVINDEX_DISK_NUM_PAGES;
+        this.diskMaxOpenFiles = AccessMethodTestsConfig.LSM_INVINDEX_DISK_MAX_OPEN_FILES;
+        this.memPageSize = AccessMethodTestsConfig.LSM_INVINDEX_MEM_PAGE_SIZE;
+        this.memNumPages = AccessMethodTestsConfig.LSM_INVINDEX_MEM_NUM_PAGES;
+        this.hyracksFrameSize = AccessMethodTestsConfig.LSM_INVINDEX_HYRACKS_FRAME_SIZE;
+        this.ioScheduler = ImmediateScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.flushController = new FlushController();
+        this.opTracker = new RefCountingOperationTracker();
+    }
+
+    public LSMInvertedIndexTestHarness(int diskPageSize, int diskNumPages, int diskMaxOpenFiles, int memPageSize,
+            int memNumPages, int hyracksFrameSize) {
+        this.diskPageSize = diskPageSize;
+        this.diskNumPages = diskNumPages;
+        this.diskMaxOpenFiles = diskMaxOpenFiles;
+        this.memPageSize = memPageSize;
+        this.memNumPages = memNumPages;
+        this.hyracksFrameSize = hyracksFrameSize;
+        this.ioScheduler = ImmediateScheduler.INSTANCE;
+        this.mergePolicy = NoMergePolicy.INSTANCE;
+        this.flushController = new FlushController();
+        this.opTracker = new RefCountingOperationTracker();
+    }
+
+    public void setUp() throws HyracksException {
+        onDiskDir = "lsm_invertedindex_" + simpleDateFormat.format(new Date()) + sep;
+        ctx = TestUtils.create(getHyracksFrameSize());
+        TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
+        diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
+        diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
+        memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages);
+        memBufferCache.open();
+        memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
+        ioManager = TestStorageManagerComponentHolder.getIOManager();
+        rnd.setSeed(RANDOM_SEED);
+
+        File invIndexFile = new File(onDiskDir + invIndexFileName);
+        invIndexFile.deleteOnExit();
+        invIndexFileRef = new FileReference(invIndexFile);
+    }
+
+    public void tearDown() throws HyracksDataException {
+        diskBufferCache.close();
+        for (IODeviceHandle dev : ioManager.getIODevices()) {
+            File dir = new File(dev.getPath(), onDiskDir);
+            FilenameFilter filter = new FilenameFilter() {
+                public boolean accept(File dir, String name) {
+                    return !name.startsWith(".");
+                }
+            };
+            String[] files = dir.list(filter);
+            if (files != null) {
+                for (String fileName : files) {
+                    File file = new File(dir.getPath() + File.separator + fileName);
+                    file.delete();
+                }
+            }
+            dir.delete();
+        }
+        memBufferCache.close();
+    }
+    
+    public FileReference getInvListsFileRef() {
+        return invIndexFileRef;
+    }
+    
+    public int getDiskPageSize() {
+        return diskPageSize;
+    }
+
+    public int getDiskNumPages() {
+        return diskNumPages;
+    }
+
+    public int getDiskMaxOpenFiles() {
+        return diskMaxOpenFiles;
+    }
+
+    public int getMemPageSize() {
+        return memPageSize;
+    }
+
+    public int getMemNumPages() {
+        return memNumPages;
+    }
+
+    public int getHyracksFrameSize() {
+        return hyracksFrameSize;
+    }
+
+    public IOManager getIOManager() {
+        return ioManager;
+    }
+
+    public IBufferCache getDiskBufferCache() {
+        return diskBufferCache;
+    }
+
+    public IFileMapProvider getDiskFileMapProvider() {
+        return diskFileMapProvider;
+    }
+
+    public InMemoryBufferCache getMemBufferCache() {
+        return memBufferCache;
+    }
+
+    public InMemoryFreePageManager getMemFreePageManager() {
+        return memFreePageManager;
+    }
+
+    public IHyracksTaskContext getHyracksTastContext() {
+        return ctx;
+    }
+
+    public String getOnDiskDir() {
+        return onDiskDir;
+    }
+
+    public Random getRandom() {
+        return rnd;
+    }
+    
+    public ILSMIOOperationScheduler getIOScheduler() {
+        return ioScheduler;
+    }
+
+    public ILSMOperationTracker getOperationTracker() {
+        return opTracker;
+    }
+
+    public ILSMFlushController getFlushController() {
+        return flushController;
+    }
+
+    public ILSMMergePolicy getMergePolicy() {
+        return mergePolicy;
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
new file mode 100644
index 0000000..c71d996
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexDeleteTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexDeleteTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexDeleteTest extends AbstractInvertedIndexDeleteTest {
+    
+    public InMemoryInvertedIndexDeleteTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
new file mode 100644
index 0000000..d2b883d
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexInsertTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexInsertTest extends AbstractInvertedIndexLoadTest {
+    
+    public InMemoryInvertedIndexInsertTest() {
+        super(InvertedIndexType.INMEMORY, false, 1);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
new file mode 100644
index 0000000..f3b3026
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/inmemory/InMemoryInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.inmemory;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class InMemoryInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public InMemoryInvertedIndexSearchTest() {
+        super(InvertedIndexType.INMEMORY, false);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
new file mode 100644
index 0000000..8b01a40
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTest.java
@@ -0,0 +1,158 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.logging.Level;
+import java.util.logging.Logger;
+
+import org.junit.Test;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.api.exceptions.HyracksException;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.config.AccessMethodTestsConfig;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestUtils;
+
+public class LSMInvertedIndexMultiThreadTest {
+
+    protected final Logger LOGGER = Logger.getLogger(LSMInvertedIndexMultiThreadTest.class.getName());
+    
+    // Machine-specific number of threads to use for testing.
+    protected final int REGULAR_NUM_THREADS = Runtime.getRuntime().availableProcessors();
+    // Excessive number of threads for testing.
+    protected final int EXCESSIVE_NUM_THREADS = Runtime.getRuntime().availableProcessors() * 4;
+    protected final int NUM_OPERATIONS = AccessMethodTestsConfig.LSM_INVINDEX_MULTITHREAD_NUM_OPERATIONS;
+    
+    private final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    private final LSMInvertedIndexWorkerFactory workerFactory = new LSMInvertedIndexWorkerFactory();
+    private final ArrayList<TestWorkloadConf> workloadConfs = getTestWorkloadConf();
+    
+    protected void setUp() throws HyracksException {
+        harness.setUp();
+    }
+
+    protected void tearDown() throws HyracksDataException {
+        harness.tearDown();
+    }
+
+    protected void runTest(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numThreads, TestWorkloadConf conf,
+            String dataMsg) throws InterruptedException, TreeIndexException, HyracksException {
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test:\nData: " + dataMsg + "; Threads: " + numThreads
+                    + "; Workload: " + conf.toString() + ".");
+        }
+
+        // 4 batches per thread.
+        int batchSize = (NUM_OPERATIONS / numThreads) / 4;
+
+        LSMInvertedIndexMultiThreadTestDriver driver = new LSMInvertedIndexMultiThreadTestDriver(testCtx.getIndex(),
+                workerFactory, tupleGen.getFieldSerdes(), tupleGen.getFieldGens(), conf.ops, conf.opProbs);
+        driver.init();
+        long[] times = driver.run(numThreads, 1, NUM_OPERATIONS, batchSize);
+        testCtx.getIndex().validate();
+        driver.deinit();
+
+        if (LOGGER.isLoggable(Level.INFO)) {
+            LOGGER.info("LSMInvertedIndex MultiThread Test Time: " + times[0] + "ms");
+        }
+    }
+
+    protected ArrayList<TestWorkloadConf> getTestWorkloadConf() {
+        ArrayList<TestWorkloadConf> workloadConfs = new ArrayList<TestWorkloadConf>();
+
+        // Insert only workload.
+        TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
+
+        // Insert and merge workload.
+        TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
+
+        // Inserts mixed with point searches and scans.
+        TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.POINT_SEARCH,
+                TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
+
+        // Inserts, and deletes.
+        TestOperation[] insertDeleteUpdateOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateOps.length)));
+
+        // Inserts, deletes and merges.
+        TestOperation[] insertDeleteUpdateMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(insertDeleteUpdateMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteUpdateMergeOps.length)));
+
+        // All operations except merge.
+        TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN };
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
+
+        // All operations.
+        TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
+                TestOperation.POINT_SEARCH, TestOperation.SCAN, TestOperation.MERGE };
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
+
+        return workloadConfs;
+    }
+    
+    @Test
+    public void wordTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Documents";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {                
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createWordInvIndexTestContext(harness,
+                        InvertedIndexType.LSM);
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createStringDocumentTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+    
+    @Test
+    public void hashedNGramTokensInvIndexTest() throws IOException, IndexException, InterruptedException {
+        String dataMsg = "Person Names";
+        int[] numThreads = new int[] { REGULAR_NUM_THREADS, EXCESSIVE_NUM_THREADS };
+        for (int i = 0; i < numThreads.length; i++) {
+            for (TestWorkloadConf conf : workloadConfs) {
+                setUp();
+                LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestUtils.createHashedNGramInvIndexTestContext(
+                        harness, InvertedIndexType.LSM);
+                TupleGenerator tupleGen = LSMInvertedIndexTestUtils.createPersonNamesTupleGen(harness.getRandom());
+                runTest(testCtx, tupleGen, numThreads[i], conf, dataMsg);
+                tearDown();
+            }
+        }
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
new file mode 100644
index 0000000..dd7a7a8
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexMultiThreadTestDriver.java
@@ -0,0 +1,41 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IndexMultiThreadTestDriver;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexMultiThreadTestDriver extends IndexMultiThreadTestDriver {
+
+    protected final IFieldValueGenerator[] fieldGens;
+
+    public LSMInvertedIndexMultiThreadTestDriver(IIndex index, IIndexTestWorkerFactory workerFactory,
+            ISerializerDeserializer[] fieldSerdes, IFieldValueGenerator[] fieldGens, TestOperation[] ops,
+            double[] opProbs) {
+        super(index, workerFactory, fieldSerdes, ops, opProbs);
+        this.fieldGens = fieldGens;
+    }
+
+    public DataGenThread createDatagenThread(int numThreads, int numBatches, int batchSize) {
+        return new DataGenThread(numThreads, numBatches, batchSize, fieldSerdes, fieldGens, RANDOM_SEED, 2 * numThreads);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
new file mode 100644
index 0000000..7fede4c
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexTestWorker.java
@@ -0,0 +1,137 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Random;
+
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.LSMMergeInProgressException;
+import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoOpIOOperationCallback;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.impls.LSMInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.ConjunctiveSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.JaccardSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+public class LSMInvertedIndexTestWorker extends AbstractIndexTestWorker {
+
+    protected final LSMInvertedIndex invIndex;
+    protected final List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();    
+    protected final Random rnd = new Random(50);
+    
+    protected final IInvertedIndexSearchModifier[] TEST_SEARCH_MODIFIERS = new IInvertedIndexSearchModifier[] {
+            new ConjunctiveSearchModifier(), new JaccardSearchModifier(0.8f), new JaccardSearchModifier(0.5f) };
+    
+    public LSMInvertedIndexTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
+            int numBatches) {
+        super(dataGen, opSelector, index, numBatches);
+        invIndex = (LSMInvertedIndex) index;
+    }
+
+    @Override
+    public void performOp(ITupleReference tuple, TestOperation op) throws HyracksDataException, IndexException {
+        LSMInvertedIndexAccessor accessor = (LSMInvertedIndexAccessor) indexAccessor;
+        IIndexCursor searchCursor = accessor.createSearchCursor();
+        IIndexCursor rangeSearchCursor = accessor.createRangeSearchCursor();
+        RangePredicate rangePred = new RangePredicate(null, null, true, true, null, null);
+        IBinaryTokenizerFactory tokenizerFactory = invIndex.getTokenizerFactory();
+        int searchModifierIndex = Math.abs(rnd.nextInt()) % TEST_SEARCH_MODIFIERS.length;
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizerFactory.createTokenizer(),
+                TEST_SEARCH_MODIFIERS[searchModifierIndex]);
+        
+        switch (op) {
+            case INSERT: {
+                insert(accessor, tuple);
+                break;
+            }
+
+            case DELETE: {
+                // Randomly pick a document from the corpus to delete.
+                if (!documentCorpus.isEmpty()) {
+                    int docIndex = Math.abs(rnd.nextInt()) % documentCorpus.size();
+                    ITupleReference deleteTuple = documentCorpus.get(docIndex);
+                    accessor.delete(deleteTuple);
+                    // Swap tupleIndex with last element.
+                    documentCorpus.set(docIndex, documentCorpus.get(documentCorpus.size() - 1));
+                    documentCorpus.remove(documentCorpus.size() - 1);
+                } else {
+                    // No existing documents to delete, treat this case as an insert.
+                    insert(accessor, tuple);
+                }
+                break;
+            }
+
+            case POINT_SEARCH: {
+                searchCursor.reset();
+                searchPred.setQueryTuple(tuple);
+                searchPred.setQueryFieldIndex(0);
+                try {
+                    accessor.search(searchCursor, searchPred);
+                    consumeCursorTuples(searchCursor);
+                } catch (OccurrenceThresholdPanicException e) {
+                    // Ignore.
+                }                
+                break;
+            }
+
+            case SCAN: {
+                rangeSearchCursor.reset();
+                accessor.rangeSearch(rangeSearchCursor, rangePred);
+                consumeCursorTuples(rangeSearchCursor);
+                break;
+            }
+
+            case MERGE: {
+                try {
+                    ILSMIOOperation ioop = accessor.createMergeOperation(NoOpIOOperationCallback.INSTANCE);
+                    if (ioop != null) {
+                        accessor.merge(ioop);
+                    }
+                } catch (LSMMergeInProgressException e) {
+                    insert(accessor, tuple);
+                }
+                break;
+            }
+
+            default:
+                throw new HyracksDataException("Op " + op.toString() + " not supported.");
+        }
+    }
+    
+    private void insert(LSMInvertedIndexAccessor accessor, ITupleReference tuple) throws HyracksDataException, IndexException {
+        // Ignore ongoing merges. Do an insert instead.
+        accessor.insert(tuple);
+        // Add tuple to document corpus so we can delete it.
+        ITupleReference copyTuple = TupleUtils.copyTuple(tuple);
+        documentCorpus.add(copyTuple);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
new file mode 100644
index 0000000..877daed
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/multithread/LSMInvertedIndexWorkerFactory.java
@@ -0,0 +1,30 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.multithread;
+
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
+
+public class LSMInvertedIndexWorkerFactory implements IIndexTestWorkerFactory {
+    @Override
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
+        return new LSMInvertedIndexTestWorker(dataGen, opSelector, index, numBatches);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
similarity index 90%
rename from hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java
rename to hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
index 9c7ec09..3059062 100644
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/FixedSizeFrameTupleTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/FixedSizeFrameTupleTest.java
@@ -13,7 +13,7 @@
  * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
 
 import java.nio.ByteBuffer;
 import java.util.ArrayList;
@@ -26,8 +26,8 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeFrameTupleAccessor;
-import edu.uci.ics.hyracks.storage.am.invertedindex.impls.FixedSizeFrameTupleAppender;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk.FixedSizeFrameTupleAppender;
 
 public class FixedSizeFrameTupleTest {
 

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
new file mode 100644
index 0000000..4813615
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexBulkLoadTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexLoadTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexBulkLoadTest extends AbstractInvertedIndexLoadTest {
+
+    public OnDiskInvertedIndexBulkLoadTest() {
+        super(InvertedIndexType.ONDISK, true, 1);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
new file mode 100644
index 0000000..09432de
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexLifecycleTest.java
@@ -0,0 +1,88 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import java.io.File;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.io.FileReference;
+import edu.uci.ics.hyracks.data.std.accessors.PointableBinaryComparatorFactory;
+import edu.uci.ics.hyracks.data.std.primitive.IntegerPointable;
+import edu.uci.ics.hyracks.data.std.primitive.UTF8StringPointable;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
+import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListBuilder;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+
+public class OnDiskInvertedIndexLifecycleTest extends AbstractIndexLifecycleTest {
+
+    private final LSMInvertedIndexTestHarness harness = new LSMInvertedIndexTestHarness();
+    private ITreeIndexFrame frame = null;
+
+    @Override
+    protected boolean persistentStateExists() throws Exception {
+        return harness.getInvListsFileRef().getFile().exists()
+                && ((OnDiskInvertedIndex) index).getBTree().getFileReference().getFile().exists();
+    }
+
+    @Override
+    protected boolean isEmptyIndex() throws Exception {
+        if (frame == null) {
+            frame = ((OnDiskInvertedIndex) index).getBTree().getLeafFrameFactory().createFrame();
+        }
+        return ((OnDiskInvertedIndex) index).getBTree().isEmptyTree(frame);
+    }
+
+    @Override
+    public void setup() throws Exception {
+        harness.setUp();
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[] { UTF8StringPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(UTF8StringPointable.FACTORY) };
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[] { IntegerPointable.TYPE_TRAITS };
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[] { PointableBinaryComparatorFactory
+                .of(IntegerPointable.FACTORY) };
+        IInvertedListBuilder invListBuilder = new FixedSizeElementInvertedListBuilder(invListTypeTraits);
+        FileReference btreeFile = new FileReference(new File(harness.getInvListsFileRef().getFile().getPath() + "_btree"));
+        index = new OnDiskInvertedIndex(harness.getDiskBufferCache(), harness.getDiskFileMapProvider(), invListBuilder,
+                invListTypeTraits, invListCmpFactories, tokenTypeTraits, tokenCmpFactories, harness.getInvListsFileRef(),
+                btreeFile);
+
+    }
+
+    @Override
+    public void tearDown() throws Exception {
+        index.deactivate();
+        index.destroy();
+        harness.tearDown();
+    }
+
+    @Override
+    protected void performInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void checkInsertions() throws Exception {
+        // Do nothing.
+    }
+
+    @Override
+    protected void clearCheckableInsertions() throws Exception {
+        // Do nothing.
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
new file mode 100644
index 0000000..76d9200
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/ondisk/OnDiskInvertedIndexSearchTest.java
@@ -0,0 +1,26 @@
+/*
+ * Copyright 2009-2012 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.ondisk;
+
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.AbstractInvertedIndexSearchTest;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+public class OnDiskInvertedIndexSearchTest extends AbstractInvertedIndexSearchTest {
+
+    public OnDiskInvertedIndexSearchTest() {
+        super(InvertedIndexType.ONDISK, true);
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
similarity index 86%
rename from hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java
rename to hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
index 5f15a91..13bbc35 100644
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/NGramTokenizerTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/NGramTokenizerTest.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.ByteArrayInputStream;
 import java.io.ByteArrayOutputStream;
@@ -33,11 +29,11 @@
 import org.junit.Before;
 import org.junit.Test;
 
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.AbstractUTF8Token;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.AbstractUTF8Token;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8NGramTokenFactory;
 
 public class NGramTokenizerTest {
 

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java

diff --git a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
similarity index 86%
rename from hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java
rename to hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
index 53fb96d..f52eb54 100644
--- a/hyracks-tests/hyracks-storage-am-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/invertedindex/WordTokenizerTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/tokenizers/WordTokenizerTest.java
@@ -1,23 +1,19 @@
-/**
- * Copyright 2010-2011 The Regents of the University of California
- *
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing,
- * software distributed under the License is distributed on
- * an "AS IS"; BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
- * KIND, either express or implied.  See the License for the
- * specific language governing permissions and limitations under
- * the License.
+ * you may obtain a copy of the License from
  * 
- * Author: Alexander Behm <abehm (at) ics.uci.edu>
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
  */
 
-package edu.uci.ics.hyracks.storage.am.invertedindex;
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers;
 
 import java.io.ByteArrayInputStream;
 import java.io.ByteArrayOutputStream;
@@ -34,11 +30,11 @@
 import org.junit.Before;
 import org.junit.Test;
 
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.AbstractUTF8Token;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.IToken;
-import edu.uci.ics.hyracks.storage.am.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.AbstractUTF8Token;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
 
 public class WordTokenizerTest {
 

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
new file mode 100644
index 0000000..7b863b6
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestContext.java
@@ -0,0 +1,195 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.util.ArrayList;
+import java.util.Collection;
+import java.util.HashSet;
+import java.util.List;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.util.SerdeUtils;
+import edu.uci.ics.hyracks.dataflow.common.util.TupleUtils;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.InvertedIndexException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestContext extends OrderedIndexTestContext {
+
+    public static enum InvertedIndexType {
+        INMEMORY,
+        ONDISK,
+        LSM
+    };
+
+    protected IInvertedIndex invIndex;
+    protected IBinaryComparatorFactory[] allCmpFactories;
+    protected IBinaryTokenizerFactory tokenizerFactory;
+    protected InvertedIndexTokenizingTupleIterator indexTupleIter;
+    protected HashSet<Comparable> allTokens = new HashSet<Comparable>();
+    protected List<ITupleReference> documentCorpus = new ArrayList<ITupleReference>();
+    
+    public LSMInvertedIndexTestContext(ISerializerDeserializer[] fieldSerdes, IIndex index,
+            IBinaryTokenizerFactory tokenizerFactory) {
+        super(fieldSerdes, index);
+        this.tokenizerFactory = tokenizerFactory;
+        invIndex = (IInvertedIndex) index;
+        indexTupleIter = new InvertedIndexTokenizingTupleIterator(invIndex.getTokenTypeTraits().length,
+                invIndex.getInvListTypeTraits().length, tokenizerFactory.createTokenizer());
+    }
+
+    @Override
+    public int getKeyFieldCount() {
+        return fieldSerdes.length;
+    }
+
+    @Override
+    public IBinaryComparatorFactory[] getComparatorFactories() {
+        if (allCmpFactories == null) {
+            // Concatenate token and inv-list comparators.
+            IInvertedIndex invIndex = (IInvertedIndex) index;
+            IBinaryComparatorFactory[] tokenCmpFactories = invIndex.getTokenCmpFactories();
+            IBinaryComparatorFactory[] invListCmpFactories = invIndex.getInvListCmpFactories();
+            int totalCmpCount = tokenCmpFactories.length + invListCmpFactories.length;
+            allCmpFactories = new IBinaryComparatorFactory[totalCmpCount];
+            for (int i = 0; i < tokenCmpFactories.length; i++) {
+                allCmpFactories[i] = tokenCmpFactories[i];
+            }
+            for (int i = 0; i < invListCmpFactories.length; i++) {
+                allCmpFactories[i + tokenCmpFactories.length] = invListCmpFactories[i];
+            }
+        }
+        return allCmpFactories;
+    }
+
+    public static LSMInvertedIndexTestContext create(LSMInvertedIndexTestHarness harness, ISerializerDeserializer[] fieldSerdes,
+            int tokenFieldCount, IBinaryTokenizerFactory tokenizerFactory, InvertedIndexType invIndexType) throws IndexException {
+        ITypeTraits[] allTypeTraits = SerdeUtils.serdesToTypeTraits(fieldSerdes);
+        IBinaryComparatorFactory[] allCmpFactories = SerdeUtils.serdesToComparatorFactories(fieldSerdes,
+                fieldSerdes.length);
+        // Set token type traits and comparators.
+        ITypeTraits[] tokenTypeTraits = new ITypeTraits[tokenFieldCount];
+        IBinaryComparatorFactory[] tokenCmpFactories = new IBinaryComparatorFactory[tokenFieldCount];
+        for (int i = 0; i < tokenTypeTraits.length; i++) {
+            tokenTypeTraits[i] = allTypeTraits[i];
+            tokenCmpFactories[i] = allCmpFactories[i];
+        }
+        // Set inverted-list element type traits and comparators.
+        int invListFieldCount = fieldSerdes.length - tokenFieldCount;
+        ITypeTraits[] invListTypeTraits = new ITypeTraits[invListFieldCount];
+        IBinaryComparatorFactory[] invListCmpFactories = new IBinaryComparatorFactory[invListFieldCount];
+        for (int i = 0; i < invListTypeTraits.length; i++) {
+            invListTypeTraits[i] = allTypeTraits[i + tokenFieldCount];
+            invListCmpFactories[i] = allCmpFactories[i + tokenFieldCount];
+        }
+        // Create index and test context.
+        IInvertedIndex invIndex;
+        switch (invIndexType) {
+            case INMEMORY: {
+                invIndex = InvertedIndexUtils.createInMemoryBTreeInvertedindex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, tokenizerFactory);
+                break;
+            }
+            case ONDISK: {
+                invIndex = InvertedIndexUtils.createOnDiskInvertedIndex(harness.getDiskBufferCache(),
+                        harness.getDiskFileMapProvider(), invListTypeTraits, invListCmpFactories, tokenTypeTraits,
+                        tokenCmpFactories, harness.getInvListsFileRef());
+                break;
+            }
+            case LSM: {
+                invIndex = InvertedIndexUtils.createLSMInvertedIndex(harness.getMemBufferCache(),
+                        harness.getMemFreePageManager(), harness.getDiskFileMapProvider(), invListTypeTraits,
+                        invListCmpFactories, tokenTypeTraits, tokenCmpFactories, tokenizerFactory,
+                        harness.getDiskBufferCache(), harness.getIOManager(), harness.getOnDiskDir(),
+                        harness.getFlushController(), harness.getMergePolicy(), harness.getOperationTracker(),
+                        harness.getIOScheduler());
+                break;
+            }
+            default: {
+                throw new InvertedIndexException("Unknow inverted-index type '" + invIndexType + "'.");
+            }
+        }
+        LSMInvertedIndexTestContext testCtx = new LSMInvertedIndexTestContext(fieldSerdes, invIndex, tokenizerFactory);
+        return testCtx;
+    }
+
+    public void insertCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        documentCorpus.add(TupleUtils.copyTuple(tuple));
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            insertCheckTuple(checkTuple, checkTuples);
+            allTokens.add(checkTuple.getField(0));
+        }
+    }
+    
+    public void deleteCheckTuples(ITupleReference tuple, Collection<CheckTuple> checkTuples)
+            throws HyracksDataException {
+        indexTupleIter.reset(tuple);
+        while (indexTupleIter.hasNext()) {
+            indexTupleIter.next();
+            ITupleReference insertTuple = indexTupleIter.getTuple();
+            CheckTuple checkTuple = createCheckTuple(insertTuple);
+            deleteCheckTuple(checkTuple, checkTuples);
+        }
+    }
+    
+    public HashSet<Comparable> getAllTokens() {
+        return allTokens;
+    }
+    
+    @SuppressWarnings("unchecked")
+    public CheckTuple createCheckTuple(ITupleReference tuple) throws HyracksDataException {
+        CheckTuple checkTuple = new CheckTuple(fieldSerdes.length, fieldSerdes.length);
+        for (int i = 0; i < fieldSerdes.length; i++) {
+            ByteArrayInputStream bains = new ByteArrayInputStream(tuple.getFieldData(i), tuple.getFieldStart(i), tuple.getFieldLength(i));
+            DataInput in = new DataInputStream(bains);
+            Comparable field = (Comparable) fieldSerdes[i].deserialize(in);
+            checkTuple.appendField(field);
+        }
+        return checkTuple;
+    }
+    
+    @Override
+    public void upsertCheckTuple(CheckTuple checkTuple, Collection<CheckTuple> checkTuples) {
+        throw new UnsupportedOperationException("Upsert not supported by inverted index.");
+    }
+    
+    public IBinaryTokenizerFactory getTokenizerFactory() {
+        return tokenizerFactory;
+    }
+    
+    public List<ITupleReference> getDocumentCorpus() {
+        return documentCorpus;
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
new file mode 100644
index 0000000..68824f5
--- /dev/null
+++ b/hyracks-tests/hyracks-storage-am-lsm-invertedindex-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/invertedindex/util/LSMInvertedIndexTestUtils.java
@@ -0,0 +1,465 @@
+/*
+ * Copyright 2009-2010 by The Regents of the University of California
+ * Licensed under the Apache License, Version 2.0 (the "License");
+ * you may not use this file except in compliance with the License.
+ * you may obtain a copy of the License from
+ * 
+ *     http://www.apache.org/licenses/LICENSE-2.0
+ * 
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util;
+
+import static org.junit.Assert.fail;
+
+import java.io.ByteArrayInputStream;
+import java.io.DataInput;
+import java.io.DataInputStream;
+import java.io.DataOutput;
+import java.io.DataOutputStream;
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.Iterator;
+import java.util.List;
+import java.util.Random;
+import java.util.SortedSet;
+import java.util.TreeSet;
+
+import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
+import edu.uci.ics.hyracks.api.dataflow.value.ISerializerDeserializer;
+import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
+import edu.uci.ics.hyracks.data.std.util.ByteArrayAccessibleOutputStream;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
+import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
+import edu.uci.ics.hyracks.dataflow.common.data.marshalling.UTF8StringSerializerDeserializer;
+import edu.uci.ics.hyracks.storage.am.btree.OrderedIndexTestUtils;
+import edu.uci.ics.hyracks.storage.am.btree.impls.RangePredicate;
+import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexBulkLoader;
+import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.DocumentStringFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.IFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.PersonNameFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.SortedIntegerFieldValueGenerator;
+import edu.uci.ics.hyracks.storage.am.common.datagen.TupleGenerator;
+import edu.uci.ics.hyracks.storage.am.common.impls.NoOpOperationCallback;
+import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
+import edu.uci.ics.hyracks.storage.am.common.tuples.PermutingTupleReference;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndex;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexAccessor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedIndexSearchModifier;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.api.IInvertedListCursor;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.common.LSMInvertedIndexTestHarness;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.exceptions.OccurrenceThresholdPanicException;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.search.InvertedIndexSearchPredicate;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.DelimitedUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.HashedUTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizer;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.IToken;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.ITokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.NGramUTF8StringBinaryTokenizerFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8NGramTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.tokenizers.UTF8WordTokenFactory;
+import edu.uci.ics.hyracks.storage.am.lsm.invertedindex.util.LSMInvertedIndexTestContext.InvertedIndexType;
+
+@SuppressWarnings("rawtypes")
+public class LSMInvertedIndexTestUtils {
+
+    public static final int TEST_GRAM_LENGTH = 3;
+
+    public static TupleGenerator createStringDocumentTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new DocumentStringFieldValueGenerator(2, 10, 10000, rnd);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    public static TupleGenerator createPersonNamesTupleGen(Random rnd) throws IOException {
+        IFieldValueGenerator[] fieldGens = new IFieldValueGenerator[2];
+        fieldGens[0] = new PersonNameFieldValueGenerator(rnd, 0.5f);
+        fieldGens[1] = new SortedIntegerFieldValueGenerator(0);
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        TupleGenerator tupleGen = new TupleGenerator(fieldGens, fieldSerdes, 0);
+        return tupleGen;
+    }
+
+    public static LSMInvertedIndexTestContext createWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        ITokenFactory tokenFactory = new UTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes, 1, tokenizerFactory,
+                invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedWordInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        ITokenFactory tokenFactory = new HashedUTF8WordTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new DelimitedUTF8StringBinaryTokenizerFactory(true, false,
+                tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes, 1, tokenizerFactory,
+                invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] {
+                UTF8StringSerializerDeserializer.INSTANCE, IntegerSerializerDeserializer.INSTANCE };
+        ITokenFactory tokenFactory = new UTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes, 1, tokenizerFactory,
+                invIndexType);
+        return testCtx;
+    }
+
+    public static LSMInvertedIndexTestContext createHashedNGramInvIndexTestContext(LSMInvertedIndexTestHarness harness,
+            InvertedIndexType invIndexType) throws IOException, IndexException {
+        ISerializerDeserializer[] fieldSerdes = new ISerializerDeserializer[] { IntegerSerializerDeserializer.INSTANCE,
+                IntegerSerializerDeserializer.INSTANCE };
+        ITokenFactory tokenFactory = new HashedUTF8NGramTokenFactory();
+        IBinaryTokenizerFactory tokenizerFactory = new NGramUTF8StringBinaryTokenizerFactory(TEST_GRAM_LENGTH, true,
+                true, false, tokenFactory);
+        LSMInvertedIndexTestContext testCtx = LSMInvertedIndexTestContext.create(harness, fieldSerdes, 1, tokenizerFactory,
+                invIndexType);
+        return testCtx;
+    }
+
+    public static void bulkLoadInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs)
+            throws IndexException, IOException {
+        SortedSet<CheckTuple> tmpMemIndex = new TreeSet<CheckTuple>();;
+        // First generate the expected index by inserting the documents one-by-one.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.insertCheckTuples(tuple, tmpMemIndex);
+        }
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+
+        // Use the expected index to bulk-load the actual index.
+        IIndexBulkLoader bulkLoader = testCtx.getIndex().createBulkLoader(1.0f, false);
+        ArrayTupleBuilder tupleBuilder = new ArrayTupleBuilder(testCtx.getFieldSerdes().length);
+        ArrayTupleReference tuple = new ArrayTupleReference();
+        Iterator<CheckTuple> checkTupleIter = tmpMemIndex.iterator();
+        while (checkTupleIter.hasNext()) {
+            CheckTuple checkTuple = checkTupleIter.next();
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkTuple, tupleBuilder, tuple, fieldSerdes);
+            bulkLoader.add(tuple);
+        }
+        bulkLoader.end();
+
+        // Add all check tuples from the temp index to the text context.
+        testCtx.getCheckTuples().addAll(tmpMemIndex);
+    }
+
+    public static void insertIntoInvIndex(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, int numDocs)
+            throws IOException, IndexException {
+        // InMemoryInvertedIndex only supports insert.
+        for (int i = 0; i < numDocs; i++) {
+            ITupleReference tuple = tupleGen.next();
+            testCtx.getIndexAccessor().insert(tuple);
+            testCtx.insertCheckTuples(tuple, testCtx.getCheckTuples());
+        }
+    }
+
+    public static void deleteFromInvIndex(LSMInvertedIndexTestContext testCtx, Random rnd, int numDocsToDelete)
+            throws HyracksDataException, IndexException {
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        for (int i = 0; i < numDocsToDelete && !documentCorpus.isEmpty(); i++) {
+            int size = documentCorpus.size();
+            int tupleIndex = Math.abs(rnd.nextInt()) % size;
+            ITupleReference deleteTuple = documentCorpus.get(tupleIndex);
+            testCtx.getIndexAccessor().delete(deleteTuple);
+            testCtx.deleteCheckTuples(deleteTuple, testCtx.getCheckTuples());
+            // Swap tupleIndex with last element.
+            documentCorpus.set(tupleIndex, documentCorpus.get(size - 1));
+            documentCorpus.remove(size - 1);
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes using the rangeSearch() method of the inverted-index accessor.
+     */
+    public static void compareActualAndExpectedIndexesRangeSearch(LSMInvertedIndexTestContext testCtx)
+            throws HyracksDataException, IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IIndexCursor invIndexCursor = invIndexAccessor.createRangeSearchCursor();
+        MultiComparator tokenCmp = MultiComparator.create(invIndex.getTokenCmpFactories());
+        IBinaryComparatorFactory[] tupleCmpFactories = new IBinaryComparatorFactory[tokenFieldCount + invListFieldCount];
+        for (int i = 0; i < tokenFieldCount; i++) {
+            tupleCmpFactories[i] = invIndex.getTokenCmpFactories()[i];
+        }
+        for (int i = 0; i < invListFieldCount; i++) {
+            tupleCmpFactories[tokenFieldCount + i] = invIndex.getInvListCmpFactories()[i];
+        }
+        MultiComparator tupleCmp = MultiComparator.create(tupleCmpFactories);
+        RangePredicate nullPred = new RangePredicate(null, null, true, true, tokenCmp, tokenCmp);
+        invIndexAccessor.rangeSearch(invIndexCursor, nullPred);
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        ArrayTupleReference expectedTuple = new ArrayTupleReference();
+
+        Iterator<CheckTuple> expectedIter = testCtx.getCheckTuples().iterator();
+
+        // Compare index elements.
+        try {
+            while (invIndexCursor.hasNext() && expectedIter.hasNext()) {
+                invIndexCursor.next();
+                ITupleReference actualTuple = invIndexCursor.getTuple();
+                CheckTuple expected = expectedIter.next();
+                OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, expectedTuple, fieldSerdes);
+                if (tupleCmp.compare(actualTuple, expectedTuple) != 0) {
+                    fail("Index entries differ for token '" + expected.getField(0) + "'.");
+                }
+            }
+            if (expectedIter.hasNext()) {
+                fail("Indexes do not match. Actual index is missing entries.");
+            }
+            if (invIndexCursor.hasNext()) {
+                fail("Indexes do not match. Actual index contains too many entries.");
+            }
+        } finally {
+            invIndexCursor.close();
+        }
+    }
+
+    /**
+     * Compares actual and expected indexes by comparing their inverted-lists one by one. Exercises the openInvertedListCursor() method of the inverted-index accessor.
+     */
+    @SuppressWarnings("unchecked")
+    public static void compareActualAndExpectedIndexes(LSMInvertedIndexTestContext testCtx) throws HyracksDataException,
+            IndexException {
+        IInvertedIndex invIndex = (IInvertedIndex) testCtx.getIndex();
+        ISerializerDeserializer[] fieldSerdes = testCtx.getFieldSerdes();
+        MultiComparator invListCmp = MultiComparator.create(invIndex.getInvListCmpFactories());
+        IInvertedIndexAccessor invIndexAccessor = (IInvertedIndexAccessor) testCtx.getIndexAccessor();
+        int tokenFieldCount = invIndex.getTokenTypeTraits().length;
+        int invListFieldCount = invIndex.getInvListTypeTraits().length;
+        // All tokens that were inserted into the indexes.
+        Iterator<Comparable> tokensIter = testCtx.getAllTokens().iterator();
+
+        // Search key for finding an inverted-list in the actual index.
+        ArrayTupleBuilder searchKeyBuilder = new ArrayTupleBuilder(tokenFieldCount);
+        ArrayTupleReference searchKey = new ArrayTupleReference();
+        // Cursor over inverted list from actual index.
+        IInvertedListCursor actualInvListCursor = invIndexAccessor.createInvertedListCursor();
+
+        // Helpers for generating a serialized inverted-list element from a CheckTuple from the expected index.
+        ArrayTupleBuilder expectedBuilder = new ArrayTupleBuilder(fieldSerdes.length);
+        // Includes the token fields.
+        ArrayTupleReference completeExpectedTuple = new ArrayTupleReference();
+        // Field permutation and permuting tuple reference to strip away token fields from completeExpectedTuple.
+        int[] fieldPermutation = new int[invListFieldCount];
+        for (int i = 0; i < fieldPermutation.length; i++) {
+            fieldPermutation[i] = tokenFieldCount + i;
+        }
+        PermutingTupleReference expectedTuple = new PermutingTupleReference(fieldPermutation);
+
+        // Iterate over all tokens. Find the inverted-lists in actual and expected indexes. Compare the inverted lists,
+        while (tokensIter.hasNext()) {
+            Comparable token = tokensIter.next();
+
+            // Position inverted-list iterator on expected index.
+            CheckTuple checkLowKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkLowKey.appendField(token);
+            CheckTuple checkHighKey = new CheckTuple(tokenFieldCount, tokenFieldCount);
+            checkHighKey.appendField(token);
+
+            SortedSet<CheckTuple> expectedInvList = OrderedIndexTestUtils.getPrefixExpectedSubset(
+                    testCtx.getCheckTuples(), checkLowKey, checkHighKey);
+            Iterator<CheckTuple> expectedInvListIter = expectedInvList.iterator();
+
+            // Position inverted-list cursor in actual index.
+            OrderedIndexTestUtils.createTupleFromCheckTuple(checkLowKey, searchKeyBuilder, searchKey, fieldSerdes);
+            invIndexAccessor.openInvertedListCursor(actualInvListCursor, searchKey);
+
+            if (actualInvListCursor.size() != expectedInvList.size()) {
+                fail("Actual and expected inverted lists for token '" + token.toString()
+                        + "' have different sizes. Actual size: " + actualInvListCursor.size() + ". Expected size: "
+                        + expectedInvList.size() + ".");
+            }
+            // Compare inverted-list elements.
+            int count = 0;
+            actualInvListCursor.pinPages();
+            try {
+                while (actualInvListCursor.hasNext() && expectedInvListIter.hasNext()) {
+                    actualInvListCursor.next();
+                    ITupleReference actual = actualInvListCursor.getTuple();
+                    CheckTuple expected = expectedInvListIter.next();
+                    OrderedIndexTestUtils.createTupleFromCheckTuple(expected, expectedBuilder, completeExpectedTuple,
+                            fieldSerdes);
+                    expectedTuple.reset(completeExpectedTuple);
+                    if (invListCmp.compare(actual, expectedTuple) != 0) {
+                        fail("Inverted lists of token '" + token + "' differ at position " + count + ".");
+                    }
+                    count++;
+                }
+            } finally {
+                actualInvListCursor.unpinPages();
+            }
+        }
+    }
+
+    /**
+     * Determine the expected results with the simple ScanCount algorithm.
+     */
+    @SuppressWarnings("unchecked")
+    public static void getExpectedResults(int[] scanCountArray, TreeSet<CheckTuple> checkTuples,
+            ITupleReference searchDocument, IBinaryTokenizer tokenizer, ISerializerDeserializer tokenSerde,
+            IInvertedIndexSearchModifier searchModifier, List<Integer> expectedResults) throws IOException {
+        // Reset scan count array.
+        Arrays.fill(scanCountArray, 0);
+        expectedResults.clear();
+
+        ByteArrayAccessibleOutputStream baaos = new ByteArrayAccessibleOutputStream();
+        tokenizer.reset(searchDocument.getFieldData(0), searchDocument.getFieldStart(0),
+                searchDocument.getFieldLength(0));
+        int numQueryTokens = 0;
+        while (tokenizer.hasNext()) {
+            tokenizer.next();
+            IToken token = tokenizer.getToken();
+            baaos.reset();
+            DataOutput out = new DataOutputStream(baaos);
+            token.serializeToken(out);
+            ByteArrayInputStream inStream = new ByteArrayInputStream(baaos.getByteArray(), 0, baaos.size());
+            DataInput dataIn = new DataInputStream(inStream);
+            Comparable tokenObj = (Comparable) tokenSerde.deserialize(dataIn);
+            CheckTuple lowKey = new CheckTuple(1, 1);
+            lowKey.appendField(tokenObj);
+            CheckTuple highKey = new CheckTuple(1, 1);
+            highKey.appendField(tokenObj);
+
+            // Get view over check tuples containing inverted-list corresponding to token. 
+            SortedSet<CheckTuple> invList = OrderedIndexTestUtils.getPrefixExpectedSubset(checkTuples, lowKey, highKey);
+            Iterator<CheckTuple> invListIter = invList.iterator();
+            // Iterate over inverted list and update scan count array.
+            while (invListIter.hasNext()) {
+                CheckTuple checkTuple = invListIter.next();
+                Integer element = (Integer) checkTuple.getField(1);
+                scanCountArray[element]++;
+            }
+            numQueryTokens++;
+        }
+
+        int occurrenceThreshold = searchModifier.getOccurrenceThreshold(numQueryTokens);
+        // Run through scan count array, and see whether elements satisfy the given occurrence threshold.
+        expectedResults.clear();
+        for (int i = 0; i < scanCountArray.length; i++) {
+            if (scanCountArray[i] >= occurrenceThreshold) {
+                expectedResults.add(i);
+            }
+        }
+    }
+
+    public static void testIndexSearch(LSMInvertedIndexTestContext testCtx, TupleGenerator tupleGen, Random rnd,
+            int numDocQueries, int numRandomQueries, IInvertedIndexSearchModifier searchModifier, int[] scanCountArray)
+            throws IOException, IndexException {
+        IInvertedIndex invIndex = testCtx.invIndex;
+        IInvertedIndexAccessor accessor = (IInvertedIndexAccessor) invIndex.createAccessor(
+                NoOpOperationCallback.INSTANCE, NoOpOperationCallback.INSTANCE);
+        IBinaryTokenizer tokenizer = testCtx.getTokenizerFactory().createTokenizer();
+        InvertedIndexSearchPredicate searchPred = new InvertedIndexSearchPredicate(tokenizer, searchModifier);
+        List<ITupleReference> documentCorpus = testCtx.getDocumentCorpus();
+        // Project away the primary-key field.
+        int[] fieldPermutation = new int[] { 0 };
+        PermutingTupleReference searchDocument = new PermutingTupleReference(fieldPermutation);
+
+        IIndexCursor resultCursor = accessor.createSearchCursor();
+        int numQueries = numDocQueries + numRandomQueries;
+        for (int i = 0; i < numQueries; i++) {
+            // If number of documents in the corpus io less than numDocQueries, then replace the remaining ones with random queries.
+            if (i >= numDocQueries || i >= documentCorpus.size()) {
+                // Generate a random query.
+                ITupleReference randomQuery = tupleGen.next();
+                searchDocument.reset(randomQuery);
+            } else {
+                // Pick a random document from the corpus to use as the search query.
+                int queryIndex = Math.abs(rnd.nextInt() % documentCorpus.size());
+                searchDocument.reset(documentCorpus.get(queryIndex));
+            }
+
+            // Set query tuple in search predicate.
+            searchPred.setQueryTuple(searchDocument);
+            searchPred.setQueryFieldIndex(0);
+
+            resultCursor.reset();
+            boolean panic = false;
+            try {
+                accessor.search(resultCursor, searchPred);
+            } catch (OccurrenceThresholdPanicException e) {
+                // ignore panic queries.
+                panic = true;
+            }
+
+            try {
+                if (!panic) {
+                    // Consume cursor and deserialize results so we can sort them. Some search cursors may not deliver the result sorted (e.g., LSM search cursor).
+                    ArrayList<Integer> actualResults = new ArrayList<Integer>();
+                    try {
+                        while (resultCursor.hasNext()) {
+                            resultCursor.next();
+                            ITupleReference resultTuple = resultCursor.getTuple();
+                            int actual = IntegerSerializerDeserializer.getInt(resultTuple.getFieldData(0),
+                                    resultTuple.getFieldStart(0));
+                            actualResults.add(Integer.valueOf(actual));
+                        }
+                    } catch (OccurrenceThresholdPanicException e) {
+                        // Ignore panic queries.
+                        continue;
+                    }
+                    Collections.sort(actualResults);
+
+                    // Get expected results.
+                    List<Integer> expectedResults = new ArrayList<Integer>();
+                    LSMInvertedIndexTestUtils.getExpectedResults(scanCountArray, testCtx.getCheckTuples(), searchDocument,
+                            tokenizer, testCtx.getFieldSerdes()[0], searchModifier, expectedResults);
+
+                    Iterator<Integer> expectedIter = expectedResults.iterator();
+                    Iterator<Integer> actualIter = actualResults.iterator();
+                    while (expectedIter.hasNext() && actualIter.hasNext()) {
+                        int expected = expectedIter.next();
+                        int actual = actualIter.next();
+                        if (actual != expected) {
+                            fail("Query results do not match. Encountered: " + actual + ". Expected: " + expected + "");
+                        }
+                    }
+                    if (expectedIter.hasNext()) {
+                        fail("Query results do not match. Actual results missing.");
+                    }
+                    if (actualIter.hasNext()) {
+                        fail("Query results do not match. Actual contains too many results.");
+                    }
+                }
+            } finally {
+                resultCursor.close();
+            }
+        }
+    }
+}

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
index f1c99d5..cfba169 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeLifecycleTest.java
@@ -7,7 +7,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree;
@@ -31,7 +31,7 @@
     private final TreeIndexTestUtils titu = new RTreeTestUtils();
 
     @SuppressWarnings("rawtypes")
-    private ITreeIndexTestContext<? extends CheckTuple> testCtx;
+    private IIndexTestContext<? extends CheckTuple> testCtx;
 
     @Override
     protected boolean persistentStateExists() throws Exception {

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
index b644307..0930512 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/LSMRTreeWithAntiMatterTuplesLifecycleTest.java
@@ -7,7 +7,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeWithAntiMatterTuples;
@@ -31,7 +31,7 @@
     private final TreeIndexTestUtils titu = new RTreeTestUtils();
 
     @SuppressWarnings("rawtypes")
-    private ITreeIndexTestContext<? extends CheckTuple> testCtx;
+    private IIndexTestContext<? extends CheckTuple> testCtx;
 
     @Override
     protected boolean persistentStateExists() throws Exception {

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
index a89dca1..6a12972 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/AbstractLSMRTreeTestWorker.java
@@ -19,24 +19,26 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
+import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 
-public abstract class AbstractLSMRTreeTestWorker extends AbstractTreeIndexTestWorker {
+public abstract class AbstractLSMRTreeTestWorker extends AbstractIndexTestWorker {
 
     protected final ITreeIndex lsmRTree;
     protected final int numFields;
     protected final ArrayTupleBuilder rearrangedTb;
     protected final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
 
-    public AbstractLSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index,
+    public AbstractLSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index,
             int numBatches) {
         super(dataGen, opSelector, index, numBatches);
-        lsmRTree = index;
+        lsmRTree = (ITreeIndex) index;
         numFields = lsmRTree.getFieldCount();
         rearrangedTb = new ArrayTupleBuilder(numFields);
     }
@@ -72,7 +74,7 @@
         rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
     }
 
-    protected void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException {
+    protected void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
         try {
             while (cursor.hasNext()) {
                 cursor.next();

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
index f3b8361..8b7ce02 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeMultiThreadTest.java
@@ -21,13 +21,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
 import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
@@ -35,14 +35,14 @@
 
 public class LSMRTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
 
-	private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
 
     private LSMRTreeTestWorkerFactory workerFactory = new LSMRTreeTestWorkerFactory();
 
     public LSMRTreeMultiThreadTest() {
-		super(false);
-	}
-    
+        super(false);
+    }
+
     @Override
     protected void setUp() throws HyracksException {
         harness.setUp();
@@ -65,7 +65,7 @@
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -75,34 +75,40 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Insert and merge workload.
         TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertMergeOps, getUniformOpProbs(insertMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
 
         // Inserts mixed with scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts and deletes.
         TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, getUniformOpProbs(insertDeleteOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
 
         // Inserts, deletes and merges.
         TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, getUniformOpProbs(insertDeleteMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
 
         // All operations except merge.
         TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, getUniformOpProbs(allNoMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
 
         // All operations.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
                 TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
@@ -112,9 +118,4 @@
         return "LSMRTree";
     }
 
-    @Override
-    protected FileReference getFileReference() {
-        return harness.getFileReference();
-    }
-
 }

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
index 59a7728..b4d4629 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorker.java
@@ -19,12 +19,12 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
@@ -34,14 +34,14 @@
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTree.LSMRTreeAccessor;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 
-public class LSMRTreeTestWorker extends AbstractTreeIndexTestWorker {
+public class LSMRTreeTestWorker extends AbstractIndexTestWorker {
 
     private final LSMRTree lsmRTree;
     private final int numFields;
     private final ArrayTupleBuilder rearrangedTb;
     private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
 
-    public LSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+    public LSMRTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         lsmRTree = (LSMRTree) index;
         numFields = lsmRTree.getFieldCount();
@@ -122,7 +122,7 @@
         rearrangedTuple.reset(rearrangedTb.getFieldEndOffsets(), rearrangedTb.getByteArray());
     }
 
-    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException {
+    private void consumeCursorTuples(ITreeIndexCursor cursor) throws HyracksDataException, IndexException {
         try {
             while (cursor.hasNext()) {
                 cursor.next();

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
index d580ca2..8aa6d67 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class LSMRTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class LSMRTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new LSMRTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
index 0912504..a5b864c 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesMultiThreadTest.java
@@ -21,13 +21,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
 import edu.uci.ics.hyracks.api.exceptions.HyracksException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.util.LSMRTreeTestHarness;
 import edu.uci.ics.hyracks.storage.am.lsm.rtree.utils.LSMRTreeUtils;
 import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
@@ -35,14 +35,14 @@
 
 public class LSMRTreeWithAntiMatterTuplesMultiThreadTest extends AbstractRTreeMultiThreadTest {
 
-	private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
+    private LSMRTreeTestHarness harness = new LSMRTreeTestHarness();
 
     private LSMRTreeWithAntiMatterTuplesTestWorkerFactory workerFactory = new LSMRTreeWithAntiMatterTuplesTestWorkerFactory();
 
     public LSMRTreeWithAntiMatterTuplesMultiThreadTest() {
-		super(false);
-	}
-    
+        super(false);
+    }
+
     @Override
     protected void setUp() throws HyracksException {
         harness.setUp();
@@ -66,7 +66,7 @@
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -76,34 +76,40 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Insert and merge workload.
         TestOperation[] insertMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertMergeOps, getUniformOpProbs(insertMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertMergeOps.length)));
 
         // Inserts mixed with scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts and deletes.
         TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, getUniformOpProbs(insertDeleteOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
 
         // Inserts, deletes and merges.
         TestOperation[] insertDeleteMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, getUniformOpProbs(insertDeleteMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteMergeOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteMergeOps.length)));
 
         // All operations except merge.
         TestOperation[] allNoMergeOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE,
                 TestOperation.SCAN };
-        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, getUniformOpProbs(allNoMergeOps)));
+        workloadConfs.add(new TestWorkloadConf(allNoMergeOps, ProbabilityHelper
+                .getUniformProbDist(allNoMergeOps.length)));
 
         // All operations.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
                 TestOperation.MERGE };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
@@ -113,9 +119,4 @@
         return "LSMRTree";
     }
 
-    @Override
-    protected FileReference getFileReference() {
-        return harness.getFileReference();
-    }
-
 }

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
index 0f8cdec..6112fda 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorker.java
@@ -19,9 +19,9 @@
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMIOOperation;
@@ -33,7 +33,7 @@
 public class LSMRTreeWithAntiMatterTuplesTestWorker extends AbstractLSMRTreeTestWorker {
 
     public LSMRTreeWithAntiMatterTuplesTestWorker(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+            IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
     }
 

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
index 4613234..d1dda75 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/multithread/LSMRTreeWithAntiMatterTuplesTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.lsm.rtree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class LSMRTreeWithAntiMatterTuplesTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class LSMRTreeWithAntiMatterTuplesTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new LSMRTreeWithAntiMatterTuplesTestWorker(dataGen, opSelector, index, numBatches);
     }
 }

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
index 0ecc65e..eb660f1 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestContext.java
@@ -48,7 +48,7 @@
 
     @Override
     public int getKeyFieldCount() {
-        LSMRTree lsmTree = (LSMRTree) treeIndex;
+        LSMRTree lsmTree = (LSMRTree) index;
         return lsmTree.getComparatorFactories().length;
     }
 
@@ -63,7 +63,7 @@
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        LSMRTree lsmTree = (LSMRTree) treeIndex;
+        LSMRTree lsmTree = (LSMRTree) index;
         return lsmTree.getComparatorFactories();
     }
 

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
index 8d60923..4de1344 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeTestHarness.java
@@ -36,12 +36,12 @@
 import edu.uci.ics.hyracks.storage.am.lsm.common.api.ILSMOperationTracker;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryBufferCache;
 import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.InMemoryFreePageManager;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryBufferCache;
+import edu.uci.ics.hyracks.storage.am.lsm.common.freepage.DualIndexInMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.FlushController;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.ImmediateScheduler;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.NoMergePolicy;
 import edu.uci.ics.hyracks.storage.am.lsm.common.impls.RefCountingOperationTracker;
-import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeInMemoryBufferCache;
-import edu.uci.ics.hyracks.storage.am.lsm.rtree.impls.LSMRTreeInMemoryFreePageManager;
 import edu.uci.ics.hyracks.storage.common.buffercache.HeapBufferAllocator;
 import edu.uci.ics.hyracks.storage.common.buffercache.IBufferCache;
 import edu.uci.ics.hyracks.storage.common.file.IFileMapProvider;
@@ -64,8 +64,8 @@
     protected IOManager ioManager;
     protected IBufferCache diskBufferCache;
     protected IFileMapProvider diskFileMapProvider;
-    protected LSMRTreeInMemoryBufferCache memBufferCache;
-    protected LSMRTreeInMemoryFreePageManager memFreePageManager;
+    protected DualIndexInMemoryBufferCache memBufferCache;
+    protected DualIndexInMemoryFreePageManager memFreePageManager;
     protected IHyracksTaskContext ctx;
     protected ILSMIOOperationScheduler ioScheduler;
     protected ILSMFlushController flushController;
@@ -112,8 +112,8 @@
         TestStorageManagerComponentHolder.init(diskPageSize, diskNumPages, diskMaxOpenFiles);
         diskBufferCache = TestStorageManagerComponentHolder.getBufferCache(ctx);
         diskFileMapProvider = TestStorageManagerComponentHolder.getFileMapProvider(ctx);
-        memBufferCache = new LSMRTreeInMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages);
-        memFreePageManager = new LSMRTreeInMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
+        memBufferCache = new DualIndexInMemoryBufferCache(new HeapBufferAllocator(), memPageSize, memNumPages);
+        memFreePageManager = new DualIndexInMemoryFreePageManager(memNumPages, new LIFOMetaDataFrameFactory());
         ioManager = TestStorageManagerComponentHolder.getIOManager();
         rnd.setSeed(RANDOM_SEED);
     }

hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
index 14ad60d..7cd4d9d 100644
--- a/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
+++ b/hyracks-tests/hyracks-storage-am-lsm-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/lsm/rtree/util/LSMRTreeWithAntiMatterTuplesTestContext.java
@@ -48,7 +48,7 @@
 
     @Override
     public int getKeyFieldCount() {
-        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) treeIndex;
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
         return lsmTree.getComparatorFactories().length;
     }
 
@@ -63,7 +63,7 @@
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) treeIndex;
+        LSMRTreeWithAntiMatterTuples lsmTree = (LSMRTreeWithAntiMatterTuples) index;
         return lsmTree.getComparatorFactories();
     }
 

hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java

diff --git a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java
index 2251875..69c7e15 100644
--- a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java
+++ b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/RTreeLifecycleTest.java
@@ -6,7 +6,7 @@
 import edu.uci.ics.hyracks.dataflow.common.data.marshalling.IntegerSerializerDeserializer;
 import edu.uci.ics.hyracks.storage.am.common.AbstractIndexLifecycleTest;
 import edu.uci.ics.hyracks.storage.am.common.CheckTuple;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestContext;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestContext;
 import edu.uci.ics.hyracks.storage.am.common.TreeIndexTestUtils;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexFrame;
@@ -29,7 +29,7 @@
     private final int numKeys = 4;
 
     @SuppressWarnings("rawtypes")
-    private ITreeIndexTestContext<? extends CheckTuple> testCtx;
+    private IIndexTestContext<? extends CheckTuple> testCtx;
     private ITreeIndexFrame frame = null;
 
     @Override

hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java

diff --git a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
index c40f218..ee245e8 100644
--- a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
+++ b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeMultiThreadTest.java
@@ -20,13 +20,13 @@
 import edu.uci.ics.hyracks.api.dataflow.value.IBinaryComparatorFactory;
 import edu.uci.ics.hyracks.api.dataflow.value.ITypeTraits;
 import edu.uci.ics.hyracks.api.exceptions.HyracksDataException;
-import edu.uci.ics.hyracks.api.io.FileReference;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.TestWorkloadConf;
 import edu.uci.ics.hyracks.storage.am.common.api.IPrimitiveValueProviderFactory;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.TreeIndexException;
+import edu.uci.ics.hyracks.storage.am.common.datagen.ProbabilityHelper;
 import edu.uci.ics.hyracks.storage.am.rtree.AbstractRTreeMultiThreadTest;
 import edu.uci.ics.hyracks.storage.am.rtree.frames.RTreePolicyType;
 import edu.uci.ics.hyracks.storage.am.rtree.util.RTreeUtils;
@@ -35,10 +35,10 @@
 public class RTreeMultiThreadTest extends AbstractRTreeMultiThreadTest {
 
     public RTreeMultiThreadTest() {
-		super(true);
-	}
+        super(true);
+    }
 
-	private RTreeTestHarness harness = new RTreeTestHarness();
+    private RTreeTestHarness harness = new RTreeTestHarness();
 
     private RTreeTestWorkerFactory workerFactory = new RTreeTestWorkerFactory();
 
@@ -62,7 +62,7 @@
     }
 
     @Override
-    protected ITreeIndexTestWorkerFactory getWorkerFactory() {
+    protected IIndexTestWorkerFactory getWorkerFactory() {
         return workerFactory;
     }
 
@@ -72,21 +72,24 @@
 
         // Insert only workload.
         TestOperation[] insertOnlyOps = new TestOperation[] { TestOperation.INSERT };
-        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, getUniformOpProbs(insertOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertOnlyOps.length)));
 
         // Inserts mixed with scans.
         TestOperation[] insertSearchOnlyOps = new TestOperation[] { TestOperation.INSERT, TestOperation.SCAN,
                 TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, getUniformOpProbs(insertSearchOnlyOps)));
+        workloadConfs.add(new TestWorkloadConf(insertSearchOnlyOps, ProbabilityHelper
+                .getUniformProbDist(insertSearchOnlyOps.length)));
 
         // Inserts and deletes.
         TestOperation[] insertDeleteOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE };
-        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, getUniformOpProbs(insertDeleteOps)));
+        workloadConfs.add(new TestWorkloadConf(insertDeleteOps, ProbabilityHelper
+                .getUniformProbDist(insertDeleteOps.length)));
 
         // All operations mixed.
         TestOperation[] allOps = new TestOperation[] { TestOperation.INSERT, TestOperation.DELETE, TestOperation.SCAN,
                 TestOperation.DISKORDER_SCAN };
-        workloadConfs.add(new TestWorkloadConf(allOps, getUniformOpProbs(allOps)));
+        workloadConfs.add(new TestWorkloadConf(allOps, ProbabilityHelper.getUniformProbDist(allOps.length)));
 
         return workloadConfs;
     }
@@ -95,9 +98,4 @@
     protected String getIndexTypeName() {
         return "RTree";
     }
-
-    @Override
-    protected FileReference getFileReference() {
-        return harness.getFileReference();
-    }
 }

hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java

diff --git a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
index f5867e6..7b3acfb 100644
--- a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
+++ b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorker.java
@@ -19,26 +19,26 @@
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleBuilder;
 import edu.uci.ics.hyracks.dataflow.common.comm.io.ArrayTupleReference;
 import edu.uci.ics.hyracks.dataflow.common.data.accessors.ITupleReference;
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector.TestOperation;
 import edu.uci.ics.hyracks.storage.am.common.api.IIndexCursor;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
 import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndexCursor;
 import edu.uci.ics.hyracks.storage.am.common.api.IndexException;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 import edu.uci.ics.hyracks.storage.am.common.ophelpers.MultiComparator;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.RTree;
 import edu.uci.ics.hyracks.storage.am.rtree.impls.SearchPredicate;
 
-public class RTreeTestWorker extends AbstractTreeIndexTestWorker {
+public class RTreeTestWorker extends AbstractIndexTestWorker {
 
     private final RTree rtree;
     private final int numFields;
     private final ArrayTupleReference rearrangedTuple = new ArrayTupleReference();
     private final ArrayTupleBuilder rearrangedTb;
 
-    public RTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, ITreeIndex index, int numBatches) {
+    public RTreeTestWorker(DataGenThread dataGen, TestOperationSelector opSelector, IIndex index, int numBatches) {
         super(dataGen, opSelector, index, numBatches);
         rtree = (RTree) index;
         numFields = rtree.getFieldCount();

hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java

diff --git a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
index d4f14ca..2407e15 100644
--- a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
+++ b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/multithread/RTreeTestWorkerFactory.java
@@ -15,16 +15,16 @@
 
 package edu.uci.ics.hyracks.storage.am.rtree.multithread;
 
-import edu.uci.ics.hyracks.storage.am.common.AbstractTreeIndexTestWorker;
-import edu.uci.ics.hyracks.storage.am.common.ITreeIndexTestWorkerFactory;
+import edu.uci.ics.hyracks.storage.am.common.AbstractIndexTestWorker;
+import edu.uci.ics.hyracks.storage.am.common.IIndexTestWorkerFactory;
 import edu.uci.ics.hyracks.storage.am.common.TestOperationSelector;
-import edu.uci.ics.hyracks.storage.am.common.api.ITreeIndex;
+import edu.uci.ics.hyracks.storage.am.common.dataflow.IIndex;
 import edu.uci.ics.hyracks.storage.am.common.datagen.DataGenThread;
 
-public class RTreeTestWorkerFactory implements ITreeIndexTestWorkerFactory {
+public class RTreeTestWorkerFactory implements IIndexTestWorkerFactory {
     @Override
-    public AbstractTreeIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
-            ITreeIndex index, int numBatches) {
+    public AbstractIndexTestWorker create(DataGenThread dataGen, TestOperationSelector opSelector,
+            IIndex index, int numBatches) {
         return new RTreeTestWorker(dataGen, opSelector, index, numBatches);
     }
 }

hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java

diff --git a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
index 45d7d8c..8c1f0aa 100644
--- a/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
+++ b/hyracks-tests/hyracks-storage-am-rtree-test/src/test/java/edu/uci/ics/hyracks/storage/am/rtree/utils/RTreeTestContext.java
@@ -38,13 +38,13 @@
 
     @Override
     public int getKeyFieldCount() {
-        RTree rtree = (RTree) treeIndex;
+        RTree rtree = (RTree) index;
         return rtree.getComparatorFactories().length;
     }
 
     @Override
     public IBinaryComparatorFactory[] getComparatorFactories() {
-        RTree rtree = (RTree) treeIndex;
+        RTree rtree = (RTree) index;
         return rtree.getComparatorFactories();
     }
 

hyracks-tests/pom.xml

diff --git a/hyracks-tests/pom.xml b/hyracks-tests/pom.xml
index 8950730..7f338b9 100644
--- a/hyracks-tests/pom.xml
+++ b/hyracks-tests/pom.xml
@@ -14,10 +14,10 @@
   <modules>
     <module>hyracks-storage-common-test</module>
     <module>hyracks-storage-am-btree-test</module>
-    <module>hyracks-storage-am-invertedindex-test</module>
     <module>hyracks-storage-am-rtree-test</module>
     <module>hyracks-storage-am-lsm-common-test</module>
     <module>hyracks-storage-am-lsm-btree-test</module>
     <module>hyracks-storage-am-lsm-rtree-test</module>
+    <module>hyracks-storage-am-lsm-invertedindex-test</module>
   </modules>
 </project>

pom.xml

diff --git a/pom.xml b/pom.xml
index 933c320..78f9589 100644
--- a/pom.xml
+++ b/pom.xml
@@ -1,135 +1,115 @@
 
 <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
-	<modelVersion>4.0.0</modelVersion>
-	<groupId>edu.uci.ics.hyracks</groupId>
-	<artifactId>hyracks</artifactId>
-	<version>0.2.1-SNAPSHOT</version>
-	<packaging>pom</packaging>
+  xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/maven-v4_0_0.xsd">
+  <modelVersion>4.0.0</modelVersion>
+  <groupId>edu.uci.ics.hyracks</groupId>
+  <artifactId>hyracks</artifactId>
+  <version>0.2.1-SNAPSHOT</version>
+  <packaging>pom</packaging>
 
-	<properties>
-		<jvm.extraargs></jvm.extraargs>
-	</properties>
+  <properties>
+    <jvm.extraargs></jvm.extraargs>
+  </properties>
 
-	<profiles>
-		<profile>
-			<id>macosx</id>
-			<activation>
-				<os>
-					<name>mac os x</name>
-				</os>
-				<jdk>1.7</jdk>
-			</activation>
-			<properties>
-				<jvm.extraargs>-Djava.nio.channels.spi.SelectorProvider=sun.nio.ch.KQueueSelectorProvider
-					-Xms1024m -Xmx1024m</jvm.extraargs>
-			</properties>
-		</profile>
-	</profiles>
+  <build>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-release-plugin</artifactId>
+        <version>2.0</version>
+        <configuration>
+          <goals>package source:jar javadoc:jar deploy:deploy</goals>
+        </configuration>
+      </plugin>
+      <plugin>
+        <groupId>org.codehaus.mojo</groupId>
+        <artifactId>versions-maven-plugin</artifactId>
+        <version>1.2</version>
+      </plugin>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-surefire-plugin</artifactId>
+        <configuration>
+          <forkMode>pertest</forkMode>
+          <argLine>-enableassertions -Djava.util.logging.config.file=${user.home}/logging.properties -Xdebug -Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n ${jvm.extraargs}</argLine>
+        </configuration>
+      </plugin>
+    </plugins>
+  </build>
 
-	<build>
-		<plugins>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-release-plugin</artifactId>
-				<version>2.0</version>
-				<configuration>
-					<goals>package source:jar javadoc:jar deploy:deploy</goals>
-				</configuration>
-			</plugin>
-			<plugin>
-				<groupId>org.codehaus.mojo</groupId>
-				<artifactId>versions-maven-plugin</artifactId>
-				<version>1.2</version>
-			</plugin>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-surefire-plugin</artifactId>
-				<configuration>
-					<forkMode>pertest</forkMode>
-					<argLine>-enableassertions
-						-Djava.util.logging.config.file=${user.home}/logging.properties
-						-Xdebug
-						-Xrunjdwp:transport=dt_socket,server=y,address=8000,suspend=n
-						${jvm.extraargs}</argLine>
-				</configuration>
-			</plugin>
-		</plugins>
-	</build>
+  <scm>
+    <connection>scm:svn:https://hyracks.googlecode.com/svn/trunk/hyracks</connection>
+    <developerConnection>scm:svn:https://hyracks.googlecode.com/svn/trunk/hyracks</developerConnection>
+    <url>http://code.google.com/p/hyracks/source/browse/#svn/trunk/hyracks</url>
+  </scm>
 
-	<scm>
-		<connection>scm:svn:https://hyracks.googlecode.com/svn/trunk/hyracks</connection>
-		<developerConnection>scm:svn:https://hyracks.googlecode.com/svn/trunk/hyracks</developerConnection>
-		<url>http://code.google.com/p/hyracks/source/browse/#svn/trunk/hyracks</url>
-	</scm>
+  <distributionManagement>
+    <repository>
+      <id>hyracks-releases</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-releases/</url>
+    </repository>
+    <snapshotRepository>
+      <id>hyracks-snapshots</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-snapshots/</url>
+    </snapshotRepository>
+  </distributionManagement>
 
-	<distributionManagement>
-		<repository>
-			<id>hyracks-releases</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-releases/</url>
-		</repository>
-		<snapshotRepository>
-			<id>hyracks-snapshots</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/repositories/hyracks-snapshots/</url>
-		</snapshotRepository>
-	</distributionManagement>
+  <reporting>
+    <plugins>
+      <plugin>
+        <groupId>org.apache.maven.plugins</groupId>
+        <artifactId>maven-changelog-plugin</artifactId>
+      </plugin>
+    </plugins>
+  </reporting>
 
-	<reporting>
-		<plugins>
-			<plugin>
-				<groupId>org.apache.maven.plugins</groupId>
-				<artifactId>maven-changelog-plugin</artifactId>
-			</plugin>
-		</plugins>
-	</reporting>
+  <repositories>
+    <repository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+    </repository>
+    <repository>
+      <id>jboss-public</id>
+      <url>https://repository.jboss.org/nexus/content/groups/public/</url>
+    </repository>
+  </repositories>
 
-	<repositories>
-		<repository>
-			<id>hyracks-public</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
-		</repository>
-		<repository>
-			<id>jboss-public</id>
-			<url>https://repository.jboss.org/nexus/content/groups/public/</url>
-		</repository>
-	</repositories>
+  <pluginRepositories>
+    <pluginRepository>
+      <id>hyracks-public</id>
+      <url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
+      <releases>
+        <updatePolicy>always</updatePolicy>
+      </releases>
+    </pluginRepository>
+  </pluginRepositories>
 
-	<pluginRepositories>
-		<pluginRepository>
-			<id>hyracks-public</id>
-			<url>http://obelix.ics.uci.edu/nexus/content/groups/hyracks-public/</url>
-			<releases>
-				<updatePolicy>always</updatePolicy>
-			</releases>
-		</pluginRepository>
-	</pluginRepositories>
-
-	<modules>
-		<module>hyracks-ipc</module>
-		<module>hyracks-api</module>
-		<module>hyracks-dataflow-common</module>
-		<module>hyracks-dataflow-std</module>
-		<module>hyracks-dataflow-hadoop</module>
-		<module>hyracks-control</module>
-		<module>hyracks-net</module>
-		<module>hyracks-data</module>
-		<module>hyracks-cli</module>
-		<module>hyracks-storage-common</module>
-		<module>hyracks-storage-am-common</module>
-		<module>hyracks-storage-am-btree</module>
-		<module>hyracks-storage-am-invertedindex</module>
-		<module>hyracks-storage-am-lsm-common</module>
-		<module>hyracks-storage-am-lsm-btree</module>
-		<module>hyracks-storage-am-lsm-rtree</module>
-		<module>hyracks-storage-am-rtree</module>
-		<module>hyracks-test-support</module>
-		<module>hyracks-tests</module>
-		<module>hyracks-server</module>
-		<module>hyracks-examples</module>
-		<module>hyracks-documentation</module>
-		<module>hyracks-hadoop-compat</module>
-		<module>hyracks-algebricks</module>
-		<!--module>hyracks-yarn</module -->
-		<module>hyracks-maven-plugins</module>
-	</modules>
+  <modules>
+    <module>hyracks-ipc</module>
+    <module>hyracks-api</module>
+    <module>hyracks-dataflow-common</module>
+    <module>hyracks-dataflow-std</module>
+    <module>hyracks-dataflow-hadoop</module>
+    <module>hyracks-control</module>
+    <module>hyracks-net</module>
+    <module>hyracks-data</module>
+    <module>hyracks-cli</module>
+    <module>hyracks-storage-common</module>
+    <module>hyracks-storage-am-common</module>
+    <module>hyracks-storage-am-btree</module>
+    <module>hyracks-storage-am-lsm-invertedindex</module>
+    <module>hyracks-storage-am-lsm-common</module>
+    <module>hyracks-storage-am-lsm-btree</module>
+    <module>hyracks-storage-am-lsm-rtree</module>
+    <module>hyracks-storage-am-rtree</module>
+    <module>hyracks-test-support</module>
+    <module>hyracks-tests</module>
+    <module>hyracks-server</module>
+    <module>hyracks-examples</module>
+    <module>hyracks-documentation</module>
+    <module>hyracks-hadoop-compat</module>
+    <module>hyracks-algebricks</module>
+    <!--module>hyracks-yarn</module -->
+    <module>hyracks-maven-plugins</module>
+  </modules>
 </project>