diff --git a/java/src/com/android/inputmethod/keyboard/internal/GestureStroke.java b/java/src/com/android/inputmethod/keyboard/internal/GestureStroke.java
index 8251344..7a8c240 100644
--- a/java/src/com/android/inputmethod/keyboard/internal/GestureStroke.java
+++ b/java/src/com/android/inputmethod/keyboard/internal/GestureStroke.java
@@ -25,7 +25,6 @@
     private final ResizableIntArray mXCoordinates = new ResizableIntArray(DEFAULT_CAPACITY);
     private final ResizableIntArray mYCoordinates = new ResizableIntArray(DEFAULT_CAPACITY);
     private float mLength;
-    private float mAngle;
     private int mIncrementalRecognitionSize;
     private int mLastIncrementalBatchSize;
     private long mLastPointTime;
@@ -40,9 +39,6 @@
     private static final int MIN_GESTURE_DURATION = 100; // msec
     private static final float MIN_GESTURE_SAMPLING_RATIO_TO_KEY_WIDTH = 1.0f / 6.0f;
     private static final float GESTURE_RECOG_SPEED_THRESHOLD = 0.4f; // dip/msec
-    private static final float GESTURE_RECOG_CURVATURE_THRESHOLD = (float)(Math.PI / 4.0f);
-
-    private static final float DOUBLE_PI = (float)(2.0f * Math.PI);
 
     public GestureStroke(final int pointerId) {
         mPointerId = pointerId;
@@ -62,7 +58,6 @@
 
     public void reset() {
         mLength = 0;
-        mAngle = 0;
         mIncrementalRecognitionSize = 0;
         mLastIncrementalBatchSize = 0;
         mLastPointTime = 0;
@@ -97,16 +92,6 @@
             mXCoordinates.add(x);
             mYCoordinates.add(y);
             mLength += dist;
-            final float angle = getAngle(lastX, lastY, x, y);
-            if (size > 1) {
-                final float curvature = getAngleDiff(angle, mAngle);
-                if (curvature > GESTURE_RECOG_CURVATURE_THRESHOLD) {
-                    if (size > mIncrementalRecognitionSize) {
-                        mIncrementalRecognitionSize = size;
-                    }
-                }
-            }
-            mAngle = angle;
         }
 
         if (!isHistorical) {
@@ -146,21 +131,4 @@
         // java.lang.Math due to the way the JIT optimizes java.lang.Math.
         return (float)Math.sqrt(dx * dx + dy * dy);
     }
-
-    private static float getAngle(final int x1, final int y1, final int x2, final int y2) {
-        final int dx = x1 - x2;
-        final int dy = y1 - y2;
-        if (dx == 0 && dy == 0) return 0;
-        // Would it be faster to call atan2f() directly via JNI?  Not sure about what the JIT
-        // does with Math.atan2().
-        return (float)Math.atan2(dy, dx);
-    }
-
-    private static float getAngleDiff(final float a1, final float a2) {
-        final float diff = Math.abs(a1 - a2);
-        if (diff > Math.PI) {
-            return DOUBLE_PI - diff;
-        }
-        return diff;
-    }
 }
diff --git a/java/src/com/android/inputmethod/latin/LatinIME.java b/java/src/com/android/inputmethod/latin/LatinIME.java
index 23334d6..bf64b4f 100644
--- a/java/src/com/android/inputmethod/latin/LatinIME.java
+++ b/java/src/com/android/inputmethod/latin/LatinIME.java
@@ -72,6 +72,7 @@
 import com.android.inputmethod.keyboard.KeyboardView;
 import com.android.inputmethod.keyboard.MainKeyboardView;
 import com.android.inputmethod.latin.LocaleUtils.RunInLocale;
+import com.android.inputmethod.latin.Utils.Stats;
 import com.android.inputmethod.latin.define.ProductionFlag;
 import com.android.inputmethod.latin.suggestions.SuggestionStripView;
 import com.android.inputmethod.research.ResearchLogger;
@@ -148,7 +149,7 @@
     private boolean mIsUserDictionaryAvailable;
 
     private LastComposedWord mLastComposedWord = LastComposedWord.NOT_A_COMPOSED_WORD;
-    private WordComposer mWordComposer = new WordComposer();
+    private final WordComposer mWordComposer = new WordComposer();
     private RichInputConnection mConnection = new RichInputConnection(this);
 
     // Keep track of the last selection range to decide if we need to show word alternatives
@@ -1331,6 +1332,12 @@
                 didAutoCorrect = handleSeparator(primaryCode, x, y, spaceState);
             } else {
                 if (SPACE_STATE_PHANTOM == spaceState) {
+                    if (ProductionFlag.IS_INTERNAL) {
+                        if (mWordComposer.isComposingWord() && mWordComposer.isBatchMode()) {
+                            Stats.onAutoCorrection(
+                                    "", mWordComposer.getTypedWord(), " ", mWordComposer);
+                        }
+                    }
                     commitTyped(LastComposedWord.NOT_A_SEPARATOR);
                 }
                 final int keyX, keyY;
@@ -1389,6 +1396,11 @@
     public void onStartBatchInput() {
         mConnection.beginBatchEdit();
         if (mWordComposer.isComposingWord()) {
+            if (ProductionFlag.IS_INTERNAL) {
+                if (mWordComposer.isBatchMode()) {
+                    Stats.onAutoCorrection("", mWordComposer.getTypedWord(), " ", mWordComposer);
+                }
+            }
             commitTyped(LastComposedWord.NOT_A_SEPARATOR);
             mExpectingUpdateSelection = true;
             // The following is necessary for the case where the user typed something but didn't
@@ -1547,7 +1559,9 @@
             }
         } else {
             if (mLastComposedWord.canRevertCommit()) {
-                Utils.Stats.onAutoCorrectionCancellation();
+                if (ProductionFlag.IS_INTERNAL) {
+                    Stats.onAutoCorrectionCancellation();
+                }
                 revertCommit();
                 return;
             }
@@ -1696,7 +1710,9 @@
             if (null != mSuggestionStripView) mSuggestionStripView.dismissAddToDictionaryHint();
         }
         mHandler.postUpdateSuggestionStrip();
-        Utils.Stats.onNonSeparator((char)primaryCode, x, y);
+        if (ProductionFlag.IS_INTERNAL) {
+            Utils.Stats.onNonSeparator((char)primaryCode, x, y);
+        }
     }
 
     // Returns true if we did an autocorrection, false otherwise.
@@ -1760,8 +1776,9 @@
             // already displayed or not, so it's okay.
             setPunctuationSuggestions();
         }
-
-        Utils.Stats.onSeparator((char)primaryCode, x, y);
+        if (ProductionFlag.IS_INTERNAL) {
+            Utils.Stats.onSeparator((char)primaryCode, x, y);
+        }
 
         mHandler.postUpdateShiftState();
         return didAutoCorrect;
@@ -1930,7 +1947,10 @@
                 throw new RuntimeException("We have an auto-correction but the typed word "
                         + "is empty? Impossible! I must commit suicide.");
             }
-            Utils.Stats.onAutoCorrection(typedWord, autoCorrection.toString(), separatorString);
+            if (ProductionFlag.IS_INTERNAL) {
+                Stats.onAutoCorrection(
+                        typedWord, autoCorrection.toString(), separatorString, mWordComposer);
+            }
             mExpectingUpdateSelection = true;
             commitChosenWord(autoCorrection, LastComposedWord.COMMIT_TYPE_DECIDED_WORD,
                     separatorString);
@@ -2020,8 +2040,10 @@
                 // If the suggestion is not in the dictionary, the hint should be shown.
                 && !AutoCorrection.isValidWord(mSuggest.getUnigramDictionaries(), suggestion, true);
 
-        Utils.Stats.onSeparator((char)Keyboard.CODE_SPACE,
-                Constants.NOT_A_COORDINATE, Constants.NOT_A_COORDINATE);
+        if (ProductionFlag.IS_INTERNAL) {
+            Stats.onSeparator((char)Keyboard.CODE_SPACE,
+                    Constants.NOT_A_COORDINATE, Constants.NOT_A_COORDINATE);
+        }
         if (showingAddToDictionaryHint && mIsUserDictionaryAvailable) {
             mSuggestionStripView.showAddToDictionaryHint(
                     suggestion, mCurrentSettings.mHintToSaveText);
@@ -2138,8 +2160,10 @@
                     previousWord.toString(), committedWord.toString());
         }
         mConnection.commitText(originallyTypedWord + mLastComposedWord.mSeparatorString, 1);
-        Utils.Stats.onSeparator(mLastComposedWord.mSeparatorString,
-                Constants.NOT_A_COORDINATE, Constants.NOT_A_COORDINATE);
+        if (ProductionFlag.IS_INTERNAL) {
+            Stats.onSeparator(mLastComposedWord.mSeparatorString,
+                    Constants.NOT_A_COORDINATE, Constants.NOT_A_COORDINATE);
+        }
         if (ProductionFlag.IS_EXPERIMENTAL) {
             ResearchLogger.latinIME_revertCommit(originallyTypedWord);
         }
diff --git a/java/src/com/android/inputmethod/latin/LatinImeLogger.java b/java/src/com/android/inputmethod/latin/LatinImeLogger.java
index a5b4c68..9eab19c 100644
--- a/java/src/com/android/inputmethod/latin/LatinImeLogger.java
+++ b/java/src/com/android/inputmethod/latin/LatinImeLogger.java
@@ -49,7 +49,7 @@
     }
 
     public static void logOnAutoCorrectionForGeometric(String before, String after,
-            int separatorCode, int[] xCoordinates, int[] yCoordinates, int[] relativeTimes) {
+            int separatorCode, InputPointers inputPointers) {
     }
 
     public static void logOnAutoCorrectionCancelled() {
diff --git a/java/src/com/android/inputmethod/latin/Suggest.java b/java/src/com/android/inputmethod/latin/Suggest.java
index 0418d31..278c4b9 100644
--- a/java/src/com/android/inputmethod/latin/Suggest.java
+++ b/java/src/com/android/inputmethod/latin/Suggest.java
@@ -306,6 +306,10 @@
                     wordComposer, prevWordForBigram, proximityInfo, sessionId));
         }
 
+        for (SuggestedWordInfo wordInfo : suggestionsSet) {
+            LatinImeLogger.onAddSuggestedWord(wordInfo.mWord.toString(), wordInfo.mSourceDict);
+        }
+
         final ArrayList<SuggestedWordInfo> suggestionsContainer =
                 CollectionUtils.newArrayList(suggestionsSet);
         final int suggestionsCount = suggestionsContainer.size();
diff --git a/java/src/com/android/inputmethod/latin/UserHistoryDictIOUtils.java b/java/src/com/android/inputmethod/latin/UserHistoryDictIOUtils.java
index 550e4e5..4a3d11a 100644
--- a/java/src/com/android/inputmethod/latin/UserHistoryDictIOUtils.java
+++ b/java/src/com/android/inputmethod/latin/UserHistoryDictIOUtils.java
@@ -18,6 +18,7 @@
 
 import android.util.Log;
 
+import com.android.inputmethod.latin.makedict.BinaryDictIOUtils;
 import com.android.inputmethod.latin.makedict.BinaryDictInputOutput;
 import com.android.inputmethod.latin.makedict.BinaryDictInputOutput.FusionDictionaryBufferInterface;
 import com.android.inputmethod.latin.makedict.FormatSpec.FormatOptions;
@@ -96,6 +97,11 @@
         public void put(final byte b) {
             mBuffer[mPosition++] = b;
         }
+
+        @Override
+        public int limit() {
+            return mBuffer.length;
+        }
     }
 
     /**
@@ -162,7 +168,7 @@
         final Map<Integer, ArrayList<PendingAttribute>> bigrams = CollectionUtils.newTreeMap();
 
         try {
-            BinaryDictInputOutput.readUnigramsAndBigramsBinary(buffer, unigrams, frequencies,
+            BinaryDictIOUtils.readUnigramsAndBigramsBinary(buffer, unigrams, frequencies,
                     bigrams);
             addWordsFromWordMap(unigrams, frequencies, bigrams, dict);
         } catch (IOException e) {
diff --git a/java/src/com/android/inputmethod/latin/Utils.java b/java/src/com/android/inputmethod/latin/Utils.java
index 63b6428..876bc8e 100644
--- a/java/src/com/android/inputmethod/latin/Utils.java
+++ b/java/src/com/android/inputmethod/latin/Utils.java
@@ -412,14 +412,24 @@
         }
 
         public static void onAutoCorrection(final String typedWord, final String correctedWord,
-                final String separatorString) {
-            if (TextUtils.isEmpty(typedWord)) return;
+                final String separatorString, final WordComposer wordComposer) {
+            final boolean isBatchMode = wordComposer.isBatchMode();
+            if (!isBatchMode && TextUtils.isEmpty(typedWord)) return;
             // TODO: this fails when the separator is more than 1 code point long, but
             // the backend can't handle it yet. The only case when this happens is with
             // smileys and other multi-character keys.
             final int codePoint = TextUtils.isEmpty(separatorString) ? Constants.NOT_A_CODE
                     : separatorString.codePointAt(0);
-            LatinImeLogger.logOnAutoCorrectionForTyping(typedWord, correctedWord, codePoint);
+            if (!isBatchMode) {
+                LatinImeLogger.logOnAutoCorrectionForTyping(typedWord, correctedWord, codePoint);
+            } else {
+                if (!TextUtils.isEmpty(correctedWord)) {
+                    // We must make sure that InputPointer contains only the relative timestamps,
+                    // not actual timestamps.
+                    LatinImeLogger.logOnAutoCorrectionForGeometric(
+                            "", correctedWord, codePoint, wordComposer.getInputPointers());
+                }
+            }
         }
 
         public static void onAutoCorrectionCancellation() {
diff --git a/java/src/com/android/inputmethod/latin/makedict/BinaryDictIOUtils.java b/java/src/com/android/inputmethod/latin/makedict/BinaryDictIOUtils.java
new file mode 100644
index 0000000..1a85e71
--- /dev/null
+++ b/java/src/com/android/inputmethod/latin/makedict/BinaryDictIOUtils.java
@@ -0,0 +1,127 @@
+/*
+ * Copyright (C) 2012 The Android Open Source Project
+ *
+ * Licensed under the Apache License, Version 2.0 (the "License"); you may not
+ * use this file except in compliance with the License. You may obtain a copy of
+ * the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
+ * WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
+ * License for the specific language governing permissions and limitations under
+ * the License.
+ */
+
+package com.android.inputmethod.latin.makedict;
+
+import com.android.inputmethod.latin.makedict.BinaryDictInputOutput;
+import com.android.inputmethod.latin.makedict.BinaryDictInputOutput.FusionDictionaryBufferInterface;
+import com.android.inputmethod.latin.makedict.FormatSpec.FileHeader;
+import com.android.inputmethod.latin.makedict.FormatSpec.FormatOptions;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Map;
+import java.util.Stack;
+
+public class BinaryDictIOUtils {
+    private static final boolean DBG = false;
+
+    private static class Position {
+        public static final int NOT_READ_GROUPCOUNT = -1;
+
+        public int mAddress;
+        public int mNumOfCharGroup;
+        public int mPosition;
+        public int mLength;
+
+        public Position(int address, int length) {
+            mAddress = address;
+            mLength = length;
+            mNumOfCharGroup = NOT_READ_GROUPCOUNT;
+        }
+    }
+
+    /**
+     * Tours all node without recursive call.
+     */
+    private static void readUnigramsAndBigramsBinaryInner(
+            final FusionDictionaryBufferInterface buffer, final int headerSize,
+            final Map<Integer, String> words, final Map<Integer, Integer> frequencies,
+            final Map<Integer, ArrayList<PendingAttribute>> bigrams,
+            final FormatOptions formatOptions) {
+        int[] pushedChars = new int[FormatSpec.MAX_WORD_LENGTH + 1];
+
+        Stack<Position> stack = new Stack<Position>();
+        int index = 0;
+
+        Position initPos = new Position(headerSize, 0);
+        stack.push(initPos);
+
+        while (!stack.empty()) {
+            Position p = stack.peek();
+
+            if (DBG) {
+                MakedictLog.d("read: address=" + p.mAddress + ", numOfCharGroup=" +
+                        p.mNumOfCharGroup + ", position=" + p.mPosition + ", length=" + p.mLength);
+            }
+
+            if (buffer.position() != p.mAddress) buffer.position(p.mAddress);
+            if (index != p.mLength) index = p.mLength;
+
+            if (p.mNumOfCharGroup == Position.NOT_READ_GROUPCOUNT) {
+                p.mNumOfCharGroup = BinaryDictInputOutput.readCharGroupCount(buffer);
+                p.mAddress += BinaryDictInputOutput.getGroupCountSize(p.mNumOfCharGroup);
+                p.mPosition = 0;
+            }
+
+            CharGroupInfo info = BinaryDictInputOutput.readCharGroup(buffer,
+                    p.mAddress - headerSize, formatOptions);
+            for (int i = 0; i < info.mCharacters.length; ++i) {
+                pushedChars[index++] = info.mCharacters[i];
+            }
+            p.mPosition++;
+
+            if (info.mFrequency != FusionDictionary.CharGroup.NOT_A_TERMINAL) { // found word
+                words.put(info.mOriginalAddress, new String(pushedChars, 0, index));
+                frequencies.put(info.mOriginalAddress, info.mFrequency);
+                if (info.mBigrams != null) bigrams.put(info.mOriginalAddress, info.mBigrams);
+            }
+
+            if (p.mPosition == p.mNumOfCharGroup) {
+                stack.pop();
+            } else {
+                // the node has more groups.
+                p.mAddress = buffer.position();
+            }
+
+            if (BinaryDictInputOutput.hasChildrenAddress(info.mChildrenAddress)) {
+                Position childrenPos = new Position(info.mChildrenAddress + headerSize, index);
+                stack.push(childrenPos);
+            }
+        }
+    }
+
+    /**
+     * Reads unigrams and bigrams from the binary file.
+     * Doesn't make the memory representation of the dictionary.
+     *
+     * @param buffer the buffer to read.
+     * @param words the map to store the address as a key and the word as a value.
+     * @param frequencies the map to store the address as a key and the frequency as a value.
+     * @param bigrams the map to store the address as a key and the list of address as a value.
+     * @throws IOException
+     * @throws UnsupportedFormatException
+     */
+    public static void readUnigramsAndBigramsBinary(final FusionDictionaryBufferInterface buffer,
+            final Map<Integer, String> words, final Map<Integer, Integer> frequencies,
+            final Map<Integer, ArrayList<PendingAttribute>> bigrams) throws IOException,
+            UnsupportedFormatException {
+        // Read header
+        final FileHeader header = BinaryDictInputOutput.readHeader(buffer);
+        readUnigramsAndBigramsBinaryInner(buffer, header.mHeaderSize, words, frequencies, bigrams,
+                header.mFormatOptions);
+    }
+}
diff --git a/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java b/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
index 72d1229..c865702 100644
--- a/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
+++ b/java/src/com/android/inputmethod/latin/makedict/BinaryDictInputOutput.java
@@ -63,6 +63,7 @@
         public int position();
         public void position(int newPosition);
         public void put(final byte b);
+        public int limit();
     }
 
     public static final class ByteBufferWrapper implements FusionDictionaryBufferInterface {
@@ -107,6 +108,11 @@
         public void put(final byte b) {
             mBuffer.put(b);
         }
+
+        @Override
+        public int limit() {
+            return mBuffer.limit();
+        }
     }
 
     /**
@@ -284,7 +290,7 @@
      * @param count the group count
      * @return the size of the group count, either 1 or 2 bytes.
      */
-    private static int getGroupCountSize(final int count) {
+    public static int getGroupCountSize(final int count) {
         if (FormatSpec.MAX_CHARGROUPS_FOR_ONE_BYTE_CHARGROUP_COUNT >= count) {
             return 1;
         } else if (FormatSpec.MAX_CHARGROUPS_IN_A_NODE >= count) {
@@ -379,7 +385,7 @@
     /**
      * Helper method to hide the actual value of the no children address.
      */
-    private static boolean hasChildrenAddress(final int address) {
+    public static boolean hasChildrenAddress(final int address) {
         return FormatSpec.NO_CHILDREN_ADDRESS != address;
     }
 
@@ -1099,7 +1105,7 @@
     // readDictionaryBinary is the public entry point for them.
 
     private static final int[] CHARACTER_BUFFER = new int[FormatSpec.MAX_WORD_LENGTH];
-    private static CharGroupInfo readCharGroup(final FusionDictionaryBufferInterface buffer,
+    public static CharGroupInfo readCharGroup(final FusionDictionaryBufferInterface buffer,
             final int originalGroupAddress, final FormatOptions options) {
         int addressPointer = originalGroupAddress;
         final int flags = buffer.readUnsignedByte();
@@ -1212,7 +1218,7 @@
     /**
      * Reads and returns the char group count out of a buffer and forwards the pointer.
      */
-    private static int readCharGroupCount(final FusionDictionaryBufferInterface buffer) {
+    public static int readCharGroupCount(final FusionDictionaryBufferInterface buffer) {
         final int msb = buffer.readUnsignedByte();
         if (FormatSpec.MAX_CHARGROUPS_FOR_ONE_BYTE_CHARGROUP_COUNT >= msb) {
             return msb;
@@ -1341,146 +1347,67 @@
             final Map<Integer, Node> reverseNodeMap, final Map<Integer, CharGroup> reverseGroupMap,
             final FormatOptions options)
             throws IOException {
-        final int nodeOrigin = buffer.position() - headerSize;
-        final int count = readCharGroupCount(buffer);
         final ArrayList<CharGroup> nodeContents = new ArrayList<CharGroup>();
-        int groupOffset = nodeOrigin + getGroupCountSize(count);
-        for (int i = count; i > 0; --i) {
-            CharGroupInfo info = readCharGroup(buffer, groupOffset, options);
-            ArrayList<WeightedString> shortcutTargets = info.mShortcutTargets;
-            ArrayList<WeightedString> bigrams = null;
-            if (null != info.mBigrams) {
-                bigrams = new ArrayList<WeightedString>();
-                for (PendingAttribute bigram : info.mBigrams) {
-                    final String word = getWordAtAddress(
-                            buffer, headerSize, bigram.mAddress, options);
-                    bigrams.add(new WeightedString(word, bigram.mFrequency));
+        final int nodeOrigin = buffer.position() - headerSize;
+
+        do { // Scan the linked-list node.
+            final int nodeHeadPosition = buffer.position() - headerSize;
+            final int count = readCharGroupCount(buffer);
+            int groupOffset = nodeHeadPosition + getGroupCountSize(count);
+            for (int i = count; i > 0; --i) { // Scan the array of CharGroup.
+                CharGroupInfo info = readCharGroup(buffer, groupOffset, options);
+                ArrayList<WeightedString> shortcutTargets = info.mShortcutTargets;
+                ArrayList<WeightedString> bigrams = null;
+                if (null != info.mBigrams) {
+                    bigrams = new ArrayList<WeightedString>();
+                    for (PendingAttribute bigram : info.mBigrams) {
+                        final String word = getWordAtAddress(
+                                buffer, headerSize, bigram.mAddress, options);
+                        bigrams.add(new WeightedString(word, bigram.mFrequency));
+                    }
+                }
+                if (hasChildrenAddress(info.mChildrenAddress)) {
+                    Node children = reverseNodeMap.get(info.mChildrenAddress);
+                    if (null == children) {
+                        final int currentPosition = buffer.position();
+                        buffer.position(info.mChildrenAddress + headerSize);
+                        children = readNode(
+                                buffer, headerSize, reverseNodeMap, reverseGroupMap, options);
+                        buffer.position(currentPosition);
+                    }
+                    nodeContents.add(
+                            new CharGroup(info.mCharacters, shortcutTargets, bigrams,
+                                    info.mFrequency,
+                                    0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
+                                    0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED), children));
+                } else {
+                    nodeContents.add(
+                            new CharGroup(info.mCharacters, shortcutTargets, bigrams,
+                                    info.mFrequency,
+                                    0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
+                                    0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED)));
+                }
+                groupOffset = info.mEndAddress;
+            }
+
+            // reach the end of the array.
+            if (options.mHasLinkedListNode) {
+                final int nextAddress = buffer.readUnsignedInt24();
+                if (nextAddress >= 0 && nextAddress < buffer.limit()) {
+                    buffer.position(nextAddress);
+                } else {
+                    break;
                 }
             }
-            if (hasChildrenAddress(info.mChildrenAddress)) {
-                Node children = reverseNodeMap.get(info.mChildrenAddress);
-                if (null == children) {
-                    final int currentPosition = buffer.position();
-                    buffer.position(info.mChildrenAddress + headerSize);
-                    children = readNode(
-                            buffer, headerSize, reverseNodeMap, reverseGroupMap, options);
-                    buffer.position(currentPosition);
-                }
-                nodeContents.add(
-                        new CharGroup(info.mCharacters, shortcutTargets, bigrams, info.mFrequency,
-                                0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
-                                0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED), children));
-            } else {
-                nodeContents.add(
-                        new CharGroup(info.mCharacters, shortcutTargets, bigrams, info.mFrequency,
-                                0 != (info.mFlags & FormatSpec.FLAG_IS_NOT_A_WORD),
-                                0 != (info.mFlags & FormatSpec.FLAG_IS_BLACKLISTED)));
-            }
-            groupOffset = info.mEndAddress;
-        }
+        } while (options.mHasLinkedListNode &&
+                buffer.position() != FormatSpec.NO_FORWARD_LINK_ADDRESS);
+
         final Node node = new Node(nodeContents);
         node.mCachedAddress = nodeOrigin;
         reverseNodeMap.put(node.mCachedAddress, node);
         return node;
     }
 
-    // TODO: move these methods (readUnigramsAndBigramsBinary(|Inner)) and an inner class (Position)
-    // out of this class.
-    private static class Position {
-        public static final int NOT_READ_GROUPCOUNT = -1;
-
-        public int mAddress;
-        public int mNumOfCharGroup;
-        public int mPosition;
-        public int mLength;
-
-        public Position(int address, int length) {
-            mAddress = address;
-            mLength = length;
-            mNumOfCharGroup = NOT_READ_GROUPCOUNT;
-        }
-    }
-
-    /**
-     * Tours all node without recursive call.
-     */
-    private static void readUnigramsAndBigramsBinaryInner(
-            final FusionDictionaryBufferInterface buffer, final int headerSize,
-            final Map<Integer, String> words, final Map<Integer, Integer> frequencies,
-            final Map<Integer, ArrayList<PendingAttribute>> bigrams,
-            final FormatOptions formatOptions) {
-        int[] pushedChars = new int[FormatSpec.MAX_WORD_LENGTH + 1];
-
-        Stack<Position> stack = new Stack<Position>();
-        int index = 0;
-
-        Position initPos = new Position(headerSize, 0);
-        stack.push(initPos);
-
-        while (!stack.empty()) {
-            Position p = stack.peek();
-
-            if (DBG) {
-                MakedictLog.d("read: address=" + p.mAddress + ", numOfCharGroup=" +
-                        p.mNumOfCharGroup + ", position=" + p.mPosition + ", length=" + p.mLength);
-            }
-
-            if (buffer.position() != p.mAddress) buffer.position(p.mAddress);
-            if (index != p.mLength) index = p.mLength;
-
-            if (p.mNumOfCharGroup == Position.NOT_READ_GROUPCOUNT) {
-                p.mNumOfCharGroup = readCharGroupCount(buffer);
-                p.mAddress += getGroupCountSize(p.mNumOfCharGroup);
-                p.mPosition = 0;
-            }
-
-            CharGroupInfo info = readCharGroup(buffer, p.mAddress - headerSize, formatOptions);
-            for (int i = 0; i < info.mCharacters.length; ++i) {
-                pushedChars[index++] = info.mCharacters[i];
-            }
-            p.mPosition++;
-
-            if (info.mFrequency != FusionDictionary.CharGroup.NOT_A_TERMINAL) { // found word
-                words.put(info.mOriginalAddress, new String(pushedChars, 0, index));
-                frequencies.put(info.mOriginalAddress, info.mFrequency);
-                if (info.mBigrams != null) bigrams.put(info.mOriginalAddress, info.mBigrams);
-            }
-
-            if (p.mPosition == p.mNumOfCharGroup) {
-                stack.pop();
-            } else {
-                // the node has more groups.
-                p.mAddress = buffer.position();
-            }
-
-            if (hasChildrenAddress(info.mChildrenAddress)) {
-                Position childrenPos = new Position(info.mChildrenAddress + headerSize, index);
-                stack.push(childrenPos);
-            }
-        }
-    }
-
-    /**
-     * Reads unigrams and bigrams from the binary file.
-     * Doesn't make the memory representation of the dictionary.
-     *
-     * @param buffer the buffer to read.
-     * @param words the map to store the address as a key and the word as a value.
-     * @param frequencies the map to store the address as a key and the frequency as a value.
-     * @param bigrams the map to store the address as a key and the list of address as a value.
-     * @throws IOException
-     * @throws UnsupportedFormatException
-     */
-    public static void readUnigramsAndBigramsBinary(final FusionDictionaryBufferInterface buffer,
-            final Map<Integer, String> words, final Map<Integer, Integer> frequencies,
-            final Map<Integer, ArrayList<PendingAttribute>> bigrams) throws IOException,
-            UnsupportedFormatException {
-        // Read header
-        final FileHeader header = readHeader(buffer);
-        readUnigramsAndBigramsBinaryInner(buffer, header.mHeaderSize, words, frequencies, bigrams,
-                header.mFormatOptions);
-    }
-
     /**
      * Helper function to get the binary format version from the header.
      * @throws IOException
@@ -1517,7 +1444,7 @@
      * @throws IOException
      * @throws UnsupportedFormatException
      */
-    private static FileHeader readHeader(final FusionDictionaryBufferInterface buffer)
+    public static FileHeader readHeader(final FusionDictionaryBufferInterface buffer)
             throws IOException, UnsupportedFormatException {
         final int version = checkFormatVersion(buffer);
         final int optionsFlags = buffer.readUnsignedShort();
diff --git a/native/jni/src/geometry_utils.h b/native/jni/src/geometry_utils.h
index bad5eda..3892b46 100644
--- a/native/jni/src/geometry_utils.h
+++ b/native/jni/src/geometry_utils.h
@@ -64,17 +64,8 @@
     return diff;
 }
 
-// static float pointToLineSegSquaredDistanceFloat(
-//         float x, float y, float x1, float y1, float x2, float y2) {
-//     float A = x - x1;
-//     float B = y - y1;
-//     float C = x2 - x1;
-//     float D = y2 - y1;
-//     return fabsf(A * D - C * B) / sqrtf(C * C + D * D);
-// }
-
 static inline float pointToLineSegSquaredDistanceFloat(
-        float x, float y, float x1, float y1, float x2, float y2) {
+        float x, float y, float x1, float y1, float x2, float y2, bool extend) {
     const float ray1x = x - x1;
     const float ray1y = y - y1;
     const float ray2x = x2 - x1;
@@ -86,10 +77,10 @@
 
     float projectionX;
     float projectionY;
-    if (projectionLengthSqr < 0.0f) {
+    if (!extend && projectionLengthSqr < 0.0f) {
         projectionX = x1;
         projectionY = y1;
-    } else if (projectionLengthSqr > 1.0f) {
+    } else if (!extend && projectionLengthSqr > 1.0f) {
         projectionX = x2;
         projectionY = y2;
     } else {
diff --git a/native/jni/src/proximity_info_state.cpp b/native/jni/src/proximity_info_state.cpp
index ac1a39d..b9fce5f 100644
--- a/native/jni/src/proximity_info_state.cpp
+++ b/native/jni/src/proximity_info_state.cpp
@@ -504,7 +504,7 @@
     if (index >= mInputXs.size()) {
         return filterSize;
     }
-    int i = filterSize;
+    int newFilterSize = filterSize;
     for (int j = 0; j < mProximityInfo->getKeyCount(); ++j) {
         if (mNearKeysVector[index].test(j)) {
             const int32_t keyCodePoint = mProximityInfo->getCodePointOf(j);
@@ -517,11 +517,11 @@
                 }
             }
             if (insert) {
-                filter[i++] = keyCodePoint;
+                filter[newFilterSize++] = keyCodePoint;
             }
         }
     }
-    return i;
+    return newFilterSize;
 }
 
 float ProximityInfoState::getAveragePointDuration() const {
diff --git a/tests/src/com/android/inputmethod/latin/makedict/BinaryDictIOTests.java b/tests/src/com/android/inputmethod/latin/makedict/BinaryDictIOTests.java
index a87146e..4c2d3f6 100644
--- a/tests/src/com/android/inputmethod/latin/makedict/BinaryDictIOTests.java
+++ b/tests/src/com/android/inputmethod/latin/makedict/BinaryDictIOTests.java
@@ -391,7 +391,7 @@
         assertNotNull("Can't get buffer.", buffer);
         try {
             now = System.currentTimeMillis();
-            BinaryDictInputOutput.readUnigramsAndBigramsBinary(buffer, resultWords, resultFreqs,
+            BinaryDictIOUtils.readUnigramsAndBigramsBinary(buffer, resultWords, resultFreqs,
                     resultBigrams);
             diff = System.currentTimeMillis() - now;
         } catch (IOException e) {