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-rw-r--r--java/src/com/android/inputmethod/latin/AutoDictionary.java10
-rw-r--r--java/src/com/android/inputmethod/latin/BinaryDictionary.java10
-rw-r--r--java/src/com/android/inputmethod/latin/ContactsDictionary.java4
-rw-r--r--java/src/com/android/inputmethod/latin/ExpandableDictionary.java85
-rw-r--r--java/src/com/android/inputmethod/latin/LatinIME.java20
-rwxr-xr-xjava/src/com/android/inputmethod/latin/Suggest.java14
-rw-r--r--java/src/com/android/inputmethod/latin/UserBigramDictionary.java402
7 files changed, 486 insertions, 59 deletions
diff --git a/java/src/com/android/inputmethod/latin/AutoDictionary.java b/java/src/com/android/inputmethod/latin/AutoDictionary.java
index 94331d3f2..4fbb5b012 100644
--- a/java/src/com/android/inputmethod/latin/AutoDictionary.java
+++ b/java/src/com/android/inputmethod/latin/AutoDictionary.java
@@ -83,14 +83,14 @@ public class AutoDictionary extends ExpandableDictionary {
sDictProjectionMap.put(COLUMN_LOCALE, COLUMN_LOCALE);
}
- private static DatabaseHelper mOpenHelper = null;
+ private static DatabaseHelper sOpenHelper = null;
public AutoDictionary(Context context, LatinIME ime, String locale, int dicTypeId) {
super(context, dicTypeId);
mIme = ime;
mLocale = locale;
- if (mOpenHelper == null) {
- mOpenHelper = new DatabaseHelper(getContext());
+ if (sOpenHelper == null) {
+ sOpenHelper = new DatabaseHelper(getContext());
}
if (mLocale != null && mLocale.length() > 1) {
loadDictionary();
@@ -169,7 +169,7 @@ public class AutoDictionary extends ExpandableDictionary {
// Nothing pending? Return
if (mPendingWrites.isEmpty()) return;
// Create a background thread to write the pending entries
- new UpdateDbTask(getContext(), mOpenHelper, mPendingWrites, mLocale).execute();
+ new UpdateDbTask(getContext(), sOpenHelper, mPendingWrites, mLocale).execute();
// Create a new map for writing new entries into while the old one is written to db
mPendingWrites = new HashMap<String, Integer>();
}
@@ -209,7 +209,7 @@ public class AutoDictionary extends ExpandableDictionary {
qb.setProjectionMap(sDictProjectionMap);
// Get the database and run the query
- SQLiteDatabase db = mOpenHelper.getReadableDatabase();
+ SQLiteDatabase db = sOpenHelper.getReadableDatabase();
Cursor c = qb.query(db, null, selection, selectionArgs, null, null,
DEFAULT_SORT_ORDER);
return c;
diff --git a/java/src/com/android/inputmethod/latin/BinaryDictionary.java b/java/src/com/android/inputmethod/latin/BinaryDictionary.java
index e2c0c4ccc..69c2b94f2 100644
--- a/java/src/com/android/inputmethod/latin/BinaryDictionary.java
+++ b/java/src/com/android/inputmethod/latin/BinaryDictionary.java
@@ -42,8 +42,8 @@ public class BinaryDictionary extends Dictionary {
private static final String TAG = "BinaryDictionary";
private static final int MAX_ALTERNATIVES = 16;
- private static final int MAX_WORDS = 16;
- private static final int MAX_BIGRAMS = 255; // TODO Probably don't need all 255
+ private static final int MAX_WORDS = 18;
+ private static final int MAX_BIGRAMS = 60;
private static final int TYPED_LETTER_MULTIPLIER = 2;
private static final boolean ENABLE_MISSED_CHARACTERS = true;
@@ -140,8 +140,10 @@ public class BinaryDictionary extends Dictionary {
Log.w(TAG, "No available memory for binary dictionary");
} finally {
try {
- for (int i = 0;i < is.length; i++) {
- is[i].close();
+ if (is != null) {
+ for (int i = 0; i < is.length; i++) {
+ is[i].close();
+ }
}
} catch (IOException e) {
Log.w(TAG, "Failed to close input stream");
diff --git a/java/src/com/android/inputmethod/latin/ContactsDictionary.java b/java/src/com/android/inputmethod/latin/ContactsDictionary.java
index 756782887..ab75868cf 100644
--- a/java/src/com/android/inputmethod/latin/ContactsDictionary.java
+++ b/java/src/com/android/inputmethod/latin/ContactsDictionary.java
@@ -125,8 +125,8 @@ public class ContactsDictionary extends ExpandableDictionary {
super.addWord(word, FREQUENCY_FOR_CONTACTS);
if (!TextUtils.isEmpty(prevWord)) {
// TODO Do not add email address
- super.addBigrams(prevWord, word,
- FREQUENCY_FOR_CONTACTS_BIGRAM);
+ // Not so critical
+ super.setBigram(prevWord, word, FREQUENCY_FOR_CONTACTS_BIGRAM);
}
prevWord = word;
}
diff --git a/java/src/com/android/inputmethod/latin/ExpandableDictionary.java b/java/src/com/android/inputmethod/latin/ExpandableDictionary.java
index 53f9ed8c8..e954c0818 100644
--- a/java/src/com/android/inputmethod/latin/ExpandableDictionary.java
+++ b/java/src/com/android/inputmethod/latin/ExpandableDictionary.java
@@ -20,8 +20,6 @@ import java.util.LinkedList;
import android.content.Context;
import android.os.AsyncTask;
-import android.os.SystemClock;
-import android.util.Log;
/**
* Base class for an in-memory dictionary that can grow dynamically and can
@@ -325,12 +323,21 @@ public class ExpandableDictionary extends Dictionary {
}
}
+ protected int setBigram(String word1, String word2, int frequency) {
+ return addOrSetBigram(word1, word2, frequency, false);
+ }
+
+ protected int addBigram(String word1, String word2, int frequency) {
+ return addOrSetBigram(word1, word2, frequency, true);
+ }
+
/**
* Adds bigrams to the in-memory trie structure that is being used to retrieve any word
- * @param addFrequency adding frequency of the pair
+ * @param frequency frequency for this bigrams
+ * @param addFrequency if true, it adds to current frequency
* @return returns the final frequency
*/
- protected int addBigrams(String word1, String word2, int addFrequency) {
+ private int addOrSetBigram(String word1, String word2, int frequency, boolean addFrequency) {
Node firstWord = searchWord(mRoots, word1, 0, null);
Node secondWord = searchWord(mRoots, word2, 0, null);
LinkedList<NextWord> bigram = firstWord.ngrams;
@@ -340,14 +347,18 @@ public class ExpandableDictionary extends Dictionary {
} else {
for (NextWord nw : bigram) {
if (nw.word == secondWord) {
- nw.frequency += addFrequency;
+ if (addFrequency) {
+ nw.frequency += frequency;
+ } else {
+ nw.frequency = frequency;
+ }
return nw.frequency;
}
}
}
- NextWord nw = new NextWord(secondWord, addFrequency);
+ NextWord nw = new NextWord(secondWord, frequency);
firstWord.ngrams.add(nw);
- return addFrequency;
+ return frequency;
}
/**
@@ -385,22 +396,44 @@ public class ExpandableDictionary extends Dictionary {
return searchWord(childNode.children, word, depth + 1, childNode);
}
- @Override
- public void getBigrams(final WordComposer codes, final CharSequence previousWord,
- final WordCallback callback, int[] nextLettersFrequencies) {
+ // @VisibleForTesting
+ boolean reloadDictionaryIfRequired() {
synchronized (mUpdatingLock) {
// If we need to update, start off a background task
if (mRequiresReload) startDictionaryLoadingTaskLocked();
// Currently updating contacts, don't return any results.
- if (mUpdatingDictionary) return;
+ return mUpdatingDictionary;
}
+ }
+ private void runReverseLookUp(final CharSequence previousWord, final WordCallback callback) {
Node prevWord = searchNode(mRoots, previousWord, 0, previousWord.length());
if (prevWord != null && prevWord.ngrams != null) {
reverseLookUp(prevWord.ngrams, callback);
}
}
+ @Override
+ public void getBigrams(final WordComposer codes, final CharSequence previousWord,
+ final WordCallback callback, int[] nextLettersFrequencies) {
+ if (!reloadDictionaryIfRequired()) {
+ runReverseLookUp(previousWord, callback);
+ }
+ }
+
+ /**
+ * Used only for testing purposes
+ * This function will wait for loading from database to be done
+ */
+ void waitForDictionaryLoading() {
+ while (mUpdatingDictionary) {
+ try {
+ Thread.sleep(100);
+ } catch (InterruptedException e) {
+ }
+ }
+ }
+
/**
* reverseLookUp retrieves the full word given a list of terminal nodes and adds those words
* through callback.
@@ -413,15 +446,18 @@ public class ExpandableDictionary extends Dictionary {
for (NextWord nextWord : terminalNodes) {
node = nextWord.word;
freq = nextWord.frequency;
- sb.setLength(0);
- do {
- sb.insert(0, node.code);
- node = node.parent;
- } while(node != null);
-
- // TODO better way to feed char array?
- callback.addWord(sb.toString().toCharArray(), 0, sb.length(), freq, mDicTypeId,
- DataType.BIGRAM);
+ // TODO Not the best way to limit suggestion threshold
+ if (freq >= UserBigramDictionary.SUGGEST_THRESHOLD) {
+ sb.setLength(0);
+ do {
+ sb.insert(0, node.code);
+ node = node.parent;
+ } while(node != null);
+
+ // TODO better way to feed char array?
+ callback.addWord(sb.toString().toCharArray(), 0, sb.length(), freq, mDicTypeId,
+ DataType.BIGRAM);
+ }
}
}
@@ -460,18 +496,11 @@ public class ExpandableDictionary extends Dictionary {
@Override
protected Void doInBackground(Void... v) {
loadDictionaryAsync();
- return null;
- }
-
- @Override
- protected void onPostExecute(Void result) {
- // TODO Auto-generated method stub
synchronized (mUpdatingLock) {
mUpdatingDictionary = false;
}
- super.onPostExecute(result);
+ return null;
}
-
}
static char toLowerCase(char c) {
diff --git a/java/src/com/android/inputmethod/latin/LatinIME.java b/java/src/com/android/inputmethod/latin/LatinIME.java
index 917f89916..3ee9fe8eb 100644
--- a/java/src/com/android/inputmethod/latin/LatinIME.java
+++ b/java/src/com/android/inputmethod/latin/LatinIME.java
@@ -163,8 +163,7 @@ public class LatinIME extends InputMethodService
KeyboardSwitcher mKeyboardSwitcher;
private UserDictionary mUserDictionary;
- // User Bigram is disabled for now
- //private UserBigramDictionary mUserBigramDictionary;
+ private UserBigramDictionary mUserBigramDictionary;
private ContactsDictionary mContactsDictionary;
private AutoDictionary mAutoDictionary;
@@ -454,15 +453,12 @@ public class LatinIME extends InputMethodService
mAutoDictionary.close();
}
mAutoDictionary = new AutoDictionary(this, this, mInputLocale, Suggest.DIC_AUTO);
- // User Bigram is disabled for now
- /*
if (mUserBigramDictionary != null) {
mUserBigramDictionary.close();
}
mUserBigramDictionary = new UserBigramDictionary(this, this, mInputLocale,
- Suggest.DIC_USERBIGRAM);
+ Suggest.DIC_USER);
mSuggest.setUserBigramDictionary(mUserBigramDictionary);
- */
mSuggest.setUserDictionary(mUserDictionary);
mSuggest.setContactsDictionary(mContactsDictionary);
mSuggest.setAutoDictionary(mAutoDictionary);
@@ -698,8 +694,7 @@ public class LatinIME extends InputMethodService
mKeyboardSwitcher.getInputView().closing();
}
if (mAutoDictionary != null) mAutoDictionary.flushPendingWrites();
- // User Bigram is disabled for now
- //if (mUserBigramDictionary != null) mUserBigramDictionary.flushPendingWrites();
+ if (mUserBigramDictionary != null) mUserBigramDictionary.flushPendingWrites();
}
@Override
@@ -2007,15 +2002,14 @@ public class LatinIME extends InputMethodService
&& !mSuggest.isValidWord(suggestion.toString().toLowerCase()))) {
mAutoDictionary.addWord(suggestion.toString(), frequencyDelta);
}
- // User Bigram is disabled for now
- /*
+
if (mUserBigramDictionary != null) {
- CharSequence prevWord = EditingUtil.getPreviousWord(getCurrentInputConnection());
+ CharSequence prevWord = EditingUtil.getPreviousWord(getCurrentInputConnection(),
+ mSentenceSeparators);
if (!TextUtils.isEmpty(prevWord)) {
- mUserBigramDictionary.addBigrams(prevWord.toString(), suggestion.toString(), 1);
+ mUserBigramDictionary.addBigrams(prevWord.toString(), suggestion.toString());
}
}
- */
}
}
diff --git a/java/src/com/android/inputmethod/latin/Suggest.java b/java/src/com/android/inputmethod/latin/Suggest.java
index cfb691021..a96737f5c 100755
--- a/java/src/com/android/inputmethod/latin/Suggest.java
+++ b/java/src/com/android/inputmethod/latin/Suggest.java
@@ -78,12 +78,13 @@ public class Suggest implements Dictionary.WordCallback {
private Dictionary mUserBigramDictionary;
private int mPrefMaxSuggestions = 12;
- private int mPrefMaxBigrams = 255;
+
+ private static final int PREF_MAX_BIGRAMS = 60;
private boolean mAutoTextEnabled;
private int[] mPriorities = new int[mPrefMaxSuggestions];
- private int[] mBigramPriorities = new int[mPrefMaxBigrams];
+ private int[] mBigramPriorities = new int[PREF_MAX_BIGRAMS];
// Handle predictive correction for only the first 1280 characters for performance reasons
// If we support scripts that need latin characters beyond that, we should probably use some
@@ -92,7 +93,7 @@ public class Suggest implements Dictionary.WordCallback {
// latin characters.
private int[] mNextLettersFrequencies = new int[1280];
private ArrayList<CharSequence> mSuggestions = new ArrayList<CharSequence>();
- private ArrayList<CharSequence> mBigramSuggestions = new ArrayList<CharSequence>();
+ ArrayList<CharSequence> mBigramSuggestions = new ArrayList<CharSequence>();
private ArrayList<CharSequence> mStringPool = new ArrayList<CharSequence>();
private boolean mHaveCorrection;
private CharSequence mOriginalWord;
@@ -173,7 +174,7 @@ public class Suggest implements Dictionary.WordCallback {
}
mPrefMaxSuggestions = maxSuggestions;
mPriorities = new int[mPrefMaxSuggestions];
- mBigramPriorities = new int[mPrefMaxBigrams];
+ mBigramPriorities = new int[PREF_MAX_BIGRAMS];
collectGarbage(mSuggestions, mPrefMaxSuggestions);
while (mStringPool.size() < mPrefMaxSuggestions) {
StringBuilder sb = new StringBuilder(getApproxMaxWordLength());
@@ -242,7 +243,7 @@ public class Suggest implements Dictionary.WordCallback {
|| mCorrectionMode == CORRECTION_BASIC)) {
// At first character typed, search only the bigrams
Arrays.fill(mBigramPriorities, 0);
- collectGarbage(mBigramSuggestions, mPrefMaxBigrams);
+ collectGarbage(mBigramSuggestions, PREF_MAX_BIGRAMS);
if (!TextUtils.isEmpty(prevWordForBigram)) {
CharSequence lowerPrevWord = prevWordForBigram.toString().toLowerCase();
@@ -401,7 +402,7 @@ public class Suggest implements Dictionary.WordCallback {
if(dataType == Dictionary.DataType.BIGRAM) {
suggestions = mBigramSuggestions;
priorities = mBigramPriorities;
- prefMaxSuggestions = mPrefMaxBigrams;
+ prefMaxSuggestions = PREF_MAX_BIGRAMS;
} else {
suggestions = mSuggestions;
priorities = mPriorities;
@@ -443,7 +444,6 @@ public class Suggest implements Dictionary.WordCallback {
pos++;
}
}
-
if (pos >= prefMaxSuggestions) {
return true;
}
diff --git a/java/src/com/android/inputmethod/latin/UserBigramDictionary.java b/java/src/com/android/inputmethod/latin/UserBigramDictionary.java
new file mode 100644
index 000000000..c3eab94f1
--- /dev/null
+++ b/java/src/com/android/inputmethod/latin/UserBigramDictionary.java
@@ -0,0 +1,402 @@
+/*
+ * Copyright (C) 2010 Google Inc.
+ *
+ * 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;
+
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.Iterator;
+
+import android.content.ContentValues;
+import android.content.Context;
+import android.database.Cursor;
+import android.database.sqlite.SQLiteDatabase;
+import android.database.sqlite.SQLiteOpenHelper;
+import android.database.sqlite.SQLiteQueryBuilder;
+import android.os.AsyncTask;
+import android.provider.BaseColumns;
+import android.util.Log;
+
+/**
+ * Stores all the pairs user types in databases. Prune the database if the size
+ * gets too big. Unlike AutoDictionary, it even stores the pairs that are already
+ * in the dictionary.
+ */
+public class UserBigramDictionary extends ExpandableDictionary {
+ private static final String TAG = "UserBigramDictionary";
+
+ /** Any pair being typed or picked */
+ private static final int FREQUENCY_FOR_TYPED = 2;
+
+ /** Maximum frequency for all pairs */
+ private static final int FREQUENCY_MAX = 127;
+
+ /**
+ * If this pair is typed 6 times, it would be suggested.
+ * Should be smaller than ContactsDictionary.FREQUENCY_FOR_CONTACTS_BIGRAM
+ */
+ protected static final int SUGGEST_THRESHOLD = 6 * FREQUENCY_FOR_TYPED;
+
+ /** Maximum number of pairs. Pruning will start when databases goes above this number. */
+ private static int sMaxUserBigrams = 10000;
+
+ /**
+ * When it hits maximum bigram pair, it will delete until you are left with
+ * only (sMaxUserBigrams - sDeleteUserBigrams) pairs.
+ * Do not keep this number small to avoid deleting too often.
+ */
+ private static int sDeleteUserBigrams = 1000;
+
+ /**
+ * Database version should increase if the database structure changes
+ */
+ private static final int DATABASE_VERSION = 1;
+
+ private static final String DATABASE_NAME = "userbigram_dict.db";
+
+ /** Name of the words table in the database */
+ private static final String MAIN_TABLE_NAME = "main";
+ // TODO: Consume less space by using a unique id for locale instead of the whole
+ // 2-5 character string. (Same TODO from AutoDictionary)
+ private static final String MAIN_COLUMN_ID = BaseColumns._ID;
+ private static final String MAIN_COLUMN_WORD1 = "word1";
+ private static final String MAIN_COLUMN_WORD2 = "word2";
+ private static final String MAIN_COLUMN_LOCALE = "locale";
+
+ /** Name of the frequency table in the database */
+ private static final String FREQ_TABLE_NAME = "frequency";
+ private static final String FREQ_COLUMN_ID = BaseColumns._ID;
+ private static final String FREQ_COLUMN_PAIR_ID = "pair_id";
+ private static final String FREQ_COLUMN_FREQUENCY = "freq";
+
+ private final LatinIME mIme;
+
+ /** Locale for which this auto dictionary is storing words */
+ private String mLocale;
+
+ private HashSet<Bigram> mPendingWrites = new HashSet<Bigram>();
+ private final Object mPendingWritesLock = new Object();
+ private static volatile boolean sUpdatingDB = false;
+
+ private final static HashMap<String, String> sDictProjectionMap;
+
+ static {
+ sDictProjectionMap = new HashMap<String, String>();
+ sDictProjectionMap.put(MAIN_COLUMN_ID, MAIN_COLUMN_ID);
+ sDictProjectionMap.put(MAIN_COLUMN_WORD1, MAIN_COLUMN_WORD1);
+ sDictProjectionMap.put(MAIN_COLUMN_WORD2, MAIN_COLUMN_WORD2);
+ sDictProjectionMap.put(MAIN_COLUMN_LOCALE, MAIN_COLUMN_LOCALE);
+
+ sDictProjectionMap.put(FREQ_COLUMN_ID, FREQ_COLUMN_ID);
+ sDictProjectionMap.put(FREQ_COLUMN_PAIR_ID, FREQ_COLUMN_PAIR_ID);
+ sDictProjectionMap.put(FREQ_COLUMN_FREQUENCY, FREQ_COLUMN_FREQUENCY);
+ }
+
+ private static DatabaseHelper sOpenHelper = null;
+
+ private static class Bigram {
+ String word1;
+ String word2;
+ int frequency;
+
+ Bigram(String word1, String word2, int frequency) {
+ this.word1 = word1;
+ this.word2 = word2;
+ this.frequency = frequency;
+ }
+
+ @Override
+ public boolean equals(Object bigram) {
+ Bigram bigram2 = (Bigram) bigram;
+ return (word1.equals(bigram2.word1) && word2.equals(bigram2.word2));
+ }
+
+ @Override
+ public int hashCode() {
+ return (word1 + " " + word2).hashCode();
+ }
+ }
+
+ public void setDatabaseMax(int maxUserBigram) {
+ sMaxUserBigrams = maxUserBigram;
+ }
+
+ public void setDatabaseDelete(int deleteUserBigram) {
+ sDeleteUserBigrams = deleteUserBigram;
+ }
+
+ public UserBigramDictionary(Context context, LatinIME ime, String locale, int dicTypeId) {
+ super(context, dicTypeId);
+ mIme = ime;
+ mLocale = locale;
+ if (sOpenHelper == null) {
+ sOpenHelper = new DatabaseHelper(getContext());
+ }
+ if (mLocale != null && mLocale.length() > 1) {
+ loadDictionary();
+ }
+ }
+
+ @Override
+ public void close() {
+ flushPendingWrites();
+ // Don't close the database as locale changes will require it to be reopened anyway
+ // Also, the database is written to somewhat frequently, so it needs to be kept alive
+ // throughout the life of the process.
+ // mOpenHelper.close();
+ super.close();
+ }
+
+ /**
+ * Pair will be added to the userbigram database.
+ */
+ public int addBigrams(String word1, String word2) {
+ // remove caps
+ if (mIme != null && mIme.getCurrentWord().isAutoCapitalized()) {
+ word2 = Character.toLowerCase(word2.charAt(0)) + word2.substring(1);
+ }
+
+ int freq = super.addBigram(word1, word2, FREQUENCY_FOR_TYPED);
+ if (freq > FREQUENCY_MAX) freq = FREQUENCY_MAX;
+ synchronized (mPendingWritesLock) {
+ if (freq == FREQUENCY_FOR_TYPED || mPendingWrites.isEmpty()) {
+ mPendingWrites.add(new Bigram(word1, word2, freq));
+ } else {
+ Bigram bi = new Bigram(word1, word2, freq);
+ mPendingWrites.remove(bi);
+ mPendingWrites.add(bi);
+ }
+ }
+
+ return freq;
+ }
+
+ /**
+ * Schedules a background thread to write any pending words to the database.
+ */
+ public void flushPendingWrites() {
+ synchronized (mPendingWritesLock) {
+ // Nothing pending? Return
+ if (mPendingWrites.isEmpty()) return;
+ // Create a background thread to write the pending entries
+ new UpdateDbTask(getContext(), sOpenHelper, mPendingWrites, mLocale).execute();
+ // Create a new map for writing new entries into while the old one is written to db
+ mPendingWrites = new HashSet<Bigram>();
+ }
+ }
+
+ /** Used for testing purpose **/
+ void waitUntilUpdateDBDone() {
+ synchronized (mPendingWritesLock) {
+ while (sUpdatingDB) {
+ try {
+ Thread.sleep(100);
+ } catch (InterruptedException e) {
+ }
+ }
+ return;
+ }
+ }
+
+ @Override
+ public void loadDictionaryAsync() {
+ // Load the words that correspond to the current input locale
+ Cursor cursor = query(MAIN_COLUMN_LOCALE + "=?", new String[] { mLocale });
+ try {
+ if (cursor.moveToFirst()) {
+ int word1Index = cursor.getColumnIndex(MAIN_COLUMN_WORD1);
+ int word2Index = cursor.getColumnIndex(MAIN_COLUMN_WORD2);
+ int frequencyIndex = cursor.getColumnIndex(FREQ_COLUMN_FREQUENCY);
+ while (!cursor.isAfterLast()) {
+ String word1 = cursor.getString(word1Index);
+ String word2 = cursor.getString(word2Index);
+ int frequency = cursor.getInt(frequencyIndex);
+ // Safeguard against adding really long words. Stack may overflow due
+ // to recursive lookup
+ if (word1.length() < MAX_WORD_LENGTH && word2.length() < MAX_WORD_LENGTH) {
+ super.setBigram(word1, word2, frequency);
+ }
+ cursor.moveToNext();
+ }
+ }
+ } finally {
+ cursor.close();
+ }
+ }
+
+ /**
+ * Query the database
+ */
+ private Cursor query(String selection, String[] selectionArgs) {
+ SQLiteQueryBuilder qb = new SQLiteQueryBuilder();
+
+ // main INNER JOIN frequency ON (main._id=freq.pair_id)
+ qb.setTables(MAIN_TABLE_NAME + " INNER JOIN " + FREQ_TABLE_NAME + " ON ("
+ + MAIN_TABLE_NAME + "." + MAIN_COLUMN_ID + "=" + FREQ_TABLE_NAME + "."
+ + FREQ_COLUMN_PAIR_ID +")");
+
+ qb.setProjectionMap(sDictProjectionMap);
+
+ // Get the database and run the query
+ SQLiteDatabase db = sOpenHelper.getReadableDatabase();
+ Cursor c = qb.query(db,
+ new String[] { MAIN_COLUMN_WORD1, MAIN_COLUMN_WORD2, FREQ_COLUMN_FREQUENCY },
+ selection, selectionArgs, null, null, null);
+ return c;
+ }
+
+ /**
+ * This class helps open, create, and upgrade the database file.
+ */
+ private static class DatabaseHelper extends SQLiteOpenHelper {
+
+ DatabaseHelper(Context context) {
+ super(context, DATABASE_NAME, null, DATABASE_VERSION);
+ }
+
+ @Override
+ public void onCreate(SQLiteDatabase db) {
+ db.execSQL("PRAGMA foreign_keys = ON;");
+ db.execSQL("CREATE TABLE " + MAIN_TABLE_NAME + " ("
+ + MAIN_COLUMN_ID + " INTEGER PRIMARY KEY,"
+ + MAIN_COLUMN_WORD1 + " TEXT,"
+ + MAIN_COLUMN_WORD2 + " TEXT,"
+ + MAIN_COLUMN_LOCALE + " TEXT"
+ + ");");
+ db.execSQL("CREATE TABLE " + FREQ_TABLE_NAME + " ("
+ + FREQ_COLUMN_ID + " INTEGER PRIMARY KEY,"
+ + FREQ_COLUMN_PAIR_ID + " INTEGER,"
+ + FREQ_COLUMN_FREQUENCY + " INTEGER,"
+ + "FOREIGN KEY(" + FREQ_COLUMN_PAIR_ID + ") REFERENCES " + MAIN_TABLE_NAME
+ + "(" + MAIN_COLUMN_ID + ")" + " ON DELETE CASCADE"
+ + ");");
+ }
+
+ @Override
+ public void onUpgrade(SQLiteDatabase db, int oldVersion, int newVersion) {
+ Log.w(TAG, "Upgrading database from version " + oldVersion + " to "
+ + newVersion + ", which will destroy all old data");
+ db.execSQL("DROP TABLE IF EXISTS " + MAIN_TABLE_NAME);
+ db.execSQL("DROP TABLE IF EXISTS " + FREQ_TABLE_NAME);
+ onCreate(db);
+ }
+ }
+
+ /**
+ * Async task to write pending words to the database so that it stays in sync with
+ * the in-memory trie.
+ */
+ private static class UpdateDbTask extends AsyncTask<Void, Void, Void> {
+ private final HashSet<Bigram> mMap;
+ private final DatabaseHelper mDbHelper;
+ private final String mLocale;
+
+ public UpdateDbTask(Context context, DatabaseHelper openHelper,
+ HashSet<Bigram> pendingWrites, String locale) {
+ mMap = pendingWrites;
+ mLocale = locale;
+ mDbHelper = openHelper;
+ }
+
+ /** Prune any old data if the database is getting too big. */
+ private void checkPruneData(SQLiteDatabase db) {
+ db.execSQL("PRAGMA foreign_keys = ON;");
+ Cursor c = db.query(FREQ_TABLE_NAME, new String[] { FREQ_COLUMN_PAIR_ID },
+ null, null, null, null, null);
+ try {
+ int totalRowCount = c.getCount();
+ // prune out old data if we have too much data
+ if (totalRowCount > sMaxUserBigrams) {
+ int numDeleteRows = (totalRowCount - sMaxUserBigrams) + sDeleteUserBigrams;
+ int pairIdColumnId = c.getColumnIndex(FREQ_COLUMN_PAIR_ID);
+ c.moveToFirst();
+ int count = 0;
+ while (count < numDeleteRows && !c.isAfterLast()) {
+ String pairId = c.getString(pairIdColumnId);
+ // Deleting from MAIN table will delete the frequencies
+ // due to FOREIGN KEY .. ON DELETE CASCADE
+ db.delete(MAIN_TABLE_NAME, MAIN_COLUMN_ID + "=?",
+ new String[] { pairId });
+ c.moveToNext();
+ count++;
+ }
+ }
+ } finally {
+ c.close();
+ }
+ }
+
+ @Override
+ protected void onPreExecute() {
+ sUpdatingDB = true;
+ }
+
+ @Override
+ protected Void doInBackground(Void... v) {
+ SQLiteDatabase db = mDbHelper.getWritableDatabase();
+ db.execSQL("PRAGMA foreign_keys = ON;");
+ // Write all the entries to the db
+ Iterator<Bigram> iterator = mMap.iterator();
+ while (iterator.hasNext()) {
+ Bigram bi = iterator.next();
+
+ // find pair id
+ Cursor c = db.query(MAIN_TABLE_NAME, new String[] { MAIN_COLUMN_ID },
+ MAIN_COLUMN_WORD1 + "=? AND " + MAIN_COLUMN_WORD2 + "=? AND "
+ + MAIN_COLUMN_LOCALE + "=?",
+ new String[] { bi.word1, bi.word2, mLocale }, null, null, null);
+
+ int pairId;
+ if (c.moveToFirst()) {
+ // existing pair
+ pairId = c.getInt(c.getColumnIndex(MAIN_COLUMN_ID));
+ db.delete(FREQ_TABLE_NAME, FREQ_COLUMN_PAIR_ID + "=?",
+ new String[] { Integer.toString(pairId) });
+ } else {
+ // new pair
+ Long pairIdLong = db.insert(MAIN_TABLE_NAME, null,
+ getContentValues(bi.word1, bi.word2, mLocale));
+ pairId = pairIdLong.intValue();
+ }
+ c.close();
+
+ // insert new frequency
+ long s = db.insert(FREQ_TABLE_NAME, null,
+ getFrequencyContentValues(pairId, bi.frequency));
+ }
+ checkPruneData(db);
+ sUpdatingDB = false;
+
+ return null;
+ }
+
+ private ContentValues getContentValues(String word1, String word2, String locale) {
+ ContentValues values = new ContentValues(3);
+ values.put(MAIN_COLUMN_WORD1, word1);
+ values.put(MAIN_COLUMN_WORD2, word2);
+ values.put(MAIN_COLUMN_LOCALE, locale);
+ return values;
+ }
+
+ private ContentValues getFrequencyContentValues(int pairId, int frequency) {
+ ContentValues values = new ContentValues(2);
+ values.put(FREQ_COLUMN_PAIR_ID, pairId);
+ values.put(FREQ_COLUMN_FREQUENCY, frequency);
+ return values;
+ }
+ }
+
+}