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diff --git a/java/src/com/android/inputmethod/latin/Utils.java b/java/src/com/android/inputmethod/latin/Utils.java
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+/*
+ * Copyright (C) 2010 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;
+
+import android.content.res.Resources;
+import android.inputmethodservice.InputMethodService;
+import android.os.AsyncTask;
+import android.os.Handler;
+import android.os.HandlerThread;
+import android.os.Process;
+import android.text.InputType;
+import android.text.format.DateUtils;
+import android.util.Log;
+import android.view.inputmethod.EditorInfo;
+import android.view.inputmethod.InputMethodInfo;
+import android.view.inputmethod.InputMethodManager;
+
+import com.android.inputmethod.keyboard.KeyboardId;
+
+import java.io.BufferedReader;
+import java.io.File;
+import java.io.FileNotFoundException;
+import java.io.FileOutputStream;
+import java.io.FileReader;
+import java.io.IOException;
+import java.io.PrintWriter;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+
+public class Utils {
+ private static final String TAG = Utils.class.getSimpleName();
+ private static final int MINIMUM_SAFETY_NET_CHAR_LENGTH = 4;
+ private static boolean DBG = LatinImeLogger.sDBG;
+
+ private Utils() {
+ // Intentional empty constructor for utility class.
+ }
+
+ /**
+ * Cancel an {@link AsyncTask}.
+ *
+ * @param mayInterruptIfRunning <tt>true</tt> if the thread executing this
+ * task should be interrupted; otherwise, in-progress tasks are allowed
+ * to complete.
+ */
+ public static void cancelTask(AsyncTask<?, ?, ?> task, boolean mayInterruptIfRunning) {
+ if (task != null && task.getStatus() != AsyncTask.Status.FINISHED) {
+ task.cancel(mayInterruptIfRunning);
+ }
+ }
+
+ public static class GCUtils {
+ private static final String GC_TAG = GCUtils.class.getSimpleName();
+ public static final int GC_TRY_COUNT = 2;
+ // GC_TRY_LOOP_MAX is used for the hard limit of GC wait,
+ // GC_TRY_LOOP_MAX should be greater than GC_TRY_COUNT.
+ public static final int GC_TRY_LOOP_MAX = 5;
+ private static final long GC_INTERVAL = DateUtils.SECOND_IN_MILLIS;
+ private static GCUtils sInstance = new GCUtils();
+ private int mGCTryCount = 0;
+
+ public static GCUtils getInstance() {
+ return sInstance;
+ }
+
+ public void reset() {
+ mGCTryCount = 0;
+ }
+
+ public boolean tryGCOrWait(String metaData, Throwable t) {
+ if (mGCTryCount == 0) {
+ System.gc();
+ }
+ if (++mGCTryCount > GC_TRY_COUNT) {
+ LatinImeLogger.logOnException(metaData, t);
+ return false;
+ } else {
+ try {
+ Thread.sleep(GC_INTERVAL);
+ return true;
+ } catch (InterruptedException e) {
+ Log.e(GC_TAG, "Sleep was interrupted.");
+ LatinImeLogger.logOnException(metaData, t);
+ return false;
+ }
+ }
+ }
+ }
+
+ public static boolean hasMultipleEnabledIMEsOrSubtypes(InputMethodManager imm) {
+ return imm.getEnabledInputMethodList().size() > 1
+ // imm.getEnabledInputMethodSubtypeList(null, false) will return the current IME's enabled
+ // input method subtype (The current IME should be LatinIME.)
+ || imm.getEnabledInputMethodSubtypeList(null, false).size() > 1;
+ }
+
+ public static String getInputMethodId(InputMethodManager imm, String packageName) {
+ for (final InputMethodInfo imi : imm.getEnabledInputMethodList()) {
+ if (imi.getPackageName().equals(packageName))
+ return imi.getId();
+ }
+ throw new RuntimeException("Can not find input method id for " + packageName);
+ }
+
+ public static boolean shouldBlockedBySafetyNetForAutoCorrection(SuggestedWords suggestions,
+ Suggest suggest) {
+ // Safety net for auto correction.
+ // Actually if we hit this safety net, it's actually a bug.
+ if (suggestions.size() <= 1 || suggestions.mTypedWordValid) return false;
+ // If user selected aggressive auto correction mode, there is no need to use the safety
+ // net.
+ if (suggest.isAggressiveAutoCorrectionMode()) return false;
+ CharSequence typedWord = suggestions.getWord(0);
+ // If the length of typed word is less than MINIMUM_SAFETY_NET_CHAR_LENGTH,
+ // we should not use net because relatively edit distance can be big.
+ if (typedWord.length() < MINIMUM_SAFETY_NET_CHAR_LENGTH) return false;
+ CharSequence candidateWord = suggestions.getWord(1);
+ final int typedWordLength = typedWord.length();
+ final int maxEditDistanceOfNativeDictionary = typedWordLength < 5 ? 2 : typedWordLength / 2;
+ final int distance = Utils.editDistance(typedWord, candidateWord);
+ if (DBG) {
+ Log.d(TAG, "Autocorrected edit distance = " + distance
+ + ", " + maxEditDistanceOfNativeDictionary);
+ }
+ if (distance > maxEditDistanceOfNativeDictionary) {
+ if (DBG) {
+ Log.d(TAG, "Safety net: before = " + typedWord + ", after = " + candidateWord);
+ Log.w(TAG, "(Error) The edit distance of this correction exceeds limit. "
+ + "Turning off auto-correction.");
+ }
+ return true;
+ } else {
+ return false;
+ }
+ }
+
+ /* package */ static class RingCharBuffer {
+ private static RingCharBuffer sRingCharBuffer = new RingCharBuffer();
+ private static final char PLACEHOLDER_DELIMITER_CHAR = '\uFFFC';
+ private static final int INVALID_COORDINATE = -2;
+ /* package */ static final int BUFSIZE = 20;
+ private InputMethodService mContext;
+ private boolean mEnabled = false;
+ private boolean mUsabilityStudy = false;
+ private int mEnd = 0;
+ /* package */ int mLength = 0;
+ private char[] mCharBuf = new char[BUFSIZE];
+ private int[] mXBuf = new int[BUFSIZE];
+ private int[] mYBuf = new int[BUFSIZE];
+
+ private RingCharBuffer() {
+ // Intentional empty constructor for singleton.
+ }
+ public static RingCharBuffer getInstance() {
+ return sRingCharBuffer;
+ }
+ public static RingCharBuffer init(InputMethodService context, boolean enabled,
+ boolean usabilityStudy) {
+ sRingCharBuffer.mContext = context;
+ sRingCharBuffer.mEnabled = enabled || usabilityStudy;
+ sRingCharBuffer.mUsabilityStudy = usabilityStudy;
+ UsabilityStudyLogUtils.getInstance().init(context);
+ return sRingCharBuffer;
+ }
+ private int normalize(int in) {
+ int ret = in % BUFSIZE;
+ return ret < 0 ? ret + BUFSIZE : ret;
+ }
+ public void push(char c, int x, int y) {
+ if (!mEnabled) return;
+ if (mUsabilityStudy) {
+ UsabilityStudyLogUtils.getInstance().writeChar(c, x, y);
+ }
+ mCharBuf[mEnd] = c;
+ mXBuf[mEnd] = x;
+ mYBuf[mEnd] = y;
+ mEnd = normalize(mEnd + 1);
+ if (mLength < BUFSIZE) {
+ ++mLength;
+ }
+ }
+ public char pop() {
+ if (mLength < 1) {
+ return PLACEHOLDER_DELIMITER_CHAR;
+ } else {
+ mEnd = normalize(mEnd - 1);
+ --mLength;
+ return mCharBuf[mEnd];
+ }
+ }
+ public char getLastChar() {
+ if (mLength < 1) {
+ return PLACEHOLDER_DELIMITER_CHAR;
+ } else {
+ return mCharBuf[normalize(mEnd - 1)];
+ }
+ }
+ public int getPreviousX(char c, int back) {
+ int index = normalize(mEnd - 2 - back);
+ if (mLength <= back
+ || Character.toLowerCase(c) != Character.toLowerCase(mCharBuf[index])) {
+ return INVALID_COORDINATE;
+ } else {
+ return mXBuf[index];
+ }
+ }
+ public int getPreviousY(char c, int back) {
+ int index = normalize(mEnd - 2 - back);
+ if (mLength <= back
+ || Character.toLowerCase(c) != Character.toLowerCase(mCharBuf[index])) {
+ return INVALID_COORDINATE;
+ } else {
+ return mYBuf[index];
+ }
+ }
+ public String getLastString() {
+ StringBuilder sb = new StringBuilder();
+ for (int i = 0; i < mLength; ++i) {
+ char c = mCharBuf[normalize(mEnd - 1 - i)];
+ if (!((LatinIME)mContext).isWordSeparator(c)) {
+ sb.append(c);
+ } else {
+ break;
+ }
+ }
+ return sb.reverse().toString();
+ }
+ public void reset() {
+ mLength = 0;
+ }
+ }
+
+ public static int editDistance(CharSequence s, CharSequence t) {
+ if (s == null || t == null) {
+ throw new IllegalArgumentException("editDistance: Arguments should not be null.");
+ }
+ final int sl = s.length();
+ final int tl = t.length();
+ int[][] dp = new int [sl + 1][tl + 1];
+ for (int i = 0; i <= sl; i++) {
+ dp[i][0] = i;
+ }
+ for (int j = 0; j <= tl; j++) {
+ dp[0][j] = j;
+ }
+ for (int i = 0; i < sl; ++i) {
+ for (int j = 0; j < tl; ++j) {
+ if (Character.toLowerCase(s.charAt(i)) == Character.toLowerCase(t.charAt(j))) {
+ dp[i + 1][j + 1] = dp[i][j];
+ } else {
+ dp[i + 1][j + 1] = 1 + Math.min(dp[i][j],
+ Math.min(dp[i + 1][j], dp[i][j + 1]));
+ }
+ }
+ }
+ return dp[sl][tl];
+ }
+
+ // Get the current stack trace
+ public static String getStackTrace() {
+ StringBuilder sb = new StringBuilder();
+ try {
+ throw new RuntimeException();
+ } catch (RuntimeException e) {
+ StackTraceElement[] frames = e.getStackTrace();
+ // Start at 1 because the first frame is here and we don't care about it
+ for (int j = 1; j < frames.length; ++j) sb.append(frames[j].toString() + "\n");
+ }
+ return sb.toString();
+ }
+
+ // In dictionary.cpp, getSuggestion() method,
+ // suggestion scores are computed using the below formula.
+ // original score (called 'frequency')
+ // := pow(mTypedLetterMultiplier (this is defined 2),
+ // (the number of matched characters between typed word and suggested word))
+ // * (individual word's score which defined in the unigram dictionary,
+ // and this score is defined in range [0, 255].)
+ // Then, the following processing is applied.
+ // - If the dictionary word is matched up to the point of the user entry
+ // (full match up to min(before.length(), after.length())
+ // => Then multiply by FULL_MATCHED_WORDS_PROMOTION_RATE (this is defined 1.2)
+ // - If the word is a true full match except for differences in accents or
+ // capitalization, then treat it as if the frequency was 255.
+ // - If before.length() == after.length()
+ // => multiply by mFullWordMultiplier (this is defined 2))
+ // So, maximum original score is pow(2, min(before.length(), after.length())) * 255 * 2 * 1.2
+ // For historical reasons we ignore the 1.2 modifier (because the measure for a good
+ // autocorrection threshold was done at a time when it didn't exist). This doesn't change
+ // the result.
+ // So, we can normalize original score by dividing pow(2, min(b.l(),a.l())) * 255 * 2.
+ private static final int MAX_INITIAL_SCORE = 255;
+ private static final int TYPED_LETTER_MULTIPLIER = 2;
+ private static final int FULL_WORD_MULTIPLIER = 2;
+ public static double calcNormalizedScore(CharSequence before, CharSequence after, int score) {
+ final int beforeLength = before.length();
+ final int afterLength = after.length();
+ if (beforeLength == 0 || afterLength == 0) return 0;
+ final int distance = editDistance(before, after);
+ // If afterLength < beforeLength, the algorithm is suggesting a word by excessive character
+ // correction.
+ final double maximumScore = MAX_INITIAL_SCORE
+ * Math.pow(TYPED_LETTER_MULTIPLIER, Math.min(beforeLength, afterLength))
+ * FULL_WORD_MULTIPLIER;
+ // add a weight based on edit distance.
+ // distance <= max(afterLength, beforeLength) == afterLength,
+ // so, 0 <= distance / afterLength <= 1
+ final double weight = 1.0 - (double) distance / afterLength;
+ return (score / maximumScore) * weight;
+ }
+
+ public static class UsabilityStudyLogUtils {
+ private static final String USABILITY_TAG = UsabilityStudyLogUtils.class.getSimpleName();
+ private static final String FILENAME = "log.txt";
+ private static final UsabilityStudyLogUtils sInstance =
+ new UsabilityStudyLogUtils();
+ private final Handler mLoggingHandler;
+ private File mFile;
+ private File mDirectory;
+ private InputMethodService mIms;
+ private PrintWriter mWriter;
+ private final Date mDate;
+ private final SimpleDateFormat mDateFormat;
+
+ private UsabilityStudyLogUtils() {
+ mDate = new Date();
+ mDateFormat = new SimpleDateFormat("dd MMM HH:mm:ss.SSS");
+
+ HandlerThread handlerThread = new HandlerThread("UsabilityStudyLogUtils logging task",
+ Process.THREAD_PRIORITY_BACKGROUND);
+ handlerThread.start();
+ mLoggingHandler = new Handler(handlerThread.getLooper());
+ }
+
+ public static UsabilityStudyLogUtils getInstance() {
+ return sInstance;
+ }
+
+ public void init(InputMethodService ims) {
+ mIms = ims;
+ mDirectory = ims.getFilesDir();
+ }
+
+ private void createLogFileIfNotExist() {
+ if ((mFile == null || !mFile.exists())
+ && (mDirectory != null && mDirectory.exists())) {
+ try {
+ mWriter = getPrintWriter(mDirectory, FILENAME, false);
+ } catch (IOException e) {
+ Log.e(USABILITY_TAG, "Can't create log file.");
+ }
+ }
+ }
+
+ public void writeBackSpace() {
+ UsabilityStudyLogUtils.getInstance().write("<backspace>\t0\t0");
+ }
+
+ public void writeChar(char c, int x, int y) {
+ String inputChar = String.valueOf(c);
+ switch (c) {
+ case '\n':
+ inputChar = "<enter>";
+ break;
+ case '\t':
+ inputChar = "<tab>";
+ break;
+ case ' ':
+ inputChar = "<space>";
+ break;
+ }
+ UsabilityStudyLogUtils.getInstance().write(inputChar + "\t" + x + "\t" + y);
+ LatinImeLogger.onPrintAllUsabilityStudyLogs();
+ }
+
+ public void write(final String log) {
+ mLoggingHandler.post(new Runnable() {
+ @Override
+ public void run() {
+ createLogFileIfNotExist();
+ final long currentTime = System.currentTimeMillis();
+ mDate.setTime(currentTime);
+
+ final String printString = String.format("%s\t%d\t%s\n",
+ mDateFormat.format(mDate), currentTime, log);
+ if (LatinImeLogger.sDBG) {
+ Log.d(USABILITY_TAG, "Write: " + log);
+ }
+ mWriter.print(printString);
+ }
+ });
+ }
+
+ public void printAll() {
+ mLoggingHandler.post(new Runnable() {
+ @Override
+ public void run() {
+ mWriter.flush();
+ StringBuilder sb = new StringBuilder();
+ BufferedReader br = getBufferedReader();
+ String line;
+ try {
+ while ((line = br.readLine()) != null) {
+ sb.append('\n');
+ sb.append(line);
+ }
+ } catch (IOException e) {
+ Log.e(USABILITY_TAG, "Can't read log file.");
+ } finally {
+ if (LatinImeLogger.sDBG) {
+ Log.d(USABILITY_TAG, "output all logs\n" + sb.toString());
+ }
+ mIms.getCurrentInputConnection().commitText(sb.toString(), 0);
+ try {
+ br.close();
+ } catch (IOException e) {
+ // ignore.
+ }
+ }
+ }
+ });
+ }
+
+ public void clearAll() {
+ mLoggingHandler.post(new Runnable() {
+ @Override
+ public void run() {
+ if (mFile != null && mFile.exists()) {
+ if (LatinImeLogger.sDBG) {
+ Log.d(USABILITY_TAG, "Delete log file.");
+ }
+ mFile.delete();
+ mWriter.close();
+ }
+ }
+ });
+ }
+
+ private BufferedReader getBufferedReader() {
+ createLogFileIfNotExist();
+ try {
+ return new BufferedReader(new FileReader(mFile));
+ } catch (FileNotFoundException e) {
+ return null;
+ }
+ }
+
+ private PrintWriter getPrintWriter(
+ File dir, String filename, boolean renew) throws IOException {
+ mFile = new File(dir, filename);
+ if (mFile.exists()) {
+ if (renew) {
+ mFile.delete();
+ }
+ }
+ return new PrintWriter(new FileOutputStream(mFile), true /* autoFlush */);
+ }
+ }
+
+ public static int getKeyboardMode(EditorInfo attribute) {
+ if (attribute == null)
+ return KeyboardId.MODE_TEXT;
+
+ final int inputType = attribute.inputType;
+ final int variation = inputType & InputType.TYPE_MASK_VARIATION;
+
+ switch (inputType & InputType.TYPE_MASK_CLASS) {
+ case InputType.TYPE_CLASS_NUMBER:
+ case InputType.TYPE_CLASS_DATETIME:
+ return KeyboardId.MODE_NUMBER;
+ case InputType.TYPE_CLASS_PHONE:
+ return KeyboardId.MODE_PHONE;
+ case InputType.TYPE_CLASS_TEXT:
+ if (Utils.isEmailVariation(variation)) {
+ return KeyboardId.MODE_EMAIL;
+ } else if (variation == InputType.TYPE_TEXT_VARIATION_URI) {
+ return KeyboardId.MODE_URL;
+ } else if (variation == InputType.TYPE_TEXT_VARIATION_SHORT_MESSAGE) {
+ return KeyboardId.MODE_IM;
+ } else if (variation == InputType.TYPE_TEXT_VARIATION_FILTER) {
+ return KeyboardId.MODE_TEXT;
+ } else {
+ return KeyboardId.MODE_TEXT;
+ }
+ default:
+ return KeyboardId.MODE_TEXT;
+ }
+ }
+
+ public static boolean isEmailVariation(int variation) {
+ return variation == InputType.TYPE_TEXT_VARIATION_EMAIL_ADDRESS
+ || variation == InputType.TYPE_TEXT_VARIATION_WEB_EMAIL_ADDRESS;
+ }
+
+ public static boolean isWebInputType(int inputType) {
+ final int variation =
+ inputType & (InputType.TYPE_MASK_CLASS | InputType.TYPE_MASK_VARIATION);
+ return (variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_WEB_EDIT_TEXT))
+ || (variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_WEB_PASSWORD))
+ || (variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_WEB_EMAIL_ADDRESS));
+ }
+
+ // Please refer to TextView.isPasswordInputType
+ public static boolean isPasswordInputType(int inputType) {
+ final int variation =
+ inputType & (InputType.TYPE_MASK_CLASS | InputType.TYPE_MASK_VARIATION);
+ return (variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_PASSWORD))
+ || (variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_WEB_PASSWORD))
+ || (variation
+ == (InputType.TYPE_CLASS_NUMBER | InputType.TYPE_NUMBER_VARIATION_PASSWORD));
+ }
+
+ // Please refer to TextView.isVisiblePasswordInputType
+ public static boolean isVisiblePasswordInputType(int inputType) {
+ final int variation =
+ inputType & (InputType.TYPE_MASK_CLASS | InputType.TYPE_MASK_VARIATION);
+ return variation
+ == (InputType.TYPE_CLASS_TEXT | InputType.TYPE_TEXT_VARIATION_VISIBLE_PASSWORD);
+ }
+
+ public static boolean containsInCsv(String key, String csv) {
+ if (csv == null)
+ return false;
+ for (String option : csv.split(",")) {
+ if (option.equals(key))
+ return true;
+ }
+ return false;
+ }
+
+ public static boolean inPrivateImeOptions(String packageName, String key,
+ EditorInfo attribute) {
+ if (attribute == null)
+ return false;
+ return containsInCsv(packageName != null ? packageName + "." + key : key,
+ attribute.privateImeOptions);
+ }
+
+ /**
+ * Returns a main dictionary resource id
+ * @return main dictionary resource id
+ */
+ public static int getMainDictionaryResourceId(Resources res) {
+ return res.getIdentifier("main", "raw", LatinIME.class.getPackage().getName());
+ }
+
+ public static void loadNativeLibrary() {
+ try {
+ System.loadLibrary("jni_latinime");
+ } catch (UnsatisfiedLinkError ule) {
+ Log.e(TAG, "Could not load native library jni_latinime");
+ }
+ }
+}