LatinIME/java/src/com/android/inputmethod/latin/Utils.java

/*
 * 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 com.android.inputmethod.compat.InputMethodInfoCompatWrapper;
import com.android.inputmethod.compat.InputMethodManagerCompatWrapper;
import com.android.inputmethod.compat.InputMethodSubtypeCompatWrapper;
import com.android.inputmethod.compat.InputTypeCompatUtils;
import com.android.inputmethod.keyboard.Keyboard;
import com.android.inputmethod.keyboard.KeyboardId;

import android.content.Context;
import android.content.res.Configuration;
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 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.ArrayList;
import java.util.Date;
import java.util.HashMap;
import java.util.List;
import java.util.Locale;

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 static boolean DBG_EDIT_DISTANCE = false;

    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(InputMethodManagerCompatWrapper imm) {
        final List<InputMethodInfoCompatWrapper> enabledImis = imm.getEnabledInputMethodList();

        // Filters out IMEs that have auxiliary subtypes only (including either implicitly or
        // explicitly enabled ones).
        final ArrayList<InputMethodInfoCompatWrapper> filteredImis =
                new ArrayList<InputMethodInfoCompatWrapper>();

        outerloop:
        for (InputMethodInfoCompatWrapper imi : enabledImis) {
            // We can return true immediately after we find two or more filtered IMEs.
            if (filteredImis.size() > 1) return true;
            final List<InputMethodSubtypeCompatWrapper> subtypes =
                    imm.getEnabledInputMethodSubtypeList(imi, true);
            // IMEs that have no subtypes should be included.
            if (subtypes.isEmpty()) {
                filteredImis.add(imi);
                continue;
            }
            // IMEs that have one or more non-auxiliary subtypes should be included.
            for (InputMethodSubtypeCompatWrapper subtype : subtypes) {
                if (!subtype.isAuxiliary()) {
                    filteredImis.add(imi);
                    continue outerloop;
                }
            }
        }

        return filteredImis.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(InputMethodManagerCompatWrapper imm, String packageName) {
        return getInputMethodInfo(imm, packageName).getId();
    }

    public static InputMethodInfoCompatWrapper getInputMethodInfo(
            InputMethodManagerCompatWrapper imm, String packageName) {
        for (final InputMethodInfoCompatWrapper imi : imm.getEnabledInputMethodList()) {
            if (imi.getPackageName().equals(packageName))
                return imi;
        }
        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 getBackwardNthChar(int n) {
            if (mLength <= n || n < 0) {
                return PLACEHOLDER_DELIMITER_CHAR;
            } else {
                return mCharBuf[normalize(mEnd - n - 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 getLastWord(int ignoreCharCount) {
            StringBuilder sb = new StringBuilder();
            int i = ignoreCharCount;
            for (; i < mLength; ++i) {
                char c = mCharBuf[normalize(mEnd - 1 - i)];
                if (!((LatinIME)mContext).isWordSeparator(c)) {
                    break;
                }
            }
            for (; 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;
        }
    }


    /* Damerau-Levenshtein distance */
    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) {
                final char sc = Character.toLowerCase(s.charAt(i));
                final char tc = Character.toLowerCase(t.charAt(j));
                final int cost = sc == tc ? 0 : 1;
                dp[i + 1][j + 1] = Math.min(
                        dp[i][j + 1] + 1, Math.min(dp[i + 1][j] + 1, dp[i][j] + cost));
                // Overwrite for transposition cases
                if (i > 0 && j > 0
                        && sc == Character.toLowerCase(t.charAt(j - 1))
                        && tc == Character.toLowerCase(s.charAt(i - 1))) {
                    dp[i + 1][j + 1] = Math.min(dp[i + 1][j + 1], dp[i - 1][j - 1] + cost);
                }
            }
        }
        if (DBG_EDIT_DISTANCE) {
            Log.d(TAG, "editDistance:" + s + "," + t);
            for (int i = 0; i < dp.length; ++i) {
                StringBuffer sb = new StringBuffer();
                for (int j = 0; j < dp[i].length; ++j) {
                    sb.append(dp[i][j]).append(',');
                }
                Log.d(TAG, i + ":" + sb.toString());
            }
        }
        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
    //  := 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 score 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;
    private static final int S_INT_MAX = 2147483647;
    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.
        int spaceCount = 0;
        for (int i = 0; i < afterLength; ++i) {
            if (after.charAt(i) == Keyboard.CODE_SPACE) {
                ++spaceCount;
            }
        }
        if (spaceCount == afterLength) return 0;
        final double maximumScore = score == S_INT_MAX ? S_INT_MAX : MAX_INITIAL_SCORE
                * Math.pow(
                        TYPED_LETTER_MULTIPLIER, Math.min(beforeLength, afterLength - spaceCount))
                * 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 (InputTypeCompatUtils.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 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) {
        final String MAIN_DIC_NAME = "main";
        String packageName = LatinIME.class.getPackage().getName();
        return res.getIdentifier(MAIN_DIC_NAME, "raw", packageName);
    }

    public static void loadNativeLibrary() {
        try {
            System.loadLibrary("jni_latinime");
        } catch (UnsatisfiedLinkError ule) {
            Log.e(TAG, "Could not load native library jni_latinime");
        }
    }

    /**
     * Returns true if a and b are equal ignoring the case of the character.
     * @param a first character to check
     * @param b second character to check
     * @return {@code true} if a and b are equal, {@code false} otherwise.
     */
    public static boolean equalsIgnoreCase(char a, char b) {
        // Some language, such as Turkish, need testing both cases.
        return a == b
                || Character.toLowerCase(a) == Character.toLowerCase(b)
                || Character.toUpperCase(a) == Character.toUpperCase(b);
    }

    /**
     * Returns true if a and b are equal ignoring the case of the characters, including if they are
     * both null.
     * @param a first CharSequence to check
     * @param b second CharSequence to check
     * @return {@code true} if a and b are equal, {@code false} otherwise.
     */
    public static boolean equalsIgnoreCase(CharSequence a, CharSequence b) {
        if (a == b)
            return true;  // including both a and b are null.
        if (a == null || b == null)
            return false;
        final int length = a.length();
        if (length != b.length())
            return false;
        for (int i = 0; i < length; i++) {
            if (!equalsIgnoreCase(a.charAt(i), b.charAt(i)))
                return false;
        }
        return true;
    }

    /**
     * Returns true if a and b are equal ignoring the case of the characters, including if a is null
     * and b is zero length.
     * @param a CharSequence to check
     * @param b character array to check
     * @param offset start offset of array b
     * @param length length of characters in array b
     * @return {@code true} if a and b are equal, {@code false} otherwise.
     * @throws IndexOutOfBoundsException
     *   if {@code offset < 0 || length < 0 || offset + length > data.length}.
     * @throws NullPointerException if {@code b == null}.
     */
    public static boolean equalsIgnoreCase(CharSequence a, char[] b, int offset, int length) {
        if (offset < 0 || length < 0 || length > b.length - offset)
            throw new IndexOutOfBoundsException("array.length=" + b.length + " offset=" + offset
                    + " length=" + length);
        if (a == null)
            return length == 0;  // including a is null and b is zero length.
        if (a.length() != length)
            return false;
        for (int i = 0; i < length; i++) {
            if (!equalsIgnoreCase(a.charAt(i), b[offset + i]))
                return false;
        }
        return true;
    }

    public static float getDipScale(Context context) {
        final float scale = context.getResources().getDisplayMetrics().density;
        return scale;
    }

    /** Convert pixel to DIP */
    public static int dipToPixel(float scale, int dip) {
        return (int) (dip * scale + 0.5);
    }

    public static Locale setSystemLocale(Resources res, Locale newLocale) {
        final Configuration conf = res.getConfiguration();
        final Locale saveLocale = conf.locale;
        conf.locale = newLocale;
        res.updateConfiguration(conf, res.getDisplayMetrics());
        return saveLocale;
    }

    private static final HashMap<String, Locale> sLocaleCache = new HashMap<String, Locale>();

    public static Locale constructLocaleFromString(String localeStr) {
        if (localeStr == null)
            return null;
        synchronized (sLocaleCache) {
            if (sLocaleCache.containsKey(localeStr))
                return sLocaleCache.get(localeStr);
            Locale retval = null;
            String[] localeParams = localeStr.split("_", 3);
            if (localeParams.length == 1) {
                retval = new Locale(localeParams[0]);
            } else if (localeParams.length == 2) {
                retval = new Locale(localeParams[0], localeParams[1]);
            } else if (localeParams.length == 3) {
                retval = new Locale(localeParams[0], localeParams[1], localeParams[2]);
            }
            if (retval != null) {
                sLocaleCache.put(localeStr, retval);
            }
            return retval;
        }
    }
}