xref: /packages/inputmethods/LatinIME/java/src/com/android/inputmethod/latin/personalization/DynamicPersonalizationDictionaryWriter.java

/*
 * Copyright (C) 2013 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.personalization;

import android.content.Context;

import com.android.inputmethod.keyboard.ProximityInfo;
import com.android.inputmethod.latin.AbstractDictionaryWriter;
import com.android.inputmethod.latin.ExpandableDictionary;
import com.android.inputmethod.latin.WordComposer;
import com.android.inputmethod.latin.ExpandableDictionary.NextWord;
import com.android.inputmethod.latin.SuggestedWords.SuggestedWordInfo;
import com.android.inputmethod.latin.makedict.DictEncoder;
import com.android.inputmethod.latin.makedict.FormatSpec;
import com.android.inputmethod.latin.makedict.UnsupportedFormatException;
import com.android.inputmethod.latin.utils.UserHistoryDictIOUtils;
import com.android.inputmethod.latin.utils.UserHistoryDictIOUtils.BigramDictionaryInterface;
import com.android.inputmethod.latin.utils.UserHistoryForgettingCurveUtils;
import com.android.inputmethod.latin.utils.UserHistoryForgettingCurveUtils.ForgettingCurveParams;

import java.io.IOException;
import java.util.ArrayList;

// Currently this class is used to implement dynamic prodiction dictionary.
// TODO: Move to native code.
public class DynamicPersonalizationDictionaryWriter extends AbstractDictionaryWriter {
    private static final String TAG = DynamicPersonalizationDictionaryWriter.class.getSimpleName();
    /** Maximum number of pairs. Pruning will start when databases goes above this number. */
    public static final int MAX_HISTORY_BIGRAMS = 10000;

    /** Any pair being typed or picked */
    private static final int FREQUENCY_FOR_TYPED = 2;

    private static final int BINARY_DICT_VERSION = 3;
    private static final FormatSpec.FormatOptions FORMAT_OPTIONS =
            new FormatSpec.FormatOptions(BINARY_DICT_VERSION, true /* supportsDynamicUpdate */);

    private final UserHistoryDictionaryBigramList mBigramList =
            new UserHistoryDictionaryBigramList();
    private final ExpandableDictionary mExpandableDictionary;

    public DynamicPersonalizationDictionaryWriter(final Context context, final String dictType) {
        super(context, dictType);
        mExpandableDictionary = new ExpandableDictionary(context, dictType);
    }

    @Override
    public void clear() {
        mBigramList.evictAll();
        mExpandableDictionary.clearDictionary();
    }

    /**
     * Adds a word unigram to the fusion dictionary. Call updateBinaryDictionary when all changes
     * are done to update the binary dictionary.
     */
    @Override
    public void addUnigramWord(final String word, final String shortcutTarget, final int frequency,
            final boolean isNotAWord) {
        mExpandableDictionary.addWord(word, shortcutTarget, frequency);
        mBigramList.addBigram(null, word, (byte)frequency);
    }

    @Override
    public void addBigramWords(final String word0, final String word1, final int frequency,
            final boolean isValid, final long lastModifiedTime) {
        if (lastModifiedTime > 0) {
            mExpandableDictionary.setBigramAndGetFrequency(word0, word1,
                    new ForgettingCurveParams(frequency, System.currentTimeMillis(),
                            lastModifiedTime));
            mBigramList.addBigram(word0, word1, (byte)frequency);
        } else {
            mExpandableDictionary.setBigramAndGetFrequency(word0, word1,
                    new ForgettingCurveParams(isValid));
            mBigramList.addBigram(word0, word1, (byte)frequency);
        }
    }

    @Override
    public void removeBigramWords(final String word0, final String word1) {
        if (mBigramList.removeBigram(word0, word1)) {
            mExpandableDictionary.removeBigram(word0, word1);
        }
    }

    @Override
    protected void writeDictionary(final DictEncoder dictEncoder)
            throws IOException, UnsupportedFormatException {
        UserHistoryDictIOUtils.writeDictionary(dictEncoder,
                new FrequencyProvider(mBigramList, mExpandableDictionary), mBigramList,
                        FORMAT_OPTIONS);
    }

    private static class FrequencyProvider implements BigramDictionaryInterface {
        final private UserHistoryDictionaryBigramList mBigramList;
        final private ExpandableDictionary mExpandableDictionary;

        public FrequencyProvider(final UserHistoryDictionaryBigramList bigramList,
                final ExpandableDictionary expandableDictionary) {
            mBigramList = bigramList;
            mExpandableDictionary = expandableDictionary;
        }
        @Override
        public int getFrequency(final String word0, final String word1) {
            final int freq;
            if (word0 == null) { // unigram
                freq = FREQUENCY_FOR_TYPED;
            } else { // bigram
                final NextWord nw = mExpandableDictionary.getBigramWord(word0, word1);
                if (nw != null) {
                    final ForgettingCurveParams forgettingCurveParams = nw.getFcParams();
                    final byte prevFc = mBigramList.getBigrams(word0).get(word1);
                    final byte fc = forgettingCurveParams.getFc();
                    final boolean isValid = forgettingCurveParams.isValid();
                    if (prevFc > 0 && prevFc == fc) {
                        freq = fc & 0xFF;
                    } else if (UserHistoryForgettingCurveUtils.
                            needsToSave(fc, isValid, mBigramList.size() <= MAX_HISTORY_BIGRAMS)) {
                        freq = fc & 0xFF;
                    } else {
                        // Delete this entry
                        freq = -1;
                    }
                } else {
                    // Delete this entry
                    freq = -1;
                }
            }
            return freq;
        }
    }

    @Override
    public ArrayList<SuggestedWordInfo> getSuggestions(final WordComposer composer,
            final String prevWord, final ProximityInfo proximityInfo,
            boolean blockOffensiveWords) {
        return mExpandableDictionary.getSuggestions(composer, prevWord, proximityInfo,
                blockOffensiveWords);
    }

    @Override
    public boolean isValidWord(final String word) {
        return mExpandableDictionary.isValidWord(word);
    }
}