/* * 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; public class UserHistoryForgettingCurveUtils { private static final int FC_FREQ_MAX = 127; /* package */ static final int COUNT_MAX = 3; private static final int FC_LEVEL_MAX = 3; /* package */ static final int ELAPSED_TIME_MAX = 15; private static final int ELAPSED_TIME_INTERVAL_HOURS = 6; private static final int HALF_LIFE_HOURS = 48; /* package */ static int fcToElapsedTime(byte fc) { return fc & 0x0F; } /* package */ static int fcToCount(byte fc) { return (fc >> 4) & 0x03; } /* package */ static int fcToLevel(byte fc) { return (fc >> 6) & 0x03; } private static int calcFreq(int elapsedTime, int count, int level) { if (level <= 0) { // Reserved words, just return 0 return 0; } if (count == COUNT_MAX) { // Temporary promote because it's frequently typed recently ++level; } final int et = Math.min(FC_FREQ_MAX, Math.max(0, elapsedTime)); final int l = Math.min(FC_LEVEL_MAX, Math.max(0, level)); return MathUtils.SCORE_TABLE[l - 1][et]; } /* pakcage */ static byte calcFc(int elapsedTime, int count, int level) { final int et = Math.min(FC_FREQ_MAX, Math.max(0, elapsedTime)); final int c = Math.min(COUNT_MAX, Math.max(0, count)); final int l = Math.min(FC_LEVEL_MAX, Math.max(0, level)); return (byte)(et | (c << 4) | (l << 6)); } public static int fcToFreq(byte fc) { final int elapsedTime = fcToElapsedTime(fc); final int count = fcToCount(fc); final int level = fcToLevel(fc); return calcFreq(elapsedTime, count, level); } public static byte pushElapsedTime(byte fc) { int elapsedTime = fcToElapsedTime(fc); int count = fcToCount(fc); int level = fcToLevel(fc); if (elapsedTime >= ELAPSED_TIME_MAX) { // Downgrade level elapsedTime = 0; count = COUNT_MAX; --level; } else { ++elapsedTime; } return calcFc(elapsedTime, count, level); } public static byte pushCount(byte fc, boolean isValid) { final int elapsedTime = fcToElapsedTime(fc); int count = fcToCount(fc); int level = fcToLevel(fc); if ((elapsedTime == 0 && count >= COUNT_MAX) || (isValid && level == 0)) { // Upgrade level ++level; count = 0; } else { ++count; } return calcFc(0, count, level); } private static class MathUtils { public static final int[][] SCORE_TABLE = new int[FC_LEVEL_MAX][ELAPSED_TIME_MAX + 1]; static { for (int i = 0; i < FC_LEVEL_MAX; ++i) { final double initialFreq; if (i >= 2) { initialFreq = (double)FC_FREQ_MAX; } else if (i == 1) { initialFreq = (double)FC_FREQ_MAX / 2; } else if (i == 0) { initialFreq = (double)FC_FREQ_MAX / 4; } else { continue; } for (int j = 0; j < ELAPSED_TIME_MAX; ++j) { final double elapsedHour = j * ELAPSED_TIME_INTERVAL_HOURS; final double freq = initialFreq * Math.pow(initialFreq, elapsedHour / HALF_LIFE_HOURS); final int intFreq = Math.min(FC_FREQ_MAX, Math.max(0, (int)freq)); SCORE_TABLE[i][j] = intFreq; } } } } }