/* * Copyright (c) 2013 Menny Even-Danan * * 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.anysoftkeyboard.dictionaries; import android.content.ContentResolver; import android.content.Context; import android.database.ContentObserver; import android.database.Cursor; import android.text.TextUtils; import com.anysoftkeyboard.WordComposer; import com.anysoftkeyboard.utils.Log; import com.menny.android.anysoftkeyboard.AnyApplication; import com.menny.android.anysoftkeyboard.FeaturesSet; public abstract class BTreeDictionary extends EditableDictionary { public static final int MAX_WORD_LENGTH = 32; protected static final String TAG = "ASK UDict"; private static final char QUOTE = '\''; private static final int INITIAL_ROOT_CAPACITY = 26/*number of letters in the English Alphabet. Why bother with auto-increment, when we can start at roughly the right final size..*/; /** * Table mapping most combined Latin, Greek, and Cyrillic characters to * their base characters. If c is in range, BASE_CHARS[c] == c if c is not a * combined character, or the base character if it is combined. */ private static final char BASE_CHARS[] = {0x0000, 0x0001, 0x0002, 0x0003, 0x0004, 0x0005, 0x0006, 0x0007, 0x0008, 0x0009, 0x000a, 0x000b, 0x000c, 0x000d, 0x000e, 0x000f, 0x0010, 0x0011, 0x0012, 0x0013, 0x0014, 0x0015, 0x0016, 0x0017, 0x0018, 0x0019, 0x001a, 0x001b, 0x001c, 0x001d, 0x001e, 0x001f, 0x0020, 0x0021, 0x0022, 0x0023, 0x0024, 0x0025, 0x0026, 0x0027, 0x0028, 0x0029, 0x002a, 0x002b, 0x002c, 0x002d, 0x002e, 0x002f, 0x0030, 0x0031, 0x0032, 0x0033, 0x0034, 0x0035, 0x0036, 0x0037, 0x0038, 0x0039, 0x003a, 0x003b, 0x003c, 0x003d, 0x003e, 0x003f, 0x0040, 0x0041, 0x0042, 0x0043, 0x0044, 0x0045, 0x0046, 0x0047, 0x0048, 0x0049, 0x004a, 0x004b, 0x004c, 0x004d, 0x004e, 0x004f, 0x0050, 0x0051, 0x0052, 0x0053, 0x0054, 0x0055, 0x0056, 0x0057, 0x0058, 0x0059, 0x005a, 0x005b, 0x005c, 0x005d, 0x005e, 0x005f, 0x0060, 0x0061, 0x0062, 0x0063, 0x0064, 0x0065, 0x0066, 0x0067, 0x0068, 0x0069, 0x006a, 0x006b, 0x006c, 0x006d, 0x006e, 0x006f, 0x0070, 0x0071, 0x0072, 0x0073, 0x0074, 0x0075, 0x0076, 0x0077, 0x0078, 0x0079, 0x007a, 0x007b, 0x007c, 0x007d, 0x007e, 0x007f, 0x0080, 0x0081, 0x0082, 0x0083, 0x0084, 0x0085, 0x0086, 0x0087, 0x0088, 0x0089, 0x008a, 0x008b, 0x008c, 0x008d, 0x008e, 0x008f, 0x0090, 0x0091, 0x0092, 0x0093, 0x0094, 0x0095, 0x0096, 0x0097, 0x0098, 0x0099, 0x009a, 0x009b, 0x009c, 0x009d, 0x009e, 0x009f, 0x0020, 0x00a1, 0x00a2, 0x00a3, 0x00a4, 0x00a5, 0x00a6, 0x00a7, 0x0020, 0x00a9, 0x0061, 0x00ab, 0x00ac, 0x00ad, 0x00ae, 0x0020, 0x00b0, 0x00b1, 0x0032, 0x0033, 0x0020, 0x03bc, 0x00b6, 0x00b7, 0x0020, 0x0031, 0x006f, 0x00bb, 0x0031, 0x0031, 0x0033, 0x00bf, 0x0041, 0x0041, 0x0041, 0x0041, 0x0041, 0x0041, 0x00c6, 0x0043, 0x0045, 0x0045, 0x0045, 0x0045, 0x0049, 0x0049, 0x0049, 0x0049, 0x00d0, 0x004e, 0x004f, 0x004f, 0x004f, 0x004f, 0x004f, 0x00d7, 0x004f, 0x0055, 0x0055, 0x0055, 0x0055, 0x0059, 0x00de, 0x0073, // Manually changed d8 to 4f // Manually changed df to 73 0x0061, 0x0061, 0x0061, 0x0061, 0x0061, 0x0061, 0x00e6, 0x0063, 0x0065, 0x0065, 0x0065, 0x0065, 0x0069, 0x0069, 0x0069, 0x0069, 0x00f0, 0x006e, 0x006f, 0x006f, 0x006f, 0x006f, 0x006f, 0x00f7, 0x006f, 0x0075, 0x0075, 0x0075, 0x0075, 0x0079, 0x00fe, 0x0079, // Manually changed f8 to 6f 0x0041, 0x0061, 0x0041, 0x0061, 0x0041, 0x0061, 0x0043, 0x0063, 0x0043, 0x0063, 0x0043, 0x0063, 0x0043, 0x0063, 0x0044, 0x0064, 0x0110, 0x0111, 0x0045, 0x0065, 0x0045, 0x0065, 0x0045, 0x0065, 0x0045, 0x0065, 0x0045, 0x0065, 0x0047, 0x0067, 0x0047, 0x0067, 0x0047, 0x0067, 0x0047, 0x0067, 0x0048, 0x0068, 0x0126, 0x0127, 0x0049, 0x0069, 0x0049, 0x0069, 0x0049, 0x0069, 0x0049, 0x0069, 0x0049, 0x0131, 0x0049, 0x0069, 0x004a, 0x006a, 0x004b, 0x006b, 0x0138, 0x004c, 0x006c, 0x004c, 0x006c, 0x004c, 0x006c, 0x004c, 0x006c, 0x0141, 0x0142, 0x004e, 0x006e, 0x004e, 0x006e, 0x004e, 0x006e, 0x02bc, 0x014a, 0x014b, 0x004f, 0x006f, 0x004f, 0x006f, 0x004f, 0x006f, 0x0152, 0x0153, 0x0052, 0x0072, 0x0052, 0x0072, 0x0052, 0x0072, 0x0053, 0x0073, 0x0053, 0x0073, 0x0053, 0x0073, 0x0053, 0x0073, 0x0054, 0x0074, 0x0054, 0x0074, 0x0166, 0x0167, 0x0055, 0x0075, 0x0055, 0x0075, 0x0055, 0x0075, 0x0055, 0x0075, 0x0055, 0x0075, 0x0055, 0x0075, 0x0057, 0x0077, 0x0059, 0x0079, 0x0059, 0x005a, 0x007a, 0x005a, 0x007a, 0x005a, 0x007a, 0x0073, 0x0180, 0x0181, 0x0182, 0x0183, 0x0184, 0x0185, 0x0186, 0x0187, 0x0188, 0x0189, 0x018a, 0x018b, 0x018c, 0x018d, 0x018e, 0x018f, 0x0190, 0x0191, 0x0192, 0x0193, 0x0194, 0x0195, 0x0196, 0x0197, 0x0198, 0x0199, 0x019a, 0x019b, 0x019c, 0x019d, 0x019e, 0x019f, 0x004f, 0x006f, 0x01a2, 0x01a3, 0x01a4, 0x01a5, 0x01a6, 0x01a7, 0x01a8, 0x01a9, 0x01aa, 0x01ab, 0x01ac, 0x01ad, 0x01ae, 0x0055, 0x0075, 0x01b1, 0x01b2, 0x01b3, 0x01b4, 0x01b5, 0x01b6, 0x01b7, 0x01b8, 0x01b9, 0x01ba, 0x01bb, 0x01bc, 0x01bd, 0x01be, 0x01bf, 0x01c0, 0x01c1, 0x01c2, 0x01c3, 0x0044, 0x0044, 0x0064, 0x004c, 0x004c, 0x006c, 0x004e, 0x004e, 0x006e, 0x0041, 0x0061, 0x0049, 0x0069, 0x004f, 0x006f, 0x0055, 0x0075, 0x00dc, 0x00fc, 0x00dc, 0x00fc, 0x00dc, 0x00fc, 0x00dc, 0x00fc, 0x01dd, 0x00c4, 0x00e4, 0x0226, 0x0227, 0x00c6, 0x00e6, 0x01e4, 0x01e5, 0x0047, 0x0067, 0x004b, 0x006b, 0x004f, 0x006f, 0x01ea, 0x01eb, 0x01b7, 0x0292, 0x006a, 0x0044, 0x0044, 0x0064, 0x0047, 0x0067, 0x01f6, 0x01f7, 0x004e, 0x006e, 0x00c5, 0x00e5, 0x00c6, 0x00e6, 0x00d8, 0x00f8, 0x0041, 0x0061, 0x0041, 0x0061, 0x0045, 0x0065, 0x0045, 0x0065, 0x0049, 0x0069, 0x0049, 0x0069, 0x004f, 0x006f, 0x004f, 0x006f, 0x0052, 0x0072, 0x0052, 0x0072, 0x0055, 0x0075, 0x0055, 0x0075, 0x0053, 0x0073, 0x0054, 0x0074, 0x021c, 0x021d, 0x0048, 0x0068, 0x0220, 0x0221, 0x0222, 0x0223, 0x0224, 0x0225, 0x0041, 0x0061, 0x0045, 0x0065, 0x00d6, 0x00f6, 0x00d5, 0x00f5, 0x004f, 0x006f, 0x022e, 0x022f, 0x0059, 0x0079, 0x0234, 0x0235, 0x0236, 0x0237, 0x0238, 0x0239, 0x023a, 0x023b, 0x023c, 0x023d, 0x023e, 0x023f, 0x0240, 0x0241, 0x0242, 0x0243, 0x0244, 0x0245, 0x0246, 0x0247, 0x0248, 0x0249, 0x024a, 0x024b, 0x024c, 0x024d, 0x024e, 0x024f, 0x0250, 0x0251, 0x0252, 0x0253, 0x0254, 0x0255, 0x0256, 0x0257, 0x0258, 0x0259, 0x025a, 0x025b, 0x025c, 0x025d, 0x025e, 0x025f, 0x0260, 0x0261, 0x0262, 0x0263, 0x0264, 0x0265, 0x0266, 0x0267, 0x0268, 0x0269, 0x026a, 0x026b, 0x026c, 0x026d, 0x026e, 0x026f, 0x0270, 0x0271, 0x0272, 0x0273, 0x0274, 0x0275, 0x0276, 0x0277, 0x0278, 0x0279, 0x027a, 0x027b, 0x027c, 0x027d, 0x027e, 0x027f, 0x0280, 0x0281, 0x0282, 0x0283, 0x0284, 0x0285, 0x0286, 0x0287, 0x0288, 0x0289, 0x028a, 0x028b, 0x028c, 0x028d, 0x028e, 0x028f, 0x0290, 0x0291, 0x0292, 0x0293, 0x0294, 0x0295, 0x0296, 0x0297, 0x0298, 0x0299, 0x029a, 0x029b, 0x029c, 0x029d, 0x029e, 0x029f, 0x02a0, 0x02a1, 0x02a2, 0x02a3, 0x02a4, 0x02a5, 0x02a6, 0x02a7, 0x02a8, 0x02a9, 0x02aa, 0x02ab, 0x02ac, 0x02ad, 0x02ae, 0x02af, 0x0068, 0x0266, 0x006a, 0x0072, 0x0279, 0x027b, 0x0281, 0x0077, 0x0079, 0x02b9, 0x02ba, 0x02bb, 0x02bc, 0x02bd, 0x02be, 0x02bf, 0x02c0, 0x02c1, 0x02c2, 0x02c3, 0x02c4, 0x02c5, 0x02c6, 0x02c7, 0x02c8, 0x02c9, 0x02ca, 0x02cb, 0x02cc, 0x02cd, 0x02ce, 0x02cf, 0x02d0, 0x02d1, 0x02d2, 0x02d3, 0x02d4, 0x02d5, 0x02d6, 0x02d7, 0x0020, 0x0020, 0x0020, 0x0020, 0x0020, 0x0020, 0x02de, 0x02df, 0x0263, 0x006c, 0x0073, 0x0078, 0x0295, 0x02e5, 0x02e6, 0x02e7, 0x02e8, 0x02e9, 0x02ea, 0x02eb, 0x02ec, 0x02ed, 0x02ee, 0x02ef, 0x02f0, 0x02f1, 0x02f2, 0x02f3, 0x02f4, 0x02f5, 0x02f6, 0x02f7, 0x02f8, 0x02f9, 0x02fa, 0x02fb, 0x02fc, 0x02fd, 0x02fe, 0x02ff, 0x0300, 0x0301, 0x0302, 0x0303, 0x0304, 0x0305, 0x0306, 0x0307, 0x0308, 0x0309, 0x030a, 0x030b, 0x030c, 0x030d, 0x030e, 0x030f, 0x0310, 0x0311, 0x0312, 0x0313, 0x0314, 0x0315, 0x0316, 0x0317, 0x0318, 0x0319, 0x031a, 0x031b, 0x031c, 0x031d, 0x031e, 0x031f, 0x0320, 0x0321, 0x0322, 0x0323, 0x0324, 0x0325, 0x0326, 0x0327, 0x0328, 0x0329, 0x032a, 0x032b, 0x032c, 0x032d, 0x032e, 0x032f, 0x0330, 0x0331, 0x0332, 0x0333, 0x0334, 0x0335, 0x0336, 0x0337, 0x0338, 0x0339, 0x033a, 0x033b, 0x033c, 0x033d, 0x033e, 0x033f, 0x0300, 0x0301, 0x0342, 0x0313, 0x0308, 0x0345, 0x0346, 0x0347, 0x0348, 0x0349, 0x034a, 0x034b, 0x034c, 0x034d, 0x034e, 0x034f, 0x0350, 0x0351, 0x0352, 0x0353, 0x0354, 0x0355, 0x0356, 0x0357, 0x0358, 0x0359, 0x035a, 0x035b, 0x035c, 0x035d, 0x035e, 0x035f, 0x0360, 0x0361, 0x0362, 0x0363, 0x0364, 0x0365, 0x0366, 0x0367, 0x0368, 0x0369, 0x036a, 0x036b, 0x036c, 0x036d, 0x036e, 0x036f, 0x0370, 0x0371, 0x0372, 0x0373, 0x02b9, 0x0375, 0x0376, 0x0377, 0x0378, 0x0379, 0x0020, 0x037b, 0x037c, 0x037d, 0x003b, 0x037f, 0x0380, 0x0381, 0x0382, 0x0383, 0x0020, 0x00a8, 0x0391, 0x00b7, 0x0395, 0x0397, 0x0399, 0x038b, 0x039f, 0x038d, 0x03a5, 0x03a9, 0x03ca, 0x0391, 0x0392, 0x0393, 0x0394, 0x0395, 0x0396, 0x0397, 0x0398, 0x0399, 0x039a, 0x039b, 0x039c, 0x039d, 0x039e, 0x039f, 0x03a0, 0x03a1, 0x03a2, 0x03a3, 0x03a4, 0x03a5, 0x03a6, 0x03a7, 0x03a8, 0x03a9, 0x0399, 0x03a5, 0x03b1, 0x03b5, 0x03b7, 0x03b9, 0x03cb, 0x03b1, 0x03b2, 0x03b3, 0x03b4, 0x03b5, 0x03b6, 0x03b7, 0x03b8, 0x03b9, 0x03ba, 0x03bb, 0x03bc, 0x03bd, 0x03be, 0x03bf, 0x03c0, 0x03c1, 0x03c2, 0x03c3, 0x03c4, 0x03c5, 0x03c6, 0x03c7, 0x03c8, 0x03c9, 0x03b9, 0x03c5, 0x03bf, 0x03c5, 0x03c9, 0x03cf, 0x03b2, 0x03b8, 0x03a5, 0x03d2, 0x03d2, 0x03c6, 0x03c0, 0x03d7, 0x03d8, 0x03d9, 0x03da, 0x03db, 0x03dc, 0x03dd, 0x03de, 0x03df, 0x03e0, 0x03e1, 0x03e2, 0x03e3, 0x03e4, 0x03e5, 0x03e6, 0x03e7, 0x03e8, 0x03e9, 0x03ea, 0x03eb, 0x03ec, 0x03ed, 0x03ee, 0x03ef, 0x03ba, 0x03c1, 0x03c2, 0x03f3, 0x0398, 0x03b5, 0x03f6, 0x03f7, 0x03f8, 0x03a3, 0x03fa, 0x03fb, 0x03fc, 0x03fd, 0x03fe, 0x03ff, 0x0415, 0x0415, 0x0402, 0x0413, 0x0404, 0x0405, 0x0406, 0x0406, 0x0408, 0x0409, 0x040a, 0x040b, 0x041a, 0x0418, 0x0423, 0x040f, 0x0410, 0x0411, 0x0412, 0x0413, 0x0414, 0x0415, 0x0416, 0x0417, 0x0418, 0x0418, 0x041a, 0x041b, 0x041c, 0x041d, 0x041e, 0x041f, 0x0420, 0x0421, 0x0422, 0x0423, 0x0424, 0x0425, 0x0426, 0x0427, 0x0428, 0x0429, 0x042a, 0x042b, 0x042c, 0x042d, 0x042e, 0x042f, 0x0430, 0x0431, 0x0432, 0x0433, 0x0434, 0x0435, 0x0436, 0x0437, 0x0438, 0x0438, 0x043a, 0x043b, 0x043c, 0x043d, 0x043e, 0x043f, 0x0440, 0x0441, 0x0442, 0x0443, 0x0444, 0x0445, 0x0446, 0x0447, 0x0448, 0x0449, 0x044a, 0x044b, 0x044c, 0x044d, 0x044e, 0x044f, 0x0435, 0x0435, 0x0452, 0x0433, 0x0454, 0x0455, 0x0456, 0x0456, 0x0458, 0x0459, 0x045a, 0x045b, 0x043a, 0x0438, 0x0443, 0x045f, 0x0460, 0x0461, 0x0462, 0x0463, 0x0464, 0x0465, 0x0466, 0x0467, 0x0468, 0x0469, 0x046a, 0x046b, 0x046c, 0x046d, 0x046e, 0x046f, 0x0470, 0x0471, 0x0472, 0x0473, 0x0474, 0x0475, 0x0474, 0x0475, 0x0478, 0x0479, 0x047a, 0x047b, 0x047c, 0x047d, 0x047e, 0x047f, 0x0480, 0x0481, 0x0482, 0x0483, 0x0484, 0x0485, 0x0486, 0x0487, 0x0488, 0x0489, 0x048a, 0x048b, 0x048c, 0x048d, 0x048e, 0x048f, 0x0490, 0x0491, 0x0492, 0x0493, 0x0494, 0x0495, 0x0496, 0x0497, 0x0498, 0x0499, 0x049a, 0x049b, 0x049c, 0x049d, 0x049e, 0x049f, 0x04a0, 0x04a1, 0x04a2, 0x04a3, 0x04a4, 0x04a5, 0x04a6, 0x04a7, 0x04a8, 0x04a9, 0x04aa, 0x04ab, 0x04ac, 0x04ad, 0x04ae, 0x04af, 0x04b0, 0x04b1, 0x04b2, 0x04b3, 0x04b4, 0x04b5, 0x04b6, 0x04b7, 0x04b8, 0x04b9, 0x04ba, 0x04bb, 0x04bc, 0x04bd, 0x04be, 0x04bf, 0x04c0, 0x0416, 0x0436, 0x04c3, 0x04c4, 0x04c5, 0x04c6, 0x04c7, 0x04c8, 0x04c9, 0x04ca, 0x04cb, 0x04cc, 0x04cd, 0x04ce, 0x04cf, 0x0410, 0x0430, 0x0410, 0x0430, 0x04d4, 0x04d5, 0x0415, 0x0435, 0x04d8, 0x04d9, 0x04d8, 0x04d9, 0x0416, 0x0436, 0x0417, 0x0437, 0x04e0, 0x04e1, 0x0418, 0x0438, 0x0418, 0x0438, 0x041e, 0x043e, 0x04e8, 0x04e9, 0x04e8, 0x04e9, 0x042d, 0x044d, 0x0423, 0x0443, 0x0423, 0x0443, 0x0423, 0x0443, 0x0427, 0x0447, 0x04f6, 0x04f7, 0x042b, 0x044b, 0x04fa, 0x04fb, 0x04fc, 0x04fd, 0x04fe, 0x04ff,}; protected final Context mContext; private NodeArray mRoots; private int mMaxDepth; private int mInputLength; private ContentObserver mObserver = null; private char[] mWordBuilder = new char[MAX_WORD_LENGTH]; protected BTreeDictionary(String dictionaryName, Context context) { super(dictionaryName); mContext = context; //creating the root node. clearDictionary(); } public static char toLowerCase(char c) { if (c < BASE_CHARS.length) { c = BASE_CHARS[c]; } c = Character.toLowerCase(c); return c; } @Override protected final void loadAllResources() { WordsCursor wordsCursor = getWordsCursor(); try { Cursor cursor = wordsCursor.getCursor(); if (cursor == null) return; if (!cursor.moveToFirst()) return; Log.d(TAG, "About to load " + cursor.getCount() + " rows from " + toString()); while (!cursor.isAfterLast() && !isClosed()) { final String word = wordsCursor.getCurrentWord(); final int frequency = wordsCursor.getCurrentWordFrequency(); if (!TextUtils.isEmpty(word) && frequency > 0) { //adding only good words addWordFromStorage(word, frequency); } cursor.moveToNext(); if (FeaturesSet.DEBUG_LOG) { if (cursor.getPosition() % 25 == 0) { Log.d(TAG, "Read " + cursor.getPosition() + " out of " + cursor.getCount() + " words."); } } } if (!isClosed()) { if (mObserver == null) { mObserver = AnyApplication.getFrankenRobot().embody(new DictionaryContentObserver.DictionaryContentObserverDiagram(this)); registerObserver(mObserver, mContext.getContentResolver()); } } } finally { wordsCursor.close(); } } /** * Adds a word to the dictionary and makes it persistent. * * @param word the word to add. If the word is capitalized, then the * dictionary will recognize it as a capitalized word when * searched. * @param frequency the frequency of occurrence of the word. A frequency of 255 is * considered the highest. */ public boolean addWord(String word, int frequency) { synchronized (mResourceMonitor) { if (isClosed()) { Log.d(TAG, "Dictionary (type " + this.getClass().getName() + ") " + this.getDictionaryName() + " is closed! Can not add word."); return false; } // Safeguard against adding long words. Can cause stack overflow. if (word.length() >= getMaxWordLength()) return false; Log.i(TAG, "Adding word '" + word + "' to dictionary (in " + getClass().getSimpleName() + ") with frequency " + frequency); //first deleting the word, so it wont conflict in the adding (_ID is unique). deleteWord(word); //add word to in-memory structure addWordRec(mRoots, word, 0, frequency); //add word to storage AddWordToStorage(word, frequency); } return true; } protected int getMaxWordLength() { return MAX_WORD_LENGTH; } protected void onStorageChanged() { if (isClosed()) return; clearDictionary(); DictionaryASyncLoader loader = new DictionaryASyncLoader(null); loader.execute(this); } @Override public final void deleteWord(String word) { synchronized (mResourceMonitor) { if (isClosed()) { Log.d(TAG, "Dictionary (type " + this.getClass().getName() + ") " + this.getDictionaryName() + " is closed! Can not delete word."); return; } deleteWordRec(mRoots, word, 0, word.length()); deleteWordFromStorage(word); } } private boolean deleteWordRec(final NodeArray children, final CharSequence word, final int offset, final int length) { final int count = children.length; final char currentChar = word.charAt(offset); for (int j = 0; j < count; j++) { final Node node = children.data[j]; if (node.code == currentChar) { if (offset == length - 1) {//last character in the word to delete //we need to delete this node. But only if it terminal if (node.terminal) { if (node.children == null || node.children.length == 0) { //terminal node, with no children - can be safely removed children.deleteNode(j); } else { //terminal node with children. So, it is no longer terminal node.terminal = false; } //let's tell that we deleted a node return true; } else { //it is not terminal, and the word to delete is longer //let's tell that we didn't delete return false; } } else if (node.terminal &&//a terminal node (node.children == null || node.children.length == 0)) {//has no children //this is not the last character, but this is a terminal node with no children! Nothing to delete here. return false; } else { //not the last character in the word to delete, and not a terminal node. //but if the node forward was deleted, then this one might also need to be deleted. final boolean aChildNodeWasDeleted = deleteWordRec(node.children, word, offset + 1, length); if (aChildNodeWasDeleted) {//something was deleted in my children if (node.children.length == 0 && !node.terminal) { //this node just deleted its last child, and it is not a terminal character. //it is not necessary anymore. children.deleteNode(j); //let's tell that we deleted. return true; } else { return false; } } } } } return false;//nothing to delete here, move along. } protected abstract void deleteWordFromStorage(String word); protected abstract void registerObserver(ContentObserver dictionaryContentObserver, ContentResolver contentResolver); public abstract WordsCursor getWordsCursor(); protected abstract void AddWordToStorage(String word, int frequency); @Override public void getWords(final WordComposer codes, final WordCallback callback) { if (isLoading() || isClosed()) return; mInputLength = codes.length(); mMaxDepth = mInputLength * 2; getWordsRec(mRoots, codes, mWordBuilder, 0, false, 1.0f, 0, callback); } @Override public boolean isValidWord(CharSequence word) { return getWordFrequency(word) > 0; } /** * Checks for the given word's frequency. * * @param word the word to search for. The search should be case-insensitive. * @return frequency value (higher is better. 0 means not exists, 1 is minimum, 255 is maximum). */ public final int getWordFrequency(CharSequence word) { if (isLoading() || isClosed()) return 0; return getWordFrequencyRec(mRoots, word, 0, word.length()); } private int getWordFrequencyRec(final NodeArray children, final CharSequence word, final int offset, final int length) { final int count = children.length; char currentChar = word.charAt(offset); for (int j = 0; j < count; j++) { final Node node = children.data[j]; if (node.code == currentChar) { if (offset == length - 1) { if (node.terminal) { return node.frequency; } } else { if (node.children != null) { int frequency = getWordFrequencyRec(node.children, word, offset + 1, length); if (frequency > 0) return frequency; } } } } //no luck, can't find the word return 0; } /** * Recursively traverse the tree for words that match the input. Input * consists of a list of arrays. Each item in the list is one input * character position. An input character is actually an array of multiple * possible candidates. This function is not optimized for speed, assuming * that the user dictionary will only be a few hundred words in size. * * @param roots node whose children have to be search for matches * @param codes the input character codes * @param word the word being composed as a possible match * @param depth the depth of traversal - the length of the word being composed * thus far * @param completion whether the traversal is now in completion mode - meaning that * we've exhausted the input and we're looking for all possible * suffixes. * @param snr current weight of the word being formed * @param inputIndex position in the input characters. This can be off from the * depth in case we skip over some punctuations such as * apostrophe in the traversal. That is, if you type "wouldve", * it could be matching "would've", so the depth will be one more * than the inputIndex * @param callback the callback class for adding a word */ private void getWordsRec(NodeArray roots, final WordComposer codes, final char[] word, final int depth, boolean completion, float snr, int inputIndex, WordCallback callback) { final int count = roots.length; final int codeSize = mInputLength; // Optimization: Prune out words that are too long compared to how much // was typed. if (depth > mMaxDepth) { return; } int[] currentChars = null; if (codeSize <= inputIndex) { completion = true; } else { currentChars = codes.getCodesAt(inputIndex); } for (int i = 0; i < count; i++) { final Node node = roots.data[i]; final char c = node.code; final char lowerC = toLowerCase(c); boolean terminal = node.terminal; NodeArray children = node.children; int freq = node.frequency; if (completion) { word[depth] = c; if (terminal) { if (!callback.addWord(word, 0, depth + 1, (int) (freq * snr), this)) { return; } } if (children != null) { getWordsRec(children, codes, word, depth + 1, completion, snr, inputIndex, callback); } } else if (c == QUOTE && currentChars[0] != QUOTE) { // Skip the ' and continue deeper word[depth] = QUOTE; if (children != null) { getWordsRec(children, codes, word, depth + 1, completion, snr, inputIndex, callback); } } else { for (int j = 0; j < currentChars.length; j++) { float addedAttenuation = (j > 0 ? 1f : 3f); if (currentChars[j] == -1) { break; } if (currentChars[j] == lowerC || currentChars[j] == c) { word[depth] = c; if (codes.length() == depth + 1) { if (terminal) { if (INCLUDE_TYPED_WORD_IF_VALID || !same(word, depth + 1, codes.getTypedWord())) { callback.addWord(word, 0, depth + 1, (int) (freq * snr * addedAttenuation * FULL_WORD_FREQ_MULTIPLIER), this); } } if (children != null) { getWordsRec(children, codes, word, depth + 1, true, snr * addedAttenuation, inputIndex + 1, callback); } } else if (children != null) { getWordsRec(children, codes, word, depth + 1, false, snr * addedAttenuation, inputIndex + 1, callback); } } } } } } @Override protected final void closeAllResources() { clearDictionary(); if (mObserver != null) { mContext.getContentResolver().unregisterContentObserver(mObserver); mObserver = null; } closeStorage(); } protected void addWordFromStorage(String word, int frequency) { addWordRec(mRoots, word, 0, frequency); } private void addWordRec(NodeArray children, final String word, final int depth, final int frequency) { final int wordLength = word.length(); final char c = word.charAt(depth); // Does children have the current character? final int childrenLength = children.length; Node childNode = null; boolean found = false; for (int i = 0; i < childrenLength; i++) { childNode = children.data[i]; if (childNode.code == c) { found = true; break; } } if (!found) { childNode = new Node(); childNode.code = c; children.add(childNode); } if (wordLength == depth + 1) { // Terminate this word childNode.terminal = true; childNode.frequency = frequency; // words return; } if (childNode.children == null) { childNode.children = new NodeArray(); } addWordRec(childNode.children, word, depth + 1, frequency); } private void clearDictionary() { mRoots = new NodeArray(INITIAL_ROOT_CAPACITY); } protected abstract void closeStorage(); static class Node { char code; int frequency; boolean terminal; NodeArray children; } static class NodeArray { private static final int INCREMENT = 2; Node[] data; int length = 0; NodeArray(int initialCapacity) { data = new Node[initialCapacity]; } NodeArray() { this(INCREMENT); } void add(Node n) { length++; if (length > data.length) { Node[] tempData = new Node[length + INCREMENT]; System.arraycopy(data, 0, tempData, 0, data.length); data = tempData; } data[length - 1] = n; } public void deleteNode(int nodeIndexToDelete) { assert length >= 0; length--; if (length > 0) { for (int i = nodeIndexToDelete; i < length; i++) { data[i] = data[i + 1]; } } } } }