Move the "src" directory as a preparation for Ib4a47342 and I66f6c5b9
Change-Id: I3ab65059f6e356530484bfd0bba26a634a4cba65
diff --git a/native/jni/Android.mk b/native/jni/Android.mk
index ffaede3..5fd9101 100644
--- a/native/jni/Android.mk
+++ b/native/jni/Android.mk
@@ -15,7 +15,7 @@
LOCAL_PATH := $(call my-dir)
include $(CLEAR_VARS)
-LATIN_IME_SRC_DIR := ../src
+LATIN_IME_SRC_DIR := src
LOCAL_C_INCLUDES += $(LOCAL_PATH)/$(LATIN_IME_SRC_DIR)
diff --git a/native/jni/src/additional_proximity_chars.cpp b/native/jni/src/additional_proximity_chars.cpp
new file mode 100644
index 0000000..224f020
--- /dev/null
+++ b/native/jni/src/additional_proximity_chars.cpp
@@ -0,0 +1,41 @@
+/*
+ * 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.
+ */
+
+#include "additional_proximity_chars.h"
+
+namespace latinime {
+const std::string AdditionalProximityChars::LOCALE_EN_US("en");
+
+const int32_t AdditionalProximityChars::EN_US_ADDITIONAL_A[EN_US_ADDITIONAL_A_SIZE] = {
+ 'e', 'i', 'o', 'u'
+};
+
+const int32_t AdditionalProximityChars::EN_US_ADDITIONAL_E[EN_US_ADDITIONAL_E_SIZE] = {
+ 'a', 'i', 'o', 'u'
+};
+
+const int32_t AdditionalProximityChars::EN_US_ADDITIONAL_I[EN_US_ADDITIONAL_I_SIZE] = {
+ 'a', 'e', 'o', 'u'
+};
+
+const int32_t AdditionalProximityChars::EN_US_ADDITIONAL_O[EN_US_ADDITIONAL_O_SIZE] = {
+ 'a', 'e', 'i', 'u'
+};
+
+const int32_t AdditionalProximityChars::EN_US_ADDITIONAL_U[EN_US_ADDITIONAL_U_SIZE] = {
+ 'a', 'e', 'i', 'o'
+};
+}
diff --git a/native/jni/src/additional_proximity_chars.h b/native/jni/src/additional_proximity_chars.h
new file mode 100644
index 0000000..e0ecc0e
--- /dev/null
+++ b/native/jni/src/additional_proximity_chars.h
@@ -0,0 +1,94 @@
+/*
+ * 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.
+ */
+
+#ifndef LATINIME_ADDITIONAL_PROXIMITY_CHARS_H
+#define LATINIME_ADDITIONAL_PROXIMITY_CHARS_H
+
+#include <stdint.h>
+#include <string>
+
+#include "defines.h"
+
+namespace latinime {
+
+class AdditionalProximityChars {
+ private:
+ static const std::string LOCALE_EN_US;
+ static const int EN_US_ADDITIONAL_A_SIZE = 4;
+ static const int32_t EN_US_ADDITIONAL_A[];
+ static const int EN_US_ADDITIONAL_E_SIZE = 4;
+ static const int32_t EN_US_ADDITIONAL_E[];
+ static const int EN_US_ADDITIONAL_I_SIZE = 4;
+ static const int32_t EN_US_ADDITIONAL_I[];
+ static const int EN_US_ADDITIONAL_O_SIZE = 4;
+ static const int32_t EN_US_ADDITIONAL_O[];
+ static const int EN_US_ADDITIONAL_U_SIZE = 4;
+ static const int32_t EN_US_ADDITIONAL_U[];
+
+ static bool isEnLocale(const std::string *locale_str) {
+ return locale_str && locale_str->size() >= LOCALE_EN_US.size()
+ && LOCALE_EN_US.compare(0, LOCALE_EN_US.size(), *locale_str);
+ }
+
+ public:
+ static int getAdditionalCharsSize(const std::string* locale_str, const int32_t c) {
+ if (!isEnLocale(locale_str)) {
+ return 0;
+ }
+ switch(c) {
+ case 'a':
+ return EN_US_ADDITIONAL_A_SIZE;
+ case 'e':
+ return EN_US_ADDITIONAL_E_SIZE;
+ case 'i':
+ return EN_US_ADDITIONAL_I_SIZE;
+ case 'o':
+ return EN_US_ADDITIONAL_O_SIZE;
+ case 'u':
+ return EN_US_ADDITIONAL_U_SIZE;
+ default:
+ return 0;
+ }
+ }
+
+ static const int32_t* getAdditionalChars(const std::string *locale_str, const int32_t c) {
+ if (!isEnLocale(locale_str)) {
+ return 0;
+ }
+ switch(c) {
+ case 'a':
+ return EN_US_ADDITIONAL_A;
+ case 'e':
+ return EN_US_ADDITIONAL_E;
+ case 'i':
+ return EN_US_ADDITIONAL_I;
+ case 'o':
+ return EN_US_ADDITIONAL_O;
+ case 'u':
+ return EN_US_ADDITIONAL_U;
+ default:
+ return 0;
+ }
+ }
+
+ static bool hasAdditionalChars(const std::string *locale_str, const int32_t c) {
+ return getAdditionalCharsSize(locale_str, c) > 0;
+ }
+};
+
+}
+
+#endif // LATINIME_ADDITIONAL_PROXIMITY_CHARS_H
diff --git a/native/jni/src/basechars.cpp b/native/jni/src/basechars.cpp
new file mode 100644
index 0000000..31f1e18
--- /dev/null
+++ b/native/jni/src/basechars.cpp
@@ -0,0 +1,194 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#include "char_utils.h"
+
+namespace latinime {
+
+/**
+ * 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.
+ */
+const unsigned short BASE_CHARS[BASE_CHARS_SIZE] = {
+ 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,
+};
+
+// generated with:
+// cat UnicodeData.txt | perl -e 'while (<>) { @foo = split(/;/); $foo[5] =~ s/<.*> //; $base[hex($foo[0])] = hex($foo[5]);} for ($i = 0; $i < 0x500; $i += 8) { for ($j = $i; $j < $i + 8; $j++) { printf("0x%04x, ", $base[$j] ? $base[$j] : $j)}; print "\n"; }'
+
+} // namespace latinime
diff --git a/native/jni/src/bigram_dictionary.cpp b/native/jni/src/bigram_dictionary.cpp
new file mode 100644
index 0000000..f7a3d3e
--- /dev/null
+++ b/native/jni/src/bigram_dictionary.cpp
@@ -0,0 +1,165 @@
+/*
+**
+** Copyright 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.
+*/
+
+#include <string.h>
+
+#define LOG_TAG "LatinIME: bigram_dictionary.cpp"
+
+#include "bigram_dictionary.h"
+#include "dictionary.h"
+#include "binary_format.h"
+
+namespace latinime {
+
+BigramDictionary::BigramDictionary(const unsigned char *dict, int maxWordLength,
+ const bool isLatestDictVersion, const bool hasBigram,
+ Dictionary *parentDictionary)
+ : DICT(dict), MAX_WORD_LENGTH(maxWordLength),
+ IS_LATEST_DICT_VERSION(isLatestDictVersion),
+ HAS_BIGRAM(hasBigram), mParentDictionary(parentDictionary) {
+ if (DEBUG_DICT) {
+ AKLOGI("BigramDictionary - constructor");
+ AKLOGI("Has Bigram : %d", hasBigram);
+ }
+}
+
+BigramDictionary::~BigramDictionary() {
+}
+
+bool BigramDictionary::addWordBigram(unsigned short *word, int length, int frequency) {
+ word[length] = 0;
+ if (DEBUG_DICT) {
+#ifdef FLAG_DBG
+ char s[length + 1];
+ for (int i = 0; i <= length; i++) s[i] = word[i];
+ AKLOGI("Bigram: Found word = %s, freq = %d :", s, frequency);
+#endif
+ }
+
+ // Find the right insertion point
+ int insertAt = 0;
+ while (insertAt < mMaxBigrams) {
+ if (frequency > mBigramFreq[insertAt] || (mBigramFreq[insertAt] == frequency
+ && length < Dictionary::wideStrLen(mBigramChars + insertAt * MAX_WORD_LENGTH))) {
+ break;
+ }
+ insertAt++;
+ }
+ if (DEBUG_DICT) {
+ AKLOGI("Bigram: InsertAt -> %d maxBigrams: %d", insertAt, mMaxBigrams);
+ }
+ if (insertAt < mMaxBigrams) {
+ memmove((char*) mBigramFreq + (insertAt + 1) * sizeof(mBigramFreq[0]),
+ (char*) mBigramFreq + insertAt * sizeof(mBigramFreq[0]),
+ (mMaxBigrams - insertAt - 1) * sizeof(mBigramFreq[0]));
+ mBigramFreq[insertAt] = frequency;
+ memmove((char*) mBigramChars + (insertAt + 1) * MAX_WORD_LENGTH * sizeof(short),
+ (char*) mBigramChars + (insertAt ) * MAX_WORD_LENGTH * sizeof(short),
+ (mMaxBigrams - insertAt - 1) * sizeof(short) * MAX_WORD_LENGTH);
+ unsigned short *dest = mBigramChars + (insertAt ) * MAX_WORD_LENGTH;
+ while (length--) {
+ *dest++ = *word++;
+ }
+ *dest = 0; // NULL terminate
+ if (DEBUG_DICT) {
+ AKLOGI("Bigram: Added word at %d", insertAt);
+ }
+ return true;
+ }
+ return false;
+}
+
+/* Parameters :
+ * prevWord: the word before, the one for which we need to look up bigrams.
+ * prevWordLength: its length.
+ * codes: what user typed, in the same format as for UnigramDictionary::getSuggestions.
+ * codesSize: the size of the codes array.
+ * bigramChars: an array for output, at the same format as outwords for getSuggestions.
+ * bigramFreq: an array to output frequencies.
+ * maxWordLength: the maximum size of a word.
+ * maxBigrams: the maximum number of bigrams fitting in the bigramChars array.
+ * This method returns the number of bigrams this word has, for backward compatibility.
+ * Note: this is not the number of bigrams output in the array, which is the number of
+ * bigrams this word has WHOSE first letter also matches the letter the user typed.
+ * TODO: this may not be a sensible thing to do. It makes sense when the bigrams are
+ * used to match the first letter of the second word, but once the user has typed more
+ * and the bigrams are used to boost unigram result scores, it makes little sense to
+ * reduce their scope to the ones that match the first letter.
+ */
+int BigramDictionary::getBigrams(unsigned short *prevWord, int prevWordLength, int *codes,
+ int codesSize, unsigned short *bigramChars, int *bigramFreq, int maxWordLength,
+ int maxBigrams) {
+ // TODO: remove unused arguments, and refrain from storing stuff in members of this class
+ // TODO: have "in" arguments before "out" ones, and make out args explicit in the name
+ mBigramFreq = bigramFreq;
+ mBigramChars = bigramChars;
+ mInputCodes = codes;
+ mMaxBigrams = maxBigrams;
+
+ const uint8_t* const root = DICT;
+ int pos = BinaryFormat::getTerminalPosition(root, prevWord, prevWordLength);
+
+ if (NOT_VALID_WORD == pos) return 0;
+ const int flags = BinaryFormat::getFlagsAndForwardPointer(root, &pos);
+ if (0 == (flags & UnigramDictionary::FLAG_HAS_BIGRAMS)) return 0;
+ if (0 == (flags & UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS)) {
+ BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ } else {
+ pos = BinaryFormat::skipOtherCharacters(root, pos);
+ }
+ pos = BinaryFormat::skipChildrenPosition(flags, pos);
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ int bigramFlags;
+ int bigramCount = 0;
+ do {
+ bigramFlags = BinaryFormat::getFlagsAndForwardPointer(root, &pos);
+ uint16_t bigramBuffer[MAX_WORD_LENGTH];
+ const int bigramPos = BinaryFormat::getAttributeAddressAndForwardPointer(root, bigramFlags,
+ &pos);
+ const int length = BinaryFormat::getWordAtAddress(root, bigramPos, MAX_WORD_LENGTH,
+ bigramBuffer);
+
+ // codesSize == 0 means we are trying to find bigram predictions.
+ if (codesSize < 1 || checkFirstCharacter(bigramBuffer)) {
+ const int frequency = UnigramDictionary::MASK_ATTRIBUTE_FREQUENCY & bigramFlags;
+ if (addWordBigram(bigramBuffer, length, frequency)) {
+ ++bigramCount;
+ }
+ }
+ } while (0 != (UnigramDictionary::FLAG_ATTRIBUTE_HAS_NEXT & bigramFlags));
+ return bigramCount;
+}
+
+bool BigramDictionary::checkFirstCharacter(unsigned short *word) {
+ // Checks whether this word starts with same character or neighboring characters of
+ // what user typed.
+
+ int *inputCodes = mInputCodes;
+ int maxAlt = MAX_ALTERNATIVES;
+ const unsigned short firstBaseChar = toBaseLowerCase(*word);
+ while (maxAlt > 0) {
+ if (toBaseLowerCase(*inputCodes) == firstBaseChar) {
+ return true;
+ }
+ inputCodes++;
+ maxAlt--;
+ }
+ return false;
+}
+
+// TODO: Move functions related to bigram to here
+} // namespace latinime
diff --git a/native/jni/src/bigram_dictionary.h b/native/jni/src/bigram_dictionary.h
new file mode 100644
index 0000000..8132fbc
--- /dev/null
+++ b/native/jni/src/bigram_dictionary.h
@@ -0,0 +1,56 @@
+/*
+ * 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.
+ */
+
+#ifndef LATINIME_BIGRAM_DICTIONARY_H
+#define LATINIME_BIGRAM_DICTIONARY_H
+
+namespace latinime {
+
+class Dictionary;
+class BigramDictionary {
+ public:
+ BigramDictionary(const unsigned char *dict, int maxWordLength,
+ const bool isLatestDictVersion, const bool hasBigram, Dictionary *parentDictionary);
+ int getBigrams(unsigned short *word, int length, int *codes, int codesSize,
+ unsigned short *outWords, int *frequencies, int maxWordLength, int maxBigrams);
+ ~BigramDictionary();
+ private:
+ bool addWordBigram(unsigned short *word, int length, int frequency);
+ int getBigramAddress(int *pos, bool advance);
+ int getBigramFreq(int *pos);
+ void searchForTerminalNode(int addressLookingFor, int frequency);
+ bool getFirstBitOfByte(int *pos) { return (DICT[*pos] & 0x80) > 0; }
+ bool getSecondBitOfByte(int *pos) { return (DICT[*pos] & 0x40) > 0; }
+ bool checkFirstCharacter(unsigned short *word);
+
+ const unsigned char *DICT;
+ const int MAX_WORD_LENGTH;
+ // TODO: Re-implement proximity correction for bigram correction
+ static const int MAX_ALTERNATIVES = 1;
+ const bool IS_LATEST_DICT_VERSION;
+ const bool HAS_BIGRAM;
+
+ Dictionary *mParentDictionary;
+ int *mBigramFreq;
+ int mMaxBigrams;
+ unsigned short *mBigramChars;
+ int *mInputCodes;
+ int mInputLength;
+};
+
+} // namespace latinime
+
+#endif // LATINIME_BIGRAM_DICTIONARY_H
diff --git a/native/jni/src/binary_format.h b/native/jni/src/binary_format.h
new file mode 100644
index 0000000..ab033ad
--- /dev/null
+++ b/native/jni/src/binary_format.h
@@ -0,0 +1,481 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_BINARY_FORMAT_H
+#define LATINIME_BINARY_FORMAT_H
+
+#include <limits>
+#include "unigram_dictionary.h"
+
+namespace latinime {
+
+class BinaryFormat {
+ private:
+ const static int32_t MINIMAL_ONE_BYTE_CHARACTER_VALUE = 0x20;
+ const static int32_t CHARACTER_ARRAY_TERMINATOR = 0x1F;
+ const static int MULTIPLE_BYTE_CHARACTER_ADDITIONAL_SIZE = 2;
+
+ public:
+ const static int UNKNOWN_FORMAT = -1;
+ // Originally, format version 1 had a 16-bit magic number, then the version number `01'
+ // then options that must be 0. Hence the first 32-bits of the format are always as follow
+ // and it's okay to consider them a magic number as a whole.
+ const static uint32_t FORMAT_VERSION_1_MAGIC_NUMBER = 0x78B10100;
+ const static unsigned int FORMAT_VERSION_1_HEADER_SIZE = 5;
+ // The versions of Latin IME that only handle format version 1 only test for the magic
+ // number, so we had to change it so that version 2 files would be rejected by older
+ // implementations. On this occasion, we made the magic number 32 bits long.
+ const static uint32_t FORMAT_VERSION_2_MAGIC_NUMBER = 0x9BC13AFE;
+
+ static int detectFormat(const uint8_t* const dict);
+ static unsigned int getHeaderSize(const uint8_t* const dict);
+ static int getGroupCountAndForwardPointer(const uint8_t* const dict, int* pos);
+ static uint8_t getFlagsAndForwardPointer(const uint8_t* const dict, int* pos);
+ static int32_t getCharCodeAndForwardPointer(const uint8_t* const dict, int* pos);
+ static int readFrequencyWithoutMovingPointer(const uint8_t* const dict, const int pos);
+ static int skipOtherCharacters(const uint8_t* const dict, const int pos);
+ static int skipAttributes(const uint8_t* const dict, const int pos);
+ static int skipChildrenPosition(const uint8_t flags, const int pos);
+ static int skipFrequency(const uint8_t flags, const int pos);
+ static int skipAllAttributes(const uint8_t* const dict, const uint8_t flags, const int pos);
+ static int skipChildrenPosAndAttributes(const uint8_t* const dict, const uint8_t flags,
+ const int pos);
+ static int readChildrenPosition(const uint8_t* const dict, const uint8_t flags, const int pos);
+ static bool hasChildrenInFlags(const uint8_t flags);
+ static int getAttributeAddressAndForwardPointer(const uint8_t* const dict, const uint8_t flags,
+ int *pos);
+ static int getTerminalPosition(const uint8_t* const root, const uint16_t* const inWord,
+ const int length);
+ static int getWordAtAddress(const uint8_t* const root, const int address, const int maxDepth,
+ uint16_t* outWord);
+};
+
+inline int BinaryFormat::detectFormat(const uint8_t* const dict) {
+ // The magic number is stored big-endian.
+ const uint32_t magicNumber = (dict[0] << 24) + (dict[1] << 16) + (dict[2] << 8) + dict[3];
+ switch (magicNumber) {
+ case FORMAT_VERSION_1_MAGIC_NUMBER:
+ // Format 1 header is exactly 5 bytes long and looks like:
+ // Magic number (2 bytes) 0x78 0xB1
+ // Version number (1 byte) 0x01
+ // Options (2 bytes) must be 0x00 0x00
+ return 1;
+ case FORMAT_VERSION_2_MAGIC_NUMBER:
+ // Format 2 header is as follows:
+ // Magic number (4 bytes) 0x9B 0xC1 0x3A 0xFE
+ // Version number (2 bytes) 0x00 0x02
+ // Options (2 bytes) must be 0x00 0x00
+ // Header size (4 bytes) : integer, big endian
+ return (dict[4] << 8) + dict[5];
+ default:
+ return UNKNOWN_FORMAT;
+ }
+}
+
+inline unsigned int BinaryFormat::getHeaderSize(const uint8_t* const dict) {
+ switch (detectFormat(dict)) {
+ case 1:
+ return FORMAT_VERSION_1_HEADER_SIZE;
+ case 2:
+ // See the format of the header in the comment in detectFormat() above
+ return (dict[8] << 24) + (dict[9] << 16) + (dict[10] << 8) + dict[11];
+ default:
+ return std::numeric_limits<unsigned int>::max();
+ }
+}
+
+inline int BinaryFormat::getGroupCountAndForwardPointer(const uint8_t* const dict, int* pos) {
+ const int msb = dict[(*pos)++];
+ if (msb < 0x80) return msb;
+ return ((msb & 0x7F) << 8) | dict[(*pos)++];
+}
+
+inline uint8_t BinaryFormat::getFlagsAndForwardPointer(const uint8_t* const dict, int* pos) {
+ return dict[(*pos)++];
+}
+
+inline int32_t BinaryFormat::getCharCodeAndForwardPointer(const uint8_t* const dict, int* pos) {
+ const int origin = *pos;
+ const int32_t character = dict[origin];
+ if (character < MINIMAL_ONE_BYTE_CHARACTER_VALUE) {
+ if (character == CHARACTER_ARRAY_TERMINATOR) {
+ *pos = origin + 1;
+ return NOT_A_CHARACTER;
+ } else {
+ *pos = origin + 3;
+ const int32_t char_1 = character << 16;
+ const int32_t char_2 = char_1 + (dict[origin + 1] << 8);
+ return char_2 + dict[origin + 2];
+ }
+ } else {
+ *pos = origin + 1;
+ return character;
+ }
+}
+
+inline int BinaryFormat::readFrequencyWithoutMovingPointer(const uint8_t* const dict,
+ const int pos) {
+ return dict[pos];
+}
+
+inline int BinaryFormat::skipOtherCharacters(const uint8_t* const dict, const int pos) {
+ int currentPos = pos;
+ int32_t character = dict[currentPos++];
+ while (CHARACTER_ARRAY_TERMINATOR != character) {
+ if (character < MINIMAL_ONE_BYTE_CHARACTER_VALUE) {
+ currentPos += MULTIPLE_BYTE_CHARACTER_ADDITIONAL_SIZE;
+ }
+ character = dict[currentPos++];
+ }
+ return currentPos;
+}
+
+static inline int attributeAddressSize(const uint8_t flags) {
+ static const int ATTRIBUTE_ADDRESS_SHIFT = 4;
+ return (flags & UnigramDictionary::MASK_ATTRIBUTE_ADDRESS_TYPE) >> ATTRIBUTE_ADDRESS_SHIFT;
+ /* Note: this is a value-dependant optimization of what may probably be
+ more readably written this way:
+ switch (flags * UnigramDictionary::MASK_ATTRIBUTE_ADDRESS_TYPE) {
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_ONEBYTE: return 1;
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_TWOBYTES: return 2;
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_THREEBYTE: return 3;
+ default: return 0;
+ }
+ */
+}
+
+inline int BinaryFormat::skipAttributes(const uint8_t* const dict, const int pos) {
+ int currentPos = pos;
+ uint8_t flags = getFlagsAndForwardPointer(dict, ¤tPos);
+ while (flags & UnigramDictionary::FLAG_ATTRIBUTE_HAS_NEXT) {
+ currentPos += attributeAddressSize(flags);
+ flags = getFlagsAndForwardPointer(dict, ¤tPos);
+ }
+ currentPos += attributeAddressSize(flags);
+ return currentPos;
+}
+
+static inline int childrenAddressSize(const uint8_t flags) {
+ static const int CHILDREN_ADDRESS_SHIFT = 6;
+ return (UnigramDictionary::MASK_GROUP_ADDRESS_TYPE & flags) >> CHILDREN_ADDRESS_SHIFT;
+ /* See the note in attributeAddressSize. The same applies here */
+}
+
+inline int BinaryFormat::skipChildrenPosition(const uint8_t flags, const int pos) {
+ return pos + childrenAddressSize(flags);
+}
+
+inline int BinaryFormat::skipFrequency(const uint8_t flags, const int pos) {
+ return UnigramDictionary::FLAG_IS_TERMINAL & flags ? pos + 1 : pos;
+}
+
+inline int BinaryFormat::skipAllAttributes(const uint8_t* const dict, const uint8_t flags,
+ const int pos) {
+ // This function skips all attributes: shortcuts and bigrams.
+ int newPos = pos;
+ if (UnigramDictionary::FLAG_HAS_SHORTCUT_TARGETS & flags) {
+ newPos = skipAttributes(dict, newPos);
+ }
+ if (UnigramDictionary::FLAG_HAS_BIGRAMS & flags) {
+ newPos = skipAttributes(dict, newPos);
+ }
+ return newPos;
+}
+
+inline int BinaryFormat::skipChildrenPosAndAttributes(const uint8_t* const dict,
+ const uint8_t flags, const int pos) {
+ int currentPos = pos;
+ currentPos = skipChildrenPosition(flags, currentPos);
+ currentPos = skipAllAttributes(dict, flags, currentPos);
+ return currentPos;
+}
+
+inline int BinaryFormat::readChildrenPosition(const uint8_t* const dict, const uint8_t flags,
+ const int pos) {
+ int offset = 0;
+ switch (UnigramDictionary::MASK_GROUP_ADDRESS_TYPE & flags) {
+ case UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_ONEBYTE:
+ offset = dict[pos];
+ break;
+ case UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_TWOBYTES:
+ offset = dict[pos] << 8;
+ offset += dict[pos + 1];
+ break;
+ case UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_THREEBYTES:
+ offset = dict[pos] << 16;
+ offset += dict[pos + 1] << 8;
+ offset += dict[pos + 2];
+ break;
+ default:
+ // If we come here, it means we asked for the children of a word with
+ // no children.
+ return -1;
+ }
+ return pos + offset;
+}
+
+inline bool BinaryFormat::hasChildrenInFlags(const uint8_t flags) {
+ return (UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_NOADDRESS
+ != (UnigramDictionary::MASK_GROUP_ADDRESS_TYPE & flags));
+}
+
+inline int BinaryFormat::getAttributeAddressAndForwardPointer(const uint8_t* const dict,
+ const uint8_t flags, int *pos) {
+ int offset = 0;
+ const int origin = *pos;
+ switch (UnigramDictionary::MASK_ATTRIBUTE_ADDRESS_TYPE & flags) {
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_ONEBYTE:
+ offset = dict[origin];
+ *pos = origin + 1;
+ break;
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_TWOBYTES:
+ offset = dict[origin] << 8;
+ offset += dict[origin + 1];
+ *pos = origin + 2;
+ break;
+ case UnigramDictionary::FLAG_ATTRIBUTE_ADDRESS_TYPE_THREEBYTES:
+ offset = dict[origin] << 16;
+ offset += dict[origin + 1] << 8;
+ offset += dict[origin + 2];
+ *pos = origin + 3;
+ break;
+ }
+ if (UnigramDictionary::FLAG_ATTRIBUTE_OFFSET_NEGATIVE & flags) {
+ return origin - offset;
+ } else {
+ return origin + offset;
+ }
+}
+
+// This function gets the byte position of the last chargroup of the exact matching word in the
+// dictionary. If no match is found, it returns NOT_VALID_WORD.
+inline int BinaryFormat::getTerminalPosition(const uint8_t* const root,
+ const uint16_t* const inWord, const int length) {
+ int pos = 0;
+ int wordPos = 0;
+
+ while (true) {
+ // If we already traversed the tree further than the word is long, there means
+ // there was no match (or we would have found it).
+ if (wordPos > length) return NOT_VALID_WORD;
+ int charGroupCount = BinaryFormat::getGroupCountAndForwardPointer(root, &pos);
+ const uint16_t wChar = inWord[wordPos];
+ while (true) {
+ // If there are no more character groups in this node, it means we could not
+ // find a matching character for this depth, therefore there is no match.
+ if (0 >= charGroupCount) return NOT_VALID_WORD;
+ const int charGroupPos = pos;
+ const uint8_t flags = BinaryFormat::getFlagsAndForwardPointer(root, &pos);
+ int32_t character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ if (character == wChar) {
+ // This is the correct node. Only one character group may start with the same
+ // char within a node, so either we found our match in this node, or there is
+ // no match and we can return NOT_VALID_WORD. So we will check all the characters
+ // in this character group indeed does match.
+ if (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & flags) {
+ character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ while (NOT_A_CHARACTER != character) {
+ ++wordPos;
+ // If we shoot the length of the word we search for, or if we find a single
+ // character that does not match, as explained above, it means the word is
+ // not in the dictionary (by virtue of this chargroup being the only one to
+ // match the word on the first character, but not matching the whole word).
+ if (wordPos > length) return NOT_VALID_WORD;
+ if (inWord[wordPos] != character) return NOT_VALID_WORD;
+ character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ }
+ }
+ // If we come here we know that so far, we do match. Either we are on a terminal
+ // and we match the length, in which case we found it, or we traverse children.
+ // If we don't match the length AND don't have children, then a word in the
+ // dictionary fully matches a prefix of the searched word but not the full word.
+ ++wordPos;
+ if (UnigramDictionary::FLAG_IS_TERMINAL & flags) {
+ if (wordPos == length) {
+ return charGroupPos;
+ }
+ pos = BinaryFormat::skipFrequency(UnigramDictionary::FLAG_IS_TERMINAL, pos);
+ }
+ if (UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_NOADDRESS
+ == (UnigramDictionary::MASK_GROUP_ADDRESS_TYPE & flags)) {
+ return NOT_VALID_WORD;
+ }
+ // We have children and we are still shorter than the word we are searching for, so
+ // we need to traverse children. Put the pointer on the children position, and
+ // break
+ pos = BinaryFormat::readChildrenPosition(root, flags, pos);
+ break;
+ } else {
+ // This chargroup does not match, so skip the remaining part and go to the next.
+ if (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & flags) {
+ pos = BinaryFormat::skipOtherCharacters(root, pos);
+ }
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ pos = BinaryFormat::skipChildrenPosAndAttributes(root, flags, pos);
+ }
+ --charGroupCount;
+ }
+ }
+}
+
+// This function searches for a terminal in the dictionary by its address.
+// Due to the fact that words are ordered in the dictionary in a strict breadth-first order,
+// it is possible to check for this with advantageous complexity. For each node, we search
+// for groups with children and compare the children address with the address we look for.
+// When we shoot the address we look for, it means the word we look for is in the children
+// of the previous group. The only tricky part is the fact that if we arrive at the end of a
+// node with the last group's children address still less than what we are searching for, we
+// must descend the last group's children (for example, if the word we are searching for starts
+// with a z, it's the last group of the root node, so all children addresses will be smaller
+// than the address we look for, and we have to descend the z node).
+/* Parameters :
+ * root: the dictionary buffer
+ * address: the byte position of the last chargroup of the word we are searching for (this is
+ * what is stored as the "bigram address" in each bigram)
+ * outword: an array to write the found word, with MAX_WORD_LENGTH size.
+ * Return value : the length of the word, of 0 if the word was not found.
+ */
+inline int BinaryFormat::getWordAtAddress(const uint8_t* const root, const int address,
+ const int maxDepth, uint16_t* outWord) {
+ int pos = 0;
+ int wordPos = 0;
+
+ // One iteration of the outer loop iterates through nodes. As stated above, we will only
+ // traverse nodes that are actually a part of the terminal we are searching, so each time
+ // we enter this loop we are one depth level further than last time.
+ // The only reason we count nodes is because we want to reduce the probability of infinite
+ // looping in case there is a bug. Since we know there is an upper bound to the depth we are
+ // supposed to traverse, it does not hurt to count iterations.
+ for (int loopCount = maxDepth; loopCount > 0; --loopCount) {
+ int lastCandidateGroupPos = 0;
+ // Let's loop through char groups in this node searching for either the terminal
+ // or one of its ascendants.
+ for (int charGroupCount = getGroupCountAndForwardPointer(root, &pos); charGroupCount > 0;
+ --charGroupCount) {
+ const int startPos = pos;
+ const uint8_t flags = getFlagsAndForwardPointer(root, &pos);
+ const int32_t character = getCharCodeAndForwardPointer(root, &pos);
+ if (address == startPos) {
+ // We found the address. Copy the rest of the word in the buffer and return
+ // the length.
+ outWord[wordPos] = character;
+ if (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & flags) {
+ int32_t nextChar = getCharCodeAndForwardPointer(root, &pos);
+ // We count chars in order to avoid infinite loops if the file is broken or
+ // if there is some other bug
+ int charCount = maxDepth;
+ while (-1 != nextChar && --charCount > 0) {
+ outWord[++wordPos] = nextChar;
+ nextChar = getCharCodeAndForwardPointer(root, &pos);
+ }
+ }
+ return ++wordPos;
+ }
+ // We need to skip past this char group, so skip any remaining chars after the
+ // first and possibly the frequency.
+ if (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & flags) {
+ pos = skipOtherCharacters(root, pos);
+ }
+ pos = skipFrequency(flags, pos);
+
+ // The fact that this group has children is very important. Since we already know
+ // that this group does not match, if it has no children we know it is irrelevant
+ // to what we are searching for.
+ const bool hasChildren = (UnigramDictionary::FLAG_GROUP_ADDRESS_TYPE_NOADDRESS !=
+ (UnigramDictionary::MASK_GROUP_ADDRESS_TYPE & flags));
+ // We will write in `found' whether we have passed the children address we are
+ // searching for. For example if we search for "beer", the children of b are less
+ // than the address we are searching for and the children of c are greater. When we
+ // come here for c, we realize this is too big, and that we should descend b.
+ bool found;
+ if (hasChildren) {
+ // Here comes the tricky part. First, read the children position.
+ const int childrenPos = readChildrenPosition(root, flags, pos);
+ if (childrenPos > address) {
+ // If the children pos is greater than address, it means the previous chargroup,
+ // which address is stored in lastCandidateGroupPos, was the right one.
+ found = true;
+ } else if (1 >= charGroupCount) {
+ // However if we are on the LAST group of this node, and we have NOT shot the
+ // address we should descend THIS node. So we trick the lastCandidateGroupPos
+ // so that we will descend this node, not the previous one.
+ lastCandidateGroupPos = startPos;
+ found = true;
+ } else {
+ // Else, we should continue looking.
+ found = false;
+ }
+ } else {
+ // Even if we don't have children here, we could still be on the last group of this
+ // node. If this is the case, we should descend the last group that had children,
+ // and their address is already in lastCandidateGroup.
+ found = (1 >= charGroupCount);
+ }
+
+ if (found) {
+ // Okay, we found the group we should descend. Its address is in
+ // the lastCandidateGroupPos variable, so we just re-read it.
+ if (0 != lastCandidateGroupPos) {
+ const uint8_t lastFlags =
+ getFlagsAndForwardPointer(root, &lastCandidateGroupPos);
+ const int32_t lastChar =
+ getCharCodeAndForwardPointer(root, &lastCandidateGroupPos);
+ // We copy all the characters in this group to the buffer
+ outWord[wordPos] = lastChar;
+ if (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & lastFlags) {
+ int32_t nextChar =
+ getCharCodeAndForwardPointer(root, &lastCandidateGroupPos);
+ int charCount = maxDepth;
+ while (-1 != nextChar && --charCount > 0) {
+ outWord[++wordPos] = nextChar;
+ nextChar = getCharCodeAndForwardPointer(root, &lastCandidateGroupPos);
+ }
+ }
+ ++wordPos;
+ // Now we only need to branch to the children address. Skip the frequency if
+ // it's there, read pos, and break to resume the search at pos.
+ lastCandidateGroupPos = skipFrequency(lastFlags, lastCandidateGroupPos);
+ pos = readChildrenPosition(root, lastFlags, lastCandidateGroupPos);
+ break;
+ } else {
+ // Here is a little tricky part: we come here if we found out that all children
+ // addresses in this group are bigger than the address we are searching for.
+ // Should we conclude the word is not in the dictionary? No! It could still be
+ // one of the remaining chargroups in this node, so we have to keep looking in
+ // this node until we find it (or we realize it's not there either, in which
+ // case it's actually not in the dictionary). Pass the end of this group, ready
+ // to start the next one.
+ pos = skipChildrenPosAndAttributes(root, flags, pos);
+ }
+ } else {
+ // If we did not find it, we should record the last children address for the next
+ // iteration.
+ if (hasChildren) lastCandidateGroupPos = startPos;
+ // Now skip the end of this group (children pos and the attributes if any) so that
+ // our pos is after the end of this char group, at the start of the next one.
+ pos = skipChildrenPosAndAttributes(root, flags, pos);
+ }
+
+ }
+ }
+ // If we have looked through all the chargroups and found no match, the address is
+ // not the address of a terminal in this dictionary.
+ return 0;
+}
+
+} // namespace latinime
+
+#endif // LATINIME_BINARY_FORMAT_H
diff --git a/native/jni/src/char_utils.cpp b/native/jni/src/char_utils.cpp
new file mode 100644
index 0000000..a31a063
--- /dev/null
+++ b/native/jni/src/char_utils.cpp
@@ -0,0 +1,899 @@
+/*
+ * 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.
+ */
+
+#include <stdlib.h>
+
+namespace latinime {
+
+struct LatinCapitalSmallPair {
+ unsigned short capital;
+ unsigned short small;
+};
+
+// Generated from http://unicode.org/Public/UNIDATA/UnicodeData.txt
+//
+// 1. Run the following code. Bascially taken from
+// Dictionary::toLowerCase(unsigned short c) in dictionary.cpp.
+// Then, get the list of chars where cc != ccc.
+//
+// unsigned short c, cc, ccc, ccc2;
+// for (c = 0; c < 0xFFFF ; c++) {
+// if (c < sizeof(BASE_CHARS) / sizeof(BASE_CHARS[0])) {
+// cc = BASE_CHARS[c];
+// } else {
+// cc = c;
+// }
+//
+// // tolower
+// int isBase = 0;
+// if (cc >='A' && cc <= 'Z') {
+// ccc = (cc | 0x20);
+// ccc2 = ccc;
+// isBase = 1;
+// } else if (cc > 0x7F) {
+// ccc = u_tolower(cc);
+// ccc2 = latin_tolower(cc);
+// } else {
+// ccc = cc;
+// ccc2 = ccc;
+// }
+// if (!isBase && cc != ccc) {
+// wprintf(L" 0x%04X => 0x%04X => 0x%04X %lc => %lc => %lc \n",
+// c, cc, ccc, c, cc, ccc);
+// //assert(ccc == ccc2);
+// }
+// }
+//
+// Initially, started with an empty latin_tolower() as below.
+//
+// unsigned short latin_tolower(unsigned short c) {
+// return c;
+// }
+//
+//
+// 2. Process the list obtained by 1 by the following perl script and apply
+// 'sort -u' as well. Get the SORTED_CHAR_MAP[].
+// Note that '$1' in the perl script is 'cc' in the above C code.
+//
+// while(<>) {
+// / 0x\w* => 0x(\w*) =/;
+// open(HDL, "grep -iw ^" . $1 . " UnicodeData.txt | ");
+// $line = <HDL>;
+// chomp $line;
+// @cols = split(/;/, $line);
+// print " { 0x$1, 0x$cols[13] }, // $cols[1]\n";
+// }
+//
+//
+// 3. Update the latin_tolower() function above with SORTED_CHAR_MAP. Enable
+// the assert(ccc == ccc2) above and confirm the function exits successfully.
+//
+static const struct LatinCapitalSmallPair SORTED_CHAR_MAP[] = {
+ { 0x00C4, 0x00E4 }, // LATIN CAPITAL LETTER A WITH DIAERESIS
+ { 0x00C5, 0x00E5 }, // LATIN CAPITAL LETTER A WITH RING ABOVE
+ { 0x00C6, 0x00E6 }, // LATIN CAPITAL LETTER AE
+ { 0x00D0, 0x00F0 }, // LATIN CAPITAL LETTER ETH
+ { 0x00D5, 0x00F5 }, // LATIN CAPITAL LETTER O WITH TILDE
+ { 0x00D6, 0x00F6 }, // LATIN CAPITAL LETTER O WITH DIAERESIS
+ { 0x00D8, 0x00F8 }, // LATIN CAPITAL LETTER O WITH STROKE
+ { 0x00DC, 0x00FC }, // LATIN CAPITAL LETTER U WITH DIAERESIS
+ { 0x00DE, 0x00FE }, // LATIN CAPITAL LETTER THORN
+ { 0x0110, 0x0111 }, // LATIN CAPITAL LETTER D WITH STROKE
+ { 0x0126, 0x0127 }, // LATIN CAPITAL LETTER H WITH STROKE
+ { 0x0141, 0x0142 }, // LATIN CAPITAL LETTER L WITH STROKE
+ { 0x014A, 0x014B }, // LATIN CAPITAL LETTER ENG
+ { 0x0152, 0x0153 }, // LATIN CAPITAL LIGATURE OE
+ { 0x0166, 0x0167 }, // LATIN CAPITAL LETTER T WITH STROKE
+ { 0x0181, 0x0253 }, // LATIN CAPITAL LETTER B WITH HOOK
+ { 0x0182, 0x0183 }, // LATIN CAPITAL LETTER B WITH TOPBAR
+ { 0x0184, 0x0185 }, // LATIN CAPITAL LETTER TONE SIX
+ { 0x0186, 0x0254 }, // LATIN CAPITAL LETTER OPEN O
+ { 0x0187, 0x0188 }, // LATIN CAPITAL LETTER C WITH HOOK
+ { 0x0189, 0x0256 }, // LATIN CAPITAL LETTER AFRICAN D
+ { 0x018A, 0x0257 }, // LATIN CAPITAL LETTER D WITH HOOK
+ { 0x018B, 0x018C }, // LATIN CAPITAL LETTER D WITH TOPBAR
+ { 0x018E, 0x01DD }, // LATIN CAPITAL LETTER REVERSED E
+ { 0x018F, 0x0259 }, // LATIN CAPITAL LETTER SCHWA
+ { 0x0190, 0x025B }, // LATIN CAPITAL LETTER OPEN E
+ { 0x0191, 0x0192 }, // LATIN CAPITAL LETTER F WITH HOOK
+ { 0x0193, 0x0260 }, // LATIN CAPITAL LETTER G WITH HOOK
+ { 0x0194, 0x0263 }, // LATIN CAPITAL LETTER GAMMA
+ { 0x0196, 0x0269 }, // LATIN CAPITAL LETTER IOTA
+ { 0x0197, 0x0268 }, // LATIN CAPITAL LETTER I WITH STROKE
+ { 0x0198, 0x0199 }, // LATIN CAPITAL LETTER K WITH HOOK
+ { 0x019C, 0x026F }, // LATIN CAPITAL LETTER TURNED M
+ { 0x019D, 0x0272 }, // LATIN CAPITAL LETTER N WITH LEFT HOOK
+ { 0x019F, 0x0275 }, // LATIN CAPITAL LETTER O WITH MIDDLE TILDE
+ { 0x01A2, 0x01A3 }, // LATIN CAPITAL LETTER OI
+ { 0x01A4, 0x01A5 }, // LATIN CAPITAL LETTER P WITH HOOK
+ { 0x01A6, 0x0280 }, // LATIN LETTER YR
+ { 0x01A7, 0x01A8 }, // LATIN CAPITAL LETTER TONE TWO
+ { 0x01A9, 0x0283 }, // LATIN CAPITAL LETTER ESH
+ { 0x01AC, 0x01AD }, // LATIN CAPITAL LETTER T WITH HOOK
+ { 0x01AE, 0x0288 }, // LATIN CAPITAL LETTER T WITH RETROFLEX HOOK
+ { 0x01B1, 0x028A }, // LATIN CAPITAL LETTER UPSILON
+ { 0x01B2, 0x028B }, // LATIN CAPITAL LETTER V WITH HOOK
+ { 0x01B3, 0x01B4 }, // LATIN CAPITAL LETTER Y WITH HOOK
+ { 0x01B5, 0x01B6 }, // LATIN CAPITAL LETTER Z WITH STROKE
+ { 0x01B7, 0x0292 }, // LATIN CAPITAL LETTER EZH
+ { 0x01B8, 0x01B9 }, // LATIN CAPITAL LETTER EZH REVERSED
+ { 0x01BC, 0x01BD }, // LATIN CAPITAL LETTER TONE FIVE
+ { 0x01E4, 0x01E5 }, // LATIN CAPITAL LETTER G WITH STROKE
+ { 0x01EA, 0x01EB }, // LATIN CAPITAL LETTER O WITH OGONEK
+ { 0x01F6, 0x0195 }, // LATIN CAPITAL LETTER HWAIR
+ { 0x01F7, 0x01BF }, // LATIN CAPITAL LETTER WYNN
+ { 0x021C, 0x021D }, // LATIN CAPITAL LETTER YOGH
+ { 0x0220, 0x019E }, // LATIN CAPITAL LETTER N WITH LONG RIGHT LEG
+ { 0x0222, 0x0223 }, // LATIN CAPITAL LETTER OU
+ { 0x0224, 0x0225 }, // LATIN CAPITAL LETTER Z WITH HOOK
+ { 0x0226, 0x0227 }, // LATIN CAPITAL LETTER A WITH DOT ABOVE
+ { 0x022E, 0x022F }, // LATIN CAPITAL LETTER O WITH DOT ABOVE
+ { 0x023A, 0x2C65 }, // LATIN CAPITAL LETTER A WITH STROKE
+ { 0x023B, 0x023C }, // LATIN CAPITAL LETTER C WITH STROKE
+ { 0x023D, 0x019A }, // LATIN CAPITAL LETTER L WITH BAR
+ { 0x023E, 0x2C66 }, // LATIN CAPITAL LETTER T WITH DIAGONAL STROKE
+ { 0x0241, 0x0242 }, // LATIN CAPITAL LETTER GLOTTAL STOP
+ { 0x0243, 0x0180 }, // LATIN CAPITAL LETTER B WITH STROKE
+ { 0x0244, 0x0289 }, // LATIN CAPITAL LETTER U BAR
+ { 0x0245, 0x028C }, // LATIN CAPITAL LETTER TURNED V
+ { 0x0246, 0x0247 }, // LATIN CAPITAL LETTER E WITH STROKE
+ { 0x0248, 0x0249 }, // LATIN CAPITAL LETTER J WITH STROKE
+ { 0x024A, 0x024B }, // LATIN CAPITAL LETTER SMALL Q WITH HOOK TAIL
+ { 0x024C, 0x024D }, // LATIN CAPITAL LETTER R WITH STROKE
+ { 0x024E, 0x024F }, // LATIN CAPITAL LETTER Y WITH STROKE
+ { 0x0370, 0x0371 }, // GREEK CAPITAL LETTER HETA
+ { 0x0372, 0x0373 }, // GREEK CAPITAL LETTER ARCHAIC SAMPI
+ { 0x0376, 0x0377 }, // GREEK CAPITAL LETTER PAMPHYLIAN DIGAMMA
+ { 0x0391, 0x03B1 }, // GREEK CAPITAL LETTER ALPHA
+ { 0x0392, 0x03B2 }, // GREEK CAPITAL LETTER BETA
+ { 0x0393, 0x03B3 }, // GREEK CAPITAL LETTER GAMMA
+ { 0x0394, 0x03B4 }, // GREEK CAPITAL LETTER DELTA
+ { 0x0395, 0x03B5 }, // GREEK CAPITAL LETTER EPSILON
+ { 0x0396, 0x03B6 }, // GREEK CAPITAL LETTER ZETA
+ { 0x0397, 0x03B7 }, // GREEK CAPITAL LETTER ETA
+ { 0x0398, 0x03B8 }, // GREEK CAPITAL LETTER THETA
+ { 0x0399, 0x03B9 }, // GREEK CAPITAL LETTER IOTA
+ { 0x039A, 0x03BA }, // GREEK CAPITAL LETTER KAPPA
+ { 0x039B, 0x03BB }, // GREEK CAPITAL LETTER LAMDA
+ { 0x039C, 0x03BC }, // GREEK CAPITAL LETTER MU
+ { 0x039D, 0x03BD }, // GREEK CAPITAL LETTER NU
+ { 0x039E, 0x03BE }, // GREEK CAPITAL LETTER XI
+ { 0x039F, 0x03BF }, // GREEK CAPITAL LETTER OMICRON
+ { 0x03A0, 0x03C0 }, // GREEK CAPITAL LETTER PI
+ { 0x03A1, 0x03C1 }, // GREEK CAPITAL LETTER RHO
+ { 0x03A3, 0x03C3 }, // GREEK CAPITAL LETTER SIGMA
+ { 0x03A4, 0x03C4 }, // GREEK CAPITAL LETTER TAU
+ { 0x03A5, 0x03C5 }, // GREEK CAPITAL LETTER UPSILON
+ { 0x03A6, 0x03C6 }, // GREEK CAPITAL LETTER PHI
+ { 0x03A7, 0x03C7 }, // GREEK CAPITAL LETTER CHI
+ { 0x03A8, 0x03C8 }, // GREEK CAPITAL LETTER PSI
+ { 0x03A9, 0x03C9 }, // GREEK CAPITAL LETTER OMEGA
+ { 0x03CF, 0x03D7 }, // GREEK CAPITAL KAI SYMBOL
+ { 0x03D8, 0x03D9 }, // GREEK LETTER ARCHAIC KOPPA
+ { 0x03DA, 0x03DB }, // GREEK LETTER STIGMA
+ { 0x03DC, 0x03DD }, // GREEK LETTER DIGAMMA
+ { 0x03DE, 0x03DF }, // GREEK LETTER KOPPA
+ { 0x03E0, 0x03E1 }, // GREEK LETTER SAMPI
+ { 0x03E2, 0x03E3 }, // COPTIC CAPITAL LETTER SHEI
+ { 0x03E4, 0x03E5 }, // COPTIC CAPITAL LETTER FEI
+ { 0x03E6, 0x03E7 }, // COPTIC CAPITAL LETTER KHEI
+ { 0x03E8, 0x03E9 }, // COPTIC CAPITAL LETTER HORI
+ { 0x03EA, 0x03EB }, // COPTIC CAPITAL LETTER GANGIA
+ { 0x03EC, 0x03ED }, // COPTIC CAPITAL LETTER SHIMA
+ { 0x03EE, 0x03EF }, // COPTIC CAPITAL LETTER DEI
+ { 0x03F7, 0x03F8 }, // GREEK CAPITAL LETTER SHO
+ { 0x03FA, 0x03FB }, // GREEK CAPITAL LETTER SAN
+ { 0x03FD, 0x037B }, // GREEK CAPITAL REVERSED LUNATE SIGMA SYMBOL
+ { 0x03FE, 0x037C }, // GREEK CAPITAL DOTTED LUNATE SIGMA SYMBOL
+ { 0x03FF, 0x037D }, // GREEK CAPITAL REVERSED DOTTED LUNATE SIGMA SYMBOL
+ { 0x0402, 0x0452 }, // CYRILLIC CAPITAL LETTER DJE
+ { 0x0404, 0x0454 }, // CYRILLIC CAPITAL LETTER UKRAINIAN IE
+ { 0x0405, 0x0455 }, // CYRILLIC CAPITAL LETTER DZE
+ { 0x0406, 0x0456 }, // CYRILLIC CAPITAL LETTER BYELORUSSIAN-UKRAINIAN I
+ { 0x0408, 0x0458 }, // CYRILLIC CAPITAL LETTER JE
+ { 0x0409, 0x0459 }, // CYRILLIC CAPITAL LETTER LJE
+ { 0x040A, 0x045A }, // CYRILLIC CAPITAL LETTER NJE
+ { 0x040B, 0x045B }, // CYRILLIC CAPITAL LETTER TSHE
+ { 0x040F, 0x045F }, // CYRILLIC CAPITAL LETTER DZHE
+ { 0x0410, 0x0430 }, // CYRILLIC CAPITAL LETTER A
+ { 0x0411, 0x0431 }, // CYRILLIC CAPITAL LETTER BE
+ { 0x0412, 0x0432 }, // CYRILLIC CAPITAL LETTER VE
+ { 0x0413, 0x0433 }, // CYRILLIC CAPITAL LETTER GHE
+ { 0x0414, 0x0434 }, // CYRILLIC CAPITAL LETTER DE
+ { 0x0415, 0x0435 }, // CYRILLIC CAPITAL LETTER IE
+ { 0x0416, 0x0436 }, // CYRILLIC CAPITAL LETTER ZHE
+ { 0x0417, 0x0437 }, // CYRILLIC CAPITAL LETTER ZE
+ { 0x0418, 0x0438 }, // CYRILLIC CAPITAL LETTER I
+ { 0x041A, 0x043A }, // CYRILLIC CAPITAL LETTER KA
+ { 0x041B, 0x043B }, // CYRILLIC CAPITAL LETTER EL
+ { 0x041C, 0x043C }, // CYRILLIC CAPITAL LETTER EM
+ { 0x041D, 0x043D }, // CYRILLIC CAPITAL LETTER EN
+ { 0x041E, 0x043E }, // CYRILLIC CAPITAL LETTER O
+ { 0x041F, 0x043F }, // CYRILLIC CAPITAL LETTER PE
+ { 0x0420, 0x0440 }, // CYRILLIC CAPITAL LETTER ER
+ { 0x0421, 0x0441 }, // CYRILLIC CAPITAL LETTER ES
+ { 0x0422, 0x0442 }, // CYRILLIC CAPITAL LETTER TE
+ { 0x0423, 0x0443 }, // CYRILLIC CAPITAL LETTER U
+ { 0x0424, 0x0444 }, // CYRILLIC CAPITAL LETTER EF
+ { 0x0425, 0x0445 }, // CYRILLIC CAPITAL LETTER HA
+ { 0x0426, 0x0446 }, // CYRILLIC CAPITAL LETTER TSE
+ { 0x0427, 0x0447 }, // CYRILLIC CAPITAL LETTER CHE
+ { 0x0428, 0x0448 }, // CYRILLIC CAPITAL LETTER SHA
+ { 0x0429, 0x0449 }, // CYRILLIC CAPITAL LETTER SHCHA
+ { 0x042A, 0x044A }, // CYRILLIC CAPITAL LETTER HARD SIGN
+ { 0x042B, 0x044B }, // CYRILLIC CAPITAL LETTER YERU
+ { 0x042C, 0x044C }, // CYRILLIC CAPITAL LETTER SOFT SIGN
+ { 0x042D, 0x044D }, // CYRILLIC CAPITAL LETTER E
+ { 0x042E, 0x044E }, // CYRILLIC CAPITAL LETTER YU
+ { 0x042F, 0x044F }, // CYRILLIC CAPITAL LETTER YA
+ { 0x0460, 0x0461 }, // CYRILLIC CAPITAL LETTER OMEGA
+ { 0x0462, 0x0463 }, // CYRILLIC CAPITAL LETTER YAT
+ { 0x0464, 0x0465 }, // CYRILLIC CAPITAL LETTER IOTIFIED E
+ { 0x0466, 0x0467 }, // CYRILLIC CAPITAL LETTER LITTLE YUS
+ { 0x0468, 0x0469 }, // CYRILLIC CAPITAL LETTER IOTIFIED LITTLE YUS
+ { 0x046A, 0x046B }, // CYRILLIC CAPITAL LETTER BIG YUS
+ { 0x046C, 0x046D }, // CYRILLIC CAPITAL LETTER IOTIFIED BIG YUS
+ { 0x046E, 0x046F }, // CYRILLIC CAPITAL LETTER KSI
+ { 0x0470, 0x0471 }, // CYRILLIC CAPITAL LETTER PSI
+ { 0x0472, 0x0473 }, // CYRILLIC CAPITAL LETTER FITA
+ { 0x0474, 0x0475 }, // CYRILLIC CAPITAL LETTER IZHITSA
+ { 0x0478, 0x0479 }, // CYRILLIC CAPITAL LETTER UK
+ { 0x047A, 0x047B }, // CYRILLIC CAPITAL LETTER ROUND OMEGA
+ { 0x047C, 0x047D }, // CYRILLIC CAPITAL LETTER OMEGA WITH TITLO
+ { 0x047E, 0x047F }, // CYRILLIC CAPITAL LETTER OT
+ { 0x0480, 0x0481 }, // CYRILLIC CAPITAL LETTER KOPPA
+ { 0x048A, 0x048B }, // CYRILLIC CAPITAL LETTER SHORT I WITH TAIL
+ { 0x048C, 0x048D }, // CYRILLIC CAPITAL LETTER SEMISOFT SIGN
+ { 0x048E, 0x048F }, // CYRILLIC CAPITAL LETTER ER WITH TICK
+ { 0x0490, 0x0491 }, // CYRILLIC CAPITAL LETTER GHE WITH UPTURN
+ { 0x0492, 0x0493 }, // CYRILLIC CAPITAL LETTER GHE WITH STROKE
+ { 0x0494, 0x0495 }, // CYRILLIC CAPITAL LETTER GHE WITH MIDDLE HOOK
+ { 0x0496, 0x0497 }, // CYRILLIC CAPITAL LETTER ZHE WITH DESCENDER
+ { 0x0498, 0x0499 }, // CYRILLIC CAPITAL LETTER ZE WITH DESCENDER
+ { 0x049A, 0x049B }, // CYRILLIC CAPITAL LETTER KA WITH DESCENDER
+ { 0x049C, 0x049D }, // CYRILLIC CAPITAL LETTER KA WITH VERTICAL STROKE
+ { 0x049E, 0x049F }, // CYRILLIC CAPITAL LETTER KA WITH STROKE
+ { 0x04A0, 0x04A1 }, // CYRILLIC CAPITAL LETTER BASHKIR KA
+ { 0x04A2, 0x04A3 }, // CYRILLIC CAPITAL LETTER EN WITH DESCENDER
+ { 0x04A4, 0x04A5 }, // CYRILLIC CAPITAL LIGATURE EN GHE
+ { 0x04A6, 0x04A7 }, // CYRILLIC CAPITAL LETTER PE WITH MIDDLE HOOK
+ { 0x04A8, 0x04A9 }, // CYRILLIC CAPITAL LETTER ABKHASIAN HA
+ { 0x04AA, 0x04AB }, // CYRILLIC CAPITAL LETTER ES WITH DESCENDER
+ { 0x04AC, 0x04AD }, // CYRILLIC CAPITAL LETTER TE WITH DESCENDER
+ { 0x04AE, 0x04AF }, // CYRILLIC CAPITAL LETTER STRAIGHT U
+ { 0x04B0, 0x04B1 }, // CYRILLIC CAPITAL LETTER STRAIGHT U WITH STROKE
+ { 0x04B2, 0x04B3 }, // CYRILLIC CAPITAL LETTER HA WITH DESCENDER
+ { 0x04B4, 0x04B5 }, // CYRILLIC CAPITAL LIGATURE TE TSE
+ { 0x04B6, 0x04B7 }, // CYRILLIC CAPITAL LETTER CHE WITH DESCENDER
+ { 0x04B8, 0x04B9 }, // CYRILLIC CAPITAL LETTER CHE WITH VERTICAL STROKE
+ { 0x04BA, 0x04BB }, // CYRILLIC CAPITAL LETTER SHHA
+ { 0x04BC, 0x04BD }, // CYRILLIC CAPITAL LETTER ABKHASIAN CHE
+ { 0x04BE, 0x04BF }, // CYRILLIC CAPITAL LETTER ABKHASIAN CHE WITH DESCENDER
+ { 0x04C0, 0x04CF }, // CYRILLIC LETTER PALOCHKA
+ { 0x04C3, 0x04C4 }, // CYRILLIC CAPITAL LETTER KA WITH HOOK
+ { 0x04C5, 0x04C6 }, // CYRILLIC CAPITAL LETTER EL WITH TAIL
+ { 0x04C7, 0x04C8 }, // CYRILLIC CAPITAL LETTER EN WITH HOOK
+ { 0x04C9, 0x04CA }, // CYRILLIC CAPITAL LETTER EN WITH TAIL
+ { 0x04CB, 0x04CC }, // CYRILLIC CAPITAL LETTER KHAKASSIAN CHE
+ { 0x04CD, 0x04CE }, // CYRILLIC CAPITAL LETTER EM WITH TAIL
+ { 0x04D4, 0x04D5 }, // CYRILLIC CAPITAL LIGATURE A IE
+ { 0x04D8, 0x04D9 }, // CYRILLIC CAPITAL LETTER SCHWA
+ { 0x04E0, 0x04E1 }, // CYRILLIC CAPITAL LETTER ABKHASIAN DZE
+ { 0x04E8, 0x04E9 }, // CYRILLIC CAPITAL LETTER BARRED O
+ { 0x04F6, 0x04F7 }, // CYRILLIC CAPITAL LETTER GHE WITH DESCENDER
+ { 0x04FA, 0x04FB }, // CYRILLIC CAPITAL LETTER GHE WITH STROKE AND HOOK
+ { 0x04FC, 0x04FD }, // CYRILLIC CAPITAL LETTER HA WITH HOOK
+ { 0x04FE, 0x04FF }, // CYRILLIC CAPITAL LETTER HA WITH STROKE
+ { 0x0500, 0x0501 }, // CYRILLIC CAPITAL LETTER KOMI DE
+ { 0x0502, 0x0503 }, // CYRILLIC CAPITAL LETTER KOMI DJE
+ { 0x0504, 0x0505 }, // CYRILLIC CAPITAL LETTER KOMI ZJE
+ { 0x0506, 0x0507 }, // CYRILLIC CAPITAL LETTER KOMI DZJE
+ { 0x0508, 0x0509 }, // CYRILLIC CAPITAL LETTER KOMI LJE
+ { 0x050A, 0x050B }, // CYRILLIC CAPITAL LETTER KOMI NJE
+ { 0x050C, 0x050D }, // CYRILLIC CAPITAL LETTER KOMI SJE
+ { 0x050E, 0x050F }, // CYRILLIC CAPITAL LETTER KOMI TJE
+ { 0x0510, 0x0511 }, // CYRILLIC CAPITAL LETTER REVERSED ZE
+ { 0x0512, 0x0513 }, // CYRILLIC CAPITAL LETTER EL WITH HOOK
+ { 0x0514, 0x0515 }, // CYRILLIC CAPITAL LETTER LHA
+ { 0x0516, 0x0517 }, // CYRILLIC CAPITAL LETTER RHA
+ { 0x0518, 0x0519 }, // CYRILLIC CAPITAL LETTER YAE
+ { 0x051A, 0x051B }, // CYRILLIC CAPITAL LETTER QA
+ { 0x051C, 0x051D }, // CYRILLIC CAPITAL LETTER WE
+ { 0x051E, 0x051F }, // CYRILLIC CAPITAL LETTER ALEUT KA
+ { 0x0520, 0x0521 }, // CYRILLIC CAPITAL LETTER EL WITH MIDDLE HOOK
+ { 0x0522, 0x0523 }, // CYRILLIC CAPITAL LETTER EN WITH MIDDLE HOOK
+ { 0x0524, 0x0525 }, // CYRILLIC CAPITAL LETTER PE WITH DESCENDER
+ { 0x0531, 0x0561 }, // ARMENIAN CAPITAL LETTER AYB
+ { 0x0532, 0x0562 }, // ARMENIAN CAPITAL LETTER BEN
+ { 0x0533, 0x0563 }, // ARMENIAN CAPITAL LETTER GIM
+ { 0x0534, 0x0564 }, // ARMENIAN CAPITAL LETTER DA
+ { 0x0535, 0x0565 }, // ARMENIAN CAPITAL LETTER ECH
+ { 0x0536, 0x0566 }, // ARMENIAN CAPITAL LETTER ZA
+ { 0x0537, 0x0567 }, // ARMENIAN CAPITAL LETTER EH
+ { 0x0538, 0x0568 }, // ARMENIAN CAPITAL LETTER ET
+ { 0x0539, 0x0569 }, // ARMENIAN CAPITAL LETTER TO
+ { 0x053A, 0x056A }, // ARMENIAN CAPITAL LETTER ZHE
+ { 0x053B, 0x056B }, // ARMENIAN CAPITAL LETTER INI
+ { 0x053C, 0x056C }, // ARMENIAN CAPITAL LETTER LIWN
+ { 0x053D, 0x056D }, // ARMENIAN CAPITAL LETTER XEH
+ { 0x053E, 0x056E }, // ARMENIAN CAPITAL LETTER CA
+ { 0x053F, 0x056F }, // ARMENIAN CAPITAL LETTER KEN
+ { 0x0540, 0x0570 }, // ARMENIAN CAPITAL LETTER HO
+ { 0x0541, 0x0571 }, // ARMENIAN CAPITAL LETTER JA
+ { 0x0542, 0x0572 }, // ARMENIAN CAPITAL LETTER GHAD
+ { 0x0543, 0x0573 }, // ARMENIAN CAPITAL LETTER CHEH
+ { 0x0544, 0x0574 }, // ARMENIAN CAPITAL LETTER MEN
+ { 0x0545, 0x0575 }, // ARMENIAN CAPITAL LETTER YI
+ { 0x0546, 0x0576 }, // ARMENIAN CAPITAL LETTER NOW
+ { 0x0547, 0x0577 }, // ARMENIAN CAPITAL LETTER SHA
+ { 0x0548, 0x0578 }, // ARMENIAN CAPITAL LETTER VO
+ { 0x0549, 0x0579 }, // ARMENIAN CAPITAL LETTER CHA
+ { 0x054A, 0x057A }, // ARMENIAN CAPITAL LETTER PEH
+ { 0x054B, 0x057B }, // ARMENIAN CAPITAL LETTER JHEH
+ { 0x054C, 0x057C }, // ARMENIAN CAPITAL LETTER RA
+ { 0x054D, 0x057D }, // ARMENIAN CAPITAL LETTER SEH
+ { 0x054E, 0x057E }, // ARMENIAN CAPITAL LETTER VEW
+ { 0x054F, 0x057F }, // ARMENIAN CAPITAL LETTER TIWN
+ { 0x0550, 0x0580 }, // ARMENIAN CAPITAL LETTER REH
+ { 0x0551, 0x0581 }, // ARMENIAN CAPITAL LETTER CO
+ { 0x0552, 0x0582 }, // ARMENIAN CAPITAL LETTER YIWN
+ { 0x0553, 0x0583 }, // ARMENIAN CAPITAL LETTER PIWR
+ { 0x0554, 0x0584 }, // ARMENIAN CAPITAL LETTER KEH
+ { 0x0555, 0x0585 }, // ARMENIAN CAPITAL LETTER OH
+ { 0x0556, 0x0586 }, // ARMENIAN CAPITAL LETTER FEH
+ { 0x10A0, 0x2D00 }, // GEORGIAN CAPITAL LETTER AN
+ { 0x10A1, 0x2D01 }, // GEORGIAN CAPITAL LETTER BAN
+ { 0x10A2, 0x2D02 }, // GEORGIAN CAPITAL LETTER GAN
+ { 0x10A3, 0x2D03 }, // GEORGIAN CAPITAL LETTER DON
+ { 0x10A4, 0x2D04 }, // GEORGIAN CAPITAL LETTER EN
+ { 0x10A5, 0x2D05 }, // GEORGIAN CAPITAL LETTER VIN
+ { 0x10A6, 0x2D06 }, // GEORGIAN CAPITAL LETTER ZEN
+ { 0x10A7, 0x2D07 }, // GEORGIAN CAPITAL LETTER TAN
+ { 0x10A8, 0x2D08 }, // GEORGIAN CAPITAL LETTER IN
+ { 0x10A9, 0x2D09 }, // GEORGIAN CAPITAL LETTER KAN
+ { 0x10AA, 0x2D0A }, // GEORGIAN CAPITAL LETTER LAS
+ { 0x10AB, 0x2D0B }, // GEORGIAN CAPITAL LETTER MAN
+ { 0x10AC, 0x2D0C }, // GEORGIAN CAPITAL LETTER NAR
+ { 0x10AD, 0x2D0D }, // GEORGIAN CAPITAL LETTER ON
+ { 0x10AE, 0x2D0E }, // GEORGIAN CAPITAL LETTER PAR
+ { 0x10AF, 0x2D0F }, // GEORGIAN CAPITAL LETTER ZHAR
+ { 0x10B0, 0x2D10 }, // GEORGIAN CAPITAL LETTER RAE
+ { 0x10B1, 0x2D11 }, // GEORGIAN CAPITAL LETTER SAN
+ { 0x10B2, 0x2D12 }, // GEORGIAN CAPITAL LETTER TAR
+ { 0x10B3, 0x2D13 }, // GEORGIAN CAPITAL LETTER UN
+ { 0x10B4, 0x2D14 }, // GEORGIAN CAPITAL LETTER PHAR
+ { 0x10B5, 0x2D15 }, // GEORGIAN CAPITAL LETTER KHAR
+ { 0x10B6, 0x2D16 }, // GEORGIAN CAPITAL LETTER GHAN
+ { 0x10B7, 0x2D17 }, // GEORGIAN CAPITAL LETTER QAR
+ { 0x10B8, 0x2D18 }, // GEORGIAN CAPITAL LETTER SHIN
+ { 0x10B9, 0x2D19 }, // GEORGIAN CAPITAL LETTER CHIN
+ { 0x10BA, 0x2D1A }, // GEORGIAN CAPITAL LETTER CAN
+ { 0x10BB, 0x2D1B }, // GEORGIAN CAPITAL LETTER JIL
+ { 0x10BC, 0x2D1C }, // GEORGIAN CAPITAL LETTER CIL
+ { 0x10BD, 0x2D1D }, // GEORGIAN CAPITAL LETTER CHAR
+ { 0x10BE, 0x2D1E }, // GEORGIAN CAPITAL LETTER XAN
+ { 0x10BF, 0x2D1F }, // GEORGIAN CAPITAL LETTER JHAN
+ { 0x10C0, 0x2D20 }, // GEORGIAN CAPITAL LETTER HAE
+ { 0x10C1, 0x2D21 }, // GEORGIAN CAPITAL LETTER HE
+ { 0x10C2, 0x2D22 }, // GEORGIAN CAPITAL LETTER HIE
+ { 0x10C3, 0x2D23 }, // GEORGIAN CAPITAL LETTER WE
+ { 0x10C4, 0x2D24 }, // GEORGIAN CAPITAL LETTER HAR
+ { 0x10C5, 0x2D25 }, // GEORGIAN CAPITAL LETTER HOE
+ { 0x1E00, 0x1E01 }, // LATIN CAPITAL LETTER A WITH RING BELOW
+ { 0x1E02, 0x1E03 }, // LATIN CAPITAL LETTER B WITH DOT ABOVE
+ { 0x1E04, 0x1E05 }, // LATIN CAPITAL LETTER B WITH DOT BELOW
+ { 0x1E06, 0x1E07 }, // LATIN CAPITAL LETTER B WITH LINE BELOW
+ { 0x1E08, 0x1E09 }, // LATIN CAPITAL LETTER C WITH CEDILLA AND ACUTE
+ { 0x1E0A, 0x1E0B }, // LATIN CAPITAL LETTER D WITH DOT ABOVE
+ { 0x1E0C, 0x1E0D }, // LATIN CAPITAL LETTER D WITH DOT BELOW
+ { 0x1E0E, 0x1E0F }, // LATIN CAPITAL LETTER D WITH LINE BELOW
+ { 0x1E10, 0x1E11 }, // LATIN CAPITAL LETTER D WITH CEDILLA
+ { 0x1E12, 0x1E13 }, // LATIN CAPITAL LETTER D WITH CIRCUMFLEX BELOW
+ { 0x1E14, 0x1E15 }, // LATIN CAPITAL LETTER E WITH MACRON AND GRAVE
+ { 0x1E16, 0x1E17 }, // LATIN CAPITAL LETTER E WITH MACRON AND ACUTE
+ { 0x1E18, 0x1E19 }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX BELOW
+ { 0x1E1A, 0x1E1B }, // LATIN CAPITAL LETTER E WITH TILDE BELOW
+ { 0x1E1C, 0x1E1D }, // LATIN CAPITAL LETTER E WITH CEDILLA AND BREVE
+ { 0x1E1E, 0x1E1F }, // LATIN CAPITAL LETTER F WITH DOT ABOVE
+ { 0x1E20, 0x1E21 }, // LATIN CAPITAL LETTER G WITH MACRON
+ { 0x1E22, 0x1E23 }, // LATIN CAPITAL LETTER H WITH DOT ABOVE
+ { 0x1E24, 0x1E25 }, // LATIN CAPITAL LETTER H WITH DOT BELOW
+ { 0x1E26, 0x1E27 }, // LATIN CAPITAL LETTER H WITH DIAERESIS
+ { 0x1E28, 0x1E29 }, // LATIN CAPITAL LETTER H WITH CEDILLA
+ { 0x1E2A, 0x1E2B }, // LATIN CAPITAL LETTER H WITH BREVE BELOW
+ { 0x1E2C, 0x1E2D }, // LATIN CAPITAL LETTER I WITH TILDE BELOW
+ { 0x1E2E, 0x1E2F }, // LATIN CAPITAL LETTER I WITH DIAERESIS AND ACUTE
+ { 0x1E30, 0x1E31 }, // LATIN CAPITAL LETTER K WITH ACUTE
+ { 0x1E32, 0x1E33 }, // LATIN CAPITAL LETTER K WITH DOT BELOW
+ { 0x1E34, 0x1E35 }, // LATIN CAPITAL LETTER K WITH LINE BELOW
+ { 0x1E36, 0x1E37 }, // LATIN CAPITAL LETTER L WITH DOT BELOW
+ { 0x1E38, 0x1E39 }, // LATIN CAPITAL LETTER L WITH DOT BELOW AND MACRON
+ { 0x1E3A, 0x1E3B }, // LATIN CAPITAL LETTER L WITH LINE BELOW
+ { 0x1E3C, 0x1E3D }, // LATIN CAPITAL LETTER L WITH CIRCUMFLEX BELOW
+ { 0x1E3E, 0x1E3F }, // LATIN CAPITAL LETTER M WITH ACUTE
+ { 0x1E40, 0x1E41 }, // LATIN CAPITAL LETTER M WITH DOT ABOVE
+ { 0x1E42, 0x1E43 }, // LATIN CAPITAL LETTER M WITH DOT BELOW
+ { 0x1E44, 0x1E45 }, // LATIN CAPITAL LETTER N WITH DOT ABOVE
+ { 0x1E46, 0x1E47 }, // LATIN CAPITAL LETTER N WITH DOT BELOW
+ { 0x1E48, 0x1E49 }, // LATIN CAPITAL LETTER N WITH LINE BELOW
+ { 0x1E4A, 0x1E4B }, // LATIN CAPITAL LETTER N WITH CIRCUMFLEX BELOW
+ { 0x1E4C, 0x1E4D }, // LATIN CAPITAL LETTER O WITH TILDE AND ACUTE
+ { 0x1E4E, 0x1E4F }, // LATIN CAPITAL LETTER O WITH TILDE AND DIAERESIS
+ { 0x1E50, 0x1E51 }, // LATIN CAPITAL LETTER O WITH MACRON AND GRAVE
+ { 0x1E52, 0x1E53 }, // LATIN CAPITAL LETTER O WITH MACRON AND ACUTE
+ { 0x1E54, 0x1E55 }, // LATIN CAPITAL LETTER P WITH ACUTE
+ { 0x1E56, 0x1E57 }, // LATIN CAPITAL LETTER P WITH DOT ABOVE
+ { 0x1E58, 0x1E59 }, // LATIN CAPITAL LETTER R WITH DOT ABOVE
+ { 0x1E5A, 0x1E5B }, // LATIN CAPITAL LETTER R WITH DOT BELOW
+ { 0x1E5C, 0x1E5D }, // LATIN CAPITAL LETTER R WITH DOT BELOW AND MACRON
+ { 0x1E5E, 0x1E5F }, // LATIN CAPITAL LETTER R WITH LINE BELOW
+ { 0x1E60, 0x1E61 }, // LATIN CAPITAL LETTER S WITH DOT ABOVE
+ { 0x1E62, 0x1E63 }, // LATIN CAPITAL LETTER S WITH DOT BELOW
+ { 0x1E64, 0x1E65 }, // LATIN CAPITAL LETTER S WITH ACUTE AND DOT ABOVE
+ { 0x1E66, 0x1E67 }, // LATIN CAPITAL LETTER S WITH CARON AND DOT ABOVE
+ { 0x1E68, 0x1E69 }, // LATIN CAPITAL LETTER S WITH DOT BELOW AND DOT ABOVE
+ { 0x1E6A, 0x1E6B }, // LATIN CAPITAL LETTER T WITH DOT ABOVE
+ { 0x1E6C, 0x1E6D }, // LATIN CAPITAL LETTER T WITH DOT BELOW
+ { 0x1E6E, 0x1E6F }, // LATIN CAPITAL LETTER T WITH LINE BELOW
+ { 0x1E70, 0x1E71 }, // LATIN CAPITAL LETTER T WITH CIRCUMFLEX BELOW
+ { 0x1E72, 0x1E73 }, // LATIN CAPITAL LETTER U WITH DIAERESIS BELOW
+ { 0x1E74, 0x1E75 }, // LATIN CAPITAL LETTER U WITH TILDE BELOW
+ { 0x1E76, 0x1E77 }, // LATIN CAPITAL LETTER U WITH CIRCUMFLEX BELOW
+ { 0x1E78, 0x1E79 }, // LATIN CAPITAL LETTER U WITH TILDE AND ACUTE
+ { 0x1E7A, 0x1E7B }, // LATIN CAPITAL LETTER U WITH MACRON AND DIAERESIS
+ { 0x1E7C, 0x1E7D }, // LATIN CAPITAL LETTER V WITH TILDE
+ { 0x1E7E, 0x1E7F }, // LATIN CAPITAL LETTER V WITH DOT BELOW
+ { 0x1E80, 0x1E81 }, // LATIN CAPITAL LETTER W WITH GRAVE
+ { 0x1E82, 0x1E83 }, // LATIN CAPITAL LETTER W WITH ACUTE
+ { 0x1E84, 0x1E85 }, // LATIN CAPITAL LETTER W WITH DIAERESIS
+ { 0x1E86, 0x1E87 }, // LATIN CAPITAL LETTER W WITH DOT ABOVE
+ { 0x1E88, 0x1E89 }, // LATIN CAPITAL LETTER W WITH DOT BELOW
+ { 0x1E8A, 0x1E8B }, // LATIN CAPITAL LETTER X WITH DOT ABOVE
+ { 0x1E8C, 0x1E8D }, // LATIN CAPITAL LETTER X WITH DIAERESIS
+ { 0x1E8E, 0x1E8F }, // LATIN CAPITAL LETTER Y WITH DOT ABOVE
+ { 0x1E90, 0x1E91 }, // LATIN CAPITAL LETTER Z WITH CIRCUMFLEX
+ { 0x1E92, 0x1E93 }, // LATIN CAPITAL LETTER Z WITH DOT BELOW
+ { 0x1E94, 0x1E95 }, // LATIN CAPITAL LETTER Z WITH LINE BELOW
+ { 0x1E9E, 0x00DF }, // LATIN CAPITAL LETTER SHARP S
+ { 0x1EA0, 0x1EA1 }, // LATIN CAPITAL LETTER A WITH DOT BELOW
+ { 0x1EA2, 0x1EA3 }, // LATIN CAPITAL LETTER A WITH HOOK ABOVE
+ { 0x1EA4, 0x1EA5 }, // LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND ACUTE
+ { 0x1EA6, 0x1EA7 }, // LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND GRAVE
+ { 0x1EA8, 0x1EA9 }, // LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND HOOK ABOVE
+ { 0x1EAA, 0x1EAB }, // LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND TILDE
+ { 0x1EAC, 0x1EAD }, // LATIN CAPITAL LETTER A WITH CIRCUMFLEX AND DOT BELOW
+ { 0x1EAE, 0x1EAF }, // LATIN CAPITAL LETTER A WITH BREVE AND ACUTE
+ { 0x1EB0, 0x1EB1 }, // LATIN CAPITAL LETTER A WITH BREVE AND GRAVE
+ { 0x1EB2, 0x1EB3 }, // LATIN CAPITAL LETTER A WITH BREVE AND HOOK ABOVE
+ { 0x1EB4, 0x1EB5 }, // LATIN CAPITAL LETTER A WITH BREVE AND TILDE
+ { 0x1EB6, 0x1EB7 }, // LATIN CAPITAL LETTER A WITH BREVE AND DOT BELOW
+ { 0x1EB8, 0x1EB9 }, // LATIN CAPITAL LETTER E WITH DOT BELOW
+ { 0x1EBA, 0x1EBB }, // LATIN CAPITAL LETTER E WITH HOOK ABOVE
+ { 0x1EBC, 0x1EBD }, // LATIN CAPITAL LETTER E WITH TILDE
+ { 0x1EBE, 0x1EBF }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND ACUTE
+ { 0x1EC0, 0x1EC1 }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND GRAVE
+ { 0x1EC2, 0x1EC3 }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND HOOK ABOVE
+ { 0x1EC4, 0x1EC5 }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND TILDE
+ { 0x1EC6, 0x1EC7 }, // LATIN CAPITAL LETTER E WITH CIRCUMFLEX AND DOT BELOW
+ { 0x1EC8, 0x1EC9 }, // LATIN CAPITAL LETTER I WITH HOOK ABOVE
+ { 0x1ECA, 0x1ECB }, // LATIN CAPITAL LETTER I WITH DOT BELOW
+ { 0x1ECC, 0x1ECD }, // LATIN CAPITAL LETTER O WITH DOT BELOW
+ { 0x1ECE, 0x1ECF }, // LATIN CAPITAL LETTER O WITH HOOK ABOVE
+ { 0x1ED0, 0x1ED1 }, // LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND ACUTE
+ { 0x1ED2, 0x1ED3 }, // LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND GRAVE
+ { 0x1ED4, 0x1ED5 }, // LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND HOOK ABOVE
+ { 0x1ED6, 0x1ED7 }, // LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND TILDE
+ { 0x1ED8, 0x1ED9 }, // LATIN CAPITAL LETTER O WITH CIRCUMFLEX AND DOT BELOW
+ { 0x1EDA, 0x1EDB }, // LATIN CAPITAL LETTER O WITH HORN AND ACUTE
+ { 0x1EDC, 0x1EDD }, // LATIN CAPITAL LETTER O WITH HORN AND GRAVE
+ { 0x1EDE, 0x1EDF }, // LATIN CAPITAL LETTER O WITH HORN AND HOOK ABOVE
+ { 0x1EE0, 0x1EE1 }, // LATIN CAPITAL LETTER O WITH HORN AND TILDE
+ { 0x1EE2, 0x1EE3 }, // LATIN CAPITAL LETTER O WITH HORN AND DOT BELOW
+ { 0x1EE4, 0x1EE5 }, // LATIN CAPITAL LETTER U WITH DOT BELOW
+ { 0x1EE6, 0x1EE7 }, // LATIN CAPITAL LETTER U WITH HOOK ABOVE
+ { 0x1EE8, 0x1EE9 }, // LATIN CAPITAL LETTER U WITH HORN AND ACUTE
+ { 0x1EEA, 0x1EEB }, // LATIN CAPITAL LETTER U WITH HORN AND GRAVE
+ { 0x1EEC, 0x1EED }, // LATIN CAPITAL LETTER U WITH HORN AND HOOK ABOVE
+ { 0x1EEE, 0x1EEF }, // LATIN CAPITAL LETTER U WITH HORN AND TILDE
+ { 0x1EF0, 0x1EF1 }, // LATIN CAPITAL LETTER U WITH HORN AND DOT BELOW
+ { 0x1EF2, 0x1EF3 }, // LATIN CAPITAL LETTER Y WITH GRAVE
+ { 0x1EF4, 0x1EF5 }, // LATIN CAPITAL LETTER Y WITH DOT BELOW
+ { 0x1EF6, 0x1EF7 }, // LATIN CAPITAL LETTER Y WITH HOOK ABOVE
+ { 0x1EF8, 0x1EF9 }, // LATIN CAPITAL LETTER Y WITH TILDE
+ { 0x1EFA, 0x1EFB }, // LATIN CAPITAL LETTER MIDDLE-WELSH LL
+ { 0x1EFC, 0x1EFD }, // LATIN CAPITAL LETTER MIDDLE-WELSH V
+ { 0x1EFE, 0x1EFF }, // LATIN CAPITAL LETTER Y WITH LOOP
+ { 0x1F08, 0x1F00 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI
+ { 0x1F09, 0x1F01 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA
+ { 0x1F0A, 0x1F02 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND VARIA
+ { 0x1F0B, 0x1F03 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND VARIA
+ { 0x1F0C, 0x1F04 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND OXIA
+ { 0x1F0D, 0x1F05 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND OXIA
+ { 0x1F0E, 0x1F06 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND PERISPOMENI
+ { 0x1F0F, 0x1F07 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND PERISPOMENI
+ { 0x1F18, 0x1F10 }, // GREEK CAPITAL LETTER EPSILON WITH PSILI
+ { 0x1F19, 0x1F11 }, // GREEK CAPITAL LETTER EPSILON WITH DASIA
+ { 0x1F1A, 0x1F12 }, // GREEK CAPITAL LETTER EPSILON WITH PSILI AND VARIA
+ { 0x1F1B, 0x1F13 }, // GREEK CAPITAL LETTER EPSILON WITH DASIA AND VARIA
+ { 0x1F1C, 0x1F14 }, // GREEK CAPITAL LETTER EPSILON WITH PSILI AND OXIA
+ { 0x1F1D, 0x1F15 }, // GREEK CAPITAL LETTER EPSILON WITH DASIA AND OXIA
+ { 0x1F28, 0x1F20 }, // GREEK CAPITAL LETTER ETA WITH PSILI
+ { 0x1F29, 0x1F21 }, // GREEK CAPITAL LETTER ETA WITH DASIA
+ { 0x1F2A, 0x1F22 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND VARIA
+ { 0x1F2B, 0x1F23 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND VARIA
+ { 0x1F2C, 0x1F24 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND OXIA
+ { 0x1F2D, 0x1F25 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND OXIA
+ { 0x1F2E, 0x1F26 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND PERISPOMENI
+ { 0x1F2F, 0x1F27 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND PERISPOMENI
+ { 0x1F38, 0x1F30 }, // GREEK CAPITAL LETTER IOTA WITH PSILI
+ { 0x1F39, 0x1F31 }, // GREEK CAPITAL LETTER IOTA WITH DASIA
+ { 0x1F3A, 0x1F32 }, // GREEK CAPITAL LETTER IOTA WITH PSILI AND VARIA
+ { 0x1F3B, 0x1F33 }, // GREEK CAPITAL LETTER IOTA WITH DASIA AND VARIA
+ { 0x1F3C, 0x1F34 }, // GREEK CAPITAL LETTER IOTA WITH PSILI AND OXIA
+ { 0x1F3D, 0x1F35 }, // GREEK CAPITAL LETTER IOTA WITH DASIA AND OXIA
+ { 0x1F3E, 0x1F36 }, // GREEK CAPITAL LETTER IOTA WITH PSILI AND PERISPOMENI
+ { 0x1F3F, 0x1F37 }, // GREEK CAPITAL LETTER IOTA WITH DASIA AND PERISPOMENI
+ { 0x1F48, 0x1F40 }, // GREEK CAPITAL LETTER OMICRON WITH PSILI
+ { 0x1F49, 0x1F41 }, // GREEK CAPITAL LETTER OMICRON WITH DASIA
+ { 0x1F4A, 0x1F42 }, // GREEK CAPITAL LETTER OMICRON WITH PSILI AND VARIA
+ { 0x1F4B, 0x1F43 }, // GREEK CAPITAL LETTER OMICRON WITH DASIA AND VARIA
+ { 0x1F4C, 0x1F44 }, // GREEK CAPITAL LETTER OMICRON WITH PSILI AND OXIA
+ { 0x1F4D, 0x1F45 }, // GREEK CAPITAL LETTER OMICRON WITH DASIA AND OXIA
+ { 0x1F59, 0x1F51 }, // GREEK CAPITAL LETTER UPSILON WITH DASIA
+ { 0x1F5B, 0x1F53 }, // GREEK CAPITAL LETTER UPSILON WITH DASIA AND VARIA
+ { 0x1F5D, 0x1F55 }, // GREEK CAPITAL LETTER UPSILON WITH DASIA AND OXIA
+ { 0x1F5F, 0x1F57 }, // GREEK CAPITAL LETTER UPSILON WITH DASIA AND PERISPOMENI
+ { 0x1F68, 0x1F60 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI
+ { 0x1F69, 0x1F61 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA
+ { 0x1F6A, 0x1F62 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND VARIA
+ { 0x1F6B, 0x1F63 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND VARIA
+ { 0x1F6C, 0x1F64 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND OXIA
+ { 0x1F6D, 0x1F65 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND OXIA
+ { 0x1F6E, 0x1F66 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND PERISPOMENI
+ { 0x1F6F, 0x1F67 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND PERISPOMENI
+ { 0x1F88, 0x1F80 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND PROSGEGRAMMENI
+ { 0x1F89, 0x1F81 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND PROSGEGRAMMENI
+ { 0x1F8A, 0x1F82 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND VARIA AND PROSGEGRAMMENI
+ { 0x1F8B, 0x1F83 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND VARIA AND PROSGEGRAMMENI
+ { 0x1F8C, 0x1F84 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND OXIA AND PROSGEGRAMMENI
+ { 0x1F8D, 0x1F85 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND OXIA AND PROSGEGRAMMENI
+ { 0x1F8E, 0x1F86 }, // GREEK CAPITAL LETTER ALPHA WITH PSILI AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1F8F, 0x1F87 }, // GREEK CAPITAL LETTER ALPHA WITH DASIA AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1F98, 0x1F90 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND PROSGEGRAMMENI
+ { 0x1F99, 0x1F91 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND PROSGEGRAMMENI
+ { 0x1F9A, 0x1F92 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND VARIA AND PROSGEGRAMMENI
+ { 0x1F9B, 0x1F93 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND VARIA AND PROSGEGRAMMENI
+ { 0x1F9C, 0x1F94 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND OXIA AND PROSGEGRAMMENI
+ { 0x1F9D, 0x1F95 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND OXIA AND PROSGEGRAMMENI
+ { 0x1F9E, 0x1F96 }, // GREEK CAPITAL LETTER ETA WITH PSILI AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1F9F, 0x1F97 }, // GREEK CAPITAL LETTER ETA WITH DASIA AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1FA8, 0x1FA0 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND PROSGEGRAMMENI
+ { 0x1FA9, 0x1FA1 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND PROSGEGRAMMENI
+ { 0x1FAA, 0x1FA2 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND VARIA AND PROSGEGRAMMENI
+ { 0x1FAB, 0x1FA3 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND VARIA AND PROSGEGRAMMENI
+ { 0x1FAC, 0x1FA4 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND OXIA AND PROSGEGRAMMENI
+ { 0x1FAD, 0x1FA5 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND OXIA AND PROSGEGRAMMENI
+ { 0x1FAE, 0x1FA6 }, // GREEK CAPITAL LETTER OMEGA WITH PSILI AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1FAF, 0x1FA7 }, // GREEK CAPITAL LETTER OMEGA WITH DASIA AND PERISPOMENI AND PROSGEGRAMMENI
+ { 0x1FB8, 0x1FB0 }, // GREEK CAPITAL LETTER ALPHA WITH VRACHY
+ { 0x1FB9, 0x1FB1 }, // GREEK CAPITAL LETTER ALPHA WITH MACRON
+ { 0x1FBA, 0x1F70 }, // GREEK CAPITAL LETTER ALPHA WITH VARIA
+ { 0x1FBB, 0x1F71 }, // GREEK CAPITAL LETTER ALPHA WITH OXIA
+ { 0x1FBC, 0x1FB3 }, // GREEK CAPITAL LETTER ALPHA WITH PROSGEGRAMMENI
+ { 0x1FC8, 0x1F72 }, // GREEK CAPITAL LETTER EPSILON WITH VARIA
+ { 0x1FC9, 0x1F73 }, // GREEK CAPITAL LETTER EPSILON WITH OXIA
+ { 0x1FCA, 0x1F74 }, // GREEK CAPITAL LETTER ETA WITH VARIA
+ { 0x1FCB, 0x1F75 }, // GREEK CAPITAL LETTER ETA WITH OXIA
+ { 0x1FCC, 0x1FC3 }, // GREEK CAPITAL LETTER ETA WITH PROSGEGRAMMENI
+ { 0x1FD8, 0x1FD0 }, // GREEK CAPITAL LETTER IOTA WITH VRACHY
+ { 0x1FD9, 0x1FD1 }, // GREEK CAPITAL LETTER IOTA WITH MACRON
+ { 0x1FDA, 0x1F76 }, // GREEK CAPITAL LETTER IOTA WITH VARIA
+ { 0x1FDB, 0x1F77 }, // GREEK CAPITAL LETTER IOTA WITH OXIA
+ { 0x1FE8, 0x1FE0 }, // GREEK CAPITAL LETTER UPSILON WITH VRACHY
+ { 0x1FE9, 0x1FE1 }, // GREEK CAPITAL LETTER UPSILON WITH MACRON
+ { 0x1FEA, 0x1F7A }, // GREEK CAPITAL LETTER UPSILON WITH VARIA
+ { 0x1FEB, 0x1F7B }, // GREEK CAPITAL LETTER UPSILON WITH OXIA
+ { 0x1FEC, 0x1FE5 }, // GREEK CAPITAL LETTER RHO WITH DASIA
+ { 0x1FF8, 0x1F78 }, // GREEK CAPITAL LETTER OMICRON WITH VARIA
+ { 0x1FF9, 0x1F79 }, // GREEK CAPITAL LETTER OMICRON WITH OXIA
+ { 0x1FFA, 0x1F7C }, // GREEK CAPITAL LETTER OMEGA WITH VARIA
+ { 0x1FFB, 0x1F7D }, // GREEK CAPITAL LETTER OMEGA WITH OXIA
+ { 0x1FFC, 0x1FF3 }, // GREEK CAPITAL LETTER OMEGA WITH PROSGEGRAMMENI
+ { 0x2126, 0x03C9 }, // OHM SIGN
+ { 0x212A, 0x006B }, // KELVIN SIGN
+ { 0x212B, 0x00E5 }, // ANGSTROM SIGN
+ { 0x2132, 0x214E }, // TURNED CAPITAL F
+ { 0x2160, 0x2170 }, // ROMAN NUMERAL ONE
+ { 0x2161, 0x2171 }, // ROMAN NUMERAL TWO
+ { 0x2162, 0x2172 }, // ROMAN NUMERAL THREE
+ { 0x2163, 0x2173 }, // ROMAN NUMERAL FOUR
+ { 0x2164, 0x2174 }, // ROMAN NUMERAL FIVE
+ { 0x2165, 0x2175 }, // ROMAN NUMERAL SIX
+ { 0x2166, 0x2176 }, // ROMAN NUMERAL SEVEN
+ { 0x2167, 0x2177 }, // ROMAN NUMERAL EIGHT
+ { 0x2168, 0x2178 }, // ROMAN NUMERAL NINE
+ { 0x2169, 0x2179 }, // ROMAN NUMERAL TEN
+ { 0x216A, 0x217A }, // ROMAN NUMERAL ELEVEN
+ { 0x216B, 0x217B }, // ROMAN NUMERAL TWELVE
+ { 0x216C, 0x217C }, // ROMAN NUMERAL FIFTY
+ { 0x216D, 0x217D }, // ROMAN NUMERAL ONE HUNDRED
+ { 0x216E, 0x217E }, // ROMAN NUMERAL FIVE HUNDRED
+ { 0x216F, 0x217F }, // ROMAN NUMERAL ONE THOUSAND
+ { 0x2183, 0x2184 }, // ROMAN NUMERAL REVERSED ONE HUNDRED
+ { 0x24B6, 0x24D0 }, // CIRCLED LATIN CAPITAL LETTER A
+ { 0x24B7, 0x24D1 }, // CIRCLED LATIN CAPITAL LETTER B
+ { 0x24B8, 0x24D2 }, // CIRCLED LATIN CAPITAL LETTER C
+ { 0x24B9, 0x24D3 }, // CIRCLED LATIN CAPITAL LETTER D
+ { 0x24BA, 0x24D4 }, // CIRCLED LATIN CAPITAL LETTER E
+ { 0x24BB, 0x24D5 }, // CIRCLED LATIN CAPITAL LETTER F
+ { 0x24BC, 0x24D6 }, // CIRCLED LATIN CAPITAL LETTER G
+ { 0x24BD, 0x24D7 }, // CIRCLED LATIN CAPITAL LETTER H
+ { 0x24BE, 0x24D8 }, // CIRCLED LATIN CAPITAL LETTER I
+ { 0x24BF, 0x24D9 }, // CIRCLED LATIN CAPITAL LETTER J
+ { 0x24C0, 0x24DA }, // CIRCLED LATIN CAPITAL LETTER K
+ { 0x24C1, 0x24DB }, // CIRCLED LATIN CAPITAL LETTER L
+ { 0x24C2, 0x24DC }, // CIRCLED LATIN CAPITAL LETTER M
+ { 0x24C3, 0x24DD }, // CIRCLED LATIN CAPITAL LETTER N
+ { 0x24C4, 0x24DE }, // CIRCLED LATIN CAPITAL LETTER O
+ { 0x24C5, 0x24DF }, // CIRCLED LATIN CAPITAL LETTER P
+ { 0x24C6, 0x24E0 }, // CIRCLED LATIN CAPITAL LETTER Q
+ { 0x24C7, 0x24E1 }, // CIRCLED LATIN CAPITAL LETTER R
+ { 0x24C8, 0x24E2 }, // CIRCLED LATIN CAPITAL LETTER S
+ { 0x24C9, 0x24E3 }, // CIRCLED LATIN CAPITAL LETTER T
+ { 0x24CA, 0x24E4 }, // CIRCLED LATIN CAPITAL LETTER U
+ { 0x24CB, 0x24E5 }, // CIRCLED LATIN CAPITAL LETTER V
+ { 0x24CC, 0x24E6 }, // CIRCLED LATIN CAPITAL LETTER W
+ { 0x24CD, 0x24E7 }, // CIRCLED LATIN CAPITAL LETTER X
+ { 0x24CE, 0x24E8 }, // CIRCLED LATIN CAPITAL LETTER Y
+ { 0x24CF, 0x24E9 }, // CIRCLED LATIN CAPITAL LETTER Z
+ { 0x2C00, 0x2C30 }, // GLAGOLITIC CAPITAL LETTER AZU
+ { 0x2C01, 0x2C31 }, // GLAGOLITIC CAPITAL LETTER BUKY
+ { 0x2C02, 0x2C32 }, // GLAGOLITIC CAPITAL LETTER VEDE
+ { 0x2C03, 0x2C33 }, // GLAGOLITIC CAPITAL LETTER GLAGOLI
+ { 0x2C04, 0x2C34 }, // GLAGOLITIC CAPITAL LETTER DOBRO
+ { 0x2C05, 0x2C35 }, // GLAGOLITIC CAPITAL LETTER YESTU
+ { 0x2C06, 0x2C36 }, // GLAGOLITIC CAPITAL LETTER ZHIVETE
+ { 0x2C07, 0x2C37 }, // GLAGOLITIC CAPITAL LETTER DZELO
+ { 0x2C08, 0x2C38 }, // GLAGOLITIC CAPITAL LETTER ZEMLJA
+ { 0x2C09, 0x2C39 }, // GLAGOLITIC CAPITAL LETTER IZHE
+ { 0x2C0A, 0x2C3A }, // GLAGOLITIC CAPITAL LETTER INITIAL IZHE
+ { 0x2C0B, 0x2C3B }, // GLAGOLITIC CAPITAL LETTER I
+ { 0x2C0C, 0x2C3C }, // GLAGOLITIC CAPITAL LETTER DJERVI
+ { 0x2C0D, 0x2C3D }, // GLAGOLITIC CAPITAL LETTER KAKO
+ { 0x2C0E, 0x2C3E }, // GLAGOLITIC CAPITAL LETTER LJUDIJE
+ { 0x2C0F, 0x2C3F }, // GLAGOLITIC CAPITAL LETTER MYSLITE
+ { 0x2C10, 0x2C40 }, // GLAGOLITIC CAPITAL LETTER NASHI
+ { 0x2C11, 0x2C41 }, // GLAGOLITIC CAPITAL LETTER ONU
+ { 0x2C12, 0x2C42 }, // GLAGOLITIC CAPITAL LETTER POKOJI
+ { 0x2C13, 0x2C43 }, // GLAGOLITIC CAPITAL LETTER RITSI
+ { 0x2C14, 0x2C44 }, // GLAGOLITIC CAPITAL LETTER SLOVO
+ { 0x2C15, 0x2C45 }, // GLAGOLITIC CAPITAL LETTER TVRIDO
+ { 0x2C16, 0x2C46 }, // GLAGOLITIC CAPITAL LETTER UKU
+ { 0x2C17, 0x2C47 }, // GLAGOLITIC CAPITAL LETTER FRITU
+ { 0x2C18, 0x2C48 }, // GLAGOLITIC CAPITAL LETTER HERU
+ { 0x2C19, 0x2C49 }, // GLAGOLITIC CAPITAL LETTER OTU
+ { 0x2C1A, 0x2C4A }, // GLAGOLITIC CAPITAL LETTER PE
+ { 0x2C1B, 0x2C4B }, // GLAGOLITIC CAPITAL LETTER SHTA
+ { 0x2C1C, 0x2C4C }, // GLAGOLITIC CAPITAL LETTER TSI
+ { 0x2C1D, 0x2C4D }, // GLAGOLITIC CAPITAL LETTER CHRIVI
+ { 0x2C1E, 0x2C4E }, // GLAGOLITIC CAPITAL LETTER SHA
+ { 0x2C1F, 0x2C4F }, // GLAGOLITIC CAPITAL LETTER YERU
+ { 0x2C20, 0x2C50 }, // GLAGOLITIC CAPITAL LETTER YERI
+ { 0x2C21, 0x2C51 }, // GLAGOLITIC CAPITAL LETTER YATI
+ { 0x2C22, 0x2C52 }, // GLAGOLITIC CAPITAL LETTER SPIDERY HA
+ { 0x2C23, 0x2C53 }, // GLAGOLITIC CAPITAL LETTER YU
+ { 0x2C24, 0x2C54 }, // GLAGOLITIC CAPITAL LETTER SMALL YUS
+ { 0x2C25, 0x2C55 }, // GLAGOLITIC CAPITAL LETTER SMALL YUS WITH TAIL
+ { 0x2C26, 0x2C56 }, // GLAGOLITIC CAPITAL LETTER YO
+ { 0x2C27, 0x2C57 }, // GLAGOLITIC CAPITAL LETTER IOTATED SMALL YUS
+ { 0x2C28, 0x2C58 }, // GLAGOLITIC CAPITAL LETTER BIG YUS
+ { 0x2C29, 0x2C59 }, // GLAGOLITIC CAPITAL LETTER IOTATED BIG YUS
+ { 0x2C2A, 0x2C5A }, // GLAGOLITIC CAPITAL LETTER FITA
+ { 0x2C2B, 0x2C5B }, // GLAGOLITIC CAPITAL LETTER IZHITSA
+ { 0x2C2C, 0x2C5C }, // GLAGOLITIC CAPITAL LETTER SHTAPIC
+ { 0x2C2D, 0x2C5D }, // GLAGOLITIC CAPITAL LETTER TROKUTASTI A
+ { 0x2C2E, 0x2C5E }, // GLAGOLITIC CAPITAL LETTER LATINATE MYSLITE
+ { 0x2C60, 0x2C61 }, // LATIN CAPITAL LETTER L WITH DOUBLE BAR
+ { 0x2C62, 0x026B }, // LATIN CAPITAL LETTER L WITH MIDDLE TILDE
+ { 0x2C63, 0x1D7D }, // LATIN CAPITAL LETTER P WITH STROKE
+ { 0x2C64, 0x027D }, // LATIN CAPITAL LETTER R WITH TAIL
+ { 0x2C67, 0x2C68 }, // LATIN CAPITAL LETTER H WITH DESCENDER
+ { 0x2C69, 0x2C6A }, // LATIN CAPITAL LETTER K WITH DESCENDER
+ { 0x2C6B, 0x2C6C }, // LATIN CAPITAL LETTER Z WITH DESCENDER
+ { 0x2C6D, 0x0251 }, // LATIN CAPITAL LETTER ALPHA
+ { 0x2C6E, 0x0271 }, // LATIN CAPITAL LETTER M WITH HOOK
+ { 0x2C6F, 0x0250 }, // LATIN CAPITAL LETTER TURNED A
+ { 0x2C70, 0x0252 }, // LATIN CAPITAL LETTER TURNED ALPHA
+ { 0x2C72, 0x2C73 }, // LATIN CAPITAL LETTER W WITH HOOK
+ { 0x2C75, 0x2C76 }, // LATIN CAPITAL LETTER HALF H
+ { 0x2C7E, 0x023F }, // LATIN CAPITAL LETTER S WITH SWASH TAIL
+ { 0x2C7F, 0x0240 }, // LATIN CAPITAL LETTER Z WITH SWASH TAIL
+ { 0x2C80, 0x2C81 }, // COPTIC CAPITAL LETTER ALFA
+ { 0x2C82, 0x2C83 }, // COPTIC CAPITAL LETTER VIDA
+ { 0x2C84, 0x2C85 }, // COPTIC CAPITAL LETTER GAMMA
+ { 0x2C86, 0x2C87 }, // COPTIC CAPITAL LETTER DALDA
+ { 0x2C88, 0x2C89 }, // COPTIC CAPITAL LETTER EIE
+ { 0x2C8A, 0x2C8B }, // COPTIC CAPITAL LETTER SOU
+ { 0x2C8C, 0x2C8D }, // COPTIC CAPITAL LETTER ZATA
+ { 0x2C8E, 0x2C8F }, // COPTIC CAPITAL LETTER HATE
+ { 0x2C90, 0x2C91 }, // COPTIC CAPITAL LETTER THETHE
+ { 0x2C92, 0x2C93 }, // COPTIC CAPITAL LETTER IAUDA
+ { 0x2C94, 0x2C95 }, // COPTIC CAPITAL LETTER KAPA
+ { 0x2C96, 0x2C97 }, // COPTIC CAPITAL LETTER LAULA
+ { 0x2C98, 0x2C99 }, // COPTIC CAPITAL LETTER MI
+ { 0x2C9A, 0x2C9B }, // COPTIC CAPITAL LETTER NI
+ { 0x2C9C, 0x2C9D }, // COPTIC CAPITAL LETTER KSI
+ { 0x2C9E, 0x2C9F }, // COPTIC CAPITAL LETTER O
+ { 0x2CA0, 0x2CA1 }, // COPTIC CAPITAL LETTER PI
+ { 0x2CA2, 0x2CA3 }, // COPTIC CAPITAL LETTER RO
+ { 0x2CA4, 0x2CA5 }, // COPTIC CAPITAL LETTER SIMA
+ { 0x2CA6, 0x2CA7 }, // COPTIC CAPITAL LETTER TAU
+ { 0x2CA8, 0x2CA9 }, // COPTIC CAPITAL LETTER UA
+ { 0x2CAA, 0x2CAB }, // COPTIC CAPITAL LETTER FI
+ { 0x2CAC, 0x2CAD }, // COPTIC CAPITAL LETTER KHI
+ { 0x2CAE, 0x2CAF }, // COPTIC CAPITAL LETTER PSI
+ { 0x2CB0, 0x2CB1 }, // COPTIC CAPITAL LETTER OOU
+ { 0x2CB2, 0x2CB3 }, // COPTIC CAPITAL LETTER DIALECT-P ALEF
+ { 0x2CB4, 0x2CB5 }, // COPTIC CAPITAL LETTER OLD COPTIC AIN
+ { 0x2CB6, 0x2CB7 }, // COPTIC CAPITAL LETTER CRYPTOGRAMMIC EIE
+ { 0x2CB8, 0x2CB9 }, // COPTIC CAPITAL LETTER DIALECT-P KAPA
+ { 0x2CBA, 0x2CBB }, // COPTIC CAPITAL LETTER DIALECT-P NI
+ { 0x2CBC, 0x2CBD }, // COPTIC CAPITAL LETTER CRYPTOGRAMMIC NI
+ { 0x2CBE, 0x2CBF }, // COPTIC CAPITAL LETTER OLD COPTIC OOU
+ { 0x2CC0, 0x2CC1 }, // COPTIC CAPITAL LETTER SAMPI
+ { 0x2CC2, 0x2CC3 }, // COPTIC CAPITAL LETTER CROSSED SHEI
+ { 0x2CC4, 0x2CC5 }, // COPTIC CAPITAL LETTER OLD COPTIC SHEI
+ { 0x2CC6, 0x2CC7 }, // COPTIC CAPITAL LETTER OLD COPTIC ESH
+ { 0x2CC8, 0x2CC9 }, // COPTIC CAPITAL LETTER AKHMIMIC KHEI
+ { 0x2CCA, 0x2CCB }, // COPTIC CAPITAL LETTER DIALECT-P HORI
+ { 0x2CCC, 0x2CCD }, // COPTIC CAPITAL LETTER OLD COPTIC HORI
+ { 0x2CCE, 0x2CCF }, // COPTIC CAPITAL LETTER OLD COPTIC HA
+ { 0x2CD0, 0x2CD1 }, // COPTIC CAPITAL LETTER L-SHAPED HA
+ { 0x2CD2, 0x2CD3 }, // COPTIC CAPITAL LETTER OLD COPTIC HEI
+ { 0x2CD4, 0x2CD5 }, // COPTIC CAPITAL LETTER OLD COPTIC HAT
+ { 0x2CD6, 0x2CD7 }, // COPTIC CAPITAL LETTER OLD COPTIC GANGIA
+ { 0x2CD8, 0x2CD9 }, // COPTIC CAPITAL LETTER OLD COPTIC DJA
+ { 0x2CDA, 0x2CDB }, // COPTIC CAPITAL LETTER OLD COPTIC SHIMA
+ { 0x2CDC, 0x2CDD }, // COPTIC CAPITAL LETTER OLD NUBIAN SHIMA
+ { 0x2CDE, 0x2CDF }, // COPTIC CAPITAL LETTER OLD NUBIAN NGI
+ { 0x2CE0, 0x2CE1 }, // COPTIC CAPITAL LETTER OLD NUBIAN NYI
+ { 0x2CE2, 0x2CE3 }, // COPTIC CAPITAL LETTER OLD NUBIAN WAU
+ { 0x2CEB, 0x2CEC }, // COPTIC CAPITAL LETTER CRYPTOGRAMMIC SHEI
+ { 0x2CED, 0x2CEE }, // COPTIC CAPITAL LETTER CRYPTOGRAMMIC GANGIA
+ { 0xA640, 0xA641 }, // CYRILLIC CAPITAL LETTER ZEMLYA
+ { 0xA642, 0xA643 }, // CYRILLIC CAPITAL LETTER DZELO
+ { 0xA644, 0xA645 }, // CYRILLIC CAPITAL LETTER REVERSED DZE
+ { 0xA646, 0xA647 }, // CYRILLIC CAPITAL LETTER IOTA
+ { 0xA648, 0xA649 }, // CYRILLIC CAPITAL LETTER DJERV
+ { 0xA64A, 0xA64B }, // CYRILLIC CAPITAL LETTER MONOGRAPH UK
+ { 0xA64C, 0xA64D }, // CYRILLIC CAPITAL LETTER BROAD OMEGA
+ { 0xA64E, 0xA64F }, // CYRILLIC CAPITAL LETTER NEUTRAL YER
+ { 0xA650, 0xA651 }, // CYRILLIC CAPITAL LETTER YERU WITH BACK YER
+ { 0xA652, 0xA653 }, // CYRILLIC CAPITAL LETTER IOTIFIED YAT
+ { 0xA654, 0xA655 }, // CYRILLIC CAPITAL LETTER REVERSED YU
+ { 0xA656, 0xA657 }, // CYRILLIC CAPITAL LETTER IOTIFIED A
+ { 0xA658, 0xA659 }, // CYRILLIC CAPITAL LETTER CLOSED LITTLE YUS
+ { 0xA65A, 0xA65B }, // CYRILLIC CAPITAL LETTER BLENDED YUS
+ { 0xA65C, 0xA65D }, // CYRILLIC CAPITAL LETTER IOTIFIED CLOSED LITTLE YUS
+ { 0xA65E, 0xA65F }, // CYRILLIC CAPITAL LETTER YN
+ { 0xA662, 0xA663 }, // CYRILLIC CAPITAL LETTER SOFT DE
+ { 0xA664, 0xA665 }, // CYRILLIC CAPITAL LETTER SOFT EL
+ { 0xA666, 0xA667 }, // CYRILLIC CAPITAL LETTER SOFT EM
+ { 0xA668, 0xA669 }, // CYRILLIC CAPITAL LETTER MONOCULAR O
+ { 0xA66A, 0xA66B }, // CYRILLIC CAPITAL LETTER BINOCULAR O
+ { 0xA66C, 0xA66D }, // CYRILLIC CAPITAL LETTER DOUBLE MONOCULAR O
+ { 0xA680, 0xA681 }, // CYRILLIC CAPITAL LETTER DWE
+ { 0xA682, 0xA683 }, // CYRILLIC CAPITAL LETTER DZWE
+ { 0xA684, 0xA685 }, // CYRILLIC CAPITAL LETTER ZHWE
+ { 0xA686, 0xA687 }, // CYRILLIC CAPITAL LETTER CCHE
+ { 0xA688, 0xA689 }, // CYRILLIC CAPITAL LETTER DZZE
+ { 0xA68A, 0xA68B }, // CYRILLIC CAPITAL LETTER TE WITH MIDDLE HOOK
+ { 0xA68C, 0xA68D }, // CYRILLIC CAPITAL LETTER TWE
+ { 0xA68E, 0xA68F }, // CYRILLIC CAPITAL LETTER TSWE
+ { 0xA690, 0xA691 }, // CYRILLIC CAPITAL LETTER TSSE
+ { 0xA692, 0xA693 }, // CYRILLIC CAPITAL LETTER TCHE
+ { 0xA694, 0xA695 }, // CYRILLIC CAPITAL LETTER HWE
+ { 0xA696, 0xA697 }, // CYRILLIC CAPITAL LETTER SHWE
+ { 0xA722, 0xA723 }, // LATIN CAPITAL LETTER EGYPTOLOGICAL ALEF
+ { 0xA724, 0xA725 }, // LATIN CAPITAL LETTER EGYPTOLOGICAL AIN
+ { 0xA726, 0xA727 }, // LATIN CAPITAL LETTER HENG
+ { 0xA728, 0xA729 }, // LATIN CAPITAL LETTER TZ
+ { 0xA72A, 0xA72B }, // LATIN CAPITAL LETTER TRESILLO
+ { 0xA72C, 0xA72D }, // LATIN CAPITAL LETTER CUATRILLO
+ { 0xA72E, 0xA72F }, // LATIN CAPITAL LETTER CUATRILLO WITH COMMA
+ { 0xA732, 0xA733 }, // LATIN CAPITAL LETTER AA
+ { 0xA734, 0xA735 }, // LATIN CAPITAL LETTER AO
+ { 0xA736, 0xA737 }, // LATIN CAPITAL LETTER AU
+ { 0xA738, 0xA739 }, // LATIN CAPITAL LETTER AV
+ { 0xA73A, 0xA73B }, // LATIN CAPITAL LETTER AV WITH HORIZONTAL BAR
+ { 0xA73C, 0xA73D }, // LATIN CAPITAL LETTER AY
+ { 0xA73E, 0xA73F }, // LATIN CAPITAL LETTER REVERSED C WITH DOT
+ { 0xA740, 0xA741 }, // LATIN CAPITAL LETTER K WITH STROKE
+ { 0xA742, 0xA743 }, // LATIN CAPITAL LETTER K WITH DIAGONAL STROKE
+ { 0xA744, 0xA745 }, // LATIN CAPITAL LETTER K WITH STROKE AND DIAGONAL STROKE
+ { 0xA746, 0xA747 }, // LATIN CAPITAL LETTER BROKEN L
+ { 0xA748, 0xA749 }, // LATIN CAPITAL LETTER L WITH HIGH STROKE
+ { 0xA74A, 0xA74B }, // LATIN CAPITAL LETTER O WITH LONG STROKE OVERLAY
+ { 0xA74C, 0xA74D }, // LATIN CAPITAL LETTER O WITH LOOP
+ { 0xA74E, 0xA74F }, // LATIN CAPITAL LETTER OO
+ { 0xA750, 0xA751 }, // LATIN CAPITAL LETTER P WITH STROKE THROUGH DESCENDER
+ { 0xA752, 0xA753 }, // LATIN CAPITAL LETTER P WITH FLOURISH
+ { 0xA754, 0xA755 }, // LATIN CAPITAL LETTER P WITH SQUIRREL TAIL
+ { 0xA756, 0xA757 }, // LATIN CAPITAL LETTER Q WITH STROKE THROUGH DESCENDER
+ { 0xA758, 0xA759 }, // LATIN CAPITAL LETTER Q WITH DIAGONAL STROKE
+ { 0xA75A, 0xA75B }, // LATIN CAPITAL LETTER R ROTUNDA
+ { 0xA75C, 0xA75D }, // LATIN CAPITAL LETTER RUM ROTUNDA
+ { 0xA75E, 0xA75F }, // LATIN CAPITAL LETTER V WITH DIAGONAL STROKE
+ { 0xA760, 0xA761 }, // LATIN CAPITAL LETTER VY
+ { 0xA762, 0xA763 }, // LATIN CAPITAL LETTER VISIGOTHIC Z
+ { 0xA764, 0xA765 }, // LATIN CAPITAL LETTER THORN WITH STROKE
+ { 0xA766, 0xA767 }, // LATIN CAPITAL LETTER THORN WITH STROKE THROUGH DESCENDER
+ { 0xA768, 0xA769 }, // LATIN CAPITAL LETTER VEND
+ { 0xA76A, 0xA76B }, // LATIN CAPITAL LETTER ET
+ { 0xA76C, 0xA76D }, // LATIN CAPITAL LETTER IS
+ { 0xA76E, 0xA76F }, // LATIN CAPITAL LETTER CON
+ { 0xA779, 0xA77A }, // LATIN CAPITAL LETTER INSULAR D
+ { 0xA77B, 0xA77C }, // LATIN CAPITAL LETTER INSULAR F
+ { 0xA77D, 0x1D79 }, // LATIN CAPITAL LETTER INSULAR G
+ { 0xA77E, 0xA77F }, // LATIN CAPITAL LETTER TURNED INSULAR G
+ { 0xA780, 0xA781 }, // LATIN CAPITAL LETTER TURNED L
+ { 0xA782, 0xA783 }, // LATIN CAPITAL LETTER INSULAR R
+ { 0xA784, 0xA785 }, // LATIN CAPITAL LETTER INSULAR S
+ { 0xA786, 0xA787 }, // LATIN CAPITAL LETTER INSULAR T
+ { 0xA78B, 0xA78C }, // LATIN CAPITAL LETTER SALTILLO
+ { 0xFF21, 0xFF41 }, // FULLWIDTH LATIN CAPITAL LETTER A
+ { 0xFF22, 0xFF42 }, // FULLWIDTH LATIN CAPITAL LETTER B
+ { 0xFF23, 0xFF43 }, // FULLWIDTH LATIN CAPITAL LETTER C
+ { 0xFF24, 0xFF44 }, // FULLWIDTH LATIN CAPITAL LETTER D
+ { 0xFF25, 0xFF45 }, // FULLWIDTH LATIN CAPITAL LETTER E
+ { 0xFF26, 0xFF46 }, // FULLWIDTH LATIN CAPITAL LETTER F
+ { 0xFF27, 0xFF47 }, // FULLWIDTH LATIN CAPITAL LETTER G
+ { 0xFF28, 0xFF48 }, // FULLWIDTH LATIN CAPITAL LETTER H
+ { 0xFF29, 0xFF49 }, // FULLWIDTH LATIN CAPITAL LETTER I
+ { 0xFF2A, 0xFF4A }, // FULLWIDTH LATIN CAPITAL LETTER J
+ { 0xFF2B, 0xFF4B }, // FULLWIDTH LATIN CAPITAL LETTER K
+ { 0xFF2C, 0xFF4C }, // FULLWIDTH LATIN CAPITAL LETTER L
+ { 0xFF2D, 0xFF4D }, // FULLWIDTH LATIN CAPITAL LETTER M
+ { 0xFF2E, 0xFF4E }, // FULLWIDTH LATIN CAPITAL LETTER N
+ { 0xFF2F, 0xFF4F }, // FULLWIDTH LATIN CAPITAL LETTER O
+ { 0xFF30, 0xFF50 }, // FULLWIDTH LATIN CAPITAL LETTER P
+ { 0xFF31, 0xFF51 }, // FULLWIDTH LATIN CAPITAL LETTER Q
+ { 0xFF32, 0xFF52 }, // FULLWIDTH LATIN CAPITAL LETTER R
+ { 0xFF33, 0xFF53 }, // FULLWIDTH LATIN CAPITAL LETTER S
+ { 0xFF34, 0xFF54 }, // FULLWIDTH LATIN CAPITAL LETTER T
+ { 0xFF35, 0xFF55 }, // FULLWIDTH LATIN CAPITAL LETTER U
+ { 0xFF36, 0xFF56 }, // FULLWIDTH LATIN CAPITAL LETTER V
+ { 0xFF37, 0xFF57 }, // FULLWIDTH LATIN CAPITAL LETTER W
+ { 0xFF38, 0xFF58 }, // FULLWIDTH LATIN CAPITAL LETTER X
+ { 0xFF39, 0xFF59 }, // FULLWIDTH LATIN CAPITAL LETTER Y
+ { 0xFF3A, 0xFF5A } // FULLWIDTH LATIN CAPITAL LETTER Z
+};
+
+static int compare_pair_capital(const void *a, const void *b) {
+ return (int)(*(unsigned short *)a)
+ - (int)((struct LatinCapitalSmallPair*)b)->capital;
+}
+
+unsigned short latin_tolower(unsigned short c) {
+ struct LatinCapitalSmallPair *p =
+ (struct LatinCapitalSmallPair *)bsearch(&c, SORTED_CHAR_MAP,
+ sizeof(SORTED_CHAR_MAP) / sizeof(SORTED_CHAR_MAP[0]),
+ sizeof(SORTED_CHAR_MAP[0]),
+ compare_pair_capital);
+ return p ? p->small : c;
+}
+
+} // namespace latinime
diff --git a/native/jni/src/char_utils.h b/native/jni/src/char_utils.h
new file mode 100644
index 0000000..607dc51
--- /dev/null
+++ b/native/jni/src/char_utils.h
@@ -0,0 +1,65 @@
+/*
+ * 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.
+ */
+
+#ifndef LATINIME_CHAR_UTILS_H
+#define LATINIME_CHAR_UTILS_H
+
+namespace latinime {
+
+inline static int isAsciiUpper(unsigned short c) {
+ return c >= 'A' && c <= 'Z';
+}
+
+inline static unsigned short toAsciiLower(unsigned short c) {
+ return c - 'A' + 'a';
+}
+
+inline static int isAscii(unsigned short c) {
+ return c <= 127;
+}
+
+unsigned short latin_tolower(unsigned short c);
+
+/**
+ * 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.
+ */
+
+static const int BASE_CHARS_SIZE = 0x0500;
+extern const unsigned short BASE_CHARS[BASE_CHARS_SIZE];
+
+inline static unsigned short toBaseChar(unsigned short c) {
+ if (c < BASE_CHARS_SIZE) {
+ return BASE_CHARS[c];
+ }
+ return c;
+}
+
+inline static unsigned short toBaseLowerCase(unsigned short c) {
+ c = toBaseChar(c);
+ if (isAsciiUpper(c)) {
+ return toAsciiLower(c);
+ } else if (isAscii(c)) {
+ return c;
+ }
+ return latin_tolower(c);
+}
+
+} // namespace latinime
+
+#endif // LATINIME_CHAR_UTILS_H
diff --git a/native/jni/src/correction.cpp b/native/jni/src/correction.cpp
new file mode 100644
index 0000000..087219e
--- /dev/null
+++ b/native/jni/src/correction.cpp
@@ -0,0 +1,1143 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#include <assert.h>
+#include <ctype.h>
+#include <math.h>
+#include <stdio.h>
+#include <string.h>
+
+#define LOG_TAG "LatinIME: correction.cpp"
+
+#include "char_utils.h"
+#include "correction.h"
+#include "defines.h"
+#include "dictionary.h"
+#include "proximity_info.h"
+
+namespace latinime {
+
+/////////////////////////////
+// edit distance funcitons //
+/////////////////////////////
+
+inline static void initEditDistance(int *editDistanceTable) {
+ for (int i = 0; i <= MAX_WORD_LENGTH_INTERNAL; ++i) {
+ editDistanceTable[i] = i;
+ }
+}
+
+inline static void dumpEditDistance10ForDebug(int *editDistanceTable,
+ const int editDistanceTableWidth, const int outputLength) {
+ if (DEBUG_DICT) {
+ AKLOGI("EditDistanceTable");
+ for (int i = 0; i <= 10; ++i) {
+ int c[11];
+ for (int j = 0; j <= 10; ++j) {
+ if (j < editDistanceTableWidth + 1 && i < outputLength + 1) {
+ c[j] = (editDistanceTable + i * (editDistanceTableWidth + 1))[j];
+ } else {
+ c[j] = -1;
+ }
+ }
+ AKLOGI("[ %d, %d, %d, %d, %d, %d, %d, %d, %d, %d, %d ]",
+ c[0], c[1], c[2], c[3], c[4], c[5], c[6], c[7], c[8], c[9], c[10]);
+ }
+ }
+}
+
+inline static void calcEditDistanceOneStep(int *editDistanceTable, const unsigned short *input,
+ const int inputLength, const unsigned short *output, const int outputLength) {
+ // TODO: Make sure that editDistance[0 ~ MAX_WORD_LENGTH_INTERNAL] is not touched.
+ // Let dp[i][j] be editDistanceTable[i * (inputLength + 1) + j].
+ // Assuming that dp[0][0] ... dp[outputLength - 1][inputLength] are already calculated,
+ // and calculate dp[ouputLength][0] ... dp[outputLength][inputLength].
+ int *const current = editDistanceTable + outputLength * (inputLength + 1);
+ const int *const prev = editDistanceTable + (outputLength - 1) * (inputLength + 1);
+ const int *const prevprev =
+ outputLength >= 2 ? editDistanceTable + (outputLength - 2) * (inputLength + 1) : 0;
+ current[0] = outputLength;
+ const uint32_t co = toBaseLowerCase(output[outputLength - 1]);
+ const uint32_t prevCO = outputLength >= 2 ? toBaseLowerCase(output[outputLength - 2]) : 0;
+ for (int i = 1; i <= inputLength; ++i) {
+ const uint32_t ci = toBaseLowerCase(input[i - 1]);
+ const uint16_t cost = (ci == co) ? 0 : 1;
+ current[i] = min(current[i - 1] + 1, min(prev[i] + 1, prev[i - 1] + cost));
+ if (i >= 2 && prevprev && ci == prevCO && co == toBaseLowerCase(input[i - 2])) {
+ current[i] = min(current[i], prevprev[i - 2] + 1);
+ }
+ }
+}
+
+inline static int getCurrentEditDistance(int *editDistanceTable, const int editDistanceTableWidth,
+ const int outputLength, const int inputLength) {
+ if (DEBUG_EDIT_DISTANCE) {
+ AKLOGI("getCurrentEditDistance %d, %d", inputLength, outputLength);
+ }
+ return editDistanceTable[(editDistanceTableWidth + 1) * (outputLength) + inputLength];
+}
+
+//////////////////////
+// inline functions //
+//////////////////////
+static const char QUOTE = '\'';
+
+inline bool Correction::isQuote(const unsigned short c) {
+ const unsigned short userTypedChar = mProximityInfo->getPrimaryCharAt(mInputIndex);
+ return (c == QUOTE && userTypedChar != QUOTE);
+}
+
+////////////////
+// Correction //
+////////////////
+
+Correction::Correction(const int typedLetterMultiplier, const int fullWordMultiplier)
+ : TYPED_LETTER_MULTIPLIER(typedLetterMultiplier), FULL_WORD_MULTIPLIER(fullWordMultiplier) {
+ initEditDistance(mEditDistanceTable);
+}
+
+void Correction::initCorrection(const ProximityInfo *pi, const int inputLength,
+ const int maxDepth) {
+ mProximityInfo = pi;
+ mInputLength = inputLength;
+ mMaxDepth = maxDepth;
+ mMaxEditDistance = mInputLength < 5 ? 2 : mInputLength / 2;
+ // TODO: This is not supposed to be required. Check what's going wrong with
+ // editDistance[0 ~ MAX_WORD_LENGTH_INTERNAL]
+ initEditDistance(mEditDistanceTable);
+}
+
+void Correction::initCorrectionState(
+ const int rootPos, const int childCount, const bool traverseAll) {
+ latinime::initCorrectionState(mCorrectionStates, rootPos, childCount, traverseAll);
+ // TODO: remove
+ mCorrectionStates[0].mTransposedPos = mTransposedPos;
+ mCorrectionStates[0].mExcessivePos = mExcessivePos;
+ mCorrectionStates[0].mSkipPos = mSkipPos;
+}
+
+void Correction::setCorrectionParams(const int skipPos, const int excessivePos,
+ const int transposedPos, const int spaceProximityPos, const int missingSpacePos,
+ const bool useFullEditDistance, const bool doAutoCompletion, const int maxErrors) {
+ // TODO: remove
+ mTransposedPos = transposedPos;
+ mExcessivePos = excessivePos;
+ mSkipPos = skipPos;
+ // TODO: remove
+ mCorrectionStates[0].mTransposedPos = transposedPos;
+ mCorrectionStates[0].mExcessivePos = excessivePos;
+ mCorrectionStates[0].mSkipPos = skipPos;
+
+ mSpaceProximityPos = spaceProximityPos;
+ mMissingSpacePos = missingSpacePos;
+ mUseFullEditDistance = useFullEditDistance;
+ mDoAutoCompletion = doAutoCompletion;
+ mMaxErrors = maxErrors;
+}
+
+void Correction::checkState() {
+ if (DEBUG_DICT) {
+ int inputCount = 0;
+ if (mSkipPos >= 0) ++inputCount;
+ if (mExcessivePos >= 0) ++inputCount;
+ if (mTransposedPos >= 0) ++inputCount;
+ // TODO: remove this assert
+ assert(inputCount <= 1);
+ }
+}
+
+int Correction::getFreqForSplitMultipleWords(const int *freqArray, const int *wordLengthArray,
+ const int wordCount, const bool isSpaceProximity, const unsigned short *word) {
+ return Correction::RankingAlgorithm::calcFreqForSplitMultipleWords(freqArray, wordLengthArray,
+ wordCount, this, isSpaceProximity, word);
+}
+
+int Correction::getFinalFreq(const int freq, unsigned short **word, int *wordLength) {
+ return getFinalFreqInternal(freq, word, wordLength, mInputLength);
+}
+
+int Correction::getFinalFreqForSubQueue(const int freq, unsigned short **word, int *wordLength,
+ const int inputLength) {
+ return getFinalFreqInternal(freq, word, wordLength, inputLength);
+}
+
+int Correction::getFinalFreqInternal(const int freq, unsigned short **word, int *wordLength,
+ const int inputLength) {
+ const int outputIndex = mTerminalOutputIndex;
+ const int inputIndex = mTerminalInputIndex;
+ *wordLength = outputIndex + 1;
+ if (outputIndex < MIN_SUGGEST_DEPTH) {
+ return NOT_A_FREQUENCY;
+ }
+
+ *word = mWord;
+ int finalFreq = Correction::RankingAlgorithm::calculateFinalFreq(
+ inputIndex, outputIndex, freq, mEditDistanceTable, this, inputLength);
+ return finalFreq;
+}
+
+bool Correction::initProcessState(const int outputIndex) {
+ if (mCorrectionStates[outputIndex].mChildCount <= 0) {
+ return false;
+ }
+ mOutputIndex = outputIndex;
+ --(mCorrectionStates[outputIndex].mChildCount);
+ mInputIndex = mCorrectionStates[outputIndex].mInputIndex;
+ mNeedsToTraverseAllNodes = mCorrectionStates[outputIndex].mNeedsToTraverseAllNodes;
+
+ mEquivalentCharCount = mCorrectionStates[outputIndex].mEquivalentCharCount;
+ mProximityCount = mCorrectionStates[outputIndex].mProximityCount;
+ mTransposedCount = mCorrectionStates[outputIndex].mTransposedCount;
+ mExcessiveCount = mCorrectionStates[outputIndex].mExcessiveCount;
+ mSkippedCount = mCorrectionStates[outputIndex].mSkippedCount;
+ mLastCharExceeded = mCorrectionStates[outputIndex].mLastCharExceeded;
+
+ mTransposedPos = mCorrectionStates[outputIndex].mTransposedPos;
+ mExcessivePos = mCorrectionStates[outputIndex].mExcessivePos;
+ mSkipPos = mCorrectionStates[outputIndex].mSkipPos;
+
+ mMatching = false;
+ mProximityMatching = false;
+ mAdditionalProximityMatching = false;
+ mTransposing = false;
+ mExceeding = false;
+ mSkipping = false;
+
+ return true;
+}
+
+int Correction::goDownTree(
+ const int parentIndex, const int childCount, const int firstChildPos) {
+ mCorrectionStates[mOutputIndex].mParentIndex = parentIndex;
+ mCorrectionStates[mOutputIndex].mChildCount = childCount;
+ mCorrectionStates[mOutputIndex].mSiblingPos = firstChildPos;
+ return mOutputIndex;
+}
+
+// TODO: remove
+int Correction::getInputIndex() {
+ return mInputIndex;
+}
+
+void Correction::incrementInputIndex() {
+ ++mInputIndex;
+}
+
+void Correction::incrementOutputIndex() {
+ ++mOutputIndex;
+ mCorrectionStates[mOutputIndex].mParentIndex = mCorrectionStates[mOutputIndex - 1].mParentIndex;
+ mCorrectionStates[mOutputIndex].mChildCount = mCorrectionStates[mOutputIndex - 1].mChildCount;
+ mCorrectionStates[mOutputIndex].mSiblingPos = mCorrectionStates[mOutputIndex - 1].mSiblingPos;
+ mCorrectionStates[mOutputIndex].mInputIndex = mInputIndex;
+ mCorrectionStates[mOutputIndex].mNeedsToTraverseAllNodes = mNeedsToTraverseAllNodes;
+
+ mCorrectionStates[mOutputIndex].mEquivalentCharCount = mEquivalentCharCount;
+ mCorrectionStates[mOutputIndex].mProximityCount = mProximityCount;
+ mCorrectionStates[mOutputIndex].mTransposedCount = mTransposedCount;
+ mCorrectionStates[mOutputIndex].mExcessiveCount = mExcessiveCount;
+ mCorrectionStates[mOutputIndex].mSkippedCount = mSkippedCount;
+
+ mCorrectionStates[mOutputIndex].mSkipPos = mSkipPos;
+ mCorrectionStates[mOutputIndex].mTransposedPos = mTransposedPos;
+ mCorrectionStates[mOutputIndex].mExcessivePos = mExcessivePos;
+
+ mCorrectionStates[mOutputIndex].mLastCharExceeded = mLastCharExceeded;
+
+ mCorrectionStates[mOutputIndex].mMatching = mMatching;
+ mCorrectionStates[mOutputIndex].mProximityMatching = mProximityMatching;
+ mCorrectionStates[mOutputIndex].mAdditionalProximityMatching = mAdditionalProximityMatching;
+ mCorrectionStates[mOutputIndex].mTransposing = mTransposing;
+ mCorrectionStates[mOutputIndex].mExceeding = mExceeding;
+ mCorrectionStates[mOutputIndex].mSkipping = mSkipping;
+}
+
+void Correction::startToTraverseAllNodes() {
+ mNeedsToTraverseAllNodes = true;
+}
+
+bool Correction::needsToPrune() const {
+ // TODO: use edit distance here
+ return mOutputIndex - 1 >= mMaxDepth || mProximityCount > mMaxEditDistance
+ // Allow one char longer word for missing character
+ || (!mDoAutoCompletion && (mOutputIndex > mInputLength));
+}
+
+void Correction::addCharToCurrentWord(const int32_t c) {
+ mWord[mOutputIndex] = c;
+ const unsigned short *primaryInputWord = mProximityInfo->getPrimaryInputWord();
+ calcEditDistanceOneStep(mEditDistanceTable, primaryInputWord, mInputLength,
+ mWord, mOutputIndex + 1);
+}
+
+Correction::CorrectionType Correction::processSkipChar(
+ const int32_t c, const bool isTerminal, const bool inputIndexIncremented) {
+ addCharToCurrentWord(c);
+ mTerminalInputIndex = mInputIndex - (inputIndexIncremented ? 1 : 0);
+ mTerminalOutputIndex = mOutputIndex;
+ if (mNeedsToTraverseAllNodes && isTerminal) {
+ incrementOutputIndex();
+ return TRAVERSE_ALL_ON_TERMINAL;
+ } else {
+ incrementOutputIndex();
+ return TRAVERSE_ALL_NOT_ON_TERMINAL;
+ }
+}
+
+Correction::CorrectionType Correction::processUnrelatedCorrectionType() {
+ // Needs to set mTerminalInputIndex and mTerminalOutputIndex before returning any CorrectionType
+ mTerminalInputIndex = mInputIndex;
+ mTerminalOutputIndex = mOutputIndex;
+ return UNRELATED;
+}
+
+inline bool isEquivalentChar(ProximityInfo::ProximityType type) {
+ return type == ProximityInfo::EQUIVALENT_CHAR;
+}
+
+inline bool isProximityCharOrEquivalentChar(ProximityInfo::ProximityType type) {
+ return type == ProximityInfo::EQUIVALENT_CHAR
+ || type == ProximityInfo::NEAR_PROXIMITY_CHAR;
+}
+
+Correction::CorrectionType Correction::processCharAndCalcState(
+ const int32_t c, const bool isTerminal) {
+ const int correctionCount = (mSkippedCount + mExcessiveCount + mTransposedCount);
+ if (correctionCount > mMaxErrors) {
+ return processUnrelatedCorrectionType();
+ }
+
+ // TODO: Change the limit if we'll allow two or more corrections
+ const bool noCorrectionsHappenedSoFar = correctionCount == 0;
+ const bool canTryCorrection = noCorrectionsHappenedSoFar;
+ int proximityIndex = 0;
+ mDistances[mOutputIndex] = NOT_A_DISTANCE;
+
+ // Skip checking this node
+ if (mNeedsToTraverseAllNodes || isQuote(c)) {
+ bool incremented = false;
+ if (mLastCharExceeded && mInputIndex == mInputLength - 1) {
+ // TODO: Do not check the proximity if EditDistance exceeds the threshold
+ const ProximityInfo::ProximityType matchId =
+ mProximityInfo->getMatchedProximityId(mInputIndex, c, true, &proximityIndex);
+ if (isEquivalentChar(matchId)) {
+ mLastCharExceeded = false;
+ --mExcessiveCount;
+ mDistances[mOutputIndex] =
+ mProximityInfo->getNormalizedSquaredDistance(mInputIndex, 0);
+ } else if (matchId == ProximityInfo::NEAR_PROXIMITY_CHAR) {
+ mLastCharExceeded = false;
+ --mExcessiveCount;
+ ++mProximityCount;
+ mDistances[mOutputIndex] =
+ mProximityInfo->getNormalizedSquaredDistance(mInputIndex, proximityIndex);
+ }
+ incrementInputIndex();
+ incremented = true;
+ }
+ return processSkipChar(c, isTerminal, incremented);
+ }
+
+ // Check possible corrections.
+ if (mExcessivePos >= 0) {
+ if (mExcessiveCount == 0 && mExcessivePos < mOutputIndex) {
+ mExcessivePos = mOutputIndex;
+ }
+ if (mExcessivePos < mInputLength - 1) {
+ mExceeding = mExcessivePos == mInputIndex && canTryCorrection;
+ }
+ }
+
+ if (mSkipPos >= 0) {
+ if (mSkippedCount == 0 && mSkipPos < mOutputIndex) {
+ if (DEBUG_DICT) {
+ assert(mSkipPos == mOutputIndex - 1);
+ }
+ mSkipPos = mOutputIndex;
+ }
+ mSkipping = mSkipPos == mOutputIndex && canTryCorrection;
+ }
+
+ if (mTransposedPos >= 0) {
+ if (mTransposedCount == 0 && mTransposedPos < mOutputIndex) {
+ mTransposedPos = mOutputIndex;
+ }
+ if (mTransposedPos < mInputLength - 1) {
+ mTransposing = mInputIndex == mTransposedPos && canTryCorrection;
+ }
+ }
+
+ bool secondTransposing = false;
+ if (mTransposedCount % 2 == 1) {
+ if (isEquivalentChar(mProximityInfo->getMatchedProximityId(mInputIndex - 1, c, false))) {
+ ++mTransposedCount;
+ secondTransposing = true;
+ } else if (mCorrectionStates[mOutputIndex].mExceeding) {
+ --mTransposedCount;
+ ++mExcessiveCount;
+ --mExcessivePos;
+ incrementInputIndex();
+ } else {
+ --mTransposedCount;
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ DUMP_WORD(mWord, mOutputIndex);
+ AKLOGI("UNRELATED(0): %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ return processUnrelatedCorrectionType();
+ }
+ }
+
+ // TODO: Change the limit if we'll allow two or more proximity chars with corrections
+ // Work around: When the mMaxErrors is 1, we only allow just one error
+ // including proximity correction.
+ const bool checkProximityChars = (mMaxErrors > 1)
+ ? (noCorrectionsHappenedSoFar || mProximityCount == 0)
+ : (noCorrectionsHappenedSoFar && mProximityCount == 0);
+
+ ProximityInfo::ProximityType matchedProximityCharId = secondTransposing
+ ? ProximityInfo::EQUIVALENT_CHAR
+ : mProximityInfo->getMatchedProximityId(
+ mInputIndex, c, checkProximityChars, &proximityIndex);
+
+ if (ProximityInfo::UNRELATED_CHAR == matchedProximityCharId
+ || ProximityInfo::ADDITIONAL_PROXIMITY_CHAR == matchedProximityCharId) {
+ if (canTryCorrection && mOutputIndex > 0
+ && mCorrectionStates[mOutputIndex].mProximityMatching
+ && mCorrectionStates[mOutputIndex].mExceeding
+ && isEquivalentChar(mProximityInfo->getMatchedProximityId(
+ mInputIndex, mWord[mOutputIndex - 1], false))) {
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ AKLOGI("CONVERSION p->e %c", mWord[mOutputIndex - 1]);
+ }
+ // Conversion p->e
+ // Example:
+ // wearth -> earth
+ // px -> (E)mmmmm
+ ++mExcessiveCount;
+ --mProximityCount;
+ mExcessivePos = mOutputIndex - 1;
+ ++mInputIndex;
+ // Here, we are doing something equivalent to matchedProximityCharId,
+ // but we already know that "excessive char correction" just happened
+ // so that we just need to check "mProximityCount == 0".
+ matchedProximityCharId = mProximityInfo->getMatchedProximityId(
+ mInputIndex, c, mProximityCount == 0, &proximityIndex);
+ }
+ }
+
+ if (ProximityInfo::UNRELATED_CHAR == matchedProximityCharId
+ || ProximityInfo::ADDITIONAL_PROXIMITY_CHAR == matchedProximityCharId) {
+ if (ProximityInfo::ADDITIONAL_PROXIMITY_CHAR == matchedProximityCharId) {
+ mAdditionalProximityMatching = true;
+ }
+ // TODO: Optimize
+ // As the current char turned out to be an unrelated char,
+ // we will try other correction-types. Please note that mCorrectionStates[mOutputIndex]
+ // here refers to the previous state.
+ if (mInputIndex < mInputLength - 1 && mOutputIndex > 0 && mTransposedCount > 0
+ && !mCorrectionStates[mOutputIndex].mTransposing
+ && mCorrectionStates[mOutputIndex - 1].mTransposing
+ && isEquivalentChar(mProximityInfo->getMatchedProximityId(
+ mInputIndex, mWord[mOutputIndex - 1], false))
+ && isEquivalentChar(
+ mProximityInfo->getMatchedProximityId(mInputIndex + 1, c, false))) {
+ // Conversion t->e
+ // Example:
+ // occaisional -> occa sional
+ // mmmmttx -> mmmm(E)mmmmmm
+ mTransposedCount -= 2;
+ ++mExcessiveCount;
+ ++mInputIndex;
+ } else if (mOutputIndex > 0 && mInputIndex > 0 && mTransposedCount > 0
+ && !mCorrectionStates[mOutputIndex].mTransposing
+ && mCorrectionStates[mOutputIndex - 1].mTransposing
+ && isEquivalentChar(
+ mProximityInfo->getMatchedProximityId(mInputIndex - 1, c, false))) {
+ // Conversion t->s
+ // Example:
+ // chcolate -> chocolate
+ // mmttx -> mmsmmmmmm
+ mTransposedCount -= 2;
+ ++mSkippedCount;
+ --mInputIndex;
+ } else if (canTryCorrection && mInputIndex > 0
+ && mCorrectionStates[mOutputIndex].mProximityMatching
+ && mCorrectionStates[mOutputIndex].mSkipping
+ && isEquivalentChar(
+ mProximityInfo->getMatchedProximityId(mInputIndex - 1, c, false))) {
+ // Conversion p->s
+ // Note: This logic tries saving cases like contrst --> contrast -- "a" is one of
+ // proximity chars of "s", but it should rather be handled as a skipped char.
+ ++mSkippedCount;
+ --mProximityCount;
+ return processSkipChar(c, isTerminal, false);
+ } else if (mInputIndex - 1 < mInputLength
+ && mSkippedCount > 0
+ && mCorrectionStates[mOutputIndex].mSkipping
+ && mCorrectionStates[mOutputIndex].mAdditionalProximityMatching
+ && isProximityCharOrEquivalentChar(
+ mProximityInfo->getMatchedProximityId(mInputIndex + 1, c, false))) {
+ // Conversion s->a
+ incrementInputIndex();
+ --mSkippedCount;
+ mProximityMatching = true;
+ ++mProximityCount;
+ mDistances[mOutputIndex] = ADDITIONAL_PROXIMITY_CHAR_DISTANCE_INFO;
+ } else if ((mExceeding || mTransposing) && mInputIndex - 1 < mInputLength
+ && isEquivalentChar(
+ mProximityInfo->getMatchedProximityId(mInputIndex + 1, c, false))) {
+ // 1.2. Excessive or transpose correction
+ if (mTransposing) {
+ ++mTransposedCount;
+ } else {
+ ++mExcessiveCount;
+ incrementInputIndex();
+ }
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ DUMP_WORD(mWord, mOutputIndex);
+ if (mTransposing) {
+ AKLOGI("TRANSPOSE: %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ } else {
+ AKLOGI("EXCEED: %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ }
+ } else if (mSkipping) {
+ // 3. Skip correction
+ ++mSkippedCount;
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ AKLOGI("SKIP: %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ return processSkipChar(c, isTerminal, false);
+ } else if (ProximityInfo::ADDITIONAL_PROXIMITY_CHAR == matchedProximityCharId) {
+ // As a last resort, use additional proximity characters
+ mProximityMatching = true;
+ ++mProximityCount;
+ mDistances[mOutputIndex] = ADDITIONAL_PROXIMITY_CHAR_DISTANCE_INFO;
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ AKLOGI("ADDITIONALPROX: %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ } else {
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ DUMP_WORD(mWord, mOutputIndex);
+ AKLOGI("UNRELATED(1): %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ return processUnrelatedCorrectionType();
+ }
+ } else if (secondTransposing) {
+ // If inputIndex is greater than mInputLength, that means there is no
+ // proximity chars. So, we don't need to check proximity.
+ mMatching = true;
+ } else if (isEquivalentChar(matchedProximityCharId)) {
+ mMatching = true;
+ ++mEquivalentCharCount;
+ mDistances[mOutputIndex] = mProximityInfo->getNormalizedSquaredDistance(mInputIndex, 0);
+ } else if (ProximityInfo::NEAR_PROXIMITY_CHAR == matchedProximityCharId) {
+ mProximityMatching = true;
+ ++mProximityCount;
+ mDistances[mOutputIndex] =
+ mProximityInfo->getNormalizedSquaredDistance(mInputIndex, proximityIndex);
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0
+ || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ AKLOGI("PROX: %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ }
+
+ addCharToCurrentWord(c);
+
+ // 4. Last char excessive correction
+ mLastCharExceeded = mExcessiveCount == 0 && mSkippedCount == 0 && mTransposedCount == 0
+ && mProximityCount == 0 && (mInputIndex == mInputLength - 2);
+ const bool isSameAsUserTypedLength = (mInputLength == mInputIndex + 1) || mLastCharExceeded;
+ if (mLastCharExceeded) {
+ ++mExcessiveCount;
+ }
+
+ // Start traversing all nodes after the index exceeds the user typed length
+ if (isSameAsUserTypedLength) {
+ startToTraverseAllNodes();
+ }
+
+ const bool needsToTryOnTerminalForTheLastPossibleExcessiveChar =
+ mExceeding && mInputIndex == mInputLength - 2;
+
+ // Finally, we are ready to go to the next character, the next "virtual node".
+ // We should advance the input index.
+ // We do this in this branch of the 'if traverseAllNodes' because we are still matching
+ // characters to input; the other branch is not matching them but searching for
+ // completions, this is why it does not have to do it.
+ incrementInputIndex();
+ // Also, the next char is one "virtual node" depth more than this char.
+ incrementOutputIndex();
+
+ if ((needsToTryOnTerminalForTheLastPossibleExcessiveChar
+ || isSameAsUserTypedLength) && isTerminal) {
+ mTerminalInputIndex = mInputIndex - 1;
+ mTerminalOutputIndex = mOutputIndex - 1;
+ if (DEBUG_CORRECTION
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == mInputLength)
+ && (MIN_OUTPUT_INDEX_FOR_DEBUG <= 0 || MIN_OUTPUT_INDEX_FOR_DEBUG < mOutputIndex)) {
+ DUMP_WORD(mWord, mOutputIndex);
+ AKLOGI("ONTERMINAL(1): %d, %d, %d, %d, %c", mProximityCount, mSkippedCount,
+ mTransposedCount, mExcessiveCount, c);
+ }
+ return ON_TERMINAL;
+ } else {
+ mTerminalInputIndex = mInputIndex - 1;
+ mTerminalOutputIndex = mOutputIndex - 1;
+ return NOT_ON_TERMINAL;
+ }
+}
+
+Correction::~Correction() {
+}
+
+inline static int getQuoteCount(const unsigned short* word, const int length) {
+ int quoteCount = 0;
+ for (int i = 0; i < length; ++i) {
+ if(word[i] == '\'') {
+ ++quoteCount;
+ }
+ }
+ return quoteCount;
+}
+
+inline static bool isUpperCase(unsigned short c) {
+ return isAsciiUpper(toBaseChar(c));
+}
+
+//////////////////////
+// RankingAlgorithm //
+//////////////////////
+
+/* static */
+int Correction::RankingAlgorithm::calculateFinalFreq(const int inputIndex, const int outputIndex,
+ const int freq, int* editDistanceTable, const Correction* correction,
+ const int inputLength) {
+ const int excessivePos = correction->getExcessivePos();
+ const int typedLetterMultiplier = correction->TYPED_LETTER_MULTIPLIER;
+ const int fullWordMultiplier = correction->FULL_WORD_MULTIPLIER;
+ const ProximityInfo *proximityInfo = correction->mProximityInfo;
+ const int skippedCount = correction->mSkippedCount;
+ const int transposedCount = correction->mTransposedCount / 2;
+ const int excessiveCount = correction->mExcessiveCount + correction->mTransposedCount % 2;
+ const int proximityMatchedCount = correction->mProximityCount;
+ const bool lastCharExceeded = correction->mLastCharExceeded;
+ const bool useFullEditDistance = correction->mUseFullEditDistance;
+ const int outputLength = outputIndex + 1;
+ if (skippedCount >= inputLength || inputLength == 0) {
+ return -1;
+ }
+
+ // TODO: find more robust way
+ bool sameLength = lastCharExceeded ? (inputLength == inputIndex + 2)
+ : (inputLength == inputIndex + 1);
+
+ // TODO: use mExcessiveCount
+ const int matchCount = inputLength - correction->mProximityCount - excessiveCount;
+
+ const unsigned short* word = correction->mWord;
+ const bool skipped = skippedCount > 0;
+
+ const int quoteDiffCount = max(0, getQuoteCount(word, outputLength)
+ - getQuoteCount(proximityInfo->getPrimaryInputWord(), inputLength));
+
+ // TODO: Calculate edit distance for transposed and excessive
+ int ed = 0;
+ if (DEBUG_DICT_FULL) {
+ dumpEditDistance10ForDebug(editDistanceTable, correction->mInputLength, outputLength);
+ }
+ int adjustedProximityMatchedCount = proximityMatchedCount;
+
+ int finalFreq = freq;
+
+ if (DEBUG_CORRECTION_FREQ
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == inputLength)) {
+ AKLOGI("FinalFreq0: %d", finalFreq);
+ }
+ // TODO: Optimize this.
+ if (transposedCount > 0 || proximityMatchedCount > 0 || skipped || excessiveCount > 0) {
+ ed = getCurrentEditDistance(editDistanceTable, correction->mInputLength, outputLength,
+ inputLength) - transposedCount;
+
+ const int matchWeight = powerIntCapped(typedLetterMultiplier,
+ max(inputLength, outputLength) - ed);
+ multiplyIntCapped(matchWeight, &finalFreq);
+
+ // TODO: Demote further if there are two or more excessive chars with longer user input?
+ if (inputLength > outputLength) {
+ multiplyRate(INPUT_EXCEEDS_OUTPUT_DEMOTION_RATE, &finalFreq);
+ }
+
+ ed = max(0, ed - quoteDiffCount);
+ adjustedProximityMatchedCount = min(max(0, ed - (outputLength - inputLength)),
+ proximityMatchedCount);
+ if (transposedCount < 1) {
+ if (ed == 1 && (inputLength == outputLength - 1 || inputLength == outputLength + 1)) {
+ // Promote a word with just one skipped or excessive char
+ if (sameLength) {
+ multiplyRate(WORDS_WITH_JUST_ONE_CORRECTION_PROMOTION_RATE
+ + WORDS_WITH_JUST_ONE_CORRECTION_PROMOTION_MULTIPLIER * outputLength,
+ &finalFreq);
+ } else {
+ multiplyIntCapped(typedLetterMultiplier, &finalFreq);
+ }
+ } else if (ed == 0) {
+ multiplyIntCapped(typedLetterMultiplier, &finalFreq);
+ sameLength = true;
+ }
+ }
+ } else {
+ const int matchWeight = powerIntCapped(typedLetterMultiplier, matchCount);
+ multiplyIntCapped(matchWeight, &finalFreq);
+ }
+
+ if (proximityInfo->getMatchedProximityId(0, word[0], true)
+ == ProximityInfo::UNRELATED_CHAR) {
+ multiplyRate(FIRST_CHAR_DIFFERENT_DEMOTION_RATE, &finalFreq);
+ }
+
+ ///////////////////////////////////////////////
+ // Promotion and Demotion for each correction
+
+ // Demotion for a word with missing character
+ if (skipped) {
+ const int demotionRate = WORDS_WITH_MISSING_CHARACTER_DEMOTION_RATE
+ * (10 * inputLength - WORDS_WITH_MISSING_CHARACTER_DEMOTION_START_POS_10X)
+ / (10 * inputLength
+ - WORDS_WITH_MISSING_CHARACTER_DEMOTION_START_POS_10X + 10);
+ if (DEBUG_DICT_FULL) {
+ AKLOGI("Demotion rate for missing character is %d.", demotionRate);
+ }
+ multiplyRate(demotionRate, &finalFreq);
+ }
+
+ // Demotion for a word with transposed character
+ if (transposedCount > 0) multiplyRate(
+ WORDS_WITH_TRANSPOSED_CHARACTERS_DEMOTION_RATE, &finalFreq);
+
+ // Demotion for a word with excessive character
+ if (excessiveCount > 0) {
+ multiplyRate(WORDS_WITH_EXCESSIVE_CHARACTER_DEMOTION_RATE, &finalFreq);
+ if (!lastCharExceeded && !proximityInfo->existsAdjacentProximityChars(excessivePos)) {
+ if (DEBUG_DICT_FULL) {
+ AKLOGI("Double excessive demotion");
+ }
+ // If an excessive character is not adjacent to the left char or the right char,
+ // we will demote this word.
+ multiplyRate(WORDS_WITH_EXCESSIVE_CHARACTER_OUT_OF_PROXIMITY_DEMOTION_RATE, &finalFreq);
+ }
+ }
+
+ const bool performTouchPositionCorrection =
+ CALIBRATE_SCORE_BY_TOUCH_COORDINATES && proximityInfo->touchPositionCorrectionEnabled()
+ && skippedCount == 0 && excessiveCount == 0 && transposedCount == 0;
+ // Score calibration by touch coordinates is being done only for pure-fat finger typing error
+ // cases.
+ int additionalProximityCount = 0;
+ // TODO: Remove this constraint.
+ if (performTouchPositionCorrection) {
+ for (int i = 0; i < outputLength; ++i) {
+ const int squaredDistance = correction->mDistances[i];
+ if (i < adjustedProximityMatchedCount) {
+ multiplyIntCapped(typedLetterMultiplier, &finalFreq);
+ }
+ if (squaredDistance >= 0) {
+ // Promote or demote the score according to the distance from the sweet spot
+ static const float A = ZERO_DISTANCE_PROMOTION_RATE / 100.0f;
+ static const float B = 1.0f;
+ static const float C = 0.5f;
+ static const float MIN = 0.3f;
+ static const float R1 = NEUTRAL_SCORE_SQUARED_RADIUS;
+ static const float R2 = HALF_SCORE_SQUARED_RADIUS;
+ const float x = (float)squaredDistance
+ / ProximityInfo::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR;
+ const float factor = max((x < R1)
+ ? (A * (R1 - x) + B * x) / R1
+ : (B * (R2 - x) + C * (x - R1)) / (R2 - R1), MIN);
+ // factor is piecewise linear function like:
+ // A -_ .
+ // ^-_ .
+ // B \ .
+ // \_ .
+ // C ------------.
+ // .
+ // 0 R1 R2 .
+ multiplyRate((int)(factor * 100), &finalFreq);
+ } else if (squaredDistance == PROXIMITY_CHAR_WITHOUT_DISTANCE_INFO) {
+ multiplyRate(WORDS_WITH_PROXIMITY_CHARACTER_DEMOTION_RATE, &finalFreq);
+ } else if (squaredDistance == ADDITIONAL_PROXIMITY_CHAR_DISTANCE_INFO) {
+ ++additionalProximityCount;
+ multiplyRate(WORDS_WITH_ADDITIONAL_PROXIMITY_CHARACTER_DEMOTION_RATE, &finalFreq);
+ }
+ }
+ } else {
+ // Demote additional proximity characters
+ for (int i = 0; i < outputLength; ++i) {
+ const int squaredDistance = correction->mDistances[i];
+ if (squaredDistance == ADDITIONAL_PROXIMITY_CHAR_DISTANCE_INFO) {
+ ++additionalProximityCount;
+ }
+ }
+ // Promotion for a word with proximity characters
+ for (int i = 0; i < adjustedProximityMatchedCount; ++i) {
+ // A word with proximity corrections
+ if (DEBUG_DICT_FULL) {
+ AKLOGI("Found a proximity correction.");
+ }
+ multiplyIntCapped(typedLetterMultiplier, &finalFreq);
+ if (i < additionalProximityCount) {
+ multiplyRate(WORDS_WITH_ADDITIONAL_PROXIMITY_CHARACTER_DEMOTION_RATE, &finalFreq);
+ } else {
+ multiplyRate(WORDS_WITH_PROXIMITY_CHARACTER_DEMOTION_RATE, &finalFreq);
+ }
+ }
+ }
+
+ // If the user types too many(three or more) proximity characters with additional proximity
+ // character,do not treat as the same length word.
+ if (sameLength && additionalProximityCount > 0 && (adjustedProximityMatchedCount >= 3
+ || transposedCount > 0 || skipped || excessiveCount > 0)) {
+ sameLength = false;
+ }
+
+ const int errorCount = adjustedProximityMatchedCount > 0
+ ? adjustedProximityMatchedCount
+ : (proximityMatchedCount + transposedCount);
+ multiplyRate(
+ 100 - CORRECTION_COUNT_RATE_DEMOTION_RATE_BASE * errorCount / inputLength, &finalFreq);
+
+ // Promotion for an exactly matched word
+ if (ed == 0) {
+ // Full exact match
+ if (sameLength && transposedCount == 0 && !skipped && excessiveCount == 0
+ && quoteDiffCount == 0 && additionalProximityCount == 0) {
+ finalFreq = capped255MultForFullMatchAccentsOrCapitalizationDifference(finalFreq);
+ }
+ }
+
+ // Promote a word with no correction
+ if (proximityMatchedCount == 0 && transposedCount == 0 && !skipped && excessiveCount == 0
+ && additionalProximityCount == 0) {
+ multiplyRate(FULL_MATCHED_WORDS_PROMOTION_RATE, &finalFreq);
+ }
+
+ // TODO: Check excessive count and transposed count
+ // TODO: Remove this if possible
+ /*
+ If the last character of the user input word is the same as the next character
+ of the output word, and also all of characters of the user input are matched
+ to the output word, we'll promote that word a bit because
+ that word can be considered the combination of skipped and matched characters.
+ This means that the 'sm' pattern wins over the 'ma' pattern.
+ e.g.)
+ shel -> shell [mmmma] or [mmmsm]
+ hel -> hello [mmmaa] or [mmsma]
+ m ... matching
+ s ... skipping
+ a ... traversing all
+ t ... transposing
+ e ... exceeding
+ p ... proximity matching
+ */
+ if (matchCount == inputLength && matchCount >= 2 && !skipped
+ && word[matchCount] == word[matchCount - 1]) {
+ multiplyRate(WORDS_WITH_MATCH_SKIP_PROMOTION_RATE, &finalFreq);
+ }
+
+ // TODO: Do not use sameLength?
+ if (sameLength) {
+ multiplyIntCapped(fullWordMultiplier, &finalFreq);
+ }
+
+ if (useFullEditDistance && outputLength > inputLength + 1) {
+ const int diff = outputLength - inputLength - 1;
+ const int divider = diff < 31 ? 1 << diff : S_INT_MAX;
+ finalFreq = divider > finalFreq ? 1 : finalFreq / divider;
+ }
+
+ if (DEBUG_DICT_FULL) {
+ AKLOGI("calc: %d, %d", outputLength, sameLength);
+ }
+
+ if (DEBUG_CORRECTION_FREQ
+ && (INPUTLENGTH_FOR_DEBUG <= 0 || INPUTLENGTH_FOR_DEBUG == inputLength)) {
+ DUMP_WORD(proximityInfo->getPrimaryInputWord(), inputLength);
+ DUMP_WORD(correction->mWord, outputLength);
+ AKLOGI("FinalFreq: [P%d, S%d, T%d, E%d, A%d] %d, %d, %d, %d, %d, %d", proximityMatchedCount,
+ skippedCount, transposedCount, excessiveCount, additionalProximityCount,
+ outputLength, lastCharExceeded, sameLength, quoteDiffCount, ed, finalFreq);
+ }
+
+ return finalFreq;
+}
+
+/* static */
+int Correction::RankingAlgorithm::calcFreqForSplitMultipleWords(
+ const int *freqArray, const int *wordLengthArray, const int wordCount,
+ const Correction* correction, const bool isSpaceProximity, const unsigned short *word) {
+ const int typedLetterMultiplier = correction->TYPED_LETTER_MULTIPLIER;
+
+ bool firstCapitalizedWordDemotion = false;
+ bool secondCapitalizedWordDemotion = false;
+
+ {
+ // TODO: Handle multiple capitalized word demotion properly
+ const int firstWordLength = wordLengthArray[0];
+ const int secondWordLength = wordLengthArray[1];
+ if (firstWordLength >= 2) {
+ firstCapitalizedWordDemotion = isUpperCase(word[0]);
+ }
+
+ if (secondWordLength >= 2) {
+ // FIXME: word[firstWordLength + 1] is incorrect.
+ secondCapitalizedWordDemotion = isUpperCase(word[firstWordLength + 1]);
+ }
+ }
+
+
+ const bool capitalizedWordDemotion =
+ firstCapitalizedWordDemotion ^ secondCapitalizedWordDemotion;
+
+ int totalLength = 0;
+ int totalFreq = 0;
+ for (int i = 0; i < wordCount; ++i){
+ const int wordLength = wordLengthArray[i];
+ if (wordLength <= 0) {
+ return 0;
+ }
+ totalLength += wordLength;
+ const int demotionRate = 100 - TWO_WORDS_CORRECTION_DEMOTION_BASE / (wordLength + 1);
+ int tempFirstFreq = freqArray[i];
+ multiplyRate(demotionRate, &tempFirstFreq);
+ totalFreq += tempFirstFreq;
+ }
+
+ if (totalLength <= 0 || totalFreq <= 0) {
+ return 0;
+ }
+
+ // TODO: Currently totalFreq is adjusted to two word metrix.
+ // Promote pairFreq with multiplying by 2, because the word length is the same as the typed
+ // length.
+ totalFreq = totalFreq * 2 / wordCount;
+ if (wordCount > 2) {
+ // Safety net for 3+ words -- Caveats: many heuristics and workarounds here.
+ int oneLengthCounter = 0;
+ int twoLengthCounter = 0;
+ for (int i = 0; i < wordCount; ++i) {
+ const int wordLength = wordLengthArray[i];
+ // TODO: Use bigram instead of this safety net
+ if (i < wordCount - 1) {
+ const int nextWordLength = wordLengthArray[i + 1];
+ if (wordLength == 1 && nextWordLength == 2) {
+ // Safety net to filter 1 length and 2 length sequential words
+ return 0;
+ }
+ }
+ const int freq = freqArray[i];
+ // Demote too short weak words
+ if (wordLength <= 4 && freq <= MAX_FREQ * 2 / 3 /* heuristic... */) {
+ multiplyRate(100 * freq / MAX_FREQ, &totalFreq);
+ }
+ if (wordLength == 1) {
+ ++oneLengthCounter;
+ } else if (wordLength == 2) {
+ ++twoLengthCounter;
+ }
+ if (oneLengthCounter >= 2 || (oneLengthCounter + twoLengthCounter) >= 4) {
+ // Safety net to filter too many short words
+ return 0;
+ }
+ }
+ multiplyRate(MULTIPLE_WORDS_DEMOTION_RATE, &totalFreq);
+ }
+
+ // This is a workaround to try offsetting the not-enough-demotion which will be done in
+ // calcNormalizedScore in Utils.java.
+ // In calcNormalizedScore the score will be demoted by (1 - 1 / length)
+ // but we demoted only (1 - 1 / (length + 1)) so we will additionally adjust freq by
+ // (1 - 1 / length) / (1 - 1 / (length + 1)) = (1 - 1 / (length * length))
+ const int normalizedScoreNotEnoughDemotionAdjustment = 100 - 100 / (totalLength * totalLength);
+ multiplyRate(normalizedScoreNotEnoughDemotionAdjustment, &totalFreq);
+
+ // At this moment, totalFreq is calculated by the following formula:
+ // (firstFreq * (1 - 1 / (firstWordLength + 1)) + secondFreq * (1 - 1 / (secondWordLength + 1)))
+ // * (1 - 1 / totalLength) / (1 - 1 / (totalLength + 1))
+
+ multiplyIntCapped(powerIntCapped(typedLetterMultiplier, totalLength), &totalFreq);
+
+ // This is another workaround to offset the demotion which will be done in
+ // calcNormalizedScore in Utils.java.
+ // In calcNormalizedScore the score will be demoted by (1 - 1 / length) so we have to promote
+ // the same amount because we already have adjusted the synthetic freq of this "missing or
+ // mistyped space" suggestion candidate above in this method.
+ const int normalizedScoreDemotionRateOffset = (100 + 100 / totalLength);
+ multiplyRate(normalizedScoreDemotionRateOffset, &totalFreq);
+
+ if (isSpaceProximity) {
+ // A word pair with one space proximity correction
+ if (DEBUG_DICT) {
+ AKLOGI("Found a word pair with space proximity correction.");
+ }
+ multiplyIntCapped(typedLetterMultiplier, &totalFreq);
+ multiplyRate(WORDS_WITH_PROXIMITY_CHARACTER_DEMOTION_RATE, &totalFreq);
+ }
+
+ if (isSpaceProximity) {
+ multiplyRate(WORDS_WITH_MISTYPED_SPACE_DEMOTION_RATE, &totalFreq);
+ } else {
+ multiplyRate(WORDS_WITH_MISSING_SPACE_CHARACTER_DEMOTION_RATE, &totalFreq);
+ }
+
+ if (capitalizedWordDemotion) {
+ multiplyRate(TWO_WORDS_CAPITALIZED_DEMOTION_RATE, &totalFreq);
+ }
+
+ if (DEBUG_CORRECTION_FREQ) {
+ AKLOGI("Multiple words (%d, %d) (%d, %d) %d, %d", freqArray[0], freqArray[1],
+ wordLengthArray[0], wordLengthArray[1], capitalizedWordDemotion, totalFreq);
+ DUMP_WORD(word, wordLengthArray[0]);
+ }
+
+ return totalFreq;
+}
+
+/* Damerau-Levenshtein distance */
+inline static int editDistanceInternal(
+ int* editDistanceTable, const unsigned short* before,
+ const int beforeLength, const unsigned short* after, const int afterLength) {
+ // dp[li][lo] dp[a][b] = dp[ a * lo + b]
+ int* dp = editDistanceTable;
+ const int li = beforeLength + 1;
+ const int lo = afterLength + 1;
+ for (int i = 0; i < li; ++i) {
+ dp[lo * i] = i;
+ }
+ for (int i = 0; i < lo; ++i) {
+ dp[i] = i;
+ }
+
+ for (int i = 0; i < li - 1; ++i) {
+ for (int j = 0; j < lo - 1; ++j) {
+ const uint32_t ci = toBaseLowerCase(before[i]);
+ const uint32_t co = toBaseLowerCase(after[j]);
+ const uint16_t cost = (ci == co) ? 0 : 1;
+ dp[(i + 1) * lo + (j + 1)] = min(dp[i * lo + (j + 1)] + 1,
+ min(dp[(i + 1) * lo + j] + 1, dp[i * lo + j] + cost));
+ if (i > 0 && j > 0 && ci == toBaseLowerCase(after[j - 1])
+ && co == toBaseLowerCase(before[i - 1])) {
+ dp[(i + 1) * lo + (j + 1)] = min(
+ dp[(i + 1) * lo + (j + 1)], dp[(i - 1) * lo + (j - 1)] + cost);
+ }
+ }
+ }
+
+ if (DEBUG_EDIT_DISTANCE) {
+ AKLOGI("IN = %d, OUT = %d", beforeLength, afterLength);
+ for (int i = 0; i < li; ++i) {
+ for (int j = 0; j < lo; ++j) {
+ AKLOGI("EDIT[%d][%d], %d", i, j, dp[i * lo + j]);
+ }
+ }
+ }
+ return dp[li * lo - 1];
+}
+
+int Correction::RankingAlgorithm::editDistance(const unsigned short* before,
+ const int beforeLength, const unsigned short* after, const int afterLength) {
+ int table[(beforeLength + 1) * (afterLength + 1)];
+ return editDistanceInternal(table, before, beforeLength, after, afterLength);
+}
+
+
+// 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.
+
+/* static */
+double Correction::RankingAlgorithm::calcNormalizedScore(const unsigned short* before,
+ const int beforeLength, const unsigned short* after, const int afterLength,
+ const int score) {
+ if (0 == beforeLength || 0 == afterLength) {
+ return 0;
+ }
+ const int distance = editDistance(before, beforeLength, after, afterLength);
+ int spaceCount = 0;
+ for (int i = 0; i < afterLength; ++i) {
+ if (after[i] == CODE_SPACE) {
+ ++spaceCount;
+ }
+ }
+
+ if (spaceCount == afterLength) {
+ return 0;
+ }
+
+ const double maxScore = score >= S_INT_MAX ? S_INT_MAX : MAX_INITIAL_SCORE
+ * pow((double)TYPED_LETTER_MULTIPLIER,
+ (double)min(beforeLength, afterLength - spaceCount)) * FULL_WORD_MULTIPLIER;
+
+ // add a weight based on edit distance.
+ // distance <= max(afterLength, beforeLength) == afterLength,
+ // so, 0 <= distance / afterLength <= 1
+ const double weight = 1.0 - (double) distance / afterLength;
+ return (score / maxScore) * weight;
+}
+
+} // namespace latinime
diff --git a/native/jni/src/correction.h b/native/jni/src/correction.h
new file mode 100644
index 0000000..ee55c96
--- /dev/null
+++ b/native/jni/src/correction.h
@@ -0,0 +1,239 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_CORRECTION_H
+#define LATINIME_CORRECTION_H
+
+#include <assert.h>
+#include <stdint.h>
+#include "correction_state.h"
+
+#include "defines.h"
+
+namespace latinime {
+
+class ProximityInfo;
+
+class Correction {
+ public:
+ typedef enum {
+ TRAVERSE_ALL_ON_TERMINAL,
+ TRAVERSE_ALL_NOT_ON_TERMINAL,
+ UNRELATED,
+ ON_TERMINAL,
+ NOT_ON_TERMINAL
+ } CorrectionType;
+
+ /////////////////////////
+ // static inline utils //
+ /////////////////////////
+
+ static const int TWO_31ST_DIV_255 = S_INT_MAX / 255;
+ static inline int capped255MultForFullMatchAccentsOrCapitalizationDifference(const int num) {
+ return (num < TWO_31ST_DIV_255 ? 255 * num : S_INT_MAX);
+ }
+
+ static const int TWO_31ST_DIV_2 = S_INT_MAX / 2;
+ inline static void multiplyIntCapped(const int multiplier, int *base) {
+ const int temp = *base;
+ if (temp != S_INT_MAX) {
+ // Branch if multiplier == 2 for the optimization
+ if (multiplier < 0) {
+ if (DEBUG_DICT) {
+ assert(false);
+ }
+ AKLOGI("--- Invalid multiplier: %d", multiplier);
+ } else if (multiplier == 0) {
+ *base = 0;
+ } else if (multiplier == 2) {
+ *base = TWO_31ST_DIV_2 >= temp ? temp << 1 : S_INT_MAX;
+ } else {
+ // TODO: This overflow check gives a wrong answer when, for example,
+ // temp = 2^16 + 1 and multiplier = 2^17 + 1.
+ // Fix this behavior.
+ const int tempRetval = temp * multiplier;
+ *base = tempRetval >= temp ? tempRetval : S_INT_MAX;
+ }
+ }
+ }
+
+ inline static int powerIntCapped(const int base, const int n) {
+ if (n <= 0) return 1;
+ if (base == 2) {
+ return n < 31 ? 1 << n : S_INT_MAX;
+ } else {
+ int ret = base;
+ for (int i = 1; i < n; ++i) multiplyIntCapped(base, &ret);
+ return ret;
+ }
+ }
+
+ inline static void multiplyRate(const int rate, int *freq) {
+ if (*freq != S_INT_MAX) {
+ if (*freq > 1000000) {
+ *freq /= 100;
+ multiplyIntCapped(rate, freq);
+ } else {
+ multiplyIntCapped(rate, freq);
+ *freq /= 100;
+ }
+ }
+ }
+
+ Correction(const int typedLetterMultiplier, const int fullWordMultiplier);
+ void initCorrection(
+ const ProximityInfo *pi, const int inputLength, const int maxWordLength);
+ void initCorrectionState(const int rootPos, const int childCount, const bool traverseAll);
+
+ // TODO: remove
+ void setCorrectionParams(const int skipPos, const int excessivePos, const int transposedPos,
+ const int spaceProximityPos, const int missingSpacePos, const bool useFullEditDistance,
+ const bool doAutoCompletion, const int maxErrors);
+ void checkState();
+ bool initProcessState(const int index);
+
+ int getInputIndex();
+
+ virtual ~Correction();
+ int getSpaceProximityPos() const {
+ return mSpaceProximityPos;
+ }
+ int getMissingSpacePos() const {
+ return mMissingSpacePos;
+ }
+
+ int getSkipPos() const {
+ return mSkipPos;
+ }
+
+ int getExcessivePos() const {
+ return mExcessivePos;
+ }
+
+ int getTransposedPos() const {
+ return mTransposedPos;
+ }
+
+ bool needsToPrune() const;
+
+ int getFreqForSplitMultipleWords(
+ const int *freqArray, const int *wordLengthArray, const int wordCount,
+ const bool isSpaceProximity, const unsigned short *word);
+ int getFinalFreq(const int freq, unsigned short **word, int* wordLength);
+ int getFinalFreqForSubQueue(const int freq, unsigned short **word, int* wordLength,
+ const int inputLength);
+
+ CorrectionType processCharAndCalcState(const int32_t c, const bool isTerminal);
+
+ /////////////////////////
+ // Tree helper methods
+ int goDownTree(const int parentIndex, const int childCount, const int firstChildPos);
+
+ inline int getTreeSiblingPos(const int index) const {
+ return mCorrectionStates[index].mSiblingPos;
+ }
+
+ inline void setTreeSiblingPos(const int index, const int pos) {
+ mCorrectionStates[index].mSiblingPos = pos;
+ }
+
+ inline int getTreeParentIndex(const int index) const {
+ return mCorrectionStates[index].mParentIndex;
+ }
+
+ class RankingAlgorithm {
+ public:
+ static int calculateFinalFreq(const int inputIndex, const int depth,
+ const int freq, int *editDistanceTable, const Correction* correction,
+ const int inputLength);
+ static int calcFreqForSplitMultipleWords(const int *freqArray, const int *wordLengthArray,
+ const int wordCount, const Correction* correction, const bool isSpaceProximity,
+ const unsigned short *word);
+ static double calcNormalizedScore(const unsigned short* before, const int beforeLength,
+ const unsigned short* after, const int afterLength, const int score);
+ static int editDistance(const unsigned short* before,
+ const int beforeLength, const unsigned short* after, const int afterLength);
+ private:
+ static const int CODE_SPACE = ' ';
+ static const int MAX_INITIAL_SCORE = 255;
+ static const int TYPED_LETTER_MULTIPLIER = 2;
+ static const int FULL_WORD_MULTIPLIER = 2;
+ };
+
+ private:
+ inline void incrementInputIndex();
+ inline void incrementOutputIndex();
+ inline void startToTraverseAllNodes();
+ inline bool isQuote(const unsigned short c);
+ inline CorrectionType processSkipChar(
+ const int32_t c, const bool isTerminal, const bool inputIndexIncremented);
+ inline CorrectionType processUnrelatedCorrectionType();
+ inline void addCharToCurrentWord(const int32_t c);
+ inline int getFinalFreqInternal(const int freq, unsigned short **word, int* wordLength,
+ const int inputLength);
+
+ const int TYPED_LETTER_MULTIPLIER;
+ const int FULL_WORD_MULTIPLIER;
+ const ProximityInfo *mProximityInfo;
+
+ bool mUseFullEditDistance;
+ bool mDoAutoCompletion;
+ int mMaxEditDistance;
+ int mMaxDepth;
+ int mInputLength;
+ int mSpaceProximityPos;
+ int mMissingSpacePos;
+ int mTerminalInputIndex;
+ int mTerminalOutputIndex;
+ int mMaxErrors;
+
+ // The following arrays are state buffer.
+ unsigned short mWord[MAX_WORD_LENGTH_INTERNAL];
+ int mDistances[MAX_WORD_LENGTH_INTERNAL];
+
+ // Edit distance calculation requires a buffer with (N+1)^2 length for the input length N.
+ // Caveat: Do not create multiple tables per thread as this table eats up RAM a lot.
+ int mEditDistanceTable[(MAX_WORD_LENGTH_INTERNAL + 1) * (MAX_WORD_LENGTH_INTERNAL + 1)];
+
+ CorrectionState mCorrectionStates[MAX_WORD_LENGTH_INTERNAL];
+
+ // The following member variables are being used as cache values of the correction state.
+ bool mNeedsToTraverseAllNodes;
+ int mOutputIndex;
+ int mInputIndex;
+
+ int mEquivalentCharCount;
+ int mProximityCount;
+ int mExcessiveCount;
+ int mTransposedCount;
+ int mSkippedCount;
+
+ int mTransposedPos;
+ int mExcessivePos;
+ int mSkipPos;
+
+ bool mLastCharExceeded;
+
+ bool mMatching;
+ bool mProximityMatching;
+ bool mAdditionalProximityMatching;
+ bool mExceeding;
+ bool mTransposing;
+ bool mSkipping;
+
+};
+} // namespace latinime
+#endif // LATINIME_CORRECTION_H
diff --git a/native/jni/src/correction_state.h b/native/jni/src/correction_state.h
new file mode 100644
index 0000000..5b2cbd3
--- /dev/null
+++ b/native/jni/src/correction_state.h
@@ -0,0 +1,84 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_CORRECTION_STATE_H
+#define LATINIME_CORRECTION_STATE_H
+
+#include <stdint.h>
+
+#include "defines.h"
+
+namespace latinime {
+
+struct CorrectionState {
+ int mParentIndex;
+ int mSiblingPos;
+ uint16_t mChildCount;
+ uint8_t mInputIndex;
+
+ uint8_t mEquivalentCharCount;
+ uint8_t mProximityCount;
+ uint8_t mTransposedCount;
+ uint8_t mExcessiveCount;
+ uint8_t mSkippedCount;
+
+ int8_t mTransposedPos;
+ int8_t mExcessivePos;
+ int8_t mSkipPos; // should be signed
+
+ // TODO: int?
+ bool mLastCharExceeded;
+
+ bool mMatching;
+ bool mTransposing;
+ bool mExceeding;
+ bool mSkipping;
+ bool mProximityMatching;
+ bool mAdditionalProximityMatching;
+
+ bool mNeedsToTraverseAllNodes;
+};
+
+inline static void initCorrectionState(CorrectionState *state, const int rootPos,
+ const uint16_t childCount, const bool traverseAll) {
+ state->mParentIndex = -1;
+ state->mChildCount = childCount;
+ state->mInputIndex = 0;
+ state->mSiblingPos = rootPos;
+ state->mNeedsToTraverseAllNodes = traverseAll;
+
+ state->mTransposedPos = -1;
+ state->mExcessivePos = -1;
+ state->mSkipPos = -1;
+
+ state->mEquivalentCharCount = 0;
+ state->mProximityCount = 0;
+ state->mTransposedCount = 0;
+ state->mExcessiveCount = 0;
+ state->mSkippedCount = 0;
+
+ state->mLastCharExceeded = false;
+
+ state->mMatching = false;
+ state->mProximityMatching = false;
+ state->mTransposing = false;
+ state->mExceeding = false;
+ state->mSkipping = false;
+ state->mAdditionalProximityMatching = false;
+}
+
+} // namespace latinime
+#endif // LATINIME_CORRECTION_STATE_H
diff --git a/native/jni/src/debug.h b/native/jni/src/debug.h
new file mode 100644
index 0000000..b13052c
--- /dev/null
+++ b/native/jni/src/debug.h
@@ -0,0 +1,72 @@
+/*
+**
+** Copyright 2011, 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.
+*/
+
+#ifndef LATINIME_DEBUG_H
+#define LATINIME_DEBUG_H
+
+#include "defines.h"
+
+static inline unsigned char* convertToUnibyteString(unsigned short* input, unsigned char* output,
+ const unsigned int length) {
+ int i = 0;
+ for (; i <= length && input[i] != 0; ++i)
+ output[i] = input[i] & 0xFF;
+ output[i] = 0;
+ return output;
+}
+
+static inline unsigned char* convertToUnibyteStringAndReplaceLastChar(unsigned short* input,
+ unsigned char* output, const unsigned int length, unsigned char c) {
+ int i = 0;
+ for (; i <= length && input[i] != 0; ++i)
+ output[i] = input[i] & 0xFF;
+ output[i-1] = c;
+ output[i] = 0;
+ return output;
+}
+
+static inline void LOGI_S16(unsigned short* string, const unsigned int length) {
+ unsigned char tmp_buffer[length];
+ convertToUnibyteString(string, tmp_buffer, length);
+ AKLOGI(">> %s", tmp_buffer);
+ // The log facility is throwing out log that comes too fast. The following
+ // is a dirty way of slowing down processing so that we can see all log.
+ // TODO : refactor this in a blocking log or something.
+ // usleep(10);
+}
+
+static inline void LOGI_S16_PLUS(unsigned short* string, const unsigned int length,
+ unsigned char c) {
+ unsigned char tmp_buffer[length+1];
+ convertToUnibyteStringAndReplaceLastChar(string, tmp_buffer, length, c);
+ AKLOGI(">> %s", tmp_buffer);
+ // Likewise
+ // usleep(10);
+}
+
+static inline void printDebug(const char* tag, int* codes, int codesSize, int MAX_PROXIMITY_CHARS) {
+ unsigned char *buf = (unsigned char*)malloc((1 + codesSize) * sizeof(*buf));
+
+ buf[codesSize] = 0;
+ while (--codesSize >= 0)
+ buf[codesSize] = (unsigned char)codes[codesSize * MAX_PROXIMITY_CHARS];
+ AKLOGI("%s, WORD = %s", tag, buf);
+
+ free(buf);
+}
+
+#endif // LATINIME_DEBUG_H
diff --git a/native/jni/src/defines.h b/native/jni/src/defines.h
new file mode 100644
index 0000000..e882c37
--- /dev/null
+++ b/native/jni/src/defines.h
@@ -0,0 +1,254 @@
+/*
+**
+** Copyright 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.
+*/
+
+#ifndef LATINIME_DEFINES_H
+#define LATINIME_DEFINES_H
+
+#if defined(FLAG_DO_PROFILE) || defined(FLAG_DBG)
+#include <cutils/log.h>
+#define AKLOGE ALOGE
+#define AKLOGI ALOGI
+
+#define DUMP_WORD(word, length) do { dumpWord(word, length); } while(0)
+
+static inline void dumpWord(const unsigned short* word, const int length) {
+ static char charBuf[50];
+
+ for (int i = 0; i < length; ++i) {
+ charBuf[i] = word[i];
+ }
+ charBuf[length] = 0;
+ AKLOGI("[ %s ]", charBuf);
+}
+
+#else
+#define AKLOGE(fmt, ...)
+#define AKLOGI(fmt, ...)
+#define DUMP_WORD(word, length)
+#endif
+
+#ifdef FLAG_DO_PROFILE
+// Profiler
+#include <time.h>
+
+#define PROF_BUF_SIZE 100
+static double profile_buf[PROF_BUF_SIZE];
+static double profile_old[PROF_BUF_SIZE];
+static unsigned int profile_counter[PROF_BUF_SIZE];
+
+#define PROF_RESET prof_reset()
+#define PROF_COUNT(prof_buf_id) ++profile_counter[prof_buf_id]
+#define PROF_OPEN do { PROF_RESET; PROF_START(PROF_BUF_SIZE - 1); } while(0)
+#define PROF_START(prof_buf_id) do { \
+ PROF_COUNT(prof_buf_id); profile_old[prof_buf_id] = (clock()); } while(0)
+#define PROF_CLOSE do { PROF_END(PROF_BUF_SIZE - 1); PROF_OUTALL; } while(0)
+#define PROF_END(prof_buf_id) profile_buf[prof_buf_id] += ((clock()) - profile_old[prof_buf_id])
+#define PROF_CLOCKOUT(prof_buf_id) \
+ AKLOGI("%s : clock is %f", __FUNCTION__, (clock() - profile_old[prof_buf_id]))
+#define PROF_OUTALL do { AKLOGI("--- %s ---", __FUNCTION__); prof_out(); } while(0)
+
+static inline void prof_reset(void) {
+ for (int i = 0; i < PROF_BUF_SIZE; ++i) {
+ profile_buf[i] = 0;
+ profile_old[i] = 0;
+ profile_counter[i] = 0;
+ }
+}
+
+static inline void prof_out(void) {
+ if (profile_counter[PROF_BUF_SIZE - 1] != 1) {
+ AKLOGI("Error: You must call PROF_OPEN before PROF_CLOSE.");
+ }
+ AKLOGI("Total time is %6.3f ms.",
+ profile_buf[PROF_BUF_SIZE - 1] * 1000 / (double)CLOCKS_PER_SEC);
+ double all = 0;
+ for (int i = 0; i < PROF_BUF_SIZE - 1; ++i) {
+ all += profile_buf[i];
+ }
+ if (all == 0) all = 1;
+ for (int i = 0; i < PROF_BUF_SIZE - 1; ++i) {
+ if (profile_buf[i] != 0) {
+ AKLOGI("(%d): Used %4.2f%%, %8.4f ms. Called %d times.",
+ i, (profile_buf[i] * 100 / all),
+ profile_buf[i] * 1000 / (double)CLOCKS_PER_SEC, profile_counter[i]);
+ }
+ }
+}
+
+#else // FLAG_DO_PROFILE
+#define PROF_BUF_SIZE 0
+#define PROF_RESET
+#define PROF_COUNT(prof_buf_id)
+#define PROF_OPEN
+#define PROF_START(prof_buf_id)
+#define PROF_CLOSE
+#define PROF_END(prof_buf_id)
+#define PROF_CLOCK_OUT(prof_buf_id)
+#define PROF_CLOCKOUT(prof_buf_id)
+#define PROF_OUTALL
+
+#endif // FLAG_DO_PROFILE
+
+#ifdef FLAG_DBG
+#include <cutils/log.h>
+#ifndef LOG_TAG
+#define LOG_TAG "LatinIME: "
+#endif
+#define DEBUG_DICT true
+#define DEBUG_DICT_FULL false
+#define DEBUG_EDIT_DISTANCE false
+#define DEBUG_SHOW_FOUND_WORD false
+#define DEBUG_NODE DEBUG_DICT_FULL
+#define DEBUG_TRACE DEBUG_DICT_FULL
+#define DEBUG_PROXIMITY_INFO false
+#define DEBUG_PROXIMITY_CHARS false
+#define DEBUG_CORRECTION false
+#define DEBUG_CORRECTION_FREQ false
+#define DEBUG_WORDS_PRIORITY_QUEUE false
+
+#else // FLAG_DBG
+
+#define DEBUG_DICT false
+#define DEBUG_DICT_FULL false
+#define DEBUG_EDIT_DISTANCE false
+#define DEBUG_SHOW_FOUND_WORD false
+#define DEBUG_NODE false
+#define DEBUG_TRACE false
+#define DEBUG_PROXIMITY_INFO false
+#define DEBUG_PROXIMITY_CHARS false
+#define DEBUG_CORRECTION false
+#define DEBUG_CORRECTION_FREQ false
+#define DEBUG_WORDS_PRIORITY_QUEUE false
+
+
+#endif // FLAG_DBG
+
+#ifndef U_SHORT_MAX
+#define U_SHORT_MAX 65535 // ((1 << 16) - 1)
+#endif
+#ifndef S_INT_MAX
+#define S_INT_MAX 2147483647 // ((1 << 31) - 1)
+#endif
+
+// Define this to use mmap() for dictionary loading. Undefine to use malloc() instead of mmap().
+// We measured and compared performance of both, and found mmap() is fairly good in terms of
+// loading time, and acceptable even for several initial lookups which involve page faults.
+#define USE_MMAP_FOR_DICTIONARY
+
+// 22-bit address = ~4MB dictionary size limit, which on average would be about 200k-300k words
+#define ADDRESS_MASK 0x3FFFFF
+
+// The bit that decides if an address follows in the next 22 bits
+#define FLAG_ADDRESS_MASK 0x40
+// The bit that decides if this is a terminal node for a word. The node could still have children,
+// if the word has other endings.
+#define FLAG_TERMINAL_MASK 0x80
+
+#define FLAG_BIGRAM_READ 0x80
+#define FLAG_BIGRAM_CHILDEXIST 0x40
+#define FLAG_BIGRAM_CONTINUED 0x80
+#define FLAG_BIGRAM_FREQ 0x7F
+
+#define DICTIONARY_VERSION_MIN 200
+#define NOT_VALID_WORD -99
+#define NOT_A_CHARACTER -1
+#define NOT_A_DISTANCE -1
+#define NOT_A_COORDINATE -1
+#define EQUIVALENT_CHAR_WITHOUT_DISTANCE_INFO -2
+#define PROXIMITY_CHAR_WITHOUT_DISTANCE_INFO -3
+#define ADDITIONAL_PROXIMITY_CHAR_DISTANCE_INFO -4
+#define NOT_AN_INDEX -1
+#define NOT_A_FREQUENCY -1
+
+#define KEYCODE_SPACE ' '
+
+#define CALIBRATE_SCORE_BY_TOUCH_COORDINATES true
+
+#define SUGGEST_WORDS_WITH_MISSING_CHARACTER true
+#define SUGGEST_WORDS_WITH_EXCESSIVE_CHARACTER true
+#define SUGGEST_WORDS_WITH_TRANSPOSED_CHARACTERS true
+#define SUGGEST_MULTIPLE_WORDS true
+
+// The following "rate"s are used as a multiplier before dividing by 100, so they are in percent.
+#define WORDS_WITH_MISSING_CHARACTER_DEMOTION_RATE 80
+#define WORDS_WITH_MISSING_CHARACTER_DEMOTION_START_POS_10X 12
+#define WORDS_WITH_MISSING_SPACE_CHARACTER_DEMOTION_RATE 58
+#define WORDS_WITH_MISTYPED_SPACE_DEMOTION_RATE 50
+#define WORDS_WITH_EXCESSIVE_CHARACTER_DEMOTION_RATE 75
+#define WORDS_WITH_EXCESSIVE_CHARACTER_OUT_OF_PROXIMITY_DEMOTION_RATE 75
+#define WORDS_WITH_TRANSPOSED_CHARACTERS_DEMOTION_RATE 70
+#define FULL_MATCHED_WORDS_PROMOTION_RATE 120
+#define WORDS_WITH_PROXIMITY_CHARACTER_DEMOTION_RATE 90
+#define WORDS_WITH_ADDITIONAL_PROXIMITY_CHARACTER_DEMOTION_RATE 70
+#define WORDS_WITH_MATCH_SKIP_PROMOTION_RATE 105
+#define WORDS_WITH_JUST_ONE_CORRECTION_PROMOTION_RATE 148
+#define WORDS_WITH_JUST_ONE_CORRECTION_PROMOTION_MULTIPLIER 3
+#define CORRECTION_COUNT_RATE_DEMOTION_RATE_BASE 45
+#define INPUT_EXCEEDS_OUTPUT_DEMOTION_RATE 70
+#define FIRST_CHAR_DIFFERENT_DEMOTION_RATE 96
+#define TWO_WORDS_CAPITALIZED_DEMOTION_RATE 50
+#define TWO_WORDS_CORRECTION_DEMOTION_BASE 80
+#define TWO_WORDS_PLUS_OTHER_ERROR_CORRECTION_DEMOTION_DIVIDER 1
+#define ZERO_DISTANCE_PROMOTION_RATE 110
+#define NEUTRAL_SCORE_SQUARED_RADIUS 8.0f
+#define HALF_SCORE_SQUARED_RADIUS 32.0f
+#define MAX_FREQ 255
+
+// This must be greater than or equal to MAX_WORD_LENGTH defined in BinaryDictionary.java
+// This is only used for the size of array. Not to be used in c functions.
+#define MAX_WORD_LENGTH_INTERNAL 48
+
+// This must be equal to ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE in KeyDetector.java
+#define ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE 2
+
+// Word limit for sub queues used in WordsPriorityQueuePool. Sub queues are temporary queues used
+// for better performance.
+// Holds up to 1 candidate for each word
+#define SUB_QUEUE_MAX_WORDS 1
+#define SUB_QUEUE_MAX_COUNT 10
+#define SUB_QUEUE_MIN_WORD_LENGTH 4
+#define MULTIPLE_WORDS_SUGGESTION_MAX_WORDS 10
+#define MULTIPLE_WORDS_DEMOTION_RATE 80
+#define MIN_INPUT_LENGTH_FOR_THREE_OR_MORE_WORDS_CORRECTION 6
+
+#define TWO_WORDS_CORRECTION_WITH_OTHER_ERROR_THRESHOLD 0.39
+#define START_TWO_WORDS_CORRECTION_THRESHOLD 0.22
+
+#define MAX_DEPTH_MULTIPLIER 3
+
+#define FIRST_WORD_INDEX 0
+
+// TODO: Reduce this constant if possible; check the maximum number of digraphs in the same
+// word in the dictionary for languages with digraphs, like German and French
+#define DEFAULT_MAX_DIGRAPH_SEARCH_DEPTH 5
+
+// Minimum suggest depth for one word for all cases except for missing space suggestions.
+#define MIN_SUGGEST_DEPTH 1
+#define MIN_USER_TYPED_LENGTH_FOR_MULTIPLE_WORD_SUGGESTION 3
+#define MIN_USER_TYPED_LENGTH_FOR_EXCESSIVE_CHARACTER_SUGGESTION 3
+
+template<typename T> inline T min(T a, T b) { return a < b ? a : b; }
+template<typename T> inline T max(T a, T b) { return a > b ? a : b; }
+
+// The ratio of neutral area radius to sweet spot radius.
+#define NEUTRAL_AREA_RADIUS_RATIO 1.3f
+
+// DEBUG
+#define INPUTLENGTH_FOR_DEBUG -1
+#define MIN_OUTPUT_INDEX_FOR_DEBUG -1
+
+#endif // LATINIME_DEFINES_H
diff --git a/native/jni/src/dictionary.cpp b/native/jni/src/dictionary.cpp
new file mode 100644
index 0000000..981a983
--- /dev/null
+++ b/native/jni/src/dictionary.cpp
@@ -0,0 +1,63 @@
+/*
+**
+** Copyright 2009, 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.
+*/
+
+#include <stdio.h>
+
+#define LOG_TAG "LatinIME: dictionary.cpp"
+
+#include "binary_format.h"
+#include "dictionary.h"
+
+namespace latinime {
+
+// TODO: Change the type of all keyCodes to uint32_t
+Dictionary::Dictionary(void *dict, int dictSize, int mmapFd, int dictBufAdjust,
+ int typedLetterMultiplier, int fullWordMultiplier,
+ int maxWordLength, int maxWords)
+ : mDict((unsigned char*) dict), mDictSize(dictSize),
+ mMmapFd(mmapFd), mDictBufAdjust(dictBufAdjust),
+ // Checks whether it has the latest dictionary or the old dictionary
+ IS_LATEST_DICT_VERSION((((unsigned char*) dict)[0] & 0xFF) >= DICTIONARY_VERSION_MIN) {
+ if (DEBUG_DICT) {
+ if (MAX_WORD_LENGTH_INTERNAL < maxWordLength) {
+ AKLOGI("Max word length (%d) is greater than %d",
+ maxWordLength, MAX_WORD_LENGTH_INTERNAL);
+ AKLOGI("IN NATIVE SUGGEST Version: %d", (mDict[0] & 0xFF));
+ }
+ }
+ mCorrection = new Correction(typedLetterMultiplier, fullWordMultiplier);
+ mWordsPriorityQueuePool = new WordsPriorityQueuePool(
+ maxWords, SUB_QUEUE_MAX_WORDS, maxWordLength);
+ const unsigned int headerSize = BinaryFormat::getHeaderSize(mDict);
+ mUnigramDictionary = new UnigramDictionary(mDict + headerSize, typedLetterMultiplier,
+ fullWordMultiplier, maxWordLength, maxWords, IS_LATEST_DICT_VERSION);
+ mBigramDictionary = new BigramDictionary(mDict + headerSize, maxWordLength,
+ IS_LATEST_DICT_VERSION, true /* hasBigram */, this);
+}
+
+Dictionary::~Dictionary() {
+ delete mCorrection;
+ delete mWordsPriorityQueuePool;
+ delete mUnigramDictionary;
+ delete mBigramDictionary;
+}
+
+bool Dictionary::isValidWord(unsigned short *word, int length) {
+ return mUnigramDictionary->isValidWord(word, length);
+}
+
+} // namespace latinime
diff --git a/native/jni/src/dictionary.h b/native/jni/src/dictionary.h
new file mode 100644
index 0000000..139d3f0
--- /dev/null
+++ b/native/jni/src/dictionary.h
@@ -0,0 +1,89 @@
+/*
+ * Copyright (C) 2009 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.
+ */
+
+#ifndef LATINIME_DICTIONARY_H
+#define LATINIME_DICTIONARY_H
+
+#include "bigram_dictionary.h"
+#include "char_utils.h"
+#include "correction.h"
+#include "defines.h"
+#include "proximity_info.h"
+#include "unigram_dictionary.h"
+#include "words_priority_queue_pool.h"
+
+namespace latinime {
+
+class Dictionary {
+ public:
+ Dictionary(void *dict, int dictSize, int mmapFd, int dictBufAdjust, int typedLetterMultipler,
+ int fullWordMultiplier, int maxWordLength, int maxWords);
+
+ int getSuggestions(ProximityInfo *proximityInfo, int *xcoordinates, int *ycoordinates,
+ int *codes, int codesSize, int flags, unsigned short *outWords, int *frequencies) {
+ return mUnigramDictionary->getSuggestions(proximityInfo, mWordsPriorityQueuePool,
+ mCorrection, xcoordinates, ycoordinates, codes,
+ codesSize, flags, outWords, frequencies);
+ }
+
+ // TODO: Call mBigramDictionary instead of mUnigramDictionary
+ int getBigrams(unsigned short *word, int length, int *codes, int codesSize,
+ unsigned short *outWords, int *frequencies, int maxWordLength, int maxBigrams) {
+ return mBigramDictionary->getBigrams(word, length, codes, codesSize, outWords, frequencies,
+ maxWordLength, maxBigrams);
+ }
+
+ bool isValidWord(unsigned short *word, int length);
+ void *getDict() { return (void *)mDict; }
+ int getDictSize() { return mDictSize; }
+ int getMmapFd() { return mMmapFd; }
+ int getDictBufAdjust() { return mDictBufAdjust; }
+ ~Dictionary();
+
+ // public static utility methods
+ // static inline methods should be defined in the header file
+ static int wideStrLen(unsigned short *str);
+
+ private:
+ bool hasBigram();
+
+ const unsigned char *mDict;
+
+ // Used only for the mmap version of dictionary loading, but we use these as dummy variables
+ // also for the malloc version.
+ const int mDictSize;
+ const int mMmapFd;
+ const int mDictBufAdjust;
+
+ const bool IS_LATEST_DICT_VERSION;
+ UnigramDictionary *mUnigramDictionary;
+ BigramDictionary *mBigramDictionary;
+ WordsPriorityQueuePool *mWordsPriorityQueuePool;
+ Correction *mCorrection;
+};
+
+// public static utility methods
+// static inline methods should be defined in the header file
+inline int Dictionary::wideStrLen(unsigned short *str) {
+ if (!str) return 0;
+ unsigned short *end = str;
+ while (*end)
+ end++;
+ return end - str;
+}
+} // namespace latinime
+
+#endif // LATINIME_DICTIONARY_H
diff --git a/native/jni/src/proximity_info.cpp b/native/jni/src/proximity_info.cpp
new file mode 100644
index 0000000..c00c4c2
--- /dev/null
+++ b/native/jni/src/proximity_info.cpp
@@ -0,0 +1,466 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#include <assert.h>
+#include <stdio.h>
+#include <string>
+
+#define LOG_TAG "LatinIME: proximity_info.cpp"
+
+#include "additional_proximity_chars.h"
+#include "dictionary.h"
+#include "proximity_info.h"
+
+namespace latinime {
+
+inline void copyOrFillZero(void *to, const void *from, size_t size) {
+ if (from) {
+ memcpy(to, from, size);
+ } else {
+ memset(to, 0, size);
+ }
+}
+
+ProximityInfo::ProximityInfo(const std::string localeStr, const int maxProximityCharsSize,
+ const int keyboardWidth, const int keyboardHeight, const int gridWidth,
+ const int gridHeight, const int mostCommonKeyWidth,
+ const int32_t *proximityCharsArray, const int keyCount, const int32_t *keyXCoordinates,
+ const int32_t *keyYCoordinates, const int32_t *keyWidths, const int32_t *keyHeights,
+ const int32_t *keyCharCodes, const float *sweetSpotCenterXs, const float *sweetSpotCenterYs,
+ const float *sweetSpotRadii)
+ : MAX_PROXIMITY_CHARS_SIZE(maxProximityCharsSize), KEYBOARD_WIDTH(keyboardWidth),
+ KEYBOARD_HEIGHT(keyboardHeight), GRID_WIDTH(gridWidth), GRID_HEIGHT(gridHeight),
+ MOST_COMMON_KEY_WIDTH_SQUARE(mostCommonKeyWidth * mostCommonKeyWidth),
+ CELL_WIDTH((keyboardWidth + gridWidth - 1) / gridWidth),
+ CELL_HEIGHT((keyboardHeight + gridHeight - 1) / gridHeight),
+ KEY_COUNT(min(keyCount, MAX_KEY_COUNT_IN_A_KEYBOARD)),
+ HAS_TOUCH_POSITION_CORRECTION_DATA(keyCount > 0 && keyXCoordinates && keyYCoordinates
+ && keyWidths && keyHeights && keyCharCodes && sweetSpotCenterXs
+ && sweetSpotCenterYs && sweetSpotRadii),
+ mLocaleStr(localeStr),
+ mInputXCoordinates(0), mInputYCoordinates(0),
+ mTouchPositionCorrectionEnabled(false) {
+ const int proximityGridLength = GRID_WIDTH * GRID_HEIGHT * MAX_PROXIMITY_CHARS_SIZE;
+ mProximityCharsArray = new int32_t[proximityGridLength];
+ mInputCodes = new int32_t[MAX_PROXIMITY_CHARS_SIZE * MAX_WORD_LENGTH_INTERNAL];
+ if (DEBUG_PROXIMITY_INFO) {
+ AKLOGI("Create proximity info array %d", proximityGridLength);
+ }
+ memcpy(mProximityCharsArray, proximityCharsArray,
+ proximityGridLength * sizeof(mProximityCharsArray[0]));
+ const int normalizedSquaredDistancesLength =
+ MAX_PROXIMITY_CHARS_SIZE * MAX_WORD_LENGTH_INTERNAL;
+ mNormalizedSquaredDistances = new int[normalizedSquaredDistancesLength];
+ for (int i = 0; i < normalizedSquaredDistancesLength; ++i) {
+ mNormalizedSquaredDistances[i] = NOT_A_DISTANCE;
+ }
+
+ copyOrFillZero(mKeyXCoordinates, keyXCoordinates, KEY_COUNT * sizeof(mKeyXCoordinates[0]));
+ copyOrFillZero(mKeyYCoordinates, keyYCoordinates, KEY_COUNT * sizeof(mKeyYCoordinates[0]));
+ copyOrFillZero(mKeyWidths, keyWidths, KEY_COUNT * sizeof(mKeyWidths[0]));
+ copyOrFillZero(mKeyHeights, keyHeights, KEY_COUNT * sizeof(mKeyHeights[0]));
+ copyOrFillZero(mKeyCharCodes, keyCharCodes, KEY_COUNT * sizeof(mKeyCharCodes[0]));
+ copyOrFillZero(mSweetSpotCenterXs, sweetSpotCenterXs,
+ KEY_COUNT * sizeof(mSweetSpotCenterXs[0]));
+ copyOrFillZero(mSweetSpotCenterYs, sweetSpotCenterYs,
+ KEY_COUNT * sizeof(mSweetSpotCenterYs[0]));
+ copyOrFillZero(mSweetSpotRadii, sweetSpotRadii, KEY_COUNT * sizeof(mSweetSpotRadii[0]));
+
+ initializeCodeToKeyIndex();
+}
+
+// Build the reversed look up table from the char code to the index in mKeyXCoordinates,
+// mKeyYCoordinates, mKeyWidths, mKeyHeights, mKeyCharCodes.
+void ProximityInfo::initializeCodeToKeyIndex() {
+ memset(mCodeToKeyIndex, -1, (MAX_CHAR_CODE + 1) * sizeof(mCodeToKeyIndex[0]));
+ for (int i = 0; i < KEY_COUNT; ++i) {
+ const int code = mKeyCharCodes[i];
+ if (0 <= code && code <= MAX_CHAR_CODE) {
+ mCodeToKeyIndex[code] = i;
+ }
+ }
+}
+
+ProximityInfo::~ProximityInfo() {
+ delete[] mNormalizedSquaredDistances;
+ delete[] mProximityCharsArray;
+ delete[] mInputCodes;
+}
+
+inline int ProximityInfo::getStartIndexFromCoordinates(const int x, const int y) const {
+ return ((y / CELL_HEIGHT) * GRID_WIDTH + (x / CELL_WIDTH))
+ * MAX_PROXIMITY_CHARS_SIZE;
+}
+
+bool ProximityInfo::hasSpaceProximity(const int x, const int y) const {
+ if (x < 0 || y < 0) {
+ if (DEBUG_DICT) {
+ AKLOGI("HasSpaceProximity: Illegal coordinates (%d, %d)", x, y);
+ assert(false);
+ }
+ return false;
+ }
+
+ const int startIndex = getStartIndexFromCoordinates(x, y);
+ if (DEBUG_PROXIMITY_INFO) {
+ AKLOGI("hasSpaceProximity: index %d, %d, %d", startIndex, x, y);
+ }
+ for (int i = 0; i < MAX_PROXIMITY_CHARS_SIZE; ++i) {
+ if (DEBUG_PROXIMITY_INFO) {
+ AKLOGI("Index: %d", mProximityCharsArray[startIndex + i]);
+ }
+ if (mProximityCharsArray[startIndex + i] == KEYCODE_SPACE) {
+ return true;
+ }
+ }
+ return false;
+}
+
+bool ProximityInfo::isOnKey(const int keyId, const int x, const int y) const {
+ if (keyId < 0) return true; // NOT_A_ID is -1, but return whenever < 0 just in case
+ const int left = mKeyXCoordinates[keyId];
+ const int top = mKeyYCoordinates[keyId];
+ const int right = left + mKeyWidths[keyId] + 1;
+ const int bottom = top + mKeyHeights[keyId];
+ return left < right && top < bottom && x >= left && x < right && y >= top && y < bottom;
+}
+
+int ProximityInfo::squaredDistanceToEdge(const int keyId, const int x, const int y) const {
+ if (keyId < 0) return true; // NOT_A_ID is -1, but return whenever < 0 just in case
+ const int left = mKeyXCoordinates[keyId];
+ const int top = mKeyYCoordinates[keyId];
+ const int right = left + mKeyWidths[keyId];
+ const int bottom = top + mKeyHeights[keyId];
+ const int edgeX = x < left ? left : (x > right ? right : x);
+ const int edgeY = y < top ? top : (y > bottom ? bottom : y);
+ const int dx = x - edgeX;
+ const int dy = y - edgeY;
+ return dx * dx + dy * dy;
+}
+
+void ProximityInfo::calculateNearbyKeyCodes(
+ const int x, const int y, const int32_t primaryKey, int *inputCodes) const {
+ int insertPos = 0;
+ inputCodes[insertPos++] = primaryKey;
+ const int startIndex = getStartIndexFromCoordinates(x, y);
+ if (startIndex >= 0) {
+ for (int i = 0; i < MAX_PROXIMITY_CHARS_SIZE; ++i) {
+ const int32_t c = mProximityCharsArray[startIndex + i];
+ if (c < KEYCODE_SPACE || c == primaryKey) {
+ continue;
+ }
+ const int keyIndex = getKeyIndex(c);
+ const bool onKey = isOnKey(keyIndex, x, y);
+ const int distance = squaredDistanceToEdge(keyIndex, x, y);
+ if (onKey || distance < MOST_COMMON_KEY_WIDTH_SQUARE) {
+ inputCodes[insertPos++] = c;
+ if (insertPos >= MAX_PROXIMITY_CHARS_SIZE) {
+ if (DEBUG_DICT) {
+ assert(false);
+ }
+ return;
+ }
+ }
+ }
+ const int additionalProximitySize =
+ AdditionalProximityChars::getAdditionalCharsSize(&mLocaleStr, primaryKey);
+ if (additionalProximitySize > 0) {
+ inputCodes[insertPos++] = ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE;
+ if (insertPos >= MAX_PROXIMITY_CHARS_SIZE) {
+ if (DEBUG_DICT) {
+ assert(false);
+ }
+ return;
+ }
+
+ const int32_t* additionalProximityChars =
+ AdditionalProximityChars::getAdditionalChars(&mLocaleStr, primaryKey);
+ for (int j = 0; j < additionalProximitySize; ++j) {
+ const int32_t ac = additionalProximityChars[j];
+ int k = 0;
+ for (; k < insertPos; ++k) {
+ if ((int)ac == inputCodes[k]) {
+ break;
+ }
+ }
+ if (k < insertPos) {
+ continue;
+ }
+ inputCodes[insertPos++] = ac;
+ if (insertPos >= MAX_PROXIMITY_CHARS_SIZE) {
+ if (DEBUG_DICT) {
+ assert(false);
+ }
+ return;
+ }
+ }
+ }
+ }
+ // Add a delimiter for the proximity characters
+ for (int i = insertPos; i < MAX_PROXIMITY_CHARS_SIZE; ++i) {
+ inputCodes[i] = NOT_A_CODE;
+ }
+}
+
+void ProximityInfo::setInputParams(const int32_t* inputCodes, const int inputLength,
+ const int* xCoordinates, const int* yCoordinates) {
+ memset(mInputCodes, 0,
+ MAX_WORD_LENGTH_INTERNAL * MAX_PROXIMITY_CHARS_SIZE * sizeof(mInputCodes[0]));
+
+ for (int i = 0; i < inputLength; ++i) {
+ const int32_t primaryKey = inputCodes[i];
+ const int x = xCoordinates[i];
+ const int y = yCoordinates[i];
+ int *proximities = &mInputCodes[i * MAX_PROXIMITY_CHARS_SIZE];
+ calculateNearbyKeyCodes(x, y, primaryKey, proximities);
+ }
+
+ if (DEBUG_PROXIMITY_CHARS) {
+ for (int i = 0; i < inputLength; ++i) {
+ AKLOGI("---");
+ for (int j = 0; j < MAX_PROXIMITY_CHARS_SIZE; ++j) {
+ int icc = mInputCodes[i * MAX_PROXIMITY_CHARS_SIZE + j];
+ int icfjc = inputCodes[i * MAX_PROXIMITY_CHARS_SIZE + j];
+ icc+= 0;
+ icfjc += 0;
+ AKLOGI("--- (%d)%c,%c", i, icc, icfjc);
+ AKLOGI("--- A<%d>,B<%d>", icc, icfjc);
+ }
+ }
+ }
+ //Keep for debug, sorry
+ //for (int i = 0; i < MAX_WORD_LENGTH_INTERNAL * MAX_PROXIMITY_CHARS_SIZE; ++i) {
+ //if (i < inputLength * MAX_PROXIMITY_CHARS_SIZE) {
+ //mInputCodes[i] = mInputCodesFromJava[i];
+ //} else {
+ // mInputCodes[i] = 0;
+ // }
+ //}
+ mInputXCoordinates = xCoordinates;
+ mInputYCoordinates = yCoordinates;
+ mTouchPositionCorrectionEnabled =
+ HAS_TOUCH_POSITION_CORRECTION_DATA && xCoordinates && yCoordinates;
+ mInputLength = inputLength;
+ for (int i = 0; i < inputLength; ++i) {
+ mPrimaryInputWord[i] = getPrimaryCharAt(i);
+ }
+ mPrimaryInputWord[inputLength] = 0;
+ if (DEBUG_PROXIMITY_CHARS) {
+ AKLOGI("--- setInputParams");
+ }
+ for (int i = 0; i < mInputLength; ++i) {
+ const int *proximityChars = getProximityCharsAt(i);
+ const int primaryKey = proximityChars[0];
+ const int x = xCoordinates[i];
+ const int y = yCoordinates[i];
+ if (DEBUG_PROXIMITY_CHARS) {
+ int a = x + y + primaryKey;
+ a += 0;
+ AKLOGI("--- Primary = %c, x = %d, y = %d", primaryKey, x, y);
+ // Keep debug code just in case
+ //int proximities[50];
+ //for (int m = 0; m < 50; ++m) {
+ //proximities[m] = 0;
+ //}
+ //calculateNearbyKeyCodes(x, y, primaryKey, proximities);
+ //for (int l = 0; l < 50 && proximities[l] > 0; ++l) {
+ //if (DEBUG_PROXIMITY_CHARS) {
+ //AKLOGI("--- native Proximity (%d) = %c", l, proximities[l]);
+ //}
+ //}
+ }
+ for (int j = 0; j < MAX_PROXIMITY_CHARS_SIZE && proximityChars[j] > 0; ++j) {
+ const int currentChar = proximityChars[j];
+ const float squaredDistance = hasInputCoordinates()
+ ? calculateNormalizedSquaredDistance(getKeyIndex(currentChar), i)
+ : NOT_A_DISTANCE_FLOAT;
+ if (squaredDistance >= 0.0f) {
+ mNormalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] =
+ (int)(squaredDistance * NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR);
+ } else {
+ mNormalizedSquaredDistances[i * MAX_PROXIMITY_CHARS_SIZE + j] = (j == 0)
+ ? EQUIVALENT_CHAR_WITHOUT_DISTANCE_INFO
+ : PROXIMITY_CHAR_WITHOUT_DISTANCE_INFO;
+ }
+ if (DEBUG_PROXIMITY_CHARS) {
+ AKLOGI("--- Proximity (%d) = %c", j, currentChar);
+ }
+ }
+ }
+}
+
+inline float square(const float x) { return x * x; }
+
+float ProximityInfo::calculateNormalizedSquaredDistance(
+ const int keyIndex, const int inputIndex) const {
+ if (keyIndex == NOT_AN_INDEX) {
+ return NOT_A_DISTANCE_FLOAT;
+ }
+ if (!hasSweetSpotData(keyIndex)) {
+ return NOT_A_DISTANCE_FLOAT;
+ }
+ if (NOT_A_COORDINATE == mInputXCoordinates[inputIndex]) {
+ return NOT_A_DISTANCE_FLOAT;
+ }
+ const float squaredDistance = calculateSquaredDistanceFromSweetSpotCenter(keyIndex, inputIndex);
+ const float squaredRadius = square(mSweetSpotRadii[keyIndex]);
+ return squaredDistance / squaredRadius;
+}
+
+bool ProximityInfo::hasInputCoordinates() const {
+ return mInputXCoordinates && mInputYCoordinates;
+}
+
+int ProximityInfo::getKeyIndex(const int c) const {
+ if (KEY_COUNT == 0) {
+ // We do not have the coordinate data
+ return NOT_AN_INDEX;
+ }
+ const unsigned short baseLowerC = toBaseLowerCase(c);
+ if (baseLowerC > MAX_CHAR_CODE) {
+ return NOT_AN_INDEX;
+ }
+ return mCodeToKeyIndex[baseLowerC];
+}
+
+float ProximityInfo::calculateSquaredDistanceFromSweetSpotCenter(
+ const int keyIndex, const int inputIndex) const {
+ const float sweetSpotCenterX = mSweetSpotCenterXs[keyIndex];
+ const float sweetSpotCenterY = mSweetSpotCenterYs[keyIndex];
+ const float inputX = (float)mInputXCoordinates[inputIndex];
+ const float inputY = (float)mInputYCoordinates[inputIndex];
+ return square(inputX - sweetSpotCenterX) + square(inputY - sweetSpotCenterY);
+}
+
+inline const int* ProximityInfo::getProximityCharsAt(const int index) const {
+ return mInputCodes + (index * MAX_PROXIMITY_CHARS_SIZE);
+}
+
+unsigned short ProximityInfo::getPrimaryCharAt(const int index) const {
+ return getProximityCharsAt(index)[0];
+}
+
+inline bool ProximityInfo::existsCharInProximityAt(const int index, const int c) const {
+ const int *chars = getProximityCharsAt(index);
+ int i = 0;
+ while (chars[i] > 0 && i < MAX_PROXIMITY_CHARS_SIZE) {
+ if (chars[i++] == c) {
+ return true;
+ }
+ }
+ return false;
+}
+
+bool ProximityInfo::existsAdjacentProximityChars(const int index) const {
+ if (index < 0 || index >= mInputLength) return false;
+ const int currentChar = getPrimaryCharAt(index);
+ const int leftIndex = index - 1;
+ if (leftIndex >= 0 && existsCharInProximityAt(leftIndex, currentChar)) {
+ return true;
+ }
+ const int rightIndex = index + 1;
+ if (rightIndex < mInputLength && existsCharInProximityAt(rightIndex, currentChar)) {
+ return true;
+ }
+ return false;
+}
+
+// In the following function, c is the current character of the dictionary word
+// currently examined.
+// currentChars is an array containing the keys close to the character the
+// user actually typed at the same position. We want to see if c is in it: if so,
+// then the word contains at that position a character close to what the user
+// typed.
+// What the user typed is actually the first character of the array.
+// proximityIndex is a pointer to the variable where getMatchedProximityId returns
+// the index of c in the proximity chars of the input index.
+// Notice : accented characters do not have a proximity list, so they are alone
+// in their list. The non-accented version of the character should be considered
+// "close", but not the other keys close to the non-accented version.
+ProximityInfo::ProximityType ProximityInfo::getMatchedProximityId(const int index,
+ const unsigned short c, const bool checkProximityChars, int *proximityIndex) const {
+ const int *currentChars = getProximityCharsAt(index);
+ const int firstChar = currentChars[0];
+ const unsigned short baseLowerC = toBaseLowerCase(c);
+
+ // The first char in the array is what user typed. If it matches right away,
+ // that means the user typed that same char for this pos.
+ if (firstChar == baseLowerC || firstChar == c) {
+ return EQUIVALENT_CHAR;
+ }
+
+ if (!checkProximityChars) return UNRELATED_CHAR;
+
+ // If the non-accented, lowercased version of that first character matches c,
+ // then we have a non-accented version of the accented character the user
+ // typed. Treat it as a close char.
+ if (toBaseLowerCase(firstChar) == baseLowerC)
+ return NEAR_PROXIMITY_CHAR;
+
+ // Not an exact nor an accent-alike match: search the list of close keys
+ int j = 1;
+ while (j < MAX_PROXIMITY_CHARS_SIZE
+ && currentChars[j] > ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
+ const bool matched = (currentChars[j] == baseLowerC || currentChars[j] == c);
+ if (matched) {
+ if (proximityIndex) {
+ *proximityIndex = j;
+ }
+ return NEAR_PROXIMITY_CHAR;
+ }
+ ++j;
+ }
+ if (j < MAX_PROXIMITY_CHARS_SIZE
+ && currentChars[j] == ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
+ ++j;
+ while (j < MAX_PROXIMITY_CHARS_SIZE
+ && currentChars[j] > ADDITIONAL_PROXIMITY_CHAR_DELIMITER_CODE) {
+ const bool matched = (currentChars[j] == baseLowerC || currentChars[j] == c);
+ if (matched) {
+ if (proximityIndex) {
+ *proximityIndex = j;
+ }
+ return ADDITIONAL_PROXIMITY_CHAR;
+ }
+ ++j;
+ }
+ }
+
+ // Was not included, signal this as an unrelated character.
+ return UNRELATED_CHAR;
+}
+
+bool ProximityInfo::sameAsTyped(const unsigned short *word, int length) const {
+ if (length != mInputLength) {
+ return false;
+ }
+ const int *inputCodes = mInputCodes;
+ while (length--) {
+ if ((unsigned int) *inputCodes != (unsigned int) *word) {
+ return false;
+ }
+ inputCodes += MAX_PROXIMITY_CHARS_SIZE;
+ word++;
+ }
+ return true;
+}
+
+const int ProximityInfo::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
+const int ProximityInfo::NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR;
+const int ProximityInfo::MAX_KEY_COUNT_IN_A_KEYBOARD;
+const int ProximityInfo::MAX_CHAR_CODE;
+
+} // namespace latinime
diff --git a/native/jni/src/proximity_info.h b/native/jni/src/proximity_info.h
new file mode 100644
index 0000000..c1eefea
--- /dev/null
+++ b/native/jni/src/proximity_info.h
@@ -0,0 +1,134 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_PROXIMITY_INFO_H
+#define LATINIME_PROXIMITY_INFO_H
+
+#include <stdint.h>
+#include <string>
+
+#include "defines.h"
+
+namespace latinime {
+
+class Correction;
+
+class ProximityInfo {
+ public:
+ static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2 = 10;
+ static const int NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR =
+ 1 << NORMALIZED_SQUARED_DISTANCE_SCALING_FACTOR_LOG_2;
+
+ // Used as a return value for character comparison
+ typedef enum {
+ // Same char, possibly with different case or accent
+ EQUIVALENT_CHAR,
+ // It is a char located nearby on the keyboard
+ NEAR_PROXIMITY_CHAR,
+ // It is an unrelated char
+ UNRELATED_CHAR,
+ // Additional proximity char which can differ by language.
+ ADDITIONAL_PROXIMITY_CHAR
+ } ProximityType;
+
+ ProximityInfo(const std::string localeStr, const int maxProximityCharsSize,
+ const int keyboardWidth, const int keybaordHeight, const int gridWidth,
+ const int gridHeight, const int mostCommonkeyWidth,
+ const int32_t *proximityCharsArray, const int keyCount, const int32_t *keyXCoordinates,
+ const int32_t *keyYCoordinates, const int32_t *keyWidths, const int32_t *keyHeights,
+ const int32_t *keyCharCodes, const float *sweetSpotCenterXs,
+ const float *sweetSpotCenterYs, const float *sweetSpotRadii);
+ ~ProximityInfo();
+ bool hasSpaceProximity(const int x, const int y) const;
+ void setInputParams(const int32_t *inputCodes, const int inputLength,
+ const int *xCoordinates, const int *yCoordinates);
+ const int* getProximityCharsAt(const int index) const;
+ unsigned short getPrimaryCharAt(const int index) const;
+ bool existsCharInProximityAt(const int index, const int c) const;
+ bool existsAdjacentProximityChars(const int index) const;
+ ProximityType getMatchedProximityId(const int index, const unsigned short c,
+ const bool checkProximityChars, int *proximityIndex = 0) const;
+ int getNormalizedSquaredDistance(const int inputIndex, const int proximityIndex) const {
+ return mNormalizedSquaredDistances[inputIndex * MAX_PROXIMITY_CHARS_SIZE + proximityIndex];
+ }
+ bool sameAsTyped(const unsigned short *word, int length) const;
+ const unsigned short* getPrimaryInputWord() const {
+ return mPrimaryInputWord;
+ }
+ bool touchPositionCorrectionEnabled() const {
+ return mTouchPositionCorrectionEnabled;
+ }
+
+ private:
+ // The max number of the keys in one keyboard layout
+ static const int MAX_KEY_COUNT_IN_A_KEYBOARD = 64;
+ // The upper limit of the char code in mCodeToKeyIndex
+ static const int MAX_CHAR_CODE = 127;
+ static const float NOT_A_DISTANCE_FLOAT = -1.0f;
+ static const int NOT_A_CODE = -1;
+
+ int getStartIndexFromCoordinates(const int x, const int y) const;
+ void initializeCodeToKeyIndex();
+ float calculateNormalizedSquaredDistance(const int keyIndex, const int inputIndex) const;
+ float calculateSquaredDistanceFromSweetSpotCenter(
+ const int keyIndex, const int inputIndex) const;
+ bool hasInputCoordinates() const;
+ int getKeyIndex(const int c) const;
+ bool hasSweetSpotData(const int keyIndex) const {
+ // When there are no calibration data for a key,
+ // the radius of the key is assigned to zero.
+ return mSweetSpotRadii[keyIndex] > 0.0;
+ }
+ bool isOnKey(const int keyId, const int x, const int y) const;
+ int squaredDistanceToEdge(const int keyId, const int x, const int y) const;
+ void calculateNearbyKeyCodes(
+ const int x, const int y, const int32_t primaryKey, int *inputCodes) const;
+
+ const int MAX_PROXIMITY_CHARS_SIZE;
+ const int KEYBOARD_WIDTH;
+ const int KEYBOARD_HEIGHT;
+ const int GRID_WIDTH;
+ const int GRID_HEIGHT;
+ const int MOST_COMMON_KEY_WIDTH_SQUARE;
+ const int CELL_WIDTH;
+ const int CELL_HEIGHT;
+ const int KEY_COUNT;
+ const bool HAS_TOUCH_POSITION_CORRECTION_DATA;
+ const std::string mLocaleStr;
+ // TODO: remove this
+ const int *mInputCodesFromJava;
+ int32_t *mInputCodes;
+ const int *mInputXCoordinates;
+ const int *mInputYCoordinates;
+ bool mTouchPositionCorrectionEnabled;
+ int32_t *mProximityCharsArray;
+ int *mNormalizedSquaredDistances;
+ int32_t mKeyXCoordinates[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ int32_t mKeyYCoordinates[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ int32_t mKeyWidths[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ int32_t mKeyHeights[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ int32_t mKeyCharCodes[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ float mSweetSpotCenterXs[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ float mSweetSpotCenterYs[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ float mSweetSpotRadii[MAX_KEY_COUNT_IN_A_KEYBOARD];
+ int mInputLength;
+ unsigned short mPrimaryInputWord[MAX_WORD_LENGTH_INTERNAL];
+ int mCodeToKeyIndex[MAX_CHAR_CODE + 1];
+};
+
+} // namespace latinime
+
+#endif // LATINIME_PROXIMITY_INFO_H
diff --git a/native/jni/src/terminal_attributes.h b/native/jni/src/terminal_attributes.h
new file mode 100644
index 0000000..1f98159
--- /dev/null
+++ b/native/jni/src/terminal_attributes.h
@@ -0,0 +1,78 @@
+/*
+ * 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.
+ */
+
+#ifndef LATINIME_TERMINAL_ATTRIBUTES_H
+#define LATINIME_TERMINAL_ATTRIBUTES_H
+
+#include "unigram_dictionary.h"
+
+namespace latinime {
+
+/**
+ * This class encapsulates information about a terminal that allows to
+ * retrieve local node attributes like the list of shortcuts without
+ * exposing the format structure to the client.
+ */
+class TerminalAttributes {
+ public:
+ class ShortcutIterator {
+ const uint8_t* const mDict;
+ bool mHasNextShortcutTarget;
+ int mPos;
+
+ public:
+ ShortcutIterator(const uint8_t* dict, const int pos, const uint8_t flags) : mDict(dict),
+ mPos(pos) {
+ mHasNextShortcutTarget = (0 != (flags & UnigramDictionary::FLAG_HAS_SHORTCUT_TARGETS));
+ }
+
+ inline bool hasNextShortcutTarget() const {
+ return mHasNextShortcutTarget;
+ }
+
+ // Gets the shortcut target itself as a uint16_t string. For parameters and return value
+ // see BinaryFormat::getWordAtAddress.
+ inline int getNextShortcutTarget(const int maxDepth, uint16_t* outWord) {
+ const int shortcutFlags = BinaryFormat::getFlagsAndForwardPointer(mDict, &mPos);
+ mHasNextShortcutTarget =
+ 0 != (shortcutFlags & UnigramDictionary::FLAG_ATTRIBUTE_HAS_NEXT);
+ int shortcutAddress =
+ BinaryFormat::getAttributeAddressAndForwardPointer(mDict, shortcutFlags, &mPos);
+ return BinaryFormat::getWordAtAddress(mDict, shortcutAddress, maxDepth, outWord);
+ }
+ };
+
+ private:
+ const uint8_t* const mDict;
+ const uint8_t mFlags;
+ const int mStartPos;
+
+ public:
+ TerminalAttributes(const uint8_t* const dict, const uint8_t flags, const int pos) :
+ mDict(dict), mFlags(flags), mStartPos(pos) {
+ }
+
+ inline bool isShortcutOnly() const {
+ return 0 != (mFlags & UnigramDictionary::FLAG_IS_SHORTCUT_ONLY);
+ }
+
+ inline ShortcutIterator getShortcutIterator() const {
+ return ShortcutIterator(mDict, mStartPos, mFlags);
+ }
+};
+} // namespace latinime
+
+#endif // LATINIME_TERMINAL_ATTRIBUTES_H
diff --git a/native/jni/src/unigram_dictionary.cpp b/native/jni/src/unigram_dictionary.cpp
new file mode 100644
index 0000000..ed4c066
--- /dev/null
+++ b/native/jni/src/unigram_dictionary.cpp
@@ -0,0 +1,894 @@
+/*
+**
+** Copyright 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.
+*/
+
+#include <assert.h>
+#include <string.h>
+
+#define LOG_TAG "LatinIME: unigram_dictionary.cpp"
+
+#include "char_utils.h"
+#include "dictionary.h"
+#include "unigram_dictionary.h"
+
+#include "binary_format.h"
+#include "terminal_attributes.h"
+
+namespace latinime {
+
+const UnigramDictionary::digraph_t UnigramDictionary::GERMAN_UMLAUT_DIGRAPHS[] =
+ { { 'a', 'e', 0x00E4 }, // U+00E4 : LATIN SMALL LETTER A WITH DIAERESIS
+ { 'o', 'e', 0x00F6 }, // U+00F6 : LATIN SMALL LETTER O WITH DIAERESIS
+ { 'u', 'e', 0x00FC } }; // U+00FC : LATIN SMALL LETTER U WITH DIAERESIS
+
+const UnigramDictionary::digraph_t UnigramDictionary::FRENCH_LIGATURES_DIGRAPHS[] =
+ { { 'a', 'e', 0x00E6 }, // U+00E6 : LATIN SMALL LETTER AE
+ { 'o', 'e', 0x0153 } }; // U+0153 : LATIN SMALL LIGATURE OE
+
+// TODO: check the header
+UnigramDictionary::UnigramDictionary(const uint8_t* const streamStart, int typedLetterMultiplier,
+ int fullWordMultiplier, int maxWordLength, int maxWords,
+ const bool isLatestDictVersion)
+ : DICT_ROOT(streamStart), MAX_WORD_LENGTH(maxWordLength), MAX_WORDS(maxWords),
+ IS_LATEST_DICT_VERSION(isLatestDictVersion),
+ TYPED_LETTER_MULTIPLIER(typedLetterMultiplier), FULL_WORD_MULTIPLIER(fullWordMultiplier),
+ // TODO : remove this variable.
+ ROOT_POS(0),
+ BYTES_IN_ONE_CHAR(sizeof(int)),
+ MAX_DIGRAPH_SEARCH_DEPTH(DEFAULT_MAX_DIGRAPH_SEARCH_DEPTH) {
+ if (DEBUG_DICT) {
+ AKLOGI("UnigramDictionary - constructor");
+ }
+}
+
+UnigramDictionary::~UnigramDictionary() {
+}
+
+static inline unsigned int getCodesBufferSize(const int *codes, const int codesSize) {
+ return sizeof(*codes) * codesSize;
+}
+
+// TODO: This needs to take a const unsigned short* and not tinker with its contents
+static inline void addWord(
+ unsigned short *word, int length, int frequency, WordsPriorityQueue *queue) {
+ queue->push(frequency, word, length);
+}
+
+// Return the replacement code point for a digraph, or 0 if none.
+int UnigramDictionary::getDigraphReplacement(const int *codes, const int i, const int codesSize,
+ const digraph_t* const digraphs, const unsigned int digraphsSize) const {
+
+ // There can't be a digraph if we don't have at least 2 characters to examine
+ if (i + 2 > codesSize) return false;
+
+ // Search for the first char of some digraph
+ int lastDigraphIndex = -1;
+ const int thisChar = codes[i];
+ for (lastDigraphIndex = digraphsSize - 1; lastDigraphIndex >= 0; --lastDigraphIndex) {
+ if (thisChar == digraphs[lastDigraphIndex].first) break;
+ }
+ // No match: return early
+ if (lastDigraphIndex < 0) return 0;
+
+ // It's an interesting digraph if the second char matches too.
+ if (digraphs[lastDigraphIndex].second == codes[i + 1]) {
+ return digraphs[lastDigraphIndex].replacement;
+ } else {
+ return 0;
+ }
+}
+
+// Mostly the same arguments as the non-recursive version, except:
+// codes is the original value. It points to the start of the work buffer, and gets passed as is.
+// codesSize is the size of the user input (thus, it is the size of codesSrc).
+// codesDest is the current point in the work buffer.
+// codesSrc is the current point in the user-input, original, content-unmodified buffer.
+// codesRemain is the remaining size in codesSrc.
+void UnigramDictionary::getWordWithDigraphSuggestionsRec(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codesBuffer,
+ int *xCoordinatesBuffer, int *yCoordinatesBuffer,
+ const int codesBufferSize, const int flags, const int *codesSrc,
+ const int codesRemain, const int currentDepth, int *codesDest, Correction *correction,
+ WordsPriorityQueuePool *queuePool,
+ const digraph_t* const digraphs, const unsigned int digraphsSize) {
+
+ const int startIndex = codesDest - codesBuffer;
+ if (currentDepth < MAX_DIGRAPH_SEARCH_DEPTH) {
+ for (int i = 0; i < codesRemain; ++i) {
+ xCoordinatesBuffer[startIndex + i] = xcoordinates[codesBufferSize - codesRemain + i];
+ yCoordinatesBuffer[startIndex + i] = ycoordinates[codesBufferSize - codesRemain + i];
+ const int replacementCodePoint =
+ getDigraphReplacement(codesSrc, i, codesRemain, digraphs, digraphsSize);
+ if (0 != replacementCodePoint) {
+ // Found a digraph. We will try both spellings. eg. the word is "pruefen"
+
+ // Copy the word up to the first char of the digraph, including proximity chars,
+ // and overwrite the primary code with the replacement code point. Then, continue
+ // processing on the remaining part of the word, skipping the second char of the
+ // digraph.
+ // In our example, copy "pru", replace "u" with the version with the diaeresis and
+ // continue running on "fen".
+ // Make i the index of the second char of the digraph for simplicity. Forgetting
+ // to do that results in an infinite recursion so take care!
+ ++i;
+ memcpy(codesDest, codesSrc, i * BYTES_IN_ONE_CHAR);
+ codesDest[(i - 1) * (BYTES_IN_ONE_CHAR / sizeof(codesDest[0]))] =
+ replacementCodePoint;
+ getWordWithDigraphSuggestionsRec(proximityInfo, xcoordinates, ycoordinates,
+ codesBuffer, xCoordinatesBuffer, yCoordinatesBuffer, codesBufferSize, flags,
+ codesSrc + i + 1, codesRemain - i - 1,
+ currentDepth + 1, codesDest + i, correction,
+ queuePool, digraphs, digraphsSize);
+
+ // Copy the second char of the digraph in place, then continue processing on
+ // the remaining part of the word.
+ // In our example, after "pru" in the buffer copy the "e", and continue on "fen"
+ memcpy(codesDest + i, codesSrc + i, BYTES_IN_ONE_CHAR);
+ getWordWithDigraphSuggestionsRec(proximityInfo, xcoordinates, ycoordinates,
+ codesBuffer, xCoordinatesBuffer, yCoordinatesBuffer, codesBufferSize, flags,
+ codesSrc + i, codesRemain - i, currentDepth + 1,
+ codesDest + i, correction, queuePool,
+ digraphs, digraphsSize);
+ return;
+ }
+ }
+ }
+
+ // If we come here, we hit the end of the word: let's check it against the dictionary.
+ // In our example, we'll come here once for "prufen" and then once for "pruefen".
+ // If the word contains several digraphs, we'll come it for the product of them.
+ // eg. if the word is "ueberpruefen" we'll test, in order, against
+ // "uberprufen", "uberpruefen", "ueberprufen", "ueberpruefen".
+ const unsigned int remainingBytes = BYTES_IN_ONE_CHAR * codesRemain;
+ if (0 != remainingBytes) {
+ memcpy(codesDest, codesSrc, remainingBytes);
+ memcpy(&xCoordinatesBuffer[startIndex], &xcoordinates[codesBufferSize - codesRemain],
+ sizeof(int) * codesRemain);
+ memcpy(&yCoordinatesBuffer[startIndex], &ycoordinates[codesBufferSize - codesRemain],
+ sizeof(int) * codesRemain);
+ }
+
+ getWordSuggestions(proximityInfo, xCoordinatesBuffer, yCoordinatesBuffer, codesBuffer,
+ startIndex + codesRemain, flags, correction,
+ queuePool);
+}
+
+int UnigramDictionary::getSuggestions(ProximityInfo *proximityInfo,
+ WordsPriorityQueuePool *queuePool, Correction *correction, const int *xcoordinates,
+ const int *ycoordinates, const int *codes, const int codesSize, const int flags,
+ unsigned short *outWords, int *frequencies) {
+
+ queuePool->clearAll();
+ Correction* masterCorrection = correction;
+ if (REQUIRES_GERMAN_UMLAUT_PROCESSING & flags)
+ { // Incrementally tune the word and try all possibilities
+ int codesBuffer[getCodesBufferSize(codes, codesSize)];
+ int xCoordinatesBuffer[codesSize];
+ int yCoordinatesBuffer[codesSize];
+ getWordWithDigraphSuggestionsRec(proximityInfo, xcoordinates, ycoordinates, codesBuffer,
+ xCoordinatesBuffer, yCoordinatesBuffer,
+ codesSize, flags, codes, codesSize, 0, codesBuffer, masterCorrection, queuePool,
+ GERMAN_UMLAUT_DIGRAPHS,
+ sizeof(GERMAN_UMLAUT_DIGRAPHS) / sizeof(GERMAN_UMLAUT_DIGRAPHS[0]));
+ } else if (REQUIRES_FRENCH_LIGATURES_PROCESSING & flags) {
+ int codesBuffer[getCodesBufferSize(codes, codesSize)];
+ int xCoordinatesBuffer[codesSize];
+ int yCoordinatesBuffer[codesSize];
+ getWordWithDigraphSuggestionsRec(proximityInfo, xcoordinates, ycoordinates, codesBuffer,
+ xCoordinatesBuffer, yCoordinatesBuffer,
+ codesSize, flags, codes, codesSize, 0, codesBuffer, masterCorrection, queuePool,
+ FRENCH_LIGATURES_DIGRAPHS,
+ sizeof(FRENCH_LIGATURES_DIGRAPHS) / sizeof(FRENCH_LIGATURES_DIGRAPHS[0]));
+ } else { // Normal processing
+ getWordSuggestions(proximityInfo, xcoordinates, ycoordinates, codes, codesSize, flags,
+ masterCorrection, queuePool);
+ }
+
+ PROF_START(20);
+ if (DEBUG_DICT) {
+ double ns = queuePool->getMasterQueue()->getHighestNormalizedScore(
+ proximityInfo->getPrimaryInputWord(), codesSize, 0, 0, 0);
+ ns += 0;
+ AKLOGI("Max normalized score = %f", ns);
+ }
+ const int suggestedWordsCount =
+ queuePool->getMasterQueue()->outputSuggestions(frequencies, outWords);
+
+ if (DEBUG_DICT) {
+ double ns = queuePool->getMasterQueue()->getHighestNormalizedScore(
+ proximityInfo->getPrimaryInputWord(), codesSize, 0, 0, 0);
+ ns += 0;
+ AKLOGI("Returning %d words", suggestedWordsCount);
+ /// Print the returned words
+ for (int j = 0; j < suggestedWordsCount; ++j) {
+ short unsigned int* w = outWords + j * MAX_WORD_LENGTH;
+ char s[MAX_WORD_LENGTH];
+ for (int i = 0; i <= MAX_WORD_LENGTH; i++) s[i] = w[i];
+ AKLOGI("%s %i", s, frequencies[j]);
+ }
+ }
+ PROF_END(20);
+ PROF_CLOSE;
+ return suggestedWordsCount;
+}
+
+void UnigramDictionary::getWordSuggestions(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const int inputLength, const int flags, Correction *correction,
+ WordsPriorityQueuePool *queuePool) {
+
+ PROF_OPEN;
+ PROF_START(0);
+ PROF_END(0);
+
+ PROF_START(1);
+ const bool useFullEditDistance = USE_FULL_EDIT_DISTANCE & flags;
+ getOneWordSuggestions(proximityInfo, xcoordinates, ycoordinates, codes, useFullEditDistance,
+ inputLength, correction, queuePool);
+ PROF_END(1);
+
+ PROF_START(2);
+ // Note: This line is intentionally left blank
+ PROF_END(2);
+
+ PROF_START(3);
+ // Note: This line is intentionally left blank
+ PROF_END(3);
+
+ PROF_START(4);
+ bool hasAutoCorrectionCandidate = false;
+ WordsPriorityQueue* masterQueue = queuePool->getMasterQueue();
+ if (masterQueue->size() > 0) {
+ double nsForMaster = masterQueue->getHighestNormalizedScore(
+ proximityInfo->getPrimaryInputWord(), inputLength, 0, 0, 0);
+ hasAutoCorrectionCandidate = (nsForMaster > START_TWO_WORDS_CORRECTION_THRESHOLD);
+ }
+ PROF_END(4);
+
+ PROF_START(5);
+ // Multiple word suggestions
+ if (SUGGEST_MULTIPLE_WORDS
+ && inputLength >= MIN_USER_TYPED_LENGTH_FOR_MULTIPLE_WORD_SUGGESTION) {
+ getSplitMultipleWordsSuggestions(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, inputLength, correction, queuePool,
+ hasAutoCorrectionCandidate);
+ }
+ PROF_END(5);
+
+ PROF_START(6);
+ // Note: This line is intentionally left blank
+ PROF_END(6);
+
+ if (DEBUG_DICT) {
+ queuePool->dumpSubQueue1TopSuggestions();
+ for (int i = 0; i < SUB_QUEUE_MAX_COUNT; ++i) {
+ WordsPriorityQueue* queue = queuePool->getSubQueue(FIRST_WORD_INDEX, i);
+ if (queue->size() > 0) {
+ WordsPriorityQueue::SuggestedWord* sw = queue->top();
+ const int score = sw->mScore;
+ const unsigned short* word = sw->mWord;
+ const int wordLength = sw->mWordLength;
+ double ns = Correction::RankingAlgorithm::calcNormalizedScore(
+ proximityInfo->getPrimaryInputWord(), i, word, wordLength, score);
+ ns += 0;
+ AKLOGI("--- TOP SUB WORDS for %d --- %d %f [%d]", i, score, ns,
+ (ns > TWO_WORDS_CORRECTION_WITH_OTHER_ERROR_THRESHOLD));
+ DUMP_WORD(proximityInfo->getPrimaryInputWord(), i);
+ DUMP_WORD(word, wordLength);
+ }
+ }
+ }
+}
+
+void UnigramDictionary::initSuggestions(ProximityInfo *proximityInfo, const int *xCoordinates,
+ const int *yCoordinates, const int *codes, const int inputLength, Correction *correction) {
+ if (DEBUG_DICT) {
+ AKLOGI("initSuggest");
+ }
+ proximityInfo->setInputParams(codes, inputLength, xCoordinates, yCoordinates);
+ const int maxDepth = min(inputLength * MAX_DEPTH_MULTIPLIER, MAX_WORD_LENGTH);
+ correction->initCorrection(proximityInfo, inputLength, maxDepth);
+}
+
+static const char QUOTE = '\'';
+static const char SPACE = ' ';
+
+void UnigramDictionary::getOneWordSuggestions(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const bool useFullEditDistance, const int inputLength, Correction *correction,
+ WordsPriorityQueuePool *queuePool) {
+ initSuggestions(proximityInfo, xcoordinates, ycoordinates, codes, inputLength, correction);
+ getSuggestionCandidates(useFullEditDistance, inputLength, correction, queuePool,
+ true /* doAutoCompletion */, DEFAULT_MAX_ERRORS, FIRST_WORD_INDEX);
+}
+
+void UnigramDictionary::getSuggestionCandidates(const bool useFullEditDistance,
+ const int inputLength, Correction *correction, WordsPriorityQueuePool *queuePool,
+ const bool doAutoCompletion, const int maxErrors, const int currentWordIndex) {
+ // TODO: Remove setCorrectionParams
+ correction->setCorrectionParams(0, 0, 0,
+ -1 /* spaceProximityPos */, -1 /* missingSpacePos */, useFullEditDistance,
+ doAutoCompletion, maxErrors);
+ int rootPosition = ROOT_POS;
+ // Get the number of children of root, then increment the position
+ int childCount = BinaryFormat::getGroupCountAndForwardPointer(DICT_ROOT, &rootPosition);
+ int outputIndex = 0;
+
+ correction->initCorrectionState(rootPosition, childCount, (inputLength <= 0));
+
+ // Depth first search
+ while (outputIndex >= 0) {
+ if (correction->initProcessState(outputIndex)) {
+ int siblingPos = correction->getTreeSiblingPos(outputIndex);
+ int firstChildPos;
+
+ const bool needsToTraverseChildrenNodes = processCurrentNode(siblingPos,
+ correction, &childCount, &firstChildPos, &siblingPos, queuePool,
+ currentWordIndex);
+ // Update next sibling pos
+ correction->setTreeSiblingPos(outputIndex, siblingPos);
+
+ if (needsToTraverseChildrenNodes) {
+ // Goes to child node
+ outputIndex = correction->goDownTree(outputIndex, childCount, firstChildPos);
+ }
+ } else {
+ // Goes to parent sibling node
+ outputIndex = correction->getTreeParentIndex(outputIndex);
+ }
+ }
+}
+
+inline void UnigramDictionary::onTerminal(const int freq,
+ const TerminalAttributes& terminalAttributes, Correction *correction,
+ WordsPriorityQueuePool *queuePool, const bool addToMasterQueue,
+ const int currentWordIndex) {
+ const int inputIndex = correction->getInputIndex();
+ const bool addToSubQueue = inputIndex < SUB_QUEUE_MAX_COUNT;
+
+ int wordLength;
+ unsigned short* wordPointer;
+
+ if ((currentWordIndex == FIRST_WORD_INDEX) && addToMasterQueue) {
+ WordsPriorityQueue *masterQueue = queuePool->getMasterQueue();
+ const int finalFreq = correction->getFinalFreq(freq, &wordPointer, &wordLength);
+ if (finalFreq != NOT_A_FREQUENCY) {
+ if (!terminalAttributes.isShortcutOnly()) {
+ addWord(wordPointer, wordLength, finalFreq, masterQueue);
+ }
+
+ // Please note that the shortcut candidates will be added to the master queue only.
+ TerminalAttributes::ShortcutIterator iterator =
+ terminalAttributes.getShortcutIterator();
+ while (iterator.hasNextShortcutTarget()) {
+ // TODO: addWord only supports weak ordering, meaning we have no means
+ // to control the order of the shortcuts relative to one another or to the word.
+ // We need to either modulate the frequency of each shortcut according
+ // to its own shortcut frequency or to make the queue
+ // so that the insert order is protected inside the queue for words
+ // with the same score.
+ uint16_t shortcutTarget[MAX_WORD_LENGTH_INTERNAL];
+ const int shortcutTargetStringLength = iterator.getNextShortcutTarget(
+ MAX_WORD_LENGTH_INTERNAL, shortcutTarget);
+ addWord(shortcutTarget, shortcutTargetStringLength, finalFreq, masterQueue);
+ }
+ }
+ }
+
+ // We only allow two words + other error correction for words with SUB_QUEUE_MIN_WORD_LENGTH
+ // or more length.
+ if (inputIndex >= SUB_QUEUE_MIN_WORD_LENGTH && addToSubQueue) {
+ WordsPriorityQueue *subQueue;
+ subQueue = queuePool->getSubQueue(currentWordIndex, inputIndex);
+ if (!subQueue) {
+ return;
+ }
+ const int finalFreq = correction->getFinalFreqForSubQueue(freq, &wordPointer, &wordLength,
+ inputIndex);
+ addWord(wordPointer, wordLength, finalFreq, subQueue);
+ }
+}
+
+bool UnigramDictionary::getSubStringSuggestion(
+ ProximityInfo *proximityInfo, const int *xcoordinates, const int *ycoordinates,
+ const int *codes, const bool useFullEditDistance, Correction *correction,
+ WordsPriorityQueuePool* queuePool, const int inputLength,
+ const bool hasAutoCorrectionCandidate, const int currentWordIndex,
+ const int inputWordStartPos, const int inputWordLength,
+ const int outputWordStartPos, const bool isSpaceProximity, int *freqArray,
+ int*wordLengthArray, unsigned short* outputWord, int *outputWordLength) {
+ unsigned short* tempOutputWord = 0;
+ int nextWordLength = 0;
+ // TODO: Optimize init suggestion
+ initSuggestions(proximityInfo, xcoordinates, ycoordinates, codes,
+ inputLength, correction);
+
+ int freq = getMostFrequentWordLike(
+ inputWordStartPos, inputWordLength, proximityInfo, mWord);
+ if (freq > 0) {
+ nextWordLength = inputWordLength;
+ tempOutputWord = mWord;
+ } else if (!hasAutoCorrectionCandidate) {
+ if (inputWordStartPos > 0) {
+ const int offset = inputWordStartPos;
+ initSuggestions(proximityInfo, &xcoordinates[offset], &ycoordinates[offset],
+ codes + offset, inputWordLength, correction);
+ queuePool->clearSubQueue(currentWordIndex);
+ getSuggestionCandidates(useFullEditDistance, inputWordLength, correction,
+ queuePool, false, MAX_ERRORS_FOR_TWO_WORDS, currentWordIndex);
+ if (DEBUG_DICT) {
+ if (currentWordIndex < MULTIPLE_WORDS_SUGGESTION_MAX_WORDS) {
+ AKLOGI("Dump word candidates(%d) %d", currentWordIndex, inputWordLength);
+ for (int i = 0; i < SUB_QUEUE_MAX_COUNT; ++i) {
+ queuePool->getSubQueue(currentWordIndex, i)->dumpTopWord();
+ }
+ }
+ }
+ }
+ WordsPriorityQueue* queue = queuePool->getSubQueue(currentWordIndex, inputWordLength);
+ if (!queue || queue->size() < 1) {
+ return false;
+ }
+ int score = 0;
+ const double ns = queue->getHighestNormalizedScore(
+ proximityInfo->getPrimaryInputWord(), inputWordLength,
+ &tempOutputWord, &score, &nextWordLength);
+ if (DEBUG_DICT) {
+ AKLOGI("NS(%d) = %f, Score = %d", currentWordIndex, ns, score);
+ }
+ // Two words correction won't be done if the score of the first word doesn't exceed the
+ // threshold.
+ if (ns < TWO_WORDS_CORRECTION_WITH_OTHER_ERROR_THRESHOLD
+ || nextWordLength < SUB_QUEUE_MIN_WORD_LENGTH) {
+ return false;
+ }
+ freq = score >> (nextWordLength + TWO_WORDS_PLUS_OTHER_ERROR_CORRECTION_DEMOTION_DIVIDER);
+ }
+ if (DEBUG_DICT) {
+ AKLOGI("Freq(%d): %d, length: %d, input length: %d, input start: %d (%d)"
+ , currentWordIndex, freq, nextWordLength, inputWordLength, inputWordStartPos,
+ wordLengthArray[0]);
+ }
+ if (freq <= 0 || nextWordLength <= 0
+ || MAX_WORD_LENGTH <= (outputWordStartPos + nextWordLength)) {
+ return false;
+ }
+ for (int i = 0; i < nextWordLength; ++i) {
+ outputWord[outputWordStartPos + i] = tempOutputWord[i];
+ }
+
+ // Put output values
+ freqArray[currentWordIndex] = freq;
+ // TODO: put output length instead of input length
+ wordLengthArray[currentWordIndex] = inputWordLength;
+ const int tempOutputWordLength = outputWordStartPos + nextWordLength;
+ if (outputWordLength) {
+ *outputWordLength = tempOutputWordLength;
+ }
+
+ if ((inputWordStartPos + inputWordLength) < inputLength) {
+ if (outputWordStartPos + nextWordLength >= MAX_WORD_LENGTH) {
+ return false;
+ }
+ outputWord[tempOutputWordLength] = SPACE;
+ if (outputWordLength) {
+ ++*outputWordLength;
+ }
+ } else if (currentWordIndex >= 1) {
+ // TODO: Handle 3 or more words
+ const int pairFreq = correction->getFreqForSplitMultipleWords(
+ freqArray, wordLengthArray, currentWordIndex + 1, isSpaceProximity, outputWord);
+ if (DEBUG_DICT) {
+ DUMP_WORD(outputWord, tempOutputWordLength);
+ AKLOGI("Split two words: %d, %d, %d, %d, (%d) %d", freqArray[0], freqArray[1], pairFreq,
+ inputLength, wordLengthArray[0], tempOutputWordLength);
+ }
+ addWord(outputWord, tempOutputWordLength, pairFreq, queuePool->getMasterQueue());
+ }
+ return true;
+}
+
+void UnigramDictionary::getMultiWordsSuggestionRec(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const bool useFullEditDistance, const int inputLength,
+ Correction *correction, WordsPriorityQueuePool* queuePool,
+ const bool hasAutoCorrectionCandidate, const int startInputPos, const int startWordIndex,
+ const int outputWordLength, int *freqArray, int* wordLengthArray,
+ unsigned short* outputWord) {
+ if (startWordIndex >= (MULTIPLE_WORDS_SUGGESTION_MAX_WORDS - 1)) {
+ // Return if the last word index
+ return;
+ }
+ if (startWordIndex >= 1
+ && (hasAutoCorrectionCandidate
+ || inputLength < MIN_INPUT_LENGTH_FOR_THREE_OR_MORE_WORDS_CORRECTION)) {
+ // Do not suggest 3+ words if already has auto correction candidate
+ return;
+ }
+ for (int i = startInputPos + 1; i < inputLength; ++i) {
+ if (DEBUG_CORRECTION_FREQ) {
+ AKLOGI("Multi words(%d), start in %d sep %d start out %d",
+ startWordIndex, startInputPos, i, outputWordLength);
+ DUMP_WORD(outputWord, outputWordLength);
+ }
+ int tempOutputWordLength = 0;
+ // Current word
+ int inputWordStartPos = startInputPos;
+ int inputWordLength = i - startInputPos;
+ if (!getSubStringSuggestion(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, correction, queuePool, inputLength, hasAutoCorrectionCandidate,
+ startWordIndex, inputWordStartPos, inputWordLength, outputWordLength,
+ true /* not used */, freqArray, wordLengthArray, outputWord,
+ &tempOutputWordLength)) {
+ continue;
+ }
+
+ if (DEBUG_CORRECTION_FREQ) {
+ AKLOGI("Do missing space correction");
+ }
+ // Next word
+ // Missing space
+ inputWordStartPos = i;
+ inputWordLength = inputLength - i;
+ if(!getSubStringSuggestion(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, correction, queuePool, inputLength, hasAutoCorrectionCandidate,
+ startWordIndex + 1, inputWordStartPos, inputWordLength, tempOutputWordLength,
+ false /* missing space */, freqArray, wordLengthArray, outputWord, 0)) {
+ getMultiWordsSuggestionRec(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, inputLength, correction, queuePool,
+ hasAutoCorrectionCandidate, inputWordStartPos, startWordIndex + 1,
+ tempOutputWordLength, freqArray, wordLengthArray, outputWord);
+ }
+
+ // Mistyped space
+ ++inputWordStartPos;
+ --inputWordLength;
+
+ if (inputWordLength <= 0) {
+ continue;
+ }
+
+ const int x = xcoordinates[inputWordStartPos - 1];
+ const int y = ycoordinates[inputWordStartPos - 1];
+ if (!proximityInfo->hasSpaceProximity(x, y)) {
+ continue;
+ }
+
+ if (DEBUG_CORRECTION_FREQ) {
+ AKLOGI("Do mistyped space correction");
+ }
+ getSubStringSuggestion(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, correction, queuePool, inputLength, hasAutoCorrectionCandidate,
+ startWordIndex + 1, inputWordStartPos, inputWordLength, tempOutputWordLength,
+ true /* mistyped space */, freqArray, wordLengthArray, outputWord, 0);
+ }
+}
+
+void UnigramDictionary::getSplitMultipleWordsSuggestions(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const bool useFullEditDistance, const int inputLength,
+ Correction *correction, WordsPriorityQueuePool* queuePool,
+ const bool hasAutoCorrectionCandidate) {
+ if (inputLength >= MAX_WORD_LENGTH) return;
+ if (DEBUG_DICT) {
+ AKLOGI("--- Suggest multiple words");
+ }
+
+ // Allocating fixed length array on stack
+ unsigned short outputWord[MAX_WORD_LENGTH];
+ int freqArray[MULTIPLE_WORDS_SUGGESTION_MAX_WORDS];
+ int wordLengthArray[MULTIPLE_WORDS_SUGGESTION_MAX_WORDS];
+ const int outputWordLength = 0;
+ const int startInputPos = 0;
+ const int startWordIndex = 0;
+ getMultiWordsSuggestionRec(proximityInfo, xcoordinates, ycoordinates, codes,
+ useFullEditDistance, inputLength, correction, queuePool, hasAutoCorrectionCandidate,
+ startInputPos, startWordIndex, outputWordLength, freqArray, wordLengthArray,
+ outputWord);
+}
+
+// Wrapper for getMostFrequentWordLikeInner, which matches it to the previous
+// interface.
+inline int UnigramDictionary::getMostFrequentWordLike(const int startInputIndex,
+ const int inputLength, ProximityInfo *proximityInfo, unsigned short *word) {
+ uint16_t inWord[inputLength];
+
+ for (int i = 0; i < inputLength; ++i) {
+ inWord[i] = (uint16_t)proximityInfo->getPrimaryCharAt(startInputIndex + i);
+ }
+ return getMostFrequentWordLikeInner(inWord, inputLength, word);
+}
+
+// This function will take the position of a character array within a CharGroup,
+// and check it actually like-matches the word in inWord starting at startInputIndex,
+// that is, it matches it with case and accents squashed.
+// The function returns true if there was a full match, false otherwise.
+// The function will copy on-the-fly the characters in the CharGroup to outNewWord.
+// It will also place the end position of the array in outPos; in outInputIndex,
+// it will place the index of the first char AFTER the match if there was a match,
+// and the initial position if there was not. It makes sense because if there was
+// a match we want to continue searching, but if there was not, we want to go to
+// the next CharGroup.
+// In and out parameters may point to the same location. This function takes care
+// not to use any input parameters after it wrote into its outputs.
+static inline bool testCharGroupForContinuedLikeness(const uint8_t flags,
+ const uint8_t* const root, const int startPos,
+ const uint16_t* const inWord, const int startInputIndex,
+ int32_t* outNewWord, int* outInputIndex, int* outPos) {
+ const bool hasMultipleChars = (0 != (UnigramDictionary::FLAG_HAS_MULTIPLE_CHARS & flags));
+ int pos = startPos;
+ int32_t character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ int32_t baseChar = toBaseLowerCase(character);
+ const uint16_t wChar = toBaseLowerCase(inWord[startInputIndex]);
+
+ if (baseChar != wChar) {
+ *outPos = hasMultipleChars ? BinaryFormat::skipOtherCharacters(root, pos) : pos;
+ *outInputIndex = startInputIndex;
+ return false;
+ }
+ int inputIndex = startInputIndex;
+ outNewWord[inputIndex] = character;
+ if (hasMultipleChars) {
+ character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ while (NOT_A_CHARACTER != character) {
+ baseChar = toBaseLowerCase(character);
+ if (toBaseLowerCase(inWord[++inputIndex]) != baseChar) {
+ *outPos = BinaryFormat::skipOtherCharacters(root, pos);
+ *outInputIndex = startInputIndex;
+ return false;
+ }
+ outNewWord[inputIndex] = character;
+ character = BinaryFormat::getCharCodeAndForwardPointer(root, &pos);
+ }
+ }
+ *outInputIndex = inputIndex + 1;
+ *outPos = pos;
+ return true;
+}
+
+// This function is invoked when a word like the word searched for is found.
+// It will compare the frequency to the max frequency, and if greater, will
+// copy the word into the output buffer. In output value maxFreq, it will
+// write the new maximum frequency if it changed.
+static inline void onTerminalWordLike(const int freq, int32_t* newWord, const int length,
+ short unsigned int* outWord, int* maxFreq) {
+ if (freq > *maxFreq) {
+ for (int q = 0; q < length; ++q)
+ outWord[q] = newWord[q];
+ outWord[length] = 0;
+ *maxFreq = freq;
+ }
+}
+
+// Will find the highest frequency of the words like the one passed as an argument,
+// that is, everything that only differs by case/accents.
+int UnigramDictionary::getMostFrequentWordLikeInner(const uint16_t * const inWord,
+ const int length, short unsigned int* outWord) {
+ int32_t newWord[MAX_WORD_LENGTH_INTERNAL];
+ int depth = 0;
+ int maxFreq = -1;
+ const uint8_t* const root = DICT_ROOT;
+
+ int startPos = 0;
+ mStackChildCount[0] = BinaryFormat::getGroupCountAndForwardPointer(root, &startPos);
+ mStackInputIndex[0] = 0;
+ mStackSiblingPos[0] = startPos;
+ while (depth >= 0) {
+ const int charGroupCount = mStackChildCount[depth];
+ int pos = mStackSiblingPos[depth];
+ for (int charGroupIndex = charGroupCount - 1; charGroupIndex >= 0; --charGroupIndex) {
+ int inputIndex = mStackInputIndex[depth];
+ const uint8_t flags = BinaryFormat::getFlagsAndForwardPointer(root, &pos);
+ // Test whether all chars in this group match with the word we are searching for. If so,
+ // we want to traverse its children (or if the length match, evaluate its frequency).
+ // Note that this function will output the position regardless, but will only write
+ // into inputIndex if there is a match.
+ const bool isAlike = testCharGroupForContinuedLikeness(flags, root, pos, inWord,
+ inputIndex, newWord, &inputIndex, &pos);
+ if (isAlike && (FLAG_IS_TERMINAL & flags) && (inputIndex == length)) {
+ const int frequency = BinaryFormat::readFrequencyWithoutMovingPointer(root, pos);
+ onTerminalWordLike(frequency, newWord, inputIndex, outWord, &maxFreq);
+ }
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ const int siblingPos = BinaryFormat::skipChildrenPosAndAttributes(root, flags, pos);
+ const int childrenNodePos = BinaryFormat::readChildrenPosition(root, flags, pos);
+ // If we had a match and the word has children, we want to traverse them. We don't have
+ // to traverse words longer than the one we are searching for, since they will not match
+ // anyway, so don't traverse unless inputIndex < length.
+ if (isAlike && (-1 != childrenNodePos) && (inputIndex < length)) {
+ // Save position for this depth, to get back to this once children are done
+ mStackChildCount[depth] = charGroupIndex;
+ mStackSiblingPos[depth] = siblingPos;
+ // Prepare stack values for next depth
+ ++depth;
+ int childrenPos = childrenNodePos;
+ mStackChildCount[depth] =
+ BinaryFormat::getGroupCountAndForwardPointer(root, &childrenPos);
+ mStackSiblingPos[depth] = childrenPos;
+ mStackInputIndex[depth] = inputIndex;
+ pos = childrenPos;
+ // Go to the next depth level.
+ ++depth;
+ break;
+ } else {
+ // No match, or no children, or word too long to ever match: go the next sibling.
+ pos = siblingPos;
+ }
+ }
+ --depth;
+ }
+ return maxFreq;
+}
+
+bool UnigramDictionary::isValidWord(const uint16_t* const inWord, const int length) const {
+ return NOT_VALID_WORD != BinaryFormat::getTerminalPosition(DICT_ROOT, inWord, length);
+}
+
+// TODO: remove this function.
+int UnigramDictionary::getBigramPosition(int pos, unsigned short *word, int offset,
+ int length) const {
+ return -1;
+}
+
+// ProcessCurrentNode returns a boolean telling whether to traverse children nodes or not.
+// If the return value is false, then the caller should read in the output "nextSiblingPosition"
+// to find out the address of the next sibling node and pass it to a new call of processCurrentNode.
+// It is worthy to note that when false is returned, the output values other than
+// nextSiblingPosition are undefined.
+// If the return value is true, then the caller must proceed to traverse the children of this
+// node. processCurrentNode will output the information about the children: their count in
+// newCount, their position in newChildrenPosition, the traverseAllNodes flag in
+// newTraverseAllNodes, the match weight into newMatchRate, the input index into newInputIndex, the
+// diffs into newDiffs, the sibling position in nextSiblingPosition, and the output index into
+// newOutputIndex. Please also note the following caveat: processCurrentNode does not know when
+// there aren't any more nodes at this level, it merely returns the address of the first byte after
+// the current node in nextSiblingPosition. Thus, the caller must keep count of the nodes at any
+// given level, as output into newCount when traversing this level's parent.
+inline bool UnigramDictionary::processCurrentNode(const int initialPos,
+ Correction *correction, int *newCount,
+ int *newChildrenPosition, int *nextSiblingPosition, WordsPriorityQueuePool *queuePool,
+ const int currentWordIndex) {
+ if (DEBUG_DICT) {
+ correction->checkState();
+ }
+ int pos = initialPos;
+
+ // Flags contain the following information:
+ // - Address type (MASK_GROUP_ADDRESS_TYPE) on two bits:
+ // - FLAG_GROUP_ADDRESS_TYPE_{ONE,TWO,THREE}_BYTES means there are children and their address
+ // is on the specified number of bytes.
+ // - FLAG_GROUP_ADDRESS_TYPE_NOADDRESS means there are no children, and therefore no address.
+ // - FLAG_HAS_MULTIPLE_CHARS: whether this node has multiple char or not.
+ // - FLAG_IS_TERMINAL: whether this node is a terminal or not (it may still have children)
+ // - FLAG_HAS_BIGRAMS: whether this node has bigrams or not
+ const uint8_t flags = BinaryFormat::getFlagsAndForwardPointer(DICT_ROOT, &pos);
+ const bool hasMultipleChars = (0 != (FLAG_HAS_MULTIPLE_CHARS & flags));
+ const bool isTerminalNode = (0 != (FLAG_IS_TERMINAL & flags));
+
+ bool needsToInvokeOnTerminal = false;
+
+ // This gets only ONE character from the stream. Next there will be:
+ // if FLAG_HAS_MULTIPLE CHARS: the other characters of the same node
+ // else if FLAG_IS_TERMINAL: the frequency
+ // else if MASK_GROUP_ADDRESS_TYPE is not NONE: the children address
+ // Note that you can't have a node that both is not a terminal and has no children.
+ int32_t c = BinaryFormat::getCharCodeAndForwardPointer(DICT_ROOT, &pos);
+ assert(NOT_A_CHARACTER != c);
+
+ // We are going to loop through each character and make it look like it's a different
+ // node each time. To do that, we will process characters in this node in order until
+ // we find the character terminator. This is signalled by getCharCode* returning
+ // NOT_A_CHARACTER.
+ // As a special case, if there is only one character in this node, we must not read the
+ // next bytes so we will simulate the NOT_A_CHARACTER return by testing the flags.
+ // This way, each loop run will look like a "virtual node".
+ do {
+ // We prefetch the next char. If 'c' is the last char of this node, we will have
+ // NOT_A_CHARACTER in the next char. From this we can decide whether this virtual node
+ // should behave as a terminal or not and whether we have children.
+ const int32_t nextc = hasMultipleChars
+ ? BinaryFormat::getCharCodeAndForwardPointer(DICT_ROOT, &pos) : NOT_A_CHARACTER;
+ const bool isLastChar = (NOT_A_CHARACTER == nextc);
+ // If there are more chars in this nodes, then this virtual node is not a terminal.
+ // If we are on the last char, this virtual node is a terminal if this node is.
+ const bool isTerminal = isLastChar && isTerminalNode;
+
+ Correction::CorrectionType stateType = correction->processCharAndCalcState(
+ c, isTerminal);
+ if (stateType == Correction::TRAVERSE_ALL_ON_TERMINAL
+ || stateType == Correction::ON_TERMINAL) {
+ needsToInvokeOnTerminal = true;
+ } else if (stateType == Correction::UNRELATED || correction->needsToPrune()) {
+ // We found that this is an unrelated character, so we should give up traversing
+ // this node and its children entirely.
+ // However we may not be on the last virtual node yet so we skip the remaining
+ // characters in this node, the frequency if it's there, read the next sibling
+ // position to output it, then return false.
+ // We don't have to output other values because we return false, as in
+ // "don't traverse children".
+ if (!isLastChar) {
+ pos = BinaryFormat::skipOtherCharacters(DICT_ROOT, pos);
+ }
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ *nextSiblingPosition =
+ BinaryFormat::skipChildrenPosAndAttributes(DICT_ROOT, flags, pos);
+ return false;
+ }
+
+ // Prepare for the next character. Promote the prefetched char to current char - the loop
+ // will take care of prefetching the next. If we finally found our last char, nextc will
+ // contain NOT_A_CHARACTER.
+ c = nextc;
+ } while (NOT_A_CHARACTER != c);
+
+ if (isTerminalNode) {
+ // The frequency should be here, because we come here only if this is actually
+ // a terminal node, and we are on its last char.
+ const int freq = BinaryFormat::readFrequencyWithoutMovingPointer(DICT_ROOT, pos);
+ const int childrenAddressPos = BinaryFormat::skipFrequency(flags, pos);
+ const int attributesPos = BinaryFormat::skipChildrenPosition(flags, childrenAddressPos);
+ TerminalAttributes terminalAttributes(DICT_ROOT, flags, attributesPos);
+ onTerminal(freq, terminalAttributes, correction, queuePool, needsToInvokeOnTerminal,
+ currentWordIndex);
+
+ // If there are more chars in this node, then this virtual node has children.
+ // If we are on the last char, this virtual node has children if this node has.
+ const bool hasChildren = BinaryFormat::hasChildrenInFlags(flags);
+
+ // This character matched the typed character (enough to traverse the node at least)
+ // so we just evaluated it. Now we should evaluate this virtual node's children - that
+ // is, if it has any. If it has no children, we're done here - so we skip the end of
+ // the node, output the siblings position, and return false "don't traverse children".
+ // Note that !hasChildren implies isLastChar, so we know we don't have to skip any
+ // remaining char in this group for there can't be any.
+ if (!hasChildren) {
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ *nextSiblingPosition =
+ BinaryFormat::skipChildrenPosAndAttributes(DICT_ROOT, flags, pos);
+ return false;
+ }
+
+ // Optimization: Prune out words that are too long compared to how much was typed.
+ if (correction->needsToPrune()) {
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ *nextSiblingPosition =
+ BinaryFormat::skipChildrenPosAndAttributes(DICT_ROOT, flags, pos);
+ if (DEBUG_DICT_FULL) {
+ AKLOGI("Traversing was pruned.");
+ }
+ return false;
+ }
+ }
+
+ // Now we finished processing this node, and we want to traverse children. If there are no
+ // children, we can't come here.
+ assert(BinaryFormat::hasChildrenInFlags(flags));
+
+ // If this node was a terminal it still has the frequency under the pointer (it may have been
+ // read, but not skipped - see readFrequencyWithoutMovingPointer).
+ // Next come the children position, then possibly attributes (attributes are bigrams only for
+ // now, maybe something related to shortcuts in the future).
+ // Once this is read, we still need to output the number of nodes in the immediate children of
+ // this node, so we read and output it before returning true, as in "please traverse children".
+ pos = BinaryFormat::skipFrequency(flags, pos);
+ int childrenPos = BinaryFormat::readChildrenPosition(DICT_ROOT, flags, pos);
+ *nextSiblingPosition = BinaryFormat::skipChildrenPosAndAttributes(DICT_ROOT, flags, pos);
+ *newCount = BinaryFormat::getGroupCountAndForwardPointer(DICT_ROOT, &childrenPos);
+ *newChildrenPosition = childrenPos;
+ return true;
+}
+
+} // namespace latinime
diff --git a/native/jni/src/unigram_dictionary.h b/native/jni/src/unigram_dictionary.h
new file mode 100644
index 0000000..c8f1556
--- /dev/null
+++ b/native/jni/src/unigram_dictionary.h
@@ -0,0 +1,173 @@
+/*
+ * 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.
+ */
+
+#ifndef LATINIME_UNIGRAM_DICTIONARY_H
+#define LATINIME_UNIGRAM_DICTIONARY_H
+
+#include <stdint.h>
+#include "correction.h"
+#include "correction_state.h"
+#include "defines.h"
+#include "proximity_info.h"
+#include "words_priority_queue.h"
+#include "words_priority_queue_pool.h"
+
+namespace latinime {
+
+class TerminalAttributes;
+class UnigramDictionary {
+ typedef struct { int first; int second; int replacement; } digraph_t;
+
+ public:
+ // Mask and flags for children address type selection.
+ static const int MASK_GROUP_ADDRESS_TYPE = 0xC0;
+ static const int FLAG_GROUP_ADDRESS_TYPE_NOADDRESS = 0x00;
+ static const int FLAG_GROUP_ADDRESS_TYPE_ONEBYTE = 0x40;
+ static const int FLAG_GROUP_ADDRESS_TYPE_TWOBYTES = 0x80;
+ static const int FLAG_GROUP_ADDRESS_TYPE_THREEBYTES = 0xC0;
+
+ // Flag for single/multiple char group
+ static const int FLAG_HAS_MULTIPLE_CHARS = 0x20;
+
+ // Flag for terminal groups
+ static const int FLAG_IS_TERMINAL = 0x10;
+
+ // Flag for shortcut targets presence
+ static const int FLAG_HAS_SHORTCUT_TARGETS = 0x08;
+ // Flag for bigram presence
+ static const int FLAG_HAS_BIGRAMS = 0x04;
+ // Flag for shortcut-only words. Some words are shortcut-only, which means they match when
+ // the user types them but they don't pop in the suggestion strip, only the words they are
+ // shortcuts for do.
+ static const int FLAG_IS_SHORTCUT_ONLY = 0x02;
+
+ // Attribute (bigram/shortcut) related flags:
+ // Flag for presence of more attributes
+ static const int FLAG_ATTRIBUTE_HAS_NEXT = 0x80;
+ // Flag for sign of offset. If this flag is set, the offset value must be negated.
+ static const int FLAG_ATTRIBUTE_OFFSET_NEGATIVE = 0x40;
+
+ // Mask for attribute frequency, stored on 4 bits inside the flags byte.
+ static const int MASK_ATTRIBUTE_FREQUENCY = 0x0F;
+
+ // Mask and flags for attribute address type selection.
+ static const int MASK_ATTRIBUTE_ADDRESS_TYPE = 0x30;
+ static const int FLAG_ATTRIBUTE_ADDRESS_TYPE_ONEBYTE = 0x10;
+ static const int FLAG_ATTRIBUTE_ADDRESS_TYPE_TWOBYTES = 0x20;
+ static const int FLAG_ATTRIBUTE_ADDRESS_TYPE_THREEBYTES = 0x30;
+
+ // Error tolerances
+ static const int DEFAULT_MAX_ERRORS = 2;
+ static const int MAX_ERRORS_FOR_TWO_WORDS = 1;
+
+ UnigramDictionary(const uint8_t* const streamStart, int typedLetterMultipler,
+ int fullWordMultiplier, int maxWordLength, int maxWords,
+ const bool isLatestDictVersion);
+ bool isValidWord(const uint16_t* const inWord, const int length) const;
+ int getBigramPosition(int pos, unsigned short *word, int offset, int length) const;
+ int getSuggestions(ProximityInfo *proximityInfo, WordsPriorityQueuePool *queuePool,
+ Correction *correction, const int *xcoordinates,
+ const int *ycoordinates, const int *codes, const int codesSize, const int flags,
+ unsigned short *outWords, int *frequencies);
+ virtual ~UnigramDictionary();
+
+ private:
+ void getWordSuggestions(ProximityInfo *proximityInfo, const int *xcoordinates,
+ const int *ycoordinates, const int *codes, const int inputLength,
+ const int flags, Correction *correction, WordsPriorityQueuePool *queuePool);
+ int getDigraphReplacement(const int *codes, const int i, const int codesSize,
+ const digraph_t* const digraphs, const unsigned int digraphsSize) const;
+ void getWordWithDigraphSuggestionsRec(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int* ycoordinates, const int *codesBuffer,
+ int *xCoordinatesBuffer, int *yCoordinatesBuffer,
+ const int codesBufferSize, const int flags, const int* codesSrc,
+ const int codesRemain, const int currentDepth, int* codesDest, Correction *correction,
+ WordsPriorityQueuePool* queuePool, const digraph_t* const digraphs,
+ const unsigned int digraphsSize);
+ void initSuggestions(ProximityInfo *proximityInfo, const int *xcoordinates,
+ const int *ycoordinates, const int *codes, const int codesSize, Correction *correction);
+ void getOneWordSuggestions(ProximityInfo *proximityInfo, const int *xcoordinates,
+ const int *ycoordinates, const int *codes, const bool useFullEditDistance,
+ const int inputLength, Correction *correction, WordsPriorityQueuePool* queuePool);
+ void getSuggestionCandidates(
+ const bool useFullEditDistance, const int inputLength, Correction *correction,
+ WordsPriorityQueuePool* queuePool, const bool doAutoCompletion, const int maxErrors,
+ const int currentWordIndex);
+ void getSplitMultipleWordsSuggestions(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const bool useFullEditDistance, const int inputLength,
+ Correction *correction, WordsPriorityQueuePool* queuePool,
+ const bool hasAutoCorrectionCandidate);
+ void onTerminal(const int freq, const TerminalAttributes& terminalAttributes,
+ Correction *correction, WordsPriorityQueuePool *queuePool, const bool addToMasterQueue,
+ const int currentWordIndex);
+ bool needsToSkipCurrentNode(const unsigned short c,
+ const int inputIndex, const int skipPos, const int depth);
+ // Process a node by considering proximity, missing and excessive character
+ bool processCurrentNode(const int initialPos, Correction *correction, int *newCount,
+ int *newChildPosition, int *nextSiblingPosition, WordsPriorityQueuePool *queuePool,
+ const int currentWordIndex);
+ int getMostFrequentWordLike(const int startInputIndex, const int inputLength,
+ ProximityInfo *proximityInfo, unsigned short *word);
+ int getMostFrequentWordLikeInner(const uint16_t* const inWord, const int length,
+ short unsigned int *outWord);
+ bool getSubStringSuggestion(
+ ProximityInfo *proximityInfo, const int *xcoordinates, const int *ycoordinates,
+ const int *codes, const bool useFullEditDistance, Correction *correction,
+ WordsPriorityQueuePool* queuePool, const int inputLength,
+ const bool hasAutoCorrectionCandidate, const int currentWordIndex,
+ const int inputWordStartPos, const int inputWordLength,
+ const int outputWordStartPos, const bool isSpaceProximity, int *freqArray,
+ int *wordLengthArray, unsigned short* outputWord, int *outputWordLength);
+ void getMultiWordsSuggestionRec(ProximityInfo *proximityInfo,
+ const int *xcoordinates, const int *ycoordinates, const int *codes,
+ const bool useFullEditDistance, const int inputLength,
+ Correction *correction, WordsPriorityQueuePool* queuePool,
+ const bool hasAutoCorrectionCandidate, const int startPos, const int startWordIndex,
+ const int outputWordLength, int *freqArray, int* wordLengthArray,
+ unsigned short* outputWord);
+
+ const uint8_t* const DICT_ROOT;
+ const int MAX_WORD_LENGTH;
+ const int MAX_WORDS;
+ const bool IS_LATEST_DICT_VERSION;
+ const int TYPED_LETTER_MULTIPLIER;
+ const int FULL_WORD_MULTIPLIER;
+ const int ROOT_POS;
+ const unsigned int BYTES_IN_ONE_CHAR;
+ const int MAX_DIGRAPH_SEARCH_DEPTH;
+
+ // Flags for special processing
+ // Those *must* match the flags in BinaryDictionary.Flags.ALL_FLAGS in BinaryDictionary.java
+ // or something very bad (like, the apocalypse) will happen.
+ // Please update both at the same time.
+ enum {
+ REQUIRES_GERMAN_UMLAUT_PROCESSING = 0x1,
+ USE_FULL_EDIT_DISTANCE = 0x2,
+ REQUIRES_FRENCH_LIGATURES_PROCESSING = 0x4
+ };
+ static const digraph_t GERMAN_UMLAUT_DIGRAPHS[];
+ static const digraph_t FRENCH_LIGATURES_DIGRAPHS[];
+
+ // Still bundled members
+ unsigned short mWord[MAX_WORD_LENGTH_INTERNAL];// TODO: remove
+ int mStackChildCount[MAX_WORD_LENGTH_INTERNAL];// TODO: remove
+ int mStackInputIndex[MAX_WORD_LENGTH_INTERNAL];// TODO: remove
+ int mStackSiblingPos[MAX_WORD_LENGTH_INTERNAL];// TODO: remove
+};
+} // namespace latinime
+
+#endif // LATINIME_UNIGRAM_DICTIONARY_H
diff --git a/native/jni/src/words_priority_queue.h b/native/jni/src/words_priority_queue.h
new file mode 100644
index 0000000..249962e
--- /dev/null
+++ b/native/jni/src/words_priority_queue.h
@@ -0,0 +1,195 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_WORDS_PRIORITY_QUEUE_H
+#define LATINIME_WORDS_PRIORITY_QUEUE_H
+
+#include <cstring> // for memcpy()
+#include <iostream>
+#include <queue>
+#include "defines.h"
+
+namespace latinime {
+
+class WordsPriorityQueue {
+ public:
+ class SuggestedWord {
+ public:
+ int mScore;
+ unsigned short mWord[MAX_WORD_LENGTH_INTERNAL];
+ int mWordLength;
+ bool mUsed;
+
+ void setParams(int score, unsigned short* word, int wordLength) {
+ mScore = score;
+ mWordLength = wordLength;
+ memcpy(mWord, word, sizeof(unsigned short) * wordLength);
+ mUsed = true;
+ }
+ };
+
+ WordsPriorityQueue(int maxWords, int maxWordLength) :
+ MAX_WORDS((unsigned int) maxWords), MAX_WORD_LENGTH(
+ (unsigned int) maxWordLength) {
+ mSuggestedWords = new SuggestedWord[maxWordLength];
+ for (int i = 0; i < maxWordLength; ++i) {
+ mSuggestedWords[i].mUsed = false;
+ }
+ mHighestSuggestedWord = 0;
+ }
+
+ ~WordsPriorityQueue() {
+ delete[] mSuggestedWords;
+ }
+
+ void push(int score, unsigned short* word, int wordLength) {
+ SuggestedWord* sw = 0;
+ if (mSuggestions.size() >= MAX_WORDS) {
+ sw = mSuggestions.top();
+ const int minScore = sw->mScore;
+ if (minScore >= score) {
+ return;
+ } else {
+ sw->mUsed = false;
+ mSuggestions.pop();
+ }
+ }
+ if (sw == 0) {
+ sw = getFreeSuggestedWord(score, word, wordLength);
+ } else {
+ sw->setParams(score, word, wordLength);
+ }
+ if (sw == 0) {
+ AKLOGE("SuggestedWord is accidentally null.");
+ return;
+ }
+ if (DEBUG_WORDS_PRIORITY_QUEUE) {
+ AKLOGI("Push word. %d, %d", score, wordLength);
+ DUMP_WORD(word, wordLength);
+ }
+ mSuggestions.push(sw);
+ if (!mHighestSuggestedWord || mHighestSuggestedWord->mScore < sw->mScore) {
+ mHighestSuggestedWord = sw;
+ }
+ }
+
+ SuggestedWord* top() {
+ if (mSuggestions.empty()) return 0;
+ SuggestedWord* sw = mSuggestions.top();
+ return sw;
+ }
+
+ int outputSuggestions(int *frequencies, unsigned short *outputChars) {
+ mHighestSuggestedWord = 0;
+ const unsigned int size = min(
+ MAX_WORDS, static_cast<unsigned int>(mSuggestions.size()));
+ int index = size - 1;
+ while (!mSuggestions.empty() && index >= 0) {
+ SuggestedWord* sw = mSuggestions.top();
+ if (DEBUG_WORDS_PRIORITY_QUEUE) {
+ AKLOGI("dump word. %d", sw->mScore);
+ DUMP_WORD(sw->mWord, sw->mWordLength);
+ }
+ const unsigned int wordLength = sw->mWordLength;
+ char* targetAdr = (char*) outputChars
+ + (index) * MAX_WORD_LENGTH * sizeof(short);
+ frequencies[index] = sw->mScore;
+ memcpy(targetAdr, sw->mWord, (wordLength) * sizeof(short));
+ if (wordLength < MAX_WORD_LENGTH) {
+ ((unsigned short*) targetAdr)[wordLength] = 0;
+ }
+ sw->mUsed = false;
+ mSuggestions.pop();
+ --index;
+ }
+ return size;
+ }
+
+ int size() const {
+ return mSuggestions.size();
+ }
+
+ void clear() {
+ mHighestSuggestedWord = 0;
+ while (!mSuggestions.empty()) {
+ SuggestedWord* sw = mSuggestions.top();
+ if (DEBUG_WORDS_PRIORITY_QUEUE) {
+ AKLOGI("Clear word. %d", sw->mScore);
+ DUMP_WORD(sw->mWord, sw->mWordLength);
+ }
+ sw->mUsed = false;
+ mSuggestions.pop();
+ }
+ }
+
+ void dumpTopWord() {
+ if (size() <= 0) {
+ return;
+ }
+ DUMP_WORD(mHighestSuggestedWord->mWord, mHighestSuggestedWord->mWordLength);
+ }
+
+ double getHighestNormalizedScore(const unsigned short* before, const int beforeLength,
+ unsigned short** outWord, int *outScore, int *outLength) {
+ if (!mHighestSuggestedWord) {
+ return 0.0;
+ }
+ SuggestedWord* sw = mHighestSuggestedWord;
+ const int score = sw->mScore;
+ unsigned short* word = sw->mWord;
+ const int wordLength = sw->mWordLength;
+ if (outScore) {
+ *outScore = score;
+ }
+ if (outWord) {
+ *outWord = word;
+ }
+ if (outLength) {
+ *outLength = wordLength;
+ }
+ return Correction::RankingAlgorithm::calcNormalizedScore(
+ before, beforeLength, word, wordLength, score);
+ }
+
+ private:
+ struct wordComparator {
+ bool operator ()(SuggestedWord * left, SuggestedWord * right) {
+ return left->mScore > right->mScore;
+ }
+ };
+
+ SuggestedWord* getFreeSuggestedWord(int score, unsigned short* word,
+ int wordLength) {
+ for (unsigned int i = 0; i < MAX_WORD_LENGTH; ++i) {
+ if (!mSuggestedWords[i].mUsed) {
+ mSuggestedWords[i].setParams(score, word, wordLength);
+ return &mSuggestedWords[i];
+ }
+ }
+ return 0;
+ }
+
+ typedef std::priority_queue<SuggestedWord*, std::vector<SuggestedWord*>,
+ wordComparator> Suggestions;
+ Suggestions mSuggestions;
+ const unsigned int MAX_WORDS;
+ const unsigned int MAX_WORD_LENGTH;
+ SuggestedWord* mSuggestedWords;
+ SuggestedWord* mHighestSuggestedWord;
+};
+}
+
+#endif // LATINIME_WORDS_PRIORITY_QUEUE_H
diff --git a/native/jni/src/words_priority_queue_pool.h b/native/jni/src/words_priority_queue_pool.h
new file mode 100644
index 0000000..5b50e8f
--- /dev/null
+++ b/native/jni/src/words_priority_queue_pool.h
@@ -0,0 +1,90 @@
+/*
+ * Copyright (C) 2011 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.
+ */
+
+#ifndef LATINIME_WORDS_PRIORITY_QUEUE_POOL_H
+#define LATINIME_WORDS_PRIORITY_QUEUE_POOL_H
+
+#include <assert.h>
+#include <new>
+#include "words_priority_queue.h"
+
+namespace latinime {
+
+class WordsPriorityQueuePool {
+ public:
+ WordsPriorityQueuePool(int mainQueueMaxWords, int subQueueMaxWords, int maxWordLength) {
+ mMasterQueue = new(mMasterQueueBuf) WordsPriorityQueue(mainQueueMaxWords, maxWordLength);
+ for (int i = 0, subQueueBufOffset = 0;
+ i < MULTIPLE_WORDS_SUGGESTION_MAX_WORDS * SUB_QUEUE_MAX_COUNT;
+ ++i, subQueueBufOffset += sizeof(WordsPriorityQueue)) {
+ mSubQueues[i] = new(mSubQueueBuf + subQueueBufOffset)
+ WordsPriorityQueue(subQueueMaxWords, maxWordLength);
+ }
+ }
+
+ virtual ~WordsPriorityQueuePool() {
+ }
+
+ WordsPriorityQueue* getMasterQueue() {
+ return mMasterQueue;
+ }
+
+ WordsPriorityQueue* getSubQueue(const int wordIndex, const int inputWordLength) {
+ if (wordIndex >= MULTIPLE_WORDS_SUGGESTION_MAX_WORDS) {
+ return 0;
+ }
+ if (inputWordLength < 0 || inputWordLength >= SUB_QUEUE_MAX_COUNT) {
+ if (DEBUG_WORDS_PRIORITY_QUEUE) {
+ assert(false);
+ }
+ return 0;
+ }
+ return mSubQueues[wordIndex * SUB_QUEUE_MAX_COUNT + inputWordLength];
+ }
+
+ inline void clearAll() {
+ mMasterQueue->clear();
+ for (int i = 0; i < MULTIPLE_WORDS_SUGGESTION_MAX_WORDS; ++i) {
+ clearSubQueue(i);
+ }
+ }
+
+ inline void clearSubQueue(const int wordIndex) {
+ for (int i = 0; i < SUB_QUEUE_MAX_COUNT; ++i) {
+ WordsPriorityQueue* queue = getSubQueue(wordIndex, i);
+ if (queue) {
+ queue->clear();
+ }
+ }
+ }
+
+ void dumpSubQueue1TopSuggestions() {
+ AKLOGI("DUMP SUBQUEUE1 TOP SUGGESTIONS");
+ for (int i = 0; i < SUB_QUEUE_MAX_COUNT; ++i) {
+ getSubQueue(0, i)->dumpTopWord();
+ }
+ }
+
+ private:
+ WordsPriorityQueue* mMasterQueue;
+ WordsPriorityQueue* mSubQueues[SUB_QUEUE_MAX_COUNT * MULTIPLE_WORDS_SUGGESTION_MAX_WORDS];
+ char mMasterQueueBuf[sizeof(WordsPriorityQueue)];
+ char mSubQueueBuf[MULTIPLE_WORDS_SUGGESTION_MAX_WORDS
+ * SUB_QUEUE_MAX_COUNT * sizeof(WordsPriorityQueue)];
+};
+}
+
+#endif // LATINIME_WORDS_PRIORITY_QUEUE_POOL_H