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-rw-r--r--native/src/unigram_dictionary.cpp622
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diff --git a/native/src/unigram_dictionary.cpp b/native/src/unigram_dictionary.cpp
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+/*
+**
+** 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 <fcntl.h>
+#include <stdio.h>
+#include <string.h>
+
+#define LOG_TAG "LatinIME: unigram_dictionary.cpp"
+
+#include "basechars.h"
+#include "char_utils.h"
+#include "dictionary.h"
+#include "unigram_dictionary.h"
+
+namespace latinime {
+
+UnigramDictionary::UnigramDictionary(const unsigned char *dict, int typedLetterMultiplier,
+ int fullWordMultiplier, int maxWordLength, int maxWords, int maxProximityChars,
+ const bool isLatestDictVersion)
+ : DICT(dict), MAX_WORD_LENGTH(maxWordLength),MAX_WORDS(maxWords),
+ MAX_PROXIMITY_CHARS(maxProximityChars), IS_LATEST_DICT_VERSION(isLatestDictVersion),
+ TYPED_LETTER_MULTIPLIER(typedLetterMultiplier), FULL_WORD_MULTIPLIER(fullWordMultiplier),
+ ROOT_POS(isLatestDictVersion ? DICTIONARY_HEADER_SIZE : 0) {
+ if (DEBUG_DICT) LOGI("UnigramDictionary - constructor");
+}
+
+UnigramDictionary::~UnigramDictionary() {}
+
+int UnigramDictionary::getSuggestions(int *codes, int codesSize, unsigned short *outWords,
+ int *frequencies, int *nextLetters, int nextLettersSize) {
+ PROF_OPEN;
+ PROF_START(0);
+ initSuggestions(codes, codesSize, outWords, frequencies);
+ if (DEBUG_DICT) assert(codesSize == mInputLength);
+
+ const int MAX_DEPTH = min(mInputLength * MAX_DEPTH_MULTIPLIER, MAX_WORD_LENGTH);
+ PROF_END(0);
+
+ PROF_START(1);
+ getSuggestionCandidates(-1, -1, -1, nextLetters, nextLettersSize, MAX_DEPTH);
+ PROF_END(1);
+
+ PROF_START(2);
+ // Suggestion with missing character
+ if (SUGGEST_WORDS_WITH_MISSING_CHARACTER) {
+ for (int i = 0; i < codesSize; ++i) {
+ if (DEBUG_DICT) LOGI("--- Suggest missing characters %d", i);
+ getSuggestionCandidates(i, -1, -1, NULL, 0, MAX_DEPTH);
+ }
+ }
+ PROF_END(2);
+
+ PROF_START(3);
+ // Suggestion with excessive character
+ if (SUGGEST_WORDS_WITH_EXCESSIVE_CHARACTER
+ && mInputLength >= MIN_USER_TYPED_LENGTH_FOR_EXCESSIVE_CHARACTER_SUGGESTION) {
+ for (int i = 0; i < codesSize; ++i) {
+ if (DEBUG_DICT) LOGI("--- Suggest excessive characters %d", i);
+ getSuggestionCandidates(-1, i, -1, NULL, 0, MAX_DEPTH);
+ }
+ }
+ PROF_END(3);
+
+ PROF_START(4);
+ // Suggestion with transposed characters
+ // Only suggest words that length is mInputLength
+ if (SUGGEST_WORDS_WITH_TRANSPOSED_CHARACTERS) {
+ for (int i = 0; i < codesSize; ++i) {
+ if (DEBUG_DICT) LOGI("--- Suggest transposed characters %d", i);
+ getSuggestionCandidates(-1, -1, i, NULL, 0, mInputLength - 1);
+ }
+ }
+ PROF_END(4);
+
+ PROF_START(5);
+ // Suggestions with missing space
+ if (SUGGEST_WORDS_WITH_MISSING_SPACE_CHARACTER
+ && mInputLength >= MIN_USER_TYPED_LENGTH_FOR_MISSING_SPACE_SUGGESTION) {
+ for (int i = 1; i < codesSize; ++i) {
+ if (DEBUG_DICT) LOGI("--- Suggest missing space characters %d", i);
+ getMissingSpaceWords(mInputLength, i);
+ }
+ }
+ PROF_END(5);
+
+ PROF_START(6);
+ // Get the word count
+ int suggestedWordsCount = 0;
+ while (suggestedWordsCount < MAX_WORDS && mFrequencies[suggestedWordsCount] > 0) {
+ suggestedWordsCount++;
+ }
+
+ if (DEBUG_DICT) {
+ LOGI("Returning %d words", suggestedWordsCount);
+ LOGI("Next letters: ");
+ for (int k = 0; k < nextLettersSize; k++) {
+ if (nextLetters[k] > 0) {
+ LOGI("%c = %d,", k, nextLetters[k]);
+ }
+ }
+ }
+ PROF_END(6);
+ PROF_CLOSE;
+ return suggestedWordsCount;
+}
+
+void UnigramDictionary::initSuggestions(int *codes, int codesSize, unsigned short *outWords,
+ int *frequencies) {
+ if (DEBUG_DICT) LOGI("initSuggest");
+ mFrequencies = frequencies;
+ mOutputChars = outWords;
+ mInputCodes = codes;
+ mInputLength = codesSize;
+ mMaxEditDistance = mInputLength < 5 ? 2 : mInputLength / 2;
+}
+
+void UnigramDictionary::registerNextLetter(
+ unsigned short c, int *nextLetters, int nextLettersSize) {
+ if (c < nextLettersSize) {
+ nextLetters[c]++;
+ }
+}
+
+// TODO: We need to optimize addWord by using STL or something
+bool UnigramDictionary::addWord(unsigned short *word, int length, int frequency) {
+ word[length] = 0;
+ if (DEBUG_DICT && DEBUG_SHOW_FOUND_WORD) {
+ char s[length + 1];
+ for (int i = 0; i <= length; i++) s[i] = word[i];
+ LOGI("Found word = %s, freq = %d", s, frequency);
+ }
+ if (length > MAX_WORD_LENGTH) {
+ if (DEBUG_DICT) LOGI("Exceeded max word length.");
+ return false;
+ }
+
+ // Find the right insertion point
+ int insertAt = 0;
+ while (insertAt < MAX_WORDS) {
+ if (frequency > mFrequencies[insertAt] || (mFrequencies[insertAt] == frequency
+ && length < Dictionary::wideStrLen(mOutputChars + insertAt * MAX_WORD_LENGTH))) {
+ break;
+ }
+ insertAt++;
+ }
+ if (insertAt < MAX_WORDS) {
+ if (DEBUG_DICT) {
+ char s[length + 1];
+ for (int i = 0; i <= length; i++) s[i] = word[i];
+ LOGI("Added word = %s, freq = %d", s, frequency);
+ }
+ memmove((char*) mFrequencies + (insertAt + 1) * sizeof(mFrequencies[0]),
+ (char*) mFrequencies + insertAt * sizeof(mFrequencies[0]),
+ (MAX_WORDS - insertAt - 1) * sizeof(mFrequencies[0]));
+ mFrequencies[insertAt] = frequency;
+ memmove((char*) mOutputChars + (insertAt + 1) * MAX_WORD_LENGTH * sizeof(short),
+ (char*) mOutputChars + insertAt * MAX_WORD_LENGTH * sizeof(short),
+ (MAX_WORDS - insertAt - 1) * sizeof(short) * MAX_WORD_LENGTH);
+ unsigned short *dest = mOutputChars + insertAt * MAX_WORD_LENGTH;
+ while (length--) {
+ *dest++ = *word++;
+ }
+ *dest = 0; // NULL terminate
+ if (DEBUG_DICT) LOGI("Added word at %d", insertAt);
+ return true;
+ }
+ return false;
+}
+
+unsigned short UnigramDictionary::toLowerCase(unsigned short c) {
+ if (c < sizeof(BASE_CHARS) / sizeof(BASE_CHARS[0])) {
+ c = BASE_CHARS[c];
+ }
+ if (c >='A' && c <= 'Z') {
+ c |= 32;
+ } else if (c > 127) {
+ c = latin_tolower(c);
+ }
+ return c;
+}
+
+bool UnigramDictionary::sameAsTyped(unsigned short *word, int length) {
+ if (length != mInputLength) {
+ return false;
+ }
+ int *inputCodes = mInputCodes;
+ while (length--) {
+ if ((unsigned int) *inputCodes != (unsigned int) *word) {
+ return false;
+ }
+ inputCodes += MAX_PROXIMITY_CHARS;
+ word++;
+ }
+ return true;
+}
+
+static const char QUOTE = '\'';
+static const char SPACE = ' ';
+
+void UnigramDictionary::getSuggestionCandidates(const int skipPos,
+ const int excessivePos, const int transposedPos, int *nextLetters,
+ const int nextLettersSize, const int maxDepth) {
+ if (DEBUG_DICT) {
+ LOGI("getSuggestionCandidates %d", maxDepth);
+ assert(transposedPos + 1 < mInputLength);
+ assert(excessivePos < mInputLength);
+ assert(missingPos < mInputLength);
+ }
+ int rootPosition = ROOT_POS;
+ // Get the number of child of root, then increment the position
+ int childCount = Dictionary::getCount(DICT, &rootPosition);
+ int depth = 0;
+
+ mStackChildCount[0] = childCount;
+ mStackTraverseAll[0] = (mInputLength <= 0);
+ mStackNodeFreq[0] = 1;
+ mStackInputIndex[0] = 0;
+ mStackDiffs[0] = 0;
+ mStackSiblingPos[0] = rootPosition;
+
+ // Depth first search
+ while (depth >= 0) {
+ if (mStackChildCount[depth] > 0) {
+ --mStackChildCount[depth];
+ bool traverseAllNodes = mStackTraverseAll[depth];
+ int snr = mStackNodeFreq[depth];
+ int inputIndex = mStackInputIndex[depth];
+ int diffs = mStackDiffs[depth];
+ int siblingPos = mStackSiblingPos[depth];
+ int firstChildPos;
+ // depth will never be greater than maxDepth because in that case,
+ // needsToTraverseChildrenNodes should be false
+ const bool needsToTraverseChildrenNodes = processCurrentNode(siblingPos, depth,
+ maxDepth, traverseAllNodes, snr, inputIndex, diffs, skipPos, excessivePos,
+ transposedPos, nextLetters, nextLettersSize, &childCount, &firstChildPos,
+ &traverseAllNodes, &snr, &inputIndex, &diffs, &siblingPos);
+ // Update next sibling pos
+ mStackSiblingPos[depth] = siblingPos;
+ if (needsToTraverseChildrenNodes) {
+ // Goes to child node
+ ++depth;
+ mStackChildCount[depth] = childCount;
+ mStackTraverseAll[depth] = traverseAllNodes;
+ mStackNodeFreq[depth] = snr;
+ mStackInputIndex[depth] = inputIndex;
+ mStackDiffs[depth] = diffs;
+ mStackSiblingPos[depth] = firstChildPos;
+ }
+ } else {
+ // Goes to parent sibling node
+ --depth;
+ }
+ }
+}
+
+inline static void multiplyRate(const int rate, int *freq) {
+ if (rate > 1000000) {
+ *freq = (*freq / 100) * rate;
+ } else {
+ *freq = *freq * rate / 100;
+ }
+}
+
+bool UnigramDictionary::getMissingSpaceWords(const int inputLength, const int missingSpacePos) {
+ if (missingSpacePos <= 0 || missingSpacePos >= inputLength
+ || inputLength >= MAX_WORD_LENGTH) return false;
+ const int newWordLength = inputLength + 1;
+ // Allocating variable length array on stack
+ unsigned short word[newWordLength];
+ const int firstFreq = getBestWordFreq(0, missingSpacePos, mWord);
+ if (DEBUG_DICT) LOGI("First freq: %d", firstFreq);
+ if (firstFreq <= 0) return false;
+
+ for (int i = 0; i < missingSpacePos; ++i) {
+ word[i] = mWord[i];
+ }
+
+ const int secondFreq = getBestWordFreq(missingSpacePos, inputLength - missingSpacePos, mWord);
+ if (DEBUG_DICT) LOGI("Second freq: %d", secondFreq);
+ if (secondFreq <= 0) return false;
+
+ word[missingSpacePos] = SPACE;
+ for (int i = (missingSpacePos + 1); i < newWordLength; ++i) {
+ word[i] = mWord[i - missingSpacePos - 1];
+ }
+
+ int pairFreq = ((firstFreq + secondFreq) / 2);
+ for (int i = 0; i < inputLength; ++i) pairFreq *= TYPED_LETTER_MULTIPLIER;
+ multiplyRate(WORDS_WITH_MISSING_SPACE_CHARACTER_DEMOTION_RATE, &pairFreq);
+ addWord(word, newWordLength, pairFreq);
+ return true;
+}
+
+// Keep this for comparing spec to new getWords
+void UnigramDictionary::getWordsOld(const int initialPos, const int inputLength, const int skipPos,
+ const int excessivePos, const int transposedPos,int *nextLetters,
+ const int nextLettersSize) {
+ int initialPosition = initialPos;
+ const int count = Dictionary::getCount(DICT, &initialPosition);
+ getWordsRec(count, initialPosition, 0,
+ min(inputLength * MAX_DEPTH_MULTIPLIER, MAX_WORD_LENGTH),
+ mInputLength <= 0, 1, 0, 0, skipPos, excessivePos, transposedPos, nextLetters,
+ nextLettersSize);
+}
+
+void UnigramDictionary::getWordsRec(const int childrenCount, const int pos, const int depth,
+ const int maxDepth, const bool traverseAllNodes, const int snr, const int inputIndex,
+ const int diffs, const int skipPos, const int excessivePos, const int transposedPos,
+ int *nextLetters, const int nextLettersSize) {
+ int siblingPos = pos;
+ for (int i = 0; i < childrenCount; ++i) {
+ int newCount;
+ int newChildPosition;
+ const int newDepth = depth + 1;
+ bool newTraverseAllNodes;
+ int newSnr;
+ int newInputIndex;
+ int newDiffs;
+ int newSiblingPos;
+ const bool needsToTraverseChildrenNodes = processCurrentNode(siblingPos, depth, maxDepth,
+ traverseAllNodes, snr, inputIndex, diffs, skipPos, excessivePos, transposedPos,
+ nextLetters, nextLettersSize,
+ &newCount, &newChildPosition, &newTraverseAllNodes, &newSnr,
+ &newInputIndex, &newDiffs, &newSiblingPos);
+ siblingPos = newSiblingPos;
+
+ if (needsToTraverseChildrenNodes) {
+ getWordsRec(newCount, newChildPosition, newDepth, maxDepth, newTraverseAllNodes,
+ newSnr, newInputIndex, newDiffs, skipPos, excessivePos, transposedPos,
+ nextLetters, nextLettersSize);
+ }
+ }
+}
+
+inline int UnigramDictionary::calculateFinalFreq(const int inputIndex, const int depth,
+ const int snr, const int skipPos, const int excessivePos, const int transposedPos,
+ const int freq, const bool sameLength) {
+ // TODO: Demote by edit distance
+ int finalFreq = freq * snr;
+ if (skipPos >= 0) multiplyRate(WORDS_WITH_MISSING_CHARACTER_DEMOTION_RATE, &finalFreq);
+ if (transposedPos >= 0) multiplyRate(
+ WORDS_WITH_TRANSPOSED_CHARACTERS_DEMOTION_RATE, &finalFreq);
+ if (excessivePos >= 0) {
+ multiplyRate(WORDS_WITH_EXCESSIVE_CHARACTER_DEMOTION_RATE, &finalFreq);
+ if (!existsAdjacentProximityChars(inputIndex, mInputLength)) {
+ multiplyRate(WORDS_WITH_EXCESSIVE_CHARACTER_OUT_OF_PROXIMITY_DEMOTION_RATE, &finalFreq);
+ }
+ }
+ int lengthFreq = TYPED_LETTER_MULTIPLIER;
+ for (int i = 0; i < depth; ++i) lengthFreq *= TYPED_LETTER_MULTIPLIER;
+ if (lengthFreq == snr) {
+ if (depth > 1) {
+ if (DEBUG_DICT) LOGI("Found full matched word.");
+ multiplyRate(FULL_MATCHED_WORDS_PROMOTION_RATE, &finalFreq);
+ }
+ if (sameLength && transposedPos < 0 && skipPos < 0 && excessivePos < 0) {
+ finalFreq *= FULL_MATCH_ACCENTS_OR_CAPITALIZATION_DIFFER_MULTIPLIER;
+ }
+ }
+ if (sameLength && skipPos < 0) finalFreq *= FULL_WORD_MULTIPLIER;
+ return finalFreq;
+}
+
+inline void UnigramDictionary::onTerminalWhenUserTypedLengthIsGreaterThanInputLength(
+ unsigned short *word, const int inputIndex, const int depth, const int snr,
+ int *nextLetters, const int nextLettersSize, const int skipPos, const int excessivePos,
+ const int transposedPos, const int freq) {
+ const int finalFreq = calculateFinalFreq(inputIndex, depth, snr, skipPos, excessivePos,
+ transposedPos, freq, false);
+ if (depth >= MIN_SUGGEST_DEPTH) addWord(word, depth + 1, finalFreq);
+ if (depth >= mInputLength && skipPos < 0) {
+ registerNextLetter(mWord[mInputLength], nextLetters, nextLettersSize);
+ }
+}
+
+inline void UnigramDictionary::onTerminalWhenUserTypedLengthIsSameAsInputLength(
+ unsigned short *word, const int inputIndex, const int depth, const int snr,
+ const int skipPos, const int excessivePos, const int transposedPos, const int freq) {
+ if (sameAsTyped(word, depth + 1)) return;
+ const int finalFreq = calculateFinalFreq(inputIndex, depth, snr, skipPos,
+ excessivePos, transposedPos, freq, true);
+ // Proximity collection will promote a word of the same length as what user typed.
+ if (depth >= MIN_SUGGEST_DEPTH) addWord(word, depth + 1, finalFreq);
+}
+
+inline bool UnigramDictionary::needsToSkipCurrentNode(const unsigned short c,
+ const int inputIndex, const int skipPos, const int depth) {
+ const unsigned short userTypedChar = (mInputCodes + (inputIndex * MAX_PROXIMITY_CHARS))[0];
+ // Skip the ' or other letter and continue deeper
+ return (c == QUOTE && userTypedChar != QUOTE) || skipPos == depth;
+}
+
+inline bool UnigramDictionary::existsAdjacentProximityChars(const int inputIndex,
+ const int inputLength) {
+ if (inputIndex < 0 || inputIndex >= inputLength) return false;
+ const int currentChar = *getInputCharsAt(inputIndex);
+ const int leftIndex = inputIndex - 1;
+ if (leftIndex >= 0) {
+ int *leftChars = getInputCharsAt(leftIndex);
+ int i = 0;
+ while (leftChars[i] > 0 && i < MAX_PROXIMITY_CHARS) {
+ if (leftChars[i++] == currentChar) return true;
+ }
+ }
+ const int rightIndex = inputIndex + 1;
+ if (rightIndex < inputLength) {
+ int *rightChars = getInputCharsAt(rightIndex);
+ int i = 0;
+ while (rightChars[i] > 0 && i < MAX_PROXIMITY_CHARS) {
+ if (rightChars[i++] == currentChar) return true;
+ }
+ }
+ return false;
+}
+
+inline UnigramDictionary::ProximityType UnigramDictionary::getMatchedProximityId(
+ const int *currentChars, const unsigned short c, const int skipPos,
+ const int excessivePos, const int transposedPos) {
+ const unsigned short lowerC = toLowerCase(c);
+ int j = 0;
+ while (currentChars[j] > 0 && j < MAX_PROXIMITY_CHARS) {
+ const bool matched = (currentChars[j] == lowerC || currentChars[j] == c);
+ // If skipPos is defined, not to search proximity collections.
+ // First char is what user typed.
+ if (matched) {
+ if (j > 0) return NEAR_PROXIMITY_CHAR;
+ return SAME_OR_ACCENTED_OR_CAPITALIZED_CHAR;
+ } else if (skipPos >= 0 || excessivePos >= 0 || transposedPos >= 0) {
+ // Not to check proximity characters
+ return UNRELATED_CHAR;
+ }
+ ++j;
+ }
+ return UNRELATED_CHAR;
+}
+
+inline bool UnigramDictionary::processCurrentNode(const int pos, const int depth,
+ const int maxDepth, const bool traverseAllNodes, int snr, int inputIndex,
+ const int diffs, const int skipPos, const int excessivePos, const int transposedPos,
+ int *nextLetters, const int nextLettersSize, int *newCount, int *newChildPosition,
+ bool *newTraverseAllNodes, int *newSnr, int*newInputIndex, int *newDiffs,
+ int *nextSiblingPosition) {
+ if (DEBUG_DICT) {
+ int inputCount = 0;
+ if (skipPos >= 0) ++inputCount;
+ if (excessivePos >= 0) ++inputCount;
+ if (transposedPos >= 0) ++inputCount;
+ assert(inputCount <= 1);
+ }
+ unsigned short c;
+ int childPosition;
+ bool terminal;
+ int freq;
+ bool isSameAsUserTypedLength = false;
+
+ if (excessivePos == depth && inputIndex < mInputLength - 1) ++inputIndex;
+
+ *nextSiblingPosition = Dictionary::setDictionaryValues(DICT, IS_LATEST_DICT_VERSION, pos, &c,
+ &childPosition, &terminal, &freq);
+
+ const bool needsToTraverseChildrenNodes = childPosition != 0;
+
+ // If we are only doing traverseAllNodes, no need to look at the typed characters.
+ if (traverseAllNodes || needsToSkipCurrentNode(c, inputIndex, skipPos, depth)) {
+ mWord[depth] = c;
+ if (traverseAllNodes && terminal) {
+ onTerminalWhenUserTypedLengthIsGreaterThanInputLength(mWord, inputIndex, depth,
+ snr, nextLetters, nextLettersSize, skipPos, excessivePos, transposedPos, freq);
+ }
+ if (!needsToTraverseChildrenNodes) return false;
+ *newTraverseAllNodes = traverseAllNodes;
+ *newSnr = snr;
+ *newDiffs = diffs;
+ *newInputIndex = inputIndex;
+ } else {
+ int *currentChars = mInputCodes + (inputIndex * MAX_PROXIMITY_CHARS);
+
+ if (transposedPos >= 0) {
+ if (inputIndex == transposedPos) currentChars += MAX_PROXIMITY_CHARS;
+ if (inputIndex == (transposedPos + 1)) currentChars -= MAX_PROXIMITY_CHARS;
+ }
+
+ int matchedProximityCharId = getMatchedProximityId(currentChars, c, skipPos, excessivePos,
+ transposedPos);
+ if (UNRELATED_CHAR == matchedProximityCharId) return false;
+ mWord[depth] = c;
+ // If inputIndex is greater than mInputLength, that means there is no
+ // proximity chars. So, we don't need to check proximity.
+ if (SAME_OR_ACCENTED_OR_CAPITALIZED_CHAR == matchedProximityCharId) {
+ snr = snr * TYPED_LETTER_MULTIPLIER;
+ }
+ bool isSameAsUserTypedLength = mInputLength == inputIndex + 1
+ || (excessivePos == mInputLength - 1 && inputIndex == mInputLength - 2);
+ if (isSameAsUserTypedLength && terminal) {
+ onTerminalWhenUserTypedLengthIsSameAsInputLength(mWord, inputIndex, depth, snr,
+ skipPos, excessivePos, transposedPos, freq);
+ }
+ if (!needsToTraverseChildrenNodes) return false;
+ // Start traversing all nodes after the index exceeds the user typed length
+ *newTraverseAllNodes = isSameAsUserTypedLength;
+ *newSnr = snr;
+ *newDiffs = diffs + ((NEAR_PROXIMITY_CHAR == matchedProximityCharId) ? 1 : 0);
+ *newInputIndex = inputIndex + 1;
+ }
+ // Optimization: Prune out words that are too long compared to how much was typed.
+ if (depth >= maxDepth || *newDiffs > mMaxEditDistance) {
+ return false;
+ }
+
+ // If inputIndex is greater than mInputLength, that means there are no proximity chars.
+ // TODO: Check if this can be isSameAsUserTypedLength only.
+ if (isSameAsUserTypedLength || mInputLength <= *newInputIndex) {
+ *newTraverseAllNodes = true;
+ }
+ // get the count of nodes and increment childAddress.
+ *newCount = Dictionary::getCount(DICT, &childPosition);
+ *newChildPosition = childPosition;
+ if (DEBUG_DICT) assert(needsToTraverseChildrenNodes);
+ return needsToTraverseChildrenNodes;
+}
+
+inline int UnigramDictionary::getBestWordFreq(const int startInputIndex, const int inputLength,
+ unsigned short *word) {
+ int pos = ROOT_POS;
+ int count = Dictionary::getCount(DICT, &pos);
+ int maxFreq = 0;
+ int depth = 0;
+ unsigned short newWord[MAX_WORD_LENGTH_INTERNAL];
+ bool terminal = false;
+
+ mStackChildCount[0] = count;
+ mStackSiblingPos[0] = pos;
+
+ while (depth >= 0) {
+ if (mStackChildCount[depth] > 0) {
+ --mStackChildCount[depth];
+ int firstChildPos;
+ int newFreq;
+ int siblingPos = mStackSiblingPos[depth];
+ const bool needsToTraverseChildrenNodes = processCurrentNodeForExactMatch(siblingPos,
+ startInputIndex, depth, newWord, &firstChildPos, &count, &terminal, &newFreq,
+ &siblingPos);
+ mStackSiblingPos[depth] = siblingPos;
+ if (depth == (inputLength - 1)) {
+ // Traverse sibling node
+ if (terminal) {
+ if (newFreq > maxFreq) {
+ for (int i = 0; i < inputLength; ++i) word[i] = newWord[i];
+ if (DEBUG_DICT && DEBUG_NODE) {
+ char s[inputLength + 1];
+ for (int i = 0; i < inputLength; ++i) s[i] = word[i];
+ s[inputLength] = 0;
+ LOGI("New missing space word found: %d > %d (%s), %d, %d",
+ newFreq, maxFreq, s, inputLength, depth);
+ }
+ maxFreq = newFreq;
+ }
+ }
+ } else if (needsToTraverseChildrenNodes) {
+ // Traverse children nodes
+ ++depth;
+ mStackChildCount[depth] = count;
+ mStackSiblingPos[depth] = firstChildPos;
+ }
+ } else {
+ // Traverse parent node
+ --depth;
+ }
+ }
+
+ word[inputLength] = 0;
+ return maxFreq;
+}
+
+inline bool UnigramDictionary::processCurrentNodeForExactMatch(const int firstChildPos,
+ const int startInputIndex, const int depth, unsigned short *word, int *newChildPosition,
+ int *newCount, bool *newTerminal, int *newFreq, int *siblingPos) {
+ const int inputIndex = startInputIndex + depth;
+ const int *currentChars = mInputCodes + (inputIndex * MAX_PROXIMITY_CHARS);
+ unsigned short c;
+ *siblingPos = Dictionary::setDictionaryValues(DICT, IS_LATEST_DICT_VERSION, firstChildPos, &c,
+ newChildPosition, newTerminal, newFreq);
+ const unsigned int inputC = currentChars[0];
+ if (DEBUG_DICT) assert(inputC <= U_SHORT_MAX);
+ const unsigned short lowerC = toLowerCase(c);
+ const bool matched = (inputC == lowerC || inputC == c);
+ const bool hasChild = *newChildPosition != 0;
+ if (matched) {
+ word[depth] = c;
+ if (DEBUG_DICT && DEBUG_NODE) {
+ LOGI("Node(%c, %c)<%d>, %d, %d", inputC, c, matched, hasChild, *newFreq);
+ if (*newTerminal) LOGI("Terminal %d", *newFreq);
+ }
+ if (hasChild) {
+ *newCount = Dictionary::getCount(DICT, newChildPosition);
+ return true;
+ } else {
+ return false;
+ }
+ } else {
+ // If this node is not user typed character, this method treats this word as unmatched.
+ // Thus newTerminal shouldn't be true.
+ *newTerminal = false;
+ return false;
+ }
+}
+} // namespace latinime