Truncate entries in language model dict content.
Bug: 14425059 Change-Id: I023c1d5109a2c43fcea3bb11a0fd7198c82891ba
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3 changed files with 152 additions and 0 deletions
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@ -16,6 +16,9 @@
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#include "suggest/policyimpl/dictionary/structure/v4/content/language_model_dict_content.h"
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#include <algorithm>
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#include <cstring>
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#include "suggest/policyimpl/dictionary/utils/forgetting_curve_utils.h"
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namespace latinime {
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@ -68,6 +71,19 @@ bool LanguageModelDictContent::removeNgramProbabilityEntry(const WordIdArrayView
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return mTrieMap.remove(wordId, bitmapEntryIndex);
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}
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bool LanguageModelDictContent::truncateEntries(const int *const entryCounts,
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const int *const maxEntryCounts, const HeaderPolicy *const headerPolicy) {
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for (int i = 0; i <= MAX_PREV_WORD_COUNT_FOR_N_GRAM; ++i) {
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if (entryCounts[i] <= maxEntryCounts[i]) {
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continue;
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}
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if (!turncateEntriesInSpecifiedLevel(headerPolicy, maxEntryCounts[i], i)) {
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return false;
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}
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}
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return true;
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}
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bool LanguageModelDictContent::runGCInner(
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const TerminalPositionLookupTable::TerminalIdMap *const terminalIdMap,
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const TrieMap::TrieMapRange trieMapRange,
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@ -162,4 +178,87 @@ bool LanguageModelDictContent::updateAllProbabilityEntriesInner(const int bitmap
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return true;
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}
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bool LanguageModelDictContent::turncateEntriesInSpecifiedLevel(
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const HeaderPolicy *const headerPolicy, const int maxEntryCount, const int targetLevel) {
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std::vector<int> prevWordIds;
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std::vector<EntryInfoToTurncate> entryInfoVector;
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if (!getEntryInfo(headerPolicy, targetLevel, mTrieMap.getRootBitmapEntryIndex(),
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&prevWordIds, &entryInfoVector)) {
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return false;
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}
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if (static_cast<int>(entryInfoVector.size()) <= maxEntryCount) {
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return true;
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}
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const int entryCountToRemove = static_cast<int>(entryInfoVector.size()) - maxEntryCount;
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std::partial_sort(entryInfoVector.begin(), entryInfoVector.begin() + entryCountToRemove,
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entryInfoVector.end(),
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EntryInfoToTurncate::Comparator());
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for (int i = 0; i < entryCountToRemove; ++i) {
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const EntryInfoToTurncate &entryInfo = entryInfoVector[i];
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if (!removeNgramProbabilityEntry(
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WordIdArrayView(entryInfo.mPrevWordIds, entryInfo.mEntryLevel), entryInfo.mKey)) {
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return false;
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}
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}
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return true;
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}
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bool LanguageModelDictContent::getEntryInfo(const HeaderPolicy *const headerPolicy,
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const int targetLevel, const int bitmapEntryIndex, std::vector<int> *const prevWordIds,
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std::vector<EntryInfoToTurncate> *const outEntryInfo) const {
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const int currentLevel = prevWordIds->size();
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for (const auto &entry : mTrieMap.getEntriesInSpecifiedLevel(bitmapEntryIndex)) {
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if (currentLevel < targetLevel) {
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if (!entry.hasNextLevelMap()) {
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continue;
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}
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prevWordIds->push_back(entry.key());
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if (!getEntryInfo(headerPolicy, targetLevel, entry.getNextLevelBitmapEntryIndex(),
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prevWordIds, outEntryInfo)) {
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return false;
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}
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prevWordIds->pop_back();
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continue;
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}
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const ProbabilityEntry probabilityEntry =
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ProbabilityEntry::decode(entry.value(), mHasHistoricalInfo);
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const int probability = (mHasHistoricalInfo) ?
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ForgettingCurveUtils::decodeProbability(probabilityEntry.getHistoricalInfo(),
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headerPolicy) : probabilityEntry.getProbability();
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outEntryInfo->emplace_back(probability,
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probabilityEntry.getHistoricalInfo()->getTimeStamp(),
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entry.key(), targetLevel, prevWordIds->data());
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}
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return true;
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}
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bool LanguageModelDictContent::EntryInfoToTurncate::Comparator::operator()(
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const EntryInfoToTurncate &left, const EntryInfoToTurncate &right) const {
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if (left.mProbability != right.mProbability) {
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return left.mProbability < right.mProbability;
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}
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if (left.mTimestamp != right.mTimestamp) {
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return left.mTimestamp > right.mTimestamp;
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}
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if (left.mKey != right.mKey) {
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return left.mKey < right.mKey;
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}
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if (left.mEntryLevel != right.mEntryLevel) {
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return left.mEntryLevel > right.mEntryLevel;
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}
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for (int i = 0; i < left.mEntryLevel; ++i) {
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if (left.mPrevWordIds[i] != right.mPrevWordIds[i]) {
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return left.mPrevWordIds[i] < right.mPrevWordIds[i];
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}
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}
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// left and rigth represent the same entry.
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return false;
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}
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LanguageModelDictContent::EntryInfoToTurncate::EntryInfoToTurncate(const int probability,
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const int timestamp, const int key, const int entryLevel, const int *const prevWordIds)
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: mProbability(probability), mTimestamp(timestamp), mKey(key), mEntryLevel(entryLevel) {
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memmove(mPrevWordIds, prevWordIds, mEntryLevel * sizeof(mPrevWordIds[0]));
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}
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} // namespace latinime
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@ -18,6 +18,7 @@
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#define LATINIME_LANGUAGE_MODEL_DICT_CONTENT_H
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#include <cstdio>
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#include <vector>
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#include "defines.h"
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#include "suggest/policyimpl/dictionary/structure/v4/content/probability_entry.h"
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@ -77,13 +78,43 @@ class LanguageModelDictContent {
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bool updateAllProbabilityEntries(const HeaderPolicy *const headerPolicy,
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int *const outEntryCounts) {
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for (int i = 0; i <= MAX_PREV_WORD_COUNT_FOR_N_GRAM; ++i) {
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outEntryCounts[i] = 0;
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}
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return updateAllProbabilityEntriesInner(mTrieMap.getRootBitmapEntryIndex(), 0 /* level */,
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headerPolicy, outEntryCounts);
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}
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// entryCounts should be created by updateAllProbabilityEntries.
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bool truncateEntries(const int *const entryCounts, const int *const maxEntryCounts,
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const HeaderPolicy *const headerPolicy);
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private:
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DISALLOW_COPY_AND_ASSIGN(LanguageModelDictContent);
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class EntryInfoToTurncate {
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public:
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class Comparator {
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public:
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bool operator()(const EntryInfoToTurncate &left,
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const EntryInfoToTurncate &right) const;
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private:
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DISALLOW_ASSIGNMENT_OPERATOR(Comparator);
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};
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EntryInfoToTurncate(const int probability, const int timestamp, const int key,
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const int entryLevel, const int *const prevWordIds);
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int mProbability;
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int mTimestamp;
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int mKey;
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int mEntryLevel;
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int mPrevWordIds[MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1];
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private:
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DISALLOW_DEFAULT_CONSTRUCTOR(EntryInfoToTurncate);
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};
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TrieMap mTrieMap;
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const bool mHasHistoricalInfo;
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@ -94,6 +125,11 @@ class LanguageModelDictContent {
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int getBitmapEntryIndex(const WordIdArrayView prevWordIds) const;
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bool updateAllProbabilityEntriesInner(const int bitmapEntryIndex, const int level,
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const HeaderPolicy *const headerPolicy, int *const outEntryCounts);
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bool turncateEntriesInSpecifiedLevel(const HeaderPolicy *const headerPolicy,
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const int maxEntryCount, const int targetLevel);
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bool getEntryInfo(const HeaderPolicy *const headerPolicy, const int targetLevel,
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const int bitmapEntryIndex, std::vector<int> *const prevWordIds,
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std::vector<EntryInfoToTurncate> *const outEntryInfo) const;
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};
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} // namespace latinime
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#endif /* LATINIME_LANGUAGE_MODEL_DICT_CONTENT_H */
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@ -91,6 +91,21 @@ bool Ver4PatriciaTrieWritingHelper::runGC(const int rootPtNodeArrayPos,
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AKLOGE("Failed to update probabilities in language model dict content.");
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return false;
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}
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if (headerPolicy->isDecayingDict()) {
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int maxEntryCountTable[MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1];
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maxEntryCountTable[0] = headerPolicy->getMaxUnigramCount();
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maxEntryCountTable[1] = headerPolicy->getMaxBigramCount();
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for (size_t i = 2; i < NELEMS(maxEntryCountTable); ++i) {
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// TODO: Have max n-gram count.
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maxEntryCountTable[i] = headerPolicy->getMaxBigramCount();
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}
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if (!mBuffers->getMutableLanguageModelDictContent()->truncateEntries(entryCountTable,
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maxEntryCountTable, headerPolicy)) {
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AKLOGE("Failed to truncate entries in language model dict content.");
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return false;
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}
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}
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DynamicPtReadingHelper readingHelper(&ptNodeReader, &ptNodeArrayReader);
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readingHelper.initWithPtNodeArrayPos(rootPtNodeArrayPos);
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DynamicPtGcEventListeners
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@ -193,6 +208,7 @@ bool Ver4PatriciaTrieWritingHelper::runGC(const int rootPtNodeArrayPos,
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return true;
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}
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// TODO: Remove.
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bool Ver4PatriciaTrieWritingHelper::truncateUnigrams(
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const Ver4PatriciaTrieNodeReader *const ptNodeReader,
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Ver4PatriciaTrieNodeWriter *const ptNodeWriter, const int maxUnigramCount) {
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@ -233,6 +249,7 @@ bool Ver4PatriciaTrieWritingHelper::truncateUnigrams(
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return true;
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}
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// TODO: Remove.
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bool Ver4PatriciaTrieWritingHelper::truncateBigrams(const int maxBigramCount) {
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const TerminalPositionLookupTable *const terminalPosLookupTable =
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mBuffers->getTerminalPositionLookupTable();
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