Merge "Support unigram historical information migration."
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commit
6b1160f899
7 changed files with 110 additions and 27 deletions
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@ -335,8 +335,9 @@ static void latinime_BinaryDictionary_addUnigramWord(JNIEnv *env, jclass clazz,
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if (!shortcutTargetCodePoints.empty()) {
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shortcuts.emplace_back(&shortcutTargetCodePoints, shortcutProbability);
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}
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// Use 1 for count to indicate the word has inputed.
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const UnigramProperty unigramProperty(isNotAWord, isBlacklisted,
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probability, timestamp, 0 /* level */, 0 /* count */, &shortcuts);
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probability, timestamp, 0 /* level */, 1 /* count */, &shortcuts);
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dictionary->addUnigramWord(codePoints, codePointCount, &unigramProperty);
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}
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@ -436,8 +437,9 @@ static int latinime_BinaryDictionary_addMultipleDictionaryEntries(JNIEnv *env, j
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env->GetIntField(languageModelParam, shortcutProbabilityFieldId);
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shortcuts.emplace_back(&shortcutTargetCodePoints, shortcutProbability);
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}
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// Use 1 for count to indicate the word has inputed.
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const UnigramProperty unigramProperty(isNotAWord, isBlacklisted,
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unigramProbability, timestamp, 0 /* level */, 0 /* count */, &shortcuts);
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unigramProbability, timestamp, 0 /* level */, 1 /* count */, &shortcuts);
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dictionary->addUnigramWord(word1CodePoints, word1Length, &unigramProperty);
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if (word0) {
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jint bigramProbability = env->GetIntField(languageModelParam, bigramProbabilityFieldId);
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@ -257,10 +257,12 @@ const BigramEntry Ver4BigramListPolicy::createUpdatedBigramEntryFrom(
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const int timestamp) const {
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// TODO: Consolidate historical info and probability.
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if (mHeaderPolicy->hasHistoricalInfoOfWords()) {
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// Use 1 for count to indicate the bigram has inputed.
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const HistoricalInfo historicalInfoForUpdate(timestamp, 0 /* level */, 1 /* count */);
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const HistoricalInfo updatedHistoricalInfo =
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ForgettingCurveUtils::createUpdatedHistoricalInfo(
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originalBigramEntry->getHistoricalInfo(), newProbability, timestamp,
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mHeaderPolicy);
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originalBigramEntry->getHistoricalInfo(), newProbability,
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&historicalInfoForUpdate, mHeaderPolicy);
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return originalBigramEntry->updateHistoricalInfoAndGetEntry(&updatedHistoricalInfo);
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} else {
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return originalBigramEntry->updateProbabilityAndGetEntry(newProbability);
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@ -387,11 +387,12 @@ const ProbabilityEntry Ver4PatriciaTrieNodeWriter::createUpdatedEntryFrom(
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const UnigramProperty *const unigramProperty) const {
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// TODO: Consolidate historical info and probability.
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if (mHeaderPolicy->hasHistoricalInfoOfWords()) {
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const HistoricalInfo historicalInfoForUpdate(unigramProperty->getTimestamp(),
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unigramProperty->getLevel(), unigramProperty->getCount());
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const HistoricalInfo updatedHistoricalInfo =
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ForgettingCurveUtils::createUpdatedHistoricalInfo(
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originalProbabilityEntry->getHistoricalInfo(),
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unigramProperty->getProbability(), unigramProperty->getTimestamp(),
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mHeaderPolicy);
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unigramProperty->getProbability(), &historicalInfoForUpdate, mHeaderPolicy);
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return originalProbabilityEntry->createEntryWithUpdatedHistoricalInfo(
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&updatedHistoricalInfo);
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} else {
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@ -425,6 +425,9 @@ const WordProperty Ver4PatriciaTriePolicy::getWordProperty(const int *const code
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}
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int Ver4PatriciaTriePolicy::getNextWordAndNextToken(const int token, int *const outCodePoints) {
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// TODO: Return code point count like other methods.
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// Null termination.
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outCodePoints[0] = 0;
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if (token == 0) {
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mTerminalPtNodePositionsForIteratingWords.clear();
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DynamicPtReadingHelper::TraversePolicyToGetAllTerminalPtNodePositions traversePolicy(
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@ -441,8 +444,13 @@ int Ver4PatriciaTriePolicy::getNextWordAndNextToken(const int token, int *const
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}
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const int terminalPtNodePos = mTerminalPtNodePositionsForIteratingWords[token];
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int unigramProbability = NOT_A_PROBABILITY;
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getCodePointsAndProbabilityAndReturnCodePointCount(terminalPtNodePos, MAX_WORD_LENGTH,
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outCodePoints, &unigramProbability);
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const int codePointCount = getCodePointsAndProbabilityAndReturnCodePointCount(
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terminalPtNodePos, MAX_WORD_LENGTH, outCodePoints, &unigramProbability);
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if (codePointCount < MAX_WORD_LENGTH) {
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// Null termination. outCodePoints have to be null terminated or contain MAX_WORD_LENGTH
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// code points.
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outCodePoints[codePointCount] = 0;
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}
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const int nextToken = token + 1;
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if (nextToken >= terminalPtNodePositionsVectorSize) {
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// All words have been iterated.
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@ -30,7 +30,7 @@ const int ForgettingCurveUtils::MULTIPLIER_TWO_IN_PROBABILITY_SCALE = 8;
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const int ForgettingCurveUtils::DECAY_INTERVAL_SECONDS = 2 * 60 * 60;
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const int ForgettingCurveUtils::MAX_LEVEL = 3;
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const int ForgettingCurveUtils::MIN_VALID_LEVEL = 1;
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const int ForgettingCurveUtils::MIN_VISIBLE_LEVEL = 1;
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const int ForgettingCurveUtils::MAX_ELAPSED_TIME_STEP_COUNT = 15;
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const int ForgettingCurveUtils::DISCARD_LEVEL_ZERO_ENTRY_TIME_STEP_COUNT_THRESHOLD = 14;
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@ -41,25 +41,34 @@ const ForgettingCurveUtils::ProbabilityTable ForgettingCurveUtils::sProbabilityT
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// TODO: Revise the logic to decide the initial probability depending on the given probability.
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/* static */ const HistoricalInfo ForgettingCurveUtils::createUpdatedHistoricalInfo(
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const HistoricalInfo *const originalHistoricalInfo,
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const int newProbability, const int timestamp, const HeaderPolicy *const headerPolicy) {
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const HistoricalInfo *const originalHistoricalInfo, const int newProbability,
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const HistoricalInfo *const newHistoricalInfo, const HeaderPolicy *const headerPolicy) {
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const int timestamp = newHistoricalInfo->getTimeStamp();
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if (newProbability != NOT_A_PROBABILITY && originalHistoricalInfo->getLevel() == 0) {
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return HistoricalInfo(timestamp, MIN_VALID_LEVEL /* level */, 0 /* count */);
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} else if (!originalHistoricalInfo->isValid()) {
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// Add entry as a valid word.
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const int level = clampToVisibleEntryLevelRange(newHistoricalInfo->getLevel());
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const int count = clampToValidCountRange(newHistoricalInfo->getCount(), headerPolicy);
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return HistoricalInfo(timestamp, level, count);
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} else if (!originalHistoricalInfo->isValid()
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|| originalHistoricalInfo->getLevel() < newHistoricalInfo->getLevel()
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|| (originalHistoricalInfo->getLevel() == newHistoricalInfo->getLevel()
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&& originalHistoricalInfo->getCount() < newHistoricalInfo->getCount())) {
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// Initial information.
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return HistoricalInfo(timestamp, 0 /* level */, 1 /* count */);
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const int level = clampToValidLevelRange(newHistoricalInfo->getLevel());
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const int count = clampToValidCountRange(newHistoricalInfo->getCount(), headerPolicy);
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return HistoricalInfo(timestamp, level, count);
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} else {
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const int updatedCount = originalHistoricalInfo->getCount() + 1;
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if (updatedCount >= headerPolicy->getForgettingCurveOccurrencesToLevelUp()) {
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// The count exceeds the max value the level can be incremented.
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if (originalHistoricalInfo->getLevel() >= MAX_LEVEL) {
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// The level is already max.
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return HistoricalInfo(timestamp, originalHistoricalInfo->getLevel(),
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originalHistoricalInfo->getCount());
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return HistoricalInfo(timestamp,
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originalHistoricalInfo->getLevel(), originalHistoricalInfo->getCount());
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} else {
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// Level up.
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return HistoricalInfo(timestamp, originalHistoricalInfo->getLevel() + 1,
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0 /* count */);
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return HistoricalInfo(timestamp,
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originalHistoricalInfo->getLevel() + 1, 0 /* count */);
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}
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} else {
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return HistoricalInfo(timestamp, originalHistoricalInfo->getLevel(), updatedCount);
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@ -73,8 +82,8 @@ const ForgettingCurveUtils::ProbabilityTable ForgettingCurveUtils::sProbabilityT
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headerPolicy->getForgettingCurveDurationToLevelDown());
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return sProbabilityTable.getProbability(
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headerPolicy->getForgettingCurveProbabilityValuesTableId(),
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std::min(std::max(historicalInfo->getLevel(), 0), MAX_LEVEL),
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std::min(std::max(elapsedTimeStepCount, 0), MAX_ELAPSED_TIME_STEP_COUNT));
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clampToValidLevelRange(historicalInfo->getLevel()),
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clampToValidTimeStepCountRange(elapsedTimeStepCount));
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}
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/* static */ int ForgettingCurveUtils::getProbability(const int unigramProbability,
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@ -155,6 +164,23 @@ const ForgettingCurveUtils::ProbabilityTable ForgettingCurveUtils::sProbabilityT
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return elapsedTimeInSeconds / timeStepDurationInSeconds;
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}
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/* static */ int ForgettingCurveUtils::clampToVisibleEntryLevelRange(const int level) {
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return std::min(std::max(level, MIN_VISIBLE_LEVEL), MAX_LEVEL);
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}
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/* static */ int ForgettingCurveUtils::clampToValidCountRange(const int count,
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const HeaderPolicy *const headerPolicy) {
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return std::min(std::max(count, 0), headerPolicy->getForgettingCurveOccurrencesToLevelUp() - 1);
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}
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/* static */ int ForgettingCurveUtils::clampToValidLevelRange(const int level) {
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return std::min(std::max(level, 0), MAX_LEVEL);
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}
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/* static */ int ForgettingCurveUtils::clampToValidTimeStepCountRange(const int timeStepCount) {
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return std::min(std::max(timeStepCount, 0), MAX_ELAPSED_TIME_STEP_COUNT);
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}
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const int ForgettingCurveUtils::ProbabilityTable::PROBABILITY_TABLE_COUNT = 4;
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const int ForgettingCurveUtils::ProbabilityTable::WEAK_PROBABILITY_TABLE_ID = 0;
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const int ForgettingCurveUtils::ProbabilityTable::MODEST_PROBABILITY_TABLE_ID = 1;
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@ -30,7 +30,7 @@ class ForgettingCurveUtils {
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public:
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static const HistoricalInfo createUpdatedHistoricalInfo(
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const HistoricalInfo *const originalHistoricalInfo, const int newProbability,
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const int timestamp, const HeaderPolicy *const headerPolicy);
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const HistoricalInfo *const newHistoricalInfo, const HeaderPolicy *const headerPolicy);
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static const HistoricalInfo createHistoricalInfoToSave(
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const HistoricalInfo *const originalHistoricalInfo,
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@ -93,7 +93,7 @@ class ForgettingCurveUtils {
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static const int DECAY_INTERVAL_SECONDS;
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static const int MAX_LEVEL;
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static const int MIN_VALID_LEVEL;
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static const int MIN_VISIBLE_LEVEL;
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static const int MAX_ELAPSED_TIME_STEP_COUNT;
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static const int DISCARD_LEVEL_ZERO_ENTRY_TIME_STEP_COUNT_THRESHOLD;
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@ -103,8 +103,11 @@ class ForgettingCurveUtils {
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static const ProbabilityTable sProbabilityTable;
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static int backoff(const int unigramProbability);
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static int getElapsedTimeStepCount(const int timestamp, const int durationToLevelDown);
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static int clampToVisibleEntryLevelRange(const int level);
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static int clampToValidLevelRange(const int level);
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static int clampToValidCountRange(const int count, const HeaderPolicy *const headerPolicy);
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static int clampToValidTimeStepCountRange(const int timeStepCount);
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};
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} // namespace latinime
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#endif /* LATINIME_FORGETTING_CURVE_UTILS_H */
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@ -93,15 +93,17 @@ public class BinaryDictionaryDecayingTests extends AndroidTestCase {
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private File createEmptyDictionaryAndGetFile(final String dictId,
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final int formatVersion) throws IOException {
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if (formatVersion == FormatSpec.VERSION4) {
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return createEmptyVer4DictionaryAndGetFile(dictId);
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if (formatVersion == FormatSpec.VERSION4
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|| formatVersion == FormatSpec.VERSION4_ONLY_FOR_TESTING) {
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return createEmptyVer4DictionaryAndGetFile(dictId, formatVersion);
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} else {
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throw new IOException("Dictionary format version " + formatVersion
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+ " is not supported.");
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}
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}
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private File createEmptyVer4DictionaryAndGetFile(final String dictId) throws IOException {
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private File createEmptyVer4DictionaryAndGetFile(final String dictId, final int formatVersion)
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throws IOException {
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final File file = File.createTempFile(dictId, TEST_DICT_FILE_EXTENSION,
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getContext().getCacheDir());
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FileUtils.deleteRecursively(file);
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@ -113,7 +115,7 @@ public class BinaryDictionaryDecayingTests extends AndroidTestCase {
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DictionaryHeader.ATTRIBUTE_VALUE_TRUE);
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attributeMap.put(DictionaryHeader.HAS_HISTORICAL_INFO_KEY,
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DictionaryHeader.ATTRIBUTE_VALUE_TRUE);
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if (BinaryDictionaryUtils.createEmptyDictFile(file.getAbsolutePath(), FormatSpec.VERSION4,
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if (BinaryDictionaryUtils.createEmptyDictFile(file.getAbsolutePath(), formatVersion,
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LocaleUtils.constructLocaleFromString(TEST_LOCALE), attributeMap)) {
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return file;
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} else {
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@ -562,4 +564,43 @@ public class BinaryDictionaryDecayingTests extends AndroidTestCase {
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}
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}
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}
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public void testDictMigration() {
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testDictMigration(FormatSpec.VERSION4_ONLY_FOR_TESTING, FormatSpec.VERSION4);
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}
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private void testDictMigration(final int fromFormatVersion, final int toFormatVersion) {
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setCurrentTimeForTestMode(mCurrentTime);
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File dictFile = null;
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try {
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dictFile = createEmptyDictionaryAndGetFile("TestBinaryDictionary", fromFormatVersion);
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} catch (IOException e) {
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fail("IOException while writing an initial dictionary : " + e);
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}
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final BinaryDictionary binaryDictionary = new BinaryDictionary(dictFile.getAbsolutePath(),
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0 /* offset */, dictFile.length(), true /* useFullEditDistance */,
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Locale.getDefault(), TEST_LOCALE, true /* isUpdatable */);
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// TODO: Add tests for bigrams when the implementation gets ready.
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addUnigramWord(binaryDictionary, "aaa", DUMMY_PROBABILITY);
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assertTrue(binaryDictionary.isValidWord("aaa"));
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addUnigramWord(binaryDictionary, "bbb", Dictionary.NOT_A_PROBABILITY);
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assertFalse(binaryDictionary.isValidWord("bbb"));
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addUnigramWord(binaryDictionary, "ccc", DUMMY_PROBABILITY);
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addUnigramWord(binaryDictionary, "ccc", DUMMY_PROBABILITY);
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addUnigramWord(binaryDictionary, "ccc", DUMMY_PROBABILITY);
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addUnigramWord(binaryDictionary, "ccc", DUMMY_PROBABILITY);
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addUnigramWord(binaryDictionary, "ccc", DUMMY_PROBABILITY);
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assertEquals(fromFormatVersion, binaryDictionary.getFormatVersion());
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assertTrue(binaryDictionary.migrateTo(toFormatVersion));
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assertTrue(binaryDictionary.isValidDictionary());
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assertEquals(toFormatVersion, binaryDictionary.getFormatVersion());
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assertTrue(binaryDictionary.isValidWord("aaa"));
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assertFalse(binaryDictionary.isValidWord("bbb"));
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assertTrue(binaryDictionary.getFrequency("aaa") < binaryDictionary.getFrequency("ccc"));
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addUnigramWord(binaryDictionary, "bbb", Dictionary.NOT_A_PROBABILITY);
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assertTrue(binaryDictionary.isValidWord("bbb"));
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binaryDictionary.close();
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dictFile.delete();
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}
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}
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