Use enum to specify ngram type.
Change-Id: Ie28768ceadcd7a2d940c57eb30be7d4c364e509fmain
parent
a94733cbca
commit
78212a6d3d
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@ -18,6 +18,8 @@
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#include <algorithm>
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#include "utils/ngram_utils.h"
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namespace latinime {
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// Note that these are corresponding definitions in Java side in DictionaryHeader.
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@ -28,9 +30,11 @@ const char *const HeaderPolicy::REQUIRES_GERMAN_UMLAUT_PROCESSING_KEY =
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const char *const HeaderPolicy::IS_DECAYING_DICT_KEY = "USES_FORGETTING_CURVE";
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const char *const HeaderPolicy::DATE_KEY = "date";
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const char *const HeaderPolicy::LAST_DECAYED_TIME_KEY = "LAST_DECAYED_TIME";
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const char *const HeaderPolicy::UNIGRAM_COUNT_KEY = "UNIGRAM_COUNT";
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const char *const HeaderPolicy::BIGRAM_COUNT_KEY = "BIGRAM_COUNT";
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const char *const HeaderPolicy::TRIGRAM_COUNT_KEY = "TRIGRAM_COUNT";
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const char *const HeaderPolicy::NGRAM_COUNT_KEYS[] =
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{"UNIGRAM_COUNT", "BIGRAM_COUNT", "TRIGRAM_COUNT"};
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const char *const HeaderPolicy::MAX_NGRAM_COUNT_KEYS[] =
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{"MAX_UNIGRAM_ENTRY_COUNT", "MAX_BIGRAM_ENTRY_COUNT", "MAX_TRIGRAM_ENTRY_COUNT"};
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const int HeaderPolicy::DEFAULT_MAX_NGRAM_COUNTS[] = {10000, 30000, 30000};
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const char *const HeaderPolicy::EXTENDED_REGION_SIZE_KEY = "EXTENDED_REGION_SIZE";
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// Historical info is information that is needed to support decaying such as timestamp, level and
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// count.
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@ -39,18 +43,10 @@ const char *const HeaderPolicy::LOCALE_KEY = "locale"; // match Java declaration
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const char *const HeaderPolicy::FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID_KEY =
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"FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID";
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const char *const HeaderPolicy::MAX_UNIGRAM_COUNT_KEY = "MAX_UNIGRAM_ENTRY_COUNT";
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const char *const HeaderPolicy::MAX_BIGRAM_COUNT_KEY = "MAX_BIGRAM_ENTRY_COUNT";
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const char *const HeaderPolicy::MAX_TRIGRAM_COUNT_KEY = "MAX_TRIGRAM_ENTRY_COUNT";
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const int HeaderPolicy::DEFAULT_MULTIPLE_WORDS_DEMOTION_RATE = 100;
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const float HeaderPolicy::MULTIPLE_WORD_COST_MULTIPLIER_SCALE = 100.0f;
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const int HeaderPolicy::DEFAULT_FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID = 3;
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const int HeaderPolicy::DEFAULT_MAX_UNIGRAM_COUNT = 10000;
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const int HeaderPolicy::DEFAULT_MAX_BIGRAM_COUNT = 30000;
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const int HeaderPolicy::DEFAULT_MAX_TRIGRAM_COUNT = 30000;
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// Used for logging. Question mark is used to indicate that the key is not found.
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void HeaderPolicy::readHeaderValueOrQuestionMark(const char *const key, int *outValue,
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int outValueSize) const {
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@ -126,15 +122,22 @@ bool HeaderPolicy::fillInAndWriteHeaderToBuffer(const bool updatesLastDecayedTim
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return true;
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}
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namespace {
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int getIndexFromNgramType(const NgramType ngramType) {
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return static_cast<int>(ngramType);
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}
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} // namespace
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void HeaderPolicy::fillInHeader(const bool updatesLastDecayedTime,
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const EntryCounts &entryCounts, const int extendedRegionSize,
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DictionaryHeaderStructurePolicy::AttributeMap *outAttributeMap) const {
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HeaderReadWriteUtils::setIntAttribute(outAttributeMap, UNIGRAM_COUNT_KEY,
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entryCounts.getUnigramCount());
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HeaderReadWriteUtils::setIntAttribute(outAttributeMap, BIGRAM_COUNT_KEY,
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entryCounts.getBigramCount());
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HeaderReadWriteUtils::setIntAttribute(outAttributeMap, TRIGRAM_COUNT_KEY,
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entryCounts.getTrigramCount());
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for (const auto ngramType : AllNgramTypes::ASCENDING) {
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HeaderReadWriteUtils::setIntAttribute(outAttributeMap,
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NGRAM_COUNT_KEYS[getIndexFromNgramType(ngramType)],
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entryCounts.getNgramCount(ngramType));
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}
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HeaderReadWriteUtils::setIntAttribute(outAttributeMap, EXTENDED_REGION_SIZE_KEY,
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extendedRegionSize);
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// Set the current time as the generation time.
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@ -155,4 +158,25 @@ void HeaderPolicy::fillInHeader(const bool updatesLastDecayedTime,
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return attributeMap;
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}
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/* static */ const EntryCounts HeaderPolicy::readNgramCounts() const {
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MutableEntryCounters entryCounters;
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for (const auto ngramType : AllNgramTypes::ASCENDING) {
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const int entryCount = HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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NGRAM_COUNT_KEYS[getIndexFromNgramType(ngramType)], 0 /* defaultValue */);
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entryCounters.setNgramCount(ngramType, entryCount);
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}
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return entryCounters.getEntryCounts();
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}
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/* static */ const EntryCounts HeaderPolicy::readMaxNgramCounts() const {
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MutableEntryCounters entryCounters;
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for (const auto ngramType : AllNgramTypes::ASCENDING) {
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const int index = getIndexFromNgramType(ngramType);
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const int maxEntryCount = HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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MAX_NGRAM_COUNT_KEYS[index], DEFAULT_MAX_NGRAM_COUNTS[index]);
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entryCounters.setNgramCount(ngramType, maxEntryCount);
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}
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return entryCounters.getEntryCounts();
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}
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} // namespace latinime
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@ -46,12 +46,7 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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DATE_KEY, TimeKeeper::peekCurrentTime() /* defaultValue */)),
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mLastDecayedTime(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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LAST_DECAYED_TIME_KEY, TimeKeeper::peekCurrentTime() /* defaultValue */)),
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mUnigramCount(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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UNIGRAM_COUNT_KEY, 0 /* defaultValue */)),
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mBigramCount(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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BIGRAM_COUNT_KEY, 0 /* defaultValue */)),
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mTrigramCount(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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TRIGRAM_COUNT_KEY, 0 /* defaultValue */)),
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mNgramCounts(readNgramCounts()), mMaxNgramCounts(readMaxNgramCounts()),
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mExtendedRegionSize(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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EXTENDED_REGION_SIZE_KEY, 0 /* defaultValue */)),
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mHasHistoricalInfoOfWords(HeaderReadWriteUtils::readBoolAttributeValue(
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@ -59,12 +54,6 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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mForgettingCurveProbabilityValuesTableId(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID_KEY,
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DEFAULT_FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID)),
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mMaxUnigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_UNIGRAM_COUNT_KEY, DEFAULT_MAX_UNIGRAM_COUNT)),
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mMaxBigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_BIGRAM_COUNT_KEY, DEFAULT_MAX_BIGRAM_COUNT)),
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mMaxTrigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_TRIGRAM_COUNT_KEY, DEFAULT_MAX_TRIGRAM_COUNT)),
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mCodePointTable(HeaderReadWriteUtils::readCodePointTable(&mAttributeMap)) {}
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// Constructs header information using an attribute map.
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@ -82,18 +71,13 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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DATE_KEY, TimeKeeper::peekCurrentTime() /* defaultValue */)),
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mLastDecayedTime(HeaderReadWriteUtils::readIntAttributeValue(&mAttributeMap,
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DATE_KEY, TimeKeeper::peekCurrentTime() /* defaultValue */)),
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mUnigramCount(0), mBigramCount(0), mTrigramCount(0), mExtendedRegionSize(0),
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mNgramCounts(readNgramCounts()), mMaxNgramCounts(readMaxNgramCounts()),
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mExtendedRegionSize(0),
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mHasHistoricalInfoOfWords(HeaderReadWriteUtils::readBoolAttributeValue(
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&mAttributeMap, HAS_HISTORICAL_INFO_KEY, false /* defaultValue */)),
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mForgettingCurveProbabilityValuesTableId(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID_KEY,
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DEFAULT_FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID)),
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mMaxUnigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_UNIGRAM_COUNT_KEY, DEFAULT_MAX_UNIGRAM_COUNT)),
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mMaxBigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_BIGRAM_COUNT_KEY, DEFAULT_MAX_BIGRAM_COUNT)),
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mMaxTrigramCount(HeaderReadWriteUtils::readIntAttributeValue(
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&mAttributeMap, MAX_TRIGRAM_COUNT_KEY, DEFAULT_MAX_TRIGRAM_COUNT)),
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mCodePointTable(HeaderReadWriteUtils::readCodePointTable(&mAttributeMap)) {}
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// Copy header information
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@ -105,15 +89,12 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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mRequiresGermanUmlautProcessing(headerPolicy->mRequiresGermanUmlautProcessing),
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mIsDecayingDict(headerPolicy->mIsDecayingDict),
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mDate(headerPolicy->mDate), mLastDecayedTime(headerPolicy->mLastDecayedTime),
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mUnigramCount(headerPolicy->mUnigramCount), mBigramCount(headerPolicy->mBigramCount),
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mTrigramCount(headerPolicy->mTrigramCount),
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mNgramCounts(headerPolicy->mNgramCounts),
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mMaxNgramCounts(headerPolicy->mMaxNgramCounts),
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mExtendedRegionSize(headerPolicy->mExtendedRegionSize),
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mHasHistoricalInfoOfWords(headerPolicy->mHasHistoricalInfoOfWords),
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mForgettingCurveProbabilityValuesTableId(
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headerPolicy->mForgettingCurveProbabilityValuesTableId),
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mMaxUnigramCount(headerPolicy->mMaxUnigramCount),
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mMaxBigramCount(headerPolicy->mMaxBigramCount),
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mMaxTrigramCount(headerPolicy->mMaxTrigramCount),
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mCodePointTable(headerPolicy->mCodePointTable) {}
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// Temporary dummy header.
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@ -121,10 +102,9 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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: mDictFormatVersion(FormatUtils::UNKNOWN_VERSION), mDictionaryFlags(0), mSize(0),
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mAttributeMap(), mLocale(CharUtils::EMPTY_STRING), mMultiWordCostMultiplier(0.0f),
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mRequiresGermanUmlautProcessing(false), mIsDecayingDict(false),
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mDate(0), mLastDecayedTime(0), mUnigramCount(0), mBigramCount(0), mTrigramCount(0),
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mDate(0), mLastDecayedTime(0), mNgramCounts(), mMaxNgramCounts(),
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mExtendedRegionSize(0), mHasHistoricalInfoOfWords(false),
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mForgettingCurveProbabilityValuesTableId(0), mMaxUnigramCount(0), mMaxBigramCount(0),
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mMaxTrigramCount(0), mCodePointTable(nullptr) {}
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mForgettingCurveProbabilityValuesTableId(0), mCodePointTable(nullptr) {}
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~HeaderPolicy() {}
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@ -186,16 +166,12 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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return mLastDecayedTime;
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}
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AK_FORCE_INLINE int getUnigramCount() const {
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return mUnigramCount;
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AK_FORCE_INLINE const EntryCounts &getNgramCounts() const {
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return mNgramCounts;
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}
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AK_FORCE_INLINE int getBigramCount() const {
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return mBigramCount;
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}
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AK_FORCE_INLINE int getTrigramCount() const {
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return mTrigramCount;
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AK_FORCE_INLINE const EntryCounts getMaxNgramCounts() const {
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return mMaxNgramCounts;
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}
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AK_FORCE_INLINE int getExtendedRegionSize() const {
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@ -219,18 +195,6 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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return mForgettingCurveProbabilityValuesTableId;
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}
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AK_FORCE_INLINE int getMaxUnigramCount() const {
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return mMaxUnigramCount;
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}
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AK_FORCE_INLINE int getMaxBigramCount() const {
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return mMaxBigramCount;
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}
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AK_FORCE_INLINE int getMaxTrigramCount() const {
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return mMaxTrigramCount;
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}
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void readHeaderValueOrQuestionMark(const char *const key,
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int *outValue, int outValueSize) const;
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@ -262,24 +226,18 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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static const char *const IS_DECAYING_DICT_KEY;
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static const char *const DATE_KEY;
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static const char *const LAST_DECAYED_TIME_KEY;
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static const char *const UNIGRAM_COUNT_KEY;
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static const char *const BIGRAM_COUNT_KEY;
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static const char *const TRIGRAM_COUNT_KEY;
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static const char *const NGRAM_COUNT_KEYS[];
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static const char *const MAX_NGRAM_COUNT_KEYS[];
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static const int DEFAULT_MAX_NGRAM_COUNTS[];
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static const char *const EXTENDED_REGION_SIZE_KEY;
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static const char *const HAS_HISTORICAL_INFO_KEY;
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static const char *const LOCALE_KEY;
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static const char *const FORGETTING_CURVE_OCCURRENCES_TO_LEVEL_UP_KEY;
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static const char *const FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID_KEY;
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static const char *const FORGETTING_CURVE_DURATION_TO_LEVEL_DOWN_IN_SECONDS_KEY;
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static const char *const MAX_UNIGRAM_COUNT_KEY;
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static const char *const MAX_BIGRAM_COUNT_KEY;
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static const char *const MAX_TRIGRAM_COUNT_KEY;
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static const int DEFAULT_MULTIPLE_WORDS_DEMOTION_RATE;
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static const float MULTIPLE_WORD_COST_MULTIPLIER_SCALE;
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static const int DEFAULT_FORGETTING_CURVE_PROBABILITY_VALUES_TABLE_ID;
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static const int DEFAULT_MAX_UNIGRAM_COUNT;
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static const int DEFAULT_MAX_BIGRAM_COUNT;
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static const int DEFAULT_MAX_TRIGRAM_COUNT;
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const FormatUtils::FORMAT_VERSION mDictFormatVersion;
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const HeaderReadWriteUtils::DictionaryFlags mDictionaryFlags;
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@ -291,21 +249,18 @@ class HeaderPolicy : public DictionaryHeaderStructurePolicy {
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const bool mIsDecayingDict;
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const int mDate;
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const int mLastDecayedTime;
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const int mUnigramCount;
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const int mBigramCount;
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const int mTrigramCount;
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const EntryCounts mNgramCounts;
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const EntryCounts mMaxNgramCounts;
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const int mExtendedRegionSize;
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const bool mHasHistoricalInfoOfWords;
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const int mForgettingCurveProbabilityValuesTableId;
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const int mMaxUnigramCount;
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const int mMaxBigramCount;
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const int mMaxTrigramCount;
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const int *const mCodePointTable;
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const std::vector<int> readLocale() const;
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float readMultipleWordCostMultiplier() const;
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bool readRequiresGermanUmlautProcessing() const;
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const EntryCounts readNgramCounts() const;
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const EntryCounts readMaxNgramCounts() const;
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static DictionaryHeaderStructurePolicy::AttributeMap createAttributeMapAndReadAllAttributes(
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const uint8_t *const dictBuf);
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};
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@ -303,7 +303,7 @@ bool Ver4PatriciaTriePolicy::addUnigramEntry(const CodePointArrayView wordCodePo
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if (mUpdatingHelper.addUnigramWord(&readingHelper, codePointArrayView, unigramProperty,
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&addedNewUnigram)) {
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if (addedNewUnigram && !unigramProperty->representsBeginningOfSentence()) {
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mEntryCounters.incrementUnigramCount();
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mEntryCounters.incrementNgramCount(NgramType::Unigram);
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}
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if (unigramProperty->getShortcuts().size() > 0) {
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// Add shortcut target.
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@ -397,7 +397,7 @@ bool Ver4PatriciaTriePolicy::addNgramEntry(const NgramProperty *const ngramPrope
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if (mUpdatingHelper.addNgramEntry(PtNodePosArrayView::singleElementView(&prevWordPtNodePos),
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wordPos, ngramProperty, &addedNewBigram)) {
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if (addedNewBigram) {
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mEntryCounters.incrementBigramCount();
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mEntryCounters.incrementNgramCount(NgramType::Bigram);
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}
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return true;
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} else {
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@ -438,7 +438,7 @@ bool Ver4PatriciaTriePolicy::removeNgramEntry(const NgramContext *const ngramCon
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const int prevWordPtNodePos = getTerminalPtNodePosFromWordId(prevWordIds[0]);
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if (mUpdatingHelper.removeNgramEntry(
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PtNodePosArrayView::singleElementView(&prevWordPtNodePos), wordPos)) {
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mEntryCounters.decrementBigramCount();
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mEntryCounters.decrementNgramCount(NgramType::Bigram);
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return true;
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} else {
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return false;
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@ -525,20 +525,23 @@ void Ver4PatriciaTriePolicy::getProperty(const char *const query, const int quer
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char *const outResult, const int maxResultLength) {
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const int compareLength = queryLength + 1 /* terminator */;
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if (strncmp(query, UNIGRAM_COUNT_QUERY, compareLength) == 0) {
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snprintf(outResult, maxResultLength, "%d", mEntryCounters.getUnigramCount());
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snprintf(outResult, maxResultLength, "%d",
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mEntryCounters.getNgramCount(NgramType::Unigram));
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} else if (strncmp(query, BIGRAM_COUNT_QUERY, compareLength) == 0) {
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snprintf(outResult, maxResultLength, "%d", mEntryCounters.getBigramCount());
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snprintf(outResult, maxResultLength, "%d", mEntryCounters.getNgramCount(NgramType::Bigram));
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} else if (strncmp(query, MAX_UNIGRAM_COUNT_QUERY, compareLength) == 0) {
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snprintf(outResult, maxResultLength, "%d",
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mHeaderPolicy->isDecayingDict() ?
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ForgettingCurveUtils::getEntryCountHardLimit(
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mHeaderPolicy->getMaxUnigramCount()) :
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mHeaderPolicy->getMaxNgramCounts().getNgramCount(
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NgramType::Unigram)) :
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static_cast<int>(Ver4DictConstants::MAX_DICTIONARY_SIZE));
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} else if (strncmp(query, MAX_BIGRAM_COUNT_QUERY, compareLength) == 0) {
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snprintf(outResult, maxResultLength, "%d",
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mHeaderPolicy->isDecayingDict() ?
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ForgettingCurveUtils::getEntryCountHardLimit(
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mHeaderPolicy->getMaxBigramCount()) :
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mHeaderPolicy->getMaxNgramCounts().getNgramCount(
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NgramType::Bigram)) :
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static_cast<int>(Ver4DictConstants::MAX_DICTIONARY_SIZE));
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}
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}
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@ -76,8 +76,7 @@ class Ver4PatriciaTriePolicy : public DictionaryStructureWithBufferPolicy {
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&mPtNodeArrayReader, &mBigramPolicy, &mShortcutPolicy),
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mUpdatingHelper(mDictBuffer, &mNodeReader, &mNodeWriter),
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mWritingHelper(mBuffers.get()),
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mEntryCounters(mHeaderPolicy->getUnigramCount(), mHeaderPolicy->getBigramCount(),
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mHeaderPolicy->getTrigramCount()),
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mEntryCounters(mHeaderPolicy->getNgramCounts().getCountArray()),
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mTerminalPtNodePositionsForIteratingWords(), mIsCorrupted(false) {};
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virtual int getRootPosition() const {
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@ -53,8 +53,8 @@ bool Ver4PatriciaTrieWritingHelper::writeToDictFile(const char *const dictDirPat
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entryCounts, extendedRegionSize, &headerBuffer)) {
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AKLOGE("Cannot write header structure to buffer. "
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"updatesLastDecayedTime: %d, unigramCount: %d, bigramCount: %d, "
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"extendedRegionSize: %d", false, entryCounts.getUnigramCount(),
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entryCounts.getBigramCount(), extendedRegionSize);
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"extendedRegionSize: %d", false, entryCounts.getNgramCount(NgramType::Unigram),
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entryCounts.getNgramCount(NgramType::Bigram), extendedRegionSize);
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return false;
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}
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return mBuffers->flushHeaderAndDictBuffers(dictDirPath, &headerBuffer);
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@ -73,9 +73,11 @@ bool Ver4PatriciaTrieWritingHelper::writeToDictFileWithGC(const int rootPtNodeAr
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}
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BufferWithExtendableBuffer headerBuffer(
|
||||
BufferWithExtendableBuffer::DEFAULT_MAX_ADDITIONAL_BUFFER_SIZE);
|
||||
MutableEntryCounters entryCounters;
|
||||
entryCounters.setNgramCount(NgramType::Unigram, unigramCount);
|
||||
entryCounters.setNgramCount(NgramType::Bigram, bigramCount);
|
||||
if (!headerPolicy->fillInAndWriteHeaderToBuffer(true /* updatesLastDecayedTime */,
|
||||
EntryCounts(unigramCount, bigramCount, 0 /* trigramCount */),
|
||||
0 /* extendedRegionSize */, &headerBuffer)) {
|
||||
entryCounters.getEntryCounts(), 0 /* extendedRegionSize */, &headerBuffer)) {
|
||||
return false;
|
||||
}
|
||||
return dictBuffers->flushHeaderAndDictBuffers(dictDirPath, &headerBuffer);
|
||||
|
@ -107,7 +109,7 @@ bool Ver4PatriciaTrieWritingHelper::runGC(const int rootPtNodeArrayPos,
|
|||
}
|
||||
const int unigramCount = traversePolicyToUpdateUnigramProbabilityAndMarkUselessPtNodesAsDeleted
|
||||
.getValidUnigramCount();
|
||||
const int maxUnigramCount = headerPolicy->getMaxUnigramCount();
|
||||
const int maxUnigramCount = headerPolicy->getMaxNgramCounts().getNgramCount(NgramType::Unigram);
|
||||
if (headerPolicy->isDecayingDict() && unigramCount > maxUnigramCount) {
|
||||
if (!truncateUnigrams(&ptNodeReader, &ptNodeWriter, maxUnigramCount)) {
|
||||
AKLOGE("Cannot remove unigrams. current: %d, max: %d", unigramCount,
|
||||
|
@ -124,7 +126,7 @@ bool Ver4PatriciaTrieWritingHelper::runGC(const int rootPtNodeArrayPos,
|
|||
return false;
|
||||
}
|
||||
const int bigramCount = traversePolicyToUpdateBigramProbability.getValidBigramEntryCount();
|
||||
const int maxBigramCount = headerPolicy->getMaxBigramCount();
|
||||
const int maxBigramCount = headerPolicy->getMaxNgramCounts().getNgramCount(NgramType::Bigram);
|
||||
if (headerPolicy->isDecayingDict() && bigramCount > maxBigramCount) {
|
||||
if (!truncateBigrams(maxBigramCount)) {
|
||||
AKLOGE("Cannot remove bigrams. current: %d, max: %d", bigramCount, maxBigramCount);
|
||||
|
|
|
@ -18,17 +18,13 @@
|
|||
|
||||
namespace latinime {
|
||||
|
||||
// These counts are used to provide stable probabilities even if the user's input count is small.
|
||||
const int DynamicLanguageModelProbabilityUtils::ASSUMED_MIN_COUNT_FOR_UNIGRAMS = 8192;
|
||||
const int DynamicLanguageModelProbabilityUtils::ASSUMED_MIN_COUNT_FOR_BIGRAMS = 2;
|
||||
const int DynamicLanguageModelProbabilityUtils::ASSUMED_MIN_COUNT_FOR_TRIGRAMS = 2;
|
||||
// Used to provide stable probabilities even if the user's input count is small.
|
||||
const int DynamicLanguageModelProbabilityUtils::ASSUMED_MIN_COUNTS[] = {8192, 2, 2};
|
||||
|
||||
// These are encoded backoff weights.
|
||||
// Encoded backoff weights.
|
||||
// Note that we give positive value for trigrams that means the weight is more than 1.
|
||||
// TODO: Apply backoff for main dictionaries and quit giving a positive backoff weight.
|
||||
const int DynamicLanguageModelProbabilityUtils::ENCODED_BACKOFF_WEIGHT_FOR_UNIGRAMS = -32;
|
||||
const int DynamicLanguageModelProbabilityUtils::ENCODED_BACKOFF_WEIGHT_FOR_BIGRAMS = 0;
|
||||
const int DynamicLanguageModelProbabilityUtils::ENCODED_BACKOFF_WEIGHT_FOR_TRIGRAMS = 8;
|
||||
const int DynamicLanguageModelProbabilityUtils::ENCODED_BACKOFF_WEIGHTS[] = {-32, 0, 8};
|
||||
|
||||
// This value is used to remove too old entries from the dictionary.
|
||||
const int DynamicLanguageModelProbabilityUtils::DURATION_TO_DISCARD_ENTRY_IN_SECONDS =
|
||||
|
|
|
@ -21,6 +21,7 @@
|
|||
|
||||
#include "defines.h"
|
||||
#include "suggest/core/dictionary/property/historical_info.h"
|
||||
#include "utils/ngram_utils.h"
|
||||
#include "utils/time_keeper.h"
|
||||
|
||||
namespace latinime {
|
||||
|
@ -28,46 +29,14 @@ namespace latinime {
|
|||
class DynamicLanguageModelProbabilityUtils {
|
||||
public:
|
||||
static float computeRawProbabilityFromCounts(const int count, const int contextCount,
|
||||
const int matchedWordCountInContext) {
|
||||
int minCount = 0;
|
||||
switch (matchedWordCountInContext) {
|
||||
case 1:
|
||||
minCount = ASSUMED_MIN_COUNT_FOR_UNIGRAMS;
|
||||
break;
|
||||
case 2:
|
||||
minCount = ASSUMED_MIN_COUNT_FOR_BIGRAMS;
|
||||
break;
|
||||
case 3:
|
||||
minCount = ASSUMED_MIN_COUNT_FOR_TRIGRAMS;
|
||||
break;
|
||||
default:
|
||||
AKLOGE("computeRawProbabilityFromCounts is called with invalid "
|
||||
"matchedWordCountInContext (%d).", matchedWordCountInContext);
|
||||
ASSERT(false);
|
||||
return 0.0f;
|
||||
}
|
||||
const NgramType ngramType) {
|
||||
const int minCount = ASSUMED_MIN_COUNTS[static_cast<int>(ngramType)];
|
||||
return static_cast<float>(count) / static_cast<float>(std::max(contextCount, minCount));
|
||||
}
|
||||
|
||||
static float backoff(const int ngramProbability, const int matchedWordCountInContext) {
|
||||
int probability = NOT_A_PROBABILITY;
|
||||
|
||||
switch (matchedWordCountInContext) {
|
||||
case 1:
|
||||
probability = ngramProbability + ENCODED_BACKOFF_WEIGHT_FOR_UNIGRAMS;
|
||||
break;
|
||||
case 2:
|
||||
probability = ngramProbability + ENCODED_BACKOFF_WEIGHT_FOR_BIGRAMS;
|
||||
break;
|
||||
case 3:
|
||||
probability = ngramProbability + ENCODED_BACKOFF_WEIGHT_FOR_TRIGRAMS;
|
||||
break;
|
||||
default:
|
||||
AKLOGE("backoff is called with invalid matchedWordCountInContext (%d).",
|
||||
matchedWordCountInContext);
|
||||
ASSERT(false);
|
||||
return NOT_A_PROBABILITY;
|
||||
}
|
||||
static float backoff(const int ngramProbability, const NgramType ngramType) {
|
||||
const int probability =
|
||||
ngramProbability + ENCODED_BACKOFF_WEIGHTS[static_cast<int>(ngramType)];
|
||||
return std::min(std::max(probability, NOT_A_PROBABILITY), MAX_PROBABILITY);
|
||||
}
|
||||
|
||||
|
@ -99,14 +68,8 @@ private:
|
|||
|
||||
static_assert(MAX_PREV_WORD_COUNT_FOR_N_GRAM <= 2, "Max supported Ngram is Trigram.");
|
||||
|
||||
static const int ASSUMED_MIN_COUNT_FOR_UNIGRAMS;
|
||||
static const int ASSUMED_MIN_COUNT_FOR_BIGRAMS;
|
||||
static const int ASSUMED_MIN_COUNT_FOR_TRIGRAMS;
|
||||
|
||||
static const int ENCODED_BACKOFF_WEIGHT_FOR_UNIGRAMS;
|
||||
static const int ENCODED_BACKOFF_WEIGHT_FOR_BIGRAMS;
|
||||
static const int ENCODED_BACKOFF_WEIGHT_FOR_TRIGRAMS;
|
||||
|
||||
static const int ASSUMED_MIN_COUNTS[];
|
||||
static const int ENCODED_BACKOFF_WEIGHTS[];
|
||||
static const int DURATION_TO_DISCARD_ENTRY_IN_SECONDS;
|
||||
};
|
||||
|
||||
|
|
|
@ -21,6 +21,7 @@
|
|||
|
||||
#include "suggest/policyimpl/dictionary/structure/v4/content/dynamic_language_model_probability_utils.h"
|
||||
#include "suggest/policyimpl/dictionary/utils/probability_utils.h"
|
||||
#include "utils/ngram_utils.h"
|
||||
|
||||
namespace latinime {
|
||||
|
||||
|
@ -89,16 +90,17 @@ const WordAttributes LanguageModelDictContent::getWordAttributes(const WordIdArr
|
|||
}
|
||||
contextCount = prevWordProbabilityEntry.getHistoricalInfo()->getCount();
|
||||
}
|
||||
const NgramType ngramType = NgramUtils::getNgramTypeFromWordCount(i + 1);
|
||||
const float rawProbability =
|
||||
DynamicLanguageModelProbabilityUtils::computeRawProbabilityFromCounts(
|
||||
historicalInfo->getCount(), contextCount, i + 1);
|
||||
historicalInfo->getCount(), contextCount, ngramType);
|
||||
const int encodedRawProbability =
|
||||
ProbabilityUtils::encodeRawProbability(rawProbability);
|
||||
const int decayedProbability =
|
||||
DynamicLanguageModelProbabilityUtils::getDecayedProbability(
|
||||
encodedRawProbability, *historicalInfo);
|
||||
probability = DynamicLanguageModelProbabilityUtils::backoff(
|
||||
decayedProbability, i + 1 /* n */);
|
||||
decayedProbability, ngramType);
|
||||
} else {
|
||||
probability = probabilityEntry.getProbability();
|
||||
}
|
||||
|
@ -198,18 +200,19 @@ bool LanguageModelDictContent::truncateEntries(const EntryCounts ¤tEntryCo
|
|||
MutableEntryCounters *const outEntryCounters) {
|
||||
for (int prevWordCount = 0; prevWordCount <= MAX_PREV_WORD_COUNT_FOR_N_GRAM; ++prevWordCount) {
|
||||
const int totalWordCount = prevWordCount + 1;
|
||||
if (currentEntryCounts.getNgramCount(totalWordCount)
|
||||
<= maxEntryCounts.getNgramCount(totalWordCount)) {
|
||||
outEntryCounters->setNgramCount(totalWordCount,
|
||||
currentEntryCounts.getNgramCount(totalWordCount));
|
||||
const NgramType ngramType = NgramUtils::getNgramTypeFromWordCount(totalWordCount);
|
||||
if (currentEntryCounts.getNgramCount(ngramType)
|
||||
<= maxEntryCounts.getNgramCount(ngramType)) {
|
||||
outEntryCounters->setNgramCount(ngramType,
|
||||
currentEntryCounts.getNgramCount(ngramType));
|
||||
continue;
|
||||
}
|
||||
int entryCount = 0;
|
||||
if (!turncateEntriesInSpecifiedLevel(headerPolicy,
|
||||
maxEntryCounts.getNgramCount(totalWordCount), prevWordCount, &entryCount)) {
|
||||
maxEntryCounts.getNgramCount(ngramType), prevWordCount, &entryCount)) {
|
||||
return false;
|
||||
}
|
||||
outEntryCounters->setNgramCount(totalWordCount, entryCount);
|
||||
outEntryCounters->setNgramCount(ngramType, entryCount);
|
||||
}
|
||||
return true;
|
||||
}
|
||||
|
@ -246,7 +249,10 @@ bool LanguageModelDictContent::updateAllEntriesOnInputWord(const WordIdArrayView
|
|||
mGlobalCounters.updateMaxValueOfCounters(
|
||||
updatedNgramProbabilityEntry.getHistoricalInfo()->getCount());
|
||||
if (!originalNgramProbabilityEntry.isValid()) {
|
||||
entryCountersToUpdate->incrementNgramCount(i + 2);
|
||||
// (i + 2) words are used in total because the prevWords consists of (i + 1) words when
|
||||
// looking at its i-th element.
|
||||
entryCountersToUpdate->incrementNgramCount(
|
||||
NgramUtils::getNgramTypeFromWordCount(i + 2));
|
||||
}
|
||||
}
|
||||
return true;
|
||||
|
@ -369,7 +375,8 @@ bool LanguageModelDictContent::updateAllProbabilityEntriesForGCInner(const int b
|
|||
}
|
||||
}
|
||||
}
|
||||
outEntryCounters->incrementNgramCount(prevWordCount + 1);
|
||||
outEntryCounters->incrementNgramCount(
|
||||
NgramUtils::getNgramTypeFromWordCount(prevWordCount + 1));
|
||||
if (!entry.hasNextLevelMap()) {
|
||||
continue;
|
||||
}
|
||||
|
@ -402,7 +409,8 @@ bool LanguageModelDictContent::turncateEntriesInSpecifiedLevel(
|
|||
for (int i = 0; i < entryCountToRemove; ++i) {
|
||||
const EntryInfoToTurncate &entryInfo = entryInfoVector[i];
|
||||
if (!removeNgramProbabilityEntry(
|
||||
WordIdArrayView(entryInfo.mPrevWordIds, entryInfo.mPrevWordCount), entryInfo.mKey)) {
|
||||
WordIdArrayView(entryInfo.mPrevWordIds, entryInfo.mPrevWordCount),
|
||||
entryInfo.mKey)) {
|
||||
return false;
|
||||
}
|
||||
}
|
||||
|
|
|
@ -31,6 +31,7 @@
|
|||
#include "suggest/policyimpl/dictionary/structure/v4/ver4_patricia_trie_node_reader.h"
|
||||
#include "suggest/policyimpl/dictionary/utils/forgetting_curve_utils.h"
|
||||
#include "suggest/policyimpl/dictionary/utils/probability_utils.h"
|
||||
#include "utils/ngram_utils.h"
|
||||
|
||||
namespace latinime {
|
||||
|
||||
|
@ -215,7 +216,7 @@ bool Ver4PatriciaTriePolicy::addUnigramEntry(const CodePointArrayView wordCodePo
|
|||
if (mUpdatingHelper.addUnigramWord(&readingHelper, codePointArrayView, unigramProperty,
|
||||
&addedNewUnigram)) {
|
||||
if (addedNewUnigram && !unigramProperty->representsBeginningOfSentence()) {
|
||||
mEntryCounters.incrementUnigramCount();
|
||||
mEntryCounters.incrementNgramCount(NgramType::Unigram);
|
||||
}
|
||||
if (unigramProperty->getShortcuts().size() > 0) {
|
||||
// Add shortcut target.
|
||||
|
@ -263,7 +264,7 @@ bool Ver4PatriciaTriePolicy::removeUnigramEntry(const CodePointArrayView wordCod
|
|||
return false;
|
||||
}
|
||||
if (!ptNodeParams.representsNonWordInfo()) {
|
||||
mEntryCounters.decrementUnigramCount();
|
||||
mEntryCounters.decrementNgramCount(NgramType::Unigram);
|
||||
}
|
||||
return true;
|
||||
}
|
||||
|
@ -321,7 +322,8 @@ bool Ver4PatriciaTriePolicy::addNgramEntry(const NgramProperty *const ngramPrope
|
|||
bool addedNewEntry = false;
|
||||
if (mNodeWriter.addNgramEntry(prevWordIds, wordId, ngramProperty, &addedNewEntry)) {
|
||||
if (addedNewEntry) {
|
||||
mEntryCounters.incrementNgramCount(prevWordIds.size() + 1);
|
||||
mEntryCounters.incrementNgramCount(
|
||||
NgramUtils::getNgramTypeFromWordCount(prevWordIds.size() + 1));
|
||||
}
|
||||
return true;
|
||||
} else {
|
||||
|
@ -359,7 +361,8 @@ bool Ver4PatriciaTriePolicy::removeNgramEntry(const NgramContext *const ngramCon
|
|||
return false;
|
||||
}
|
||||
if (mNodeWriter.removeNgramEntry(prevWordIds, wordId)) {
|
||||
mEntryCounters.decrementNgramCount(prevWordIds.size());
|
||||
mEntryCounters.decrementNgramCount(
|
||||
NgramUtils::getNgramTypeFromWordCount(prevWordIds.size() + 1));
|
||||
return true;
|
||||
} else {
|
||||
return false;
|
||||
|
@ -477,20 +480,23 @@ void Ver4PatriciaTriePolicy::getProperty(const char *const query, const int quer
|
|||
char *const outResult, const int maxResultLength) {
|
||||
const int compareLength = queryLength + 1 /* terminator */;
|
||||
if (strncmp(query, UNIGRAM_COUNT_QUERY, compareLength) == 0) {
|
||||
snprintf(outResult, maxResultLength, "%d", mEntryCounters.getUnigramCount());
|
||||
snprintf(outResult, maxResultLength, "%d",
|
||||
mEntryCounters.getNgramCount(NgramType::Unigram));
|
||||
} else if (strncmp(query, BIGRAM_COUNT_QUERY, compareLength) == 0) {
|
||||
snprintf(outResult, maxResultLength, "%d", mEntryCounters.getBigramCount());
|
||||
snprintf(outResult, maxResultLength, "%d", mEntryCounters.getNgramCount(NgramType::Bigram));
|
||||
} else if (strncmp(query, MAX_UNIGRAM_COUNT_QUERY, compareLength) == 0) {
|
||||
snprintf(outResult, maxResultLength, "%d",
|
||||
mHeaderPolicy->isDecayingDict() ?
|
||||
ForgettingCurveUtils::getEntryCountHardLimit(
|
||||
mHeaderPolicy->getMaxUnigramCount()) :
|
||||
mHeaderPolicy->getMaxNgramCounts().getNgramCount(
|
||||
NgramType::Unigram)) :
|
||||
static_cast<int>(Ver4DictConstants::MAX_DICTIONARY_SIZE));
|
||||
} else if (strncmp(query, MAX_BIGRAM_COUNT_QUERY, compareLength) == 0) {
|
||||
snprintf(outResult, maxResultLength, "%d",
|
||||
mHeaderPolicy->isDecayingDict() ?
|
||||
ForgettingCurveUtils::getEntryCountHardLimit(
|
||||
mHeaderPolicy->getMaxBigramCount()) :
|
||||
mHeaderPolicy->getMaxNgramCounts().getNgramCount(
|
||||
NgramType::Bigram)) :
|
||||
static_cast<int>(Ver4DictConstants::MAX_DICTIONARY_SIZE));
|
||||
}
|
||||
}
|
||||
|
|
|
@ -51,8 +51,7 @@ class Ver4PatriciaTriePolicy : public DictionaryStructureWithBufferPolicy {
|
|||
&mShortcutPolicy),
|
||||
mUpdatingHelper(mDictBuffer, &mNodeReader, &mNodeWriter),
|
||||
mWritingHelper(mBuffers.get()),
|
||||
mEntryCounters(mHeaderPolicy->getUnigramCount(), mHeaderPolicy->getBigramCount(),
|
||||
mHeaderPolicy->getTrigramCount()),
|
||||
mEntryCounters(mHeaderPolicy->getNgramCounts().getCountArray()),
|
||||
mTerminalPtNodePositionsForIteratingWords(), mIsCorrupted(false) {};
|
||||
|
||||
AK_FORCE_INLINE int getRootPosition() const {
|
||||
|
|
|
@ -29,6 +29,7 @@
|
|||
#include "suggest/policyimpl/dictionary/utils/buffer_with_extendable_buffer.h"
|
||||
#include "suggest/policyimpl/dictionary/utils/file_utils.h"
|
||||
#include "suggest/policyimpl/dictionary/utils/forgetting_curve_utils.h"
|
||||
#include "utils/ngram_utils.h"
|
||||
|
||||
namespace latinime {
|
||||
|
||||
|
@ -43,8 +44,9 @@ bool Ver4PatriciaTrieWritingHelper::writeToDictFile(const char *const dictDirPat
|
|||
entryCounts, extendedRegionSize, &headerBuffer)) {
|
||||
AKLOGE("Cannot write header structure to buffer. "
|
||||
"updatesLastDecayedTime: %d, unigramCount: %d, bigramCount: %d, trigramCount: %d,"
|
||||
"extendedRegionSize: %d", false, entryCounts.getUnigramCount(),
|
||||
entryCounts.getBigramCount(), entryCounts.getTrigramCount(),
|
||||
"extendedRegionSize: %d", false, entryCounts.getNgramCount(NgramType::Unigram),
|
||||
entryCounts.getNgramCount(NgramType::Bigram),
|
||||
entryCounts.getNgramCount(NgramType::Trigram),
|
||||
extendedRegionSize);
|
||||
return false;
|
||||
}
|
||||
|
@ -86,8 +88,7 @@ bool Ver4PatriciaTrieWritingHelper::runGC(const int rootPtNodeArrayPos,
|
|||
return false;
|
||||
}
|
||||
if (headerPolicy->isDecayingDict()) {
|
||||
const EntryCounts maxEntryCounts(headerPolicy->getMaxUnigramCount(),
|
||||
headerPolicy->getMaxBigramCount(), headerPolicy->getMaxTrigramCount());
|
||||
const EntryCounts &maxEntryCounts = headerPolicy->getMaxNgramCounts();
|
||||
if (!mBuffers->getMutableLanguageModelDictContent()->truncateEntries(
|
||||
outEntryCounters->getEntryCounts(), maxEntryCounts, headerPolicy,
|
||||
outEntryCounters)) {
|
||||
|
|
|
@ -20,6 +20,7 @@
|
|||
#include <array>
|
||||
|
||||
#include "defines.h"
|
||||
#include "utils/ngram_utils.h"
|
||||
|
||||
namespace latinime {
|
||||
|
||||
|
@ -28,34 +29,22 @@ class EntryCounts final {
|
|||
public:
|
||||
EntryCounts() : mEntryCounts({{0, 0, 0}}) {}
|
||||
|
||||
EntryCounts(const int unigramCount, const int bigramCount, const int trigramCount)
|
||||
: mEntryCounts({{unigramCount, bigramCount, trigramCount}}) {}
|
||||
|
||||
explicit EntryCounts(const std::array<int, MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1> &counters)
|
||||
: mEntryCounts(counters) {}
|
||||
|
||||
int getUnigramCount() const {
|
||||
return mEntryCounts[0];
|
||||
int getNgramCount(const NgramType ngramType) const {
|
||||
return mEntryCounts[static_cast<int>(ngramType)];
|
||||
}
|
||||
|
||||
int getBigramCount() const {
|
||||
return mEntryCounts[1];
|
||||
}
|
||||
|
||||
int getTrigramCount() const {
|
||||
return mEntryCounts[2];
|
||||
}
|
||||
|
||||
int getNgramCount(const size_t n) const {
|
||||
if (n < 1 || n > mEntryCounts.size()) {
|
||||
return 0;
|
||||
}
|
||||
return mEntryCounts[n - 1];
|
||||
const std::array<int, MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1> &getCountArray() const {
|
||||
return mEntryCounts;
|
||||
}
|
||||
|
||||
private:
|
||||
DISALLOW_ASSIGNMENT_OPERATOR(EntryCounts);
|
||||
|
||||
// Counts from Unigram (0-th element) to (MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1)-gram
|
||||
// (MAX_PREV_WORD_COUNT_FOR_N_GRAM-th element)
|
||||
const std::array<int, MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1> mEntryCounts;
|
||||
};
|
||||
|
||||
|
@ -65,68 +54,35 @@ class MutableEntryCounters final {
|
|||
mEntryCounters.fill(0);
|
||||
}
|
||||
|
||||
MutableEntryCounters(const int unigramCount, const int bigramCount, const int trigramCount)
|
||||
: mEntryCounters({{unigramCount, bigramCount, trigramCount}}) {}
|
||||
explicit MutableEntryCounters(
|
||||
const std::array<int, MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1> &counters)
|
||||
: mEntryCounters(counters) {}
|
||||
|
||||
const EntryCounts getEntryCounts() const {
|
||||
return EntryCounts(mEntryCounters);
|
||||
}
|
||||
|
||||
int getUnigramCount() const {
|
||||
return mEntryCounters[0];
|
||||
void incrementNgramCount(const NgramType ngramType) {
|
||||
++mEntryCounters[static_cast<int>(ngramType)];
|
||||
}
|
||||
|
||||
int getBigramCount() const {
|
||||
return mEntryCounters[1];
|
||||
void decrementNgramCount(const NgramType ngramType) {
|
||||
--mEntryCounters[static_cast<int>(ngramType)];
|
||||
}
|
||||
|
||||
int getTrigramCount() const {
|
||||
return mEntryCounters[2];
|
||||
int getNgramCount(const NgramType ngramType) const {
|
||||
return mEntryCounters[static_cast<int>(ngramType)];
|
||||
}
|
||||
|
||||
void incrementUnigramCount() {
|
||||
++mEntryCounters[0];
|
||||
}
|
||||
|
||||
void decrementUnigramCount() {
|
||||
ASSERT(mEntryCounters[0] != 0);
|
||||
--mEntryCounters[0];
|
||||
}
|
||||
|
||||
void incrementBigramCount() {
|
||||
++mEntryCounters[1];
|
||||
}
|
||||
|
||||
void decrementBigramCount() {
|
||||
ASSERT(mEntryCounters[1] != 0);
|
||||
--mEntryCounters[1];
|
||||
}
|
||||
|
||||
void incrementNgramCount(const size_t n) {
|
||||
if (n < 1 || n > mEntryCounters.size()) {
|
||||
return;
|
||||
}
|
||||
++mEntryCounters[n - 1];
|
||||
}
|
||||
|
||||
void decrementNgramCount(const size_t n) {
|
||||
if (n < 1 || n > mEntryCounters.size()) {
|
||||
return;
|
||||
}
|
||||
ASSERT(mEntryCounters[n - 1] != 0);
|
||||
--mEntryCounters[n - 1];
|
||||
}
|
||||
|
||||
void setNgramCount(const size_t n, const int count) {
|
||||
if (n < 1 || n > mEntryCounters.size()) {
|
||||
return;
|
||||
}
|
||||
mEntryCounters[n - 1] = count;
|
||||
void setNgramCount(const NgramType ngramType, const int count) {
|
||||
mEntryCounters[static_cast<int>(ngramType)] = count;
|
||||
}
|
||||
|
||||
private:
|
||||
DISALLOW_COPY_AND_ASSIGN(MutableEntryCounters);
|
||||
|
||||
// Counters from Unigram (0-th element) to (MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1)-gram
|
||||
// (MAX_PREV_WORD_COUNT_FOR_N_GRAM-th element)
|
||||
std::array<int, MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1> mEntryCounters;
|
||||
};
|
||||
} // namespace latinime
|
||||
|
|
|
@ -126,20 +126,13 @@ const ForgettingCurveUtils::ProbabilityTable ForgettingCurveUtils::sProbabilityT
|
|||
|
||||
/* static */ bool ForgettingCurveUtils::needsToDecay(const bool mindsBlockByDecay,
|
||||
const EntryCounts &entryCounts, const HeaderPolicy *const headerPolicy) {
|
||||
if (entryCounts.getUnigramCount()
|
||||
>= getEntryCountHardLimit(headerPolicy->getMaxUnigramCount())) {
|
||||
// Unigram count exceeds the limit.
|
||||
return true;
|
||||
}
|
||||
if (entryCounts.getBigramCount()
|
||||
>= getEntryCountHardLimit(headerPolicy->getMaxBigramCount())) {
|
||||
// Bigram count exceeds the limit.
|
||||
return true;
|
||||
}
|
||||
if (entryCounts.getTrigramCount()
|
||||
>= getEntryCountHardLimit(headerPolicy->getMaxTrigramCount())) {
|
||||
// Trigram count exceeds the limit.
|
||||
return true;
|
||||
const EntryCounts &maxNgramCounts = headerPolicy->getMaxNgramCounts();
|
||||
for (const auto ngramType : AllNgramTypes::ASCENDING) {
|
||||
if (entryCounts.getNgramCount(ngramType)
|
||||
>= getEntryCountHardLimit(maxNgramCounts.getNgramCount(ngramType))) {
|
||||
// Unigram count exceeds the limit.
|
||||
return true;
|
||||
}
|
||||
}
|
||||
if (mindsBlockByDecay) {
|
||||
return false;
|
||||
|
|
|
@ -0,0 +1,62 @@
|
|||
/*
|
||||
* Copyright (C) 2014, 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_NGRAM_UTILS_H
|
||||
#define LATINIME_NGRAM_UTILS_H
|
||||
|
||||
#include "defines.h"
|
||||
|
||||
namespace latinime {
|
||||
|
||||
enum class NgramType : int {
|
||||
Unigram = 0,
|
||||
Bigram = 1,
|
||||
Trigram = 2,
|
||||
NotANgramType = -1,
|
||||
};
|
||||
|
||||
namespace AllNgramTypes {
|
||||
// Use anonymous namespace to avoid ODR (One Definition Rule) violation.
|
||||
namespace {
|
||||
|
||||
const NgramType ASCENDING[] = {
|
||||
NgramType::Unigram, NgramType::Bigram, NgramType::Trigram
|
||||
};
|
||||
|
||||
const NgramType DESCENDING[] = {
|
||||
NgramType::Trigram, NgramType::Bigram, NgramType::Unigram
|
||||
};
|
||||
|
||||
} // namespace
|
||||
} // namespace AllNgramTypes
|
||||
|
||||
class NgramUtils final {
|
||||
public:
|
||||
static AK_FORCE_INLINE NgramType getNgramTypeFromWordCount(const int wordCount) {
|
||||
// Max supported ngram is (MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1)-gram.
|
||||
if (wordCount <= 0 || wordCount > MAX_PREV_WORD_COUNT_FOR_N_GRAM + 1) {
|
||||
return NgramType::NotANgramType;
|
||||
}
|
||||
// Convert word count to 0-origin enum value.
|
||||
return static_cast<NgramType>(wordCount - 1);
|
||||
}
|
||||
|
||||
private:
|
||||
DISALLOW_IMPLICIT_CONSTRUCTORS(NgramUtils);
|
||||
|
||||
};
|
||||
}
|
||||
#endif /* LATINIME_NGRAM_UTILS_H */
|
Loading…
Reference in New Issue