Merge "Perform the actual bigram frequency lookup." into jb-dev
This commit is contained in:
commit
6cb23a49bf
4 changed files with 55 additions and 19 deletions
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@ -20,8 +20,9 @@
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#define LOG_TAG "LatinIME: bigram_dictionary.cpp"
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#include "bigram_dictionary.h"
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#include "dictionary.h"
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#include "binary_format.h"
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#include "bloom_filter.h"
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#include "dictionary.h"
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namespace latinime {
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@ -153,16 +154,6 @@ int BigramDictionary::getBigramListPositionForWord(const int32_t *prevWord,
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return pos;
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}
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static inline void setInFilter(uint8_t *filter, const int position) {
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const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
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filter[bucket >> 3] |= (1 << (bucket & 0x7));
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}
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static inline bool isInFilter(uint8_t *filter, const int position) {
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const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
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return filter[bucket >> 3] & (1 << (bucket & 0x7));
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}
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void BigramDictionary::fillBigramAddressToFrequencyMapAndFilter(const int32_t *prevWord,
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const int prevWordLength, std::map<int, int> *map, uint8_t *filter) {
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memset(filter, 0, BIGRAM_FILTER_BYTE_SIZE);
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@ -18,6 +18,7 @@
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#define LATINIME_BINARY_FORMAT_H
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#include <limits>
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#include "bloom_filter.h"
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#include "unigram_dictionary.h"
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namespace latinime {
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@ -66,8 +67,8 @@ class BinaryFormat {
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const int length);
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static int getWordAtAddress(const uint8_t* const root, const int address, const int maxDepth,
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uint16_t* outWord);
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static int getProbability(const std::map<int, int> *bigramMap, const uint8_t *bigramFilter,
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const int unigramFreq);
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static int getProbability(const int position, const std::map<int, int> *bigramMap,
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const uint8_t *bigramFilter, const int unigramFreq);
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// Flags for special processing
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// Those *must* match the flags in makedict (BinaryDictInputOutput#*_PROCESSING_FLAG) or
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@ -520,13 +521,18 @@ inline int BinaryFormat::getWordAtAddress(const uint8_t* const root, const int a
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}
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// This should probably return a probability in log space.
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inline int BinaryFormat::getProbability(const std::map<int, int> *bigramMap,
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inline int BinaryFormat::getProbability(const int position, const std::map<int, int> *bigramMap,
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const uint8_t *bigramFilter, const int unigramFreq) {
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// TODO: use the bigram filter for fast rejection, then the bigram map for lookup
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// to get the bigram probability. If the bigram is not found, use the unigram frequency.
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// Don't forget that they can be null.
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if (!bigramMap || !bigramFilter) return unigramFreq;
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if (!isInFilter(bigramFilter, position)) return unigramFreq;
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const std::map<int, int>::const_iterator bigramFreq = bigramMap->find(position);
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if (bigramFreq != bigramMap->end()) {
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// TODO: return the frequency in bigramFreq->second
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return unigramFreq;
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} else {
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return unigramFreq;
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}
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// TODO: if the unigram frequency is used, compute the actual probability
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return unigramFreq;
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}
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} // namespace latinime
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38
native/jni/src/bloom_filter.h
Normal file
38
native/jni/src/bloom_filter.h
Normal file
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@ -0,0 +1,38 @@
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/*
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* Copyright (C) 2012 The Android Open Source Project
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*
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* Licensed under the Apache License, Version 2.0 (the "License");
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* you may not use this file except in compliance with the License.
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* You may obtain a copy of the License at
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*
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* http://www.apache.org/licenses/LICENSE-2.0
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*
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* Unless required by applicable law or agreed to in writing, software
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* distributed under the License is distributed on an "AS IS" BASIS,
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* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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* See the License for the specific language governing permissions and
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* limitations under the License.
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*/
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#ifndef LATINIME_BLOOM_FILTER_H
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#define LATINIME_BLOOM_FILTER_H
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#include <stdint.h>
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#include "defines.h"
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namespace latinime {
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static inline void setInFilter(uint8_t *filter, const int position) {
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const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
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filter[bucket >> 3] |= (1 << (bucket & 0x7));
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}
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static inline bool isInFilter(const uint8_t *filter, const int position) {
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const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
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return filter[bucket >> 3] & (1 << (bucket & 0x7));
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}
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} // namespace latinime
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#endif // LATINIME_BLOOM_FILTER_H
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@ -851,7 +851,8 @@ inline bool UnigramDictionary::processCurrentNode(const int initialPos,
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TerminalAttributes terminalAttributes(DICT_ROOT, flags, attributesPos);
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// bigramMap contains the bigram frequencies indexed by addresses for fast lookup.
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// bigramFilter is a bloom filter of said frequencies for even faster rejection.
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const int probability = BinaryFormat::getProbability(bigramMap, bigramFilter, unigramFreq);
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const int probability = BinaryFormat::getProbability(initialPos, bigramMap, bigramFilter,
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unigramFreq);
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onTerminal(probability, terminalAttributes, correction, queuePool, needsToInvokeOnTerminal,
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currentWordIndex);
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