Merge "Perform the actual bigram frequency lookup." into jb-dev

This commit is contained in:
Jean Chalard 2012-05-10 04:08:07 -07:00 committed by Android (Google) Code Review
commit 6cb23a49bf
4 changed files with 55 additions and 19 deletions

View file

@ -20,8 +20,9 @@
#define LOG_TAG "LatinIME: bigram_dictionary.cpp"
#include "bigram_dictionary.h"
#include "dictionary.h"
#include "binary_format.h"
#include "bloom_filter.h"
#include "dictionary.h"
namespace latinime {
@ -153,16 +154,6 @@ int BigramDictionary::getBigramListPositionForWord(const int32_t *prevWord,
return pos;
}
static inline void setInFilter(uint8_t *filter, const int position) {
const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
filter[bucket >> 3] |= (1 << (bucket & 0x7));
}
static inline bool isInFilter(uint8_t *filter, const int position) {
const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
return filter[bucket >> 3] & (1 << (bucket & 0x7));
}
void BigramDictionary::fillBigramAddressToFrequencyMapAndFilter(const int32_t *prevWord,
const int prevWordLength, std::map<int, int> *map, uint8_t *filter) {
memset(filter, 0, BIGRAM_FILTER_BYTE_SIZE);

View file

@ -18,6 +18,7 @@
#define LATINIME_BINARY_FORMAT_H
#include <limits>
#include "bloom_filter.h"
#include "unigram_dictionary.h"
namespace latinime {
@ -66,8 +67,8 @@ class BinaryFormat {
const int length);
static int getWordAtAddress(const uint8_t* const root, const int address, const int maxDepth,
uint16_t* outWord);
static int getProbability(const std::map<int, int> *bigramMap, const uint8_t *bigramFilter,
const int unigramFreq);
static int getProbability(const int position, const std::map<int, int> *bigramMap,
const uint8_t *bigramFilter, const int unigramFreq);
// Flags for special processing
// Those *must* match the flags in makedict (BinaryDictInputOutput#*_PROCESSING_FLAG) or
@ -520,13 +521,18 @@ inline int BinaryFormat::getWordAtAddress(const uint8_t* const root, const int a
}
// This should probably return a probability in log space.
inline int BinaryFormat::getProbability(const std::map<int, int> *bigramMap,
inline int BinaryFormat::getProbability(const int position, const std::map<int, int> *bigramMap,
const uint8_t *bigramFilter, const int unigramFreq) {
// TODO: use the bigram filter for fast rejection, then the bigram map for lookup
// to get the bigram probability. If the bigram is not found, use the unigram frequency.
// Don't forget that they can be null.
if (!bigramMap || !bigramFilter) return unigramFreq;
if (!isInFilter(bigramFilter, position)) return unigramFreq;
const std::map<int, int>::const_iterator bigramFreq = bigramMap->find(position);
if (bigramFreq != bigramMap->end()) {
// TODO: return the frequency in bigramFreq->second
return unigramFreq;
} else {
return unigramFreq;
}
// TODO: if the unigram frequency is used, compute the actual probability
return unigramFreq;
}
} // namespace latinime

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@ -0,0 +1,38 @@
/*
* Copyright (C) 2012 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_BLOOM_FILTER_H
#define LATINIME_BLOOM_FILTER_H
#include <stdint.h>
#include "defines.h"
namespace latinime {
static inline void setInFilter(uint8_t *filter, const int position) {
const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
filter[bucket >> 3] |= (1 << (bucket & 0x7));
}
static inline bool isInFilter(const uint8_t *filter, const int position) {
const unsigned int bucket = position % BIGRAM_FILTER_MODULO;
return filter[bucket >> 3] & (1 << (bucket & 0x7));
}
} // namespace latinime
#endif // LATINIME_BLOOM_FILTER_H

View file

@ -851,7 +851,8 @@ inline bool UnigramDictionary::processCurrentNode(const int initialPos,
TerminalAttributes terminalAttributes(DICT_ROOT, flags, attributesPos);
// bigramMap contains the bigram frequencies indexed by addresses for fast lookup.
// bigramFilter is a bloom filter of said frequencies for even faster rejection.
const int probability = BinaryFormat::getProbability(bigramMap, bigramFilter, unigramFreq);
const int probability = BinaryFormat::getProbability(initialPos, bigramMap, bigramFilter,
unigramFreq);
onTerminal(probability, terminalAttributes, correction, queuePool, needsToInvokeOnTerminal,
currentWordIndex);