|
#ifndef LM_SEARCH_TRIE_H |
|
#define LM_SEARCH_TRIE_H |
|
|
|
#include "config.hh" |
|
#include "model_type.hh" |
|
#include "return.hh" |
|
#include "trie.hh" |
|
#include "weights.hh" |
|
|
|
#include "../util/file.hh" |
|
#include "../util/file_piece.hh" |
|
|
|
#include <vector> |
|
#include <cstdlib> |
|
#include <cassert> |
|
|
|
namespace lm { |
|
namespace ngram { |
|
class BinaryFormat; |
|
class SortedVocabulary; |
|
namespace trie { |
|
|
|
template <class Quant, class Bhiksha> class TrieSearch; |
|
class SortedFiles; |
|
template <class Quant, class Bhiksha> void BuildTrie(SortedFiles &files, std::vector<uint64_t> &counts, const Config &config, TrieSearch<Quant, Bhiksha> &out, Quant &quant, SortedVocabulary &vocab, BinaryFormat &backing); |
|
|
|
template <class Quant, class Bhiksha> class TrieSearch { |
|
public: |
|
typedef NodeRange Node; |
|
|
|
typedef ::lm::ngram::trie::UnigramPointer UnigramPointer; |
|
typedef typename Quant::MiddlePointer MiddlePointer; |
|
typedef typename Quant::LongestPointer LongestPointer; |
|
|
|
static const bool kDifferentRest = false; |
|
|
|
static const ModelType kModelType = static_cast<ModelType>(TRIE_SORTED + Quant::kModelTypeAdd + Bhiksha::kModelTypeAdd); |
|
|
|
static const unsigned int kVersion = 1; |
|
|
|
static void UpdateConfigFromBinary(const BinaryFormat &file, const std::vector<uint64_t> &counts, uint64_t offset, Config &config) { |
|
Quant::UpdateConfigFromBinary(file, offset, config); |
|
|
|
if (counts.size() > 2) |
|
Bhiksha::UpdateConfigFromBinary(file, offset + Quant::Size(counts.size(), config) + Unigram::Size(counts[0]), config); |
|
} |
|
|
|
static uint64_t Size(const std::vector<uint64_t> &counts, const Config &config) { |
|
uint64_t ret = Quant::Size(counts.size(), config) + Unigram::Size(counts[0]); |
|
for (unsigned char i = 1; i < counts.size() - 1; ++i) { |
|
ret += Middle::Size(Quant::MiddleBits(config), counts[i], counts[0], counts[i+1], config); |
|
} |
|
return ret + Longest::Size(Quant::LongestBits(config), counts.back(), counts[0]); |
|
} |
|
|
|
TrieSearch() : middle_begin_(NULL), middle_end_(NULL) {} |
|
|
|
~TrieSearch() { FreeMiddles(); } |
|
|
|
uint8_t *SetupMemory(uint8_t *start, const std::vector<uint64_t> &counts, const Config &config); |
|
|
|
void InitializeFromARPA(const char *file, util::FilePiece &f, std::vector<uint64_t> &counts, const Config &config, SortedVocabulary &vocab, BinaryFormat &backing); |
|
|
|
unsigned char Order() const { |
|
return middle_end_ - middle_begin_ + 2; |
|
} |
|
|
|
ProbBackoff &UnknownUnigram() { return unigram_.Unknown(); } |
|
|
|
UnigramPointer LookupUnigram(WordIndex word, Node &next, bool &independent_left, uint64_t &extend_left) const { |
|
extend_left = static_cast<uint64_t>(word); |
|
UnigramPointer ret(unigram_.Find(word, next)); |
|
independent_left = (next.begin == next.end); |
|
return ret; |
|
} |
|
|
|
MiddlePointer Unpack(uint64_t extend_pointer, unsigned char extend_length, Node &node) const { |
|
return MiddlePointer(quant_, extend_length - 2, middle_begin_[extend_length - 2].ReadEntry(extend_pointer, node)); |
|
} |
|
|
|
MiddlePointer LookupMiddle(unsigned char order_minus_2, WordIndex word, Node &node, bool &independent_left, uint64_t &extend_left) const { |
|
util::BitAddress address(middle_begin_[order_minus_2].Find(word, node, extend_left)); |
|
independent_left = (address.base == NULL) || (node.begin == node.end); |
|
return MiddlePointer(quant_, order_minus_2, address); |
|
} |
|
|
|
LongestPointer LookupLongest(WordIndex word, const Node &node) const { |
|
return LongestPointer(quant_, longest_.Find(word, node)); |
|
} |
|
|
|
bool FastMakeNode(const WordIndex *begin, const WordIndex *end, Node &node) const { |
|
assert(begin != end); |
|
bool independent_left; |
|
uint64_t ignored; |
|
LookupUnigram(*begin, node, independent_left, ignored); |
|
for (const WordIndex *i = begin + 1; i < end; ++i) { |
|
if (independent_left || !LookupMiddle(i - begin - 1, *i, node, independent_left, ignored).Found()) return false; |
|
} |
|
return true; |
|
} |
|
|
|
private: |
|
friend void BuildTrie<Quant, Bhiksha>(SortedFiles &files, std::vector<uint64_t> &counts, const Config &config, TrieSearch<Quant, Bhiksha> &out, Quant &quant, SortedVocabulary &vocab, BinaryFormat &backing); |
|
|
|
|
|
void FreeMiddles() { |
|
for (const Middle *i = middle_begin_; i != middle_end_; ++i) { |
|
i->~Middle(); |
|
} |
|
std::free(middle_begin_); |
|
} |
|
|
|
typedef trie::BitPackedMiddle<Bhiksha> Middle; |
|
|
|
typedef trie::BitPackedLongest Longest; |
|
Longest longest_; |
|
|
|
Middle *middle_begin_, *middle_end_; |
|
Quant quant_; |
|
|
|
typedef ::lm::ngram::trie::Unigram Unigram; |
|
Unigram unigram_; |
|
}; |
|
|
|
} |
|
} |
|
} |
|
|
|
#endif |
|
|