#pragma once #include #include #include #include #include #include #include #include #include #include "limonp/Md5.hpp" #include "Unicode.hpp" //#define USE_DARTS_CLONE #ifdef USE_DARTS_CLONE #include "../storage-base/darts-clone/darts.h" #else #include "../storage-base/cedar/cedar.h" #endif namespace cppjieba { using std::pair; struct DatElement { string word; string tag; double weight = 0; bool operator < (const DatElement & b) const { if (word == b.word) { return this->weight > b.weight; } return this->word < b.word; } }; struct IdfElement { string word; double idf = 0; bool operator < (const IdfElement & b) const { if (word == b.word) { return this->idf > b.idf; } return this->word < b.word; } }; struct PinYinElement { string word; string tag; bool operator < (const DatElement & b) const { return this->word < b.word; } }; inline std::ostream & operator << (std::ostream& os, const DatElement & elem) { return os << "word=" << elem.word << "/tag=" << elem.tag << "/weight=" << elem.weight; } struct PinYinMemElem { char tag[6] = {}; void SetTag(const string & str) { memset(&tag[0], 0, sizeof(tag)); strncpy(&tag[0], str.c_str(), std::min(str.size(), sizeof(tag) - 1)); } string GetTag() const { return &tag[0]; } }; inline std::ostream & operator << (std::ostream& os, const DatMemElem & elem) { return os << "/tag=" << elem.GetTag() << "/weight=" << elem.weight; } #ifdef USE_DARTS_CLONE typedef Darts::DoubleArray JiebaDAT; #else typedef cedar::da JiebaDAT; #endif struct CacheFileHeader { char md5_hex[32] = {}; double min_weight = 0; uint32_t elements_num = 0; uint32_t dat_size = 0; }; static_assert(sizeof(DatMemElem) == 16, "DatMemElem length invalid"); static_assert((sizeof(CacheFileHeader) % sizeof(DatMemElem)) == 0, "DatMemElem CacheFileHeader length equal"); class DatTrie { public: DatTrie() {} ~DatTrie() { ::munmap(mmap_addr_, mmap_length_); mmap_addr_ = nullptr; mmap_length_ = 0; ::close(mmap_fd_); mmap_fd_ = -1; } const DatMemElem * Find(const string & key) const { #ifdef USE_DARTS_CLONE JiebaDAT::result_pair_type find_result; dat_.exactMatchSearch(key.c_str(), find_result); if ((0 == find_result.length) || (find_result.value < 0) || ((size_t)find_result.value >= elements_num_)) { return nullptr; } return &elements_ptr_[ find_result.value ]; #else int result = dat_.exactMatchSearch(key.c_str()); if (result < 0) return nullptr; return &elements_ptr_[result]; #endif } const double Find(const string & key, std::size_t length, std::size_t node_pos) const { #ifdef USE_DARTS_CLONE JiebaDAT::result_pair_type find_result; dat_.exactMatchSearch(key.c_str(), find_result, length, node_pos); if ((0 == find_result.length) || (find_result.value < 0) || ((size_t)find_result.value >= elements_num_)) { return -1; } return idf_elements_ptr_[ find_result.value ]; #else int result = dat_.exactMatchSearch(key.c_str(), length, node_pos); if (result < 0) return -1; return idf_elements_ptr_[result]; #endif } const PinYinMemElem * PinYinFind(const string & key) const { #ifdef USE_DARTS_CLONE JiebaDAT::result_pair_type find_result; dat_.exactMatchSearch(key.c_str(), find_result); if ((0 == find_result.length) || (find_result.value < 0) || ((size_t)find_result.value >= elements_num_)) { return nullptr; } return &pinyin_elements_ptr_[ find_result.value ]; #else int result = dat_.exactMatchSearch(key.c_str()); if (result < 0) return nullptr; return &pinyin_elements_ptr_[result]; #endif } void Find(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector&res, size_t max_word_len) const { res.clear(); res.resize(end - begin); string text_str; EncodeRunesToString(begin, end, text_str); static const size_t max_num = 128; JiebaDAT::result_pair_type result_pairs[max_num] = {}; for (size_t i = 0, begin_pos = 0; i < size_t(end - begin); i++) { std::size_t num_results = dat_.commonPrefixSearch(&text_str[begin_pos], &result_pairs[0], max_num); res[i].nexts.push_back(pair(i + 1, nullptr)); for (std::size_t idx = 0; idx < num_results; ++idx) { auto & match = result_pairs[idx]; if ((match.value < 0) || ((size_t)match.value >= elements_num_)) { continue; } auto const char_num = Utf8CharNum(&text_str[begin_pos], match.length); if (char_num > max_word_len) { continue; } auto pValue = &elements_ptr_[match.value]; if (1 == char_num) { res[i].nexts[0].second = pValue; continue; } res[i].nexts.push_back(pair(i + char_num, pValue)); } begin_pos += limonp::UnicodeToUtf8Bytes((begin + i)->rune); } } /* void Find_Reverse(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector&res, size_t max_word_len) const { res.clear(); res.resize(end - begin); string text_str; EncodeRunesToString(begin, end, text_str); static const size_t max_num = 128; JiebaDAT::result_pair_type result_pairs[max_num] = {}; size_t str_size = end - begin; for (size_t i = 0, begin_pos = text_str.size(); i < str_size; i++) { begin_pos -= (end - i - 1)->len; std::size_t num_results = dat_.commonPrefixSearch(&text_str[begin_pos], &result_pairs[0], max_num); res[str_size - i - 1].nexts.push_back(pair(str_size - i, nullptr)); for (std::size_t idx = 0; idx < num_results; ++idx) { auto & match = result_pairs[idx]; if ((match.value < 0) || ((size_t)match.value >= elements_num_)) { continue; } auto const char_num = Utf8CharNum(&text_str[begin_pos], match.length); if (char_num > max_word_len) { continue; } auto pValue = &elements_ptr_[match.value]; if (1 == char_num) { res[str_size - i - 1].nexts[0].second = pValue; continue; } res[str_size - i - 1].nexts.push_back(pair(str_size - 1 - i + char_num, pValue)); } } }*/ void Find(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector& words, size_t max_word_len) const { string text_str; EncodeRunesToString(begin, end, text_str); static const size_t max_num = 128; JiebaDAT::result_pair_type result_pairs[max_num] = {};//存放字典查询结果 size_t str_size = end - begin; double max_weight[str_size];//存放逆向路径最大weight for (size_t i = 0; ilen; std::size_t num_results = dat_.commonPrefixSearch(&text_str[begin_pos], &result_pairs[0], max_num); if (0 == num_results) {//字典不存在则单独分词 val = min_weight_; if (nextPos < str_size) { val += max_weight[nextPos]; } if ((nextPos <= str_size) && (val > max_weight[nextPos - 1])) { max_weight[nextPos - 1] = val; max_next[nextPos - 1] = nextPos; } } else {//字典存在则根据查询结果数量计算最大概率路径 for (std::size_t idx = 0; idx < num_results; ++idx) { auto & match = result_pairs[idx]; if ((match.value < 0) || ((size_t)match.value >= elements_num_)) { continue; } auto const char_num = Utf8CharNum(&text_str[begin_pos], match.length); if (char_num > max_word_len) { continue; } auto pValue = &elements_ptr_[match.value]; val = pValue->weight; if (1 == char_num) { if (nextPos < str_size) { val += max_weight[nextPos]; } if ((nextPos <= str_size) && (val > max_weight[nextPos - 1])) { max_weight[nextPos - 1] = val; max_next[nextPos - 1] = nextPos; } } else { if (nextPos - 1 + char_num < str_size) { val += max_weight[nextPos - 1 + char_num]; } if ((nextPos - 1 + char_num <= str_size) && (val > max_weight[nextPos - 1])) { max_weight[nextPos - 1] = val; max_next[nextPos - 1] = nextPos - 1 + char_num; } } } } } for (size_t i = 0; i < str_size;) {//统计动态规划结果 assert(max_next[i] > i); assert(max_next[i] <= str_size); WordRange wr(begin + i, begin + max_next[i] - 1); words.push_back(wr); i = max_next[i]; } } double GetMinWeight() const { return min_weight_; } void SetMinWeight(double d) { min_weight_ = d ; } bool InitBuildDat(vector& elements, const string & dat_cache_file, const string & md5) { BuildDatCache(elements, dat_cache_file, md5); return InitAttachDat(dat_cache_file, md5); } bool InitBuildDat(vector& elements, const string & dat_cache_file, const string & md5) { BuildDatCache(elements, dat_cache_file, md5); return InitIdfAttachDat(dat_cache_file, md5); } bool InitBuildDat(vector& elements, const string & dat_cache_file, const string & md5) { BuildDatCache(elements, dat_cache_file, md5); return InitPinYinAttachDat(dat_cache_file, md5); } bool InitAttachDat(const string & dat_cache_file, const string & md5) { mmap_fd_ = ::open(dat_cache_file.c_str(), O_RDONLY); if (mmap_fd_ < 0) { return false; } const auto seek_off = ::lseek(mmap_fd_, 0, SEEK_END); assert(seek_off >= 0); mmap_length_ = seek_off; mmap_addr_ = reinterpret_cast(mmap(NULL, mmap_length_, PROT_READ, MAP_SHARED, mmap_fd_, 0)); assert(MAP_FAILED != mmap_addr_); assert(mmap_length_ >= sizeof(CacheFileHeader)); CacheFileHeader & header = *reinterpret_cast(mmap_addr_); elements_num_ = header.elements_num; min_weight_ = header.min_weight; assert(sizeof(header.md5_hex) == md5.size()); if (0 != memcmp(&header.md5_hex[0], md5.c_str(), md5.size())) { return false; } assert(mmap_length_ == sizeof(header) + header.elements_num * sizeof(DatMemElem) + header.dat_size * dat_.unit_size()); elements_ptr_ = (const DatMemElem *)(mmap_addr_ + sizeof(header)); char * dat_ptr = mmap_addr_ + sizeof(header) + sizeof(DatMemElem) * elements_num_; dat_.set_array(dat_ptr, header.dat_size); return true; } bool InitIdfAttachDat(const string & dat_cache_file, const string & md5) { mmap_fd_ = ::open(dat_cache_file.c_str(), O_RDONLY); if (mmap_fd_ < 0) { return false; } const auto seek_off = ::lseek(mmap_fd_, 0, SEEK_END); assert(seek_off >= 0); mmap_length_ = seek_off; mmap_addr_ = reinterpret_cast(mmap(NULL, mmap_length_, PROT_READ, MAP_SHARED, mmap_fd_, 0)); assert(MAP_FAILED != mmap_addr_); assert(mmap_length_ >= sizeof(CacheFileHeader)); CacheFileHeader & header = *reinterpret_cast(mmap_addr_); elements_num_ = header.elements_num; min_weight_ = header.min_weight; assert(sizeof(header.md5_hex) == md5.size()); if (0 != memcmp(&header.md5_hex[0], md5.c_str(), md5.size())) { return false; } assert(mmap_length_ == sizeof(header) + header.elements_num * sizeof(double) + header.dat_size * dat_.unit_size()); idf_elements_ptr_ = (const double *)(mmap_addr_ + sizeof(header)); char * dat_ptr = mmap_addr_ + sizeof(header) + sizeof(double) * elements_num_; dat_.set_array(dat_ptr, header.dat_size); return true; } bool InitPinYinAttachDat(const string & dat_cache_file, const string & md5) { mmap_fd_ = ::open(dat_cache_file.c_str(), O_RDONLY); if (mmap_fd_ < 0) { return false; } const auto seek_off = ::lseek(mmap_fd_, 0, SEEK_END); assert(seek_off >= 0); mmap_length_ = seek_off; mmap_addr_ = reinterpret_cast(mmap(NULL, mmap_length_, PROT_READ, MAP_SHARED, mmap_fd_, 0)); assert(MAP_FAILED != mmap_addr_); assert(mmap_length_ >= sizeof(CacheFileHeader)); CacheFileHeader & header = *reinterpret_cast(mmap_addr_); elements_num_ = header.elements_num; min_weight_ = header.min_weight; assert(sizeof(header.md5_hex) == md5.size()); if (0 != memcmp(&header.md5_hex[0], md5.c_str(), md5.size())) { return false; } assert(mmap_length_ == sizeof(header) + header.elements_num * sizeof(PinYinMemElem) + header.dat_size * dat_.unit_size()); pinyin_elements_ptr_ = (const PinYinMemElem *)(mmap_addr_ + sizeof(header)); char * dat_ptr = mmap_addr_ + sizeof(header) + sizeof(PinYinMemElem) * elements_num_; dat_.set_array(dat_ptr, header.dat_size); return true; } private: void BuildDatCache(vector& elements, const string & dat_cache_file, const string & md5) { std::sort(elements.begin(), elements.end()); vector keys_ptr_vec; vector values_vec; vector mem_elem_vec; keys_ptr_vec.reserve(elements.size()); values_vec.reserve(elements.size()); mem_elem_vec.reserve(elements.size()); CacheFileHeader header; header.min_weight = min_weight_; assert(sizeof(header.md5_hex) == md5.size()); memcpy(&header.md5_hex[0], md5.c_str(), md5.size()); for (size_t i = 0; i < elements.size(); ++i) { keys_ptr_vec.push_back(elements[i].word.data()); values_vec.push_back(i); mem_elem_vec.push_back(DatMemElem()); auto & mem_elem = mem_elem_vec.back(); mem_elem.weight = elements[i].weight; mem_elem.SetTag(elements[i].tag); } auto const ret = dat_.build(keys_ptr_vec.size(), &keys_ptr_vec[0], NULL, &values_vec[0]); assert(0 == ret); header.elements_num = mem_elem_vec.size(); header.dat_size = dat_.size(); { string tmp_filepath = string(dat_cache_file) + "_XXXXXX"; ::umask(S_IWGRP | S_IWOTH); //const int fd =::mkstemp(&tmp_filepath[0]); const int fd =::mkstemp((char *)tmp_filepath.data()); qDebug() << "mkstemp :" << errno << tmp_filepath.data(); assert(fd >= 0); ::fchmod(fd, 0644); auto write_bytes = ::write(fd, (const char *)&header, sizeof(header)); write_bytes += ::write(fd, (const char *)&mem_elem_vec[0], sizeof(mem_elem_vec[0]) * mem_elem_vec.size()); write_bytes += ::write(fd, dat_.array(), dat_.total_size()); assert(write_bytes == sizeof(header) + mem_elem_vec.size() * sizeof(mem_elem_vec[0]) + dat_.total_size()); ::close(fd); const auto rename_ret = ::rename(tmp_filepath.c_str(), dat_cache_file.c_str()); assert(0 == rename_ret); } } void BuildDatCache(vector& elements, const string & dat_cache_file, const string & md5) { std::sort(elements.begin(), elements.end()); vector keys_ptr_vec; vector values_vec; vector mem_elem_vec; keys_ptr_vec.reserve(elements.size()); values_vec.reserve(elements.size()); mem_elem_vec.reserve(elements.size()); CacheFileHeader header; header.min_weight = min_weight_; assert(sizeof(header.md5_hex) == md5.size()); memcpy(&header.md5_hex[0], md5.c_str(), md5.size()); for (size_t i = 0; i < elements.size(); ++i) { keys_ptr_vec.push_back(elements[i].word.data()); values_vec.push_back(i); mem_elem_vec.push_back(elements[i].idf); } auto const ret = dat_.build(keys_ptr_vec.size(), &keys_ptr_vec[0], NULL, &values_vec[0]); assert(0 == ret); header.elements_num = mem_elem_vec.size(); header.dat_size = dat_.size(); { string tmp_filepath = string(dat_cache_file) + "_XXXXXX"; ::umask(S_IWGRP | S_IWOTH); //const int fd =::mkstemp(&tmp_filepath[0]); const int fd =::mkstemp((char *)tmp_filepath.data()); qDebug() << "mkstemp error:" << errno << tmp_filepath.data(); assert(fd >= 0); ::fchmod(fd, 0644); auto write_bytes = ::write(fd, (const char *)&header, sizeof(header)); write_bytes += ::write(fd, (const char *)&mem_elem_vec[0], sizeof(double) * mem_elem_vec.size()); write_bytes += ::write(fd, dat_.array(), dat_.total_size()); assert(write_bytes == sizeof(header) + mem_elem_vec.size() * sizeof(double) + dat_.total_size()); ::close(fd); const auto rename_ret = ::rename(tmp_filepath.c_str(), dat_cache_file.c_str()); assert(0 == rename_ret); } } void BuildDatCache(vector& elements, const string & dat_cache_file, const string & md5) { //std::sort(elements.begin(), elements.end()); vector keys_ptr_vec; vector values_vec; vector mem_elem_vec; keys_ptr_vec.reserve(elements.size()); values_vec.reserve(elements.size()); mem_elem_vec.reserve(elements.size()); CacheFileHeader header; header.min_weight = min_weight_; assert(sizeof(header.md5_hex) == md5.size()); memcpy(&header.md5_hex[0], md5.c_str(), md5.size()); for (size_t i = 0; i < elements.size(); ++i) { keys_ptr_vec.push_back(elements[i].word.data()); values_vec.push_back(i); mem_elem_vec.push_back(PinYinMemElem()); auto & mem_elem = mem_elem_vec.back(); mem_elem.SetTag(elements[i].tag); } auto const ret = dat_.build(keys_ptr_vec.size(), &keys_ptr_vec[0], NULL, &values_vec[0]); assert(0 == ret); header.elements_num = mem_elem_vec.size(); header.dat_size = dat_.size(); { string tmp_filepath = string(dat_cache_file) + "_XXXXXX"; ::umask(S_IWGRP | S_IWOTH); //const int fd =::mkstemp(&tmp_filepath[0]); const int fd =::mkstemp((char *)tmp_filepath.data()); qDebug() << "mkstemp :" << errno << tmp_filepath.data(); assert(fd >= 0); ::fchmod(fd, 0644); auto write_bytes = ::write(fd, (const char *)&header, sizeof(header)); write_bytes += ::write(fd, (const char *)&mem_elem_vec[0], sizeof(mem_elem_vec[0]) * mem_elem_vec.size()); write_bytes += ::write(fd, dat_.array(), dat_.total_size()); assert(write_bytes == sizeof(header) + mem_elem_vec.size() * sizeof(mem_elem_vec[0]) + dat_.total_size()); ::close(fd); const auto rename_ret = ::rename(tmp_filepath.c_str(), dat_cache_file.c_str()); assert(0 == rename_ret); } } DatTrie(const DatTrie &); DatTrie &operator=(const DatTrie &); private: JiebaDAT dat_; const DatMemElem * elements_ptr_ = nullptr; const double * idf_elements_ptr_ = nullptr; const PinYinMemElem * pinyin_elements_ptr_ = nullptr; size_t elements_num_ = 0; double min_weight_ = 0; int mmap_fd_ = -1; size_t mmap_length_ = 0; char * mmap_addr_ = nullptr; }; inline string CalcFileListMD5(const string & files_list, size_t & file_size_sum) { limonp::MD5 md5; const auto files = limonp::Split(files_list, "|;"); file_size_sum = 0; for (auto const & local_path : files) { const int fd = ::open(local_path.c_str(), O_RDONLY); if( fd < 0){ continue; } auto const len = ::lseek(fd, 0, SEEK_END); if (len > 0) { void * addr = ::mmap(NULL, len, PROT_READ, MAP_SHARED, fd, 0); assert(MAP_FAILED != addr); md5.Update((unsigned char *) addr, len); file_size_sum += len; ::munmap(addr, len); } ::close(fd); } md5.Final(); return string(md5.digestChars); } }