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Add chinese-segmentation submodule.

This commit is contained in:
iaom 2022-06-20 14:12:31 +08:00
parent 1512502cea
commit 8d40e8a7b2
64 changed files with 4 additions and 670851 deletions
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3
.gitmodules vendored
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@ -1,3 +1,6 @@
[submodule "debian"]
path = debian
url = http://gitlab2.kylin.com/kylin-desktop/ukui-search-debian.git
[submodule "libchinese-segmentation"]
path = libchinese-segmentation
url = http://gitlab2.kylin.com/iaom/chinese-segmentation.git

1
libchinese-segmentation Submodule

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Subproject commit 02216728e0cf1f1304e97f7fc1f7b56f4ddc5872

33
libchinese-segmentation/chinese-segmentation-private.h
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#ifndef CHINESESEGMENTATIONPRIVATE_H
#define CHINESESEGMENTATIONPRIVATE_H
#include "chinese-segmentation.h"
#include "cppjieba/Jieba.hpp"
#include "cppjieba/KeywordExtractor.hpp"
class ChineseSegmentationPrivate
{
public:
explicit ChineseSegmentationPrivate(ChineseSegmentation *parent = nullptr);
~ChineseSegmentationPrivate();
vector<KeyWord> callSegment(const string& sentence);
vector<string> callMixSegmentCutStr(const string& sentence);
vector<Word> callMixSegmentCutWord(const string& sentence);
string lookUpTagOfWord(const string& word);
vector<pair<string, string>> getTagOfWordsInSentence(const string &sentence);
vector<Word> callFullSegment(const string& sentence);
vector<Word> callQuerySegment(const string& sentence);
vector<Word> callHMMSegment(const string& sentence);
vector<Word> callMPSegment(const string& sentence);
private:
cppjieba::Jieba *m_jieba;
ChineseSegmentation *q = nullptr;
};
#endif // CHINESESEGMENTATIONPRIVATE_H

162
libchinese-segmentation/chinese-segmentation.cpp
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/*
* Copyright (C) 2020, KylinSoft Co., Ltd.
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*
* Authors: zhangzihao <zhangzihao@kylinos.cn>
* Modified by: zhangpengfei <zhangpengfei@kylinos.cn>
*
*/
#include "chinese-segmentation.h"
#include "chinese-segmentation-private.h"
ChineseSegmentationPrivate::ChineseSegmentationPrivate(ChineseSegmentation *parent) : q(parent)
{
const char * const DICT_PATH = "/usr/share/ukui-search/res/dict/jieba.dict.utf8";
const char * const HMM_PATH = "/usr/share/ukui-search/res/dict/hmm_model.utf8";
const char * const USER_DICT_PATH = "/usr/share/ukui-search/res/dict/user.dict.utf8";
const char * const IDF_PATH = "/usr/share/ukui-search/res/dict/idf.utf8";
const char * const STOP_WORD_PATH = "/usr/share/ukui-search/res/dict/stop_words.utf8";
m_jieba = new cppjieba::Jieba(DICT_PATH,
HMM_PATH,
USER_DICT_PATH,
IDF_PATH,
STOP_WORD_PATH,
"");
}
ChineseSegmentationPrivate::~ChineseSegmentationPrivate() {
if(m_jieba)
delete m_jieba;
m_jieba = nullptr;
}
vector<KeyWord> ChineseSegmentationPrivate::callSegment(const string &sentence) {
const size_t topk = -1;
vector<KeyWord> keywordres;
ChineseSegmentationPrivate::m_jieba->extractor.Extract(sentence, keywordres, topk);
return keywordres;
}
vector<string> ChineseSegmentationPrivate::callMixSegmentCutStr(const string &sentence)
{
vector<string> keywordres;
ChineseSegmentationPrivate::m_jieba->Cut(sentence, keywordres);
return keywordres;
}
vector<Word> ChineseSegmentationPrivate::callMixSegmentCutWord(const string &sentence)
{
vector<Word> keywordres;
ChineseSegmentationPrivate::m_jieba->Cut(sentence, keywordres);
return keywordres;
}
string ChineseSegmentationPrivate::lookUpTagOfWord(const string &word)
{
return ChineseSegmentationPrivate::m_jieba->LookupTag(word);
}
vector<pair<string, string>> ChineseSegmentationPrivate::getTagOfWordsInSentence(const string &sentence)
{
vector<pair<string, string>> words;
ChineseSegmentationPrivate::m_jieba->Tag(sentence, words);
return words;
}
vector<Word> ChineseSegmentationPrivate::callFullSegment(const string &sentence)
{
vector<Word> keywordres;
ChineseSegmentationPrivate::m_jieba->CutAll(sentence, keywordres);
return keywordres;
}
vector<Word> ChineseSegmentationPrivate::callQuerySegment(const string &sentence)
{
vector<Word> keywordres;
ChineseSegmentationPrivate::m_jieba->CutForSearch(sentence, keywordres);
return keywordres;
}
vector<Word> ChineseSegmentationPrivate::callHMMSegment(const string &sentence)
{
vector<Word> keywordres;
ChineseSegmentationPrivate::m_jieba->CutHMM(sentence, keywordres);
return keywordres;
}
vector<Word> ChineseSegmentationPrivate::callMPSegment(const string &sentence)
{
size_t maxWordLen = 512;
vector<Word> keywordres;
ChineseSegmentationPrivate::m_jieba->CutSmall(sentence, keywordres, maxWordLen);
return keywordres;
}
ChineseSegmentation *ChineseSegmentation::getInstance()
{
static ChineseSegmentation *global_instance_chinese_segmentation = new ChineseSegmentation;
return global_instance_chinese_segmentation;
}
vector<KeyWord> ChineseSegmentation::callSegment(const string &sentence)
{
return d->callSegment(sentence);
}
vector<string> ChineseSegmentation::callMixSegmentCutStr(const string &sentence)
{
return d->callMixSegmentCutStr(sentence);
}
vector<Word> ChineseSegmentation::callMixSegmentCutWord(const string &str)
{
return d->callMixSegmentCutWord(str);
}
string ChineseSegmentation::lookUpTagOfWord(const string &word)
{
return d->lookUpTagOfWord(word);
}
vector<pair<string, string> > ChineseSegmentation::getTagOfWordsInSentence(const string &sentence)
{
return d->getTagOfWordsInSentence(sentence);
}
vector<Word> ChineseSegmentation::callFullSegment(const string &sentence)
{
return d->callFullSegment(sentence);
}
vector<Word> ChineseSegmentation::callQuerySegment(const string &sentence)
{
return d->callQuerySegment(sentence);
}
vector<Word> ChineseSegmentation::callHMMSegment(const string &sentence)
{
return d->callHMMSegment(sentence);
}
vector<Word> ChineseSegmentation::callMPSegment(const string &sentence)
{
return d->callMPSegment(sentence);
}
ChineseSegmentation::ChineseSegmentation() : d(new ChineseSegmentationPrivate)
{
}

116
libchinese-segmentation/chinese-segmentation.h
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/*
* Copyright (C) 2020, KylinSoft Co., Ltd.
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*
* Authors: zhangzihao <zhangzihao@kylinos.cn>
* Modified by: zhangpengfei <zhangpengfei@kylinos.cn>
*
*/
#ifndef CHINESESEGMENTATION_H
#define CHINESESEGMENTATION_H
#include "libchinese-segmentation_global.h"
#include "common-struct.h"
class ChineseSegmentationPrivate;
class CHINESESEGMENTATION_EXPORT ChineseSegmentation {
public:
static ChineseSegmentation *getInstance();
/**
* @brief ChineseSegmentation::callSegment
* 调用extractor进行关键词提取，先使用Mix方式初步分词，再使用Idf词典进行关键词提取，只包含两字以上关键词
*
* @param sentence 要提取关键词的句子
* @return vector<KeyWord> 存放提取后关键词的信息的容器
*/
vector<KeyWord> callSegment(const string &sentence);
/**
* @brief ChineseSegmentation::callMixSegmentCutStr
* 使用Mix方法进行分词，即先使用最大概率法MP初步分词，再用隐式马尔科夫模型HMM进一步分词，可以准确切出词典已有词和未登录词，结果比较准确
*
* @param sentence 要分词的句子
* @return vector<string> 只存放分词后每个词的内容的容器
*/
vector<string> callMixSegmentCutStr(const string& sentence);
/**
* @brief ChineseSegmentation::callMixSegmentCutWord
* 和callMixSegmentCutStr功能相同
* @param sentence 要分词的句子
* @return vector<Word> 存放分词后每个词所有信息的容器
*/
vector<Word> callMixSegmentCutWord(const string& str);
/**
* @brief ChineseSegmentation::lookUpTagOfWord
* 查询word的词性
* @param word 要查询词性的词
* @return string word的词性
*/
string lookUpTagOfWord(const string& word);
/**
* @brief ChineseSegmentation::getTagOfWordsInSentence
* 使用Mix分词后获取每个词的词性
* @param sentence 要分词的句子
* @return vector<pair<string, string>> 分词后的每个词的内容(firsr)和其对应的词性(second)
*/
vector<pair<string, string>> getTagOfWordsInSentence(const string &sentence);
/**
* @brief ChineseSegmentation::callFullSegment
* 使用Full进行分词，Full会切出字典里所有的词。
* @param sentence 要分词的句子
* @return vector<Word> 存放分词后每个词所有信息的容器
*/
vector<Word> callFullSegment(const string& sentence);
/**
* @brief ChineseSegmentation::callQuerySegment
* 使用Query进行分词，即先使用Mix，对于长词再用Full，结果最精确，但词的数量也最大
* @param sentence 要分词的句子
* @return vector<Word> 存放分词后每个词所有信息的容器
*/
vector<Word> callQuerySegment(const string& sentence);
/**
* @brief ChineseSegmentation::callHMMSegment
* 使用隐式马尔科夫模型HMM进行分词
* @param sentence 要分词的句子
* @return vector<Word> 存放分词后每个词所有信息的容器
*/
vector<Word> callHMMSegment(const string& sentence);
/**
* @brief ChineseSegmentation::callMPSegment
* 使用最大概率法MP进行分词
* @param sentence 要分词的句子
* @return vector<Word> 存放分词后每个词所有信息的容器
*/
vector<Word> callMPSegment(const string& sentence);
private:
explicit ChineseSegmentation();
~ChineseSegmentation() = default;
ChineseSegmentation(const ChineseSegmentation&) = delete;
ChineseSegmentation& operator =(const ChineseSegmentation&) = delete;
private:
ChineseSegmentationPrivate *d = nullptr;
};
#endif // CHINESESEGMENTATION_H

52
libchinese-segmentation/common-struct.h
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#ifndef COMMONSTRUCT_H
#define COMMONSTRUCT_H
#include <string>
#include <vector>
using namespace std;
/**
* @brief The KeyWord struct
*
* @property word the content of keyword
* @property offsets the Unicode offsets, can be used to check the word pos in a sentence
* @property weight the weight of the keyword
*/
struct KeyWord {
string word;
vector<size_t> offsets;
double weight;
~KeyWord() {
word = std::move("");
offsets.clear();
offsets.shrink_to_fit();
}
};
/**
* @brief The Word struct
*
* @property word the content of word
* @property offset the offset of the word(absolute pos, Chinese 3 , English 1)， can be used to check the word pos in a sentence
* @property unicode_offset the Unicode offset of the word
* @property unicode_length the Unicode length of the word
*/
struct Word {
string word;
uint32_t offset;
uint32_t unicode_offset;
uint32_t unicode_length;
Word(const string& w, uint32_t o)
: word(w), offset(o) {
}
Word(const string& w, uint32_t o, uint32_t unicode_offset, uint32_t unicode_length)
: word(w), offset(o), unicode_offset(unicode_offset), unicode_length(unicode_length) {
}
~Word() {
word = std::move("");
}
}; // struct Word
#endif // COMMONSTRUCT_H

634
libchinese-segmentation/cppjieba/DatTrie.hpp
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#pragma once
#include <stdint.h>
#include <unistd.h>
#include <fcntl.h>
#include <sys/mman.h>
#include <sys/types.h>
#include <sys/stat.h>
#include <QDebug>
#include <algorithm>
#include <utility>
#include "limonp/Md5.hpp"
#include "Unicode.hpp"
#include "darts.h"
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 DatMemElem {
double weight = 0.0;
char tag[8] = {};
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];
}
};
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;
}
struct DatDag {
limonp::LocalVector<pair<size_t, const DatMemElem *> > nexts;
double max_weight;
int max_next;
};
typedef Darts::DoubleArray JiebaDAT;
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 {
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 ];
}
const double Find(const string & key, std::size_t length, std::size_t node_pos) const {
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 ];
}
const PinYinMemElem * PinYinFind(const string & key) const {
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 ];
}
void Find(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end,
vector<struct DatDag>&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<size_t, const DatMemElem *>(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<size_t, const DatMemElem *>(i + char_num, pValue));
}
begin_pos += limonp::UnicodeToUtf8Bytes((begin + i)->rune);
}
}
/*
void Find_Reverse(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end,
vector<struct DatDag>&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<size_t, const DatMemElem *>(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<size_t, const DatMemElem *>(str_size - 1 - i + char_num, pValue));
}
}
}*/
void Find(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end,
vector<WordRange>& 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; i<str_size; i++) {
max_weight[i] = -3.14e+100;
}
int max_next[str_size];//存放动态规划后的分词结果
memset(max_next,-1,str_size);
double val(0);
for (size_t i = 0, begin_pos = text_str.size(); i < str_size; i++) {
size_t nextPos = str_size - i;//逆向计算
begin_pos -= (end - i - 1)->len;
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<DatElement>& elements, const string & dat_cache_file, const string & md5) {
BuildDatCache(elements, dat_cache_file, md5);
return InitAttachDat(dat_cache_file, md5);
}
bool InitBuildDat(vector<IdfElement>& elements, const string & dat_cache_file, const string & md5) {
BuildDatCache(elements, dat_cache_file, md5);
return InitIdfAttachDat(dat_cache_file, md5);
}
bool InitBuildDat(vector<PinYinElement>& 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<char *>(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<CacheFileHeader*>(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));
const 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<char *>(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<CacheFileHeader*>(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));
const 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<char *>(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<CacheFileHeader*>(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));
const 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<DatElement>& elements, const string & dat_cache_file, const string & md5) {
std::sort(elements.begin(), elements.end());
vector<const char*> keys_ptr_vec;
vector<int> values_vec;
vector<DatMemElem> 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]);
//原mkstemp用法有误，已修复--jxx20210519
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<IdfElement>& elements, const string & dat_cache_file, const string & md5) {
std::sort(elements.begin(), elements.end());
vector<const char*> keys_ptr_vec;
vector<int> values_vec;
vector<double> 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]);
//原mkstemp用法有误，已修复--jxx20210519
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<PinYinElement>& elements, const string & dat_cache_file, const string & md5) {
//std::sort(elements.begin(), elements.end());
vector<const char*> keys_ptr_vec;
vector<int> values_vec;
vector<PinYinMemElem> 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);
}
}

235
libchinese-segmentation/cppjieba/DictTrie.hpp
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#pragma once
#include <iostream>
#include <fstream>
#include <map>
#include <string>
#include <cstring>
#include <cstdlib>
#include <stdint.h>
#include <cmath>
#include <limits>
#include "limonp/StringUtil.hpp"
#include "limonp/Logging.hpp"
#include "Unicode.hpp"
#include "DatTrie.hpp"
#include <QDebug>
namespace cppjieba {
using namespace limonp;
const double MIN_DOUBLE = -3.14e+100;
const double MAX_DOUBLE = 3.14e+100;
const size_t DICT_COLUMN_NUM = 3;
const char* const UNKNOWN_TAG = "";
class DictTrie {
public:
enum UserWordWeightOption {
WordWeightMin,
WordWeightMedian,
WordWeightMax,
}; // enum UserWordWeightOption
DictTrie(const string& dict_path, const string& user_dict_paths = "", const string & dat_cache_path = "",
UserWordWeightOption user_word_weight_opt = WordWeightMedian) {
Init(dict_path, user_dict_paths, dat_cache_path, user_word_weight_opt);
}
~DictTrie() {}
const DatMemElem* Find(const string & word) const {
return dat_.Find(word);
}
void Find(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end,
vector<struct DatDag>&res,
size_t max_word_len = MAX_WORD_LENGTH) const {
dat_.Find(begin, end, res, max_word_len);
}
void Find(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end,
vector<WordRange>& words,
size_t max_word_len = MAX_WORD_LENGTH) const {
dat_.Find(begin, end, words, max_word_len);
}
bool IsUserDictSingleChineseWord(const Rune& word) const {
return IsIn(user_dict_single_chinese_word_, word);
}
double GetMinWeight() const {
return dat_.GetMinWeight();
}
size_t GetTotalDictSize() const {
return total_dict_size_;
}
void InserUserDictNode(const string& line, bool saveNodeInfo = true) {
vector<string> buf;
DatElement node_info;
Split(line, buf, " ");
if (buf.size() == 0) {
return;
}
node_info.word = buf[0];
node_info.weight = user_word_default_weight_;
node_info.tag = UNKNOWN_TAG;
if (buf.size() == 2) {
node_info.tag = buf[1];
} else if (buf.size() == 3) {
if (freq_sum_ > 0.0) {
const int freq = atoi(buf[1].c_str());
node_info.weight = log(1.0 * freq / freq_sum_);
node_info.tag = buf[2];
}
}
if (saveNodeInfo) {
static_node_infos_.push_back(node_info);
}
if (Utf8CharNum(node_info.word) == 1) {
RuneArray word;
if (DecodeRunesInString(node_info.word, word)) {
user_dict_single_chinese_word_.insert(word[0]);
} else {
XLOG(ERROR) << "Decode " << node_info.word << " failed.";
}
}
}
void LoadUserDict(const string& filePaths, bool saveNodeInfo = true) {
vector<string> files = limonp::Split(filePaths, "|;");
for (size_t i = 0; i < files.size(); i++) {
ifstream ifs(files[i].c_str());
XCHECK(ifs.is_open()) << "open " << files[i] << " failed";
string line;
for (; getline(ifs, line);) {
if (line.size() == 0) {
continue;
}
InserUserDictNode(line, saveNodeInfo);
}
}
}
private:
void Init(const string& dict_path, const string& user_dict_paths, string dat_cache_path,
UserWordWeightOption user_word_weight_opt) {
const auto dict_list = dict_path + "|" + user_dict_paths;
size_t file_size_sum = 0;
const string md5 = CalcFileListMD5(dict_list, file_size_sum);
total_dict_size_ = file_size_sum;
if (dat_cache_path.empty()) {
//未指定词库数据文件存储位置的默认存储在tmp目录下--jxx20200519
dat_cache_path = /*dict_path*/"/tmp/" + md5 + "." + to_string(user_word_weight_opt) + ".dat_cache";
}
QString path = QString::fromStdString(dat_cache_path);
qDebug() << "#########Dict path:" << path;
if (dat_.InitAttachDat(dat_cache_path, md5)) {
LoadUserDict(user_dict_paths, false); // for load user_dict_single_chinese_word_;
return;
}
LoadDefaultDict(dict_path);
freq_sum_ = CalcFreqSum(static_node_infos_);
CalculateWeight(static_node_infos_, freq_sum_);
double min_weight = 0;
SetStaticWordWeights(user_word_weight_opt, min_weight);
dat_.SetMinWeight(min_weight);
LoadUserDict(user_dict_paths);
const auto build_ret = dat_.InitBuildDat(static_node_infos_, dat_cache_path, md5);
assert(build_ret);
vector<DatElement>().swap(static_node_infos_);
}
void LoadDefaultDict(const string& filePath) {
ifstream ifs(filePath.c_str());
XCHECK(ifs.is_open()) << "open " << filePath << " failed.";
string line;
vector<string> buf;
for (; getline(ifs, line);) {
Split(line, buf, " ");
XCHECK(buf.size() == DICT_COLUMN_NUM) << "split result illegal, line:" << line;
DatElement node_info;
node_info.word = buf[0];
node_info.weight = atof(buf[1].c_str());
node_info.tag = buf[2];
static_node_infos_.push_back(node_info);
}
}
static bool WeightCompare(const DatElement& lhs, const DatElement& rhs) {
return lhs.weight < rhs.weight;
}
void SetStaticWordWeights(UserWordWeightOption option, double & min_weight) {
XCHECK(!static_node_infos_.empty());
vector<DatElement> x = static_node_infos_;
sort(x.begin(), x.end(), WeightCompare);
if(x.empty()){
return;
}
min_weight = x[0].weight;
const double max_weight_ = x[x.size() - 1].weight;
const double median_weight_ = x[x.size() / 2].weight;
switch (option) {
case WordWeightMin:
user_word_default_weight_ = min_weight;
break;
case WordWeightMedian:
user_word_default_weight_ = median_weight_;
break;
default:
user_word_default_weight_ = max_weight_;
break;
}
}
double CalcFreqSum(const vector<DatElement>& node_infos) const {
double sum = 0.0;
for (size_t i = 0; i < node_infos.size(); i++) {
sum += node_infos[i].weight;
}
return sum;
}
void CalculateWeight(vector<DatElement>& node_infos, double sum) const {
for (size_t i = 0; i < node_infos.size(); i++) {
DatElement& node_info = node_infos[i];
assert(node_info.weight > 0.0);
node_info.weight = log(double(node_info.weight) / sum);
}
}
private:
vector<DatElement> static_node_infos_;
size_t total_dict_size_ = 0;
DatTrie dat_;
double freq_sum_;
double user_word_default_weight_;
unordered_set<Rune> user_dict_single_chinese_word_;
};
}

58
libchinese-segmentation/cppjieba/FullSegment.hpp
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#pragma once
#include <algorithm>
#include <set>
#include <cassert>
#include "limonp/Logging.hpp"
#include "DictTrie.hpp"
#include "SegmentBase.hpp"
#include "Unicode.hpp"
namespace cppjieba {
class FullSegment: public SegmentBase {
public:
FullSegment(const DictTrie* dictTrie)
: dictTrie_(dictTrie) {
assert(dictTrie_);
}
~FullSegment() { }
virtual void Cut(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end,
vector<WordRange>& res, bool, size_t) const override {
assert(dictTrie_);
vector<struct DatDag> dags;
dictTrie_->Find(begin, end, dags);
size_t max_word_end_pos = 0;
for (size_t i = 0; i < dags.size(); i++) {
for (const auto & kv : dags[i].nexts) {
const size_t nextoffset = kv.first - 1;
assert(nextoffset < dags.size());
const auto wordLen = nextoffset - i + 1;
const bool is_not_covered_single_word = ((dags[i].nexts.size() == 1) && (max_word_end_pos <= i));
const bool is_oov = (nullptr == kv.second); //Out-of-Vocabulary
if ((is_not_covered_single_word) || ((not is_oov) && (wordLen >= 2))) {
WordRange wr(begin + i, begin + nextoffset);
res.push_back(wr);
}
max_word_end_pos = max(max_word_end_pos, nextoffset + 1);
}
}
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t) const override {
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t) const override {
}
private:
const DictTrie* dictTrie_;
};
}

140
libchinese-segmentation/cppjieba/HMMModel.hpp
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#pragma once
#include "limonp/StringUtil.hpp"
namespace cppjieba {
using namespace limonp;
typedef unordered_map<Rune, double> EmitProbMap;
struct HMMModel {
/*
* STATUS:
* 0: HMMModel::B, 1: HMMModel::E, 2: HMMModel::M, 3:HMMModel::S
* */
enum {B = 0, E = 1, M = 2, S = 3, STATUS_SUM = 4};
HMMModel(const string& modelPath) {
memset(startProb, 0, sizeof(startProb));
memset(transProb, 0, sizeof(transProb));
statMap[0] = 'B';
statMap[1] = 'E';
statMap[2] = 'M';
statMap[3] = 'S';
emitProbVec.push_back(&emitProbB);
emitProbVec.push_back(&emitProbE);
emitProbVec.push_back(&emitProbM);
emitProbVec.push_back(&emitProbS);
LoadModel(modelPath);
}
~HMMModel() {
}
void LoadModel(const string& filePath) {
ifstream ifile(filePath.c_str());
XCHECK(ifile.is_open()) << "open " << filePath << " failed";
string line;
vector<string> tmp;
vector<string> tmp2;
//Load startProb
XCHECK(GetLine(ifile, line));
Split(line, tmp, " ");
XCHECK(tmp.size() == STATUS_SUM);
for (size_t j = 0; j < tmp.size(); j++) {
startProb[j] = atof(tmp[j].c_str());
}
//Load transProb
for (size_t i = 0; i < STATUS_SUM; i++) {
XCHECK(GetLine(ifile, line));
Split(line, tmp, " ");
XCHECK(tmp.size() == STATUS_SUM);
for (size_t j = 0; j < tmp.size(); j++) {
transProb[i][j] = atof(tmp[j].c_str());
}
}
//Load emitProbB
XCHECK(GetLine(ifile, line));
XCHECK(LoadEmitProb(line, emitProbB));
//Load emitProbE
XCHECK(GetLine(ifile, line));
XCHECK(LoadEmitProb(line, emitProbE));
//Load emitProbM
XCHECK(GetLine(ifile, line));
XCHECK(LoadEmitProb(line, emitProbM));
//Load emitProbS
XCHECK(GetLine(ifile, line));
XCHECK(LoadEmitProb(line, emitProbS));
}
double GetEmitProb(const EmitProbMap* ptMp, Rune key,
double defVal)const {
EmitProbMap::const_iterator cit = ptMp->find(key);
if (cit == ptMp->end()) {
return defVal;
}
return cit->second;
}
bool GetLine(ifstream& ifile, string& line) {
while (getline(ifile, line)) {
Trim(line);
if (line.empty()) {
continue;
}
if (StartsWith(line, "#")) {
continue;
}
return true;
}
return false;
}
bool LoadEmitProb(const string& line, EmitProbMap& mp) {
if (line.empty()) {
return false;
}
vector<string> tmp, tmp2;
RuneArray unicode;
Split(line, tmp, ",");
for (size_t i = 0; i < tmp.size(); i++) {
Split(tmp[i], tmp2, ":");
if (2 != tmp2.size()) {
XLOG(ERROR) << "emitProb illegal.";
return false;
}
if (!DecodeRunesInString(tmp2[0], unicode) || unicode.size() != 1) {
XLOG(ERROR) << "TransCode failed.";
return false;
}
mp[unicode[0]] = atof(tmp2[1].c_str());
}
return true;
}
char statMap[STATUS_SUM];
double startProb[STATUS_SUM];
double transProb[STATUS_SUM][STATUS_SUM];
EmitProbMap emitProbB;
EmitProbMap emitProbE;
EmitProbMap emitProbM;
EmitProbMap emitProbS;
vector<EmitProbMap* > emitProbVec;
}; // struct HMMModel
} // namespace cppjieba

195
libchinese-segmentation/cppjieba/HMMSegment.hpp
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#pragma once
#include <iostream>
#include <fstream>
#include <memory.h>
#include <cassert>
#include "HMMModel.hpp"
#include "SegmentBase.hpp"
namespace cppjieba {
class HMMSegment: public SegmentBase {
public:
HMMSegment(const HMMModel* model)
: model_(model) {
}
~HMMSegment() { }
virtual void Cut(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res, bool,
size_t) const override {
RuneStrArray::const_iterator left = begin;
RuneStrArray::const_iterator right = begin;
while (right != end) {
if (right->rune < 0x80) { //asc码
if (left != right) {
InternalCut(left, right, res);
}
left = right;
do {
right = SequentialLetterRule(left, end);//非英文字符则返回left，否则返回left后非英文字母的位置
if (right != left) {
break;
}
right = NumbersRule(left, end);//非数字则返回left，否则返回left后非数字的位置
if (right != left) {
break;
}
right ++;
} while (false);
WordRange wr(left, right - 1);
res.push_back(wr);
left = right;
} else {
right++;
}
}
if (left != right) {
InternalCut(left, right, res);
}
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t) const override {
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t) const override {
}
private:
// sequential letters rule
RuneStrArray::const_iterator SequentialLetterRule(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end) const {
Rune x = begin->rune;
if (('a' <= x && x <= 'z') || ('A' <= x && x <= 'Z')) {
begin ++;
} else {
return begin;
}
while (begin != end) {
x = begin->rune;
if (('a' <= x && x <= 'z') || ('A' <= x && x <= 'Z') || ('0' <= x && x <= '9')) {
begin ++;
} else {
break;
}
}
return begin;
}
//
RuneStrArray::const_iterator NumbersRule(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end) const {
Rune x = begin->rune;
if ('0' <= x && x <= '9') {
begin ++;
} else {
return begin;
}
while (begin != end) {
x = begin->rune;
if (('0' <= x && x <= '9') || x == '.') {
begin++;
} else {
break;
}
}
return begin;
}
void InternalCut(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res) const {
vector<size_t> status;
Viterbi(begin, end, status);
RuneStrArray::const_iterator left = begin;
RuneStrArray::const_iterator right;
for (size_t i = 0; i < status.size(); i++) {
if (status[i] % 2) { //if (HMMModel::E == status[i] || HMMModel::S == status[i])
right = begin + i + 1;
WordRange wr(left, right - 1);
res.push_back(wr);
left = right;
}
}
}
void Viterbi(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end,
vector<size_t>& status) const {
size_t Y = HMMModel::STATUS_SUM;
size_t X = end - begin;
size_t XYSize = X * Y;
size_t now, old, stat;
double tmp, endE, endS;
//vector<int> path(XYSize);
//vector<double> weight(XYSize);
int path[XYSize];
double weight[XYSize];
//start
for (size_t y = 0; y < Y; y++) {
weight[0 + y * X] = model_->startProb[y] + model_->GetEmitProb(model_->emitProbVec[y], begin->rune, MIN_DOUBLE);
path[0 + y * X] = -1;
}
double emitProb;
for (size_t x = 1; x < X; x++) {
for (size_t y = 0; y < Y; y++) {
now = x + y * X;
weight[now] = MIN_DOUBLE;
path[now] = HMMModel::E; // warning
emitProb = model_->GetEmitProb(model_->emitProbVec[y], (begin + x)->rune, MIN_DOUBLE);
for (size_t preY = 0; preY < Y; preY++) {
old = x - 1 + preY * X;
tmp = weight[old] + model_->transProb[preY][y] + emitProb;
if (tmp > weight[now]) {
weight[now] = tmp;
path[now] = preY;
}
}
}
}
endE = weight[X - 1 + HMMModel::E * X];
endS = weight[X - 1 + HMMModel::S * X];
stat = 0;
if (endE >= endS) {
stat = HMMModel::E;
} else {
stat = HMMModel::S;
}
status.resize(X);
for (int x = X - 1 ; x >= 0; x--) {
status[x] = stat;
stat = path[x + stat * X];
}
}
const HMMModel* model_;
}; // class HMMSegment
} // namespace cppjieba

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libchinese-segmentation/cppjieba/IdfTrie.hpp
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#pragma once
#include <iostream>
#include <fstream>
#include <map>
#include <string>
#include <cstring>
#include <cstdlib>
#include <stdint.h>
#include <cmath>
#include <limits>
#include "limonp/StringUtil.hpp"
#include "limonp/Logging.hpp"
#include "Unicode.hpp"
#include "DatTrie.hpp"
#include <QDebug>
namespace cppjieba {
using namespace limonp;
const size_t IDF_COLUMN_NUM = 2;
class IdfTrie {
public:
enum UserWordWeightOption {
WordWeightMin,
WordWeightMedian,
WordWeightMax,
}; // enum UserWordWeightOption
IdfTrie(const string& dict_path, const string & dat_cache_path = "",
UserWordWeightOption user_word_weight_opt = WordWeightMedian) {
Init(dict_path, dat_cache_path, user_word_weight_opt);
}
~IdfTrie() {}
double Find(const string & word, std::size_t length = 0, std::size_t node_pos = 0) const {
return dat_.Find(word, length, node_pos);
}
size_t GetTotalDictSize() const {
return total_dict_size_;
}
private:
void Init(const string& dict_path, string dat_cache_path,
UserWordWeightOption user_word_weight_opt) {
size_t file_size_sum = 0;
const string md5 = CalcFileListMD5(dict_path, file_size_sum);
total_dict_size_ = file_size_sum;
if (dat_cache_path.empty()) {
//未指定词库数据文件存储位置的默认存储在tmp目录下--jxx20200519
dat_cache_path = /*dict_path*/"/tmp/" + md5 + "." + to_string(user_word_weight_opt) + ".dat_cache";
}
QString path = QString::fromStdString(dat_cache_path);
qDebug() << "#########Idf path:" << path;
if (dat_.InitIdfAttachDat(dat_cache_path, md5)) {
return;
}
LoadDefaultIdf(dict_path);
double idf_sum_ = CalcIdfSum(static_node_infos_);
assert(static_node_infos_.size());
idfAverage_ = idf_sum_ / static_node_infos_.size();
assert(idfAverage_ > 0.0);
double min_weight = 0;
dat_.SetMinWeight(min_weight);
const auto build_ret = dat_.InitBuildDat(static_node_infos_, dat_cache_path, md5);
assert(build_ret);
vector<IdfElement>().swap(static_node_infos_);
}
void LoadDefaultIdf(const string& filePath) {
ifstream ifs(filePath.c_str());
if(not ifs.is_open()){
return ;
}
XCHECK(ifs.is_open()) << "open " << filePath << " failed.";
string line;
vector<string> buf;
size_t lineno = 0;
for (; getline(ifs, line); lineno++) {
if (line.empty()) {
XLOG(ERROR) << "lineno: " << lineno << " empty. skipped.";
continue;
}
Split(line, buf, " ");
XCHECK(buf.size() == IDF_COLUMN_NUM) << "split result illegal, line:" << line;
IdfElement node_info;
node_info.word = buf[0];
node_info.idf = atof(buf[1].c_str());
static_node_infos_.push_back(node_info);
}
}
double CalcIdfSum(const vector<IdfElement>& node_infos) const {
double sum = 0.0;
for (size_t i = 0; i < node_infos.size(); i++) {
sum += node_infos[i].idf;
}
return sum;
}
public:
double idfAverage_;
private:
vector<IdfElement> static_node_infos_;
size_t total_dict_size_ = 0;
DatTrie dat_;
};
}

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libchinese-segmentation/cppjieba/Jieba.hpp
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#pragma once
#include <memory>
#include "QuerySegment.hpp"
#include "KeywordExtractor.hpp"
namespace cppjieba {
class Jieba {
public:
Jieba(const string& dict_path,
const string& model_path,
const string& user_dict_path,
const string& idfPath = "",
const string& stopWordPath = "",
const string& dat_cache_path = "")
: dict_trie_(dict_path, user_dict_path, dat_cache_path),
model_(model_path),
mp_seg_(&dict_trie_),
hmm_seg_(&model_),
mix_seg_(&dict_trie_, &model_, stopWordPath),
full_seg_(&dict_trie_),
query_seg_(&dict_trie_, &model_, stopWordPath),
extractor(&dict_trie_, &model_, idfPath, dat_cache_path,stopWordPath){ }
~Jieba() { }
void Cut(const string& sentence, vector<string>& words, bool hmm = true) const {
mix_seg_.CutToStr(sentence, words, hmm);
}
void Cut(const string& sentence, vector<Word>& words, bool hmm = true) const {
mix_seg_.CutToWord(sentence, words, hmm);
}
void CutAll(const string& sentence, vector<string>& words) const {
full_seg_.CutToStr(sentence, words);
}
void CutAll(const string& sentence, vector<Word>& words) const {
full_seg_.CutToWord(sentence, words);
}
void CutForSearch(const string& sentence, vector<string>& words, bool hmm = true) const {
query_seg_.CutToStr(sentence, words, hmm);
}
void CutForSearch(const string& sentence, vector<Word>& words, bool hmm = true) const {
query_seg_.CutToWord(sentence, words, hmm);
}
void CutHMM(const string& sentence, vector<string>& words) const {
hmm_seg_.CutToStr(sentence, words);
}
void CutHMM(const string& sentence, vector<Word>& words) const {
hmm_seg_.CutToWord(sentence, words);
}
void CutSmall(const string& sentence, vector<string>& words, size_t max_word_len) const {
mp_seg_.CutToStr(sentence, words, false, max_word_len);
}
void CutSmall(const string& sentence, vector<Word>& words, size_t max_word_len) const {
mp_seg_.CutToWord(sentence, words, false, max_word_len);
}
void Tag(const string& sentence, vector<pair<string, string> >& words) const {
mix_seg_.Tag(sentence, words);
}
string LookupTag(const string &str) const {
return mix_seg_.LookupTag(str);
}
bool Find(const string& word) {
return nullptr != dict_trie_.Find(word);
}
void ResetSeparators(const string& s) {
//TODO
mp_seg_.ResetSeparators(s);
hmm_seg_.ResetSeparators(s);
mix_seg_.ResetSeparators(s);
full_seg_.ResetSeparators(s);
query_seg_.ResetSeparators(s);
}
const DictTrie* GetDictTrie() const {
return &dict_trie_;
}
const HMMModel* GetHMMModel() const {
return &model_;
}
private:
DictTrie dict_trie_;
HMMModel model_;
// They share the same dict trie and model
MPSegment mp_seg_;
HMMSegment hmm_seg_;
MixSegment mix_seg_;
FullSegment full_seg_;
QuerySegment query_seg_;
public:
KeywordExtractor extractor;
}; // class Jieba
} // namespace cppjieba

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libchinese-segmentation/cppjieba/KeywordExtractor.hpp
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#pragma once
#include <cmath>
#include "MixSegment.hpp"
#include "IdfTrie.hpp"
namespace cppjieba {
using namespace limonp;
using namespace std;
/*utf8*/
class KeywordExtractor {
public:
KeywordExtractor(const DictTrie* dictTrie,
const HMMModel* model,
const string& idfPath,
const string& dat_cache_path,
const string& stopWordPath)
: segment_(dictTrie, model, stopWordPath),
idf_trie_(idfPath,dat_cache_path){
}
~KeywordExtractor() {
}
void Extract(const string& sentence, vector<string>& keywords, size_t topN) const {
vector<KeyWord> topWords;
Extract(sentence, topWords, topN);
for (size_t i = 0; i < topWords.size(); i++) {
keywords.push_back(topWords[i].word);
}
}
void Extract(const string& sentence, vector<pair<string, double> >& keywords, size_t topN) const {
vector<KeyWord> topWords;
Extract(sentence, topWords, topN);
for (size_t i = 0; i < topWords.size(); i++) {
keywords.push_back(pair<string, double>(topWords[i].word, topWords[i].weight));
}
}
void Extract(const string& sentence, vector<KeyWord>& keywords, size_t topN) const {
unordered_map<string, KeyWord> wordmap;//插入字符串与Word的map，相同string统计词频叠加权重
PreFilter pre_filter(symbols_, sentence);
RuneStrArray::const_iterator null_p;
WordRange range(null_p, null_p);
bool isNull(false);
while (pre_filter.Next(range, isNull)) {
if (isNull) {
continue;
}
segment_.CutToStr(sentence, range, wordmap);
}
keywords.clear();
keywords.reserve(wordmap.size());
for (unordered_map<string, KeyWord>::iterator itr = wordmap.begin(); itr != wordmap.end(); ++itr) {
double idf = idf_trie_.Find(itr->first);
if (-1 != idf) {//IDF词典查找
itr->second.weight *= idf;
} else {
itr->second.weight *= idf_trie_.idfAverage_;
}
itr->second.word = itr->first;
keywords.push_back(itr->second);
}
topN = min(topN, keywords.size());
partial_sort(keywords.begin(), keywords.begin() + topN, keywords.end(), Compare);
keywords.resize(topN);
}
private:
static bool Compare(const KeyWord& lhs, const KeyWord& rhs) {
return lhs.weight > rhs.weight;
}
MixSegment segment_;
IdfTrie idf_trie_;
unordered_set<Rune> symbols_;
}; // class KeywordExtractor
inline ostream& operator << (ostream& os, const KeyWord& word) {
return os << "{\"word\": \"" << word.word << "\", \"offset\": " << word.offsets << ", \"weight\": " << word.weight <<
"}";
}
} // namespace cppjieba

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libchinese-segmentation/cppjieba/MPSegment.hpp
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#pragma once
#include <algorithm>
#include <set>
#include <cassert>
#include "limonp/Logging.hpp"
#include "DictTrie.hpp"
#include "SegmentTagged.hpp"
#include "PosTagger.hpp"
namespace cppjieba {
class MPSegment: public SegmentTagged {
public:
MPSegment(const DictTrie* dictTrie)
: dictTrie_(dictTrie) {
assert(dictTrie_);
}
~MPSegment() { }
virtual void Cut(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator end,
vector<WordRange>& words,
bool, size_t max_word_len) const override {
// vector<DatDag> dags;
// dictTrie_->Find(begin, end, dags, max_word_len);//依据DAG词典生成DAG--jxx
// CalcDP(dags);//动态规划（Dynamic Programming，DP），根据DAG计算最优动态规划路径--jxx
// CutByDag(begin, end, dags, words);//依据DAG最优路径分词--jxx
dictTrie_->Find(begin, end, words, max_word_len);
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t) const override {
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t) const override {
}
const DictTrie* GetDictTrie() const override {
return dictTrie_;
}
bool Tag(const string& src, vector<pair<string, string> >& res) const override {
return tagger_.Tag(src, res, *this);
}
bool IsUserDictSingleChineseWord(const Rune& value) const {
return dictTrie_->IsUserDictSingleChineseWord(value);
}
private:
/*
void CalcDP(vector<DatDag>& dags) const {
double val(0);
for (auto rit = dags.rbegin(); rit != dags.rend(); rit++) {
rit->max_next = -1;
rit->max_weight = MIN_DOUBLE;
for (const auto & it : rit->nexts) {
const auto nextPos = it.first;
val = dictTrie_->GetMinWeight();
if (nullptr != it.second) {
val = it.second->weight;
}
if (nextPos < dags.size()) {
val += dags[nextPos].max_weight;
}
if ((nextPos <= dags.size()) && (val > rit->max_weight)) {
rit->max_weight = val;
rit->max_next = nextPos;
}
}
}
}
*/
/* 倒叙方式重写CalcDP函数，初步测试未发现问题*/
void CalcDP(vector<DatDag>& dags) const {
double val(0);
size_t size = dags.size();
for (size_t i = 0; i < size; i++) {
dags[size - 1 - i].max_next = -1;
dags[size - 1 - i].max_weight = MIN_DOUBLE;
for (const auto & it : dags[size - 1 - i].nexts) {
const auto nextPos = it.first;
val = dictTrie_->GetMinWeight();
if (nullptr != it.second) {
val = it.second->weight;
}
if (nextPos < dags.size()) {
val += dags[nextPos].max_weight;
}
if ((nextPos <= dags.size()) && (val > dags[size - 1 - i].max_weight)) {
dags[size - 1 - i].max_weight = val;
dags[size - 1 - i].max_next = nextPos;
}
}
}
}
void CutByDag(RuneStrArray::const_iterator begin,
RuneStrArray::const_iterator,
const vector<DatDag>& dags,
vector<WordRange>& words) const {
for (size_t i = 0; i < dags.size();) {
const auto next = dags[i].max_next;
assert(next > i);
assert(next <= dags.size());
WordRange wr(begin + i, begin + next - 1);
words.push_back(wr);
i = next;
}
}
const DictTrie* dictTrie_;
PosTagger tagger_;
}; // class MPSegment
} // namespace cppjieba

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libchinese-segmentation/cppjieba/MixSegment.hpp
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#pragma once
#include <cassert>
#include "MPSegment.hpp"
#include "HMMSegment.hpp"
#include "limonp/StringUtil.hpp"
#include "PosTagger.hpp"
namespace cppjieba {
class MixSegment: public SegmentTagged {
public:
MixSegment(const DictTrie* dictTrie,
const HMMModel* model,
const string& stopWordPath)
: mpSeg_(dictTrie), hmmSeg_(model) {
LoadStopWordDict(stopWordPath);
}
~MixSegment() {}
virtual void Cut(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res, bool hmm,
size_t) const override {
if (!hmm) {
mpSeg_.CutRuneArray(begin, end, res);
return;
}
vector<WordRange> words;
assert(end >= begin);
words.reserve(end - begin);
mpSeg_.CutRuneArray(begin, end, words);
vector<WordRange> hmmRes;
hmmRes.reserve(end - begin);
for (size_t i = 0; i < words.size(); i++) {
//if mp Get a word, it's ok, put it into result
if (words[i].left != words[i].right || (words[i].left == words[i].right &&
mpSeg_.IsUserDictSingleChineseWord(words[i].left->rune))) {
res.push_back(words[i]);
continue;
}
// if mp Get a single one and it is not in userdict, collect it in sequence
size_t j = i;
while (j < words.size() && words[j].left == words[j].right &&
!mpSeg_.IsUserDictSingleChineseWord(words[j].left->rune)) {
j++;
}
// Cut the sequence with hmm
assert(j - 1 >= i);
// TODO
hmmSeg_.CutRuneArray(words[i].left, words[j - 1].left + 1, hmmRes);
//put hmm result to result
for (size_t k = 0; k < hmmRes.size(); k++) {
res.push_back(hmmRes[k]);
}
//clear tmp vars
hmmRes.clear();
//let i jump over this piece
i = j - 1;
}
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t) const override {
//目前hmm默认开启，后期如有需要关闭再修改--jxx20210519
// if (!hmm) {
// mpSeg_.CutRuneArray(begin, end, res);
// return;
// }
vector<WordRange> words;
assert(end >= begin);
words.reserve(end - begin);
mpSeg_.CutRuneArray(begin, end, words);
vector<WordRange> hmmRes;
hmmRes.reserve(end - begin);
for (size_t i = 0; i < words.size(); i++) {
//if mp Get a word, it's ok, put it into result
if (words[i].left != words[i].right) {
res.push_back(GetStringFromRunes(s, words[i].left, words[i].right));
continue;
}
if (mpSeg_.IsUserDictSingleChineseWord(words[i].left->rune)
|| i == (words.size() - 1)) {//i++后如果是最后一个字符则直接push_back
res.push_back(GetStringFromRunes(s, words[i].left, words[i].right));
continue;
}
// if mp Get a single one and it is not in userdict, collect it in sequence
size_t j = i + 1; //当前i字符为单独的字符并且不在用户字典里（i字符不是最后一个字符），直接判定j字符
while (j < (words.size() - 1) && words[j].left == words[j].right &&
!mpSeg_.IsUserDictSingleChineseWord(words[j].left->rune)) {
j++;
}
// Cut the sequence with hmm
assert(j - 1 >= i);
// TODO
hmmSeg_.CutRuneArray(words[i].left, words[j - 1].left + 1, hmmRes);
//put hmm result to result
for (size_t k = 0; k < hmmRes.size(); k++) {
res.push_back(GetStringFromRunes(s, hmmRes[k].left, hmmRes[k].right));
}
//clear tmp vars
hmmRes.clear();
//let i jump over this piece
i = j - 1;
}
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t) const override {
vector<WordRange> words;
vector<WordRange> hmmRes;
assert(end >= begin);
if (3 == begin->len or 4 == begin->len) {
words.reserve(end - begin);
mpSeg_.CutRuneArray(begin, end, words);
hmmRes.reserve(words.size());
} else {
hmmRes.reserve(end - begin);
}
if (words.size() != 0) {//存在中文分词结果
for (size_t i = 0; i < words.size(); i++) {
string str = GetStringFromRunes(s, words[i].left, words[i].right);
if (words[i].left != words[i].right) {
if (stopWords_.find(str) != stopWords_.end()) {
continue;
}
res[str].offsets.push_back(words[i].left->offset);
res[str].weight += 1.0;
continue;
}
if (mpSeg_.IsUserDictSingleChineseWord(words[i].left->rune)
|| i == (words.size() - 1)) {//i++后如果是最后一个字符则直接push_back
if (stopWords_.find(str) != stopWords_.end()) {
continue;
}
res[str].offsets.push_back(words[i].left->offset);
res[str].weight += 1.0;
continue;
}
// if mp Get a single one and it is not in userdict, collect it in sequence
size_t j = i + 1; //当前i字符为单独的字符并且不在用户字典里（i字符不是最后一个字符），直接判定j字符
bool isLastWordsSingle(false);
while (j <= (words.size() - 1)
&& words[j].left == words[j].right
&& !mpSeg_.IsUserDictSingleChineseWord(words[j].left->rune)) {
if (j == (words.size() - 1)) {//最后一个分词结果是单字
isLastWordsSingle = true;
break;
}
j++;
}
// Cut the sequence with hmm
assert(j - 1 >= i);
// TODO
if (isLastWordsSingle) {
hmmSeg_.CutRuneArray(words[i].left, words[j].left + 1, hmmRes);
} else {
hmmSeg_.CutRuneArray(words[i].left, words[j].left, hmmRes);
}
//put hmm result to result
for (size_t k = 0; k < hmmRes.size(); k++) {
string hmmStr = GetStringFromRunes(s, hmmRes[k].left, hmmRes[k].right);
if (IsSingleWord(hmmStr) || stopWords_.find(hmmStr) != stopWords_.end()) {
continue;
}
res[hmmStr].offsets.push_back(hmmRes[k].left->offset);
res[hmmStr].weight += 1.0;
}
//clear tmp vars
hmmRes.clear();
//let i jump over this piece
if (isLastWordsSingle) {
break;
}
i = j - 1;
}
} else {//不存在中文分词结果
for (size_t i = 0; i < (size_t)(end - begin); i++) {
string str = s.substr((begin+i)->offset, (begin+i)->len);
res[str].offsets.push_back((begin+i)->offset);
res[str].weight += 1.0;
}
}
}
const DictTrie* GetDictTrie() const override {
return mpSeg_.GetDictTrie();
}
bool Tag(const string& src, vector<pair<string, string> >& res) const override {
return tagger_.Tag(src, res, *this);
}
string LookupTag(const string &str) const {
return tagger_.LookupTag(str, *this);
}
void LoadStopWordDict(const string& filePath) {
ifstream ifs(filePath.c_str());
if(not ifs.is_open()){
return ;
}
XCHECK(ifs.is_open()) << "open " << filePath << " failed";
string line ;
while (getline(ifs, line)) {
stopWords_.insert(line);
}
assert(stopWords_.size());
}
private:
unordered_set<string> stopWords_;
MPSegment mpSeg_;
HMMSegment hmmSeg_;
PosTagger tagger_;
}; // class MixSegment
} // namespace cppjieba

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libchinese-segmentation/cppjieba/PinYinTrie.hpp
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#pragma once
#include <iostream>
#include <fstream>
#include <map>
#include <string>
#include <cstring>
#include <cstdlib>
#include <stdint.h>
#include <cmath>
#include <limits>
#include "limonp/StringUtil.hpp"
#include "limonp/Logging.hpp"
#include "Unicode.hpp"
#include "DatTrie.hpp"
#include <QDebug>
namespace cppjieba {
using namespace limonp;
const size_t PINYIN_COLUMN_NUM = 2;
class PinYinTrie {
public:
enum UserWordWeightOption {
WordWeightMin,
WordWeightMedian,
WordWeightMax,
}; // enum UserWordWeightOption
PinYinTrie(const string& dict_path, const string & dat_cache_path = "",
UserWordWeightOption user_word_weight_opt = WordWeightMedian) {
Init(dict_path, dat_cache_path, user_word_weight_opt);
}
~PinYinTrie() {}
int getMultiTonResults(string word, QStringList &results) {
if (qmap_chinese2pinyin.contains(QString::fromStdString(word))) {
for (auto i:qmap_chinese2pinyin[QString::fromStdString(word)])
results.push_back(i);
return 0;
}
return -1;
}
int getSingleTonResult(string word, QString &result) {
const PinYinMemElem * tmp = dat_.PinYinFind(word);
if (tmp) {
result = QString::fromStdString(tmp->GetTag());
return 0;
}
return -1;
}
bool contains(string &word) {
if (qmap_chinese2pinyin.contains(QString::fromStdString(word))
or !dat_.PinYinFind(word))
return true;
// if (map_chinese2pinyin.contains(word)
// or !dat_.PinYinFind(word))
// return true;
return false;
}
bool isMultiTone(const string &word) {
if (qmap_chinese2pinyin.contains(QString::fromStdString(word)))
return true;
// if (map_chinese2pinyin.contains(word))
// return true;
return false;
}
size_t GetTotalDictSize() const {
return total_dict_size_;
}
private:
void Init(const string& dict_path, string dat_cache_path,
UserWordWeightOption user_word_weight_opt) {
size_t file_size_sum = 0;
vector<PinYinElement> node_infos;
const string md5 = CalcFileListMD5(dict_path, file_size_sum);
total_dict_size_ = file_size_sum;
if (dat_cache_path.empty()) {
//未指定词库数据文件存储位置的默认存储在tmp目录下--jxx20200519
dat_cache_path = /*dict_path*/"/tmp/" + md5 + "." + to_string(user_word_weight_opt) + ".dat_cache";
}
QString path = QString::fromStdString(dat_cache_path);
qDebug() << "#########PinYin path:" << path << file_size_sum;
if (dat_.InitPinYinAttachDat(dat_cache_path, md5)) {
//多音字仍需遍历文件信息
LoadDefaultPinYin(node_infos, dict_path, true);
return;
}
LoadDefaultPinYin(node_infos, dict_path, false);
double min_weight = 0;
dat_.SetMinWeight(min_weight);
const auto build_ret = dat_.InitBuildDat(node_infos, dat_cache_path, md5);
assert(build_ret);
vector<PinYinElement>().swap(node_infos);
}
void LoadDefaultPinYin(vector<PinYinElement> &node_infos, const string& filePath, bool multiFlag) {
ifstream ifs(filePath.c_str());
if(not ifs.is_open()){
return ;
}
XCHECK(ifs.is_open()) << "open " << filePath << " failed.";
string line;
vector<string> buf;
size_t lineno = 0;
for (; getline(ifs, line); lineno++) {
if (line.empty()) {
XLOG(ERROR) << "lineno: " << lineno << " empty. skipped.";
continue;
}
Split(line, buf, " ");
if (buf.size() == PINYIN_COLUMN_NUM) {
if (multiFlag) {//非多音字
continue;
}
PinYinElement node_info;
node_info.word = buf[1];
node_info.tag = buf[0];
node_infos.push_back(node_info);
} else {//多音字
QString content = QString::fromUtf8(line.c_str());
qmap_chinese2pinyin[content.split(" ").last().trimmed()] = content.split(" ");
qmap_chinese2pinyin[content.split(" ").last().trimmed()].pop_back();
/*
//std map string list
list<string> tmpList;
for(int i = 0; i < buf.size() - 1; ++i){
tmpList.push_back(buf[i]);
}
map[buf[buf.size() - 1]] = tmpList;
*/
}
}
}
private:
QMap<QString, QStringList> qmap_chinese2pinyin;
//map<string, list<string>> map_chinese2pinyin;
size_t total_dict_size_ = 0;
DatTrie dat_;
};
}

83
libchinese-segmentation/cppjieba/PosTagger.hpp
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#pragma once
#include "limonp/StringUtil.hpp"
#include "DictTrie.hpp"
#include "SegmentTagged.hpp"
namespace cppjieba {
using namespace limonp;
static const char* const POS_M = "m";
static const char* const POS_ENG = "eng";
static const char* const POS_X = "x";
class PosTagger {
public:
PosTagger() {
}
~PosTagger() {
}
bool Tag(const string& src, vector<pair<string, string> >& res, const SegmentTagged& segment) const {
vector<string> CutRes;
segment.CutToStr(src, CutRes);
for (vector<string>::iterator itr = CutRes.begin(); itr != CutRes.end(); ++itr) {
res.push_back(make_pair(*itr, LookupTag(*itr, segment)));
}
return !res.empty();
}
string LookupTag(const string &str, const SegmentTagged& segment) const {
const DictTrie * dict = segment.GetDictTrie();
assert(dict != NULL);
const auto tmp = dict->Find(str);
if (tmp == NULL || tmp->GetTag().empty()) {
RuneStrArray runes;
if (!DecodeRunesInString(str, runes)) {
XLOG(ERROR) << "Decode failed.";
return POS_X;
}
return SpecialRule(runes);
} else {
return tmp->GetTag();
}
}
private:
const char* SpecialRule(const RuneStrArray& unicode) const {
size_t m = 0;
size_t eng = 0;
for (size_t i = 0; i < unicode.size() && eng < unicode.size() / 2; i++) {
if (unicode[i].rune < 0x80) {
eng ++;
if ('0' <= unicode[i].rune && unicode[i].rune <= '9') {
m++;
}
}
}
// ascii char is not found
if (eng == 0) {
return POS_X;
}
// all the ascii is number char
if (m == eng) {
return POS_M;
}
// the ascii chars contain english letter
return POS_ENG;
}
}; // class PosTagger
} // namespace cppjieba

126
libchinese-segmentation/cppjieba/PreFilter.hpp
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#pragma once
#include "limonp/Logging.hpp"
#include <unordered_set>
#include "Unicode.hpp"
namespace cppjieba {
class PreFilter {
public:
PreFilter(const std::unordered_set<Rune>& symbols,
const string& sentence)
: symbols_(symbols) {
if (!DecodeRunesInString(sentence, sentence_)) {
XLOG(ERROR) << "decode failed. "<<sentence;
}
cursor_ = sentence_.begin();
}
~PreFilter() {
}
bool HasNext() const {
return cursor_ != sentence_.end();
}
bool Next(WordRange& wordRange) {
if (cursor_ == sentence_.end()) {
return false;
}
wordRange.left = cursor_;
while (cursor_->rune == 0x20 && cursor_ != sentence_.end()) {
cursor_++;
}
if (cursor_ == sentence_.end()) {
wordRange.right = cursor_;
return true;
}
while (++cursor_ != sentence_.end()) {
if (cursor_->rune == 0x20) {
wordRange.right = cursor_;
return true;
}
}
wordRange.right = sentence_.end();
return true;
}
bool Next(WordRange& wordRange, bool& isNull) {
isNull = false;
if (cursor_ == sentence_.end()) {
return false;
}
wordRange.left = cursor_;
if (cursor_->rune == 0x20) {
while (cursor_ != sentence_.end()) {
if (cursor_->rune != 0x20) {
if (wordRange.left == cursor_) {
cursor_ ++;
}
wordRange.right = cursor_;
isNull = true;
return true;
}
cursor_ ++;
}
}
int max_num = 0;
uint32_t utf8_num = cursor_->len;
while (cursor_ != sentence_.end()) {
if (cursor_->rune == 0x20) {
if (wordRange.left == cursor_) {
cursor_ ++;
}
wordRange.right = cursor_;
return true;
}
cursor_ ++;
max_num++;
if (max_num >= 1024 or cursor_->len != utf8_num) { //todo 防止一次性传入过多字节，暂定限制为1024个字
wordRange.right = cursor_;
return true;
}
}
wordRange.right = sentence_.end();
return true;
}
WordRange Next() {
WordRange range(cursor_, cursor_);
while (cursor_ != sentence_.end()) {
//if (IsIn(symbols_, cursor_->rune)) {
if (cursor_->rune == 0x20) {
if (range.left == cursor_) {
cursor_ ++;
}
range.right = cursor_;
return range;
}
cursor_ ++;
}
range.right = sentence_.end();
return range;
}
private:
RuneStrArray::const_iterator cursor_;
RuneStrArray sentence_;
const std::unordered_set<Rune>& symbols_;
}; // class PreFilter
} // namespace cppjieba

83
libchinese-segmentation/cppjieba/QuerySegment.hpp
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#pragma once
#include <algorithm>
#include <set>
#include <cassert>
#include "limonp/Logging.hpp"
#include "DictTrie.hpp"
#include "SegmentBase.hpp"
#include "FullSegment.hpp"
#include "MixSegment.hpp"
#include "Unicode.hpp"
#include "DictTrie.hpp"
namespace cppjieba {
class QuerySegment: public SegmentBase {
public:
QuerySegment(const DictTrie* dictTrie,
const HMMModel* model,
const string& stopWordPath)
: mixSeg_(dictTrie, model, stopWordPath), trie_(dictTrie) {
}
~QuerySegment() {
}
virtual void Cut(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res, bool hmm,
size_t) const override {
//use mix Cut first
vector<WordRange> mixRes;
mixSeg_.CutRuneArray(begin, end, mixRes, hmm);
vector<WordRange> fullRes;
for (vector<WordRange>::const_iterator mixResItr = mixRes.begin(); mixResItr != mixRes.end(); mixResItr++) {
if (mixResItr->Length() > 2) {
for (size_t i = 0; i + 1 < mixResItr->Length(); i++) {
string text = EncodeRunesToString(mixResItr->left + i, mixResItr->left + i + 2);
if (trie_->Find(text) != NULL) {
WordRange wr(mixResItr->left + i, mixResItr->left + i + 1);
res.push_back(wr);
}
}
}
if (mixResItr->Length() > 3) {
for (size_t i = 0; i + 2 < mixResItr->Length(); i++) {
string text = EncodeRunesToString(mixResItr->left + i, mixResItr->left + i + 3);
if (trie_->Find(text) != NULL) {
WordRange wr(mixResItr->left + i, mixResItr->left + i + 2);
res.push_back(wr);
}
}
}
res.push_back(*mixResItr);
}
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t) const override {
}
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t) const override {
}
private:
bool IsAllAscii(const RuneArray& s) const {
for (size_t i = 0; i < s.size(); i++) {
if (s[i] >= 0x80) {
return false;
}
}
return true;
}
MixSegment mixSeg_;
const DictTrie* trie_;
}; // QuerySegment
} // namespace cppjieba

94
libchinese-segmentation/cppjieba/SegmentBase.hpp
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#pragma once
#include "limonp/Logging.hpp"
#include "PreFilter.hpp"
#include <cassert>
namespace cppjieba {
const char* const SPECIAL_SEPARATORS = " \t\n\xEF\xBC\x8C\xE3\x80\x82";
using namespace limonp;
class SegmentBase {
public:
SegmentBase() {
XCHECK(ResetSeparators(SPECIAL_SEPARATORS));
}
virtual ~SegmentBase() { }
virtual void Cut(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res, bool hmm,
size_t max_word_len) const = 0;
//添加基于sentence的cut方法，减少中间变量的存储与格式转换--jxx20210517
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<string>& res, bool hmm,
size_t max_word_len) const = 0;
virtual void CutWithSentence(const string& s, RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, unordered_map<string, KeyWord>& res, bool hmm,
size_t max_word_len) const = 0;
//重写CutToStr函数，简化获取vector<string>& words的流程，降低内存占用--jxx20210517
void CutToStr(const string& sentence, vector<string>& words, bool hmm = true,
size_t max_word_len = MAX_WORD_LENGTH) const {
PreFilter pre_filter(symbols_, sentence);
words.clear();
words.reserve(sentence.size() / 2);//todo 参考源码，参数待定
RuneStrArray::const_iterator null_p;
WordRange range(null_p, null_p);
while (pre_filter.Next(range)) {
CutWithSentence(sentence, range.left, range.right, words, hmm, max_word_len);
}
}
void CutToStr(const string& sentence, WordRange range, vector<string>& words, bool hmm = true,
size_t max_word_len = MAX_WORD_LENGTH) const {
CutWithSentence(sentence, range.left, range.right, words, hmm, max_word_len);
}
void CutToStr(const string& sentence, WordRange range, unordered_map<string, KeyWord>& words, bool hmm = true,
size_t max_word_len = MAX_WORD_LENGTH) const {
CutWithSentence(sentence, range.left, range.right, words, hmm, max_word_len);
}
void CutToWord(const string& sentence, vector<Word>& words, bool hmm = true,
size_t max_word_len = MAX_WORD_LENGTH) const {
PreFilter pre_filter(symbols_, sentence);
vector<WordRange> wrs;
wrs.reserve(sentence.size() / 2);
while (pre_filter.HasNext()) {
auto range = pre_filter.Next();
Cut(range.left, range.right, wrs, hmm, max_word_len);
}
words.clear();
words.reserve(wrs.size());
GetWordsFromWordRanges(sentence, wrs, words);
wrs.clear();
vector<WordRange>().swap(wrs);
}
void CutRuneArray(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, vector<WordRange>& res,
bool hmm = true, size_t max_word_len = MAX_WORD_LENGTH) const {
Cut(begin, end, res, hmm, max_word_len);
}
bool ResetSeparators(const string& s) {
symbols_.clear();
RuneStrArray runes;
if (!DecodeRunesInString(s, runes)) {
XLOG(ERROR) << "decode " << s << " failed";
return false;
}
for (size_t i = 0; i < runes.size(); i++) {
if (!symbols_.insert(runes[i].rune).second) {
XLOG(ERROR) << s.substr(runes[i].offset, runes[i].len) << " already exists";
return false;
}
}
return true;
}
protected:
unordered_set<Rune> symbols_;
}; // class SegmentBase
} // cppjieba

21
libchinese-segmentation/cppjieba/SegmentTagged.hpp
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#pragma once
#include "SegmentBase.hpp"
namespace cppjieba {
class SegmentTagged : public SegmentBase {
public:
SegmentTagged() {
}
virtual ~SegmentTagged() {
}
virtual bool Tag(const string& src, vector<pair<string, string> >& res) const = 0;
virtual const DictTrie* GetDictTrie() const = 0;
}; // class SegmentTagged
} // cppjieba

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libchinese-segmentation/cppjieba/TextRankExtractor.hpp
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#include <cmath>
#include "Jieba.hpp"
namespace cppjieba {
using namespace limonp;
using namespace std;
class TextRankExtractor {
public:
typedef struct _Word {
string word;
vector<size_t> offsets;
double weight;
} Word; // struct Word
private:
typedef std::map<string, Word> WordMap;
class WordGraph {
private:
typedef double Score;
typedef string Node;
typedef std::set<Node> NodeSet;
typedef std::map<Node, double> Edges;
typedef std::map<Node, Edges> Graph;
//typedef std::unordered_map<Node,double> Edges;
//typedef std::unordered_map<Node,Edges> Graph;
double d;
Graph graph;
NodeSet nodeSet;
public:
WordGraph(): d(0.85) {};
WordGraph(double in_d): d(in_d) {};
void addEdge(Node start, Node end, double weight) {
Edges temp;
Edges::iterator gotEdges;
nodeSet.insert(start);
nodeSet.insert(end);
graph[start][end] += weight;
graph[end][start] += weight;
}
void rank(WordMap &ws, size_t rankTime = 10) {
WordMap outSum;
Score wsdef, min_rank, max_rank;
if (graph.size() == 0) {
return;
}
wsdef = 1.0 / graph.size();
for (Graph::iterator edges = graph.begin(); edges != graph.end(); ++edges) {
// edges->first start节点；edge->first end节点；edge->second 权重
ws[edges->first].word = edges->first;
ws[edges->first].weight = wsdef;
outSum[edges->first].weight = 0;
for (Edges::iterator edge = edges->second.begin(); edge != edges->second.end(); ++edge) {
outSum[edges->first].weight += edge->second;
}
}
//sort(nodeSet.begin(),nodeSet.end()); 是否需要排序?
for (size_t i = 0; i < rankTime; i++) {
for (NodeSet::iterator node = nodeSet.begin(); node != nodeSet.end(); node++) {
double s = 0;
for (Edges::iterator edge = graph[*node].begin(); edge != graph[*node].end(); edge++)
// edge->first end节点；edge->second 权重
{
s += edge->second / outSum[edge->first].weight * ws[edge->first].weight;
}
ws[*node].weight = (1 - d) + d * s;
}
}
min_rank = max_rank = ws.begin()->second.weight;
for (WordMap::iterator i = ws.begin(); i != ws.end(); i ++) {
if (i->second.weight < min_rank) {
min_rank = i->second.weight;
}
if (i->second.weight > max_rank) {
max_rank = i->second.weight;
}
}
for (WordMap::iterator i = ws.begin(); i != ws.end(); i ++) {
ws[i->first].weight = (i->second.weight - min_rank / 10.0) / (max_rank - min_rank / 10.0);
}
}
};
public:
TextRankExtractor(const DictTrie* dictTrie,
const HMMModel* model,
const string& stopWordPath)
: segment_(dictTrie, model) {
LoadStopWordDict(stopWordPath);
}
TextRankExtractor(const Jieba& jieba, const string& stopWordPath) : segment_(jieba.GetDictTrie(), jieba.GetHMMModel()) {
LoadStopWordDict(stopWordPath);
}
~TextRankExtractor() {
}
void Extract(const string& sentence, vector<string>& keywords, size_t topN) const {
vector<Word> topWords;
Extract(sentence, topWords, topN);
for (size_t i = 0; i < topWords.size(); i++) {
keywords.push_back(topWords[i].word);
}
}
void Extract(const string& sentence, vector<pair<string, double> >& keywords, size_t topN) const {
vector<Word> topWords;
Extract(sentence, topWords, topN);
for (size_t i = 0; i < topWords.size(); i++) {
keywords.push_back(pair<string, double>(topWords[i].word, topWords[i].weight));
}
}
void Extract(const string& sentence, vector<Word>& keywords, size_t topN, size_t span = 5, size_t rankTime = 10) const {
vector<string> words;
segment_.CutToStr(sentence, words);
TextRankExtractor::WordGraph graph;
WordMap wordmap;
size_t offset = 0;
for (size_t i = 0; i < words.size(); i++) {
size_t t = offset;
offset += words[i].size();
if (IsSingleWord(words[i]) || stopWords_.find(words[i]) != stopWords_.end()) {
continue;
}
for (size_t j = i + 1, skip = 0; j < i + span + skip && j < words.size(); j++) {
if (IsSingleWord(words[j]) || stopWords_.find(words[j]) != stopWords_.end()) {
skip++;
continue;
}
graph.addEdge(words[i], words[j], 1);
}
wordmap[words[i]].offsets.push_back(t);
}
if (offset != sentence.size()) {
XLOG(ERROR) << "words illegal";
return;
}
graph.rank(wordmap, rankTime);
keywords.clear();
keywords.reserve(wordmap.size());
for (WordMap::iterator itr = wordmap.begin(); itr != wordmap.end(); ++itr) {
keywords.push_back(itr->second);
}
topN = min(topN, keywords.size());
partial_sort(keywords.begin(), keywords.begin() + topN, keywords.end(), Compare);
keywords.resize(topN);
}
private:
void LoadStopWordDict(const string& filePath) {
ifstream ifs(filePath.c_str());
XCHECK(ifs.is_open()) << "open " << filePath << " failed";
string line ;
while (getline(ifs, line)) {
stopWords_.insert(line);
}
assert(stopWords_.size());
}
static bool Compare(const Word &x, const Word &y) {
return x.weight > y.weight;
}
MixSegment segment_;
unordered_set<string> stopWords_;
}; // class TextRankExtractor
inline ostream& operator << (ostream& os, const TextRankExtractor::Word& word) {
return os << "{\"word\": \"" << word.word << "\", \"offset\": " << word.offsets << ", \"weight\": " << word.weight <<
"}";
}
} // namespace cppjieba

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libchinese-segmentation/cppjieba/Unicode.hpp
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#pragma once
#include <stdint.h>
#include <stdlib.h>
#include <string>
#include <vector>
#include <ostream>
#include "limonp/LocalVector.hpp"
#include "limonp/StringUtil.hpp"
#include "common-struct.h"
namespace cppjieba {
using std::string;
using std::vector;
typedef uint32_t Rune;
//struct KeyWord {
// string word;
// vector<size_t> offsets;
// double weight;
//}; // struct Word
//struct Word {
// string word;
// uint32_t offset;
// uint32_t unicode_offset;
// uint32_t unicode_length;
// Word(const string& w, uint32_t o)
// : word(w), offset(o) {
// }
// Word(const string& w, uint32_t o, uint32_t unicode_offset, uint32_t unicode_length)
// : word(w), offset(o), unicode_offset(unicode_offset), unicode_length(unicode_length) {
// }
//}; // struct Word
inline std::ostream& operator << (std::ostream& os, const Word& w) {
return os << "{\"word\": \"" << w.word << "\", \"offset\": " << w.offset << "}";
}
struct RuneInfo {
Rune rune;
uint32_t offset;
uint32_t len;
uint32_t unicode_offset = 0;
uint32_t unicode_length = 0;
RuneInfo(): rune(0), offset(0), len(0) {
}
RuneInfo(Rune r, uint32_t o, uint32_t l)
: rune(r), offset(o), len(l) {
}
RuneInfo(Rune r, uint32_t o, uint32_t l, uint32_t unicode_offset, uint32_t unicode_length)
: rune(r), offset(o), len(l), unicode_offset(unicode_offset), unicode_length(unicode_length) {
}
}; // struct RuneInfo
inline std::ostream& operator << (std::ostream& os, const RuneInfo& r) {
return os << "{\"rune\": \"" << r.rune << "\", \"offset\": " << r.offset << ", \"len\": " << r.len << "}";
}
typedef limonp::LocalVector<Rune> RuneArray;
typedef limonp::LocalVector<struct RuneInfo> RuneStrArray;
// [left, right]
struct WordRange {
RuneStrArray::const_iterator left;
RuneStrArray::const_iterator right;
WordRange(RuneStrArray::const_iterator l, RuneStrArray::const_iterator r)
: left(l), right(r) {
}
size_t Length() const {
return right - left;
}
bool IsAllAscii() const {
for (RuneStrArray::const_iterator iter = left; iter <= right; ++iter) {
if (iter->rune >= 0x80) {
return false;
}
}
return true;
}
}; // struct WordRange
inline bool DecodeRunesInString(const string& s, RuneArray& arr) {
arr.clear();
return limonp::Utf8ToUnicode32(s, arr);
}
inline RuneArray DecodeRunesInString(const string& s) {
RuneArray result;
DecodeRunesInString(s, result);
return result;
}
//重写DecodeRunesInString函数，将实现放入函数中降低内存占用加快处理流程--jxx20210518
inline bool DecodeRunesInString(const string& s, RuneStrArray& runes) {
uint32_t tmp;
uint32_t offset = 0;
runes.clear();
uint32_t len(0);
for (size_t i = 0; i < s.size();) {
if (!(s.data()[i] & 0x80)) { // 0xxxxxxx
// 7bit, total 7bit
tmp = (uint8_t)(s.data()[i]) & 0x7f;
i++;
len = 1;
} else if ((uint8_t)s.data()[i] <= 0xdf && i + 1 < s.size()) { // 110xxxxxx
// 5bit, total 5bit
tmp = (uint8_t)(s.data()[i]) & 0x1f;
// 6bit, total 11bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+1]) & 0x3f;
i += 2;
len = 2;
} else if((uint8_t)s.data()[i] <= 0xef && i + 2 < s.size()) { // 1110xxxxxx
// 4bit, total 4bit
tmp = (uint8_t)(s.data()[i]) & 0x0f;
// 6bit, total 10bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+1]) & 0x3f;
// 6bit, total 16bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+2]) & 0x3f;
i += 3;
len = 3;
} else if((uint8_t)s.data()[i] <= 0xf7 && i + 3 < s.size()) { // 11110xxxx
// 3bit, total 3bit
tmp = (uint8_t)(s.data()[i]) & 0x07;
// 6bit, total 9bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+1]) & 0x3f;
// 6bit, total 15bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+2]) & 0x3f;
// 6bit, total 21bit
tmp <<= 6;
tmp |= (uint8_t)(s.data()[i+3]) & 0x3f;
i += 4;
len = 4;
} else {
return false;
}
RuneInfo x(tmp, offset, len, i, 1);
runes.push_back(x);
offset += len;
}
return true;
}
class RunePtrWrapper {
public:
const RuneInfo * m_ptr = nullptr;
public:
explicit RunePtrWrapper(const RuneInfo * p) : m_ptr(p) {}
uint32_t operator *() {
return m_ptr->rune;
}
RunePtrWrapper operator ++(int) {
m_ptr ++;
return RunePtrWrapper(m_ptr);
}
bool operator !=(const RunePtrWrapper & b) const {
return this->m_ptr != b.m_ptr;
}
};
inline string EncodeRunesToString(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end) {
string str;
RunePtrWrapper it_begin(begin), it_end(end);
limonp::Unicode32ToUtf8(it_begin, it_end, str);
return str;
}
inline void EncodeRunesToString(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end, string& str) {
RunePtrWrapper it_begin(begin), it_end(end);
limonp::Unicode32ToUtf8(it_begin, it_end, str);
return;
}
class Unicode32Counter {
public :
size_t length = 0;
void clear() {
length = 0;
}
void push_back(uint32_t) {
++length;
}
};
inline size_t Utf8CharNum(const char * str, size_t length) {
Unicode32Counter c;
if (limonp::Utf8ToUnicode32(str, length, c)) {
return c.length;
}
return 0;
}
inline size_t Utf8CharNum(const string & str) {
return Utf8CharNum(str.data(), str.size());
}
inline bool IsSingleWord(const string& str) {
return Utf8CharNum(str) == 1;
}
// [left, right]
inline Word GetWordFromRunes(const string& s, RuneStrArray::const_iterator left, RuneStrArray::const_iterator right) {
assert(right->offset >= left->offset);
uint32_t len = right->offset - left->offset + right->len;
uint32_t unicode_length = right->unicode_offset - left->unicode_offset + right->unicode_length;
return Word(s.substr(left->offset, len), left->offset, left->unicode_offset, unicode_length);
}
inline string GetStringFromRunes(const string& s, RuneStrArray::const_iterator left, RuneStrArray::const_iterator right) {
assert(right->offset >= left->offset);
//uint32_t len = right->offset - left->offset + right->len;
return s.substr(left->offset, right->offset - left->offset + right->len);
}
inline void GetWordsFromWordRanges(const string& s, const vector<WordRange>& wrs, vector<Word>& words) {
for (size_t i = 0; i < wrs.size(); i++) {
words.push_back(GetWordFromRunes(s, wrs[i].left, wrs[i].right));
}
}
inline void GetWordsFromWordRanges(const string& s, const vector<WordRange>& wrs, vector<string>& words) {
for (size_t i = 0; i < wrs.size(); i++) {
words.push_back(GetStringFromRunes(s, wrs[i].left, wrs[i].right));
}
}
inline void GetStringsFromWords(const vector<Word>& words, vector<string>& strs) {
strs.resize(words.size());
for (size_t i = 0; i < words.size(); ++i) {
strs[i] = words[i].word;
}
}
const size_t MAX_WORD_LENGTH = 512;
} // namespace cppjieba

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libchinese-segmentation/cppjieba/cppjieba.pri
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INCLUDEPATH += $$PWD
HEADERS += \
$$PWD/DictTrie.hpp \
$$PWD/IdfTrie.hpp \
$$PWD/PinYinTrie.hpp \
$$PWD/FullSegment.hpp \
$$PWD/HMMModel.hpp \
$$PWD/HMMSegment.hpp \
$$PWD/Jieba.hpp \
$$PWD/KeywordExtractor.hpp \
$$PWD/MPSegment.hpp \
$$PWD/MixSegment.hpp \
$$PWD/PosTagger.hpp \
$$PWD/PreFilter.hpp \
$$PWD/QuerySegment.hpp \
$$PWD/SegmentBase.hpp \
$$PWD/SegmentTagged.hpp \
$$PWD/TextRankExtractor.hpp \
$$PWD/Trie.hpp \
$$PWD/Unicode.hpp
include(limonp/limonp.pri)

1931
libchinese-segmentation/cppjieba/darts.h
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70
libchinese-segmentation/cppjieba/limonp/ArgvContext.hpp
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/************************************
* file enc : ascii
* author : wuyanyi09@gmail.com
************************************/
#ifndef LIMONP_ARGV_FUNCTS_H
#define LIMONP_ARGV_FUNCTS_H
#include <set>
#include <sstream>
#include "StringUtil.hpp"
namespace limonp {
using namespace std;
class ArgvContext {
public :
ArgvContext(int argc, const char* const * argv) {
for(int i = 0; i < argc; i++) {
if(StartsWith(argv[i], "-")) {
if(i + 1 < argc && !StartsWith(argv[i + 1], "-")) {
mpss_[argv[i]] = argv[i+1];
i++;
} else {
sset_.insert(argv[i]);
}
} else {
args_.push_back(argv[i]);
}
}
}
~ArgvContext() {
}
friend ostream& operator << (ostream& os, const ArgvContext& args);
string operator [](size_t i) const {
if(i < args_.size()) {
return args_[i];
}
return "";
}
string operator [](const string& key) const {
map<string, string>::const_iterator it = mpss_.find(key);
if(it != mpss_.end()) {
return it->second;
}
return "";
}
bool HasKey(const string& key) const {
if(mpss_.find(key) != mpss_.end() || sset_.find(key) != sset_.end()) {
return true;
}
return false;
}
private:
vector<string> args_;
map<string, string> mpss_;
set<string> sset_;
}; // class ArgvContext
inline ostream& operator << (ostream& os, const ArgvContext& args) {
return os<<args.args_<<args.mpss_<<args.sset_;
}
} // namespace limonp
#endif

49
libchinese-segmentation/cppjieba/limonp/BlockingQueue.hpp
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#ifndef LIMONP_BLOCKINGQUEUE_HPP
#define LIMONP_BLOCKINGQUEUE_HPP
#include <queue>
#include "Condition.hpp"
namespace limonp {
template<class T>
class BlockingQueue: NonCopyable {
public:
BlockingQueue()
: mutex_(), notEmpty_(mutex_), queue_() {
}
void Push(const T& x) {
MutexLockGuard lock(mutex_);
queue_.push(x);
notEmpty_.Notify(); // Wait morphing saves us
}
T Pop() {
MutexLockGuard lock(mutex_);
// always use a while-loop, due to spurious wakeup
while (queue_.empty()) {
notEmpty_.Wait();
}
assert(!queue_.empty());
T front(queue_.front());
queue_.pop();
return front;
}
size_t Size() const {
MutexLockGuard lock(mutex_);
return queue_.size();
}
bool Empty() const {
return Size() == 0;
}
private:
mutable MutexLock mutex_;
Condition notEmpty_;
std::queue<T> queue_;
}; // class BlockingQueue
} // namespace limonp
#endif // LIMONP_BLOCKINGQUEUE_HPP

67
libchinese-segmentation/cppjieba/limonp/BoundedBlockingQueue.hpp
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#ifndef LIMONP_BOUNDED_BLOCKING_QUEUE_HPP
#define LIMONP_BOUNDED_BLOCKING_QUEUE_HPP
#include "BoundedQueue.hpp"
namespace limonp {
template<typename T>
class BoundedBlockingQueue : NonCopyable {
public:
explicit BoundedBlockingQueue(size_t maxSize)
: mutex_(),
notEmpty_(mutex_),
notFull_(mutex_),
queue_(maxSize) {
}
void Push(const T& x) {
MutexLockGuard lock(mutex_);
while (queue_.Full()) {
notFull_.Wait();
}
assert(!queue_.Full());
queue_.Push(x);
notEmpty_.Notify();
}
T Pop() {
MutexLockGuard lock(mutex_);
while (queue_.Empty()) {
notEmpty_.Wait();
}
assert(!queue_.Empty());
T res = queue_.Pop();
notFull_.Notify();
return res;
}
bool Empty() const {
MutexLockGuard lock(mutex_);
return queue_.Empty();
}
bool Full() const {
MutexLockGuard lock(mutex_);
return queue_.Full();
}
size_t size() const {
MutexLockGuard lock(mutex_);
return queue_.size();
}
size_t capacity() const {
return queue_.capacity();
}
private:
mutable MutexLock mutex_;
Condition notEmpty_;
Condition notFull_;
BoundedQueue<T> queue_;
}; // class BoundedBlockingQueue
} // namespace limonp
#endif // LIMONP_BOUNDED_BLOCKING_QUEUE_HPP

65
libchinese-segmentation/cppjieba/limonp/BoundedQueue.hpp
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#ifndef LIMONP_BOUNDED_QUEUE_HPP
#define LIMONP_BOUNDED_QUEUE_HPP
#include <vector>
#include <fstream>
#include <cassert>
namespace limonp {
using namespace std;
template<class T>
class BoundedQueue {
public:
explicit BoundedQueue(size_t capacity): capacity_(capacity), circular_buffer_(capacity) {
head_ = 0;
tail_ = 0;
size_ = 0;
assert(capacity_);
}
~BoundedQueue() {
}
void Clear() {
head_ = 0;
tail_ = 0;
size_ = 0;
}
bool Empty() const {
return !size_;
}
bool Full() const {
return capacity_ == size_;
}
size_t Size() const {
return size_;
}
size_t Capacity() const {
return capacity_;
}
void Push(const T& t) {
assert(!Full());
circular_buffer_[tail_] = t;
tail_ = (tail_ + 1) % capacity_;
size_ ++;
}
T Pop() {
assert(!Empty());
size_t oldPos = head_;
head_ = (head_ + 1) % capacity_;
size_ --;
return circular_buffer_[oldPos];
}
private:
size_t head_;
size_t tail_;
size_t size_;
const size_t capacity_;
vector<T> circular_buffer_;
}; // class BoundedQueue
} // namespace limonp
#endif

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libchinese-segmentation/cppjieba/limonp/Closure.hpp
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#ifndef LIMONP_CLOSURE_HPP
#define LIMONP_CLOSURE_HPP
namespace limonp {
class ClosureInterface {
public:
virtual ~ClosureInterface() {
}
virtual void Run() = 0;
};
template <class Funct>
class Closure0: public ClosureInterface {
public:
Closure0(Funct fun) {
fun_ = fun;
}
virtual ~Closure0() {
}
virtual void Run() {
(*fun_)();
}
private:
Funct fun_;
};
template <class Funct, class Arg1>
class Closure1: public ClosureInterface {
public:
Closure1(Funct fun, Arg1 arg1) {
fun_ = fun;
arg1_ = arg1;
}
virtual ~Closure1() {
}
virtual void Run() {
(*fun_)(arg1_);
}
private:
Funct fun_;
Arg1 arg1_;
};
template <class Funct, class Arg1, class Arg2>
class Closure2: public ClosureInterface {
public:
Closure2(Funct fun, Arg1 arg1, Arg2 arg2) {
fun_ = fun;
arg1_ = arg1;
arg2_ = arg2;
}
virtual ~Closure2() {
}
virtual void Run() {
(*fun_)(arg1_, arg2_);
}
private:
Funct fun_;
Arg1 arg1_;
Arg2 arg2_;
};
template <class Funct, class Arg1, class Arg2, class Arg3>
class Closure3: public ClosureInterface {
public:
Closure3(Funct fun, Arg1 arg1, Arg2 arg2, Arg3 arg3) {
fun_ = fun;
arg1_ = arg1;
arg2_ = arg2;
arg3_ = arg3;
}
virtual ~Closure3() {
}
virtual void Run() {
(*fun_)(arg1_, arg2_, arg3_);
}
private:
Funct fun_;
Arg1 arg1_;
Arg2 arg2_;
Arg3 arg3_;
};
template <class Obj, class Funct>
class ObjClosure0: public ClosureInterface {
public:
ObjClosure0(Obj* p, Funct fun) {
p_ = p;
fun_ = fun;
}
virtual ~ObjClosure0() {
}
virtual void Run() {
(p_->*fun_)();
}
private:
Obj* p_;
Funct fun_;
};
template <class Obj, class Funct, class Arg1>
class ObjClosure1: public ClosureInterface {
public:
ObjClosure1(Obj* p, Funct fun, Arg1 arg1) {
p_ = p;
fun_ = fun;
arg1_ = arg1;
}
virtual ~ObjClosure1() {
}
virtual void Run() {
(p_->*fun_)(arg1_);
}
private:
Obj* p_;
Funct fun_;
Arg1 arg1_;
};
template <class Obj, class Funct, class Arg1, class Arg2>
class ObjClosure2: public ClosureInterface {
public:
ObjClosure2(Obj* p, Funct fun, Arg1 arg1, Arg2 arg2) {
p_ = p;
fun_ = fun;
arg1_ = arg1;
arg2_ = arg2;
}
virtual ~ObjClosure2() {
}
virtual void Run() {
(p_->*fun_)(arg1_, arg2_);
}
private:
Obj* p_;
Funct fun_;
Arg1 arg1_;
Arg2 arg2_;
};
template <class Obj, class Funct, class Arg1, class Arg2, class Arg3>
class ObjClosure3: public ClosureInterface {
public:
ObjClosure3(Obj* p, Funct fun, Arg1 arg1, Arg2 arg2, Arg3 arg3) {
p_ = p;
fun_ = fun;
arg1_ = arg1;
arg2_ = arg2;
arg3_ = arg3;
}
virtual ~ObjClosure3() {
}
virtual void Run() {
(p_->*fun_)(arg1_, arg2_, arg3_);
}
private:
Obj* p_;
Funct fun_;
Arg1 arg1_;
Arg2 arg2_;
Arg3 arg3_;
};
template<class R>
ClosureInterface* NewClosure(R (*fun)()) {
return new Closure0<R (*)()>(fun);
}
template<class R, class Arg1>
ClosureInterface* NewClosure(R (*fun)(Arg1), Arg1 arg1) {
return new Closure1<R (*)(Arg1), Arg1>(fun, arg1);
}
template<class R, class Arg1, class Arg2>
ClosureInterface* NewClosure(R (*fun)(Arg1, Arg2), Arg1 arg1, Arg2 arg2) {
return new Closure2<R (*)(Arg1, Arg2), Arg1, Arg2>(fun, arg1, arg2);
}
template<class R, class Arg1, class Arg2, class Arg3>
ClosureInterface* NewClosure(R (*fun)(Arg1, Arg2, Arg3), Arg1 arg1, Arg2 arg2, Arg3 arg3) {
return new Closure3<R (*)(Arg1, Arg2, Arg3), Arg1, Arg2, Arg3>(fun, arg1, arg2, arg3);
}
template<class R, class Obj>
ClosureInterface* NewClosure(Obj* obj, R (Obj::* fun)()) {
return new ObjClosure0<Obj, R (Obj::* )()>(obj, fun);
}
template<class R, class Obj, class Arg1>
ClosureInterface* NewClosure(Obj* obj, R (Obj::* fun)(Arg1), Arg1 arg1) {
return new ObjClosure1<Obj, R (Obj::* )(Arg1), Arg1>(obj, fun, arg1);
}
template<class R, class Obj, class Arg1, class Arg2>
ClosureInterface* NewClosure(Obj* obj, R (Obj::* fun)(Arg1, Arg2), Arg1 arg1, Arg2 arg2) {
return new ObjClosure2<Obj, R (Obj::*)(Arg1, Arg2), Arg1, Arg2>(obj, fun, arg1, arg2);
}
template<class R, class Obj, class Arg1, class Arg2, class Arg3>
ClosureInterface* NewClosure(Obj* obj, R (Obj::* fun)(Arg1, Arg2, Arg3), Arg1 arg1, Arg2 arg2, Arg3 arg3) {
return new ObjClosure3<Obj, R (Obj::*)(Arg1, Arg2, Arg3), Arg1, Arg2, Arg3>(obj, fun, arg1, arg2, arg3);
}
} // namespace limonp
#endif // LIMONP_CLOSURE_HPP

31
libchinese-segmentation/cppjieba/limonp/Colors.hpp
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#ifndef LIMONP_COLOR_PRINT_HPP
#define LIMONP_COLOR_PRINT_HPP
#include <string>
#include <stdarg.h>
namespace limonp {
using std::string;
enum Color {
BLACK = 30,
RED,
GREEN,
YELLOW,
BLUE,
PURPLE
}; // enum Color
static void ColorPrintln(enum Color color, const char * fmt, ...) {
va_list ap;
printf("\033[0;%dm", color);
va_start(ap, fmt);
vprintf(fmt, ap);
va_end(ap);
printf("\033[0m\n"); // if not \n , in some situation , the next lines will be set the same color unexpectedly
}
} // namespace limonp
#endif // LIMONP_COLOR_PRINT_HPP

38
libchinese-segmentation/cppjieba/limonp/Condition.hpp
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#ifndef LIMONP_CONDITION_HPP
#define LIMONP_CONDITION_HPP
#include "MutexLock.hpp"
namespace limonp {
class Condition : NonCopyable {
public:
explicit Condition(MutexLock& mutex)
: mutex_(mutex) {
XCHECK(!pthread_cond_init(&pcond_, NULL));
}
~Condition() {
XCHECK(!pthread_cond_destroy(&pcond_));
}
void Wait() {
XCHECK(!pthread_cond_wait(&pcond_, mutex_.GetPthreadMutex()));
}
void Notify() {
XCHECK(!pthread_cond_signal(&pcond_));
}
void NotifyAll() {
XCHECK(!pthread_cond_broadcast(&pcond_));
}
private:
MutexLock& mutex_;
pthread_cond_t pcond_;
}; // class Condition
} // namespace limonp
#endif // LIMONP_CONDITION_HPP

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libchinese-segmentation/cppjieba/limonp/Config.hpp
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/************************************
* file enc : utf8
* author : wuyanyi09@gmail.com
************************************/
#ifndef LIMONP_CONFIG_H
#define LIMONP_CONFIG_H
#include <map>
#include <fstream>
#include <iostream>
#include <assert.h>
#include "StringUtil.hpp"
namespace limonp {
using namespace std;
class Config {
public:
explicit Config(const string& filePath) {
LoadFile(filePath);
}
operator bool () {
return !map_.empty();
}
string Get(const string& key, const string& defaultvalue) const {
map<string, string>::const_iterator it = map_.find(key);
if(map_.end() != it) {
return it->second;
}
return defaultvalue;
}
int Get(const string& key, int defaultvalue) const {
string str = Get(key, "");
if("" == str) {
return defaultvalue;
}
return atoi(str.c_str());
}
const char* operator [] (const char* key) const {
if(NULL == key) {
return NULL;
}
map<string, string>::const_iterator it = map_.find(key);
if(map_.end() != it) {
return it->second.c_str();
}
return NULL;
}
string GetConfigInfo() const {
string res;
res << *this;
return res;
}
private:
void LoadFile(const string& filePath) {
ifstream ifs(filePath.c_str());
assert(ifs);
string line;
vector<string> vecBuf;
size_t lineno = 0;
while(getline(ifs, line)) {
lineno ++;
Trim(line);
if(line.empty() || StartsWith(line, "#")) {
continue;
}
vecBuf.clear();
Split(line, vecBuf, "=");
if(2 != vecBuf.size()) {
fprintf(stderr, "line[%s] illegal.\n", line.c_str());
assert(false);
continue;
}
string& key = vecBuf[0];
string& value = vecBuf[1];
Trim(key);
Trim(value);
if(!map_.insert(make_pair(key, value)).second) {
fprintf(stderr, "key[%s] already exits.\n", key.c_str());
assert(false);
continue;
}
}
ifs.close();
}
friend ostream& operator << (ostream& os, const Config& config);
map<string, string> map_;
}; // class Config
inline ostream& operator << (ostream& os, const Config& config) {
return os << config.map_;
}
} // namespace limonp
#endif // LIMONP_CONFIG_H

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libchinese-segmentation/cppjieba/limonp/FileLock.hpp
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#ifndef LIMONP_FILELOCK_HPP
#define LIMONP_FILELOCK_HPP
#include <unistd.h>
#include <stdlib.h>
#include <stdio.h>
#include <fcntl.h>
#include <errno.h>
#include <string>
#include <string.h>
#include <assert.h>
namespace limonp {
using std::string;
class FileLock {
public:
FileLock() : fd_(-1), ok_(true) {
}
~FileLock() {
if(fd_ > 0) {
Close();
}
}
void Open(const string& fname) {
assert(fd_ == -1);
fd_ = open(fname.c_str(), O_RDWR | O_CREAT, 0644);
if(fd_ < 0) {
ok_ = false;
err_ = strerror(errno);
}
}
void Close() {
::close(fd_);
}
void Lock() {
if(LockOrUnlock(fd_, true) < 0) {
ok_ = false;
err_ = strerror(errno);
}
}
void UnLock() {
if(LockOrUnlock(fd_, false) < 0) {
ok_ = false;
err_ = strerror(errno);
}
}
bool Ok() const {
return ok_;
}
string Error() const {
return err_;
}
private:
static int LockOrUnlock(int fd, bool lock) {
errno = 0;
struct flock f;
memset(&f, 0, sizeof(f));
f.l_type = (lock ? F_WRLCK : F_UNLCK);
f.l_whence = SEEK_SET;
f.l_start = 0;
f.l_len = 0; // Lock/unlock entire file
return fcntl(fd, F_SETLK, &f);
}
int fd_;
bool ok_;
string err_;
}; // class FileLock
}// namespace limonp
#endif // LIMONP_FILELOCK_HPP

7
libchinese-segmentation/cppjieba/limonp/ForcePublic.hpp
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#ifndef LIMONP_FORCE_PUBLIC_H
#define LIMONP_FORCE_PUBLIC_H
#define private public
#define protected public
#endif // LIMONP_FORCE_PUBLIC_H

142
libchinese-segmentation/cppjieba/limonp/LocalVector.hpp
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#ifndef LIMONP_LOCAL_VECTOR_HPP
#define LIMONP_LOCAL_VECTOR_HPP
#include <iostream>
#include <stdlib.h>
#include <assert.h>
#include <string.h>
namespace limonp {
using namespace std;
/*
* LocalVector<T> : T must be primitive type (char , int, size_t), if T is struct or class, LocalVector<T> may be dangerous..
* LocalVector<T> is simple and not well-tested.
*/
const size_t LOCAL_VECTOR_BUFFER_SIZE = 16;
template <class T>
class LocalVector {
public:
typedef const T* const_iterator ;
typedef T value_type;
typedef size_t size_type;
private:
T buffer_[LOCAL_VECTOR_BUFFER_SIZE];
T * ptr_;
size_t size_;
size_t capacity_;
public:
LocalVector() {
init_();
};
LocalVector(const LocalVector<T>& vec) {
init_();
*this = vec;
}
LocalVector(const_iterator begin, const_iterator end) { // TODO: make it faster
init_();
while(begin != end) {
push_back(*begin++);
}
}
LocalVector(size_t size, const T& t) { // TODO: make it faster
init_();
while(size--) {
push_back(t);
}
}
~LocalVector() {
if(ptr_ != buffer_) {
free(ptr_);
}
};
public:
LocalVector<T>& operator = (const LocalVector<T>& vec) {
if(this == &vec){
return *this;
}
clear();
size_ = vec.size();
capacity_ = vec.capacity();
if(vec.buffer_ == vec.ptr_) {
memcpy(buffer_, vec.buffer_, sizeof(T) * size_);
ptr_ = buffer_;
} else {
ptr_ = (T*) malloc(vec.capacity() * sizeof(T));
assert(ptr_);
memcpy(ptr_, vec.ptr_, vec.size() * sizeof(T));
}
return *this;
}
private:
void init_() {
ptr_ = buffer_;
size_ = 0;
capacity_ = LOCAL_VECTOR_BUFFER_SIZE;
}
public:
T& operator [] (size_t i) {
return ptr_[i];
}
const T& operator [] (size_t i) const {
return ptr_[i];
}
void push_back(const T& t) {
if(size_ == capacity_) {
assert(capacity_);
reserve(capacity_ * 2);
}
ptr_[size_ ++ ] = t;
}
void reserve(size_t size) {
if(size <= capacity_) {
return;
}
T * next = (T*)malloc(sizeof(T) * size);
assert(next);
T * old = ptr_;
ptr_ = next;
memcpy(ptr_, old, sizeof(T) * capacity_);
capacity_ = size;
if(old != buffer_) {
free(old);
}
}
bool empty() const {
return 0 == size();
}
size_t size() const {
return size_;
}
size_t capacity() const {
return capacity_;
}
const_iterator begin() const {
return ptr_;
}
const_iterator end() const {
return ptr_ + size_;
}
void clear() {
if(ptr_ != buffer_) {
free(ptr_);
}
init_();
}
};
template <class T>
ostream & operator << (ostream& os, const LocalVector<T>& vec) {
if(vec.empty()) {
return os << "[]";
}
os<<"[\""<<vec[0];
for(size_t i = 1; i < vec.size(); i++) {
os<<"\", \""<<vec[i];
}
os<<"\"]";
return os;
}
}
#endif

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libchinese-segmentation/cppjieba/limonp/Logging.hpp
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#ifndef LIMONP_LOGGING_HPP
#define LIMONP_LOGGING_HPP
#include <sstream>
#include <iostream>
#include <cassert>
#include <cstdlib>
#include <ctime>
#ifdef XLOG
#error "XLOG has been defined already"
#endif // XLOG
#ifdef XCHECK
#error "XCHECK has been defined already"
#endif // XCHECK
#define XLOG(level) limonp::Logger(limonp::LL_##level, __FILE__, __LINE__).Stream()
#define XCHECK(exp) if(!(exp)) XLOG(FATAL) << "exp: ["#exp << "] false. "
namespace limonp {
enum {
LL_DEBUG = 0,
LL_INFO = 1,
LL_WARNING = 2,
LL_ERROR = 3,
LL_FATAL = 4,
}; // enum
static const char * LOG_LEVEL_ARRAY[] = {"DEBUG","INFO","WARN","ERROR","FATAL"};
class Logger {
public:
Logger(size_t level, const char* filename, int lineno)
: level_(level) {
#ifdef LOGGING_LEVEL
if (level_ < LOGGING_LEVEL) {
return;
}
#endif
assert(level_ <= sizeof(LOG_LEVEL_ARRAY)/sizeof(*LOG_LEVEL_ARRAY));
char buf[32];
time_t now;
time(&now);
struct tm result;
localtime_r(&now, &result);
strftime(buf, sizeof(buf), "%Y-%m-%d %H:%M:%S", &result);
stream_ << buf
<< " " << filename
<< ":" << lineno
<< " " << LOG_LEVEL_ARRAY[level_]
<< " ";
}
~Logger() {
#ifdef LOGGING_LEVEL
if (level_ < LOGGING_LEVEL) {
return;
}
#endif
std::cerr << stream_.str() << std::endl;
if (level_ == LL_FATAL) {
abort();
}
}
std::ostream& Stream() {
return stream_;
}
private:
std::ostringstream stream_;
size_t level_;
}; // class Logger
} // namespace limonp
#endif // LIMONP_LOGGING_HPP

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libchinese-segmentation/cppjieba/limonp/Md5.hpp
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/****************************************************************************
**Copyright (C) 1991-2, RSA Data Security, Inc. Created 1991
** 2020, KylinSoft Co., Ltd.
**All rights reserved.
**
**License to copy and use this software is granted provided that it
**is identified as the "RSA Data Security, Inc. MD5 Message-Digest
**Algorithm" in all material mentioning or referencing this software
**or this function.
**
**License is also granted to make and use derivative works provided
**that such works are identified as "derived from the RSA Data
**Security, Inc. MD5 Message-Digest Algorithm" in all material
**mentioning or referencing the derived work.
**
**RSA Data Security, Inc. makes no representations concerning either
**the merchantability of this software or the suitability of this
**software for any particular purpose. It is provided "as is"
**without express or implied warranty of any kind.
**
**These notices must be retained in any copies of any part of this
**documentation and/or software.
**
**
**
**The original md5 implementation avoids external libraries.
**This version has dependency on stdio.h for file input and
**string.h for memcpy.
**
****************************************************************************/
#ifndef __MD5_H__
#define __MD5_H__
#include <cstdio>
#include <cstring>
#include <iostream>
namespace limonp {
//#pragma region MD5 defines
// Constants for MD5Transform routine.
#define S11 7
#define S12 12
#define S13 17
#define S14 22
#define S21 5
#define S22 9
#define S23 14
#define S24 20
#define S31 4
#define S32 11
#define S33 16
#define S34 23
#define S41 6
#define S42 10
#define S43 15
#define S44 21
// F, G, H and I are basic MD5 functions.
#define F(x, y, z) (((x) & (y)) | ((~x) & (z)))
#define G(x, y, z) (((x) & (z)) | ((y) & (~z)))
#define H(x, y, z) ((x) ^ (y) ^ (z))
#define I(x, y, z) ((y) ^ ((x) | (~z)))
// ROTATE_LEFT rotates x left n bits.
#define ROTATE_LEFT(x, n) (((x) << (n)) | ((x) >> (32-(n))))
// FF, GG, HH, and II transformations for rounds 1, 2, 3, and 4.
// Rotation is separate from addition to prevent recomputation.
#define FF(a, b, c, d, x, s, ac) { \
(a) += F ((b), (c), (d)) + (x) + (UINT4)(ac); \
(a) = ROTATE_LEFT ((a), (s)); \
(a) += (b); \
}
#define GG(a, b, c, d, x, s, ac) { \
(a) += G ((b), (c), (d)) + (x) + (UINT4)(ac); \
(a) = ROTATE_LEFT ((a), (s)); \
(a) += (b); \
}
#define HH(a, b, c, d, x, s, ac) { \
(a) += H ((b), (c), (d)) + (x) + (UINT4)(ac); \
(a) = ROTATE_LEFT ((a), (s)); \
(a) += (b); \
}
#define II(a, b, c, d, x, s, ac) { \
(a) += I ((b), (c), (d)) + (x) + (UINT4)(ac); \
(a) = ROTATE_LEFT ((a), (s)); \
(a) += (b); \
}
//#pragma endregion
typedef unsigned char BYTE ;
// POINTER defines a generic pointer type
typedef unsigned char *POINTER;
// UINT2 defines a two byte word
typedef unsigned short int UINT2;
// UINT4 defines a four byte word
typedef unsigned int UINT4;
static unsigned char PADDING[64] = {
0x80, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0,
0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0
};
// convenient object that wraps
// the C-functions for use in C++ only
class MD5 {
private:
struct __context_t {
UINT4 state[4]; /* state (ABCD) */
UINT4 count[2]; /* number of bits, modulo 2^64 (lsb first) */
unsigned char buffer[64]; /* input buffer */
} context ;
//#pragma region static helper functions
// The core of the MD5 algorithm is here.
// MD5 basic transformation. Transforms state based on block.
static void MD5Transform(UINT4 state[4], unsigned char block[64]) {
UINT4 a = state[0], b = state[1], c = state[2], d = state[3], x[16];
Decode(x, block, 64);
/* Round 1 */
FF(a, b, c, d, x[ 0], S11, 0xd76aa478); /* 1 */
FF(d, a, b, c, x[ 1], S12, 0xe8c7b756); /* 2 */
FF(c, d, a, b, x[ 2], S13, 0x242070db); /* 3 */
FF(b, c, d, a, x[ 3], S14, 0xc1bdceee); /* 4 */
FF(a, b, c, d, x[ 4], S11, 0xf57c0faf); /* 5 */
FF(d, a, b, c, x[ 5], S12, 0x4787c62a); /* 6 */
FF(c, d, a, b, x[ 6], S13, 0xa8304613); /* 7 */
FF(b, c, d, a, x[ 7], S14, 0xfd469501); /* 8 */
FF(a, b, c, d, x[ 8], S11, 0x698098d8); /* 9 */
FF(d, a, b, c, x[ 9], S12, 0x8b44f7af); /* 10 */
FF(c, d, a, b, x[10], S13, 0xffff5bb1); /* 11 */
FF(b, c, d, a, x[11], S14, 0x895cd7be); /* 12 */
FF(a, b, c, d, x[12], S11, 0x6b901122); /* 13 */
FF(d, a, b, c, x[13], S12, 0xfd987193); /* 14 */
FF(c, d, a, b, x[14], S13, 0xa679438e); /* 15 */
FF(b, c, d, a, x[15], S14, 0x49b40821); /* 16 */
/* Round 2 */
GG(a, b, c, d, x[ 1], S21, 0xf61e2562); /* 17 */
GG(d, a, b, c, x[ 6], S22, 0xc040b340); /* 18 */
GG(c, d, a, b, x[11], S23, 0x265e5a51); /* 19 */
GG(b, c, d, a, x[ 0], S24, 0xe9b6c7aa); /* 20 */
GG(a, b, c, d, x[ 5], S21, 0xd62f105d); /* 21 */
GG(d, a, b, c, x[10], S22, 0x2441453); /* 22 */
GG(c, d, a, b, x[15], S23, 0xd8a1e681); /* 23 */
GG(b, c, d, a, x[ 4], S24, 0xe7d3fbc8); /* 24 */
GG(a, b, c, d, x[ 9], S21, 0x21e1cde6); /* 25 */
GG(d, a, b, c, x[14], S22, 0xc33707d6); /* 26 */
GG(c, d, a, b, x[ 3], S23, 0xf4d50d87); /* 27 */
GG(b, c, d, a, x[ 8], S24, 0x455a14ed); /* 28 */
GG(a, b, c, d, x[13], S21, 0xa9e3e905); /* 29 */
GG(d, a, b, c, x[ 2], S22, 0xfcefa3f8); /* 30 */
GG(c, d, a, b, x[ 7], S23, 0x676f02d9); /* 31 */
GG(b, c, d, a, x[12], S24, 0x8d2a4c8a); /* 32 */
/* Round 3 */
HH(a, b, c, d, x[ 5], S31, 0xfffa3942); /* 33 */
HH(d, a, b, c, x[ 8], S32, 0x8771f681); /* 34 */
HH(c, d, a, b, x[11], S33, 0x6d9d6122); /* 35 */
HH(b, c, d, a, x[14], S34, 0xfde5380c); /* 36 */
HH(a, b, c, d, x[ 1], S31, 0xa4beea44); /* 37 */
HH(d, a, b, c, x[ 4], S32, 0x4bdecfa9); /* 38 */
HH(c, d, a, b, x[ 7], S33, 0xf6bb4b60); /* 39 */
HH(b, c, d, a, x[10], S34, 0xbebfbc70); /* 40 */
HH(a, b, c, d, x[13], S31, 0x289b7ec6); /* 41 */
HH(d, a, b, c, x[ 0], S32, 0xeaa127fa); /* 42 */
HH(c, d, a, b, x[ 3], S33, 0xd4ef3085); /* 43 */
HH(b, c, d, a, x[ 6], S34, 0x4881d05); /* 44 */
HH(a, b, c, d, x[ 9], S31, 0xd9d4d039); /* 45 */
HH(d, a, b, c, x[12], S32, 0xe6db99e5); /* 46 */
HH(c, d, a, b, x[15], S33, 0x1fa27cf8); /* 47 */
HH(b, c, d, a, x[ 2], S34, 0xc4ac5665); /* 48 */
/* Round 4 */
II(a, b, c, d, x[ 0], S41, 0xf4292244); /* 49 */
II(d, a, b, c, x[ 7], S42, 0x432aff97); /* 50 */
II(c, d, a, b, x[14], S43, 0xab9423a7); /* 51 */
II(b, c, d, a, x[ 5], S44, 0xfc93a039); /* 52 */
II(a, b, c, d, x[12], S41, 0x655b59c3); /* 53 */
II(d, a, b, c, x[ 3], S42, 0x8f0ccc92); /* 54 */
II(c, d, a, b, x[10], S43, 0xffeff47d); /* 55 */
II(b, c, d, a, x[ 1], S44, 0x85845dd1); /* 56 */
II(a, b, c, d, x[ 8], S41, 0x6fa87e4f); /* 57 */
II(d, a, b, c, x[15], S42, 0xfe2ce6e0); /* 58 */
II(c, d, a, b, x[ 6], S43, 0xa3014314); /* 59 */
II(b, c, d, a, x[13], S44, 0x4e0811a1); /* 60 */
II(a, b, c, d, x[ 4], S41, 0xf7537e82); /* 61 */
II(d, a, b, c, x[11], S42, 0xbd3af235); /* 62 */
II(c, d, a, b, x[ 2], S43, 0x2ad7d2bb); /* 63 */
II(b, c, d, a, x[ 9], S44, 0xeb86d391); /* 64 */
state[0] += a;
state[1] += b;
state[2] += c;
state[3] += d;
// Zeroize sensitive information.
memset((POINTER)x, 0, sizeof(x));
}
// Encodes input (UINT4) into output (unsigned char). Assumes len is
// a multiple of 4.
static void Encode(unsigned char *output, UINT4 *input, unsigned int len) {
unsigned int i, j;
for(i = 0, j = 0; j < len; i++, j += 4) {
output[j] = (unsigned char)(input[i] & 0xff);
output[j + 1] = (unsigned char)((input[i] >> 8) & 0xff);
output[j + 2] = (unsigned char)((input[i] >> 16) & 0xff);
output[j + 3] = (unsigned char)((input[i] >> 24) & 0xff);
}
}
// Decodes input (unsigned char) into output (UINT4). Assumes len is
// a multiple of 4.
static void Decode(UINT4 *output, unsigned char *input, unsigned int len) {
unsigned int i, j;
for(i = 0, j = 0; j < len; i++, j += 4)
output[i] = ((UINT4)input[j]) | (((UINT4)input[j + 1]) << 8) |
(((UINT4)input[j + 2]) << 16) | (((UINT4)input[j + 3]) << 24);
}
//#pragma endregion
public:
// MAIN FUNCTIONS
MD5() {
Init() ;
}
// MD5 initialization. Begins an MD5 operation, writing a new context.
void Init() {
context.count[0] = context.count[1] = 0;
// Load magic initialization constants.
context.state[0] = 0x67452301;
context.state[1] = 0xefcdab89;
context.state[2] = 0x98badcfe;
context.state[3] = 0x10325476;
}
// MD5 block update operation. Continues an MD5 message-digest
// operation, processing another message block, and updating the
// context.
void Update(
unsigned char *input, // input block
unsigned int inputLen) { // length of input block
unsigned int i, index, partLen;
// Compute number of bytes mod 64
index = (unsigned int)((context.count[0] >> 3) & 0x3F);
// Update number of bits
if((context.count[0] += ((UINT4)inputLen << 3))
< ((UINT4)inputLen << 3))
context.count[1]++;
context.count[1] += ((UINT4)inputLen >> 29);
partLen = 64 - index;
// Transform as many times as possible.
if(inputLen >= partLen) {
memcpy((POINTER)&context.buffer[index], (POINTER)input, partLen);
MD5Transform(context.state, context.buffer);
for(i = partLen; i + 63 < inputLen; i += 64)
MD5Transform(context.state, &input[i]);
index = 0;
} else
i = 0;
/* Buffer remaining input */
memcpy((POINTER)&context.buffer[index], (POINTER)&input[i], inputLen - i);
}
// MD5 finalization. Ends an MD5 message-digest operation, writing the
// the message digest and zeroizing the context.
// Writes to digestRaw
void Final() {
unsigned char bits[8];
unsigned int index, padLen;
// Save number of bits
Encode(bits, context.count, 8);
// Pad out to 56 mod 64.
index = (unsigned int)((context.count[0] >> 3) & 0x3f);
padLen = (index < 56) ? (56 - index) : (120 - index);
Update(PADDING, padLen);
// Append length (before padding)
Update(bits, 8);
// Store state in digest
Encode(digestRaw, context.state, 16);
// Zeroize sensitive information.
memset((POINTER)&context, 0, sizeof(context));
writeToString() ;
}
/// Buffer must be 32+1 (nul) = 33 chars long at least
void writeToString() {
int pos ;
for(pos = 0 ; pos < 16 ; pos++)
sprintf(digestChars + (pos * 2), "%02x", digestRaw[pos]) ;
}
public:
// an MD5 digest is a 16-byte number (32 hex digits)
BYTE digestRaw[ 16 ] ;
// This version of the digest is actually
// a "printf'd" version of the digest.
char digestChars[ 33 ] ;
/// Load a file from disk and digest it
// Digests a file and returns the result.
const char* digestFile(const char *filename) {
if(NULL == filename || strcmp(filename, "") == 0)
return NULL;
Init() ;
FILE *file;
unsigned char buffer[1024] ;
if((file = fopen(filename, "rb")) == NULL) {
return NULL;
}
int len;
while((len = fread(buffer, 1, 1024, file)))
Update(buffer, len) ;
Final();
fclose(file);
return digestChars ;
}
/// Digests a byte-array already in memory
const char* digestMemory(BYTE *memchunk, int len) {
if(NULL == memchunk)
return NULL;
Init() ;
Update(memchunk, len) ;
Final() ;
return digestChars ;
}
// Digests a string and prints the result.
const char* digestString(const char *string) {
if(string == NULL)
return NULL;
Init() ;
Update((unsigned char*)string, strlen(string)) ;
Final() ;
return digestChars ;
}
};
inline bool md5String(const char* str, std::string& res) {
if(NULL == str) {
res = "";
return false;
}
MD5 md5;
const char *pRes = md5.digestString(str);
if(NULL == pRes) {
res = "";
return false;
}
res = pRes;
return true;
}
inline bool md5File(const char* filepath, std::string& res) {
if(NULL == filepath || strcmp(filepath, "") == 0) {
res = "";
return false;
}
MD5 md5;
const char *pRes = md5.digestFile(filepath);
if(NULL == pRes) {
res = "";
return false;
}
res = pRes;
return true;
}
}
#endif

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libchinese-segmentation/cppjieba/limonp/MutexLock.hpp
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#ifndef LIMONP_MUTEX_LOCK_HPP
#define LIMONP_MUTEX_LOCK_HPP
#include <pthread.h>
#include "NonCopyable.hpp"
#include "Logging.hpp"
namespace limonp {
class MutexLock: NonCopyable {
public:
MutexLock() {
XCHECK(!pthread_mutex_init(&mutex_, NULL));
}
~MutexLock() {
XCHECK(!pthread_mutex_destroy(&mutex_));
}
pthread_mutex_t* GetPthreadMutex() {
return &mutex_;
}
private:
void Lock() {
XCHECK(!pthread_mutex_lock(&mutex_));
}
void Unlock() {
XCHECK(!pthread_mutex_unlock(&mutex_));
}
friend class MutexLockGuard;
pthread_mutex_t mutex_;
}; // class MutexLock
class MutexLockGuard: NonCopyable {
public:
explicit MutexLockGuard(MutexLock & mutex)
: mutex_(mutex) {
mutex_.Lock();
}
~MutexLockGuard() {
mutex_.Unlock();
}
private:
MutexLock & mutex_;
}; // class MutexLockGuard
#define MutexLockGuard(x) XCHECK(false);
} // namespace limonp
#endif // LIMONP_MUTEX_LOCK_HPP

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libchinese-segmentation/cppjieba/limonp/NonCopyable.hpp
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/************************************
************************************/
#ifndef LIMONP_NONCOPYABLE_H
#define LIMONP_NONCOPYABLE_H
namespace limonp {
class NonCopyable {
protected:
NonCopyable() {
}
~NonCopyable() {
}
private:
NonCopyable(const NonCopyable& );
const NonCopyable& operator=(const NonCopyable& );
}; // class NonCopyable
} // namespace limonp
#endif // LIMONP_NONCOPYABLE_H

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libchinese-segmentation/cppjieba/limonp/StdExtension.hpp
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#ifndef LIMONP_STD_EXTEMSION_HPP
#define LIMONP_STD_EXTEMSION_HPP
#include <map>
#ifdef __APPLE__
#include <unordered_map>
#include <unordered_set>
#elif(__cplusplus >= 201103L)
#include <unordered_map>
#include <unordered_set>
#elif defined _MSC_VER
#include <unordered_map>
#include <unordered_set>
#else
#include <tr1/unordered_map>
#include <tr1/unordered_set>
namespace std {
using std::tr1::unordered_map;
using std::tr1::unordered_set;
}
#endif
#include <set>
#include <string>
#include <vector>
#include <deque>
#include <fstream>
#include <sstream>
namespace std {
template<typename T>
ostream& operator << (ostream& os, const vector<T>& v) {
if(v.empty()) {
return os << "[]";
}
os<<"["<<v[0];
for(size_t i = 1; i < v.size(); i++) {
os<<", "<<v[i];
}
os<<"]";
return os;
}
template<>
inline ostream& operator << (ostream& os, const vector<string>& v) {
if(v.empty()) {
return os << "[]";
}
os<<"[\""<<v[0];
for(size_t i = 1; i < v.size(); i++) {
os<<"\", \""<<v[i];
}
os<<"\"]";
return os;
}
template<typename T>
ostream& operator << (ostream& os, const deque<T>& dq) {
if(dq.empty()) {
return os << "[]";
}
os<<"[\""<<dq[0];
for(size_t i = 1; i < dq.size(); i++) {
os<<"\", \""<<dq[i];
}
os<<"\"]";
return os;
}
template<class T1, class T2>
ostream& operator << (ostream& os, const pair<T1, T2>& pr) {
os << pr.first << ":" << pr.second ;
return os;
}
template<class T>
string& operator << (string& str, const T& obj) {
stringstream ss;
ss << obj; // call ostream& operator << (ostream& os,
return str = ss.str();
}
template<class T1, class T2>
ostream& operator << (ostream& os, const map<T1, T2>& mp) {
if(mp.empty()) {
os<<"{}";
return os;
}
os<<'{';
typename map<T1, T2>::const_iterator it = mp.begin();
os<<*it;
it++;
while(it != mp.end()) {
os<<", "<<*it;
it++;
}
os<<'}';
return os;
}
template<class T1, class T2>
ostream& operator << (ostream& os, const std::unordered_map<T1, T2>& mp) {
if(mp.empty()) {
return os << "{}";
}
os<<'{';
typename std::unordered_map<T1, T2>::const_iterator it = mp.begin();
os<<*it;
it++;
while(it != mp.end()) {
os<<", "<<*it++;
}
return os<<'}';
}
template<class T>
ostream& operator << (ostream& os, const set<T>& st) {
if(st.empty()) {
os << "{}";
return os;
}
os<<'{';
typename set<T>::const_iterator it = st.begin();
os<<*it;
it++;
while(it != st.end()) {
os<<", "<<*it;
it++;
}
os<<'}';
return os;
}
template<class KeyType, class ContainType>
bool IsIn(const ContainType& contain, const KeyType& key) {
return contain.end() != contain.find(key);
}
template<class T>
basic_string<T> & operator << (basic_string<T> & s, ifstream & ifs) {
return s.assign((istreambuf_iterator<T>(ifs)), istreambuf_iterator<T>());
}
template<class T>
ofstream & operator << (ofstream & ofs, const basic_string<T>& s) {
ostreambuf_iterator<T> itr (ofs);
copy(s.begin(), s.end(), itr);
return ofs;
}
} // namespace std
#endif

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libchinese-segmentation/cppjieba/limonp/StringUtil.hpp
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@ -1,382 +0,0 @@
/************************************
* file enc : ascii
* author : wuyanyi09@gmail.com
************************************/
#ifndef LIMONP_STR_FUNCTS_H
#define LIMONP_STR_FUNCTS_H
#include <stdint.h>
#include <stdio.h>
#include <stdarg.h>
#include <memory.h>
#include <sys/types.h>
#include <fstream>
#include <iostream>
#include <string>
#include <vector>
#include <algorithm>
#include <cctype>
#include <map>
#include <functional>
#include <locale>
#include <sstream>
#include <iterator>
#include <algorithm>
#include "StdExtension.hpp"
namespace limonp {
using namespace std;
inline string StringFormat(const char* fmt, ...) {
int size = 256;
std::string str;
va_list ap;
while (1) {
str.resize(size);
va_start(ap, fmt);
int n = vsnprintf((char *)str.c_str(), size, fmt, ap);
va_end(ap);
if (n > -1 && n < size) {
str.resize(n);
return str;
}
if (n > -1)
size = n + 1;
else
size *= 2;
}
return str;
}
template<class T>
void Join(T begin, T end, string& res, const string& connector) {
if(begin == end) {
return;
}
stringstream ss;
ss<<*begin;
begin++;
while(begin != end) {
ss << connector << *begin;
begin ++;
}
res = ss.str();
}
template<class T>
string Join(T begin, T end, const string& connector) {
string res;
Join(begin ,end, res, connector);
return res;
}
inline string& Upper(string& str) {
transform(str.begin(), str.end(), str.begin(), (int (*)(int))toupper);
return str;
}
inline string& Lower(string& str) {
transform(str.begin(), str.end(), str.begin(), (int (*)(int))tolower);
return str;
}
inline bool IsSpace(unsigned c) {
// when passing large int as the argument of isspace, it core dump, so here need a type cast.
return c > 0xff ? false : std::isspace(c & 0xff);
}
inline std::string& LTrim(std::string &s) {
s.erase(s.begin(), std::find_if(s.begin(), s.end(), std::not1(std::ptr_fun<unsigned, bool>(IsSpace))));
return s;
}
inline std::string& RTrim(std::string &s) {
s.erase(std::find_if(s.rbegin(), s.rend(), std::not1(std::ptr_fun<unsigned, bool>(IsSpace))).base(), s.end());
return s;
}
inline std::string& Trim(std::string &s) {
return LTrim(RTrim(s));
}
inline std::string& LTrim(std::string & s, char x) {
s.erase(s.begin(), std::find_if(s.begin(), s.end(), std::not1(std::bind2nd(std::equal_to<char>(), x))));
return s;
}
inline std::string& RTrim(std::string & s, char x) {
s.erase(std::find_if(s.rbegin(), s.rend(), std::not1(std::bind2nd(std::equal_to<char>(), x))).base(), s.end());
return s;
}
inline std::string& Trim(std::string &s, char x) {
return LTrim(RTrim(s, x), x);
}
inline void Split(const string& src, vector<string>& res, const string& pattern, size_t maxsplit = string::npos) {
res.clear();
size_t Start = 0;
size_t end = 0;
string sub;
while(Start < src.size()) {
end = src.find_first_of(pattern, Start);
if(string::npos == end || res.size() >= maxsplit) {
sub = src.substr(Start);
res.push_back(sub);
return;
}
sub = src.substr(Start, end - Start);
res.push_back(sub);
Start = end + 1;
}
return;
}
inline vector<string> Split(const string& src, const string& pattern, size_t maxsplit = string::npos) {
vector<string> res;
Split(src, res, pattern, maxsplit);
return res;
}
inline bool StartsWith(const string& str, const string& prefix) {
if(prefix.length() > str.length()) {
return false;
}
return 0 == str.compare(0, prefix.length(), prefix);
}
inline bool EndsWith(const string& str, const string& suffix) {
if(suffix.length() > str.length()) {
return false;
}
return 0 == str.compare(str.length() - suffix.length(), suffix.length(), suffix);
}
inline bool IsInStr(const string& str, char ch) {
return str.find(ch) != string::npos;
}
inline uint16_t TwocharToUint16(char high, char low) {
return (((uint16_t(high) & 0x00ff ) << 8) | (uint16_t(low) & 0x00ff));
}
template <class Uint16Container>
bool Utf8ToUnicode(const char * const str, size_t len, Uint16Container& vec) {
if(!str) {
return false;
}
char ch1, ch2;
uint16_t tmp;
vec.clear();
for(size_t i = 0; i < len;) {
if(!(str[i] & 0x80)) { // 0xxxxxxx
vec.push_back(str[i]);
i++;
} else if ((uint8_t)str[i] <= 0xdf && i + 1 < len) { // 110xxxxxx
ch1 = (str[i] >> 2) & 0x07;
ch2 = (str[i+1] & 0x3f) | ((str[i] & 0x03) << 6 );
tmp = (((uint16_t(ch1) & 0x00ff ) << 8) | (uint16_t(ch2) & 0x00ff));
vec.push_back(tmp);
i += 2;
} else if((uint8_t)str[i] <= 0xef && i + 2 < len) {
ch1 = ((uint8_t)str[i] << 4) | ((str[i+1] >> 2) & 0x0f );
ch2 = (((uint8_t)str[i+1]<<6) & 0xc0) | (str[i+2] & 0x3f);
tmp = (((uint16_t(ch1) & 0x00ff ) << 8) | (uint16_t(ch2) & 0x00ff));
vec.push_back(tmp);
i += 3;
} else {
return false;
}
}
return true;
}
template <class Uint16Container>
bool Utf8ToUnicode(const string& str, Uint16Container& vec) {
return Utf8ToUnicode(str.c_str(), str.size(), vec);
}
template <class Uint32Container>
bool Utf8ToUnicode32(const char * str, size_t size, Uint32Container& vec) {
uint32_t tmp;
vec.clear();
for(size_t i = 0; i < size;) {
if(!(str[i] & 0x80)) { // 0xxxxxxx
// 7bit, total 7bit
tmp = (uint8_t)(str[i]) & 0x7f;
i++;
} else if ((uint8_t)str[i] <= 0xdf && i + 1 < size) { // 110xxxxxx
// 5bit, total 5bit
tmp = (uint8_t)(str[i]) & 0x1f;
// 6bit, total 11bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+1]) & 0x3f;
i += 2;
} else if((uint8_t)str[i] <= 0xef && i + 2 < size) { // 1110xxxxxx
// 4bit, total 4bit
tmp = (uint8_t)(str[i]) & 0x0f;
// 6bit, total 10bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+1]) & 0x3f;
// 6bit, total 16bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+2]) & 0x3f;
i += 3;
} else if((uint8_t)str[i] <= 0xf7 && i + 3 < size) { // 11110xxxx
// 3bit, total 3bit
tmp = (uint8_t)(str[i]) & 0x07;
// 6bit, total 9bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+1]) & 0x3f;
// 6bit, total 15bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+2]) & 0x3f;
// 6bit, total 21bit
tmp <<= 6;
tmp |= (uint8_t)(str[i+3]) & 0x3f;
i += 4;
} else {
return false;
}
vec.push_back(tmp);
}
return true;
}
template <class Uint32Container>
bool Utf8ToUnicode32(const string& str, Uint32Container& vec) {
return Utf8ToUnicode32(str.data(), str.size(), vec);
}
inline int UnicodeToUtf8Bytes(uint32_t ui){
if(ui <= 0x7f) {
return 1;
} else if(ui <= 0x7ff) {
return 2;
} else if(ui <= 0xffff) {
return 3;
} else {
return 4;
}
}
template <class Uint32ContainerConIter>
void Unicode32ToUtf8(Uint32ContainerConIter begin, Uint32ContainerConIter end, string& res) {
res.clear();
uint32_t ui;
while(begin != end) {
ui = *begin;
if(ui <= 0x7f) {
res += char(ui);
} else if(ui <= 0x7ff) {
res += char(((ui >> 6) & 0x1f) | 0xc0);
res += char((ui & 0x3f) | 0x80);
} else if(ui <= 0xffff) {
res += char(((ui >> 12) & 0x0f) | 0xe0);
res += char(((ui >> 6) & 0x3f) | 0x80);
res += char((ui & 0x3f) | 0x80);
} else {
res += char(((ui >> 18) & 0x03) | 0xf0);
res += char(((ui >> 12) & 0x3f) | 0x80);
res += char(((ui >> 6) & 0x3f) | 0x80);
res += char((ui & 0x3f) | 0x80);
}
begin ++;
}
}
template <class Uint16ContainerConIter>
void UnicodeToUtf8(Uint16ContainerConIter begin, Uint16ContainerConIter end, string& res) {
res.clear();
uint16_t ui;
while(begin != end) {
ui = *begin;
if(ui <= 0x7f) {
res += char(ui);
} else if(ui <= 0x7ff) {
res += char(((ui>>6) & 0x1f) | 0xc0);
res += char((ui & 0x3f) | 0x80);
} else {
res += char(((ui >> 12) & 0x0f )| 0xe0);
res += char(((ui>>6) & 0x3f )| 0x80 );
res += char((ui & 0x3f) | 0x80);
}
begin ++;
}
}
template <class Uint16Container>
bool GBKTrans(const char* const str, size_t len, Uint16Container& vec) {
vec.clear();
if(!str) {
return true;
}
size_t i = 0;
while(i < len) {
if(0 == (str[i] & 0x80)) {
vec.push_back(uint16_t(str[i]));
i++;
} else {
if(i + 1 < len) { //&& (str[i+1] & 0x80))
uint16_t tmp = (((uint16_t(str[i]) & 0x00ff ) << 8) | (uint16_t(str[i+1]) & 0x00ff));
vec.push_back(tmp);
i += 2;
} else {
return false;
}
}
}
return true;
}
template <class Uint16Container>
bool GBKTrans(const string& str, Uint16Container& vec) {
return GBKTrans(str.c_str(), str.size(), vec);
}
template <class Uint16ContainerConIter>
void GBKTrans(Uint16ContainerConIter begin, Uint16ContainerConIter end, string& res) {
res.clear();
//pair<char, char> pa;
char first, second;
while(begin != end) {
//pa = uint16ToChar2(*begin);
first = ((*begin)>>8) & 0x00ff;
second = (*begin) & 0x00ff;
if(first & 0x80) {
res += first;
res += second;
} else {
res += second;
}
begin++;
}
}
/*
* format example: "%Y-%m-%d %H:%M:%S"
*/
// inline void GetTime(const string& format, string& timeStr) {
// time_t timeNow;
// time(&timeNow);
// timeStr.resize(64);
// size_t len = strftime((char*)timeStr.c_str(), timeStr.size(), format.c_str(), localtime(&timeNow));
// timeStr.resize(len);
// }
inline string PathJoin(const string& path1, const string& path2) {
if(EndsWith(path1, "/")) {
return path1 + path2;
}
return path1 + "/" + path2;
}
}
#endif

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libchinese-segmentation/cppjieba/limonp/Thread.hpp
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#ifndef LIMONP_THREAD_HPP
#define LIMONP_THREAD_HPP
#include "Logging.hpp"
#include "NonCopyable.hpp"
namespace limonp {
class IThread: NonCopyable {
public:
IThread(): isStarted(false), isJoined(false) {
}
virtual ~IThread() {
if(isStarted && !isJoined) {
XCHECK(!pthread_detach(thread_));
}
};
virtual void Run() = 0;
void Start() {
XCHECK(!isStarted);
XCHECK(!pthread_create(&thread_, NULL, Worker, this));
isStarted = true;
}
void Join() {
XCHECK(!isJoined);
XCHECK(!pthread_join(thread_, NULL));
isJoined = true;
}
private:
static void * Worker(void * data) {
IThread * ptr = (IThread* ) data;
ptr->Run();
return NULL;
}
pthread_t thread_;
bool isStarted;
bool isJoined;
}; // class IThread
} // namespace limonp
#endif // LIMONP_THREAD_HPP

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libchinese-segmentation/cppjieba/limonp/ThreadPool.hpp
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#ifndef LIMONP_THREAD_POOL_HPP
#define LIMONP_THREAD_POOL_HPP
#include "Thread.hpp"
#include "BlockingQueue.hpp"
#include "BoundedBlockingQueue.hpp"
#include "Closure.hpp"
namespace limonp {
using namespace std;
//class ThreadPool;
class ThreadPool: NonCopyable {
public:
class Worker: public IThread {
public:
Worker(ThreadPool* pool): ptThreadPool_(pool) {
assert(ptThreadPool_);
}
virtual ~Worker() {
}
virtual void Run() {
while (true) {
ClosureInterface* closure = ptThreadPool_->queue_.Pop();
if (closure == NULL) {
break;
}
try {
closure->Run();
} catch(std::exception& e) {
XLOG(ERROR) << e.what();
} catch(...) {
XLOG(ERROR) << " unknown exception.";
}
delete closure;
}
}
private:
ThreadPool * ptThreadPool_;
}; // class Worker
ThreadPool(size_t thread_num)
: threads_(thread_num),
queue_(thread_num) {
assert(thread_num);
for(size_t i = 0; i < threads_.size(); i ++) {
threads_[i] = new Worker(this);
}
}
~ThreadPool() {
Stop();
}
void Start() {
for(size_t i = 0; i < threads_.size(); i++) {
threads_[i]->Start();
}
}
void Stop() {
for(size_t i = 0; i < threads_.size(); i ++) {
queue_.Push(NULL);
}
for(size_t i = 0; i < threads_.size(); i ++) {
threads_[i]->Join();
delete threads_[i];
}
threads_.clear();
}
void Add(ClosureInterface* task) {
assert(task);
queue_.Push(task);
}
private:
friend class Worker;
vector<IThread*> threads_;
BoundedBlockingQueue<ClosureInterface*> queue_;
}; // class ThreadPool
} // namespace limonp
#endif // LIMONP_THREAD_POOL_HPP

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libchinese-segmentation/cppjieba/limonp/limonp.pri
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INCLUDEPATH += $$PWD
HEADERS += \
$$PWD/ArgvContext.hpp \
$$PWD/BlockingQueue.hpp \
$$PWD/BoundedBlockingQueue.hpp \
$$PWD/BoundedQueue.hpp \
$$PWD/Closure.hpp \
$$PWD/Colors.hpp \
$$PWD/Condition.hpp \
$$PWD/Config.hpp \
$$PWD/FileLock.hpp \
$$PWD/ForcePublic.hpp \
$$PWD/LocalVector.hpp \
$$PWD/Logging.hpp \
$$PWD/Md5.hpp \
$$PWD/MutexLock.hpp \
$$PWD/NonCopyable.hpp \
$$PWD/StdExtension.hpp \
$$PWD/StringUtil.hpp \
$$PWD/Thread.hpp \
$$PWD/ThreadPool.hpp

1
libchinese-segmentation/development-files/header-files/ChineseSegmentation
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#include "chinese-segmentation.h"

1
libchinese-segmentation/development-files/header-files/HanZiToPinYin
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#include "hanzi-to-pinyin.h"

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libchinese-segmentation/dict/README.md
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# CppJieba字典
文件后缀名代表的是词典的编码方式。
比如filename.utf8 是 utf8编码，filename.gbk 是 gbk编码方式。
## 分词
### jieba.dict.utf8/gbk
作为最大概率法(MPSegment: Max Probability)分词所使用的词典。
### hmm_model.utf8/gbk
作为隐式马尔科夫模型(HMMSegment: Hidden Markov Model)分词所使用的词典。
__对于MixSegment(混合MPSegment和HMMSegment两者)则同时使用以上两个词典__
## 关键词抽取
### idf.utf8
IDF(Inverse Document Frequency)
在KeywordExtractor中，使用的是经典的TF-IDF算法，所以需要这么一个词典提供IDF信息。
### stop_words.utf8
停用词词典

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libchinese-segmentation/dict/jieba.dict.utf8
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libchinese-segmentation/dict/pinyinWithoutTone.txt
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libchinese-segmentation/dict/pos_dict/char_state_tab.utf8
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libchinese-segmentation/dict/pos_dict/prob_emit.utf8
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libchinese-segmentation/dict/pos_dict/prob_start.utf8
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#初始状态的概率
#格式
#状态:概率
B,a:-4.7623052146
B,ad:-6.68006603678
B,ag:-3.14e+100
B,an:-8.69708322302
B,b:-5.01837436211
B,bg:-3.14e+100
B,c:-3.42388018495
B,d:-3.97504752976
B,df:-8.88897423083
B,dg:-3.14e+100
B,e:-8.56355183039
B,en:-3.14e+100
B,f:-5.49163041848
B,g:-3.14e+100
B,h:-13.53336513
B,i:-6.11578472756
B,in:-3.14e+100
B,j:-5.05761912847
B,jn:-3.14e+100
B,k:-3.14e+100
B,l:-4.90588358466
B,ln:-3.14e+100
B,m:-3.6524299819
B,mg:-3.14e+100
B,mq:-6.7869530014
B,n:-1.69662577975
B,ng:-3.14e+100
B,nr:-2.23104959138
B,nrfg:-5.87372217541
B,nrt:-4.98564273352
B,ns:-2.8228438315
B,nt:-4.84609166818
B,nz:-3.94698846058
B,o:-8.43349870215
B,p:-4.20098413209
B,q:-6.99812385896
B,qe:-3.14e+100
B,qg:-3.14e+100
B,r:-3.40981877908
B,rg:-3.14e+100
B,rr:-12.4347528413
B,rz:-7.94611647157
B,s:-5.52267359084
B,t:-3.36474790945
B,tg:-3.14e+100
B,u:-9.1639172775
B,ud:-3.14e+100
B,ug:-3.14e+100
B,uj:-3.14e+100
B,ul:-3.14e+100
B,uv:-3.14e+100
B,uz:-3.14e+100
B,v:-2.67405848743
B,vd:-9.04472876024
B,vg:-3.14e+100
B,vi:-12.4347528413
B,vn:-4.33156108902
B,vq:-12.1470707689
B,w:-3.14e+100
B,x:-3.14e+100
B,y:-9.84448567586
B,yg:-3.14e+100
B,z:-7.04568111149
B,zg:-3.14e+100
E,a:-3.14e+100
E,ad:-3.14e+100
E,ag:-3.14e+100
E,an:-3.14e+100
E,b:-3.14e+100
E,bg:-3.14e+100
E,c:-3.14e+100
E,d:-3.14e+100
E,df:-3.14e+100
E,dg:-3.14e+100
E,e:-3.14e+100
E,en:-3.14e+100
E,f:-3.14e+100
E,g:-3.14e+100
E,h:-3.14e+100
E,i:-3.14e+100
E,in:-3.14e+100
E,j:-3.14e+100
E,jn:-3.14e+100
E,k:-3.14e+100
E,l:-3.14e+100
E,ln:-3.14e+100
E,m:-3.14e+100
E,mg:-3.14e+100
E,mq:-3.14e+100
E,n:-3.14e+100
E,ng:-3.14e+100
E,nr:-3.14e+100
E,nrfg:-3.14e+100
E,nrt:-3.14e+100
E,ns:-3.14e+100
E,nt:-3.14e+100
E,nz:-3.14e+100
E,o:-3.14e+100
E,p:-3.14e+100
E,q:-3.14e+100
E,qe:-3.14e+100
E,qg:-3.14e+100
E,r:-3.14e+100
E,rg:-3.14e+100
E,rr:-3.14e+100
E,rz:-3.14e+100
E,s:-3.14e+100
E,t:-3.14e+100
E,tg:-3.14e+100
E,u:-3.14e+100
E,ud:-3.14e+100
E,ug:-3.14e+100
E,uj:-3.14e+100
E,ul:-3.14e+100
E,uv:-3.14e+100
E,uz:-3.14e+100
E,v:-3.14e+100
E,vd:-3.14e+100
E,vg:-3.14e+100
E,vi:-3.14e+100
E,vn:-3.14e+100
E,vq:-3.14e+100
E,w:-3.14e+100
E,x:-3.14e+100
E,y:-3.14e+100
E,yg:-3.14e+100
E,z:-3.14e+100
E,zg:-3.14e+100
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5222
libchinese-segmentation/dict/pos_dict/prob_trans.utf8
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1534
libchinese-segmentation/dict/stop_words.utf8
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4
libchinese-segmentation/dict/user.dict.utf8
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@ -1,4 +0,0 @@
云计算
韩玉鉴赏
蓝翔 nz
区块链 10 nz

29
libchinese-segmentation/hanzi-to-pinyin-private.h
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@ -1,29 +0,0 @@
#ifndef HANZITOPINYINPRIVATE_H
#define HANZITOPINYINPRIVATE_H
#include <QtCore/qglobal.h>
#include "cppjieba/PinYinTrie.hpp"
#include "hanzi-to-pinyin.h"
#define PINYINMANAGER_EXPORT Q_DECL_IMPORT
using namespace std;
class PINYINMANAGER_EXPORT HanZiToPinYinPrivate
{
public:
HanZiToPinYinPrivate(HanZiToPinYin *parent = nullptr);
~HanZiToPinYinPrivate();
public:
template <typename T>
bool isMultiTone(T &&t) {return m_pinYinTrie->isMultiTone(std::forward<T>(t));}
bool contains(string &word);
int getResults(string word, QStringList &results);
private:
cppjieba::PinYinTrie *m_pinYinTrie = nullptr;
HanZiToPinYin *q = nullptr;
};
#endif // HANZITOPINYINPRIVATE_H

83
libchinese-segmentation/hanzi-to-pinyin.cpp
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@ -1,83 +0,0 @@
#include "hanzi-to-pinyin.h"
#include "hanzi-to-pinyin-private.h"
#include <mutex>
HanZiToPinYin * HanZiToPinYin::g_pinYinManager = nullptr;
std::once_flag g_singleFlag;
bool HanZiToPinYinPrivate::contains(string &word)
{
return m_pinYinTrie->contains(word);
}
int HanZiToPinYinPrivate::getResults(string word, QStringList &results)
{
results.clear();
if (-1 != m_pinYinTrie->getMultiTonResults(word, results)) {
return 0;
}
QString tmp;
if (-1 != m_pinYinTrie->getSingleTonResult(word, tmp)) {
results.append(tmp);
return 0;
}
return -1;
}
HanZiToPinYinPrivate::HanZiToPinYinPrivate(HanZiToPinYin *parent) : q(parent)
{
const char * const PINYIN_PATH = "/usr/share/ukui-search/res/dict/pinyinWithoutTone.txt";
m_pinYinTrie = new cppjieba::PinYinTrie(PINYIN_PATH);
}
HanZiToPinYinPrivate::~HanZiToPinYinPrivate()
{
if (m_pinYinTrie){
delete m_pinYinTrie;
m_pinYinTrie = nullptr;
}
}
HanZiToPinYin * HanZiToPinYin::getInstance()
{
call_once(g_singleFlag, []() {
g_pinYinManager = new HanZiToPinYin;
});
return g_pinYinManager;
}
bool HanZiToPinYin::contains(string &word)
{
return d->contains(word);
}
bool HanZiToPinYin::isMultiTone(string &word)
{
return d->isMultiTone(word);
}
bool HanZiToPinYin::isMultiTone(string &&word)
{
return d->isMultiTone(word);
}
bool HanZiToPinYin::isMultiTone(const string &word)
{
return d->isMultiTone(word);
}
bool HanZiToPinYin::isMultiTone(const string &&word)
{
return d->isMultiTone(word);
}
int HanZiToPinYin::getResults(string word, QStringList &results)
{
return d->getResults(word, results);
}
HanZiToPinYin::HanZiToPinYin() : d(new HanZiToPinYinPrivate)
{
}

53
libchinese-segmentation/hanzi-to-pinyin.h
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@ -1,53 +0,0 @@
#ifndef HANZITOPINYIN_H
#define HANZITOPINYIN_H
#include <QtCore/qglobal.h>
//#include "cppjieba/PinYinTrie.hpp"
#include <QStringList>
#define PINYINMANAGER_EXPORT Q_DECL_IMPORT
using namespace std;
class HanZiToPinYinPrivate;
class PINYINMANAGER_EXPORT HanZiToPinYin
{
public:
static HanZiToPinYin * getInstance();
public:
/**
* @brief HanZiToPinYin::isMultiTone 判断是否为多音字（只支持单字）
* @param word 要判断的字
* @return bool 不是多音字或不是单字返回false
*/
bool isMultiTone(string &word);
bool isMultiTone(string &&word);
bool isMultiTone(const string &word);
bool isMultiTone(const string &&word);
/**
* @brief HanZiToPinYin::contains 查询某个字是否有拼音（是否在数据库包含，只支持单字）
* @param word 要查询的字
* @return bool 数据库不包含或不是单字返回false
*/
bool contains(string &word);
/**
* @brief HanZiToPinYin::getResults 获取某个字的拼音（只支持单字）
* @param word 要获取拼音的字
* @param results word的拼音列表（有可能多音字），每次调用results会清空
* @return int 获取到返回0，否则返回-1
*/
int getResults(string word, QStringList &results);
protected:
HanZiToPinYin();
~HanZiToPinYin();
HanZiToPinYin(const HanZiToPinYin&) = delete;
HanZiToPinYin& operator =(const HanZiToPinYin&) = delete;
private:
static HanZiToPinYin *g_pinYinManager;
HanZiToPinYinPrivate *d = nullptr;
};
#endif // PINYINMANAGER_H

84
libchinese-segmentation/libchinese-segmentation.pro
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@ -1,84 +0,0 @@
QT -= gui
VERSION = 1.0.0
TARGET = chinese-segmentation
TEMPLATE = lib
DEFINES += LIBCHINESESEGMENTATION_LIBRARY
CONFIG += c++11 create_pc create_prl no_install_prl
# The following define makes your compiler emit warnings if you use
# any Qt feature that has been marked deprecated (the exact warnings
# depend on your compiler). Please consult the documentation of the
# deprecated API in order to know how to port your code away from it.
DEFINES += QT_DEPRECATED_WARNINGS
QMAKE_CXXFLAGS += -Werror=return-type -Werror=return-local-addr
#QMAKE_CXXFLAGS += -Werror=uninitialized
QMAKE_CXXFLAGS += -execution-charset:utf-8
# You can also make your code fail to compile if it uses deprecated APIs.
# In order to do so, uncomment the following line.
# You can also select to disable deprecated APIs only up to a certain version of Qt.
#DEFINES += QT_DISABLE_DEPRECATED_BEFORE=0x060000 # disables all the APIs deprecated before Qt 6.0.0
include(cppjieba/cppjieba.pri)
#LIBS += -L/usr/local/lib/libjemalloc -ljemalloc
SOURCES += \
chinese-segmentation.cpp \
hanzi-to-pinyin.cpp
HEADERS += \
chinese-segmentation-private.h \
chinese-segmentation.h \
common-struct.h \
hanzi-to-pinyin-private.h \
hanzi-to-pinyin.h \
libchinese-segmentation_global.h
dict_files.path = /usr/share/ukui-search/res/dict/
dict_files.files = $$PWD/dict/*.utf8\
dict_files.files += $$PWD/dict/pos_dict/*.utf8\
dict_files.files += $$PWD/dict/*.txt\
INSTALLS += \
dict_files \
# Default rules for deployment.
unix {
target.path = $$[QT_INSTALL_LIBS]
QMAKE_PKGCONFIG_NAME = chinese-segmentation
QMAKE_PKGCONFIG_DESCRIPTION = chinese-segmentation Header files
QMAKE_PKGCONFIG_VERSION = $$VERSION
QMAKE_PKGCONFIG_LIBDIR = $$target.path
QMAKE_PKGCONFIG_DESTDIR = pkgconfig
QMAKE_PKGCONFIG_INCDIR = /usr/include/chinese-seg
QMAKE_PKGCONFIG_CFLAGS += -I/usr/include/chinese-seg
!isEmpty(target.path): INSTALLS += target
header.path = /usr/include/chinese-seg
header.files += chinese-segmentation.h libchinese-segmentation_global.h common-struct.h hanzi-to-pinyin.h
header.files += development-files/header-files/*
# headercppjieba.path = /usr/include/chinese-seg/cppjieba/
# headercppjieba.files = cppjieba/*
INSTALLS += header
}
#DISTFILES += \
# jiaba/jieba.pri
DISTFILES += \
dict/README.md \
dict/hmm_model.utf8 \
dict/idf.utf8 \
dict/jieba.dict.utf8 \
dict/pos_dict/char_state_tab.utf8 \
dict/pos_dict/prob_emit.utf8 \
dict/pos_dict/prob_start.utf8 \
dict/pos_dict/prob_trans.utf8 \
dict/stop_words.utf8 \
dict/user.dict.utf8 \
dict/pinyinWithoutTone.txt \
development-files/header-files/* \

32
libchinese-segmentation/libchinese-segmentation_global.h
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@ -1,32 +0,0 @@
/*
* Copyright (C) 2020, KylinSoft Co., Ltd.
*
* This program is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* This program is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with this program. If not, see <https://www.gnu.org/licenses/>.
*
* Authors: zhangzihao <zhangzihao@kylinos.cn>
* Modified by: zhangpengfei <zhangpengfei@kylinos.cn>
*
*/
#ifndef CHINESESEGMENTATION_GLOBAL_H
#define CHINESESEGMENTATION_GLOBAL_H
#include <QtCore/qglobal.h>
#if defined(CHINESESEGMENTATION_LIBRARY)
# define CHINESESEGMENTATION_EXPORT Q_DECL_EXPORT
#else
# define CHINESESEGMENTATION_EXPORT Q_DECL_IMPORT
#endif
#endif // CHINESESEGMENTATION_GLOBAL_H