Optimization of IDF dictionary loading mode; Limit the maximum number of words segmentation; Other optimization;

This commit is contained in:
rookie-J 2021-06-23 15:50:19 +08:00
parent 660e81ccc0
commit bbf27b9d5f
19 changed files with 309 additions and 96 deletions

View File

@ -33,6 +33,19 @@ struct DatElement {
}
};
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;
}
};
inline std::ostream & operator << (std::ostream& os, const DatElement & elem) {
return os << "word=" << elem.word << "/tag=" << elem.tag << "/weight=" << elem.weight;
}
@ -91,13 +104,24 @@ public:
JiebaDAT::result_pair_type find_result;
dat_.exactMatchSearch(key.c_str(), find_result);
if ((0 == find_result.length) || (find_result.value < 0) || (find_result.value >= elements_num_)) {
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 ];
}
void Find(RuneStrArray::const_iterator begin, RuneStrArray::const_iterator end,
vector<struct DatDag>&res, size_t max_word_len) const {
@ -119,7 +143,7 @@ public:
for (std::size_t idx = 0; idx < num_results; ++idx) {
auto & match = result_pairs[idx];
if ((match.value < 0) || (match.value >= elements_num_)) {
if ((match.value < 0) || ((size_t)match.value >= elements_num_)) {
continue;
}
@ -156,6 +180,11 @@ public:
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 InitAttachDat(const string & dat_cache_file, const string & md5) {
mmap_fd_ = ::open(dat_cache_file.c_str(), O_RDONLY);
@ -187,6 +216,37 @@ public:
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;
}
private:
void BuildDatCache(vector<DatElement>& elements, const string & dat_cache_file, const string & md5) {
std::sort(elements.begin(), elements.end());
@ -240,12 +300,62 @@ private:
}
}
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);
}
}
DatTrie(const DatTrie &);
DatTrie &operator=(const DatTrie &);
private:
JiebaDAT dat_;
const DatMemElem * elements_ptr_ = nullptr;
const double * idf_elements_ptr_= nullptr;
size_t elements_num_ = 0;
double min_weight_ = 0;

View File

@ -130,7 +130,7 @@ private:
dat_cache_path = /*dict_path*/"/tmp/" + md5 + "." + to_string(user_word_weight_opt) + ".dat_cache";
}
QString path = QString::fromStdString(dat_cache_path);
qDebug() << "#########path:" << path;
qDebug() << "#########Dict path:" << path;
if (dat_.InitAttachDat(dat_cache_path, md5)) {
LoadUserDict(user_dict_paths, false); // for load user_dict_single_chinese_word_;
total_dict_size_ = file_size_sum;

View File

@ -138,10 +138,10 @@ private:
size_t now, old, stat;
double tmp, endE, endS;
//vector<int> path(XYSize);
//vector<double> weight(XYSize);
int path[XYSize];
double weight[XYSize];
vector<int> path(XYSize);
vector<double> weight(XYSize);
//int path[XYSize];
//double weight[XYSize];
//start
for (size_t y = 0; y < Y; y++) {

View File

@ -0,0 +1,134 @@
#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);
}
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);
}
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_;
}
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);
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)) {
total_dict_size_ = file_size_sum;
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);
total_dict_size_ = file_size_sum;
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_;
unordered_set<Rune> user_dict_single_chinese_word_;
};
}

View File

@ -21,7 +21,7 @@ public:
mix_seg_(&dict_trie_, &model_, stopWordPath),
full_seg_(&dict_trie_),
query_seg_(&dict_trie_, &model_, stopWordPath),
extractor(&dict_trie_, &model_, idfPath, stopWordPath){ }
extractor(&dict_trie_, &model_, idfPath, dat_cache_path,stopWordPath){ }
~Jieba() { }
void Cut(const string& sentence, vector<string>& words, bool hmm = true) const {

View File

@ -2,6 +2,7 @@
#include <cmath>
#include "MixSegment.hpp"
#include "IdfTrie.hpp"
namespace cppjieba {
@ -11,18 +12,14 @@ using namespace std;
/*utf8*/
class KeywordExtractor {
public:
// struct Word {
// string word;
// vector<size_t> offsets;
// double weight;
// }; // struct Word
KeywordExtractor(const DictTrie* dictTrie,
const HMMModel* model,
const string& idfPath,
const string& dat_cache_path,
const string& stopWordPath)
: segment_(dictTrie, model, stopWordPath) {
LoadIdfDict(idfPath);
: segment_(dictTrie, model, stopWordPath),
idf_trie_(idfPath,dat_cache_path){
}
~KeywordExtractor() {
}
@ -63,12 +60,11 @@ public:
keywords.reserve(wordmap.size());
for (unordered_map<string, KeyWord>::iterator itr = wordmap.begin(); itr != wordmap.end(); ++itr) {
unordered_map<string, double>::const_iterator cit = idfMap_.find(itr->first);//IDF词典查找
if (cit != idfMap_.end()) {
itr->second.weight *= cit->second;
double idf = idf_trie_.Find(itr->first);
if (-1 != idf) {//IDF词典查找
itr->second.weight *= idf;
} else {
itr->second.weight *= idfAverage_;
itr->second.weight *= idf_trie_.idfAverage_;
}
itr->second.word = itr->first;
@ -80,51 +76,13 @@ public:
keywords.resize(topN);
}
private:
void LoadIdfDict(const string& idfPath) {
ifstream ifs(idfPath.c_str());
if(not ifs.is_open()){
return ;
}
XCHECK(ifs.is_open()) << "open " << idfPath << " failed";
string line ;
vector<string> buf;
double idf = 0.0;
double idfSum = 0.0;
size_t lineno = 0;
for (; getline(ifs, line); lineno++) {
buf.clear();
if (line.empty()) {
XLOG(ERROR) << "lineno: " << lineno << " empty. skipped.";
continue;
}
Split(line, buf, " ");
if (buf.size() != 2) {
XLOG(ERROR) << "line: " << line << ", lineno: " << lineno << " empty. skipped.";
continue;
}
idf = atof(buf[1].c_str());
idfMap_[buf[0]] = idf;
idfSum += idf;
}
assert(lineno);
idfAverage_ = idfSum / lineno;
assert(idfAverage_ > 0.0);
}
static bool Compare(const KeyWord& lhs, const KeyWord& rhs) {
return lhs.weight > rhs.weight;
}
MixSegment segment_;
unordered_map<string, double> idfMap_;
double idfAverage_;
IdfTrie idf_trie_;
unordered_set<Rune> symbols_;
}; // class KeywordExtractor

View File

@ -156,8 +156,9 @@ public:
// 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)) {
while (j < (words.size() - 1)
&& words[j].left == words[j].right
&& !mpSeg_.IsUserDictSingleChineseWord(words[j].left->rune)) {
j++;
}

View File

@ -71,7 +71,7 @@ public:
cursor_ ++;
}
}
int num = 0;
while (cursor_ != sentence_.end()) {
if (cursor_->rune == 0x20) {
if (wordRange.left == cursor_) {
@ -83,6 +83,11 @@ public:
}
cursor_ ++;
num++;
if (num >= 1024) { //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();

View File

@ -97,24 +97,6 @@ inline RuneArray DecodeRunesInString(const string& s) {
//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) {
/*
RuneArray arr;
if (not DecodeRunesInString(s, arr)) {
return false;
}
runes.clear();
uint32_t offset = 0;
for (uint32_t i = 0; i < arr.size(); ++i) {
const uint32_t len = limonp::UnicodeToUtf8Bytes(arr[i]);
RuneInfo x(arr[i], offset, len, i, 1);
runes.push_back(x);
offset += len;
}
*/
uint32_t tmp;
uint32_t offset = 0;

View File

@ -2,6 +2,7 @@ INCLUDEPATH += $$PWD
HEADERS += \
$$PWD/DictTrie.hpp \
$$PWD/IdfTrie.hpp \
$$PWD/FullSegment.hpp \
$$PWD/HMMModel.hpp \
$$PWD/HMMSegment.hpp \
@ -17,5 +18,4 @@ HEADERS += \
$$PWD/TextRankExtractor.hpp \
$$PWD/Trie.hpp \
$$PWD/Unicode.hpp
include(limonp/limonp.pri)

View File

@ -19,6 +19,8 @@ DEFINES += QT_DEPRECATED_WARNINGS
#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 \

View File

@ -108,12 +108,14 @@ void ConstructDocumentForContent::run() {
FileReader::getTextContent(m_path, content);
if(content.isEmpty())
return;
QString uniqueterm = QString::fromStdString(FileUtils::makeDocUterm(m_path));
QString upTerm = QString::fromStdString(FileUtils::makeDocUterm(m_path.section("/", 0, -2, QString::SectionIncludeLeadingSep)));
//QString uniqueterm = QString::fromStdString(FileUtils::makeDocUterm(m_path));
//QString upTerm = QString::fromStdString(FileUtils::makeDocUterm(m_path.section("/", 0, -2, QString::SectionIncludeLeadingSep)));
Document doc;
doc.setData(content);
doc.setUniqueTerm(uniqueterm);
doc.addTerm(upTerm);
//doc.setUniqueTerm(uniqueterm);
doc.setUniqueTerm(FileUtils::makeDocUterm(m_path));
//doc.addTerm(upTerm);
doc.addTerm(FileUtils::makeDocUterm(m_path.section("/", 0, -2, QString::SectionIncludeLeadingSep)));
doc.addValue(m_path);
//'\xEF\xBC\x8C' is "" "\xE3\x80\x82" is "。" use three " " to replace ,to ensure the offset info.
@ -131,6 +133,7 @@ void ConstructDocumentForContent::run() {
IndexGenerator::_mutex_doc_list_content.unlock();
content.clear();
content.squeeze();
term.clear();
term.shrink_to_fit();
return;

View File

@ -37,7 +37,7 @@ void Document::addPosting(std::string term, QVector<size_t> offset, int weight)
}
}
void Document::addPosting(std::string term, std::vector<size_t> offset, int weight) {
void Document::addPosting(std::string &term, std::vector<size_t> &offset, int weight) {
if(term == "")
return;
if(term.length() > 240)
@ -63,6 +63,12 @@ void Document::addTerm(QString term) {
m_document.add_term(term.toStdString());
}
void Document::addTerm(std::string term) {
if(term.empty())
return;
m_document.add_term(term);
}
void Document::addValue(QString value) {
m_document.add_value(1, value.toStdString());
}
@ -73,12 +79,20 @@ void Document::setUniqueTerm(QString term) {
m_document.add_term(term.toStdString());
// m_unique_term = new QString(term);
m_unique_term = std::move(term);
m_unique_term = std::move(term.toStdString());
}
void Document::setUniqueTerm(std::string term) {
if(term.empty())
return;
m_document.add_term(term);
m_unique_term = term;
}
std::string Document::getUniqueTerm() {
// qDebug()<<"m_unique_term!"<<*m_unique_term;
// qDebug() << QString::fromStdString(m_unique_term.toStdString());
return m_unique_term.toStdString();
return m_unique_term;//.toStdString();
}
void Document::setIndexText(QStringList indexText) {

View File

@ -41,11 +41,13 @@ public:
}
void setData(QString &data);
void addPosting(std::string term, QVector<size_t> offset, int weight = 1);
void addPosting(std::string term, std::vector<size_t> offset, int weight = 1);
void addPosting(std::string &term, std::vector<size_t> &offset, int weight = 1);
void addPosting(std::string term, unsigned int offset, int weight = 1);
void addTerm(QString term);
void addTerm(std::string term);
void addValue(QString value);
void setUniqueTerm(QString term);
void setUniqueTerm(std::string term);
std::string getUniqueTerm();
void setIndexText(QStringList indexText);
QStringList getIndexText();
@ -53,7 +55,8 @@ public:
private:
Xapian::Document m_document;
QStringList m_index_text;
QString m_unique_term;
//QString m_unique_term;
std::string m_unique_term;
};
}

View File

@ -154,7 +154,6 @@ void FirstIndex::run() {
++FileUtils::_index_status;
pid_t pid;
pid = fork();
if(pid == 0) {
@ -235,6 +234,7 @@ void FirstIndex::run() {
qDebug() << "content index end;";
sem.release(2);
});
mutex1.lock();
mutex2.lock();
mutex3.lock();

View File

@ -29,7 +29,7 @@
#include "index-generator.h"
#include "chinese-segmentation.h"
#include <QStandardPaths>
#include <malloc.h>
#define INDEX_PATH (QStandardPaths::writableLocation(QStandardPaths::HomeLocation)+"/.config/org.ukui/ukui-search/index_data").toStdString()
#define CONTENT_INDEX_PATH (QStandardPaths::writableLocation(QStandardPaths::HomeLocation)+"/.config/org.ukui/ukui-search/content_index_data").toStdString()
@ -127,11 +127,11 @@ bool IndexGenerator::creatAllIndex(QQueue<QString> *messageList) {
// GlobalSettings::getInstance()->setValue(CONTENT_INDEX_DATABASE_STATE, "2");
// FileUtils::_index_status &= ~0x2;
qDebug() << "finish creatAllIndex for content";
IndexGenerator::_doc_list_content.clear();
IndexGenerator::_doc_list_content.squeeze();
QVector<Document>().swap(IndexGenerator::_doc_list_content);
// delete _doc_list_content;
// _doc_list_content = nullptr;
malloc_trim(0);
}
Q_EMIT this->transactionFinished();
return true;

View File

@ -33,7 +33,7 @@ include(plugininterface/plugin-interface.pri)
include(pluginmanage/plugin-manager.pri)
LIBS += -L$$OUT_PWD/../libchinese-segmentation/ -lchinese-segmentation
LIBS += -lxapian -lquazip5 -luchardet
LIBS += -lxapian -lquazip5 -luchardet #-L/usr/local/lib/libjemalloc -ljemalloc
SOURCES += \
file-utils.cpp \

View File

@ -9,7 +9,7 @@ TEMPLATE = app
PKGCONFIG += gio-2.0 glib-2.0 gio-unix-2.0
CONFIG += c++11 link_pkgconfig no_keywords lrelease
LIBS += -lxapian -lgsettings-qt -lquazip5 -lX11
LIBS += -lukui-log4qt
#LIBS += -lukui-log4qt -L/usr/local/lib/libjemalloc -ljemalloc
# 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

View File

@ -19,3 +19,4 @@ src.depends = libsearch
CONFIG += ordered