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/* Copyright (C) 2023 J.F.Dockes
* 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 2 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, write to the
* Free Software Foundation, Inc.,
* 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA.
*/
// Specialized Chinese text splitter using Jieba running in a Python subprocess.
// https://github.com/fxsjy/jieba/
#include "autoconfig.h"
#include "cnsplitter.h"
#include <iostream>
#include <string>
#include <mutex>
#include <algorithm>
#include "textsplit.h"
//#define LOGGER_LOCAL_LOGINC 3
#include "log.h"
//#define UTF8ITER_CHECK
#include "utf8iter.h"
#include "smallut.h"
#include "rclconfig.h"
#include "cmdtalk.h"
using namespace std;
// Separator char used in words and tags lists sent by the subprocess
static const string sepchars("\t");
#define LOGCN LOGDEB1
using StrSz = std::string::size_type;
struct WordAndPos {
WordAndPos(const std::string& w, int s, int e)
: word(w), startpos(s), endpos(e) {}
std::string word;
size_t startpos;
size_t endpos;
};
// Characters which will trigger a return to the caller: don't do it for ascii punctuation or
// control chars: only do it for ASCII alphanum or non chinese unicode. 160 is nbsp.
#define ISASCIIPUNCTORCTL(c) ((c <= 0x7f || c == 160) && \
! ((c >= 'A' && c <= 'Z') || \
(c >= 'a' && c <= 'z') || \
(c >= '0' && c <= '9')))
static bool o_starterror{false};
static string o_cmdpath;
static vector<string> o_cmdargs;
static string o_taggername{"Jieba"};
static bool o_noreturn{false};
// Jieba processes are expensive, we maintain a cache.
static std::mutex o_mutex;
static std::vector<CmdTalk*> o_talkers;
void cnStaticConfInit(RclConfig *config, const string& tagger)
{
LOGDEB0("cnStaticConfInit\n");
std::vector<std::string> cmdvec{"cnsplitter.py"};
if (config->processFilterCmd(cmdvec)) {
auto it = cmdvec.begin();
o_cmdpath = *it++;
o_cmdargs.clear();
o_cmdargs.insert(o_cmdargs.end(), it, cmdvec.end());
} else {
LOGERR("cnStaticConfInit: cnsplitter.py Python script not found.\n");
o_starterror = true;
return;
}
o_taggername = tagger;
config->getConfParam("cntnoreturn", &o_noreturn);
LOGINF("cnStaticConfInit: tagger name " << tagger << " cmd " << o_cmdpath << " args " <<
stringsToString(o_cmdargs) << " cntnoreturn " << o_noreturn << "\n")
}
class CNSplitter::Internal {
public:
Internal() = default;
~Internal() {
if (talker)
o_talkers.push_back(talker);
}
// Either get the Python subprocess from the cache or start it.
bool initCmd() {
std::unique_lock<std::mutex> mylock(o_mutex);
if (o_starterror) {
// No use retrying
return false;
}
if (talker)
return true;
if (!o_talkers.empty()) {
talker = o_talkers.back();
o_talkers.pop_back();
return true;
}
if (nullptr == (talker = new CmdTalk(300))) {
o_starterror = true;
return false;
}
if (!talker->startCmd(o_cmdpath, o_cmdargs)) {
delete talker;
talker = nullptr;
o_starterror = true;
return false;
}
return true;
}
CmdTalk *talker{nullptr};
};
CNSplitter::CNSplitter(TextSplit& sink)
: ExtSplitter(sink), m(std::make_unique<Internal>())
{
}
CNSplitter::~CNSplitter()
{
}
bool CNSplitter::text_to_words(Utf8Iter& it, unsigned int *cp, int& wordpos)
{
LOGDEB0("CNSplitter::text_to_words: wordpos " << wordpos << "\n");
int flags = m_sink.flags();
if (!m->initCmd() || nullptr == m->talker) {
return false;
}
unsigned int c = 0;
// Args for the cmdtalk input to our subprocess.
unordered_map<string, string> args;
// Input data. We use a reference to the string to avoid a copy
args.insert(pair<string,string>{"data", string()});
string& inputdata(args.begin()->second);
// We send the tagger name every time but it's only used the first
// one: can't change it after init. We could avoid sending it
// every time, but I don't think that the performance hit is
// significant
args.insert(pair<string,string>{"tagger", o_taggername});
// We keep a Unicode character offset to byte offset translation
std::vector<size_t> chartobyte;
// And we record the page breaks (TBD use it !)
std::vector<size_t> pagebreaks;
// Walk the Chinese characters section, and accumulate tagger input.
for (; !it.eof() && !it.error(); it++) {
c = *it;
if (!o_noreturn && !TextSplit::isCHINESE(c) && !ISASCIIPUNCTORCTL(c)) {
// Non-Chinese: we keep on if encountering space and other ASCII punctuation. Allows
// sending longer pieces of text to the splitter (perf). Else break, process this piece,
// and return to the main splitter
//LOGINF("cn_to_words: broke on [" << (std::string)it << "] code " << c << "\n");
break;
} else {
if (c == '\f') {
inputdata += ' ';
pagebreaks.push_back(chartobyte.size());
} else {
if (ISASCIIPUNCTORCTL(c)) {
inputdata += ' ';
} else {
if (TextSplit::whatcc(c) == TextSplit::SPACE) {
// Avoid Jieba returning tokens for punctuation. Easier to remove here than
// later
inputdata += ' ';
} else {
it.appendchartostring(inputdata);
}
}
}
chartobyte.push_back(it.getBpos());
}
}
chartobyte.push_back(it.getBpos());
LOGCN("CNSplitter::text_to_words: send " << inputdata.size() << " bytes " << inputdata << "\n");
// Have the worker analyse the data, check that we get a result,
unordered_map<string,string> result;
if (!m->talker->talk(args, result)) {
LOGERR("Python splitter for Chinese failed for [" << inputdata << "]\n");
return false;
}
// Split the resulting words and positions string into vectors of structs.
auto resit = result.find("wordsandpos");
if (resit == result.end()) {
LOGERR("No values found in output from Python splitter for Chinese.\n");
return false;
}
char *data = const_cast<char *>(resit->second.c_str());
vector<WordAndPos> words;
char *saveptr{nullptr};
for (;;) {
auto w = strtok_r(data, "\t", &saveptr);
data = nullptr;
if (nullptr == w) {
break;
}
auto s = strtok_r(nullptr, "\t", &saveptr);
if (nullptr == s) {
break;
}
auto e = strtok_r(nullptr, "\t", &saveptr);
if (nullptr == e) {
break;
}
std::string word(w);
trimstring(word);
if (word.empty())
continue;
if (int(word.size()) > m_sink.maxwordlength()) {
LOGDEB1("CNSplitter: discarding long word [" << word << "]\n");
continue;
}
words.emplace_back(w, atoi(s), atoi(e));
}
// The splitter sends words and spans. Jieba emits spans after the words they cover, but we
// prefer spans first
std::sort(words.begin(), words.end(), [](WordAndPos& a, WordAndPos& b) {
return a.startpos < b.startpos || ((a.startpos == b.startpos) && (a.endpos > b.endpos));
});
// Process the words and positions
size_t wstart{0}, spanend{0};
size_t pagebreakidx{0};
for (const auto& wc : words) {
LOGCN(wc.word << " " << wc.startpos << " " << wc.endpos << "\n");
// startpos is monotonic because it's the 1st sort key.
if (wc.startpos > wstart) {
wstart = wc.startpos;
wordpos++;
}
if (pagebreakidx < pagebreaks.size() && wc.startpos > pagebreaks[pagebreakidx]) {
m_sink.newpage(wordpos);
pagebreakidx++;
}
if (wc.endpos > spanend) {
spanend = wc.endpos;
LOGCN("SPAN " << wc.word << " AT POS " << wordpos << "\n");
if (!m_sink.takeword(wc.word, wordpos, chartobyte[wc.startpos], chartobyte[wc.endpos])) {
return false;
}
} else {
// This word is covered by a span
LOGCN("WORD " << wc.word << " AT POS " << wordpos << "\n");
if (!(flags & TextSplit::TXTS_ONLYSPANS) &&
!m_sink.takeword(wc.word, wordpos, chartobyte[wc.startpos], chartobyte[wc.endpos])) {
return false;
}
}
}
wordpos++;
// Return the found non-chinese Unicode character value. The current input byte offset is kept
// in the utf8Iter
*cp = c;
return true;
}
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