FunASR/funasr/runtime/rapidpunc/sources/tokenizer.cpp
2023-04-21 21:57:12 +08:00

277 lines
4.5 KiB
C++

#include "precomp.h"
CRpTokenizer::CRpTokenizer(const char* szYmlFile):m_Ready(false)
{
OpenYaml(szYmlFile);
}
CRpTokenizer::CRpTokenizer():m_Ready(false)
{
}
void CRpTokenizer::read_yml(const YAML::Node& node)
{
if (node.IsMap())
{//ÊÇmapÂð
for (auto it = node.begin(); it != node.end(); ++it)
{
//cout << (it->first).as<string>() << ':';
//if ((it->first).as<string>() == "results") {
// cout << endl;;
//}
read_yml(it->second);
}
}
if (node.IsSequence()) {//ÊÇÊý×éÂð
for (size_t i = 0; i < node.size(); ++i) {
//cout << '\t';
read_yml(node[i]);
}
}
if (node.IsScalar()) {//ÊDZêÁ¿Âð
cout << node.as<string>() << endl;
}
}
bool CRpTokenizer::OpenYaml(const char* szYmlFile)
{
YAML::Node m_Config = YAML::LoadFile(szYmlFile);
if (m_Config.IsNull())
return false;
try
{
auto Tokens = m_Config["token_list"];
if (Tokens.IsSequence())
{
for (size_t i = 0; i < Tokens.size(); ++i)
{
//cout << '\t';
if (Tokens[i].IsScalar())
{
m_ID2Token.push_back(Tokens[i].as<string>());
//cout << Tokens[i].as<string>() << endl;
m_Token2ID.insert(make_pair<string, int>(Tokens[i].as<string>(), i));
}
}
}
auto Puncs = m_Config["punc_list"];
if (Puncs.IsSequence())
{
for (size_t i = 0; i < Puncs.size(); ++i)
{
if (Puncs[i].IsScalar())
{
m_ID2Punc.push_back(Puncs[i].as<string>());
m_Punc2ID.insert(make_pair<string, int>(Puncs[i].as<string>(), i));
//cout << Puncs[i].as<string>() << endl;
}
}
}
}
catch (YAML::BadFile& e) {
std::cout << "read error!" << std::endl;
return false;
}
//std::cout << "Node type " << m_Config.Type() << std::endl;
m_Ready = true;
return m_Ready;
}
vector<string> CRpTokenizer::ID2String(vector<int> Input)
{
vector<string> result;
for (auto& item : Input)
{
result.push_back(m_ID2Token[item]);
}
return result;
}
int CRpTokenizer::String2ID(string Input)
{
int nID = 0; // <blank>
if (m_Token2ID.find(Input) != m_Token2ID.end())
nID=(m_Token2ID[Input]);
else
nID=(m_Token2ID[UNK_CHAR]);
return nID;
}
vector<int> CRpTokenizer::String2IDs(vector<string> Input)
{
vector<int> result;
for (auto& item : Input)
{
transform(item.begin(), item.end(), item.begin(), ::tolower);
if (m_Token2ID.find(item) != m_Token2ID.end())
result.push_back(m_Token2ID[item]);
else
result.push_back(m_Token2ID[UNK_CHAR]);
}
return result;
}
vector<string> CRpTokenizer::ID2Punc(vector<int> Input)
{
vector<string> result;
for (auto& item : Input)
{
result.push_back(m_ID2Punc[item]);
}
return result;
}
string CRpTokenizer::ID2Punc(int nPuncID)
{
return m_ID2Punc[nPuncID];
}
vector<int> CRpTokenizer::Punc2IDs(vector<string> Input)
{
vector<int> result;
for (auto& item : Input)
{
result.push_back(m_Punc2ID[item]);
}
return result;
}
vector<string> CRpTokenizer::SplitChineseString(const string & strInfo)
{
vector<string> list;
int strSize = strInfo.size();
int i = 0;
while (i < strSize) {
int len = 1;
for (int j = 0; j < 6 && (strInfo[i] & (0x80 >> j)); j++) {
len = j + 1;
}
list.push_back(strInfo.substr(i, len));
i += len;
}
return list;
}
void CRpTokenizer::strSplit(const string& str, const char split, vector<string>& res)
{
if (str == "")
{
return;
}
string&& strs = str + split;
size_t pos = strs.find(split);
while (pos != string::npos)
{
res.emplace_back(strs.substr(0, pos));
strs = move(strs.substr(pos + 1, strs.size()));
pos = strs.find(split);
}
}
void CRpTokenizer::Tokenize(const char* strInfo, vector<string> & strOut, vector<int> & IDOut)
{
vector<string> strList;
strSplit(strInfo,' ', strList);
string current_eng,current_chinese;
for (auto& item : strList)
{
current_eng = "";
current_chinese = "";
for (auto& ch : item)
{
if (!(ch& 0x80))
{ // Ó¢ÎÄ
if (current_chinese.size() > 0)
{
// for utf-8 chinese
auto chineseList = SplitChineseString(current_chinese);
strOut.insert(strOut.end(), chineseList.begin(),chineseList.end());
current_chinese = "";
}
current_eng += ch;
}
else
{
if (current_eng.size() > 0)
{
strOut.push_back(current_eng);
current_eng = "";
}
current_chinese += ch;
}
}
if (current_chinese.size() > 0)
{
auto chineseList = SplitChineseString(current_chinese);
strOut.insert(strOut.end(), chineseList.begin(), chineseList.end());
current_chinese = "";
}
if (current_eng.size() > 0)
{
strOut.push_back(current_eng);
}
}
IDOut= String2IDs(strOut);
}