text-utils.cc
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// sherpa-onnx/csrc/text-utils.cc
//
// Copyright 2009-2011 Saarland University; Microsoft Corporation
// Copyright 2023 Xiaomi Corporation
#include "sherpa-onnx/csrc/text-utils.h"
#include <algorithm>
#include <cassert>
#include <cctype>
#include <codecvt>
#include <cstdint>
#include <cwctype>
#include <limits>
#include <locale>
#include <sstream>
#include <string>
#include <unordered_map>
#include <utility>
#include <vector>
#if defined(_WIN32)
#include <Windows.h>
#endif
#include "sherpa-onnx/csrc/macros.h"
// This file is copied/modified from
// https://github.com/kaldi-asr/kaldi/blob/master/src/util/text-utils.cc
namespace sherpa_onnx {
// copied from kaldi/src/util/text-util.cc
template <class T>
class NumberIstream {
public:
explicit NumberIstream(std::istream &i) : in_(i) {}
NumberIstream &operator>>(T &x) {
if (!in_.good()) return *this;
in_ >> x;
if (!in_.fail() && RemainderIsOnlySpaces()) return *this;
return ParseOnFail(&x);
}
private:
std::istream &in_;
bool RemainderIsOnlySpaces() {
if (in_.tellg() != std::istream::pos_type(-1)) {
std::string rem;
in_ >> rem;
if (rem.find_first_not_of(' ') != std::string::npos) {
// there is not only spaces
return false;
}
}
in_.clear();
return true;
}
NumberIstream &ParseOnFail(T *x) {
std::string str;
in_.clear();
in_.seekg(0);
// If the stream is broken even before trying
// to read from it or if there are many tokens,
// it's pointless to try.
if (!(in_ >> str) || !RemainderIsOnlySpaces()) {
in_.setstate(std::ios_base::failbit);
return *this;
}
std::unordered_map<std::string, T> inf_nan_map;
// we'll keep just uppercase values.
inf_nan_map["INF"] = std::numeric_limits<T>::infinity();
inf_nan_map["+INF"] = std::numeric_limits<T>::infinity();
inf_nan_map["-INF"] = -std::numeric_limits<T>::infinity();
inf_nan_map["INFINITY"] = std::numeric_limits<T>::infinity();
inf_nan_map["+INFINITY"] = std::numeric_limits<T>::infinity();
inf_nan_map["-INFINITY"] = -std::numeric_limits<T>::infinity();
inf_nan_map["NAN"] = std::numeric_limits<T>::quiet_NaN();
inf_nan_map["+NAN"] = std::numeric_limits<T>::quiet_NaN();
inf_nan_map["-NAN"] = -std::numeric_limits<T>::quiet_NaN();
// MSVC
inf_nan_map["1.#INF"] = std::numeric_limits<T>::infinity();
inf_nan_map["-1.#INF"] = -std::numeric_limits<T>::infinity();
inf_nan_map["1.#QNAN"] = std::numeric_limits<T>::quiet_NaN();
inf_nan_map["-1.#QNAN"] = -std::numeric_limits<T>::quiet_NaN();
std::transform(str.begin(), str.end(), str.begin(), ::toupper);
if (inf_nan_map.find(str) != inf_nan_map.end()) {
*x = inf_nan_map[str];
} else {
in_.setstate(std::ios_base::failbit);
}
return *this;
}
};
/// ConvertStringToReal converts a string into either float or double
/// and returns false if there was any kind of problem (i.e. the string
/// was not a floating point number or contained extra non-whitespace junk).
/// Be careful- this function will successfully read inf's or nan's.
template <typename T>
bool ConvertStringToReal(const std::string &str, T *out) {
std::istringstream iss(str);
NumberIstream<T> i(iss);
i >> *out;
if (iss.fail()) {
// Number conversion failed.
return false;
}
return true;
}
template bool ConvertStringToReal<float>(const std::string &str, float *out);
template bool ConvertStringToReal<double>(const std::string &str, double *out);
void SplitStringToVector(const std::string &full, const char *delim,
bool omit_empty_strings,
std::vector<std::string> *out) {
size_t start = 0, found = 0, end = full.size();
out->clear();
while (found != std::string::npos) {
found = full.find_first_of(delim, start);
// start != end condition is for when the delimiter is at the end
if (!omit_empty_strings || (found != start && start != end))
out->push_back(full.substr(start, found - start));
start = found + 1;
}
}
template <class F>
bool SplitStringToFloats(const std::string &full, const char *delim,
bool omit_empty_strings, // typically false
std::vector<F> *out) {
assert(out != nullptr);
if (*(full.c_str()) == '\0') {
out->clear();
return true;
}
std::vector<std::string> split;
SplitStringToVector(full, delim, omit_empty_strings, &split);
out->resize(split.size());
for (size_t i = 0; i < split.size(); ++i) {
// assume atof never fails
F f = 0;
if (!ConvertStringToReal(split[i], &f)) return false;
(*out)[i] = f;
}
return true;
}
// Instantiate the template above for float and double.
template bool SplitStringToFloats(const std::string &full, const char *delim,
bool omit_empty_strings,
std::vector<float> *out);
template bool SplitStringToFloats(const std::string &full, const char *delim,
bool omit_empty_strings,
std::vector<double> *out);
static bool IsPunct(char c) { return c != '\'' && std::ispunct(c); }
static bool IsGermanUmlaut(const std::string &word) {
// ä 0xC3 0xA4
// ö 0xC3 0xB6
// ü 0xC3 0xBC
// Ä 0xC3 0x84
// Ö 0xC3 0x96
// Ü 0xC3 0x9C
// ß 0xC3 0x9F
if (word.size() != 2 || static_cast<uint8_t>(word[0]) != 0xc3) {
return false;
}
auto c = static_cast<uint8_t>(word[1]);
if (c == 0xa4 || c == 0xb6 || c == 0xbc || c == 0x84 || c == 0x96 ||
c == 0x9c || c == 0x9f) {
return true;
}
return false;
}
// see https://www.tandem.net/blog/spanish-accents
// https://www.compart.com/en/unicode/U+00DC
static bool IsSpanishDiacritic(const std::string &word) {
// á 0xC3 0xA1
// é 0xC3 0xA9
// í 0xC3 0xAD
// ó 0xC3 0xB3
// ú 0xC3 0xBA
// ü 0xC3 0xBC
// ñ 0xC3 0xB1
//
// uppercase
//
// Á 0xC3 0x81
// É 0xC3 0x89
// Í 0xC3 0x8D
// Ó 0xC3 0x93
// Ú 0xC3 0x9A
// Ü 0xC3 0x9C
// Ñ 0xC3 0x91
if (word.size() != 2 || static_cast<uint8_t>(word[0]) != 0xc3) {
return false;
}
auto c = static_cast<uint8_t>(word[1]);
if (c == 0xa1 || c == 0xa9 || c == 0xad || c == 0xb3 || c == 0xba ||
c == 0xbc || c == 0xb1 || c == 0x81 || c == 0x89 || c == 0x8d ||
c == 0x93 || c == 0x9a || c == 0x9c || c == 0x91) {
return true;
}
return false;
}
// see https://www.busuu.com/en/french/accent-marks
static bool IsFrenchDiacritic(const std::string &word) {
// acute accent
// é 0xC3 0xA9
//
// grave accent
// à 0xC3 0xA0
// è 0xC3 0xA8
// ù 0xC3 0xB9
//
// cedilla
// ç 0xC3 0xA7
//
// circumflex
// â 0xC3 0xA2
// ê 0xC3 0xAA
// î 0xC3 0xAE
// ô 0xC3 0xB4
// û 0xC3 0xBB
//
// trema
// ë 0xC3 0xAB
// ï 0xC3 0xAF
// ü 0xC3 0xBC
//
// É 0xC3 0x89
//
// À 0xC3 0x80
// È 0xC3 0x88
// Ù 0xC3 0x99
// Ç 0xC3 0x87
// Â 0xC3 0x82
// Ê 0xC3 0x8A
// Î 0xC3 0x8E
// Ô 0xC3 0x94
// Û 0xC3 0x9B
// Ë 0xC3 0x8B
// Ï 0xC3 0x8F
// Ü 0xC3 0x9C
if (word.size() != 2 || static_cast<uint8_t>(word[0]) != 0xc3) {
return false;
}
auto c = static_cast<uint8_t>(word[1]);
if (c == 0xa9 || c == 0xa0 || c == 0xa8 || c == 0xb9 || c == 0xa7 ||
c == 0xa2 || c == 0xaa || c == 0xae || c == 0xb4 || c == 0xbb ||
c == 0xab || c == 0xaf || c == 0xbc || c == 0x89 || c == 0x80 ||
c == 0x88 || c == 0x99 || c == 0x87 || c == 0x82 || c == 0x8a ||
c == 0x8e || c == 0x94 || c == 0x9b || c == 0x8b || c == 0x8f ||
c == 0x9c) {
return true;
}
return false;
}
static bool IsSpecial(const std::string &w) {
bool ans = IsGermanUmlaut(w) || IsSpanishDiacritic(w) || IsFrenchDiacritic(w);
// for french d’impossible
// ’ 0xE2 0x80 0x99
bool ans2 = false;
if (w.size() == 3) {
auto c0 = static_cast<uint8_t>(w[0]);
auto c1 = static_cast<uint8_t>(w[1]);
auto c2 = static_cast<uint8_t>(w[2]);
if (c0 == 0xe2 && c1 == 0x80 && c2 == 0x99) {
ans2 = true;
}
}
return ans || ans2;
}
static std::vector<std::string> MergeCharactersIntoWords(
const std::vector<std::string> &words) {
std::vector<std::string> ans;
int32_t n = static_cast<int32_t>(words.size());
int32_t i = 0;
int32_t prev = -1;
while (i < n) {
const auto &w = words[i];
if (w.size() >= 3 || (w.size() == 2 && !IsSpecial(w)) ||
(w.size() == 1 && (IsPunct(w[0]) || std::isspace(w[0])))) {
if (prev != -1) {
std::string t;
for (; prev < i; ++prev) {
t.append(words[prev]);
}
prev = -1;
ans.push_back(std::move(t));
}
if (!std::isspace(w[0])) {
ans.push_back(w);
}
++i;
continue;
}
// e.g., öffnen
if (w.size() == 1 || (w.size() == 2 && IsSpecial(w))) {
if (prev == -1) {
prev = i;
}
++i;
continue;
}
SHERPA_ONNX_LOGE("Ignore %s", w.c_str());
++i;
}
if (prev != -1) {
std::string t;
for (; prev < i; ++prev) {
t.append(words[prev]);
}
ans.push_back(std::move(t));
}
return ans;
}
std::vector<std::string> SplitUtf8(const std::string &text) {
const uint8_t *begin = reinterpret_cast<const uint8_t *>(text.c_str());
const uint8_t *end = begin + text.size();
// Note that English words are split into single characters.
// We need to invoke MergeCharactersIntoWords() to merge them
std::vector<std::string> ans;
auto start = begin;
while (start < end) {
uint8_t c = *start;
uint8_t i = 0x80;
int32_t num_bytes = 0;
// see
// https://en.wikipedia.org/wiki/UTF-8
for (; c & i; i >>= 1) {
++num_bytes;
}
if (num_bytes == 0) {
// this is an ascii
ans.emplace_back(reinterpret_cast<const char *>(start), 1);
++start;
} else if (2 <= num_bytes && num_bytes <= 4) {
ans.emplace_back(reinterpret_cast<const char *>(start), num_bytes);
start += num_bytes;
} else {
SHERPA_ONNX_LOGE("Invalid byte at position: %d",
static_cast<int32_t>(start - begin));
// skip this byte
++start;
}
}
return MergeCharactersIntoWords(ans);
}
std::string ToLowerCase(const std::string &s) {
return ToString(ToLowerCase(ToWideString(s)));
}
void ToLowerCase(std::string *in_out) {
std::transform(in_out->begin(), in_out->end(), in_out->begin(),
[](unsigned char c) { return std::tolower(c); });
}
std::wstring ToLowerCase(const std::wstring &s) {
std::wstring ans(s.size(), 0);
std::transform(s.begin(), s.end(), ans.begin(), [](wchar_t c) -> wchar_t {
switch (c) {
// French
case L'À':
return L'à';
case L'Â':
return L'â';
case L'Æ':
return L'æ';
case L'Ç':
return L'ç';
case L'È':
return L'è';
case L'É':
return L'é';
case L'Ë':
return L'ë';
case L'Î':
return L'î';
case L'Ï':
return L'ï';
case L'Ô':
return L'ô';
case L'Ù':
return L'ù';
case L'Û':
return L'û';
case L'Ü':
return L'ü';
// others
case L'Á':
return L'á';
case L'Í':
return L'í';
case L'Ó':
return L'ó';
case L'Ú':
return L'ú';
case L'Ñ':
return L'ñ';
case L'Ì':
return L'ì';
case L'Ò':
return L'ò';
case L'Ä':
return L'ä';
case L'Ö':
return L'ö';
// TODO(fangjun): Add more
default:
return std::towlower(c);
}
});
return ans;
}
static inline bool InRange(uint8_t x, uint8_t low, uint8_t high) {
return low <= x && x <= high;
}
/*
Please see
https://stackoverflow.com/questions/6555015/check-for-invalid-utf8
Table 3-7. Well-Formed UTF-8 Byte Sequences
Code Points First Byte Second Byte Third Byte Fourth Byte
U+0000..U+007F 00..7F
U+0080..U+07FF C2..DF 80..BF
U+0800..U+0FFF E0 A0..BF 80..BF
U+1000..U+CFFF E1..EC 80..BF 80..BF
U+D000..U+D7FF ED 80..9F 80..BF
U+E000..U+FFFF EE..EF 80..BF 80..BF
U+10000..U+3FFFF F0 90..BF 80..BF 80..BF
U+40000..U+FFFFF F1..F3 80..BF 80..BF 80..BF
U+100000..U+10FFFF F4 80..8F 80..BF 80..BF
*/
std::string RemoveInvalidUtf8Sequences(const std::string &text,
bool show_debug_msg /*= false*/) {
int32_t n = static_cast<int32_t>(text.size());
std::string ans;
ans.reserve(n);
int32_t i = 0;
const uint8_t *p = reinterpret_cast<const uint8_t *>(text.data());
while (i < n) {
if (p[i] <= 0x7f) {
ans.append(text, i, 1);
i += 1;
continue;
}
if (InRange(p[i], 0xc2, 0xdf) && i + 1 < n &&
InRange(p[i + 1], 0x80, 0xbf)) {
ans.append(text, i, 2);
i += 2;
continue;
}
if (p[i] == 0xe0 && i + 2 < n && InRange(p[i + 1], 0xa0, 0xbf) &&
InRange(p[i + 2], 0x80, 0xbf)) {
ans.append(text, i, 3);
i += 3;
continue;
}
if (InRange(p[i], 0xe1, 0xec) && i + 2 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf)) {
ans.append(text, i, 3);
i += 3;
continue;
}
if (p[i] == 0xed && i + 2 < n && InRange(p[i + 1], 0x80, 0x9f) &&
InRange(p[i + 2], 0x80, 0xbf)) {
ans.append(text, i, 3);
i += 3;
continue;
}
if (InRange(p[i], 0xee, 0xef) && i + 2 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf)) {
ans.append(text, i, 3);
i += 3;
continue;
}
if (p[i] == 0xf0 && i + 3 < n && InRange(p[i + 1], 0x90, 0xbf) &&
InRange(p[i + 2], 0x80, 0xbf) && InRange(p[i + 3], 0x80, 0xbf)) {
ans.append(text, i, 4);
i += 4;
continue;
}
if (InRange(p[i], 0xf1, 0xf3) && i + 3 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf) &&
InRange(p[i + 3], 0x80, 0xbf)) {
ans.append(text, i, 4);
i += 4;
continue;
}
if (p[i] == 0xf4 && i + 3 < n && InRange(p[i + 1], 0x80, 0x8f) &&
InRange(p[i + 2], 0x80, 0xbf) && InRange(p[i + 3], 0x80, 0xbf)) {
ans.append(text, i, 4);
i += 4;
continue;
}
if (show_debug_msg) {
SHERPA_ONNX_LOGE("Ignore invalid utf8 sequence at pos: %d, value: %02x",
i, p[i]);
}
i += 1;
}
return ans;
}
bool IsUtf8(const std::string &text) {
int32_t n = static_cast<int32_t>(text.size());
int32_t i = 0;
const uint8_t *p = reinterpret_cast<const uint8_t *>(text.data());
while (i < n) {
if (p[i] <= 0x7f) {
i += 1;
continue;
}
if (InRange(p[i], 0xc2, 0xdf) && i + 1 < n &&
InRange(p[i + 1], 0x80, 0xbf)) {
i += 2;
continue;
}
if (p[i] == 0xe0 && i + 2 < n && InRange(p[i + 1], 0xa0, 0xbf) &&
InRange(p[i + 2], 0x80, 0xbf)) {
i += 3;
continue;
}
if (InRange(p[i], 0xe1, 0xec) && i + 2 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf)) {
i += 3;
continue;
}
if (p[i] == 0xed && i + 2 < n && InRange(p[i + 1], 0x80, 0x9f) &&
InRange(p[i + 2], 0x80, 0xbf)) {
i += 3;
continue;
}
if (InRange(p[i], 0xee, 0xef) && i + 2 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf)) {
i += 3;
continue;
}
if (p[i] == 0xf0 && i + 3 < n && InRange(p[i + 1], 0x90, 0xbf) &&
InRange(p[i + 2], 0x80, 0xbf) && InRange(p[i + 3], 0x80, 0xbf)) {
i += 4;
continue;
}
if (InRange(p[i], 0xf1, 0xf3) && i + 3 < n &&
InRange(p[i + 1], 0x80, 0xbf) && InRange(p[i + 2], 0x80, 0xbf) &&
InRange(p[i + 3], 0x80, 0xbf)) {
i += 4;
continue;
}
if (p[i] == 0xf4 && i + 3 < n && InRange(p[i + 1], 0x80, 0x8f) &&
InRange(p[i + 2], 0x80, 0xbf) && InRange(p[i + 3], 0x80, 0xbf)) {
i += 4;
continue;
}
return false;
}
return true;
}
bool IsGB2312(const std::string &text) {
int32_t n = static_cast<int32_t>(text.size());
int32_t i = 0;
const uint8_t *p = reinterpret_cast<const uint8_t *>(text.data());
while (i < n) {
if (p[i] <= 0x7f) {
i += 1;
continue;
}
if (InRange(p[i], 0xa1, 0xf7) && i + 1 < n &&
InRange(p[i + 1], 0xa1, 0xfe)) {
i += 2;
continue;
}
return false;
}
return true;
}
#if defined(_WIN32)
std::string Gb2312ToUtf8(const std::string &text) {
// https://learn.microsoft.com/en-us/windows/win32/api/stringapiset/nf-stringapiset-multibytetowidechar
// 936 is from
// https://learn.microsoft.com/en-us/windows/win32/intl/code-page-identifiers
// GB2312 -> 936
int32_t num_wchars =
MultiByteToWideChar(936, 0, text.c_str(), text.size(), nullptr, 0);
SHERPA_ONNX_LOGE("num of wchars: %d", num_wchars);
if (num_wchars == 0) {
return {};
}
std::wstring wstr;
wstr.resize(num_wchars);
MultiByteToWideChar(936, 0, text.c_str(), text.size(), wstr.data(),
num_wchars);
// https://learn.microsoft.com/en-us/windows/win32/api/stringapiset/nf-stringapiset-widechartomultibyte
int32_t num_chars = WideCharToMultiByte(CP_UTF8, 0, wstr.c_str(), -1, nullptr,
0, nullptr, nullptr);
if (num_chars == 0) {
return {};
}
std::string ans(num_chars, 0);
WideCharToMultiByte(CP_UTF8, 0, wstr.c_str(), -1, ans.data(), num_chars,
nullptr, nullptr);
return ans;
}
#endif
std::wstring ToWideString(const std::string &s) {
// see
// https://stackoverflow.com/questions/2573834/c-convert-string-or-char-to-wstring-or-wchar-t
std::wstring_convert<std::codecvt_utf8_utf16<wchar_t>> converter;
return converter.from_bytes(s);
}
std::string ToString(const std::wstring &s) {
// see
// https://stackoverflow.com/questions/2573834/c-convert-string-or-char-to-wstring-or-wchar-t
std::wstring_convert<std::codecvt_utf8_utf16<wchar_t>> converter;
return converter.to_bytes(s);
}
bool EndsWith(const std::string &haystack, const std::string &needle) {
if (needle.size() > haystack.size()) {
return false;
}
return std::equal(needle.rbegin(), needle.rend(), haystack.rbegin());
}
} // namespace sherpa_onnx