common.h 7.31 KB
Newer Older
Guolin Ke's avatar
Guolin Ke committed
1
2
3
4
5
6
7
8
9
10
#ifndef LIGHTGBM_UTILS_COMMON_FUN_H_
#define LIGHTGBM_UTILS_COMMON_FUN_H_

#include <LightGBM/utils/log.h>

#include <cstdio>
#include <string>
#include <vector>
#include <sstream>
#include <cstdint>
11
#include <algorithm>
Guolin Ke's avatar
Guolin Ke committed
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37

namespace LightGBM {

namespace Common {

template<typename T>
inline static T Max(const T& a, const T& b) {
  return a > b ? a : b;
}

template<typename T>
inline static T Min(const T& a, const T& b) {
  return a < b ? a : b;
}



inline static std::string& Trim(std::string& str) {
  if (str.size() <= 0) {
    return str;
  }
  str.erase(str.find_last_not_of(" \f\n\r\t\v") + 1);
  str.erase(0, str.find_first_not_of(" \f\n\r\t\v"));
  return str;
}

38
39
40
41
42
43
44
45
46
inline static std::string& RemoveQuotationSymbol(std::string& str) {
  if (str.size() <= 0) {
    return str;
  }
  str.erase(str.find_last_not_of("'\"") + 1);
  str.erase(0, str.find_first_not_of("'\""));
  return str;
}

Guolin Ke's avatar
Guolin Ke committed
47
inline static std::vector<std::string> Split(const char* c_str, char delimiter) {
Guolin Ke's avatar
Guolin Ke committed
48
  std::vector<std::string> ret;
Guolin Ke's avatar
Guolin Ke committed
49
50
51
52
53
54
55
  std::string str(c_str);
  size_t i = 0;
  size_t pos = str.find(delimiter);
  while (pos != std::string::npos) {
    ret.push_back(str.substr(i, pos - i));
    i = ++pos;
    pos = str.find(delimiter, pos);
Guolin Ke's avatar
Guolin Ke committed
56
  }
Guolin Ke's avatar
Guolin Ke committed
57
  ret.push_back(str.substr(i));
Guolin Ke's avatar
Guolin Ke committed
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
  return ret;
}

inline static const char* Atoi(const char* p, int* out) {
  int sign, value;
  while (*p == ' ') {
    ++p;
  }
  sign = 1;
  if (*p == '-') {
    sign = -1;
    ++p;
  }
  else if (*p == '+') {
    ++p;
  }
  for (value = 0; *p >= '0' && *p <= '9'; ++p) {
    value = value * 10 + (*p - '0');
  }
  *out = sign * value;
  while (*p == ' ') {
    ++p;
  }
  return p;
}

//ref to http://www.leapsecond.com/tools/fast_atof.c
inline static const char* Atof(const char* p, double* out) {
  int frac;
  double sign, value, scale;
Guolin Ke's avatar
Guolin Ke committed
88
  *out = 0;
Guolin Ke's avatar
Guolin Ke committed
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
  // Skip leading white space, if any.
  while (*p == ' ') {
    ++p;
  }

  // Get sign, if any.
  sign = 1.0;
  if (*p == '-') {
    sign = -1.0;
    ++p;
  }
  else if (*p == '+') {
    ++p;
  }

Guolin Ke's avatar
Guolin Ke committed
104
105
106
107
108
109
  // is a number
  if ((*p >= '0' && *p <= '9') || *p == '.' || *p == 'e' || *p == 'E') {
    // Get digits before decimal point or exponent, if any.
    for (value = 0.0; *p >= '0' && *p <= '9'; ++p) {
      value = value * 10.0 + (*p - '0');
    }
Guolin Ke's avatar
Guolin Ke committed
110

Guolin Ke's avatar
Guolin Ke committed
111
112
113
    // Get digits after decimal point, if any.
    if (*p == '.') {
      double pow10 = 10.0;
Guolin Ke's avatar
Guolin Ke committed
114
      ++p;
Guolin Ke's avatar
Guolin Ke committed
115
116
117
118
119
      while (*p >= '0' && *p <= '9') {
        value += (*p - '0') / pow10;
        pow10 *= 10.0;
        ++p;
      }
Guolin Ke's avatar
Guolin Ke committed
120
121
    }

Guolin Ke's avatar
Guolin Ke committed
122
123
124
125
126
127
    // Handle exponent, if any.
    frac = 0;
    scale = 1.0;
    if ((*p == 'e') || (*p == 'E')) {
      unsigned int expon;
      // Get sign of exponent, if any.
Guolin Ke's avatar
Guolin Ke committed
128
      ++p;
Guolin Ke's avatar
Guolin Ke committed
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
      if (*p == '-') {
        frac = 1;
        ++p;
      } else if (*p == '+') {
        ++p;
      }
      // Get digits of exponent, if any.
      for (expon = 0; *p >= '0' && *p <= '9'; ++p) {
        expon = expon * 10 + (*p - '0');
      }
      if (expon > 308) expon = 308;
      // Calculate scaling factor.
      while (expon >= 50) { scale *= 1E50; expon -= 50; }
      while (expon >= 8) { scale *= 1E8;  expon -= 8; }
      while (expon > 0) { scale *= 10.0; expon -= 1; }
Guolin Ke's avatar
Guolin Ke committed
144
    }
Guolin Ke's avatar
Guolin Ke committed
145
146
147
    // Return signed and scaled floating point result.
    *out = sign * (frac ? (value / scale) : (value * scale));
  } else {
148
149
150
151
152
153
154
    size_t cnt = 0;
    while (*(p + cnt) != '\0' && *(p + cnt) != ' ' 
      && *(p + cnt) != '\t' && *(p + cnt) != ','
      && *(p + cnt) != '\n' && *(p + cnt) != '\r'
      && *(p + cnt) != ':')  {
      ++cnt;
    }
Guolin Ke's avatar
Guolin Ke committed
155
156
157
158
159
160
161
162
163
    if(cnt > 0){
      std::string tmp_str(p, cnt);
      std::transform(tmp_str.begin(), tmp_str.end(), tmp_str.begin(), ::tolower);
      if (tmp_str == std::string("na") || tmp_str == std::string("nan")) {
        *out = 0;
      } else if( tmp_str == std::string("inf") || tmp_str == std::string("infinity")) {
        *out = sign * 1e308;
      }
      else {
Qiwei Ye's avatar
Qiwei Ye committed
164
        Log::Fatal("Unknow token %s in data file", tmp_str.c_str());
Guolin Ke's avatar
Guolin Ke committed
165
166
      }
      p += cnt;
167
    }
Guolin Ke's avatar
Guolin Ke committed
168
  }
Guolin Ke's avatar
Guolin Ke committed
169

Guolin Ke's avatar
Guolin Ke committed
170
171
172
  while (*p == ' ') {
    ++p;
  }
Guolin Ke's avatar
Guolin Ke committed
173

Guolin Ke's avatar
Guolin Ke committed
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
  return p;
}

inline static const char* SkipSpaceAndTab(const char* p) {
  while (*p == ' ' || *p == '\t') {
    ++p;
  }
  return p;
}

inline static const char* SkipReturn(const char* p) {
  while (*p == '\n' || *p == '\r' || *p == ' ') {
    ++p;
  }
  return p;
}

template<typename T>
inline static std::string ArrayToString(const T* arr, int n, char delimiter) {
  if (n <= 0) {
    return std::string("");
  }
  std::stringstream ss;
  ss << arr[0];
  for (int i = 1; i < n; ++i) {
    ss << delimiter;
    ss << arr[i];
  }
  return ss.str();
}

inline static void StringToIntArray(const std::string& str, char delimiter, size_t n, int* out) {
  std::vector<std::string> strs = Split(str.c_str(), delimiter);
  if (strs.size() != n) {
Qiwei Ye's avatar
Qiwei Ye committed
208
    Log::Fatal("StringToIntArray error, size doesn't matched.");
Guolin Ke's avatar
Guolin Ke committed
209
210
211
212
213
214
215
216
217
218
  }
  for (size_t i = 0; i < strs.size(); ++i) {
    strs[i] = Trim(strs[i]);
    Atoi(strs[i].c_str(), &out[i]);
  }
}

inline static void StringToDoubleArray(const std::string& str, char delimiter, size_t n, double* out) {
  std::vector<std::string> strs = Split(str.c_str(), delimiter);
  if (strs.size() != n) {
Qiwei Ye's avatar
Qiwei Ye committed
219
    Log::Fatal("StringToDoubleArray error, size doesn't matched.");
Guolin Ke's avatar
Guolin Ke committed
220
221
222
223
224
225
226
227
228
229
  }
  for (size_t i = 0; i < strs.size(); ++i) {
    strs[i] = Trim(strs[i]);
    Atof(strs[i].c_str(), &out[i]);
  }
}

inline static void StringToDoubleArray(const std::string& str, char delimiter, size_t n, float* out) {
  std::vector<std::string> strs = Split(str.c_str(), delimiter);
  if (strs.size() != n) {
Qiwei Ye's avatar
Qiwei Ye committed
230
    Log::Fatal("StringToDoubleArray error, size doesn't matched.");
Guolin Ke's avatar
Guolin Ke committed
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
  }
  double tmp;
  for (size_t i = 0; i < strs.size(); ++i) {
    strs[i] = Trim(strs[i]);
    Atof(strs[i].c_str(), &tmp);
    out[i] = static_cast<float>(tmp);
  }
}

inline static std::vector<double> StringToDoubleArray(const std::string& str, char delimiter) {
  std::vector<std::string> strs = Split(str.c_str(), delimiter);
  std::vector<double> ret;
  for (size_t i = 0; i < strs.size(); ++i) {
    strs[i] = Trim(strs[i]);
    double val = 0.0;
    Atof(strs[i].c_str(), &val);
    ret.push_back(val);
  }
  return ret;
}

inline static std::vector<int> StringToIntArray(const std::string& str, char delimiter) {
  std::vector<std::string> strs = Split(str.c_str(), delimiter);
  std::vector<int> ret;
  for (size_t i = 0; i < strs.size(); ++i) {
    strs[i] = Trim(strs[i]);
    int val = 0;
    Atoi(strs[i].c_str(), &val);
    ret.push_back(val);
  }
  return ret;
}

inline static std::string Join(const std::vector<std::string>& strs, char delimiter) {
  if (strs.size() <= 0) {
    return std::string("");
  }
  std::stringstream ss;
  ss << strs[0];
  for (size_t i = 1; i < strs.size(); ++i) {
    ss << delimiter;
    ss << strs[i];
  }
  return ss.str();
}

inline static std::string Join(const std::vector<std::string>& strs, size_t start, size_t end, char delimiter) {
  if (end - start <= 0) {
    return std::string("");
  }
  start = Min<size_t>(start, static_cast<size_t>(strs.size()) - 1);
  end = Min<size_t>(end, static_cast<size_t>(strs.size()));
  std::stringstream ss;
  ss << strs[start];
  for (size_t i = start + 1; i < end; ++i) {
    ss << delimiter;
    ss << strs[i];
  }
  return ss.str();
}

static inline int64_t Pow2RoundUp(int64_t x) {
  int64_t t = 1;
  for (int i = 0; i < 64; ++i) {
    if (t >= x) {
      return t;
    }
    t <<= 1;
  }
  return 0;
}

}  // namespace Common

}  // namespace LightGBM

Guolin Ke's avatar
Guolin Ke committed
307
#endif   // LightGBM_UTILS_COMMON_FUN_H_