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taosdata / TDengine / #4000

06 May 2025 10:12PM UTC coverage: 62.312% (-0.1%) from 62.455%
#4000

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GitHub
Merge pull request #30938 from taosdata/fix/taosdCmdArgs

154947 of 317399 branches covered (48.82%)

Branch coverage included in aggregate %.

240052 of 316504 relevant lines covered (75.84%)

6198297.95 hits per line

Source File
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82.36
/source/libs/function/src/detail/tavgfunction.c
1
/*
2
 * Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
3
 *
4
 * This program is free software: you can use, redistribute, and/or modify
5
 * it under the terms of the GNU Affero General Public License, version 3
6
 * or later ("AGPL"), as published by the Free Software Foundation.
7
 *
8
 * This program is distributed in the hope that it will be useful, but WITHOUT
9
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
10
 * FITNESS FOR A PARTICULAR PURPOSE.
11
 *
12
 * You should have received a copy of the GNU Affero General Public License
13
 * along with this program. If not, see <http://www.gnu.org/licenses/>.
14
 */
15

16
#include "builtinsimpl.h"
17
#include "function.h"
18
#include "tdatablock.h"
19
#include "tfunctionInt.h"
20
#include "tglobal.h"
21

22
#define SET_VAL(_info, numOfElem, res) \
23
  do {                                 \
24
    if ((numOfElem) <= 0) {            \
25
      break;                           \
26
    }                                  \
27
    (_info)->numOfRes = (res);         \
28
  } while (0)
29

30
#define LIST_AVG_N(sumT, T)                                               \
31
  do {                                                                    \
32
    T* plist = (T*)pCol->pData;                                           \
33
    for (int32_t i = start; i < numOfRows + pInput->startRowIndex; ++i) { \
34
      if (colDataIsNull_f(pCol->nullbitmap, i)) {                         \
35
        continue;                                                         \
36
      }                                                                   \
37
                                                                          \
38
      numOfElem += 1;                                                     \
39
      pAvgRes->count -= 1;                                                \
40
      sumT -= plist[i];                                                   \
41
    }                                                                     \
42
  } while (0)
43

44
// define signed number sum with check overflow
45
#define CHECK_OVERFLOW_SUM_SIGNED(pAvgRes, val)                                    \
46
  do {                                                                             \
47
    SAvgRes* out = pAvgRes;                                                        \
48
    if (out->sum.overflow) {                                                       \
49
      out->sum.dsum += val;                                                        \
50
    } else if (out->sum.isum > 0 && val > 0 && INT64_MAX - out->sum.isum <= val || \
51
               out->sum.isum < 0 && val < 0 && INT64_MIN - out->sum.isum >= val) { \
52
      double dsum = (double)out->sum.isum;                                         \
53
      out->sum.overflow = true;                                                    \
54
      out->sum.dsum = dsum + val;                                                  \
55
    } else {                                                                       \
56
      out->sum.isum += val;                                                        \
57
    }                                                                              \
58
  } while (0)
59

60
// val is big than INT64_MAX, val come from merge
61
#define CHECK_OVERFLOW_SUM_SIGNED_BIG(pAvgRes, val, big)                                  \
62
  do {                                                                                    \
63
    SAvgRes* out = pAvgRes;                                                               \
64
    if (out->sum.overflow) {                                                              \
65
      out->sum.dsum += val;                                                               \
66
    } else if (out->sum.isum > 0 && val > 0 && INT64_MAX - out->sum.isum <= val ||        \
67
               out->sum.isum < 0 && val < 0 && INT64_MIN - out->sum.isum >= val || big) { \
68
      double dsum = (double)out->sum.isum;                                                \
69
      out->sum.overflow = true;                                                           \
70
      out->sum.dsum = dsum + val;                                                         \
71
    } else {                                                                              \
72
      SUM_RES_INC_ISUM(&AVG_RES_GET_SUM(out), val);                                       \
73
    }                                                                                     \
74
  } while (0)
75

76
// define unsigned number sum with check overflow
77
#define CHECK_OVERFLOW_SUM_UNSIGNED(pAvgRes, val)   \
78
  do {                                              \
79
    SAvgRes* out = pAvgRes;                         \
80
    if (out->sum.overflow) {                        \
81
      out->sum.dsum += val;                         \
82
    } else if (UINT64_MAX - out->sum.usum <= val) { \
83
      double dsum = (double)out->sum.usum;          \
84
      out->sum.overflow = true;                     \
85
      out->sum.dsum = dsum + val;                   \
86
    } else {                                        \
87
      out->sum.usum += val;                         \
88
    }                                               \
89
  } while (0)
90

91
// val is big than UINT64_MAX, val come from merge
92
#define CHECK_OVERFLOW_SUM_UNSIGNED_BIG(pAvgRes, val, big) \
93
  do {                                                     \
94
    SAvgRes* out = pAvgRes;                                \
95
    if (out->sum.overflow) {                               \
96
      out->sum.dsum += val;                                \
97
    } else if (UINT64_MAX - out->sum.usum <= val || big) { \
98
      double dsum = (double)out->sum.usum;                 \
99
      out->sum.overflow = true;                            \
100
      out->sum.dsum = dsum + val;                          \
101
    } else {                                               \
102
      out->sum.usum += val;                                \
103
    }                                                      \
104
  } while (0)
105

106
int32_t getAvgInfoSize(SFunctionNode* pFunc) {
107,269✔
107
  if (pFunc->pSrcFuncRef) return AVG_RES_GET_SIZE(pFunc->pSrcFuncRef->srcFuncInputType.type);
107,269✔
108
  return AVG_RES_GET_SIZE(pFunc->srcFuncInputType.type);
92,734✔
109
}
110

111
bool getAvgFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv) {
92,308✔
112
  pEnv->calcMemSize =getAvgInfoSize(pFunc);
92,308✔
113
  return true;
92,397✔
114
}
115

116
int32_t avgFunctionSetup(SqlFunctionCtx* pCtx, SResultRowEntryInfo* pResultInfo) {
28,341,363✔
117
  if (pResultInfo->initialized) {
28,341,363!
118
    return TSDB_CODE_SUCCESS;
×
119
  }
120
  if (TSDB_CODE_SUCCESS != functionSetup(pCtx, pResultInfo)) {
28,341,363!
121
    return TSDB_CODE_FUNC_SETUP_ERROR;
×
122
  }
123

124
  void* pRes = GET_ROWCELL_INTERBUF(pResultInfo);
28,568,235✔
125
  (void)memset(pRes, 0, pCtx->resDataInfo.interBufSize);
28,568,235✔
126
  return TSDB_CODE_SUCCESS;
28,568,235✔
127
}
128

129
static int32_t calculateAvgBySMAInfo(void* pRes, int32_t numOfRows, int32_t type, const SColumnDataAgg* pAgg, int32_t* pNumOfElem) {
210✔
130
  int32_t numOfElem = numOfRows - pAgg->numOfNull;
210✔
131

132
  AVG_RES_INC_COUNT(pRes, type, numOfElem);
210✔
133
  if (IS_SIGNED_NUMERIC_TYPE(type)) {
210!
134
    CHECK_OVERFLOW_SUM_SIGNED(pRes, pAgg->sum);
155!
135
  } else if (IS_UNSIGNED_NUMERIC_TYPE(type)) {
55!
136
    CHECK_OVERFLOW_SUM_UNSIGNED(pRes, pAgg->sum);
×
137
  } else if (IS_FLOAT_TYPE(type)) {
55!
138
    SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pRes), GET_DOUBLE_VAL((const char*)&(pAgg->sum)));
×
139
  } else if (IS_DECIMAL_TYPE(type)) {
55!
140
    bool overflow = pAgg->overflow;
55✔
141
    if (overflow) return TSDB_CODE_DECIMAL_OVERFLOW;
55✔
142
    SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pRes), &pAgg->decimal128Sum, TSDB_DATA_TYPE_DECIMAL);
45!
143
    if (overflow) return TSDB_CODE_DECIMAL_OVERFLOW;
45!
144
  }
145

146
  *pNumOfElem = numOfElem;
200✔
147
  return 0;
200✔
148
}
149

150
static int32_t doAddNumericVector(SColumnInfoData* pCol, int32_t type, SInputColumnInfoData *pInput, void* pRes, int32_t* pNumOfElem) {
20,067,414✔
151
  int32_t start = pInput->startRowIndex;
20,067,414✔
152
  int32_t numOfRows = pInput->numOfRows;
20,067,414✔
153
  int32_t numOfElems = 0;
20,067,414✔
154

155
  switch (type) {
20,067,414!
156
    case TSDB_DATA_TYPE_TINYINT: {
314,754✔
157
      int8_t* plist = (int8_t*)pCol->pData;
314,754✔
158
      for (int32_t i = start; i < numOfRows + start; ++i) {
1,257,839✔
159
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
943,085✔
160
          continue;
703,054✔
161
        }
162

163
        numOfElems += 1;
240,031✔
164
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_TINYINT, 1);
240,031✔
165
        CHECK_OVERFLOW_SUM_SIGNED(pRes, plist[i]);
240,031!
166
      }
167

168
      break;
314,754✔
169
    }
170

171
    case TSDB_DATA_TYPE_SMALLINT: {
10,266✔
172
      int16_t* plist = (int16_t*)pCol->pData;
10,266✔
173
      for (int32_t i = start; i < numOfRows + start; ++i) {
207,993✔
174
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
197,727✔
175
          continue;
111,603✔
176
        }
177

178
        numOfElems += 1;
86,124✔
179
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_SMALLINT, 1);
86,124✔
180
        CHECK_OVERFLOW_SUM_SIGNED(pRes, plist[i]);
86,124!
181
      }
182
      break;
10,266✔
183
    }
184

185
    case TSDB_DATA_TYPE_INT: {
782,800✔
186
      int32_t* plist = (int32_t*)pCol->pData;
782,800✔
187
      for (int32_t i = start; i < numOfRows + start; ++i) {
3,468,607✔
188
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
2,685,807✔
189
          continue;
826,064✔
190
        }
191

192
        numOfElems += 1;
1,859,743✔
193
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_INT, 1);
1,859,743✔
194
        CHECK_OVERFLOW_SUM_SIGNED(pRes, plist[i]);
1,859,743!
195
      }
196

197
      break;
782,800✔
198
    }
199

200
    case TSDB_DATA_TYPE_BIGINT: {
17,981,113✔
201
      int64_t* plist = (int64_t*)pCol->pData;
17,981,113✔
202
      for (int32_t i = start; i < numOfRows + start; ++i) {
46,282,194✔
203
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
28,301,081✔
204
          continue;
23,201,272✔
205
        }
206

207
        numOfElems += 1;
5,099,809✔
208
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_BIGINT, 1);
5,099,809✔
209
        CHECK_OVERFLOW_SUM_SIGNED(pRes, plist[i]);
5,099,809✔
210
      }
211
      break;
17,981,113✔
212
    }
213

214
    case TSDB_DATA_TYPE_UTINYINT: {
25✔
215
      uint8_t* plist = (uint8_t*)pCol->pData;
25✔
216
      for (int32_t i = start; i < numOfRows + start; ++i) {
80,035✔
217
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
80,010!
218
          continue;
×
219
        }
220

221
        numOfElems += 1;
80,010✔
222
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_UTINYINT, 1);
80,010✔
223
        CHECK_OVERFLOW_SUM_UNSIGNED(pRes, plist[i]);
80,010!
224
      }
225

226
      break;
25✔
227
    }
228

229
    case TSDB_DATA_TYPE_USMALLINT: {
25✔
230
      uint16_t* plist = (uint16_t*)pCol->pData;
25✔
231
      for (int32_t i = start; i < numOfRows + start; ++i) {
80,035✔
232
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
80,010!
233
          continue;
×
234
        }
235

236
        numOfElems += 1;
80,010✔
237
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_USMALLINT, 1);
80,010✔
238
        CHECK_OVERFLOW_SUM_UNSIGNED(pRes, plist[i]);
80,010!
239
      }
240
      break;
25✔
241
    }
242

243
    case TSDB_DATA_TYPE_UINT: {
26,009✔
244
      uint32_t* plist = (uint32_t*)pCol->pData;
26,009✔
245
      for (int32_t i = start; i < numOfRows + start; ++i) {
150,276✔
246
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
124,267✔
247
          continue;
17,848✔
248
        }
249

250
        numOfElems += 1;
106,419✔
251
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_UINT, 1);
106,419✔
252
        CHECK_OVERFLOW_SUM_UNSIGNED(pRes, plist[i]);
106,419!
253
      }
254

255
      break;
26,009✔
256
    }
257

258
    case TSDB_DATA_TYPE_UBIGINT: {
55✔
259
      uint64_t* plist = (uint64_t*)pCol->pData;
55✔
260
      for (int32_t i = start; i < numOfRows + start; ++i) {
80,774✔
261
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
80,719✔
262
          continue;
4✔
263
        }
264

265
        numOfElems += 1;
80,715✔
266
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_UBIGINT, 1);
80,715✔
267
        CHECK_OVERFLOW_SUM_UNSIGNED(pRes, plist[i]);
80,715✔
268
        
269
      }
270
      break;
55✔
271
    }
272

273
    case TSDB_DATA_TYPE_FLOAT: {
367,417✔
274
      float* plist = (float*)pCol->pData;
367,417✔
275
      for (int32_t i = start; i < numOfRows + start; ++i) {
1,651,810✔
276
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
1,284,393✔
277
          continue;
887,546✔
278
        }
279

280
        numOfElems += 1;
396,847✔
281
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_FLOAT, 1);
396,847✔
282
        SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pRes), plist[i]);
396,847✔
283
      }
284
      break;
367,417✔
285
    }
286

287
    case TSDB_DATA_TYPE_DOUBLE: {
588,904✔
288
      double* plist = (double*)pCol->pData;
588,904✔
289
      for (int32_t i = start; i < numOfRows + start; ++i) {
7,318,796✔
290
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
6,729,892✔
291
          continue;
1,274,044✔
292
        }
293

294
        numOfElems += 1;
5,455,848✔
295
        AVG_RES_INC_COUNT(pRes, TSDB_DATA_TYPE_DOUBLE, 1);
5,455,848✔
296
        SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pRes), plist[i]);
5,455,848✔
297
      }
298
      break;
588,904✔
299
    }
300
    case TSDB_DATA_TYPE_DECIMAL64:
3,240✔
301
    case TSDB_DATA_TYPE_DECIMAL: {
302
      const char* pDec = pCol->pData;
3,240✔
303
      for (int32_t i = start; i < numOfRows + start; ++i) {
223,410✔
304
        if (colDataIsNull_f(pCol->nullbitmap, i)) {
220,170✔
305
          continue;
3,531✔
306
        }
307

308
        numOfElems += 1;
216,639✔
309
        AVG_RES_INC_COUNT(pRes, type, 1);
216,639!
310
        bool overflow = false;
216,639✔
311
        SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pRes), (const void*)(pDec + i * tDataTypes[type].bytes), type);
216,639!
312
        if (overflow) return TSDB_CODE_DECIMAL_OVERFLOW;
216,639!
313
      }
314
    } break;
3,240✔
315
    default:
×
316
      break;
×
317
  }
318

319
  *pNumOfElem = numOfElems;
20,067,414✔
320
  return 0;
20,067,414✔
321
}
322

323
int32_t avgFunction(SqlFunctionCtx* pCtx) {
41,522,878✔
324
  int32_t       numOfElem = 0;
41,522,878✔
325
  const int32_t THRESHOLD_SIZE = 8;
41,522,878✔
326

327
  SInputColumnInfoData* pInput = &pCtx->input;
41,522,878✔
328
  SColumnDataAgg*       pAgg = pInput->pColumnDataAgg[0];
41,522,878✔
329
  int32_t               type = pInput->pData[0]->info.type;
41,522,878✔
330
  pCtx->inputType = type;
41,522,878✔
331

332
  void* pAvgRes = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
41,522,878✔
333

334
  // computing based on the true data block
335
  SColumnInfoData* pCol = pInput->pData[0];
41,522,878✔
336

337
  int32_t start = pInput->startRowIndex;
41,522,878✔
338
  int32_t numOfRows = pInput->numOfRows;
41,522,878✔
339

340
  if (IS_NULL_TYPE(type)) {
41,522,878✔
341
    goto _over;
250✔
342
  }
343

344
  AVG_RES_SET_TYPE(pAvgRes, pCtx->inputType, type);
41,522,628!
345
  if (IS_DECIMAL_TYPE(type)) AVG_RES_SET_INPUT_SCALE(pAvgRes, pInput->pData[0]->info.scale);
41,522,628!
346

347
  if (pInput->colDataSMAIsSet) {  // try to use SMA if available
41,522,628✔
348
    int32_t code = calculateAvgBySMAInfo(pAvgRes, numOfRows, type, pAgg, &numOfElem);
210✔
349
    if (code != 0) return code;
210✔
350
  } else if (!pCol->hasNull) {  // try to employ the simd instructions to speed up the loop
41,522,418✔
351
    numOfElem = pInput->numOfRows;
22,367,852✔
352
    AVG_RES_INC_COUNT(pAvgRes, pCtx->inputType, pInput->numOfRows);
22,367,852!
353

354
    switch(type) {
22,367,852!
355
      case TSDB_DATA_TYPE_UTINYINT:
5,664✔
356
      case TSDB_DATA_TYPE_TINYINT: {
357
        const int8_t* plist = (const int8_t*) pCol->pData;
5,664✔
358

359
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
213,205✔
360
          if (type == TSDB_DATA_TYPE_TINYINT) {
207,541✔
361
            CHECK_OVERFLOW_SUM_SIGNED(pAvgRes, plist[i]);
157,501!
362
          } else {
363
            CHECK_OVERFLOW_SUM_UNSIGNED(pAvgRes, (uint8_t)plist[i]);
50,040!
364
          }
365
        }
366
        break;
5,664✔
367
      }
368

369
      case TSDB_DATA_TYPE_USMALLINT:
5,682✔
370
      case TSDB_DATA_TYPE_SMALLINT: {
371
        const int16_t* plist = (const int16_t*)pCol->pData;
5,682✔
372

373
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
152,864✔
374
          if (type == TSDB_DATA_TYPE_SMALLINT) {
147,182✔
375
            CHECK_OVERFLOW_SUM_SIGNED(pAvgRes, plist[i]);
97,142!
376
          } else {
377
            CHECK_OVERFLOW_SUM_UNSIGNED(pAvgRes, (uint16_t)plist[i]);
50,040!
378
          }
379
        }
380
        break;
5,682✔
381
      }
382

383
      case TSDB_DATA_TYPE_UINT:
5,343,565✔
384
      case TSDB_DATA_TYPE_INT: {
385
        const int32_t* plist = (const int32_t*) pCol->pData;
5,343,565✔
386

387
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
19,005,927✔
388
          if (type == TSDB_DATA_TYPE_INT) {
13,662,362✔
389
            CHECK_OVERFLOW_SUM_SIGNED(pAvgRes, plist[i]);
13,561,306!
390
          } else {
391
            CHECK_OVERFLOW_SUM_UNSIGNED(pAvgRes, (uint32_t)plist[i]);
101,056!
392
          }
393
        }
394
        break;
5,343,565✔
395
      }
396

397
      case TSDB_DATA_TYPE_UBIGINT:
15,864,309✔
398
      case TSDB_DATA_TYPE_BIGINT: {
399
        const int64_t* plist = (const int64_t*) pCol->pData;
15,864,309✔
400

401
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
49,775,846✔
402
          if (type == TSDB_DATA_TYPE_BIGINT) {
33,911,537✔
403
            CHECK_OVERFLOW_SUM_SIGNED(pAvgRes, plist[i]);
33,858,274✔
404
          } else {
405
            CHECK_OVERFLOW_SUM_UNSIGNED(pAvgRes, (uint64_t)plist[i]);
53,263✔
406
          }
407
        }
408
        break;
15,864,309✔
409
      }
410

411
      case TSDB_DATA_TYPE_FLOAT: {
492,373✔
412
        const float* plist = (const float*) pCol->pData;
492,373✔
413

414
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
1,211,868✔
415
          SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pAvgRes), plist[i]);
719,495✔
416
        }
417
        break;
492,373✔
418
      }
419
      case TSDB_DATA_TYPE_DOUBLE: {
664,810✔
420
        const double* plist = (const double*)pCol->pData;
664,810✔
421

422
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
11,733,620✔
423
          SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pAvgRes), plist[i]);
11,068,810✔
424
        }
425
        break;
664,810✔
426
      }
427
      case TSDB_DATA_TYPE_DECIMAL:
959✔
428
      case TSDB_DATA_TYPE_DECIMAL64: {
429
        const char* pDec = pCol->pData;
959✔
430
        for (int32_t i = pInput->startRowIndex; i < pInput->numOfRows + pInput->startRowIndex; ++i) {
1,917✔
431
          bool overflow = false;
959✔
432
          if (type == TSDB_DATA_TYPE_DECIMAL64) {
959✔
433
            SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pAvgRes), (const void*)(pDec + i * tDataTypes[type].bytes),
949!
434
                                    TSDB_DATA_TYPE_DECIMAL64);
435
          } else {
436
            SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pAvgRes), (const void*)(pDec + i * tDataTypes[type].bytes),
10!
437
                                    TSDB_DATA_TYPE_DECIMAL);
438
          }
439
          if (overflow) return TSDB_CODE_DECIMAL_OVERFLOW;
958!
440
        }
441
      } break;
958✔
442
      default:
×
443
        return TSDB_CODE_FUNC_FUNTION_PARA_TYPE;
×
444
    }
445
  } else {
446
    int32_t code = doAddNumericVector(pCol, type, pInput, pAvgRes, &numOfElem);
19,154,566✔
447
    if (code) return code;
20,063,941!
448
  }
449

450
_over:
20,063,941✔
451
  // data in the check operation are all null, not output
452
  SET_VAL(GET_RES_INFO(pCtx), numOfElem, 1);
42,441,752✔
453
  return TSDB_CODE_SUCCESS;
42,441,752✔
454
}
455

456
static int32_t avgTransferInfo(SqlFunctionCtx* pCtx, void* pInput, void* pOutput) {
19,171,899✔
457
  int32_t inputDT = pCtx->pExpr->pExpr->_function.pFunctNode->srcFuncInputType.type;
19,171,899✔
458
  int32_t type = AVG_RES_GET_TYPE(pInput, inputDT);
19,171,899!
459
  pCtx->inputType = type;
19,171,899✔
460
  if (IS_NULL_TYPE(type)) {
19,171,899✔
461
    return 0;
205✔
462
  }
463

464

465
  AVG_RES_SET_TYPE(pOutput, inputDT, type);
19,171,694!
466
  if (IS_SIGNED_NUMERIC_TYPE(type)) {
37,396,475!
467
    bool overflow = AVG_RES_GET_SUM_OVERFLOW(pInput, false, 0);
18,224,781✔
468
    CHECK_OVERFLOW_SUM_SIGNED_BIG(pOutput, (overflow ? SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pInput)) : SUM_RES_GET_ISUM(&AVG_RES_GET_SUM(pInput))), overflow);
18,224,781!
469
  } else if (IS_UNSIGNED_NUMERIC_TYPE(type)) {
952,241✔
470
    bool overflow = AVG_RES_GET_SUM_OVERFLOW(pInput, false, 0);
5,328✔
471
    CHECK_OVERFLOW_SUM_UNSIGNED_BIG(pOutput, (overflow ? SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pInput)) : SUM_RES_GET_USUM(&AVG_RES_GET_SUM(pInput))), overflow);
5,328!
472
  } else if (IS_DECIMAL_TYPE(type)) {
942,115!
473
    AVG_RES_SET_INPUT_SCALE(pOutput, AVG_RES_GET_INPUT_SCALE(pInput));
×
474
    bool overflow = false;
×
475
    SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pOutput), &AVG_RES_GET_DECIMAL_SUM(pInput), TSDB_DATA_TYPE_DECIMAL);
×
476
    if (overflow) return TSDB_CODE_DECIMAL_OVERFLOW;
530!
477
  } else {
478
    SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pOutput), SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pInput)));
942,424✔
479
  }
480

481
  AVG_RES_INC_COUNT(pOutput, type, AVG_RES_GET_COUNT(pInput, true, type));
19,173,063!
482
  return 0;
19,173,063✔
483
}
484

485
int32_t avgFunctionMerge(SqlFunctionCtx* pCtx) {
7,345,382✔
486
  SInputColumnInfoData* pInput = &pCtx->input;
7,345,382✔
487
  SColumnInfoData*      pCol = pInput->pData[0];
7,345,382✔
488

489
  if (IS_NULL_TYPE(pCol->info.type)) {
7,345,382✔
490
    SET_VAL(GET_RES_INFO(pCtx), 0, 1);
24✔
491
    return TSDB_CODE_SUCCESS;
24✔
492
  }
493

494
  if (pCol->info.type != TSDB_DATA_TYPE_BINARY) {
7,345,358!
495
    return TSDB_CODE_FUNC_FUNTION_PARA_TYPE;
×
496
  }
497

498
  void* pInfo = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
7,345,358✔
499

500
  int32_t start = pInput->startRowIndex;
7,345,358✔
501

502
  for (int32_t i = start; i < start + pInput->numOfRows; ++i) {
26,517,739✔
503
    if(colDataIsNull_s(pCol, i)) continue;
38,343,670!
504
    char*    data = colDataGetData(pCol, i);
19,171,835!
505
    void* pInputInfo = varDataVal(data);
19,171,835✔
506
    int32_t code = avgTransferInfo(pCtx, pInputInfo, pInfo);
19,171,835✔
507
    if (code != 0) return code;
19,172,381!
508
  }
509

510
  SET_VAL(GET_RES_INFO(pCtx), 1, 1);
7,345,904✔
511

512
  return TSDB_CODE_SUCCESS;
7,345,904✔
513
}
514

515
#ifdef BUILD_NO_CALL
516
int32_t avgInvertFunction(SqlFunctionCtx* pCtx) {
517
  int32_t numOfElem = 0;
518

519
  // Only the pre-computing information loaded and actual data does not loaded
520
  SInputColumnInfoData* pInput = &pCtx->input;
521
  SAvgRes* pAvgRes = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
522

523
  // computing based on the true data block
524
  SColumnInfoData* pCol = pInput->pData[0];
525

526
  int32_t start = pInput->startRowIndex;
527
  int32_t numOfRows = pInput->numOfRows;
528

529
  switch (pCol->info.type) {
530
    case TSDB_DATA_TYPE_TINYINT: {
531
      LIST_AVG_N(pAvgRes->sum.isum, int8_t);
532
      break;
533
    }
534
    case TSDB_DATA_TYPE_SMALLINT: {
535
      LIST_AVG_N(pAvgRes->sum.isum, int16_t);
536
      break;
537
    }
538
    case TSDB_DATA_TYPE_INT: {
539
      LIST_AVG_N(pAvgRes->sum.isum, int32_t);
540
      break;
541
    }
542
    case TSDB_DATA_TYPE_BIGINT: {
543
      LIST_AVG_N(pAvgRes->sum.isum, int64_t);
544
      break;
545
    }
546
    case TSDB_DATA_TYPE_UTINYINT: {
547
      LIST_AVG_N(pAvgRes->sum.usum, uint8_t);
548
      break;
549
    }
550
    case TSDB_DATA_TYPE_USMALLINT: {
551
      LIST_AVG_N(pAvgRes->sum.usum, uint16_t);
552
      break;
553
    }
554
    case TSDB_DATA_TYPE_UINT: {
555
      LIST_AVG_N(pAvgRes->sum.usum, uint32_t);
556
      break;
557
    }
558
    case TSDB_DATA_TYPE_UBIGINT: {
559
      LIST_AVG_N(pAvgRes->sum.usum, uint64_t);
560
      break;
561
    }
562
    case TSDB_DATA_TYPE_FLOAT: {
563
      LIST_AVG_N(pAvgRes->sum.dsum, float);
564
      break;
565
    }
566
    case TSDB_DATA_TYPE_DOUBLE: {
567
      LIST_AVG_N(pAvgRes->sum.dsum, double);
568
      break;
569
    }
570
    default:
571
      break;
572
  }
573

574
  // data in the check operation are all null, not output
575
  SET_VAL(GET_RES_INFO(pCtx), numOfElem, 1);
576
  return TSDB_CODE_SUCCESS;
577
}
578
#endif
579

580
int32_t avgCombine(SqlFunctionCtx* pDestCtx, SqlFunctionCtx* pSourceCtx) {
10✔
581
  SResultRowEntryInfo* pDResInfo = GET_RES_INFO(pDestCtx);
10✔
582
  void*                pDBuf = GET_ROWCELL_INTERBUF(pDResInfo);
10✔
583
  int32_t              type = AVG_RES_GET_TYPE(pDBuf, pDestCtx->inputType);
10!
584

585
  SResultRowEntryInfo* pSResInfo = GET_RES_INFO(pSourceCtx);
10✔
586
  void*                pSBuf = GET_ROWCELL_INTERBUF(pSResInfo);
10✔
587
  type = (type == TSDB_DATA_TYPE_NULL) ? AVG_RES_GET_TYPE(pSBuf, pDestCtx->inputType) : type;
10!
588

589
  if (IS_SIGNED_NUMERIC_TYPE(type)) {
10!
590
    CHECK_OVERFLOW_SUM_SIGNED(pDBuf, SUM_RES_GET_ISUM(&AVG_RES_GET_SUM(pSBuf)));
×
591
  } else if (IS_UNSIGNED_NUMERIC_TYPE(type)) {
10!
592
    CHECK_OVERFLOW_SUM_UNSIGNED(pDBuf, SUM_RES_GET_USUM(&AVG_RES_GET_SUM(pSBuf)));
×
593
  } else if (IS_DECIMAL_TYPE(type)) {
20!
594
    bool overflow = false;
10✔
595
    SUM_RES_INC_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pDBuf), &SUM_RES_GET_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pSBuf)), type);
10!
596
    if (overflow) {
597

598
    }
599
  } else {
600
    SUM_RES_INC_DSUM(&AVG_RES_GET_SUM(pDBuf), SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pSBuf)));
×
601
  }
602
  AVG_RES_INC_COUNT(pDBuf, pDestCtx->inputType, AVG_RES_GET_COUNT(pSBuf, true, pDestCtx->inputType));
10!
603

604
  return TSDB_CODE_SUCCESS;
10✔
605
}
606

607
int32_t avgFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock) {
7,705,835✔
608
  SResultRowEntryInfo* pEntryInfo = GET_RES_INFO(pCtx);
7,705,835✔
609

610
  void*   pRes = GET_ROWCELL_INTERBUF(pEntryInfo);
7,705,835✔
611
  int32_t type = AVG_RES_GET_TYPE(pRes, pCtx->inputType);
7,705,835✔
612
  int64_t count = AVG_RES_GET_COUNT(pRes, true, type);
7,705,835✔
613

614
  if (AVG_RES_GET_COUNT(pRes, true, pCtx->inputType) > 0) {
7,705,835✔
615
    
616
    if(AVG_RES_GET_SUM_OVERFLOW(pRes, true, pCtx->inputType)) {
7,285,988✔
617
      AVG_RES_GET_AVG(pRes) = SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pRes)) / ((double)AVG_RES_GET_COUNT(pRes, false, 0));
6,970✔
618
    }else if (IS_SIGNED_NUMERIC_TYPE(type)) {
7,279,018!
619
      AVG_RES_GET_AVG(pRes) = SUM_RES_GET_ISUM(&AVG_RES_GET_SUM(pRes)) / ((double)AVG_RES_GET_COUNT(pRes, false, 0));
6,230,270✔
620
    } else if (IS_UNSIGNED_NUMERIC_TYPE(type)) {
1,048,748✔
621
      AVG_RES_GET_AVG(pRes) = SUM_RES_GET_USUM(&AVG_RES_GET_SUM(pRes)) / ((double)AVG_RES_GET_COUNT(pRes, false, 0));
33,449✔
622
    } else if (IS_DECIMAL_TYPE(type)) {
1,016,939✔
623
      int32_t          slotId = pCtx->pExpr->base.resSchema.slotId;
1,608✔
624
      SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, slotId);
1,608✔
625
      SDataType        sumDt = {.type = TSDB_DATA_TYPE_DECIMAL,
1,640✔
626
                                .bytes = tDataTypes[TSDB_DATA_TYPE_DECIMAL].bytes,
1,640✔
627
                                .precision = pCol->info.precision,
1,640✔
628
                                .scale = AVG_RES_GET_INPUT_SCALE(pRes)};
1,640✔
629
      SDataType        countDt = {
1,640✔
630
                 .type = TSDB_DATA_TYPE_BIGINT, .bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .precision = 0, .scale = 0};
1,640✔
631
      SDataType avgDt = {.type = TSDB_DATA_TYPE_DECIMAL,
1,640✔
632
                         .bytes = tDataTypes[TSDB_DATA_TYPE_DECIMAL].bytes,
1,640✔
633
                         .precision = pCol->info.precision,
1,640✔
634
                         .scale = pCol->info.scale};
1,640✔
635
      int64_t   count = AVG_RES_GET_COUNT(pRes, true, type);
1,640!
636
      int32_t   code =
637
          decimalOp(OP_TYPE_DIV, &sumDt, &countDt, &avgDt, &SUM_RES_GET_DECIMAL_SUM(&AVG_RES_GET_DECIMAL_SUM(pRes)),
1,640✔
638
                    &count, &AVG_RES_GET_DECIMAL_AVG(pRes));
1,640✔
639
      if (code != TSDB_CODE_SUCCESS) {
1,640!
640
        return code;
×
641
      }
642
    } else {
643
      AVG_RES_GET_AVG(pRes) = SUM_RES_GET_DSUM(&AVG_RES_GET_SUM(pRes)) / ((double)AVG_RES_GET_COUNT(pRes, false, 0));
1,013,691✔
644
    }
645
  }
646
  if (AVG_RES_GET_COUNT(pRes, true, pCtx->inputType) == 0) {
7,705,867✔
647
    pEntryInfo->numOfRes = 0;
419,894✔
648
  } else if (!IS_DECIMAL_TYPE(pCtx->inputType)) {
7,285,973✔
649
    if (isinf(AVG_RES_GET_AVG(pRes)) || isnan(AVG_RES_GET_AVG(pRes))) pEntryInfo->numOfRes = 0;
7,284,373!
650
  } else {
651
    pEntryInfo->numOfRes = 1;
1,600✔
652
  }
653

654
  return functionFinalize(pCtx, pBlock);
7,705,867✔
655
}
656

657
int32_t avgPartialFinalize(SqlFunctionCtx* pCtx, SSDataBlock* pBlock) {
21,063,226✔
658
  SResultRowEntryInfo* pResInfo = GET_RES_INFO(pCtx);
21,063,226✔
659
  void*                pInfo = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
21,063,226✔
660
  int32_t              resultBytes = AVG_RES_GET_SIZE(pCtx->inputType);
21,063,226!
661
  char*                res = taosMemoryCalloc(resultBytes + VARSTR_HEADER_SIZE, sizeof(char));
21,063,226!
662
  int32_t              code = TSDB_CODE_SUCCESS;
21,373,710✔
663
  if (NULL == res) {
21,373,710!
664
    return terrno;
×
665
  }
666
  (void)memcpy(varDataVal(res), pInfo, resultBytes);
21,373,710✔
667
  varDataSetLen(res, resultBytes);
21,373,710✔
668

669
  int32_t          slotId = pCtx->pExpr->base.resSchema.slotId;
21,373,710✔
670
  SColumnInfoData* pCol = taosArrayGet(pBlock->pDataBlock, slotId);
21,373,710✔
671
  if(NULL == pCol) {
21,329,486!
672
    code = TSDB_CODE_OUT_OF_RANGE;
×
673
    goto _exit;
×
674
  }
675

676
  code = colDataSetVal(pCol, pBlock->info.rows, res, false);
21,329,486✔
677

678
_exit:
21,197,560✔
679
  taosMemoryFree(res);
21,197,560!
680
  return code;
21,468,360✔
681
}
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