aggregateoperator.c 18.7 KB
Newer Older
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22
/*
 * Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
 *
 * This program is free software: you can use, redistribute, and/or modify
 * it under the terms of the GNU Affero General Public License, version 3
 * or later ("AGPL"), as published by the Free Software Foundation.
 *
 * 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.
 *
 * You should have received a copy of the GNU Affero General Public License
 * along with this program. If not, see <http://www.gnu.org/licenses/>.
 */

#include "filter.h"
#include "function.h"
#include "os.h"
#include "querynodes.h"
#include "tfill.h"
#include "tname.h"

23 24
#include "executorInt.h"
#include "operator.h"
25
#include "query.h"
26
#include "querytask.h"
27
#include "tcompare.h"
28 29
#include "tdatablock.h"
#include "tglobal.h"
30 31
#include "thash.h"
#include "ttypes.h"
32
#include "index.h"
33

34 35 36 37 38 39
typedef struct {
  bool    hasAgg;
  int32_t numOfRows;
  int32_t startOffset;
} SFunctionCtxStatus;

40 41 42 43 44 45 46 47 48 49
typedef struct SAggOperatorInfo {
  SOptrBasicInfo   binfo;
  SAggSupporter    aggSup;
  STableQueryInfo* current;
  uint64_t         groupId;
  SGroupResInfo    groupResInfo;
  SExprSupp        scalarExprSup;
  bool             groupKeyOptimized;
} SAggOperatorInfo;

50 51 52 53 54 55 56 57 58 59
static void destroyAggOperatorInfo(void* param);
static void setExecutionContext(SOperatorInfo* pOperator, int32_t numOfOutput, uint64_t groupId);

static int32_t createDataBlockForEmptyInput(SOperatorInfo* pOperator, SSDataBlock** ppBlock);
static void destroyDataBlockForEmptyInput(bool blockAllocated, SSDataBlock** ppBlock);

static int32_t doOpenAggregateOptr(SOperatorInfo* pOperator);
static int32_t doAggregateImpl(SOperatorInfo* pOperator, SqlFunctionCtx* pCtx);
static SSDataBlock* getAggregateResult(SOperatorInfo* pOperator);

60 61 62 63
static int32_t doInitAggInfoSup(SAggSupporter* pAggSup, SqlFunctionCtx* pCtx, int32_t numOfOutput, size_t keyBufSize,
                         const char* pKey);

static int32_t addNewResultRowBuf(SResultRow* pWindowRes, SDiskbasedBuf* pResultBuf, uint32_t size);
64 65 66

static void doSetTableGroupOutputBuf(SOperatorInfo* pOperator, int32_t numOfOutput, uint64_t groupId);

67 68 69
static void functionCtxSave(SqlFunctionCtx* pCtx, SFunctionCtxStatus* pStatus);
static void functionCtxRestore(SqlFunctionCtx* pCtx, SFunctionCtxStatus* pStatus);

70 71 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86
SOperatorInfo* createAggregateOperatorInfo(SOperatorInfo* downstream, SAggPhysiNode* pAggNode,
                                           SExecTaskInfo* pTaskInfo) {
  SAggOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SAggOperatorInfo));
  SOperatorInfo*    pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pInfo == NULL || pOperator == NULL) {
    goto _error;
  }

  SSDataBlock* pResBlock = createDataBlockFromDescNode(pAggNode->node.pOutputDataBlockDesc);
  initBasicInfo(&pInfo->binfo, pResBlock);

  size_t keyBufSize = sizeof(int64_t) + sizeof(int64_t) + POINTER_BYTES;
  initResultSizeInfo(&pOperator->resultInfo, 4096);

  int32_t    num = 0;
  SExprInfo* pExprInfo = createExprInfo(pAggNode->pAggFuncs, pAggNode->pGroupKeys, &num);
  int32_t    code = initAggSup(&pOperator->exprSupp, &pInfo->aggSup, pExprInfo, num, keyBufSize, pTaskInfo->id.str,
87
                               pTaskInfo->streamInfo.pState, &pTaskInfo->storageAPI.functionStore);
88 89 90 91 92 93 94 95 96 97
  if (code != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  int32_t    numOfScalarExpr = 0;
  SExprInfo* pScalarExprInfo = NULL;
  if (pAggNode->pExprs != NULL) {
    pScalarExprInfo = createExprInfo(pAggNode->pExprs, NULL, &numOfScalarExpr);
  }

98
  code = initExprSupp(&pInfo->scalarExprSup, pScalarExprInfo, numOfScalarExpr, &pTaskInfo->storageAPI.functionStore);
99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173
  if (code != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  code = filterInitFromNode((SNode*)pAggNode->node.pConditions, &pOperator->exprSupp.pFilterInfo, 0);
  if (code != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  pInfo->binfo.mergeResultBlock = pAggNode->mergeDataBlock;
  pInfo->groupKeyOptimized = pAggNode->groupKeyOptimized;
  pInfo->groupId = UINT64_MAX;

  setOperatorInfo(pOperator, "TableAggregate", QUERY_NODE_PHYSICAL_PLAN_HASH_AGG, true, OP_NOT_OPENED, pInfo,
                  pTaskInfo);
  pOperator->fpSet = createOperatorFpSet(doOpenAggregateOptr, getAggregateResult, NULL, destroyAggOperatorInfo,
                                         optrDefaultBufFn, NULL);

  if (downstream->operatorType == QUERY_NODE_PHYSICAL_PLAN_TABLE_SCAN) {
    STableScanInfo* pTableScanInfo = downstream->info;
    pTableScanInfo->base.pdInfo.pExprSup = &pOperator->exprSupp;
    pTableScanInfo->base.pdInfo.pAggSup = &pInfo->aggSup;
  }

  code = appendDownstream(pOperator, &downstream, 1);
  if (code != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  return pOperator;

  _error:
  if (pInfo != NULL) {
    destroyAggOperatorInfo(pInfo);
  }

  if (pOperator != NULL) {
    cleanupExprSupp(&pOperator->exprSupp);
  }

  taosMemoryFreeClear(pOperator);
  pTaskInfo->code = code;
  return NULL;
}

void destroyAggOperatorInfo(void* param) {
  SAggOperatorInfo* pInfo = (SAggOperatorInfo*)param;
  cleanupBasicInfo(&pInfo->binfo);

  cleanupAggSup(&pInfo->aggSup);
  cleanupExprSupp(&pInfo->scalarExprSup);
  cleanupGroupResInfo(&pInfo->groupResInfo);
  taosMemoryFreeClear(param);
}

// this is a blocking operator
int32_t doOpenAggregateOptr(SOperatorInfo* pOperator) {
  if (OPTR_IS_OPENED(pOperator)) {
    return TSDB_CODE_SUCCESS;
  }

  SExecTaskInfo*    pTaskInfo = pOperator->pTaskInfo;
  SAggOperatorInfo* pAggInfo = pOperator->info;

  SExprSupp*     pSup = &pOperator->exprSupp;
  SOperatorInfo* downstream = pOperator->pDownstream[0];

  int64_t st = taosGetTimestampUs();

  int32_t order = TSDB_ORDER_ASC;
  int32_t scanFlag = MAIN_SCAN;

  bool hasValidBlock = false;

  while (1) {
174
    bool blockAllocated = false;
175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 249 250 251 252 253 254 255 256 257 258 259 260 261 262 263 264 265 266 267 268 269 270 271 272 273 274 275 276 277 278 279 280 281 282 283 284 285 286 287 288 289 290 291 292 293 294 295 296 297 298 299 300 301 302 303 304 305 306 307 308 309 310 311 312 313 314 315 316 317 318 319 320 321 322 323 324 325 326 327 328 329 330 331 332 333 334 335 336 337 338 339 340 341 342 343 344 345 346 347 348 349 350 351 352 353 354 355 356 357 358 359 360 361 362 363 364 365 366 367 368 369 370 371 372 373 374 375 376 377 378 379 380 381 382 383 384 385 386 387
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    if (pBlock == NULL) {
      if (!hasValidBlock) {
        createDataBlockForEmptyInput(pOperator, &pBlock);
        if (pBlock == NULL) {
          break;
        }
        blockAllocated = true;
      } else {
        break;
      }
    }
    hasValidBlock = true;

    int32_t code = getTableScanInfo(pOperator, &order, &scanFlag, false);
    if (code != TSDB_CODE_SUCCESS) {
      destroyDataBlockForEmptyInput(blockAllocated, &pBlock);
      T_LONG_JMP(pTaskInfo->env, code);
    }

    // there is an scalar expression that needs to be calculated before apply the group aggregation.
    if (pAggInfo->scalarExprSup.pExprInfo != NULL && !blockAllocated) {
      SExprSupp* pSup1 = &pAggInfo->scalarExprSup;
      code = projectApplyFunctions(pSup1->pExprInfo, pBlock, pBlock, pSup1->pCtx, pSup1->numOfExprs, NULL);
      if (code != TSDB_CODE_SUCCESS) {
        destroyDataBlockForEmptyInput(blockAllocated, &pBlock);
        T_LONG_JMP(pTaskInfo->env, code);
      }
    }

    // the pDataBlock are always the same one, no need to call this again
    setExecutionContext(pOperator, pOperator->exprSupp.numOfExprs, pBlock->info.id.groupId);
    setInputDataBlock(pSup, pBlock, order, scanFlag, true);
    code = doAggregateImpl(pOperator, pSup->pCtx);
    if (code != 0) {
      destroyDataBlockForEmptyInput(blockAllocated, &pBlock);
      T_LONG_JMP(pTaskInfo->env, code);
    }

    destroyDataBlockForEmptyInput(blockAllocated, &pBlock);
  }

  // the downstream operator may return with error code, so let's check the code before generating results.
  if (pTaskInfo->code != TSDB_CODE_SUCCESS) {
    T_LONG_JMP(pTaskInfo->env, pTaskInfo->code);
  }

  initGroupedResultInfo(&pAggInfo->groupResInfo, pAggInfo->aggSup.pResultRowHashTable, 0);
  OPTR_SET_OPENED(pOperator);

  pOperator->cost.openCost = (taosGetTimestampUs() - st) / 1000.0;
  return pTaskInfo->code;
}

SSDataBlock* getAggregateResult(SOperatorInfo* pOperator) {
  SAggOperatorInfo* pAggInfo = pOperator->info;
  SOptrBasicInfo*   pInfo = &pAggInfo->binfo;

  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo;
  pTaskInfo->code = pOperator->fpSet._openFn(pOperator);
  if (pTaskInfo->code != TSDB_CODE_SUCCESS) {
    setOperatorCompleted(pOperator);
    return NULL;
  }

  blockDataEnsureCapacity(pInfo->pRes, pOperator->resultInfo.capacity);
  while (1) {
    doBuildResultDatablock(pOperator, pInfo, &pAggInfo->groupResInfo, pAggInfo->aggSup.pResultBuf);
    doFilter(pInfo->pRes, pOperator->exprSupp.pFilterInfo, NULL);

    if (!hasRemainResults(&pAggInfo->groupResInfo)) {
      setOperatorCompleted(pOperator);
      break;
    }

    if (pInfo->pRes->info.rows > 0) {
      break;
    }
  }

  size_t rows = blockDataGetNumOfRows(pInfo->pRes);
  pOperator->resultInfo.totalRows += rows;

  return (rows == 0) ? NULL : pInfo->pRes;
}

int32_t doAggregateImpl(SOperatorInfo* pOperator, SqlFunctionCtx* pCtx) {
  for (int32_t k = 0; k < pOperator->exprSupp.numOfExprs; ++k) {
    if (functionNeedToExecute(&pCtx[k])) {
      // todo add a dummy funtion to avoid process check
      if (pCtx[k].fpSet.process == NULL) {
        continue;
      }

      int32_t code = pCtx[k].fpSet.process(&pCtx[k]);
      if (code != TSDB_CODE_SUCCESS) {
        qError("%s aggregate function error happens, code: %s", GET_TASKID(pOperator->pTaskInfo), tstrerror(code));
        return code;
      }
    }
  }

  return TSDB_CODE_SUCCESS;
}

static int32_t createDataBlockForEmptyInput(SOperatorInfo* pOperator, SSDataBlock** ppBlock) {
  if (!tsCountAlwaysReturnValue) {
    return TSDB_CODE_SUCCESS;
  }

  SAggOperatorInfo* pAggInfo = pOperator->info;
  if (pAggInfo->groupKeyOptimized) {
    return TSDB_CODE_SUCCESS;
  }

  SOperatorInfo* downstream = pOperator->pDownstream[0];
  if (downstream->operatorType == QUERY_NODE_PHYSICAL_PLAN_PARTITION ||
      (downstream->operatorType == QUERY_NODE_PHYSICAL_PLAN_TABLE_SCAN &&
       ((STableScanInfo*)downstream->info)->hasGroupByTag == true)) {
    return TSDB_CODE_SUCCESS;
  }

  SqlFunctionCtx* pCtx = pOperator->exprSupp.pCtx;
  bool            hasCountFunc = false;

  for (int32_t i = 0; i < pOperator->exprSupp.numOfExprs; ++i) {
    const char* pName = pCtx[i].pExpr->pExpr->_function.functionName;
    if ((strcmp(pName, "count") == 0) || (strcmp(pName, "hyperloglog") == 0) ||
        (strcmp(pName, "_hyperloglog_partial") == 0) || (strcmp(pName, "_hyperloglog_merge") == 0)) {
      hasCountFunc = true;
      break;
    }
  }

  if (!hasCountFunc) {
    return TSDB_CODE_SUCCESS;
  }

  SSDataBlock* pBlock = createDataBlock();
  pBlock->info.rows = 1;
  pBlock->info.capacity = 0;

  for (int32_t i = 0; i < pOperator->exprSupp.numOfExprs; ++i) {
    SColumnInfoData colInfo = {0};
    colInfo.hasNull = true;
    colInfo.info.type = TSDB_DATA_TYPE_NULL;
    colInfo.info.bytes = 1;

    SExprInfo* pOneExpr = &pOperator->exprSupp.pExprInfo[i];
    for (int32_t j = 0; j < pOneExpr->base.numOfParams; ++j) {
      SFunctParam* pFuncParam = &pOneExpr->base.pParam[j];
      if (pFuncParam->type == FUNC_PARAM_TYPE_COLUMN) {
        int32_t slotId = pFuncParam->pCol->slotId;
        int32_t numOfCols = taosArrayGetSize(pBlock->pDataBlock);
        if (slotId >= numOfCols) {
          taosArrayEnsureCap(pBlock->pDataBlock, slotId + 1);
          for (int32_t k = numOfCols; k < slotId + 1; ++k) {
            taosArrayPush(pBlock->pDataBlock, &colInfo);
          }
        }
      } else if (pFuncParam->type == FUNC_PARAM_TYPE_VALUE) {
        // do nothing
      }
    }
  }

  blockDataEnsureCapacity(pBlock, pBlock->info.rows);
  *ppBlock = pBlock;

  return TSDB_CODE_SUCCESS;
}

void destroyDataBlockForEmptyInput(bool blockAllocated, SSDataBlock** ppBlock) {
  if (!blockAllocated) {
    return;
  }

  blockDataDestroy(*ppBlock);
  *ppBlock = NULL;
}

void setExecutionContext(SOperatorInfo* pOperator, int32_t numOfOutput, uint64_t groupId) {
  SAggOperatorInfo* pAggInfo = pOperator->info;
  if (pAggInfo->groupId != UINT64_MAX && pAggInfo->groupId == groupId) {
    return;
  }

  doSetTableGroupOutputBuf(pOperator, numOfOutput, groupId);

  // record the current active group id
  pAggInfo->groupId = groupId;
}

void doSetTableGroupOutputBuf(SOperatorInfo* pOperator, int32_t numOfOutput, uint64_t groupId) {
  // for simple group by query without interval, all the tables belong to one group result.
  SExecTaskInfo*    pTaskInfo = pOperator->pTaskInfo;
  SAggOperatorInfo* pAggInfo = pOperator->info;

  SResultRowInfo* pResultRowInfo = &pAggInfo->binfo.resultRowInfo;
  SqlFunctionCtx* pCtx = pOperator->exprSupp.pCtx;
  int32_t*        rowEntryInfoOffset = pOperator->exprSupp.rowEntryInfoOffset;

  SResultRow* pResultRow = doSetResultOutBufByKey(pAggInfo->aggSup.pResultBuf, pResultRowInfo, (char*)&groupId,
                                                  sizeof(groupId), true, groupId, pTaskInfo, false, &pAggInfo->aggSup, true);
  /*
   * not assign result buffer yet, add new result buffer
   * all group belong to one result set, and each group result has different group id so set the id to be one
   */
  if (pResultRow->pageId == -1) {
388
    int32_t ret = addNewResultRowBuf(pResultRow, pAggInfo->aggSup.pResultBuf, pAggInfo->binfo.pRes->info.rowSize);
389 390 391 392 393 394 395 396 397
    if (ret != TSDB_CODE_SUCCESS) {
      T_LONG_JMP(pTaskInfo->env, terrno);
    }
  }

  setResultRowInitCtx(pResultRow, pCtx, numOfOutput, rowEntryInfoOffset);
}

// a new buffer page for each table. Needs to opt this design
398
int32_t addNewResultRowBuf(SResultRow* pWindowRes, SDiskbasedBuf* pResultBuf, uint32_t size) {
399 400 401 402 403 404 405 406 407 408 409 410 411 412 413 414 415 416 417 418 419 420 421 422 423 424 425 426 427 428 429 430 431 432 433 434 435 436 437 438 439 440 441 442 443 444 445 446
  if (pWindowRes->pageId != -1) {
    return 0;
  }

  SFilePage* pData = NULL;

  // in the first scan, new space needed for results
  int32_t pageId = -1;
  SArray* list = getDataBufPagesIdList(pResultBuf);

  if (taosArrayGetSize(list) == 0) {
    pData = getNewBufPage(pResultBuf, &pageId);
    pData->num = sizeof(SFilePage);
  } else {
    SPageInfo* pi = getLastPageInfo(list);
    pData = getBufPage(pResultBuf, getPageId(pi));
    if (pData == NULL) {
      qError("failed to get buffer, code:%s", tstrerror(terrno));
      return terrno;
    }

    pageId = getPageId(pi);

    if (pData->num + size > getBufPageSize(pResultBuf)) {
      // release current page first, and prepare the next one
      releaseBufPageInfo(pResultBuf, pi);

      pData = getNewBufPage(pResultBuf, &pageId);
      if (pData != NULL) {
        pData->num = sizeof(SFilePage);
      }
    }
  }

  if (pData == NULL) {
    return -1;
  }

  // set the number of rows in current disk page
  if (pWindowRes->pageId == -1) {  // not allocated yet, allocate new buffer
    pWindowRes->pageId = pageId;
    pWindowRes->offset = (int32_t)pData->num;

    pData->num += size;
  }

  return 0;
}
447 448 449 450 451 452 453 454 455 456 457 458 459 460 461 462 463

int32_t doInitAggInfoSup(SAggSupporter* pAggSup, SqlFunctionCtx* pCtx, int32_t numOfOutput, size_t keyBufSize,
                         const char* pKey) {
  int32_t code = 0;
  //  _hash_fn_t hashFn = taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY);

  pAggSup->currentPageId = -1;
  pAggSup->resultRowSize = getResultRowSize(pCtx, numOfOutput);
  pAggSup->keyBuf = taosMemoryCalloc(1, keyBufSize + POINTER_BYTES + sizeof(int64_t));
  pAggSup->pResultRowHashTable = tSimpleHashInit(100, taosFastHash);

  if (pAggSup->keyBuf == NULL || pAggSup->pResultRowHashTable == NULL) {
    return TSDB_CODE_OUT_OF_MEMORY;
  }

  uint32_t defaultPgsz = 0;
  uint32_t defaultBufsz = 0;
D
dapan1121 已提交
464 465 466 467 468 469
  code = getBufferPgSize(pAggSup->resultRowSize, &defaultPgsz, &defaultBufsz);
  if (code) {
    qError("failed to get buff page size, rowSize:%d", pAggSup->resultRowSize);
    return code;
  }
  
470
  if (!osTempSpaceAvailable()) {
471 472
    code = TSDB_CODE_NO_DISKSPACE;
    qError("Init stream agg supporter failed since %s, key:%s, tempDir:%s", terrstr(code), pKey, tsTempDir);
473 474 475 476 477 478 479 480 481 482 483 484 485 486 487 488 489 490 491
    return code;
  }

  code = createDiskbasedBuf(&pAggSup->pResultBuf, defaultPgsz, defaultBufsz, pKey, tsTempDir);
  if (code != TSDB_CODE_SUCCESS) {
    qError("Create agg result buf failed since %s, %s", tstrerror(code), pKey);
    return code;
  }

  return code;
}

void cleanupAggSup(SAggSupporter* pAggSup) {
  taosMemoryFreeClear(pAggSup->keyBuf);
  tSimpleHashCleanup(pAggSup->pResultRowHashTable);
  destroyDiskbasedBuf(pAggSup->pResultBuf);
}

int32_t initAggSup(SExprSupp* pSup, SAggSupporter* pAggSup, SExprInfo* pExprInfo, int32_t numOfCols, size_t keyBufSize,
492 493
                   const char* pkey, void* pState, SFunctionStateStore* pStore) {
  int32_t code = initExprSupp(pSup, pExprInfo, numOfCols, pStore);
494 495 496 497 498 499 500 501 502 503 504 505 506 507 508 509 510 511 512 513 514 515 516 517 518 519 520 521 522 523 524 525 526 527 528 529 530 531 532 533 534 535 536 537 538 539 540 541 542 543 544 545 546 547 548 549 550 551 552 553 554 555 556 557 558 559 560 561 562 563 564 565 566 567 568 569 570 571 572 573
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }

  code = doInitAggInfoSup(pAggSup, pSup->pCtx, numOfCols, keyBufSize, pkey);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }

  for (int32_t i = 0; i < numOfCols; ++i) {
    if (pState) {
      pSup->pCtx[i].saveHandle.pBuf = NULL;
      pSup->pCtx[i].saveHandle.pState = pState;
      pSup->pCtx[i].exprIdx = i;
    } else {
      pSup->pCtx[i].saveHandle.pBuf = pAggSup->pResultBuf;
    }
  }

  return TSDB_CODE_SUCCESS;
}

void applyAggFunctionOnPartialTuples(SExecTaskInfo* taskInfo, SqlFunctionCtx* pCtx, SColumnInfoData* pTimeWindowData,
                                     int32_t offset, int32_t forwardStep, int32_t numOfTotal, int32_t numOfOutput) {
  for (int32_t k = 0; k < numOfOutput; ++k) {
    // keep it temporarily
    SFunctionCtxStatus status = {0};
    functionCtxSave(&pCtx[k], &status);

    pCtx[k].input.startRowIndex = offset;
    pCtx[k].input.numOfRows = forwardStep;

    // not a whole block involved in query processing, statistics data can not be used
    // NOTE: the original value of isSet have been changed here
    if (pCtx[k].input.colDataSMAIsSet && forwardStep < numOfTotal) {
      pCtx[k].input.colDataSMAIsSet = false;
    }

    if (pCtx[k].isPseudoFunc) {
      SResultRowEntryInfo* pEntryInfo = GET_RES_INFO(&pCtx[k]);

      char* p = GET_ROWCELL_INTERBUF(pEntryInfo);

      SColumnInfoData idata = {0};
      idata.info.type = TSDB_DATA_TYPE_BIGINT;
      idata.info.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes;
      idata.pData = p;

      SScalarParam out = {.columnData = &idata};
      SScalarParam tw = {.numOfRows = 5, .columnData = pTimeWindowData};
      pCtx[k].sfp.process(&tw, 1, &out);
      pEntryInfo->numOfRes = 1;
    } else {
      int32_t code = TSDB_CODE_SUCCESS;
      if (functionNeedToExecute(&pCtx[k]) && pCtx[k].fpSet.process != NULL) {
        code = pCtx[k].fpSet.process(&pCtx[k]);

        if (code != TSDB_CODE_SUCCESS) {
          qError("%s apply functions error, code: %s", GET_TASKID(taskInfo), tstrerror(code));
          taskInfo->code = code;
          T_LONG_JMP(taskInfo->env, code);
        }
      }

      // restore it
      functionCtxRestore(&pCtx[k], &status);
    }
  }
}

void functionCtxSave(SqlFunctionCtx* pCtx, SFunctionCtxStatus* pStatus) {
  pStatus->hasAgg = pCtx->input.colDataSMAIsSet;
  pStatus->numOfRows = pCtx->input.numOfRows;
  pStatus->startOffset = pCtx->input.startRowIndex;
}

void functionCtxRestore(SqlFunctionCtx* pCtx, SFunctionCtxStatus* pStatus) {
  pCtx->input.colDataSMAIsSet = pStatus->hasAgg;
  pCtx->input.numOfRows = pStatus->numOfRows;
  pCtx->input.startRowIndex = pStatus->startOffset;
574
}