qExecutor.c

/*
 * 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 "os.h"
#include "qFill.h"
#include "taosmsg.h"
#include "tglobal.h"

#include "exception.h"
#include "hash.h"
#include "texpr.h"
#include "qExecutor.h"
#include "qResultbuf.h"
#include "qUtil.h"
#include "queryLog.h"
#include "tlosertree.h"
#include "ttype.h"
#include "tscompression.h"

#define IS_MASTER_SCAN(runtime)        ((runtime)->scanFlag == MASTER_SCAN)
#define IS_REVERSE_SCAN(runtime)       ((runtime)->scanFlag == REVERSE_SCAN)
#define SET_MASTER_SCAN_FLAG(runtime)  ((runtime)->scanFlag = MASTER_SCAN)
#define SET_REVERSE_SCAN_FLAG(runtime) ((runtime)->scanFlag = REVERSE_SCAN)

#define SWITCH_ORDER(n) (((n) = ((n) == TSDB_ORDER_ASC) ? TSDB_ORDER_DESC : TSDB_ORDER_ASC))

#define SDATA_BLOCK_INITIALIZER (SDataBlockInfo) {{0}, 0}

#define TIME_WINDOW_COPY(_dst, _src)  do {\
   (_dst).skey = (_src).skey;\
   (_dst).ekey = (_src).ekey;\
} while (0)

enum {
  TS_JOIN_TS_EQUAL       = 0,
  TS_JOIN_TS_NOT_EQUALS  = 1,
  TS_JOIN_TAG_NOT_EQUALS = 2,
};

typedef enum SResultTsInterpType {
  RESULT_ROW_START_INTERP = 1,
  RESULT_ROW_END_INTERP   = 2,
} SResultTsInterpType;

#if 0
static UNUSED_FUNC void *u_malloc (size_t __size) {
  uint32_t v = rand();

  if (v % 1000 <= 0) {
    return NULL;
  } else {
    return malloc(__size);
  }
}

static UNUSED_FUNC void* u_calloc(size_t num, size_t __size) {
  uint32_t v = rand();
  if (v % 1000 <= 0) {
    return NULL;
  } else {
    return calloc(num, __size);
  }
}

static UNUSED_FUNC void* u_realloc(void* p, size_t __size) {
  uint32_t v = rand();
  if (v % 5 <= 1) {
    return NULL;
  } else {
    return realloc(p, __size);
  }
}

#define calloc  u_calloc
#define malloc  u_malloc
#define realloc u_realloc
#endif

#define CLEAR_QUERY_STATUS(q, st)   ((q)->status &= (~(st)))
#define GET_NUM_OF_TABLEGROUP(q)    taosArrayGetSize((q)->tableqinfoGroupInfo.pGroupList)
#define QUERY_IS_INTERVAL_QUERY(_q) ((_q)->interval.interval > 0)

uint64_t queryHandleId = 0;

int32_t getMaximumIdleDurationSec() {
  return tsShellActivityTimer * 2;
}

int64_t genQueryId(void) {
  int64_t uid = 0;
  int64_t did = tsDnodeId;

  uid = did << 54;

  int64_t pid = ((int64_t)taosGetPId()) & 0x3FF;

  uid |= pid << 44;

  int64_t ts = taosGetTimestampMs() & 0x1FFFFFFFF;

  uid |= ts << 11;

  int64_t sid = atomic_add_fetch_64(&queryHandleId, 1) & 0x7FF;

  uid |= sid;

  return uid;
}

static void getNextTimeWindow(SQueryAttr* pQueryAttr, STimeWindow* tw) {
  int32_t factor = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
  if (pQueryAttr->interval.intervalUnit != 'n' && pQueryAttr->interval.intervalUnit != 'y') {
    tw->skey += pQueryAttr->interval.sliding * factor;
    tw->ekey = tw->skey + pQueryAttr->interval.interval - 1;
    return;
  }

  int64_t key = tw->skey / 1000, interval = pQueryAttr->interval.interval;
  if (pQueryAttr->precision == TSDB_TIME_PRECISION_MICRO) {
    key /= 1000;
  }
  if (pQueryAttr->interval.intervalUnit == 'y') {
    interval *= 12;
  }

  struct tm tm;
  time_t t = (time_t)key;
  localtime_r(&t, &tm);

  int mon = (int)(tm.tm_year * 12 + tm.tm_mon + interval * factor);
  tm.tm_year = mon / 12;
  tm.tm_mon = mon % 12;
  tw->skey = mktime(&tm) * 1000L;

  mon = (int)(mon + interval);
  tm.tm_year = mon / 12;
  tm.tm_mon = mon % 12;
  tw->ekey = mktime(&tm) * 1000L;

  if (pQueryAttr->precision == TSDB_TIME_PRECISION_MICRO) {
    tw->skey *= 1000L;
    tw->ekey *= 1000L;
  }
  tw->ekey -= 1;
}

static void doSetTagValueToResultBuf(char* output, const char* val, int16_t type, int16_t bytes);
static void setResultOutputBuf(SQueryRuntimeEnv* pRuntimeEnv, SResultRow* pResult, SQLFunctionCtx* pCtx,
                               int32_t numOfCols, int32_t* rowCellInfoOffset);

void setResultRowOutputBufInitCtx(SQueryRuntimeEnv *pRuntimeEnv, SResultRow *pResult, SQLFunctionCtx* pCtx, int32_t numOfOutput, int32_t* rowCellInfoOffset);
static bool functionNeedToExecute(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx *pCtx, int32_t functionId);

static void setBlockStatisInfo(SQLFunctionCtx *pCtx, SSDataBlock* pSDataBlock, SColIndex* pColIndex);

static void destroyTableQueryInfoImpl(STableQueryInfo *pTableQueryInfo);
static bool hasMainOutput(SQueryAttr *pQueryAttr);

static int32_t setTimestampListJoinInfo(SQueryRuntimeEnv* pRuntimeEnv, tVariant* pTag, STableQueryInfo *pTableQueryInfo);
static void releaseQueryBuf(size_t numOfTables);
static int32_t binarySearchForKey(char *pValue, int num, TSKEY key, int order);
static STsdbQueryCond createTsdbQueryCond(SQueryAttr* pQueryAttr, STimeWindow* win);
static STableIdInfo createTableIdInfo(STableQueryInfo* pTableQueryInfo);

static void setTableScanFilterOperatorInfo(STableScanInfo* pTableScanInfo, SOperatorInfo* pDownstream);
static int32_t doCreateFilterInfo(SColumnInfo* pCols, int32_t numOfCols, int32_t numOfFilterCols,
                                  SSingleColumnFilterInfo** pFilterInfo, uint64_t qId);
static void* doDestroyFilterInfo(SSingleColumnFilterInfo* pFilterInfo, int32_t numOfFilterCols);

static int32_t getNumOfScanTimes(SQueryAttr* pQueryAttr);

static void destroyBasicOperatorInfo(void* param, int32_t numOfOutput);
static void destroySFillOperatorInfo(void* param, int32_t numOfOutput);
static void destroyGroupbyOperatorInfo(void* param, int32_t numOfOutput);
static void destroyArithOperatorInfo(void* param, int32_t numOfOutput);
static void destroyTagScanOperatorInfo(void* param, int32_t numOfOutput);
static void destroyOperatorInfo(SOperatorInfo* pOperator);

static int32_t doCopyToSDataBlock(SQueryRuntimeEnv* pRuntimeEnv, SGroupResInfo* pGroupResInfo, int32_t orderType, SSDataBlock* pBlock);

static int32_t getGroupbyColumnIndex(SSqlGroupbyExpr *pGroupbyExpr, SSDataBlock* pDataBlock);
static int32_t setGroupResultOutputBuf(SQueryRuntimeEnv *pRuntimeEnv, SGroupbyOperatorInfo *pInfo, int32_t numOfCols, char *pData, int16_t type, int16_t bytes, int32_t groupIndex);

static void initCtxOutputBuffer(SQLFunctionCtx* pCtx, int32_t size);
static void getAlignQueryTimeWindow(SQueryAttr *pQueryAttr, int64_t key, int64_t keyFirst, int64_t keyLast, STimeWindow *win);
static void setResultBufSize(SQueryAttr* pQueryAttr, SRspResultInfo* pResultInfo);
static void setCtxTagForJoin(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, SExprInfo* pExprInfo, void* pTable);
static void setParamForStableStddev(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput, SExprInfo* pExpr);
static void setParamForStableStddevByColData(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput, SExprInfo* pExpr, char* val, int16_t bytes);
static void doSetTableGroupOutputBuf(SQueryRuntimeEnv* pRuntimeEnv, SResultRowInfo* pResultRowInfo,
                                     SQLFunctionCtx* pCtx, int32_t* rowCellInfoOffset, int32_t numOfOutput,
                                     int32_t groupIndex);

// setup the output buffer for each operator
SSDataBlock* createOutputBuf(SExprInfo* pExpr, int32_t numOfOutput, int32_t numOfRows) {
  const static int32_t minSize = 8;

  SSDataBlock *res = calloc(1, sizeof(SSDataBlock));
  res->info.numOfCols = numOfOutput;

  res->pDataBlock = taosArrayInit(numOfOutput, sizeof(SColumnInfoData));
  for (int32_t i = 0; i < numOfOutput; ++i) {
    SColumnInfoData idata = {{0}};
    idata.info.type  = pExpr[i].base.resType;
    idata.info.bytes = pExpr[i].base.resBytes;
    idata.info.colId = pExpr[i].base.resColId;

    int32_t size = MAX(idata.info.bytes * numOfRows, minSize);
    idata.pData = calloc(1, size);  // at least to hold a pointer on x64 platform
    taosArrayPush(res->pDataBlock, &idata);
  }

  return res;
}

void* destroyOutputBuf(SSDataBlock* pBlock) {
  if (pBlock == NULL) {
    return NULL;
  }

  int32_t numOfOutput = pBlock->info.numOfCols;
  for(int32_t i = 0; i < numOfOutput; ++i) {
    SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i);
    tfree(pColInfoData->pData);
  }

  taosArrayDestroy(pBlock->pDataBlock);
  tfree(pBlock->pBlockStatis);
  tfree(pBlock);
  return NULL;
}

int32_t getNumOfResult(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
  bool    hasMainFunction = hasMainOutput(pQueryAttr);

  int32_t maxOutput = 0;
  for (int32_t j = 0; j < numOfOutput; ++j) {
    int32_t id = pCtx[j].functionId;

    /*
     * ts, tag, tagprj function can not decide the output number of current query
     * the number of output result is decided by main output
     */
    if (hasMainFunction && (id == TSDB_FUNC_TS || id == TSDB_FUNC_TAG || id == TSDB_FUNC_TAGPRJ)) {
      continue;
    }

    SResultRowCellInfo *pResInfo = GET_RES_INFO(&pCtx[j]);
    if (pResInfo != NULL && maxOutput < pResInfo->numOfRes) {
      maxOutput = pResInfo->numOfRes;
    }
  }

  assert(maxOutput >= 0);
  return maxOutput;
}

static void clearNumOfRes(SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  for (int32_t j = 0; j < numOfOutput; ++j) {
    SResultRowCellInfo *pResInfo = GET_RES_INFO(&pCtx[j]);
    pResInfo->numOfRes = 0;
  }
}

static bool isSelectivityWithTagsQuery(SQLFunctionCtx *pCtx, int32_t numOfOutput) {
  bool    hasTags = false;
  int32_t numOfSelectivity = 0;

  for (int32_t i = 0; i < numOfOutput; ++i) {
    int32_t functId = pCtx[i].functionId;
    if (functId == TSDB_FUNC_TAG_DUMMY || functId == TSDB_FUNC_TS_DUMMY) {
      hasTags = true;
      continue;
    }

    if ((aAggs[functId].status & TSDB_FUNCSTATE_SELECTIVITY) != 0) {
      numOfSelectivity++;
    }
  }

  return (numOfSelectivity > 0 && hasTags);
}

static bool isProjQuery(SQueryAttr *pQueryAttr) {
  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functId = pQueryAttr->pExpr1[i].base.functionId;
    if (functId != TSDB_FUNC_PRJ && functId != TSDB_FUNC_TAGPRJ) {
      return false;
    }
  }

  return true;
}

static bool hasNullRv(SColIndex* pColIndex, SDataStatis *pStatis) {
  if (TSDB_COL_IS_TAG(pColIndex->flag) || TSDB_COL_IS_UD_COL(pColIndex->flag) || pColIndex->colId == PRIMARYKEY_TIMESTAMP_COL_INDEX) {
    return false;
  }

  if (pStatis != NULL && pStatis->numOfNull == 0) {
    return false;
  }

  return true;
}

static void prepareResultListBuffer(SResultRowInfo* pResultRowInfo, SQueryRuntimeEnv* pRuntimeEnv) {
  // more than the capacity, reallocate the resources
  if (pResultRowInfo->size < pResultRowInfo->capacity) {
    return;
  }

  int64_t newCapacity = 0;
  if (pResultRowInfo->capacity > 10000) {
    newCapacity = (int64_t)(pResultRowInfo->capacity * 1.25);
  } else {
    newCapacity = (int64_t)(pResultRowInfo->capacity * 1.5);
  }

  char *t = realloc(pResultRowInfo->pResult, (size_t)(newCapacity * POINTER_BYTES));
  if (t == NULL) {
    longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
  }

  pResultRowInfo->pResult = (SResultRow **)t;

  int32_t inc = (int32_t)newCapacity - pResultRowInfo->capacity;
  memset(&pResultRowInfo->pResult[pResultRowInfo->capacity], 0, POINTER_BYTES * inc);

  pResultRowInfo->capacity = (int32_t)newCapacity;
}

static SResultRow *doPrepareResultRowFromKey(SQueryRuntimeEnv *pRuntimeEnv, SResultRowInfo *pResultRowInfo, char *pData,
                                             int16_t bytes, bool masterscan, uint64_t uid) {
  bool existed = false;
  SET_RES_WINDOW_KEY(pRuntimeEnv->keyBuf, pData, bytes, uid);

  SResultRow **p1 =
      (SResultRow **)taosHashGet(pRuntimeEnv->pResultRowHashTable, pRuntimeEnv->keyBuf, GET_RES_WINDOW_KEY_LEN(bytes));

  // in case of repeat scan/reverse scan, no new time window added.
  if (QUERY_IS_INTERVAL_QUERY(pRuntimeEnv->pQueryAttr)) {
    if (!masterscan) {  // the *p1 may be NULL in case of sliding+offset exists.
      return (p1 != NULL)? *p1:NULL;
    }

    if (p1 != NULL) {
      for(int32_t i = pResultRowInfo->size - 1; i >= 0; --i) {
        if (pResultRowInfo->pResult[i] == (*p1)) {
          pResultRowInfo->curIndex = i;
          existed = true;
          break;
        }
      }
    }
  } else {
    if (p1 != NULL) {  // group by column query
      return *p1;
    }
  }

  if (!existed) {
    prepareResultListBuffer(pResultRowInfo, pRuntimeEnv);

    SResultRow *pResult = NULL;
    if (p1 == NULL) {
      pResult = getNewResultRow(pRuntimeEnv->pool);
      int32_t ret = initResultRow(pResult);
      if (ret != TSDB_CODE_SUCCESS) {
        longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
      }

      // add a new result set for a new group
      taosHashPut(pRuntimeEnv->pResultRowHashTable, pRuntimeEnv->keyBuf, GET_RES_WINDOW_KEY_LEN(bytes), &pResult, POINTER_BYTES);
    } else {
      pResult = *p1;
    }

    pResultRowInfo->pResult[pResultRowInfo->size] = pResult;
    pResultRowInfo->curIndex = pResultRowInfo->size++;
  }

  // too many time window in query
  if (pResultRowInfo->size > MAX_INTERVAL_TIME_WINDOW) {
    longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_TOO_MANY_TIMEWINDOW);
  }

  return getResultRow(pResultRowInfo, pResultRowInfo->curIndex);
}

static void getInitialStartTimeWindow(SQueryAttr* pQueryAttr, TSKEY ts, STimeWindow* w) {
  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    getAlignQueryTimeWindow(pQueryAttr, ts, ts, pQueryAttr->window.ekey, w);
  } else {
    // the start position of the first time window in the endpoint that spreads beyond the queried last timestamp
    getAlignQueryTimeWindow(pQueryAttr, ts, pQueryAttr->window.ekey, ts, w);

    int64_t key = w->skey;
    while(key < ts) { // moving towards end
      if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
        key = taosTimeAdd(key, pQueryAttr->interval.sliding, pQueryAttr->interval.slidingUnit, pQueryAttr->precision);
      } else {
        key += pQueryAttr->interval.sliding;
      }

      if (key >= ts) {
        break;
      }

      w->skey = key;
    }
  }
}

// get the correct time window according to the handled timestamp
static STimeWindow getActiveTimeWindow(SResultRowInfo * pResultRowInfo, int64_t ts, SQueryAttr *pQueryAttr) {
  STimeWindow w = {0};

 if (pResultRowInfo->curIndex == -1) {  // the first window, from the previous stored value
    if (pResultRowInfo->prevSKey == TSKEY_INITIAL_VAL) {
      getInitialStartTimeWindow(pQueryAttr, ts, &w);
      pResultRowInfo->prevSKey = w.skey;
    } else {
      w.skey = pResultRowInfo->prevSKey;
    }

    if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
      w.ekey = taosTimeAdd(w.skey, pQueryAttr->interval.interval, pQueryAttr->interval.intervalUnit, pQueryAttr->precision) - 1;
    } else {
      w.ekey = w.skey + pQueryAttr->interval.interval - 1;
    }
  } else {
    int32_t slot = curTimeWindowIndex(pResultRowInfo);
    SResultRow* pWindowRes = getResultRow(pResultRowInfo, slot);
    w = pWindowRes->win;
  }

  if (w.skey > ts || w.ekey < ts) {
    if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
      w.skey = taosTimeTruncate(ts, &pQueryAttr->interval, pQueryAttr->precision);
      w.ekey = taosTimeAdd(w.skey, pQueryAttr->interval.interval, pQueryAttr->interval.intervalUnit, pQueryAttr->precision) - 1;
    } else {
      int64_t st = w.skey;

      if (st > ts) {
        st -= ((st - ts + pQueryAttr->interval.sliding - 1) / pQueryAttr->interval.sliding) * pQueryAttr->interval.sliding;
      }

      int64_t et = st + pQueryAttr->interval.interval - 1;
      if (et < ts) {
        st += ((ts - et + pQueryAttr->interval.sliding - 1) / pQueryAttr->interval.sliding) * pQueryAttr->interval.sliding;
      }

      w.skey = st;
      w.ekey = w.skey + pQueryAttr->interval.interval - 1;
    }
  }

  /*
   * query border check, skey should not be bounded by the query time range, since the value skey will
   * be used as the time window index value. So we only change ekey of time window accordingly.
   */
  if (w.ekey > pQueryAttr->window.ekey && QUERY_IS_ASC_QUERY(pQueryAttr)) {
    w.ekey = pQueryAttr->window.ekey;
  }

  return w;
}

// a new buffer page for each table. Needs to opt this design
static int32_t addNewWindowResultBuf(SResultRow *pWindowRes, SDiskbasedResultBuf *pResultBuf, int32_t tid, uint32_t size) {
  if (pWindowRes->pageId != -1) {
    return 0;
  }

  tFilePage *pData = NULL;

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

  if (taosArrayGetSize(list) == 0) {
    pData = getNewDataBuf(pResultBuf, tid, &pageId);
  } else {
    SPageInfo* pi = getLastPageInfo(list);
    pData = getResBufPage(pResultBuf, pi->pageId);
    pageId = pi->pageId;

    if (pData->num + size > pResultBuf->pageSize) {
      // release current page first, and prepare the next one
      releaseResBufPageInfo(pResultBuf, pi);
      pData = getNewDataBuf(pResultBuf, tid, &pageId);
      if (pData != NULL) {
        assert(pData->num == 0);  // number of elements must be 0 for new allocated buffer
      }
    }
  }

  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;
    assert(pWindowRes->pageId >= 0);
  }

  return 0;
}

static int32_t setWindowOutputBufByKey(SQueryRuntimeEnv *pRuntimeEnv, SResultRowInfo *pResultRowInfo, STimeWindow *win,
                                       bool masterscan, SResultRow **pResult, int64_t groupId, SQLFunctionCtx* pCtx,
                                       int32_t numOfOutput, int32_t* rowCellInfoOffset) {
  assert(win->skey <= win->ekey);
  SDiskbasedResultBuf *pResultBuf = pRuntimeEnv->pResultBuf;

  SResultRow *pResultRow = doPrepareResultRowFromKey(pRuntimeEnv, pResultRowInfo, (char *)&win->skey, TSDB_KEYSIZE, masterscan, groupId);
  if (pResultRow == NULL) {
    *pResult = NULL;
    return TSDB_CODE_SUCCESS;
  }

  // not assign result buffer yet, add new result buffer
  if (pResultRow->pageId == -1) {
    int32_t ret = addNewWindowResultBuf(pResultRow, pResultBuf, (int32_t) groupId, pRuntimeEnv->pQueryAttr->intermediateResultRowSize);
    if (ret != TSDB_CODE_SUCCESS) {
      return -1;
    }
  }

  // set time window for current result
  pResultRow->win = (*win);
  *pResult = pResultRow;
  setResultRowOutputBufInitCtx(pRuntimeEnv, pResultRow, pCtx, numOfOutput, rowCellInfoOffset);

  return TSDB_CODE_SUCCESS;
}

static void setResultRowInterpo(SResultRow* pResult, SResultTsInterpType type) {
  assert(pResult != NULL && (type == RESULT_ROW_START_INTERP || type == RESULT_ROW_END_INTERP));
  if (type == RESULT_ROW_START_INTERP) {
    pResult->startInterp = true;
  } else {
    pResult->endInterp   = true;
  }
}

static bool resultRowInterpolated(SResultRow* pResult, SResultTsInterpType type) {
  assert(pResult != NULL && (type == RESULT_ROW_START_INTERP || type == RESULT_ROW_END_INTERP));
  if (type == RESULT_ROW_START_INTERP) {
    return pResult->startInterp == true;
  } else {
    return pResult->endInterp   == true;
  }
}

static FORCE_INLINE int32_t getForwardStepsInBlock(int32_t numOfRows, __block_search_fn_t searchFn, TSKEY ekey, int16_t pos,
                                      int16_t order, int64_t *pData) {
  int32_t forwardStep = 0;

  if (order == TSDB_ORDER_ASC) {
    int32_t end = searchFn((char*) &pData[pos], numOfRows - pos, ekey, order);
    if (end >= 0) {
      forwardStep = end;

      if (pData[end + pos] == ekey) {
        forwardStep += 1;
      }
    }
  } else {
    int32_t end = searchFn((char *)pData, pos + 1, ekey, order);
    if (end >= 0) {
      forwardStep = pos - end;

      if (pData[end] == ekey) {
        forwardStep += 1;
      }
    }
  }

  assert(forwardStep > 0);
  return forwardStep;
}

static void doUpdateResultRowIndex(SResultRowInfo*pResultRowInfo, TSKEY lastKey, bool ascQuery, bool timeWindowInterpo) {
  int64_t skey = TSKEY_INITIAL_VAL;
  int32_t i = 0;
  for (i = pResultRowInfo->size - 1; i >= 0; --i) {
    SResultRow *pResult = pResultRowInfo->pResult[i];
    if (pResult->closed) {
      break;
    }

    // new closed result rows
    if (timeWindowInterpo) {
      if (pResult->endInterp && ((pResult->win.skey <= lastKey && ascQuery) || (pResult->win.skey >= lastKey && !ascQuery))) {
        if (i > 0) { // the first time window, the startInterp is false.
          assert(pResult->startInterp);
        }

        closeResultRow(pResultRowInfo, i);
      } else {
        skey = pResult->win.skey;
      }
    } else {
      if ((pResult->win.ekey <= lastKey && ascQuery) || (pResult->win.skey >= lastKey && !ascQuery)) {
        closeResultRow(pResultRowInfo, i);
      } else {
        skey = pResult->win.skey;
      }
    }
  }

  // all result rows are closed, set the last one to be the skey
  if (skey == TSKEY_INITIAL_VAL) {
    pResultRowInfo->curIndex = pResultRowInfo->size - 1;
  } else {

    for (i = pResultRowInfo->size - 1; i >= 0; --i) {
      SResultRow *pResult = pResultRowInfo->pResult[i];
      if (pResult->closed) {
        break;
      }
    }

    if (i == pResultRowInfo->size - 1) {
      pResultRowInfo->curIndex = i;
    } else {
      pResultRowInfo->curIndex = i + 1;  // current not closed result object
    }

    pResultRowInfo->prevSKey = pResultRowInfo->pResult[pResultRowInfo->curIndex]->win.skey;
  }
}

static void updateResultRowInfoActiveIndex(SResultRowInfo* pResultRowInfo, SQueryAttr* pQueryAttr, TSKEY lastKey) {
  bool ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);
  if ((lastKey > pQueryAttr->window.ekey && ascQuery) || (lastKey < pQueryAttr->window.ekey && (!ascQuery))) {
    closeAllResultRows(pResultRowInfo);
    pResultRowInfo->curIndex = pResultRowInfo->size - 1;
  } else {
    int32_t step = ascQuery ? 1 : -1;
    doUpdateResultRowIndex(pResultRowInfo, lastKey - step, ascQuery, pQueryAttr->timeWindowInterpo);
  }
}

static int32_t getNumOfRowsInTimeWindow(SQueryRuntimeEnv* pRuntimeEnv, SDataBlockInfo *pDataBlockInfo, TSKEY *pPrimaryColumn,
                                        int32_t startPos, TSKEY ekey, __block_search_fn_t searchFn, bool updateLastKey) {
  assert(startPos >= 0 && startPos < pDataBlockInfo->rows);
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  STableQueryInfo* item = pRuntimeEnv->current;

  int32_t num   = -1;
  int32_t order = pQueryAttr->order.order;
  int32_t step  = GET_FORWARD_DIRECTION_FACTOR(order);

  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    if (ekey < pDataBlockInfo->window.ekey) {
      num = getForwardStepsInBlock(pDataBlockInfo->rows, searchFn, ekey, startPos, order, pPrimaryColumn);
      if (updateLastKey) { // update the last key
        item->lastKey = pPrimaryColumn[startPos + (num - 1)] + step;
      }
    } else {
      num = pDataBlockInfo->rows - startPos;
      if (updateLastKey) {
        item->lastKey = pDataBlockInfo->window.ekey + step;
      }
    }
  } else {  // desc
    if (ekey > pDataBlockInfo->window.skey) {
      num = getForwardStepsInBlock(pDataBlockInfo->rows, searchFn, ekey, startPos, order, pPrimaryColumn);
      if (updateLastKey) {  // update the last key
        item->lastKey = pPrimaryColumn[startPos - (num - 1)] + step;
      }
    } else {
      num = startPos + 1;
      if (updateLastKey) {
        item->lastKey = pDataBlockInfo->window.skey + step;
      }
    }
  }

  assert(num > 0);
  return num;
}

static void doApplyFunctions(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, STimeWindow* pWin, int32_t offset,
                             int32_t forwardStep, TSKEY* tsCol, int32_t numOfTotal, int32_t numOfOutput) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
  bool hasPrev = pCtx[0].preAggVals.isSet;

  for (int32_t k = 0; k < numOfOutput; ++k) {
    pCtx[k].size = forwardStep;
    pCtx[k].startTs = pWin->skey;

    char* start = pCtx[k].pInput;

    int32_t pos = (QUERY_IS_ASC_QUERY(pQueryAttr)) ? offset : offset - (forwardStep - 1);
    if (pCtx[k].pInput != NULL) {
      pCtx[k].pInput = (char *)pCtx[k].pInput + pos * pCtx[k].inputBytes;
    }

    if (tsCol != NULL) {
      pCtx[k].ptsList = &tsCol[pos];
    }

    int32_t functionId = pCtx[k].functionId;

    // 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].preAggVals.isSet && forwardStep < numOfTotal) {
      pCtx[k].preAggVals.isSet = false;
    }

    if (functionNeedToExecute(pRuntimeEnv, &pCtx[k], functionId)) {
      aAggs[functionId].xFunction(&pCtx[k]);
    }

    // restore it
    pCtx[k].preAggVals.isSet = hasPrev;
    pCtx[k].pInput = start;
  }
}


static int32_t getNextQualifiedWindow(SQueryAttr* pQueryAttr, STimeWindow *pNext, SDataBlockInfo *pDataBlockInfo,
    TSKEY *primaryKeys, __block_search_fn_t searchFn, int32_t prevPosition) {
  getNextTimeWindow(pQueryAttr, pNext);

  // next time window is not in current block
  if ((pNext->skey > pDataBlockInfo->window.ekey && QUERY_IS_ASC_QUERY(pQueryAttr)) ||
      (pNext->ekey < pDataBlockInfo->window.skey && !QUERY_IS_ASC_QUERY(pQueryAttr))) {
    return -1;
  }

  TSKEY startKey = -1;
  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    startKey = pNext->skey;
    if (startKey < pQueryAttr->window.skey) {
      startKey = pQueryAttr->window.skey;
    }
  } else {
    startKey = pNext->ekey;
    if (startKey > pQueryAttr->window.skey) {
      startKey = pQueryAttr->window.skey;
    }
  }

  int32_t startPos = 0;

  // tumbling time window query, a special case of sliding time window query
  if (pQueryAttr->interval.sliding == pQueryAttr->interval.interval && prevPosition != -1) {
    int32_t factor = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
    startPos = prevPosition + factor;
  } else {
    if (startKey <= pDataBlockInfo->window.skey && QUERY_IS_ASC_QUERY(pQueryAttr)) {
      startPos = 0;
    } else if (startKey >= pDataBlockInfo->window.ekey && !QUERY_IS_ASC_QUERY(pQueryAttr)) {
      startPos = pDataBlockInfo->rows - 1;
    } else {
      startPos = searchFn((char *)primaryKeys, pDataBlockInfo->rows, startKey, pQueryAttr->order.order);
    }
  }

  /*
   * This time window does not cover any data, try next time window,
   * this case may happen when the time window is too small
   */
  if (primaryKeys == NULL) {
    if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
      assert(pDataBlockInfo->window.skey <= pNext->ekey);
    } else {
      assert(pDataBlockInfo->window.ekey >= pNext->skey);
    }
  } else {
    if (QUERY_IS_ASC_QUERY(pQueryAttr) && primaryKeys[startPos] > pNext->ekey) {
      TSKEY next = primaryKeys[startPos];
      if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
        pNext->skey = taosTimeTruncate(next, &pQueryAttr->interval, pQueryAttr->precision);
        pNext->ekey = taosTimeAdd(pNext->skey, pQueryAttr->interval.interval, pQueryAttr->interval.intervalUnit, pQueryAttr->precision) - 1;
      } else {
        pNext->ekey += ((next - pNext->ekey + pQueryAttr->interval.sliding - 1)/pQueryAttr->interval.sliding) * pQueryAttr->interval.sliding;
        pNext->skey = pNext->ekey - pQueryAttr->interval.interval + 1;
      }
    } else if ((!QUERY_IS_ASC_QUERY(pQueryAttr)) && primaryKeys[startPos] < pNext->skey) {
      TSKEY next = primaryKeys[startPos];
      if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
        pNext->skey = taosTimeTruncate(next, &pQueryAttr->interval, pQueryAttr->precision);
        pNext->ekey = taosTimeAdd(pNext->skey, pQueryAttr->interval.interval, pQueryAttr->interval.intervalUnit, pQueryAttr->precision) - 1;
      } else {
        pNext->skey -= ((pNext->skey - next + pQueryAttr->interval.sliding - 1) / pQueryAttr->interval.sliding) * pQueryAttr->interval.sliding;
        pNext->ekey = pNext->skey + pQueryAttr->interval.interval - 1;
      }
    }
  }

  return startPos;
}

static FORCE_INLINE TSKEY reviseWindowEkey(SQueryAttr *pQueryAttr, STimeWindow *pWindow) {
  TSKEY ekey = -1;
  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    ekey = pWindow->ekey;
    if (ekey > pQueryAttr->window.ekey) {
      ekey = pQueryAttr->window.ekey;
    }
  } else {
    ekey = pWindow->skey;
    if (ekey < pQueryAttr->window.ekey) {
      ekey = pQueryAttr->window.ekey;
    }
  }

  return ekey;
}

static void setNotInterpoWindowKey(SQLFunctionCtx* pCtx, int32_t numOfOutput, int32_t type) {
  if (type == RESULT_ROW_START_INTERP) {
    for (int32_t k = 0; k < numOfOutput; ++k) {
      pCtx[k].start.key = INT64_MIN;
    }
  } else {
    for (int32_t k = 0; k < numOfOutput; ++k) {
      pCtx[k].end.key = INT64_MIN;
    }
  }
}

// window start key interpolation


static void saveDataBlockLastRow(SQueryRuntimeEnv* pRuntimeEnv, SDataBlockInfo* pDataBlockInfo, SArray* pDataBlock,
    int32_t rowIndex) {
  if (pDataBlock == NULL) {
    return;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  for (int32_t k = 0; k < pQueryAttr->numOfCols; ++k) {
    SColumnInfoData *pColInfo = taosArrayGet(pDataBlock, k);
    memcpy(pRuntimeEnv->prevRow[k], ((char*)pColInfo->pData) + (pColInfo->info.bytes * rowIndex), pColInfo->info.bytes);
  }
}

static TSKEY getStartTsKey(SQueryAttr* pQueryAttr, STimeWindow* win, const TSKEY* tsCols, int32_t rows) {
  TSKEY ts = TSKEY_INITIAL_VAL;

  bool ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);
  if (tsCols == NULL) {
    ts = ascQuery? win->skey : win->ekey;
  } else {
    int32_t offset = ascQuery? 0:rows-1;
    ts = tsCols[offset];
  }

  return ts;
}

static void setArithParams(SArithmeticSupport* sas, SExprInfo *pExprInfo, SSDataBlock* pSDataBlock) {
  sas->numOfCols = (int32_t) pSDataBlock->info.numOfCols;
  sas->pExprInfo = pExprInfo;

  sas->colList = calloc(1, pSDataBlock->info.numOfCols*sizeof(SColumnInfo));
  for(int32_t i = 0; i < sas->numOfCols; ++i) {
    SColumnInfoData* pColData = taosArrayGet(pSDataBlock->pDataBlock, i);
    sas->colList[i] = pColData->info;
  }

  sas->data = calloc(sas->numOfCols, POINTER_BYTES);

  // set the input column data
  for (int32_t f = 0; f < pSDataBlock->info.numOfCols; ++f) {
    SColumnInfoData *pColumnInfoData = taosArrayGet(pSDataBlock->pDataBlock, f);
    sas->data[f] = pColumnInfoData->pData;
  }
}

static void doSetInputDataBlock(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SSDataBlock* pBlock, int32_t order);
static void doSetInputDataBlockInfo(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SSDataBlock* pBlock, int32_t order) {
  for (int32_t i = 0; i < pOperator->numOfOutput; ++i) {
    pCtx[i].order = order;
    pCtx[i].size  = pBlock->info.rows;
    pCtx[i].currentStage = (uint8_t)pOperator->pRuntimeEnv->scanFlag;

    setBlockStatisInfo(&pCtx[i], pBlock, &pOperator->pExpr[i].base.colInfo);
  }
}

void setInputDataBlock(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SSDataBlock* pBlock, int32_t order) {
  if (pCtx[0].functionId == TSDB_FUNC_ARITHM) {
    SArithmeticSupport* pSupport = (SArithmeticSupport*) pCtx[0].param[1].pz;
    if (pSupport->colList == NULL) {
      doSetInputDataBlock(pOperator, pCtx, pBlock, order);
    } else {
      doSetInputDataBlockInfo(pOperator, pCtx, pBlock, order);
    }
  } else {
    if (pCtx[0].pInput == NULL && pBlock->pDataBlock != NULL) {
      doSetInputDataBlock(pOperator, pCtx, pBlock, order);
    } else {
      doSetInputDataBlockInfo(pOperator, pCtx, pBlock, order);
    }
  }
}

static void doSetInputDataBlock(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SSDataBlock* pBlock, int32_t order) {
  for (int32_t i = 0; i < pOperator->numOfOutput; ++i) {
    pCtx[i].order = order;
    pCtx[i].size  = pBlock->info.rows;
    pCtx[i].currentStage = (uint8_t)pOperator->pRuntimeEnv->scanFlag;

    setBlockStatisInfo(&pCtx[i], pBlock, &pOperator->pExpr[i].base.colInfo);

    if (pCtx[i].functionId == TSDB_FUNC_ARITHM) {
      setArithParams((SArithmeticSupport*)pCtx[i].param[1].pz, &pOperator->pExpr[i], pBlock);
    } else {
      SColIndex* pCol = &pOperator->pExpr[i].base.colInfo;
      if (TSDB_COL_IS_NORMAL_COL(pCol->flag) || (pCol->colId == TSDB_BLOCK_DIST_COLUMN_INDEX) ||
          (TSDB_COL_IS_TAG(pCol->flag) && pOperator->pRuntimeEnv->scanFlag == MERGE_STAGE)) {
        SColIndex*       pColIndex = &pOperator->pExpr[i].base.colInfo;
        SColumnInfoData* p = taosArrayGet(pBlock->pDataBlock, pColIndex->colIndex);

        // in case of the block distribution query, the inputBytes is not a constant value.
        pCtx[i].pInput = p->pData;
        assert(p->info.colId == pColIndex->colId && pCtx[i].inputType == p->info.type);

        uint32_t status = aAggs[pCtx[i].functionId].status;
        if ((status & (TSDB_FUNCSTATE_SELECTIVITY | TSDB_FUNCSTATE_NEED_TS)) != 0) {
          SColumnInfoData* tsInfo = taosArrayGet(pBlock->pDataBlock, 0);
          pCtx[i].ptsList = (int64_t*) tsInfo->pData;
        }
      } else if (TSDB_COL_IS_UD_COL(pCol->flag) && (pOperator->pRuntimeEnv->scanFlag == MERGE_STAGE)) {
        SColIndex*       pColIndex = &pOperator->pExpr[i].base.colInfo;
        SColumnInfoData* p = taosArrayGet(pBlock->pDataBlock, pColIndex->colIndex);

        pCtx[i].pInput = p->pData;
        assert(p->info.colId == pColIndex->colId && pCtx[i].inputType == p->info.type);
        for(int32_t j = 0; j < pBlock->info.rows; ++j) {
          char* dst = p->pData + j * p->info.bytes;
          tVariantDump(&pOperator->pExpr[i].base.param[1], dst, p->info.type, true);
        }
      }
    }
  }
}

static void doAggregateImpl(SOperatorInfo* pOperator, TSKEY startTs, SQLFunctionCtx* pCtx, SSDataBlock* pSDataBlock) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  for (int32_t k = 0; k < pOperator->numOfOutput; ++k) {
    int32_t functionId = pCtx[k].functionId;
    if (functionNeedToExecute(pRuntimeEnv, &pCtx[k], functionId)) {
      pCtx[k].startTs = startTs;// this can be set during create the struct
      aAggs[functionId].xFunction(&pCtx[k]);
    }
  }
}

static void arithmeticApplyFunctions(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx *pCtx, int32_t numOfOutput) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  for (int32_t k = 0; k < numOfOutput; ++k) {
    pCtx[k].startTs = pQueryAttr->window.skey;

    // Always set the asc order for merge stage process
    if (pCtx[k].currentStage == MERGE_STAGE) {
      pCtx[k].order = TSDB_ORDER_ASC;
    }

    aAggs[pCtx[k].functionId].xFunction(&pCtx[k]);
  }
}

void doTimeWindowInterpolation(SOperatorInfo* pOperator, SOptrBasicInfo* pInfo, SArray* pDataBlock, TSKEY prevTs,
                               int32_t prevRowIndex, TSKEY curTs, int32_t curRowIndex, TSKEY windowKey, int32_t type) {
  SQueryRuntimeEnv *pRuntimeEnv = pOperator->pRuntimeEnv;
  SExprInfo* pExpr = pOperator->pExpr;

  SQLFunctionCtx* pCtx = pInfo->pCtx;

  for (int32_t k = 0; k < pOperator->numOfOutput; ++k) {
    int32_t functionId = pCtx[k].functionId;
    if (functionId != TSDB_FUNC_TWA && functionId != TSDB_FUNC_INTERP) {
      pCtx[k].start.key = INT64_MIN;
      continue;
    }

    SColIndex *      pColIndex = &pExpr[k].base.colInfo;
    int16_t          index = pColIndex->colIndex;
    SColumnInfoData *pColInfo = taosArrayGet(pDataBlock, index);

    assert(pColInfo->info.colId == pColIndex->colId && curTs != windowKey);
    double v1 = 0, v2 = 0, v = 0;

    if (prevRowIndex == -1) {
      GET_TYPED_DATA(v1, double, pColInfo->info.type, (char *)pRuntimeEnv->prevRow[index]);
    } else {
      GET_TYPED_DATA(v1, double, pColInfo->info.type, (char *)pColInfo->pData + prevRowIndex * pColInfo->info.bytes);
    }

    GET_TYPED_DATA(v2, double, pColInfo->info.type, (char *)pColInfo->pData + curRowIndex * pColInfo->info.bytes);

    if (functionId == TSDB_FUNC_INTERP) {
      if (type == RESULT_ROW_START_INTERP) {
        pCtx[k].start.key = prevTs;
        pCtx[k].start.val = v1;

        pCtx[k].end.key = curTs;
        pCtx[k].end.val = v2;
      }
    } else if (functionId == TSDB_FUNC_TWA) {
      SPoint point1 = (SPoint){.key = prevTs,    .val = &v1};
      SPoint point2 = (SPoint){.key = curTs,     .val = &v2};
      SPoint point  = (SPoint){.key = windowKey, .val = &v };

      taosGetLinearInterpolationVal(&point, TSDB_DATA_TYPE_DOUBLE, &point1, &point2, TSDB_DATA_TYPE_DOUBLE);

      if (type == RESULT_ROW_START_INTERP) {
        pCtx[k].start.key = point.key;
        pCtx[k].start.val = v;
      } else {
        pCtx[k].end.key = point.key;
        pCtx[k].end.val = v;
      }
    }
  }
}

static bool setTimeWindowInterpolationStartTs(SOperatorInfo* pOperatorInfo, SQLFunctionCtx* pCtx, int32_t pos,
                                              int32_t numOfRows, SArray* pDataBlock, const TSKEY* tsCols, STimeWindow* win) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperatorInfo->pRuntimeEnv;
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  bool ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);

  TSKEY curTs  = tsCols[pos];
  TSKEY lastTs = *(TSKEY *) pRuntimeEnv->prevRow[0];

  // lastTs == INT64_MIN and pos == 0 means this is the first time window, interpolation is not needed.
  // start exactly from this point, no need to do interpolation
  TSKEY key = ascQuery? win->skey:win->ekey;
  if (key == curTs) {
    setNotInterpoWindowKey(pCtx, pOperatorInfo->numOfOutput, RESULT_ROW_START_INTERP);
    return true;
  }

  if (lastTs == INT64_MIN && ((pos == 0 && ascQuery) || (pos == (numOfRows - 1) && !ascQuery))) {
    setNotInterpoWindowKey(pCtx, pOperatorInfo->numOfOutput, RESULT_ROW_START_INTERP);
    return true;
  }

  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
  TSKEY   prevTs = ((pos == 0 && ascQuery) || (pos == (numOfRows - 1) && !ascQuery))? lastTs:tsCols[pos - step];

  doTimeWindowInterpolation(pOperatorInfo, pOperatorInfo->info, pDataBlock, prevTs, pos - step, curTs, pos,
      key, RESULT_ROW_START_INTERP);
  return true;
}

static bool setTimeWindowInterpolationEndTs(SOperatorInfo* pOperatorInfo, SQLFunctionCtx* pCtx,
    int32_t endRowIndex, SArray* pDataBlock, const TSKEY* tsCols, TSKEY blockEkey, STimeWindow* win) {
  SQueryRuntimeEnv *pRuntimeEnv = pOperatorInfo->pRuntimeEnv;
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t numOfOutput = pOperatorInfo->numOfOutput;

  TSKEY   actualEndKey = tsCols[endRowIndex];

  TSKEY key = QUERY_IS_ASC_QUERY(pQueryAttr)? win->ekey:win->skey;

  // not ended in current data block, do not invoke interpolation
  if ((key > blockEkey && QUERY_IS_ASC_QUERY(pQueryAttr)) || (key < blockEkey && !QUERY_IS_ASC_QUERY(pQueryAttr))) {
    setNotInterpoWindowKey(pCtx, numOfOutput, RESULT_ROW_END_INTERP);
    return false;
  }

  // there is actual end point of current time window, no interpolation need
  if (key == actualEndKey) {
    setNotInterpoWindowKey(pCtx, numOfOutput, RESULT_ROW_END_INTERP);
    return true;
  }

  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
  int32_t nextRowIndex = endRowIndex + step;
  assert(nextRowIndex >= 0);

  TSKEY nextKey = tsCols[nextRowIndex];
  doTimeWindowInterpolation(pOperatorInfo, pOperatorInfo->info, pDataBlock, actualEndKey, endRowIndex, nextKey,
      nextRowIndex, key, RESULT_ROW_END_INTERP);
  return true;
}

static void doWindowBorderInterpolation(SOperatorInfo* pOperatorInfo, SSDataBlock* pBlock, SQLFunctionCtx* pCtx,
    SResultRow* pResult, STimeWindow* win, int32_t startPos, int32_t forwardStep) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperatorInfo->pRuntimeEnv;
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  if (!pQueryAttr->timeWindowInterpo) {
    return;
  }

  assert(pBlock != NULL);
  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);

  SColumnInfoData *pColInfo = taosArrayGet(pBlock->pDataBlock, 0);

  TSKEY  *tsCols = (TSKEY *)(pColInfo->pData);
  bool done = resultRowInterpolated(pResult, RESULT_ROW_START_INTERP);
  if (!done) { // it is not interpolated, now start to generated the interpolated value
    int32_t startRowIndex = startPos;
    bool interp = setTimeWindowInterpolationStartTs(pOperatorInfo, pCtx, startRowIndex, pBlock->info.rows, pBlock->pDataBlock,
        tsCols, win);
    if (interp) {
      setResultRowInterpo(pResult, RESULT_ROW_START_INTERP);
    }
  } else {
    setNotInterpoWindowKey(pCtx, pQueryAttr->numOfOutput, RESULT_ROW_START_INTERP);
  }

  // point interpolation does not require the end key time window interpolation.
  if (pQueryAttr->pointInterpQuery) {
    return;
  }

  // interpolation query does not generate the time window end interpolation
  done = resultRowInterpolated(pResult, RESULT_ROW_END_INTERP);
  if (!done) {
    int32_t endRowIndex = startPos + (forwardStep - 1) * step;

    TSKEY endKey = QUERY_IS_ASC_QUERY(pQueryAttr)? pBlock->info.window.ekey:pBlock->info.window.skey;
    bool  interp = setTimeWindowInterpolationEndTs(pOperatorInfo, pCtx, endRowIndex, pBlock->pDataBlock, tsCols, endKey, win);
    if (interp) {
      setResultRowInterpo(pResult, RESULT_ROW_END_INTERP);
    }
  } else {
    setNotInterpoWindowKey(pCtx, pQueryAttr->numOfOutput, RESULT_ROW_END_INTERP);
  }
}

static void hashIntervalAgg(SOperatorInfo* pOperatorInfo, SResultRowInfo* pResultRowInfo, SSDataBlock* pSDataBlock, int32_t groupId) {
  STableIntervalOperatorInfo* pInfo = (STableIntervalOperatorInfo*) pOperatorInfo->info;

  SQueryRuntimeEnv* pRuntimeEnv = pOperatorInfo->pRuntimeEnv;
  int32_t           numOfOutput = pOperatorInfo->numOfOutput;
  SQueryAttr*           pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
  bool ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);

  int32_t prevIndex = curTimeWindowIndex(pResultRowInfo);

  TSKEY* tsCols = NULL;
  if (pSDataBlock->pDataBlock != NULL) {
    SColumnInfoData* pColDataInfo = taosArrayGet(pSDataBlock->pDataBlock, 0);
    tsCols = (int64_t*) pColDataInfo->pData;
    assert(tsCols[0] == pSDataBlock->info.window.skey &&
           tsCols[pSDataBlock->info.rows - 1] == pSDataBlock->info.window.ekey);
  }

  int32_t startPos = ascQuery? 0 : (pSDataBlock->info.rows - 1);
  TSKEY ts = getStartTsKey(pQueryAttr, &pSDataBlock->info.window, tsCols, pSDataBlock->info.rows);

  STimeWindow win = getActiveTimeWindow(pResultRowInfo, ts, pQueryAttr);
  bool masterScan = IS_MASTER_SCAN(pRuntimeEnv);

  SResultRow* pResult = NULL;
  int32_t ret = setWindowOutputBufByKey(pRuntimeEnv, pResultRowInfo, &win, masterScan, &pResult, groupId, pInfo->pCtx,
                                        numOfOutput, pInfo->rowCellInfoOffset);
  if (ret != TSDB_CODE_SUCCESS || pResult == NULL) {
    longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
  }

  int32_t forwardStep = 0;
  TSKEY   ekey = reviseWindowEkey(pQueryAttr, &win);
  forwardStep =
      getNumOfRowsInTimeWindow(pRuntimeEnv, &pSDataBlock->info, tsCols, startPos, ekey, binarySearchForKey, true);

  // prev time window not interpolation yet.
  int32_t curIndex = curTimeWindowIndex(pResultRowInfo);
  if (prevIndex != -1 && prevIndex < curIndex && pQueryAttr->timeWindowInterpo) {
    for (int32_t j = prevIndex; j < curIndex; ++j) {  // previous time window may be all closed already.
      SResultRow* pRes = pResultRowInfo->pResult[j];
      if (pRes->closed) {
        assert(resultRowInterpolated(pRes, RESULT_ROW_START_INTERP) &&
               resultRowInterpolated(pRes, RESULT_ROW_END_INTERP));
        continue;
      }

      STimeWindow w = pRes->win;
      ret = setWindowOutputBufByKey(pRuntimeEnv, pResultRowInfo, &w, masterScan, &pResult, groupId, pInfo->pCtx,
                                    numOfOutput, pInfo->rowCellInfoOffset);
      if (ret != TSDB_CODE_SUCCESS) {
        longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
      }

      assert(!resultRowInterpolated(pResult, RESULT_ROW_END_INTERP));

      doTimeWindowInterpolation(pOperatorInfo, pInfo, pSDataBlock->pDataBlock, *(TSKEY *)pRuntimeEnv->prevRow[0],
            -1, tsCols[startPos], startPos, w.ekey, RESULT_ROW_END_INTERP);

      setResultRowInterpo(pResult, RESULT_ROW_END_INTERP);
      setNotInterpoWindowKey(pInfo->pCtx, pQueryAttr->numOfOutput, RESULT_ROW_START_INTERP);

      doApplyFunctions(pRuntimeEnv, pInfo->pCtx, &w, startPos, 0, tsCols, pSDataBlock->info.rows, numOfOutput);
    }

    // restore current time window
    ret = setWindowOutputBufByKey(pRuntimeEnv, pResultRowInfo, &win, masterScan, &pResult, groupId, pInfo->pCtx,
                                  numOfOutput, pInfo->rowCellInfoOffset);
    if (ret != TSDB_CODE_SUCCESS) {
      longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
    }
  }

  // window start key interpolation
  doWindowBorderInterpolation(pOperatorInfo, pSDataBlock, pInfo->pCtx, pResult, &win, startPos, forwardStep);
  doApplyFunctions(pRuntimeEnv, pInfo->pCtx, &win, startPos, forwardStep, tsCols, pSDataBlock->info.rows, numOfOutput);

  STimeWindow nextWin = win;
  while (1) {
    int32_t prevEndPos = (forwardStep - 1) * step + startPos;
    startPos = getNextQualifiedWindow(pQueryAttr, &nextWin, &pSDataBlock->info, tsCols, binarySearchForKey, prevEndPos);
    if (startPos < 0) {
      break;
    }

    // null data, failed to allocate more memory buffer
    int32_t code = setWindowOutputBufByKey(pRuntimeEnv, pResultRowInfo, &nextWin, masterScan, &pResult, groupId,
                                           pInfo->pCtx, numOfOutput, pInfo->rowCellInfoOffset);
    if (code != TSDB_CODE_SUCCESS || pResult == NULL) {
      longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
    }

    ekey = reviseWindowEkey(pQueryAttr, &nextWin);
    forwardStep = getNumOfRowsInTimeWindow(pRuntimeEnv, &pSDataBlock->info, tsCols, startPos, ekey, binarySearchForKey, true);

    // window start(end) key interpolation
    doWindowBorderInterpolation(pOperatorInfo, pSDataBlock, pInfo->pCtx, pResult, &nextWin, startPos, forwardStep);
    doApplyFunctions(pRuntimeEnv, pInfo->pCtx, &nextWin, startPos, forwardStep, tsCols, pSDataBlock->info.rows, numOfOutput);
  }

  if (pQueryAttr->timeWindowInterpo) {
    int32_t rowIndex = ascQuery? (pSDataBlock->info.rows-1):0;
    saveDataBlockLastRow(pRuntimeEnv, &pSDataBlock->info, pSDataBlock->pDataBlock, rowIndex);
  }

  updateResultRowInfoActiveIndex(pResultRowInfo, pQueryAttr, pRuntimeEnv->current->lastKey);
}

static void doHashGroupbyAgg(SOperatorInfo* pOperator, SGroupbyOperatorInfo *pInfo, SSDataBlock *pSDataBlock) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  STableQueryInfo*  item = pRuntimeEnv->current;

  SColumnInfoData* pColInfoData = taosArrayGet(pSDataBlock->pDataBlock, pInfo->colIndex);

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int16_t     bytes = pColInfoData->info.bytes;
  int16_t     type = pColInfoData->info.type;

  if (type == TSDB_DATA_TYPE_FLOAT || type == TSDB_DATA_TYPE_DOUBLE) {
    qError("QInfo:0x%"PRIx64" group by not supported on double/float columns, abort", GET_QID(pRuntimeEnv));
    return;
  }

  for (int32_t j = 0; j < pSDataBlock->info.rows; ++j) {
    char* val = ((char*)pColInfoData->pData) + bytes * j;
    if (isNull(val, type)) {
      continue;
    }

    // Compare with the previous row of this column, and do not set the output buffer again if they are identical.
    if (pInfo->prevData == NULL || (memcmp(pInfo->prevData, val, bytes) != 0)) {
      if (pInfo->prevData == NULL) {
        pInfo->prevData = malloc(bytes);
      }

      memcpy(pInfo->prevData, val, bytes);

      if (pQueryAttr->stableQuery && pQueryAttr->stabledev && (pRuntimeEnv->prevResult != NULL)) {
        setParamForStableStddevByColData(pRuntimeEnv, pInfo->binfo.pCtx, pOperator->numOfOutput, pOperator->pExpr, val, bytes);
      }

      int32_t ret =
          setGroupResultOutputBuf(pRuntimeEnv, pInfo, pOperator->numOfOutput, val, type, bytes, item->groupIndex);
      if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
        longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_APP_ERROR);
      }
    }

    for (int32_t k = 0; k < pOperator->numOfOutput; ++k) {
      pInfo->binfo.pCtx[k].size = 1;
      int32_t functionId = pInfo->binfo.pCtx[k].functionId;
      if (functionNeedToExecute(pRuntimeEnv, &pInfo->binfo.pCtx[k], functionId)) {
        aAggs[functionId].xFunctionF(&pInfo->binfo.pCtx[k], j);
      }
    }
  }
}

static void doSessionWindowAggImpl(SOperatorInfo* pOperator, SSWindowOperatorInfo *pInfo, SSDataBlock *pSDataBlock) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  STableQueryInfo*  item = pRuntimeEnv->current;

  // primary timestamp column
  SColumnInfoData* pColInfoData = taosArrayGet(pSDataBlock->pDataBlock, 0);

  bool    masterScan = IS_MASTER_SCAN(pRuntimeEnv);
  SOptrBasicInfo* pBInfo = &pInfo->binfo;

  int64_t gap = pOperator->pRuntimeEnv->pQueryAttr->sw.gap;
  pInfo->numOfRows = 0;

  TSKEY* tsList = (TSKEY*)pColInfoData->pData;
  for (int32_t j = 0; j < pSDataBlock->info.rows; ++j) {
    if (pInfo->prevTs == INT64_MIN) {
      pInfo->curWindow.skey = tsList[j];
      pInfo->curWindow.ekey = tsList[j];
      pInfo->prevTs = tsList[j];
      pInfo->numOfRows = 1;
      pInfo->start = j;
    } else if (tsList[j] - pInfo->prevTs <= gap) {
      pInfo->curWindow.ekey = tsList[j];
      pInfo->prevTs = tsList[j];
      pInfo->numOfRows += 1;
      pInfo->start = j;
    } else {  // start a new session window
      SResultRow* pResult = NULL;

      int32_t ret = setWindowOutputBufByKey(pRuntimeEnv, &pBInfo->resultRowInfo, &pInfo->curWindow, masterScan,
                                            &pResult, item->groupIndex, pBInfo->pCtx, pOperator->numOfOutput,
                                            pBInfo->rowCellInfoOffset);
      if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
        longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_APP_ERROR);
      }

      doApplyFunctions(pRuntimeEnv, pBInfo->pCtx, &pInfo->curWindow, pInfo->start, pInfo->numOfRows, tsList,
                       pSDataBlock->info.rows, pOperator->numOfOutput);

      pInfo->curWindow.skey = tsList[j];
      pInfo->curWindow.ekey = tsList[j];
      pInfo->prevTs = tsList[j];
      pInfo->numOfRows = 1;
      pInfo->start = j;
    }
  }

  SResultRow* pResult = NULL;

  int32_t ret = setWindowOutputBufByKey(pRuntimeEnv, &pBInfo->resultRowInfo, &pInfo->curWindow, masterScan,
                                        &pResult, item->groupIndex, pBInfo->pCtx, pOperator->numOfOutput,
                                        pBInfo->rowCellInfoOffset);
  if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
    longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_APP_ERROR);
  }

  doApplyFunctions(pRuntimeEnv, pBInfo->pCtx, &pInfo->curWindow, pInfo->start, pInfo->numOfRows, tsList,
                   pSDataBlock->info.rows, pOperator->numOfOutput);
}

static void setResultRowKey(SResultRow* pResultRow, char* pData, int16_t type) {
  int64_t v = -1;
  GET_TYPED_DATA(v, int64_t, type, pData);
  if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
    if (pResultRow->key == NULL) {
      pResultRow->key = malloc(varDataTLen(pData));
      varDataCopy(pResultRow->key, pData);
    } else {
      assert(memcmp(pResultRow->key, pData, varDataTLen(pData)) == 0);
    }
  } else {
    pResultRow->win.skey = v;
    pResultRow->win.ekey = v;
  }
}

static int32_t setGroupResultOutputBuf(SQueryRuntimeEnv *pRuntimeEnv, SGroupbyOperatorInfo *pInfo, int32_t numOfCols, char *pData, int16_t type, int16_t bytes, int32_t groupIndex) {
  SDiskbasedResultBuf *pResultBuf = pRuntimeEnv->pResultBuf;

  int32_t        *rowCellInfoOffset = pInfo->binfo.rowCellInfoOffset;
  SResultRowInfo *pResultRowInfo    = &pInfo->binfo.resultRowInfo;
  SQLFunctionCtx *pCtx              = pInfo->binfo.pCtx;

  // not assign result buffer yet, add new result buffer, TODO remove it
  char* d = pData;
  int16_t len = bytes;
  if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
    d = varDataVal(pData);
    len = varDataLen(pData);
  }

  SResultRow *pResultRow = doPrepareResultRowFromKey(pRuntimeEnv, pResultRowInfo, d, len, true, groupIndex);
  assert (pResultRow != NULL);

  setResultRowKey(pResultRow, pData, type);
  if (pResultRow->pageId == -1) {
    int32_t ret = addNewWindowResultBuf(pResultRow, pResultBuf, groupIndex, pRuntimeEnv->pQueryAttr->resultRowSize);
    if (ret != 0) {
      return -1;
    }
  }

  setResultOutputBuf(pRuntimeEnv, pResultRow, pCtx, numOfCols, rowCellInfoOffset);
  initCtxOutputBuffer(pCtx, numOfCols);
  return TSDB_CODE_SUCCESS;
}

static int32_t getGroupbyColumnIndex(SSqlGroupbyExpr *pGroupbyExpr, SSDataBlock* pDataBlock) {
  for (int32_t k = 0; k < pGroupbyExpr->numOfGroupCols; ++k) {
    SColIndex* pColIndex = taosArrayGet(pGroupbyExpr->columnInfo, k);
    if (TSDB_COL_IS_TAG(pColIndex->flag)) {
      continue;
    }

    int32_t colId = pColIndex->colId;

    for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) {
      SColumnInfoData* pColInfo = taosArrayGet(pDataBlock->pDataBlock, i);
      if (pColInfo->info.colId == colId) {
        return i;
      }
    }
  }

  assert(0);
  return -1;
}

static bool functionNeedToExecute(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx *pCtx, int32_t functionId) {
  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  // in case of timestamp column, always generated results.
  if (functionId == TSDB_FUNC_TS) {
    return true;
  }

  if (pResInfo->complete || functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
    return false;
  }

  if (functionId == TSDB_FUNC_FIRST_DST || functionId == TSDB_FUNC_FIRST) {
    return QUERY_IS_ASC_QUERY(pQueryAttr);
  }

  // denote the order type
  if ((functionId == TSDB_FUNC_LAST_DST || functionId == TSDB_FUNC_LAST)) {
    return pCtx->param[0].i64 == pQueryAttr->order.order;
  }

  // in the reverse table scan, only the following functions need to be executed
  if (IS_REVERSE_SCAN(pRuntimeEnv) ||
      (pRuntimeEnv->scanFlag == REPEAT_SCAN && functionId != TSDB_FUNC_STDDEV && functionId != TSDB_FUNC_PERCT)) {
    return false;
  }

  return true;
}

void setBlockStatisInfo(SQLFunctionCtx *pCtx, SSDataBlock* pSDataBlock, SColIndex* pColIndex) {
  SDataStatis *pStatis = NULL;

  if (pSDataBlock->pBlockStatis != NULL && TSDB_COL_IS_NORMAL_COL(pColIndex->flag)) {
    pStatis = &pSDataBlock->pBlockStatis[pColIndex->colIndex];

    pCtx->preAggVals.statis = *pStatis;
    pCtx->preAggVals.isSet  = true;
    assert(pCtx->preAggVals.statis.numOfNull <= pSDataBlock->info.rows);
  } else {
    pCtx->preAggVals.isSet = false;
  }

  pCtx->hasNull = hasNullRv(pColIndex, pStatis);

  // set the statistics data for primary time stamp column
  if (pCtx->functionId == TSDB_FUNC_SPREAD && pColIndex->colId == PRIMARYKEY_TIMESTAMP_COL_INDEX) {
    pCtx->preAggVals.isSet  = true;
    pCtx->preAggVals.statis.min = pSDataBlock->info.window.skey;
    pCtx->preAggVals.statis.max = pSDataBlock->info.window.ekey;
  }
}

// set the output buffer for the selectivity + tag query
static int32_t setCtxTagColumnInfo(SQLFunctionCtx *pCtx, int32_t numOfOutput) {
  if (!isSelectivityWithTagsQuery(pCtx, numOfOutput)) {
    return TSDB_CODE_SUCCESS;
  }

  int32_t num = 0;
  int16_t tagLen = 0;

  SQLFunctionCtx*  p = NULL;
  SQLFunctionCtx** pTagCtx = calloc(numOfOutput, POINTER_BYTES);
  if (pTagCtx == NULL) {
    return TSDB_CODE_QRY_OUT_OF_MEMORY;
  }

  for (int32_t i = 0; i < numOfOutput; ++i) {
    int32_t functionId = pCtx[i].functionId;

    if (functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
      tagLen += pCtx[i].outputBytes;
      pTagCtx[num++] = &pCtx[i];
    } else if ((aAggs[functionId].status & TSDB_FUNCSTATE_SELECTIVITY) != 0) {
      p = &pCtx[i];
    } else if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TAG) {
      // tag function may be the group by tag column
      // ts may be the required primary timestamp column
      continue;
    } else {
      // the column may be the normal column, group by normal_column, the functionId is TSDB_FUNC_PRJ
    }
  }
  if (p != NULL) {
    p->tagInfo.pTagCtxList = pTagCtx;
    p->tagInfo.numOfTagCols = num;
    p->tagInfo.tagsLen = tagLen;
  } else {
    tfree(pTagCtx);
  }

  return TSDB_CODE_SUCCESS;
}

static SQLFunctionCtx* createSQLFunctionCtx(SQueryRuntimeEnv* pRuntimeEnv, SExprInfo* pExpr, int32_t numOfOutput,
                                            int32_t** rowCellInfoOffset) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  SQLFunctionCtx * pFuncCtx = (SQLFunctionCtx *)calloc(numOfOutput, sizeof(SQLFunctionCtx));
  if (pFuncCtx == NULL) {
    return NULL;
  }

  *rowCellInfoOffset = calloc(numOfOutput, sizeof(int32_t));
  if (*rowCellInfoOffset == 0) {
    tfree(pFuncCtx);
    return NULL;
  }

  for (int32_t i = 0; i < numOfOutput; ++i) {
    SSqlExpr *pSqlExpr = &pExpr[i].base;
    SQLFunctionCtx* pCtx = &pFuncCtx[i];

    SColIndex *pIndex = &pSqlExpr->colInfo;

    if (TSDB_COL_REQ_NULL(pIndex->flag)) {
      pCtx->requireNull = true;
      pIndex->flag &= ~(TSDB_COL_NULL);
    } else {
      pCtx->requireNull = false;
    }

    pCtx->inputBytes = pSqlExpr->colBytes;
    pCtx->inputType  = pSqlExpr->colType;

    pCtx->ptsOutputBuf = NULL;

    pCtx->outputBytes  = pSqlExpr->resBytes;
    pCtx->outputType   = pSqlExpr->resType;

    pCtx->order        = pQueryAttr->order.order;
    pCtx->functionId   = pSqlExpr->functionId;
    pCtx->stableQuery  = pQueryAttr->stableQuery;
    pCtx->interBufBytes = pSqlExpr->interBytes;
    pCtx->start.key    = INT64_MIN;
    pCtx->end.key      = INT64_MIN;

    pCtx->numOfParams  = pSqlExpr->numOfParams;
    for (int32_t j = 0; j < pCtx->numOfParams; ++j) {
      int16_t type = pSqlExpr->param[j].nType;
      int16_t bytes = pSqlExpr->param[j].nLen;
      if (pSqlExpr->functionId == TSDB_FUNC_STDDEV_DST) {
        continue;
      }

      if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
        tVariantCreateFromBinary(&pCtx->param[j], pSqlExpr->param[j].pz, bytes, type);
      } else {
        tVariantCreateFromBinary(&pCtx->param[j], (char *)&pSqlExpr->param[j].i64, bytes, type);
      }
    }

    // set the order information for top/bottom query
    int32_t functionId = pCtx->functionId;

    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
      int32_t f = pExpr[0].base.functionId;
      assert(f == TSDB_FUNC_TS || f == TSDB_FUNC_TS_DUMMY);

      pCtx->param[2].i64 = pQueryAttr->order.order;
      pCtx->param[2].nType = TSDB_DATA_TYPE_BIGINT;
      pCtx->param[3].i64 = functionId;
      pCtx->param[3].nType = TSDB_DATA_TYPE_BIGINT;

      pCtx->param[1].i64 = pQueryAttr->order.orderColId;
    } else if (functionId == TSDB_FUNC_INTERP) {
      pCtx->param[2].i64 = (int8_t)pQueryAttr->fillType;
      if (pQueryAttr->fillVal != NULL) {
        if (isNull((const char *)&pQueryAttr->fillVal[i], pCtx->inputType)) {
          pCtx->param[1].nType = TSDB_DATA_TYPE_NULL;
        } else {  // todo refactor, tVariantCreateFromBinary should handle the NULL value
          if (pCtx->inputType != TSDB_DATA_TYPE_BINARY && pCtx->inputType != TSDB_DATA_TYPE_NCHAR) {
            tVariantCreateFromBinary(&pCtx->param[1], (char *)&pQueryAttr->fillVal[i], pCtx->inputBytes, pCtx->inputType);
          }
        }
      }
    } else if (functionId == TSDB_FUNC_TS_COMP) {
      pCtx->param[0].i64 = pQueryAttr->vgId;  //TODO this should be the parameter from client
      pCtx->param[0].nType = TSDB_DATA_TYPE_BIGINT;
    } else if (functionId == TSDB_FUNC_TWA) {
      pCtx->param[1].i64 = pQueryAttr->window.skey;
      pCtx->param[1].nType = TSDB_DATA_TYPE_BIGINT;
      pCtx->param[2].i64 = pQueryAttr->window.ekey;
      pCtx->param[2].nType = TSDB_DATA_TYPE_BIGINT;
    } else if (functionId == TSDB_FUNC_ARITHM) {
      pCtx->param[1].pz = (char*) &pRuntimeEnv->sasArray[i];
    }
  }

  for(int32_t i = 1; i < numOfOutput; ++i) {
    (*rowCellInfoOffset)[i] = (int32_t)((*rowCellInfoOffset)[i - 1] + sizeof(SResultRowCellInfo) +
        pExpr[i - 1].base.interBytes * GET_ROW_PARAM_FOR_MULTIOUTPUT(pQueryAttr, pQueryAttr->topBotQuery, pQueryAttr->stableQuery));
  }

  setCtxTagColumnInfo(pFuncCtx, numOfOutput);

  return pFuncCtx;
}

static void* destroySQLFunctionCtx(SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  if (pCtx == NULL) {
    return NULL;
  }

  for (int32_t i = 0; i < numOfOutput; ++i) {
    for (int32_t j = 0; j < pCtx[i].numOfParams; ++j) {
      tVariantDestroy(&pCtx[i].param[j]);
    }

    tVariantDestroy(&pCtx[i].tag);
    tfree(pCtx[i].tagInfo.pTagCtxList);
  }

  tfree(pCtx);
  return NULL;
}

static int32_t setupQueryRuntimeEnv(SQueryRuntimeEnv *pRuntimeEnv, int32_t numOfTables, SArray* pOperator, void* merger) {
  qDebug("QInfo:0x%"PRIx64" setup runtime env", GET_QID(pRuntimeEnv));
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  pRuntimeEnv->prevGroupId = INT32_MIN;
  pRuntimeEnv->pQueryAttr = pQueryAttr;

  pRuntimeEnv->pResultRowHashTable = taosHashInit(numOfTables, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), true, HASH_NO_LOCK);
  pRuntimeEnv->keyBuf  = malloc(pQueryAttr->maxTableColumnWidth + sizeof(int64_t));
  pRuntimeEnv->pool    = initResultRowPool(getResultRowSize(pRuntimeEnv));
  pRuntimeEnv->prevRow = malloc(POINTER_BYTES * pQueryAttr->numOfCols + pQueryAttr->srcRowSize);
  pRuntimeEnv->tagVal  = malloc(pQueryAttr->tagLen);
  pRuntimeEnv->currentOffset = pQueryAttr->limit.offset;

  // NOTE: pTableCheckInfo need to update the query time range and the lastKey info
  pRuntimeEnv->pTableRetrieveTsMap = taosHashInit(numOfTables, taosGetDefaultHashFunction(TSDB_DATA_TYPE_INT), false, HASH_NO_LOCK);

  pRuntimeEnv->sasArray = calloc(pQueryAttr->numOfOutput, sizeof(SArithmeticSupport));

  if (pRuntimeEnv->sasArray == NULL || pRuntimeEnv->pResultRowHashTable == NULL || pRuntimeEnv->keyBuf == NULL ||
      pRuntimeEnv->prevRow == NULL  || pRuntimeEnv->tagVal == NULL) {
    goto _clean;
  }

  if (pQueryAttr->numOfCols) {
    char* start = POINTER_BYTES * pQueryAttr->numOfCols + (char*) pRuntimeEnv->prevRow;
    pRuntimeEnv->prevRow[0] = start;
    for(int32_t i = 1; i < pQueryAttr->numOfCols; ++i) {
      pRuntimeEnv->prevRow[i] = pRuntimeEnv->prevRow[i - 1] + pQueryAttr->tableCols[i-1].bytes;
    }

    *(int64_t*) pRuntimeEnv->prevRow[0] = INT64_MIN;
  }

  qDebug("QInfo:0x%"PRIx64" init runtime environment completed", GET_QID(pRuntimeEnv));

  // group by normal column, sliding window query, interval query are handled by interval query processor
  // interval (down sampling operation)
  int32_t numOfOperator = (int32_t) taosArrayGetSize(pOperator);
  for(int32_t i = 0; i < numOfOperator; ++i) {
    int32_t* op = taosArrayGet(pOperator, i);

    switch (*op) {
      case OP_TagScan: {
        pRuntimeEnv->proot = createTagScanOperatorInfo(pRuntimeEnv, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        break;
      }
      case OP_MultiTableTimeInterval: {
        pRuntimeEnv->proot =
            createMultiTableTimeIntervalOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        break;
      }
      case OP_TimeWindow: {
        pRuntimeEnv->proot =
            createTimeIntervalOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        break;
      }
      case OP_Groupby: {
        pRuntimeEnv->proot =
            createGroupbyOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        break;
      }
      case OP_SessionWindow: {
        pRuntimeEnv->proot =
            createSWindowOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        break;
      }
      case OP_MultiTableAggregate: {
        pRuntimeEnv->proot =
            createMultiTableAggOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        break;
      }
      case OP_Aggregate: {
        pRuntimeEnv->proot =
            createAggregateOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        if (pRuntimeEnv->proot->upstream->operatorType != OP_DummyInput) {
          setTableScanFilterOperatorInfo(pRuntimeEnv->proot->upstream->info, pRuntimeEnv->proot);
        }
        break;
      }

      case OP_Arithmetic: {  // TODO refactor to remove arith operator.
        SOperatorInfo* prev = pRuntimeEnv->proot;
        if (i == 0) {
          pRuntimeEnv->proot = createArithOperatorInfo(pRuntimeEnv, prev, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
          if (pRuntimeEnv->proot != NULL && pRuntimeEnv->proot->operatorType != OP_DummyInput) {  // TODO refactor
            setTableScanFilterOperatorInfo(prev->info, pRuntimeEnv->proot);
          }
        } else {
          prev = pRuntimeEnv->proot;
          assert(pQueryAttr->pExpr2 != NULL);
          pRuntimeEnv->proot = createArithOperatorInfo(pRuntimeEnv, prev, pQueryAttr->pExpr2, pQueryAttr->numOfExpr2);
        }
        break;
      }

      case OP_Limit: {
        pRuntimeEnv->proot = createLimitOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot);
        break;
      }

      case OP_Filter: {  // todo refactor
        assert(pQueryAttr->havingNum > 0);
        if (pQueryAttr->stableQuery) {
          pRuntimeEnv->proot = createFilterOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr3, pQueryAttr->numOfExpr3);
        } else {
          pRuntimeEnv->proot = createFilterOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        }
        break;
      }

      case OP_Fill: {
        SOperatorInfo* pInfo = pRuntimeEnv->proot;
        pRuntimeEnv->proot = createFillOperatorInfo(pRuntimeEnv, pInfo, pInfo->pExpr, pInfo->numOfOutput);
        break;
      }

      case OP_MultiwayMergeSort: {
        bool groupMix = true;
        if(pQueryAttr->slimit.offset != 0 || pQueryAttr->slimit.limit != -1) {
          groupMix = false;
        }
        pRuntimeEnv->proot = createMultiwaySortOperatorInfo(pRuntimeEnv, pQueryAttr->pExpr1, pQueryAttr->numOfOutput,
            4096, merger, groupMix); // TODO hack it
        break;
      }

      case OP_GlobalAggregate: {
        pRuntimeEnv->proot = createGlobalAggregateOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr3,
                                                               pQueryAttr->numOfExpr3, merger);
        break;
      }

      case OP_SLimit: {
        pRuntimeEnv->proot = createSLimitOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr3,
                                                      pQueryAttr->numOfExpr3, merger);
        break;
      }

      case OP_Distinct: {
        pRuntimeEnv->proot = createDistinctOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
        break;
      }

      default: {
        assert(0);
      }
    }
  }

  return TSDB_CODE_SUCCESS;

_clean:
  tfree(pRuntimeEnv->sasArray);
  tfree(pRuntimeEnv->pResultRowHashTable);
  tfree(pRuntimeEnv->keyBuf);
  tfree(pRuntimeEnv->prevRow);
  tfree(pRuntimeEnv->tagVal);

  return TSDB_CODE_QRY_OUT_OF_MEMORY;
}

static void doFreeQueryHandle(SQueryRuntimeEnv* pRuntimeEnv) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  tsdbCleanupQueryHandle(pRuntimeEnv->pQueryHandle);
  pRuntimeEnv->pQueryHandle = NULL;

  SMemRef* pMemRef = &pQueryAttr->memRef;
  assert(pMemRef->ref == 0 && pMemRef->snapshot.imem == NULL && pMemRef->snapshot.mem == NULL);
}

static void destroyTsComp(SQueryRuntimeEnv *pRuntimeEnv, SQueryAttr *pQueryAttr) {
  if (pQueryAttr->tsCompQuery && pRuntimeEnv->outputBuf && pRuntimeEnv->outputBuf->pDataBlock && taosArrayGetSize(pRuntimeEnv->outputBuf->pDataBlock) > 0) {
    SColumnInfoData* pColInfoData = taosArrayGet(pRuntimeEnv->outputBuf->pDataBlock, 0);
    if (pColInfoData) {
      FILE *f = *(FILE **)pColInfoData->pData;  // TODO refactor
      if (f) {
        fclose(f);
        *(FILE **)pColInfoData->pData = NULL;
      }
    }
  }
}

static void teardownQueryRuntimeEnv(SQueryRuntimeEnv *pRuntimeEnv) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
  SQInfo* pQInfo = (SQInfo*) pRuntimeEnv->qinfo;

  qDebug("QInfo:0x%"PRIx64" teardown runtime env", pQInfo->qId);

  if (pRuntimeEnv->sasArray != NULL) {
    for(int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
      tfree(pRuntimeEnv->sasArray[i].data);
      tfree(pRuntimeEnv->sasArray[i].colList);
    }

    tfree(pRuntimeEnv->sasArray);
  }

  destroyResultBuf(pRuntimeEnv->pResultBuf);
  doFreeQueryHandle(pRuntimeEnv);

  destroyTsComp(pRuntimeEnv, pQueryAttr);

  pRuntimeEnv->pTsBuf = tsBufDestroy(pRuntimeEnv->pTsBuf);

  tfree(pRuntimeEnv->keyBuf);
  tfree(pRuntimeEnv->prevRow);
  tfree(pRuntimeEnv->tagVal);

  taosHashCleanup(pRuntimeEnv->pResultRowHashTable);
  pRuntimeEnv->pResultRowHashTable = NULL;

  taosHashCleanup(pRuntimeEnv->pTableRetrieveTsMap);
  pRuntimeEnv->pTableRetrieveTsMap = NULL;

  destroyOperatorInfo(pRuntimeEnv->proot);

  pRuntimeEnv->pool = destroyResultRowPool(pRuntimeEnv->pool);
  taosArrayDestroyEx(pRuntimeEnv->prevResult, freeInterResult);
  pRuntimeEnv->prevResult = NULL;
}

static bool needBuildResAfterQueryComplete(SQInfo* pQInfo) {
  return pQInfo->rspContext != NULL;
}

bool isQueryKilled(SQInfo *pQInfo) {
  if (IS_QUERY_KILLED(pQInfo)) {
    return true;
  }

  // query has been executed more than tsShellActivityTimer, and the retrieve has not arrived
  // abort current query execution.
  if (pQInfo->owner != 0 && ((taosGetTimestampSec() - pQInfo->startExecTs) > getMaximumIdleDurationSec()) &&
      (!needBuildResAfterQueryComplete(pQInfo))) {

    assert(pQInfo->startExecTs != 0);
    qDebug("QInfo:%" PRIu64 " retrieve not arrive beyond %d sec, abort current query execution, start:%" PRId64
           ", current:%d", pQInfo->qId, 1, pQInfo->startExecTs, taosGetTimestampSec());
    return true;
  }

  return false;
}

void setQueryKilled(SQInfo *pQInfo) { pQInfo->code = TSDB_CODE_TSC_QUERY_CANCELLED;}

//static bool isFixedOutputQuery(SQueryAttr* pQueryAttr) {
//  if (QUERY_IS_INTERVAL_QUERY(pQueryAttr)) {
//    return false;
//  }
//
//  // Note:top/bottom query is fixed output query
//  if (pQueryAttr->topBotQuery || pQueryAttr->groupbyColumn || pQueryAttr->tsCompQuery) {
//    return true;
//  }
//
//  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
//    SSqlExpr *pExpr = &pQueryAttr->pExpr1[i].base;
//
//    if (pExpr->functionId == TSDB_FUNC_TS || pExpr->functionId == TSDB_FUNC_TS_DUMMY) {
//      continue;
//    }
//
//    if (!IS_MULTIOUTPUT(aAggs[pExpr->functionId].status)) {
//      return true;
//    }
//  }
//
//  return false;
//}

// todo refactor with isLastRowQuery
//bool isPointInterpoQuery(SQueryAttr *pQueryAttr) {
//  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
//    int32_t functionId = pQueryAttr->pExpr1[i].base.functionId;
//    if (functionId == TSDB_FUNC_INTERP) {
//      return true;
//    }
//  }
//
//  return false;
//}

// TODO REFACTOR:MERGE WITH CLIENT-SIDE FUNCTION
static UNUSED_FUNC bool isSumAvgRateQuery(SQueryAttr *pQueryAttr) {
  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functionId = pQueryAttr->pExpr1[i].base.functionId;
    if (functionId == TSDB_FUNC_TS) {
      continue;
    }

    if (functionId == TSDB_FUNC_SUM_RATE || functionId == TSDB_FUNC_SUM_IRATE || functionId == TSDB_FUNC_AVG_RATE ||
        functionId == TSDB_FUNC_AVG_IRATE) {
      return true;
    }
  }

  return false;
}

static bool isFirstLastRowQuery(SQueryAttr *pQueryAttr) {
  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functionID = pQueryAttr->pExpr1[i].base.functionId;
    if (functionID == TSDB_FUNC_LAST_ROW) {
      return true;
    }
  }

  return false;
}

/**
 * The following 4 kinds of query are treated as the tags query
 * tagprj, tid_tag query, count(tbname), 'abc' (user defined constant value column) query
 */
bool onlyQueryTags(SQueryAttr* pQueryAttr) {
  for(int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    SExprInfo* pExprInfo = &pQueryAttr->pExpr1[i];

    int32_t functionId = pExprInfo->base.functionId;

    if (functionId != TSDB_FUNC_TAGPRJ &&
        functionId != TSDB_FUNC_TID_TAG &&
        (!(functionId == TSDB_FUNC_COUNT && pExprInfo->base.colInfo.colId == TSDB_TBNAME_COLUMN_INDEX)) &&
        (!(functionId == TSDB_FUNC_PRJ && TSDB_COL_IS_UD_COL(pExprInfo->base.colInfo.flag)))) {
      return false;
    }
  }

  return true;
}

/////////////////////////////////////////////////////////////////////////////////////////////

void getAlignQueryTimeWindow(SQueryAttr *pQueryAttr, int64_t key, int64_t keyFirst, int64_t keyLast, STimeWindow *win) {
  assert(key >= keyFirst && key <= keyLast && pQueryAttr->interval.sliding <= pQueryAttr->interval.interval);
  win->skey = taosTimeTruncate(key, &pQueryAttr->interval, pQueryAttr->precision);

  /*
   * if the realSkey > INT64_MAX - pQueryAttr->interval.interval, the query duration between
   * realSkey and realEkey must be less than one interval.Therefore, no need to adjust the query ranges.
   */
  if (keyFirst > (INT64_MAX - pQueryAttr->interval.interval)) {
    assert(keyLast - keyFirst < pQueryAttr->interval.interval);
    win->ekey = INT64_MAX;
  } else if (pQueryAttr->interval.intervalUnit == 'n' || pQueryAttr->interval.intervalUnit == 'y') {
    win->ekey = taosTimeAdd(win->skey, pQueryAttr->interval.interval, pQueryAttr->interval.intervalUnit, pQueryAttr->precision) - 1;
  } else {
    win->ekey = win->skey + pQueryAttr->interval.interval - 1;
  }
}

/*
 * todo add more parameters to check soon..
 */
bool colIdCheck(SQueryAttr *pQueryAttr, uint64_t qId) {
  // load data column information is incorrect
  for (int32_t i = 0; i < pQueryAttr->numOfCols - 1; ++i) {
    if (pQueryAttr->tableCols[i].colId == pQueryAttr->tableCols[i + 1].colId) {
      qError("QInfo:0x%"PRIx64" invalid data load column for query", qId);
      return false;
    }
  }

  return true;
}

// todo ignore the avg/sum/min/max/count/stddev/top/bottom functions, of which
// the scan order is not matter
static bool onlyOneQueryType(SQueryAttr *pQueryAttr, int32_t functId, int32_t functIdDst) {
  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functionId = pQueryAttr->pExpr1[i].base.functionId;

    if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TS_DUMMY || functionId == TSDB_FUNC_TAG ||
        functionId == TSDB_FUNC_TAG_DUMMY) {
      continue;
    }

    if (functionId != functId && functionId != functIdDst) {
      return false;
    }
  }

  return true;
}

static bool onlyFirstQuery(SQueryAttr *pQueryAttr) { return onlyOneQueryType(pQueryAttr, TSDB_FUNC_FIRST, TSDB_FUNC_FIRST_DST); }

static bool onlyLastQuery(SQueryAttr *pQueryAttr) { return onlyOneQueryType(pQueryAttr, TSDB_FUNC_LAST, TSDB_FUNC_LAST_DST); }

static int32_t updateBlockLoadStatus(SQueryAttr *pQuery, int32_t status) {
  bool hasFirstLastFunc = false;
  bool hasOtherFunc = false;

  if (status == BLK_DATA_ALL_NEEDED || status == BLK_DATA_DISCARD) {
    return status;
  }

  for (int32_t i = 0; i < pQuery->numOfOutput; ++i) {
    int32_t functionId = pQuery->pExpr1[i].base.functionId;

    if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TS_DUMMY || functionId == TSDB_FUNC_TAG ||
        functionId == TSDB_FUNC_TAG_DUMMY) {
      continue;
    }

    if (functionId == TSDB_FUNC_FIRST_DST || functionId == TSDB_FUNC_LAST_DST) {
      hasFirstLastFunc = true;
    } else {
      hasOtherFunc = true;
    }
  }

  if (hasFirstLastFunc && status == BLK_DATA_NO_NEEDED) {
    if(!hasOtherFunc) {
      return BLK_DATA_DISCARD;
    } else{
      return BLK_DATA_ALL_NEEDED;
    }
  }

  return status;
}

static void doExchangeTimeWindow(SQInfo* pQInfo, STimeWindow* win) {
  SQueryAttr* pQueryAttr = &pQInfo->query;
  size_t t = taosArrayGetSize(pQueryAttr->tableGroupInfo.pGroupList);
  for(int32_t i = 0; i < t; ++i) {
    SArray* p1 = taosArrayGetP(pQueryAttr->tableGroupInfo.pGroupList, i);

    size_t len = taosArrayGetSize(p1);
    for(int32_t j = 0; j < len; ++j) {
      STableKeyInfo* pInfo = taosArrayGet(p1, j);

      // update the new lastkey if it is equalled to the value of the old skey
      if (pInfo->lastKey == win->ekey) {
        pInfo->lastKey = win->skey;
      }
    }
  }
}

static void changeExecuteScanOrder(SQInfo *pQInfo, SQueryTableMsg* pQueryMsg, bool stableQuery) {
  SQueryAttr* pQueryAttr = pQInfo->runtimeEnv.pQueryAttr;

  // in case of point-interpolation query, use asc order scan
  char msg[] = "QInfo:0x%"PRIx64" scan order changed for %s query, old:%d, new:%d, qrange exchanged, old qrange:%" PRId64
               "-%" PRId64 ", new qrange:%" PRId64 "-%" PRId64;

  // todo handle the case the the order irrelevant query type mixed up with order critical query type
  // descending order query for last_row query
  if (isFirstLastRowQuery(pQueryAttr)) {
    qDebug("QInfo:0x%"PRIx64" scan order changed for last_row query, old:%d, new:%d", pQInfo->qId, pQueryAttr->order.order, TSDB_ORDER_ASC);

    pQueryAttr->order.order = TSDB_ORDER_ASC;
    if (pQueryAttr->window.skey > pQueryAttr->window.ekey) {
      SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
    }

    return;
  }

  if (pQueryAttr->groupbyColumn && pQueryAttr->order.order == TSDB_ORDER_DESC) {
    pQueryAttr->order.order = TSDB_ORDER_ASC;
    if (pQueryAttr->window.skey > pQueryAttr->window.ekey) {
      SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
    }

    doExchangeTimeWindow(pQInfo, &pQueryAttr->window);
    return;
  }

  if (pQueryAttr->pointInterpQuery && pQueryAttr->interval.interval == 0) {
    if (!QUERY_IS_ASC_QUERY(pQueryAttr)) {
      qDebug(msg, pQInfo, "interp", pQueryAttr->order.order, TSDB_ORDER_ASC, pQueryAttr->window.skey, pQueryAttr->window.ekey, pQueryAttr->window.ekey, pQueryAttr->window.skey);
      SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
    }

    pQueryAttr->order.order = TSDB_ORDER_ASC;
    return;
  }

  if (pQueryAttr->interval.interval == 0) {
    if (onlyFirstQuery(pQueryAttr)) {
      if (!QUERY_IS_ASC_QUERY(pQueryAttr)) {
        qDebug(msg, pQInfo, "only-first", pQueryAttr->order.order, TSDB_ORDER_ASC, pQueryAttr->window.skey,
               pQueryAttr->window.ekey, pQueryAttr->window.ekey, pQueryAttr->window.skey);

        SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
        doExchangeTimeWindow(pQInfo, &pQueryAttr->window);
      }

      pQueryAttr->order.order = TSDB_ORDER_ASC;
    } else if (onlyLastQuery(pQueryAttr)) {
      if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
        qDebug(msg, pQInfo, "only-last", pQueryAttr->order.order, TSDB_ORDER_DESC, pQueryAttr->window.skey,
               pQueryAttr->window.ekey, pQueryAttr->window.ekey, pQueryAttr->window.skey);

        SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
        doExchangeTimeWindow(pQInfo, &pQueryAttr->window);
      }

      pQueryAttr->order.order = TSDB_ORDER_DESC;
    }

  } else {  // interval query
    if (stableQuery) {
      if (onlyFirstQuery(pQueryAttr)) {
        if (!QUERY_IS_ASC_QUERY(pQueryAttr)) {
          qDebug(msg, pQInfo, "only-first stable", pQueryAttr->order.order, TSDB_ORDER_ASC,
                 pQueryAttr->window.skey, pQueryAttr->window.ekey, pQueryAttr->window.ekey, pQueryAttr->window.skey);

          SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
          doExchangeTimeWindow(pQInfo, &pQueryAttr->window);
        }

        pQueryAttr->order.order = TSDB_ORDER_ASC;
      } else if (onlyLastQuery(pQueryAttr)) {
        if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
          qDebug(msg, pQInfo, "only-last stable", pQueryAttr->order.order, TSDB_ORDER_DESC,
                 pQueryAttr->window.skey, pQueryAttr->window.ekey, pQueryAttr->window.ekey, pQueryAttr->window.skey);

          SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);
          doExchangeTimeWindow(pQInfo, &pQueryAttr->window);
        }

        pQueryAttr->order.order = TSDB_ORDER_DESC;
      }
    }
  }
}

static void getIntermediateBufInfo(SQueryRuntimeEnv* pRuntimeEnv, int32_t* ps, int32_t* rowsize) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t MIN_ROWS_PER_PAGE = 4;

  *rowsize = (int32_t)(pQueryAttr->resultRowSize * GET_ROW_PARAM_FOR_MULTIOUTPUT(pQueryAttr, pQueryAttr->topBotQuery, pQueryAttr->stableQuery));
  int32_t overhead = sizeof(tFilePage);

  // one page contains at least two rows
  *ps = DEFAULT_INTERN_BUF_PAGE_SIZE;
  while(((*rowsize) * MIN_ROWS_PER_PAGE) > (*ps) - overhead) {
    *ps = ((*ps) << 1u);
  }

//  pRuntimeEnv->numOfRowsPerPage = ((*ps) - sizeof(tFilePage)) / (*rowsize);
//  assert(pRuntimeEnv->numOfRowsPerPage <= MAX_ROWS_PER_RESBUF_PAGE);
}

#define IS_PREFILTER_TYPE(_t) ((_t) != TSDB_DATA_TYPE_BINARY && (_t) != TSDB_DATA_TYPE_NCHAR)

static bool doFilterByBlockStatistics(SQueryRuntimeEnv* pRuntimeEnv, SDataStatis *pDataStatis, SQLFunctionCtx *pCtx, int32_t numOfRows) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  if (pDataStatis == NULL || pQueryAttr->numOfFilterCols == 0) {
    return true;
  }

  for (int32_t k = 0; k < pQueryAttr->numOfFilterCols; ++k) {
    SSingleColumnFilterInfo *pFilterInfo = &pQueryAttr->pFilterInfo[k];

    int32_t index = -1;
    for(int32_t i = 0; i < pQueryAttr->numOfCols; ++i) {
      if (pDataStatis[i].colId == pFilterInfo->info.colId) {
        index = i;
        break;
      }
    }

    // no statistics data, load the true data block
    if (index == -1) {
      return true;
    }

    // not support pre-filter operation on binary/nchar data type
    if (!IS_PREFILTER_TYPE(pFilterInfo->info.type)) {
      return true;
    }

    // all data in current column are NULL, no need to check its boundary value
    if (pDataStatis[index].numOfNull == numOfRows) {

      // if isNULL query exists, load the null data column
      for (int32_t j = 0; j < pFilterInfo->numOfFilters; ++j) {
        SColumnFilterElem *pFilterElem = &pFilterInfo->pFilters[j];
        if (pFilterElem->fp == isNullOperator) {
          return true;
        }
      }

      continue;
    }

    SDataStatis* pDataBlockst = &pDataStatis[index];

    if (pFilterInfo->info.type == TSDB_DATA_TYPE_FLOAT) {
      float minval = (float)(*(double *)(&pDataBlockst->min));
      float maxval = (float)(*(double *)(&pDataBlockst->max));

      for (int32_t i = 0; i < pFilterInfo->numOfFilters; ++i) {
        if (pFilterInfo->pFilters[i].fp(&pFilterInfo->pFilters[i], (char *)&minval, (char *)&maxval, TSDB_DATA_TYPE_FLOAT)) {
          return true;
        }
      }
    } else {
      for (int32_t i = 0; i < pFilterInfo->numOfFilters; ++i) {
        if (pFilterInfo->pFilters[i].fp(&pFilterInfo->pFilters[i], (char *)&pDataBlockst->min, (char *)&pDataBlockst->max, pFilterInfo->info.type)) {
          return true;
        }
      }
    }
  }

  return false;
}

static bool overlapWithTimeWindow(SQueryAttr* pQueryAttr, SDataBlockInfo* pBlockInfo) {
  STimeWindow w = {0};

  TSKEY sk = MIN(pQueryAttr->window.skey, pQueryAttr->window.ekey);
  TSKEY ek = MAX(pQueryAttr->window.skey, pQueryAttr->window.ekey);

  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    getAlignQueryTimeWindow(pQueryAttr, pBlockInfo->window.skey, sk, ek, &w);
    assert(w.ekey >= pBlockInfo->window.skey);

    if (w.ekey < pBlockInfo->window.ekey) {
      return true;
    }

    while(1) {
      getNextTimeWindow(pQueryAttr, &w);
      if (w.skey > pBlockInfo->window.ekey) {
        break;
      }

      assert(w.ekey > pBlockInfo->window.ekey);
      if (w.skey <= pBlockInfo->window.ekey && w.skey > pBlockInfo->window.skey) {
        return true;
      }
    }
  } else {
    getAlignQueryTimeWindow(pQueryAttr, pBlockInfo->window.ekey, sk, ek, &w);
    assert(w.skey <= pBlockInfo->window.ekey);

    if (w.skey > pBlockInfo->window.skey) {
      return true;
    }

    while(1) {
      getNextTimeWindow(pQueryAttr, &w);
      if (w.ekey < pBlockInfo->window.skey) {
        break;
      }

      assert(w.skey < pBlockInfo->window.skey);
      if (w.ekey < pBlockInfo->window.ekey && w.ekey >= pBlockInfo->window.skey) {
        return true;
      }
    }
  }

  return false;
}

static int32_t doTSJoinFilter(SQueryRuntimeEnv *pRuntimeEnv, TSKEY key, bool ascQuery) {
  STSElem elem = tsBufGetElem(pRuntimeEnv->pTsBuf);

#if defined(_DEBUG_VIEW)
  printf("elem in comp ts file:%" PRId64 ", key:%" PRId64 ", tag:%"PRIu64", query order:%d, ts order:%d, traverse:%d, index:%d\n",
         elem.ts, key, elem.tag.i64, pQueryAttr->order.order, pRuntimeEnv->pTsBuf->tsOrder,
         pRuntimeEnv->pTsBuf->cur.order, pRuntimeEnv->pTsBuf->cur.tsIndex);
#endif

  if (ascQuery) {
    if (key < elem.ts) {
      return TS_JOIN_TS_NOT_EQUALS;
    } else if (key > elem.ts) {
      longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_INCONSISTAN);
    }
  } else {
    if (key > elem.ts) {
      return TS_JOIN_TS_NOT_EQUALS;
    } else if (key < elem.ts) {
      longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_INCONSISTAN);
    }
  }

  return TS_JOIN_TS_EQUAL;
}

void filterRowsInDataBlock(SQueryRuntimeEnv* pRuntimeEnv, SSingleColumnFilterInfo* pFilterInfo, int32_t numOfFilterCols,
                           SSDataBlock* pBlock, bool ascQuery) {
  int32_t numOfRows = pBlock->info.rows;

  int8_t *p = calloc(numOfRows, sizeof(int8_t));
  bool    all = true;

  if (pRuntimeEnv->pTsBuf != NULL) {
    SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, 0);

    TSKEY* k = (TSKEY*) pColInfoData->pData;
    for (int32_t i = 0; i < numOfRows; ++i) {
      int32_t offset = ascQuery? i:(numOfRows - i - 1);
      int32_t ret = doTSJoinFilter(pRuntimeEnv, k[offset], ascQuery);
      if (ret == TS_JOIN_TAG_NOT_EQUALS) {
        break;
      } else if (ret == TS_JOIN_TS_NOT_EQUALS) {
        all = false;
        continue;
      } else {
        assert(ret == TS_JOIN_TS_EQUAL);
        p[offset] = true;
      }

      if (!tsBufNextPos(pRuntimeEnv->pTsBuf)) {
        break;
      }
    }

    // save the cursor status
    pRuntimeEnv->current->cur = tsBufGetCursor(pRuntimeEnv->pTsBuf);
  } else {
    for (int32_t i = 0; i < numOfRows; ++i) {
      bool qualified = false;

      for (int32_t k = 0; k < numOfFilterCols; ++k) {
        char* pElem = (char*)pFilterInfo[k].pData + pFilterInfo[k].info.bytes * i;

        qualified = false;
        for (int32_t j = 0; j < pFilterInfo[k].numOfFilters; ++j) {
          SColumnFilterElem* pFilterElem = &pFilterInfo[k].pFilters[j];

          bool isnull = isNull(pElem, pFilterInfo[k].info.type);
          if (isnull) {
            if (pFilterElem->fp == isNullOperator) {
              qualified = true;
              break;
            } else {
              continue;
            }
          } else {
            if (pFilterElem->fp == notNullOperator) {
              qualified = true;
              break;
            } else if (pFilterElem->fp == isNullOperator) {
              continue;
            }
          }

          if (pFilterElem->fp(pFilterElem, pElem, pElem, pFilterInfo[k].info.type)) {
            qualified = true;
            break;
          }
        }

        if (!qualified) {
          break;
        }
      }

      p[i] = qualified ? 1 : 0;
      if (!qualified) {
        all = false;
      }
    }
  }

  if (!all) {
    int32_t start = 0;
    int32_t len = 0;
    for (int32_t j = 0; j < numOfRows; ++j) {
      if (p[j] == 1) {
        len++;
      } else {
        if (len > 0) {
          int32_t cstart = j - len;
          for (int32_t i = 0; i < pBlock->info.numOfCols; ++i) {
            SColumnInfoData *pColumnInfoData = taosArrayGet(pBlock->pDataBlock, i);

            int16_t bytes = pColumnInfoData->info.bytes;
            memmove(((char*)pColumnInfoData->pData) + start * bytes, pColumnInfoData->pData + cstart * bytes, len * bytes);
          }

          start += len;
          len = 0;
        }
      }
    }

    if (len > 0) {
      int32_t cstart = numOfRows - len;
      for (int32_t i = 0; i < pBlock->info.numOfCols; ++i) {
        SColumnInfoData *pColumnInfoData = taosArrayGet(pBlock->pDataBlock, i);

        int16_t bytes = pColumnInfoData->info.bytes;
        memmove(pColumnInfoData->pData + start * bytes, pColumnInfoData->pData + cstart * bytes, len * bytes);
      }

      start += len;
      len = 0;
    }

    pBlock->info.rows = start;
    pBlock->pBlockStatis = NULL;  // clean the block statistics info

    if (start > 0) {
      SColumnInfoData* pColumnInfoData = taosArrayGet(pBlock->pDataBlock, 0);
      if (pColumnInfoData->info.type == TSDB_DATA_TYPE_TIMESTAMP &&
             pColumnInfoData->info.colId == PRIMARYKEY_TIMESTAMP_COL_INDEX) {
        pBlock->info.window.skey = *(int64_t*)pColumnInfoData->pData;
        pBlock->info.window.ekey = *(int64_t*)(pColumnInfoData->pData + TSDB_KEYSIZE * (start - 1));
      }
    }
  }

  tfree(p);
}

static SColumnInfo* doGetTagColumnInfoById(SColumnInfo* pTagColList, int32_t numOfTags, int16_t colId);
static void doSetTagValueInParam(void* pTable, int32_t tagColId, tVariant *tag, int16_t type, int16_t bytes);

static uint32_t doFilterByBlockTimeWindow(STableScanInfo* pTableScanInfo, SSDataBlock* pBlock) {
  SQLFunctionCtx* pCtx = pTableScanInfo->pCtx;
  uint32_t status = BLK_DATA_NO_NEEDED;

  int32_t numOfOutput = pTableScanInfo->numOfOutput;
  for (int32_t i = 0; i < numOfOutput; ++i) {
    int32_t functionId = pCtx[i].functionId;
    int32_t colId = pTableScanInfo->pExpr[i].base.colInfo.colId;

    // group by + first/last should not apply the first/last block filter
    status |= aAggs[functionId].dataReqFunc(&pTableScanInfo->pCtx[i], &pBlock->info.window, colId);
    if ((status & BLK_DATA_ALL_NEEDED) == BLK_DATA_ALL_NEEDED) {
      return status;
    }
  }

  return status;
}

static void doSetFilterColumnInfo(SSingleColumnFilterInfo* pFilterInfo, int32_t numOfFilterCols, SSDataBlock* pBlock) {
  if (numOfFilterCols > 0 && pFilterInfo[0].pData != NULL) {
    return;
  }

  // set the initial static data value filter expression
  for (int32_t i = 0; i < numOfFilterCols; ++i) {
    for (int32_t j = 0; j < pBlock->info.numOfCols; ++j) {
      SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, j);

      if (pFilterInfo[i].info.colId == pColInfo->info.colId) {
        pFilterInfo[i].pData = pColInfo->pData;
        break;
      }
    }
  }
}

int32_t loadDataBlockOnDemand(SQueryRuntimeEnv* pRuntimeEnv, STableScanInfo* pTableScanInfo, SSDataBlock* pBlock,
                              uint32_t* status) {
  *status = BLK_DATA_NO_NEEDED;
  pBlock->pDataBlock = NULL;
  pBlock->pBlockStatis = NULL;

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int64_t groupId = pRuntimeEnv->current->groupIndex;
  bool    ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);

  SQInfo*         pQInfo = pRuntimeEnv->qinfo;
  SQueryCostInfo* pCost = &pQInfo->summary;

  if (pRuntimeEnv->pTsBuf != NULL) {
    (*status) = BLK_DATA_ALL_NEEDED;

    if (pQueryAttr->stableQuery) {  // todo refactor
      SExprInfo*   pExprInfo = &pTableScanInfo->pExpr[0];
      int16_t      tagId = (int16_t)pExprInfo->base.param[0].i64;
      SColumnInfo* pColInfo = doGetTagColumnInfoById(pQueryAttr->tagColList, pQueryAttr->numOfTags, tagId);

      // compare tag first
      tVariant t = {0};
      doSetTagValueInParam(pRuntimeEnv->current->pTable, tagId, &t, pColInfo->type, pColInfo->bytes);
      setTimestampListJoinInfo(pRuntimeEnv, &t, pRuntimeEnv->current);

      STSElem elem = tsBufGetElem(pRuntimeEnv->pTsBuf);
      if (!tsBufIsValidElem(&elem) || (tsBufIsValidElem(&elem) && (tVariantCompare(&t, elem.tag) != 0))) {
        (*status) = BLK_DATA_DISCARD;
        return TSDB_CODE_SUCCESS;
      }
    }
  }

  // Calculate all time windows that are overlapping or contain current data block.
  // If current data block is contained by all possible time window, do not load current data block.
  if (pQueryAttr->numOfFilterCols > 0 || pQueryAttr->groupbyColumn || pQueryAttr->sw.gap > 0 ||
      (QUERY_IS_INTERVAL_QUERY(pQueryAttr) && overlapWithTimeWindow(pQueryAttr, &pBlock->info))) {
    (*status) = BLK_DATA_ALL_NEEDED;
  }

  // check if this data block is required to load
  if ((*status) != BLK_DATA_ALL_NEEDED) {
    // the pCtx[i] result is belonged to previous time window since the outputBuf has not been set yet,
    // the filter result may be incorrect. So in case of interval query, we need to set the correct time output buffer
    if (QUERY_IS_INTERVAL_QUERY(pQueryAttr)) {
      SResultRow* pResult = NULL;

      bool  masterScan = IS_MASTER_SCAN(pRuntimeEnv);
      TSKEY k = ascQuery? pBlock->info.window.skey : pBlock->info.window.ekey;

      STimeWindow win = getActiveTimeWindow(pTableScanInfo->pResultRowInfo, k, pQueryAttr);
      if (setWindowOutputBufByKey(pRuntimeEnv, pTableScanInfo->pResultRowInfo, &win, masterScan, &pResult, groupId,
                                  pTableScanInfo->pCtx, pTableScanInfo->numOfOutput,
                                  pTableScanInfo->rowCellInfoOffset) != TSDB_CODE_SUCCESS) {
        longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
      }
    } else if (pQueryAttr->stableQuery && (!pQueryAttr->tsCompQuery)) { // stable aggregate, not interval aggregate or normal column aggregate
      doSetTableGroupOutputBuf(pRuntimeEnv, pTableScanInfo->pResultRowInfo, pTableScanInfo->pCtx,
                               pTableScanInfo->rowCellInfoOffset, pTableScanInfo->numOfOutput,
                               pRuntimeEnv->current->groupIndex);
    }

    (*status) = doFilterByBlockTimeWindow(pTableScanInfo, pBlock);
  }

  SDataBlockInfo* pBlockInfo = &pBlock->info;
  *status = updateBlockLoadStatus(pRuntimeEnv->pQueryAttr, *status);

  if ((*status) == BLK_DATA_NO_NEEDED || (*status) == BLK_DATA_DISCARD) {
    qDebug("QInfo:0x%"PRIx64" data block discard, brange:%" PRId64 "-%" PRId64 ", rows:%d", pQInfo->qId, pBlockInfo->window.skey,
           pBlockInfo->window.ekey, pBlockInfo->rows);
    pCost->discardBlocks += 1;
  } else if ((*status) == BLK_DATA_STATIS_NEEDED) {
    // this function never returns error?
    pCost->loadBlockStatis += 1;
    tsdbRetrieveDataBlockStatisInfo(pTableScanInfo->pQueryHandle, &pBlock->pBlockStatis);

    if (pBlock->pBlockStatis == NULL) {  // data block statistics does not exist, load data block
      pBlock->pDataBlock = tsdbRetrieveDataBlock(pTableScanInfo->pQueryHandle, NULL);
      pCost->totalCheckedRows += pBlock->info.rows;
    }
  } else {
    assert((*status) == BLK_DATA_ALL_NEEDED);

    // load the data block statistics to perform further filter
    pCost->loadBlockStatis += 1;
    tsdbRetrieveDataBlockStatisInfo(pTableScanInfo->pQueryHandle, &pBlock->pBlockStatis);

    if (pQueryAttr->topBotQuery && pBlock->pBlockStatis != NULL) {
      { // set previous window
        if (QUERY_IS_INTERVAL_QUERY(pQueryAttr)) {
          SResultRow* pResult = NULL;

          bool  masterScan = IS_MASTER_SCAN(pRuntimeEnv);
          TSKEY k = ascQuery? pBlock->info.window.skey : pBlock->info.window.ekey;

          STimeWindow win = getActiveTimeWindow(pTableScanInfo->pResultRowInfo, k, pQueryAttr);
          if (setWindowOutputBufByKey(pRuntimeEnv, pTableScanInfo->pResultRowInfo, &win, masterScan, &pResult, groupId,
                                      pTableScanInfo->pCtx, pTableScanInfo->numOfOutput,
                                      pTableScanInfo->rowCellInfoOffset) != TSDB_CODE_SUCCESS) {
            longjmp(pRuntimeEnv->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
          }
        }
      }
      bool load = false;
      for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
        int32_t functionId = pTableScanInfo->pCtx[i].functionId;
        if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM) {
          load = topbot_datablock_filter(&pTableScanInfo->pCtx[i], (char*)&(pBlock->pBlockStatis[i].min),
                                         (char*)&(pBlock->pBlockStatis[i].max));
          if (!load) { // current block has been discard due to filter applied
            pCost->discardBlocks += 1;
            qDebug("QInfo:0x%"PRIx64" data block discard, brange:%" PRId64 "-%" PRId64 ", rows:%d", pQInfo->qId,
                   pBlockInfo->window.skey, pBlockInfo->window.ekey, pBlockInfo->rows);
            (*status) = BLK_DATA_DISCARD;
            return TSDB_CODE_SUCCESS;
          }
        }
      }
    }

    // current block has been discard due to filter applied
    if (!doFilterByBlockStatistics(pRuntimeEnv, pBlock->pBlockStatis, pTableScanInfo->pCtx, pBlockInfo->rows)) {
      pCost->discardBlocks += 1;
      qDebug("QInfo:0x%"PRIx64" data block discard, brange:%" PRId64 "-%" PRId64 ", rows:%d", pQInfo->qId, pBlockInfo->window.skey,
             pBlockInfo->window.ekey, pBlockInfo->rows);
      (*status) = BLK_DATA_DISCARD;
      return TSDB_CODE_SUCCESS;
    }

    pCost->totalCheckedRows += pBlockInfo->rows;
    pCost->loadBlocks += 1;
    pBlock->pDataBlock = tsdbRetrieveDataBlock(pTableScanInfo->pQueryHandle, NULL);
    if (pBlock->pDataBlock == NULL) {
      return terrno;
    }

    doSetFilterColumnInfo(pQueryAttr->pFilterInfo, pQueryAttr->numOfFilterCols, pBlock);
    if (pQueryAttr->numOfFilterCols > 0 || pRuntimeEnv->pTsBuf != NULL) {
      filterRowsInDataBlock(pRuntimeEnv, pQueryAttr->pFilterInfo, pQueryAttr->numOfFilterCols, pBlock, ascQuery);
    }
  }

  return TSDB_CODE_SUCCESS;
}

int32_t binarySearchForKey(char *pValue, int num, TSKEY key, int order) {
  int32_t midPos = -1;
  int32_t numOfRows;

  if (num <= 0) {
    return -1;
  }

  assert(order == TSDB_ORDER_ASC || order == TSDB_ORDER_DESC);

  TSKEY * keyList = (TSKEY *)pValue;
  int32_t firstPos = 0;
  int32_t lastPos = num - 1;

  if (order == TSDB_ORDER_DESC) {
    // find the first position which is smaller than the key
    while (1) {
      if (key >= keyList[lastPos]) return lastPos;
      if (key == keyList[firstPos]) return firstPos;
      if (key < keyList[firstPos]) return firstPos - 1;

      numOfRows = lastPos - firstPos + 1;
      midPos = (numOfRows >> 1) + firstPos;

      if (key < keyList[midPos]) {
        lastPos = midPos - 1;
      } else if (key > keyList[midPos]) {
        firstPos = midPos + 1;
      } else {
        break;
      }
    }

  } else {
    // find the first position which is bigger than the key
    while (1) {
      if (key <= keyList[firstPos]) return firstPos;
      if (key == keyList[lastPos]) return lastPos;

      if (key > keyList[lastPos]) {
        lastPos = lastPos + 1;
        if (lastPos >= num)
          return -1;
        else
          return lastPos;
      }

      numOfRows = lastPos - firstPos + 1;
      midPos = (numOfRows >> 1u) + firstPos;

      if (key < keyList[midPos]) {
        lastPos = midPos - 1;
      } else if (key > keyList[midPos]) {
        firstPos = midPos + 1;
      } else {
        break;
      }
    }
  }

  return midPos;
}

/*
 * set tag value in SQLFunctionCtx
 * e.g.,tag information into input buffer
 */
static void doSetTagValueInParam(void* pTable, int32_t tagColId, tVariant *tag, int16_t type, int16_t bytes) {
  tVariantDestroy(tag);

  char* val = NULL;
  if (tagColId == TSDB_TBNAME_COLUMN_INDEX) {
    val = tsdbGetTableName(pTable);
    assert(val != NULL);
  } else {
    val = tsdbGetTableTagVal(pTable, tagColId, type, bytes);
  }

  if (val == NULL || isNull(val, type)) {
    tag->nType = TSDB_DATA_TYPE_NULL;
    return;
  }

  if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
    int32_t maxLen = bytes - VARSTR_HEADER_SIZE;
    int32_t len = (varDataLen(val) > maxLen)? maxLen:varDataLen(val);
    tVariantCreateFromBinary(tag, varDataVal(val), len, type);
    //tVariantCreateFromBinary(tag, varDataVal(val), varDataLen(val), type);
  } else {
    tVariantCreateFromBinary(tag, val, bytes, type);
  }
}

static SColumnInfo* doGetTagColumnInfoById(SColumnInfo* pTagColList, int32_t numOfTags, int16_t colId) {
  assert(pTagColList != NULL && numOfTags > 0);

  for(int32_t i = 0; i < numOfTags; ++i) {
    if (pTagColList[i].colId == colId) {
      return &pTagColList[i];
    }
  }

  return NULL;
}

void setTagValue(SOperatorInfo* pOperatorInfo, void *pTable, SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  SQueryRuntimeEnv* pRuntimeEnv = pOperatorInfo->pRuntimeEnv;

  SExprInfo  *pExpr      = pOperatorInfo->pExpr;
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  SExprInfo* pExprInfo = &pExpr[0];
  if (pQueryAttr->numOfOutput == 1 && pExprInfo->base.functionId == TSDB_FUNC_TS_COMP && pQueryAttr->stableQuery) {
    assert(pExprInfo->base.numOfParams == 1);

    int16_t      tagColId = (int16_t)pExprInfo->base.param[0].i64;
    SColumnInfo* pColInfo = doGetTagColumnInfoById(pQueryAttr->tagColList, pQueryAttr->numOfTags, tagColId);

    doSetTagValueInParam(pTable, tagColId, &pCtx[0].tag, pColInfo->type, pColInfo->bytes);
    return;
  } else {
    // set tag value, by which the results are aggregated.
    int32_t offset = 0;
    memset(pRuntimeEnv->tagVal, 0, pQueryAttr->tagLen);

    for (int32_t idx = 0; idx < numOfOutput; ++idx) {
      SExprInfo* pLocalExprInfo = &pExpr[idx];

      // ts_comp column required the tag value for join filter
      if (!TSDB_COL_IS_TAG(pLocalExprInfo->base.colInfo.flag)) {
        continue;
      }

      // todo use tag column index to optimize performance
      doSetTagValueInParam(pTable, pLocalExprInfo->base.colInfo.colId, &pCtx[idx].tag, pLocalExprInfo->base.resType,
                           pLocalExprInfo->base.resBytes);

      if (IS_NUMERIC_TYPE(pLocalExprInfo->base.resType) || pLocalExprInfo->base.resType == TSDB_DATA_TYPE_BOOL) {
        memcpy(pRuntimeEnv->tagVal + offset, &pCtx[idx].tag.i64, pLocalExprInfo->base.resBytes);
      } else {
        memcpy(pRuntimeEnv->tagVal + offset, pCtx[idx].tag.pz, pCtx[idx].tag.nLen);
      }

      offset += pLocalExprInfo->base.resBytes;
    }

    //todo : use index to avoid iterator all possible output columns
    if (pQueryAttr->stableQuery && pQueryAttr->stabledev && (pRuntimeEnv->prevResult != NULL)) {
      setParamForStableStddev(pRuntimeEnv, pCtx, numOfOutput, pExprInfo);
    }
  }

  // set the tsBuf start position before check each data block
  if (pRuntimeEnv->pTsBuf != NULL) {
    setCtxTagForJoin(pRuntimeEnv, &pCtx[0], pExprInfo, pTable);
  }
}

static UNUSED_FUNC void printBinaryData(int32_t functionId, char *data, int32_t srcDataType) {
  if (functionId == TSDB_FUNC_FIRST_DST || functionId == TSDB_FUNC_LAST_DST) {
    switch (srcDataType) {
      case TSDB_DATA_TYPE_BINARY:
        printf("%" PRId64 ",%s\t", *(TSKEY *)data, (data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_TINYINT:
      case TSDB_DATA_TYPE_BOOL:
        printf("%" PRId64 ",%d\t", *(TSKEY *)data, *(int8_t *)(data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_SMALLINT:
        printf("%" PRId64 ",%d\t", *(TSKEY *)data, *(int16_t *)(data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_BIGINT:
      case TSDB_DATA_TYPE_TIMESTAMP:
        printf("%" PRId64 ",%" PRId64 "\t", *(TSKEY *)data, *(TSKEY *)(data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_INT:
        printf("%" PRId64 ",%d\t", *(TSKEY *)data, *(int32_t *)(data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_FLOAT:
        printf("%" PRId64 ",%f\t", *(TSKEY *)data, *(float *)(data + TSDB_KEYSIZE + 1));
        break;
      case TSDB_DATA_TYPE_DOUBLE:
        printf("%" PRId64 ",%lf\t", *(TSKEY *)data, *(double *)(data + TSDB_KEYSIZE + 1));
        break;
    }
  } else if (functionId == TSDB_FUNC_AVG) {
    printf("%lf,%d\t", *(double *)data, *(int32_t *)(data + sizeof(double)));
  } else if (functionId == TSDB_FUNC_SPREAD) {
    printf("%lf,%lf\t", *(double *)data, *(double *)(data + sizeof(double)));
  } else if (functionId == TSDB_FUNC_TWA) {
    data += 1;
    printf("%lf,%" PRId64 ",%" PRId64 ",%" PRId64 "\t", *(double *)data, *(int64_t *)(data + 8),
           *(int64_t *)(data + 16), *(int64_t *)(data + 24));
  } else if (functionId == TSDB_FUNC_MIN || functionId == TSDB_FUNC_MAX) {
    switch (srcDataType) {
      case TSDB_DATA_TYPE_TINYINT:
      case TSDB_DATA_TYPE_BOOL:
        printf("%d\t", *(int8_t *)data);
        break;
      case TSDB_DATA_TYPE_SMALLINT:
        printf("%d\t", *(int16_t *)data);
        break;
      case TSDB_DATA_TYPE_BIGINT:
      case TSDB_DATA_TYPE_TIMESTAMP:
        printf("%" PRId64 "\t", *(int64_t *)data);
        break;
      case TSDB_DATA_TYPE_INT:
        printf("%d\t", *(int *)data);
        break;
      case TSDB_DATA_TYPE_FLOAT:
        printf("%f\t", *(float *)data);
        break;
      case TSDB_DATA_TYPE_DOUBLE:
        printf("%f\t", *(float *)data);
        break;
    }
  } else if (functionId == TSDB_FUNC_SUM) {
    if (srcDataType == TSDB_DATA_TYPE_FLOAT || srcDataType == TSDB_DATA_TYPE_DOUBLE) {
      printf("%lf\t", *(float *)data);
    } else {
      printf("%" PRId64 "\t", *(int64_t *)data);
    }
  } else {
    printf("%s\t", data);
  }
}

void UNUSED_FUNC displayInterResult(tFilePage **pdata, SQueryRuntimeEnv* pRuntimeEnv, int32_t numOfRows) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t numOfCols = pQueryAttr->numOfOutput;
  printf("super table query intermediate result, total:%d\n", numOfRows);

  for (int32_t j = 0; j < numOfRows; ++j) {
    for (int32_t i = 0; i < numOfCols; ++i) {

      switch (pQueryAttr->pExpr1[i].base.resType) {
        case TSDB_DATA_TYPE_BINARY: {
          int32_t type = pQueryAttr->pExpr1[i].base.resType;
          printBinaryData(pQueryAttr->pExpr1[i].base.functionId, pdata[i]->data + pQueryAttr->pExpr1[i].base.resBytes * j,
                          type);
          break;
        }
        case TSDB_DATA_TYPE_TIMESTAMP:
        case TSDB_DATA_TYPE_BIGINT:
          printf("%" PRId64 "\t", *(int64_t *)(pdata[i]->data + pQueryAttr->pExpr1[i].base.resBytes * j));
          break;
        case TSDB_DATA_TYPE_INT:
          printf("%d\t", *(int32_t *)(pdata[i]->data + pQueryAttr->pExpr1[i].base.resBytes * j));
          break;
        case TSDB_DATA_TYPE_FLOAT:
          printf("%f\t", *(float *)(pdata[i]->data + pQueryAttr->pExpr1[i].base.resBytes * j));
          break;
        case TSDB_DATA_TYPE_DOUBLE:
          printf("%lf\t", *(double *)(pdata[i]->data + pQueryAttr->pExpr1[i].base.resBytes * j));
          break;
      }
    }
    printf("\n");
  }
}

void copyToSDataBlock(SQueryRuntimeEnv* pRuntimeEnv, int32_t threshold, SSDataBlock* pBlock, int32_t* offset) {
  SGroupResInfo* pGroupResInfo = &pRuntimeEnv->groupResInfo;
  pBlock->info.rows = 0;

  int32_t code = TSDB_CODE_SUCCESS;
  while (pGroupResInfo->currentGroup < pGroupResInfo->totalGroup) {
    // all results in current group have been returned to client, try next group
    if ((pGroupResInfo->pRows == NULL) || taosArrayGetSize(pGroupResInfo->pRows) == 0) {
      assert(pGroupResInfo->index == 0);
      if ((code = mergeIntoGroupResult(&pRuntimeEnv->groupResInfo, pRuntimeEnv, offset)) != TSDB_CODE_SUCCESS) {
        return;
      }
    }

    doCopyToSDataBlock(pRuntimeEnv, pGroupResInfo, TSDB_ORDER_ASC, pBlock);

    // current data are all dumped to result buffer, clear it
    if (!hasRemainDataInCurrentGroup(pGroupResInfo)) {
      cleanupGroupResInfo(pGroupResInfo);
      if (!incNextGroup(pGroupResInfo)) {
        break;
      }
    }

      // enough results in data buffer, return
      if (pBlock->info.rows >= threshold) {
        break;
      }
    }

}

static void updateTableQueryInfoForReverseScan(SQueryAttr *pQueryAttr, STableQueryInfo *pTableQueryInfo) {
  if (pTableQueryInfo == NULL) {
    return;
  }

  SWAP(pTableQueryInfo->win.skey, pTableQueryInfo->win.ekey, TSKEY);
  pTableQueryInfo->lastKey = pTableQueryInfo->win.skey;

  SWITCH_ORDER(pTableQueryInfo->cur.order);
  pTableQueryInfo->cur.vgroupIndex = -1;

  // set the index to be the end slot of result rows array
  pTableQueryInfo->resInfo.curIndex = pTableQueryInfo->resInfo.size - 1;
}

static void setupQueryRangeForReverseScan(SQueryRuntimeEnv* pRuntimeEnv) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t numOfGroups = (int32_t)(GET_NUM_OF_TABLEGROUP(pRuntimeEnv));
  for(int32_t i = 0; i < numOfGroups; ++i) {
    SArray *group = GET_TABLEGROUP(pRuntimeEnv, i);
    SArray *tableKeyGroup = taosArrayGetP(pQueryAttr->tableGroupInfo.pGroupList, i);

    size_t t = taosArrayGetSize(group);
    for (int32_t j = 0; j < t; ++j) {
      STableQueryInfo *pCheckInfo = taosArrayGetP(group, j);
      updateTableQueryInfoForReverseScan(pQueryAttr, pCheckInfo);

      // update the last key in tableKeyInfo list, the tableKeyInfo is used to build the tsdbQueryHandle and decide
      // the start check timestamp of tsdbQueryHandle
      STableKeyInfo *pTableKeyInfo = taosArrayGet(tableKeyGroup, j);
      pTableKeyInfo->lastKey = pCheckInfo->lastKey;

      assert(pCheckInfo->pTable == pTableKeyInfo->pTable);
    }
  }
}

void switchCtxOrder(SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  for (int32_t i = 0; i < numOfOutput; ++i) {
    SWITCH_ORDER(pCtx[i].order);
  }
}

int32_t initResultRow(SResultRow *pResultRow) {
  pResultRow->pCellInfo = (SResultRowCellInfo*)((char*)pResultRow + sizeof(SResultRow));
  pResultRow->pageId    = -1;
  pResultRow->offset    = -1;
  return TSDB_CODE_SUCCESS;
}

/*
 * The start of each column SResultRowCellInfo is denote by RowCellInfoOffset.
 * Note that in case of top/bottom query, the whole multiple rows of result is treated as only one row of results.
 * +------------+-----------------result column 1-----------+-----------------result column 2-----------+
 * + SResultRow | SResultRowCellInfo | intermediate buffer1 | SResultRowCellInfo | intermediate buffer 2|
 * +------------+-------------------------------------------+-------------------------------------------+
 *           offset[0]                                  offset[1]
 */
void setDefaultOutputBuf(SQueryRuntimeEnv *pRuntimeEnv, SOptrBasicInfo *pInfo, int64_t uid, int32_t stage) {
  SQLFunctionCtx* pCtx           = pInfo->pCtx;
  SSDataBlock* pDataBlock        = pInfo->pRes;
  int32_t* rowCellInfoOffset     = pInfo->rowCellInfoOffset;
  SResultRowInfo* pResultRowInfo = &pInfo->resultRowInfo;

  int32_t tid = 0;
  SResultRow* pRow = doPrepareResultRowFromKey(pRuntimeEnv, pResultRowInfo, (char *)&tid, sizeof(tid), true, uid);

  for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) {
    SColumnInfoData* pData = taosArrayGet(pDataBlock->pDataBlock, i);

    /*
     * set the output buffer information and intermediate buffer
     * not all queries require the interResultBuf, such as COUNT/TAGPRJ/PRJ/TAG etc.
     */
    SResultRowCellInfo* pCellInfo = getResultCell(pRow, i, rowCellInfoOffset);
    RESET_RESULT_INFO(pCellInfo);

    pCtx[i].resultInfo   = pCellInfo;
    pCtx[i].pOutput      = pData->pData;
    pCtx[i].currentStage = stage;
    assert(pCtx[i].pOutput != NULL);

    // set the timestamp output buffer for top/bottom/diff query
    int32_t functionId = pCtx[i].functionId;
    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
      pCtx[i].ptsOutputBuf = pCtx[0].pOutput;
    }
  }

  initCtxOutputBuffer(pCtx, pDataBlock->info.numOfCols);
}

void updateOutputBuf(SOptrBasicInfo* pBInfo, int32_t *bufCapacity, int32_t numOfInputRows) {
  SSDataBlock* pDataBlock = pBInfo->pRes;

  int32_t newSize = pDataBlock->info.rows + numOfInputRows + 5; // extra output buffer
  if ((*bufCapacity) < newSize) {
    for(int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) {
      SColumnInfoData *pColInfo = taosArrayGet(pDataBlock->pDataBlock, i);

      char* p = realloc(pColInfo->pData, newSize * pColInfo->info.bytes);
      if (p != NULL) {
        pColInfo->pData = p;

        // it starts from the tail of the previously generated results.
        pBInfo->pCtx[i].pOutput = pColInfo->pData;
        (*bufCapacity) = newSize;
      } else {
        // longjmp
      }
    }
  }

  for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) {
    SColumnInfoData *pColInfo = taosArrayGet(pDataBlock->pDataBlock, i);
    pBInfo->pCtx[i].pOutput = pColInfo->pData + pColInfo->info.bytes * pDataBlock->info.rows;

    // re-estabilish output buffer pointer.
    int32_t functionId = pBInfo->pCtx[i].functionId;
    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
      pBInfo->pCtx[i].ptsOutputBuf = pBInfo->pCtx[0].pOutput;
    }
  }
}

void initCtxOutputBuffer(SQLFunctionCtx* pCtx, int32_t size) {
  for (int32_t j = 0; j < size; ++j) {
    SResultRowCellInfo* pResInfo = GET_RES_INFO(&pCtx[j]);
    if (pResInfo->initialized) {
      continue;
    }

    aAggs[pCtx[j].functionId].init(&pCtx[j]);
  }
}

void setQueryStatus(SQueryRuntimeEnv *pRuntimeEnv, int8_t status) {
  if (status == QUERY_NOT_COMPLETED) {
    pRuntimeEnv->status = status;
  } else {
    // QUERY_NOT_COMPLETED is not compatible with any other status, so clear its position first
    CLEAR_QUERY_STATUS(pRuntimeEnv, QUERY_NOT_COMPLETED);
    pRuntimeEnv->status |= status;
  }
}

static void setupEnvForReverseScan(SQueryRuntimeEnv *pRuntimeEnv, SResultRowInfo *pResultRowInfo, SQLFunctionCtx* pCtx, int32_t numOfOutput) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  if (pRuntimeEnv->pTsBuf) {
    SWITCH_ORDER(pRuntimeEnv->pTsBuf->cur.order);
    bool ret = tsBufNextPos(pRuntimeEnv->pTsBuf);
    assert(ret);
  }

  // reverse order time range
  SWAP(pQueryAttr->window.skey, pQueryAttr->window.ekey, TSKEY);

  SET_REVERSE_SCAN_FLAG(pRuntimeEnv);
  setQueryStatus(pRuntimeEnv, QUERY_NOT_COMPLETED);

  switchCtxOrder(pCtx, numOfOutput);
  SWITCH_ORDER(pQueryAttr->order.order);

  setupQueryRangeForReverseScan(pRuntimeEnv);
}

void finalizeQueryResult(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SResultRowInfo* pResultRowInfo, int32_t* rowCellInfoOffset) {
  SQueryRuntimeEnv *pRuntimeEnv = pOperator->pRuntimeEnv;
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t numOfOutput = pOperator->numOfOutput;
  if (pQueryAttr->groupbyColumn || QUERY_IS_INTERVAL_QUERY(pQueryAttr) || pQueryAttr->sw.gap > 0) {
    // for each group result, call the finalize function for each column
    if (pQueryAttr->groupbyColumn) {
      closeAllResultRows(pResultRowInfo);
    }

    for (int32_t i = 0; i < pResultRowInfo->size; ++i) {
      SResultRow *buf = pResultRowInfo->pResult[i];
      if (!isResultRowClosed(pResultRowInfo, i)) {
        continue;
      }

      setResultOutputBuf(pRuntimeEnv, buf, pCtx, numOfOutput, rowCellInfoOffset);

      for (int32_t j = 0; j < numOfOutput; ++j) {
        aAggs[pCtx[j].functionId].xFinalize(&pCtx[j]);
      }

      /*
       * set the number of output results for group by normal columns, the number of output rows usually is 1 except
       * the top and bottom query
       */
      buf->numOfRows = (uint16_t)getNumOfResult(pRuntimeEnv, pCtx, numOfOutput);
    }

  } else {
    for (int32_t j = 0; j < numOfOutput; ++j) {
      aAggs[pCtx[j].functionId].xFinalize(&pCtx[j]);
    }
  }
}

static bool hasMainOutput(SQueryAttr *pQueryAttr) {
  for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functionId = pQueryAttr->pExpr1[i].base.functionId;

    if (functionId != TSDB_FUNC_TS && functionId != TSDB_FUNC_TAG && functionId != TSDB_FUNC_TAGPRJ) {
      return true;
    }
  }

  return false;
}

STableQueryInfo *createTableQueryInfo(SQueryAttr* pQueryAttr, void* pTable, bool groupbyColumn, STimeWindow win, void* buf) {
  STableQueryInfo *pTableQueryInfo = buf;

  pTableQueryInfo->win = win;
  pTableQueryInfo->lastKey = win.skey;

  pTableQueryInfo->pTable = pTable;
  pTableQueryInfo->cur.vgroupIndex = -1;

  // set more initial size of interval/groupby query
  if (QUERY_IS_INTERVAL_QUERY(pQueryAttr) || groupbyColumn) {
    int32_t initialSize = 128;
    int32_t code = initResultRowInfo(&pTableQueryInfo->resInfo, initialSize, TSDB_DATA_TYPE_INT);
    if (code != TSDB_CODE_SUCCESS) {
      return NULL;
    }
  } else { // in other aggregate query, do not initialize the windowResInfo
  }

  return pTableQueryInfo;
}

void destroyTableQueryInfoImpl(STableQueryInfo *pTableQueryInfo) {
  if (pTableQueryInfo == NULL) {
    return;
  }

  tVariantDestroy(&pTableQueryInfo->tag);
  cleanupResultRowInfo(&pTableQueryInfo->resInfo);
}

void setResultRowOutputBufInitCtx(SQueryRuntimeEnv *pRuntimeEnv, SResultRow *pResult, SQLFunctionCtx* pCtx,
    int32_t numOfOutput, int32_t* rowCellInfoOffset) {
  // Note: pResult->pos[i]->num == 0, there is only fixed number of results for each group
  tFilePage* bufPage = getResBufPage(pRuntimeEnv->pResultBuf, pResult->pageId);

  int16_t offset = 0;
  for (int32_t i = 0; i < numOfOutput; ++i) {
    pCtx[i].resultInfo = getResultCell(pResult, i, rowCellInfoOffset);

    SResultRowCellInfo* pResInfo = pCtx[i].resultInfo;
    if (pResInfo->initialized && pResInfo->complete) {
      offset += pCtx[i].outputBytes;
      continue;
    }

    pCtx[i].pOutput = getPosInResultPage(pRuntimeEnv->pQueryAttr, bufPage, pResult->offset, offset);
    offset += pCtx[i].outputBytes;

    int32_t functionId = pCtx[i].functionId;
    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
      pCtx[i].ptsOutputBuf = pCtx[0].pOutput;
    }

    if (!pResInfo->initialized) {
      aAggs[functionId].init(&pCtx[i]);
    }
  }
}

void doSetTableGroupOutputBuf(SQueryRuntimeEnv* pRuntimeEnv, SResultRowInfo* pResultRowInfo, SQLFunctionCtx* pCtx,
                              int32_t* rowCellInfoOffset, int32_t numOfOutput, int32_t groupIndex) {
  int64_t uid = 0;
  SResultRow* pResultRow =
      doPrepareResultRowFromKey(pRuntimeEnv, pResultRowInfo, (char*)&groupIndex, sizeof(groupIndex), true, uid);
  assert (pResultRow != NULL);

  /*
   * 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) {
    int32_t ret = addNewWindowResultBuf(pResultRow, pRuntimeEnv->pResultBuf, groupIndex, pRuntimeEnv->pQueryAttr->resultRowSize);
    if (ret != TSDB_CODE_SUCCESS) {
      return;
    }
  }

  setResultRowOutputBufInitCtx(pRuntimeEnv, pResultRow, pCtx, numOfOutput, rowCellInfoOffset);
}

void setExecutionContext(SQueryRuntimeEnv* pRuntimeEnv, SOptrBasicInfo* pInfo, int32_t numOfOutput, int32_t groupIndex,
                         TSKEY nextKey) {
  STableQueryInfo *pTableQueryInfo = pRuntimeEnv->current;

  // lastKey needs to be updated
  pTableQueryInfo->lastKey = nextKey;
  if (pRuntimeEnv->prevGroupId != INT32_MIN && pRuntimeEnv->prevGroupId == groupIndex) {
    return;
  }

  doSetTableGroupOutputBuf(pRuntimeEnv, &pInfo->resultRowInfo, pInfo->pCtx, pInfo->rowCellInfoOffset, numOfOutput, groupIndex);

  // record the current active group id
  pRuntimeEnv->prevGroupId = groupIndex;
}

void setResultOutputBuf(SQueryRuntimeEnv *pRuntimeEnv, SResultRow *pResult, SQLFunctionCtx* pCtx,
    int32_t numOfCols, int32_t* rowCellInfoOffset) {
  // Note: pResult->pos[i]->num == 0, there is only fixed number of results for each group
  tFilePage *page = getResBufPage(pRuntimeEnv->pResultBuf, pResult->pageId);

  int16_t offset = 0;
  for (int32_t i = 0; i < numOfCols; ++i) {
    pCtx[i].pOutput = getPosInResultPage(pRuntimeEnv->pQueryAttr, page, pResult->offset, offset);
    offset += pCtx[i].outputBytes;

    int32_t functionId = pCtx[i].functionId;
    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
      pCtx[i].ptsOutputBuf = pCtx[0].pOutput;
    }

    /*
     * set the output buffer information and intermediate buffer,
     * not all queries require the interResultBuf, such as COUNT
     */
    pCtx[i].resultInfo = getResultCell(pResult, i, rowCellInfoOffset);
  }
}

void setCtxTagForJoin(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, SExprInfo* pExprInfo, void* pTable) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  SSqlExpr* pExpr = &pExprInfo->base;
  if (pQueryAttr->stableQuery && (pRuntimeEnv->pTsBuf != NULL) &&
      (pExpr->functionId == TSDB_FUNC_TS || pExpr->functionId == TSDB_FUNC_PRJ) &&
      (pExpr->colInfo.colIndex == PRIMARYKEY_TIMESTAMP_COL_INDEX)) {
    assert(pExpr->numOfParams == 1);

    int16_t      tagColId = (int16_t)pExprInfo->base.param[0].i64;
    SColumnInfo* pColInfo = doGetTagColumnInfoById(pQueryAttr->tagColList, pQueryAttr->numOfTags, tagColId);

    doSetTagValueInParam(pTable, tagColId, &pCtx->tag, pColInfo->type, pColInfo->bytes);

    int16_t tagType = pCtx[0].tag.nType;
    if (tagType == TSDB_DATA_TYPE_BINARY || tagType == TSDB_DATA_TYPE_NCHAR) {
      qDebug("QInfo:0x%"PRIx64" set tag value for join comparison, colId:%" PRId64 ", val:%s", GET_QID(pRuntimeEnv),
             pExprInfo->base.param[0].i64, pCtx[0].tag.pz);
    } else {
      qDebug("QInfo:0x%"PRIx64" set tag value for join comparison, colId:%" PRId64 ", val:%" PRId64, GET_QID(pRuntimeEnv),
             pExprInfo->base.param[0].i64, pCtx[0].tag.i64);
    }
  }
}

int32_t setTimestampListJoinInfo(SQueryRuntimeEnv* pRuntimeEnv, tVariant* pTag, STableQueryInfo *pTableQueryInfo) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  assert(pRuntimeEnv->pTsBuf != NULL);

  // both the master and supplement scan needs to set the correct ts comp start position
  if (pTableQueryInfo->cur.vgroupIndex == -1) {
    tVariantAssign(&pTableQueryInfo->tag, pTag);

    STSElem elem = tsBufGetElemStartPos(pRuntimeEnv->pTsBuf, pQueryAttr->vgId, &pTableQueryInfo->tag);

    // failed to find data with the specified tag value and vnodeId
    if (!tsBufIsValidElem(&elem)) {
      if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
        qError("QInfo:0x%"PRIx64" failed to find tag:%s in ts_comp", GET_QID(pRuntimeEnv), pTag->pz);
      } else {
        qError("QInfo:0x%"PRIx64" failed to find tag:%" PRId64 " in ts_comp", GET_QID(pRuntimeEnv), pTag->i64);
      }

      return -1;
    }

    // Keep the cursor info of current table
    pTableQueryInfo->cur = tsBufGetCursor(pRuntimeEnv->pTsBuf);
    if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
      qDebug("QInfo:0x%"PRIx64" find tag:%s start pos in ts_comp, blockIndex:%d, tsIndex:%d", GET_QID(pRuntimeEnv), pTag->pz, pTableQueryInfo->cur.blockIndex, pTableQueryInfo->cur.tsIndex);
    } else {
      qDebug("QInfo:0x%"PRIx64" find tag:%"PRId64" start pos in ts_comp, blockIndex:%d, tsIndex:%d", GET_QID(pRuntimeEnv), pTag->i64, pTableQueryInfo->cur.blockIndex, pTableQueryInfo->cur.tsIndex);
    }

  } else {
    tsBufSetCursor(pRuntimeEnv->pTsBuf, &pTableQueryInfo->cur);
    if (pTag->nType == TSDB_DATA_TYPE_BINARY || pTag->nType == TSDB_DATA_TYPE_NCHAR) {
      qDebug("QInfo:0x%"PRIx64" find tag:%s start pos in ts_comp, blockIndex:%d, tsIndex:%d", GET_QID(pRuntimeEnv), pTag->pz, pTableQueryInfo->cur.blockIndex, pTableQueryInfo->cur.tsIndex);
    } else {
      qDebug("QInfo:0x%"PRIx64" find tag:%"PRId64" start pos in ts_comp, blockIndex:%d, tsIndex:%d", GET_QID(pRuntimeEnv), pTag->i64, pTableQueryInfo->cur.blockIndex, pTableQueryInfo->cur.tsIndex);
    }
  }

  return 0;
}

void setParamForStableStddev(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput, SExprInfo* pExprInfo) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t numOfExprs = pQueryAttr->numOfOutput;
  for(int32_t i = 0; i < numOfExprs; ++i) {
    SExprInfo* pExprInfo1 = &(pExprInfo[i]);
    if (pExprInfo1->base.functionId != TSDB_FUNC_STDDEV_DST) {
      continue;
    }

    SSqlExpr* pExpr = &pExprInfo1->base;

    pCtx[i].param[0].arr = NULL;
    pCtx[i].param[0].nType = TSDB_DATA_TYPE_INT;  // avoid freeing the memory by setting the type to be int

    // TODO use hash to speedup this loop
    int32_t numOfGroup = (int32_t)taosArrayGetSize(pRuntimeEnv->prevResult);
    for (int32_t j = 0; j < numOfGroup; ++j) {
      SInterResult* p = taosArrayGet(pRuntimeEnv->prevResult, j);
      if (pQueryAttr->tagLen == 0 || memcmp(p->tags, pRuntimeEnv->tagVal, pQueryAttr->tagLen) == 0) {
        int32_t numOfCols = (int32_t)taosArrayGetSize(p->pResult);
        for (int32_t k = 0; k < numOfCols; ++k) {
          SStddevInterResult* pres = taosArrayGet(p->pResult, k);
          if (pres->colId == pExpr->colInfo.colId) {
            pCtx[i].param[0].arr = pres->pResult;
            break;
          }
        }
      }
    }
  }

}

void setParamForStableStddevByColData(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput, SExprInfo* pExpr, char* val, int16_t bytes) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t numOfExprs = pQueryAttr->numOfOutput;
  for(int32_t i = 0; i < numOfExprs; ++i) {
    SSqlExpr* pExpr1 = &pExpr[i].base;
    if (pExpr1->functionId != TSDB_FUNC_STDDEV_DST) {
      continue;
    }

    pCtx[i].param[0].arr = NULL;
    pCtx[i].param[0].nType = TSDB_DATA_TYPE_INT;  // avoid freeing the memory by setting the type to be int

    // TODO use hash to speedup this loop
    int32_t numOfGroup = (int32_t)taosArrayGetSize(pRuntimeEnv->prevResult);
    for (int32_t j = 0; j < numOfGroup; ++j) {
      SInterResult* p = taosArrayGet(pRuntimeEnv->prevResult, j);
      if (bytes == 0 || memcmp(p->tags, val, bytes) == 0) {
        int32_t numOfCols = (int32_t)taosArrayGetSize(p->pResult);
        for (int32_t k = 0; k < numOfCols; ++k) {
          SStddevInterResult* pres = taosArrayGet(p->pResult, k);
          if (pres->colId == pExpr1->colInfo.colId) {
            pCtx[i].param[0].arr = pres->pResult;
            break;
          }
        }
      }
    }
  }
}

/*
 * There are two cases to handle:
 *
 * 1. Query range is not set yet (queryRangeSet = 0). we need to set the query range info, including pQueryAttr->lastKey,
 *    pQueryAttr->window.skey, and pQueryAttr->eKey.
 * 2. Query range is set and query is in progress. There may be another result with the same query ranges to be
 *    merged during merge stage. In this case, we need the pTableQueryInfo->lastResRows to decide if there
 *    is a previous result generated or not.
 */
void setIntervalQueryRange(SQueryRuntimeEnv *pRuntimeEnv, TSKEY key) {
  SQueryAttr           *pQueryAttr = pRuntimeEnv->pQueryAttr;
  STableQueryInfo  *pTableQueryInfo = pRuntimeEnv->current;
  SResultRowInfo   *pWindowResInfo = &pTableQueryInfo->resInfo;

  if (pWindowResInfo->prevSKey != TSKEY_INITIAL_VAL) {
    return;
  }

  pTableQueryInfo->win.skey = key;
  STimeWindow win = {.skey = key, .ekey = pQueryAttr->window.ekey};

  /**
   * In handling the both ascending and descending order super table query, we need to find the first qualified
   * timestamp of this table, and then set the first qualified start timestamp.
   * In ascending query, the key is the first qualified timestamp. However, in the descending order query, additional
   * operations involve.
   */
  STimeWindow w = TSWINDOW_INITIALIZER;

  TSKEY sk = MIN(win.skey, win.ekey);
  TSKEY ek = MAX(win.skey, win.ekey);
  getAlignQueryTimeWindow(pQueryAttr, win.skey, sk, ek, &w);

  if (pWindowResInfo->prevSKey == TSKEY_INITIAL_VAL) {
    if (!QUERY_IS_ASC_QUERY(pQueryAttr)) {
      assert(win.ekey == pQueryAttr->window.ekey);
    }

    pWindowResInfo->prevSKey = w.skey;
  }

  pTableQueryInfo->lastKey = pTableQueryInfo->win.skey;
}

/**
 * copyToOutputBuf support copy data in ascending/descending order
 * For interval query of both super table and table, copy the data in ascending order, since the output results are
 * ordered in SWindowResutl already. While handling the group by query for both table and super table,
 * all group result are completed already.
 *
 * @param pQInfo
 * @param result
 */

static int32_t doCopyToSDataBlock(SQueryRuntimeEnv* pRuntimeEnv, SGroupResInfo* pGroupResInfo, int32_t orderType, SSDataBlock* pBlock) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  int32_t numOfRows = getNumOfTotalRes(pGroupResInfo);
  int32_t numOfResult = pBlock->info.rows; // there are already exists result rows

  int32_t start = 0;
  int32_t step = -1;

  qDebug("QInfo:0x%"PRIx64" start to copy data from windowResInfo to output buf", GET_QID(pRuntimeEnv));
  if (orderType == TSDB_ORDER_ASC) {
    start = pGroupResInfo->index;
    step = 1;
  } else {  // desc order copy all data
    start = numOfRows - pGroupResInfo->index - 1;
    step = -1;
  }

  for (int32_t i = start; (i < numOfRows) && (i >= 0); i += step) {
    SResultRow* pRow = taosArrayGetP(pGroupResInfo->pRows, i);
    if (pRow->numOfRows == 0) {
      pGroupResInfo->index += 1;
      continue;
    }

    int32_t numOfRowsToCopy = pRow->numOfRows;

    pGroupResInfo->index += 1;

    tFilePage *page = getResBufPage(pRuntimeEnv->pResultBuf, pRow->pageId);

    int16_t offset = 0;
    for (int32_t j = 0; j < pBlock->info.numOfCols; ++j) {
      SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, j);
      int32_t bytes = pColInfoData->info.bytes;

      char *out = pColInfoData->pData + numOfResult * bytes;
      char *in  = getPosInResultPage(pQueryAttr, page, pRow->offset, offset);
      memcpy(out, in, bytes * numOfRowsToCopy);

      offset += bytes;
    }

    numOfResult += numOfRowsToCopy;
    if (numOfResult == pRuntimeEnv->resultInfo.capacity) {  // output buffer is full
      break;
    }
  }

  qDebug("QInfo:0x%"PRIx64" copy data to query buf completed", GET_QID(pRuntimeEnv));
  pBlock->info.rows = numOfResult;
  return 0;
}

static void toSSDataBlock(SGroupResInfo *pGroupResInfo, SQueryRuntimeEnv* pRuntimeEnv, SSDataBlock* pBlock) {
  assert(pGroupResInfo->currentGroup <= pGroupResInfo->totalGroup);

  pBlock->info.rows = 0;
  if (!hasRemainDataInCurrentGroup(pGroupResInfo)) {
    return;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t orderType = (pQueryAttr->pGroupbyExpr != NULL) ? pQueryAttr->pGroupbyExpr->orderType : TSDB_ORDER_ASC;
  doCopyToSDataBlock(pRuntimeEnv, pGroupResInfo, orderType, pBlock);

  // refactor : extract method
  SColumnInfoData* pInfoData = taosArrayGet(pBlock->pDataBlock, 0);

  if (pInfoData->info.type == TSDB_DATA_TYPE_TIMESTAMP) {
    STimeWindow* w = &pBlock->info.window;
    w->skey = *(int64_t*)pInfoData->pData;
    w->ekey = *(int64_t*)(((char*)pInfoData->pData) + TSDB_KEYSIZE * (pBlock->info.rows - 1));
  }
}

static void updateNumOfRowsInResultRows(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput,
                                        SResultRowInfo* pResultRowInfo, int32_t* rowCellInfoOffset) {
  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  // update the number of result for each, only update the number of rows for the corresponding window result.
  if (QUERY_IS_INTERVAL_QUERY(pQueryAttr)) {
    return;
  }

  for (int32_t i = 0; i < pResultRowInfo->size; ++i) {
    SResultRow *pResult = pResultRowInfo->pResult[i];

    for (int32_t j = 0; j < numOfOutput; ++j) {
      int32_t functionId = pCtx[j].functionId;
      if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_TAGPRJ) {
        continue;
      }

      SResultRowCellInfo* pCell = getResultCell(pResult, j, rowCellInfoOffset);
      pResult->numOfRows = (uint16_t)(MAX(pResult->numOfRows, pCell->numOfRes));
    }
  }
}

static void doCopyQueryResultToMsg(SQInfo *pQInfo, int32_t numOfRows, char *data) {
  SQueryRuntimeEnv* pRuntimeEnv = &pQInfo->runtimeEnv;
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  SSDataBlock* pRes = pRuntimeEnv->outputBuf;

  if (pQueryAttr->pExpr2 == NULL) {
    for (int32_t col = 0; col < pQueryAttr->numOfOutput; ++col) {
      SColumnInfoData* pColRes = taosArrayGet(pRes->pDataBlock, col);
      memmove(data, pColRes->pData, pColRes->info.bytes * pRes->info.rows);
      data += pColRes->info.bytes * pRes->info.rows;
    }
  } else {
    for (int32_t col = 0; col < pQueryAttr->numOfExpr2; ++col) {
      SColumnInfoData* pColRes = taosArrayGet(pRes->pDataBlock, col);
      memmove(data, pColRes->pData, pColRes->info.bytes * numOfRows);
      data += pColRes->info.bytes * numOfRows;
    }
  }

  int32_t numOfTables = (int32_t) taosHashGetSize(pRuntimeEnv->pTableRetrieveTsMap);
  *(int32_t*)data = htonl(numOfTables);
  data += sizeof(int32_t);

  int32_t total = 0;
  STableIdInfo* item = taosHashIterate(pRuntimeEnv->pTableRetrieveTsMap, NULL);

  while(item) {
    STableIdInfo* pDst = (STableIdInfo*)data;
    pDst->uid = htobe64(item->uid);
    pDst->tid = htonl(item->tid);
    pDst->key = htobe64(item->key);

    data += sizeof(STableIdInfo);
    total++;

    qDebug("QInfo:0x%"PRIx64" set subscribe info, tid:%d, uid:%"PRIu64", skey:%"PRId64, pQInfo->qId, item->tid, item->uid, item->key);
    item = taosHashIterate(pRuntimeEnv->pTableRetrieveTsMap, item);
  }

  qDebug("QInfo:0x%"PRIx64" set %d subscribe info", pQInfo->qId, total);
  // Check if query is completed or not for stable query or normal table query respectively.
  if (Q_STATUS_EQUAL(pRuntimeEnv->status, QUERY_COMPLETED) && pRuntimeEnv->proot->status == OP_EXEC_DONE) {
    setQueryStatus(pRuntimeEnv, QUERY_OVER);
  }
}

int32_t doFillTimeIntervalGapsInResults(SFillInfo* pFillInfo, SSDataBlock *pOutput, int32_t capacity) {
  void** p = calloc(pFillInfo->numOfCols, POINTER_BYTES);
  for(int32_t i = 0; i < pFillInfo->numOfCols; ++i) {
    SColumnInfoData* pColInfoData = taosArrayGet(pOutput->pDataBlock, i);
    p[i] = pColInfoData->pData;
  }

  pOutput->info.rows = (int32_t)taosFillResultDataBlock(pFillInfo, p, capacity);
  tfree(p);
  return pOutput->info.rows;
}

void queryCostStatis(SQInfo *pQInfo) {
  SQueryRuntimeEnv *pRuntimeEnv = &pQInfo->runtimeEnv;
  SQueryCostInfo *pSummary = &pQInfo->summary;

  uint64_t hashSize = taosHashGetMemSize(pQInfo->runtimeEnv.pResultRowHashTable);
  hashSize += taosHashGetMemSize(pRuntimeEnv->tableqinfoGroupInfo.map);
  pSummary->hashSize = hashSize;

  // add the merge time
  pSummary->elapsedTime += pSummary->firstStageMergeTime;

  SResultRowPool* p = pQInfo->runtimeEnv.pool;
  if (p != NULL) {
    pSummary->winInfoSize = getResultRowPoolMemSize(p);
    pSummary->numOfTimeWindows = getNumOfAllocatedResultRows(p);
  } else {
    pSummary->winInfoSize = 0;
    pSummary->numOfTimeWindows = 0;
  }

  qDebug("QInfo:0x%"PRIx64" :cost summary: elapsed time:%"PRId64" us, first merge:%"PRId64" us, total blocks:%d, "
         "load block statis:%d, load data block:%d, total rows:%"PRId64 ", check rows:%"PRId64,
         pQInfo->qId, pSummary->elapsedTime, pSummary->firstStageMergeTime, pSummary->totalBlocks, pSummary->loadBlockStatis,
         pSummary->loadBlocks, pSummary->totalRows, pSummary->totalCheckedRows);

  qDebug("QInfo:0x%"PRIx64" :cost summary: winResPool size:%.2f Kb, numOfWin:%"PRId64", tableInfoSize:%.2f Kb, hashTable:%.2f Kb", pQInfo->qId, pSummary->winInfoSize/1024.0,
      pSummary->numOfTimeWindows, pSummary->tableInfoSize/1024.0, pSummary->hashSize/1024.0);
}

//static void updateOffsetVal(SQueryRuntimeEnv *pRuntimeEnv, SDataBlockInfo *pBlockInfo) {
//  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
//  STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;
//
//  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
//
//  if (pQueryAttr->limit.offset == pBlockInfo->rows) {  // current block will ignore completed
//    pTableQueryInfo->lastKey = QUERY_IS_ASC_QUERY(pQueryAttr) ? pBlockInfo->window.ekey + step : pBlockInfo->window.skey + step;
//    pQueryAttr->limit.offset = 0;
//    return;
//  }
//
//  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
//    pQueryAttr->pos = (int32_t)pQueryAttr->limit.offset;
//  } else {
//    pQueryAttr->pos = pBlockInfo->rows - (int32_t)pQueryAttr->limit.offset - 1;
//  }
//
//  assert(pQueryAttr->pos >= 0 && pQueryAttr->pos <= pBlockInfo->rows - 1);
//
//  SArray *         pDataBlock = tsdbRetrieveDataBlock(pRuntimeEnv->pQueryHandle, NULL);
//  SColumnInfoData *pColInfoData = taosArrayGet(pDataBlock, 0);
//
//  // update the pQueryAttr->limit.offset value, and pQueryAttr->pos value
//  TSKEY *keys = (TSKEY *) pColInfoData->pData;
//
//  // update the offset value
//  pTableQueryInfo->lastKey = keys[pQueryAttr->pos];
//  pQueryAttr->limit.offset = 0;
//
//  int32_t numOfRes = tableApplyFunctionsOnBlock(pRuntimeEnv, pBlockInfo, NULL, binarySearchForKey, pDataBlock);
//
//  qDebug("QInfo:0x%"PRIx64" check data block, brange:%" PRId64 "-%" PRId64 ", numOfRows:%d, numOfRes:%d, lastKey:%"PRId64, GET_QID(pRuntimeEnv),
//         pBlockInfo->window.skey, pBlockInfo->window.ekey, pBlockInfo->rows, numOfRes, pQuery->current->lastKey);
//}

//void skipBlocks(SQueryRuntimeEnv *pRuntimeEnv) {
//  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
//
//  if (pQueryAttr->limit.offset <= 0 || pQueryAttr->numOfFilterCols > 0) {
//    return;
//  }
//
//  pQueryAttr->pos = 0;
//  int32_t step = GET_FORWARD_DIRECTION_FACTOR(pQueryAttr->order.order);
//
//  STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;
//  TsdbQueryHandleT pQueryHandle = pRuntimeEnv->pQueryHandle;
//
//  SDataBlockInfo blockInfo = SDATA_BLOCK_INITIALIZER;
//  while (tsdbNextDataBlock(pQueryHandle)) {
//    if (isQueryKilled(pRuntimeEnv->qinfo)) {
//      longjmp(pRuntimeEnv->env, TSDB_CODE_TSC_QUERY_CANCELLED);
//    }
//
//    tsdbRetrieveDataBlockInfo(pQueryHandle, &blockInfo);
//
//    if (pQueryAttr->limit.offset > blockInfo.rows) {
//      pQueryAttr->limit.offset -= blockInfo.rows;
//      pTableQueryInfo->lastKey = (QUERY_IS_ASC_QUERY(pQueryAttr)) ? blockInfo.window.ekey : blockInfo.window.skey;
//      pTableQueryInfo->lastKey += step;
//
//      qDebug("QInfo:0x%"PRIx64" skip rows:%d, offset:%" PRId64, GET_QID(pRuntimeEnv), blockInfo.rows,
//             pQuery->limit.offset);
//    } else {  // find the appropriated start position in current block
//      updateOffsetVal(pRuntimeEnv, &blockInfo);
//      break;
//    }
//  }
//
//  if (terrno != TSDB_CODE_SUCCESS) {
//    longjmp(pRuntimeEnv->env, terrno);
//  }
//}

//static TSKEY doSkipIntervalProcess(SQueryRuntimeEnv* pRuntimeEnv, STimeWindow* win, SDataBlockInfo* pBlockInfo, STableQueryInfo* pTableQueryInfo) {
//  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
//  SResultRowInfo *pWindowResInfo = &pRuntimeEnv->resultRowInfo;
//
//  assert(pQueryAttr->limit.offset == 0);
//  STimeWindow tw = *win;
//  getNextTimeWindow(pQueryAttr, &tw);
//
//  if ((tw.skey <= pBlockInfo->window.ekey && QUERY_IS_ASC_QUERY(pQueryAttr)) ||
//      (tw.ekey >= pBlockInfo->window.skey && !QUERY_IS_ASC_QUERY(pQueryAttr))) {
//
//    // load the data block and check data remaining in current data block
//    // TODO optimize performance
//    SArray *         pDataBlock = tsdbRetrieveDataBlock(pRuntimeEnv->pQueryHandle, NULL);
//    SColumnInfoData *pColInfoData = taosArrayGet(pDataBlock, 0);
//
//    tw = *win;
//    int32_t startPos =
//        getNextQualifiedWindow(pQueryAttr, &tw, pBlockInfo, pColInfoData->pData, binarySearchForKey, -1);
//    assert(startPos >= 0);
//
//    // set the abort info
//    pQueryAttr->pos = startPos;
//
//    // reset the query start timestamp
//    pTableQueryInfo->win.skey = ((TSKEY *)pColInfoData->pData)[startPos];
//    pQueryAttr->window.skey = pTableQueryInfo->win.skey;
//    TSKEY key = pTableQueryInfo->win.skey;
//
//    pWindowResInfo->prevSKey = tw.skey;
//    int32_t index = pRuntimeEnv->resultRowInfo.curIndex;
//
//    int32_t numOfRes = tableApplyFunctionsOnBlock(pRuntimeEnv, pBlockInfo, NULL, binarySearchForKey, pDataBlock);
//    pRuntimeEnv->resultRowInfo.curIndex = index;  // restore the window index
//
//    qDebug("QInfo:0x%"PRIx64" check data block, brange:%" PRId64 "-%" PRId64 ", numOfRows:%d, numOfRes:%d, lastKey:%" PRId64,
//           GET_QID(pRuntimeEnv), pBlockInfo->window.skey, pBlockInfo->window.ekey, pBlockInfo->rows, numOfRes,
//           pQueryAttr->current->lastKey);
//
//    return key;
//  } else {  // do nothing
//    pQueryAttr->window.skey      = tw.skey;
//    pWindowResInfo->prevSKey = tw.skey;
//    pTableQueryInfo->lastKey = tw.skey;
//
//    return tw.skey;
//  }
//
//  return true;
//}

//static bool skipTimeInterval(SQueryRuntimeEnv *pRuntimeEnv, TSKEY* start) {
//  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
//  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
//    assert(*start <= pRuntimeEnv->current->lastKey);
//  } else {
//    assert(*start >= pRuntimeEnv->current->lastKey);
//  }
//
//  // if queried with value filter, do NOT forward query start position
//  if (pQueryAttr->limit.offset <= 0 || pQueryAttr->numOfFilterCols > 0 || pRuntimeEnv->pTsBuf != NULL || pRuntimeEnv->pFillInfo != NULL) {
//    return true;
//  }
//
//  /*
//   * 1. for interval without interpolation query we forward pQueryAttr->interval.interval at a time for
//   *    pQueryAttr->limit.offset times. Since hole exists, pQueryAttr->interval.interval*pQueryAttr->limit.offset value is
//   *    not valid. otherwise, we only forward pQueryAttr->limit.offset number of points
//   */
//  assert(pRuntimeEnv->resultRowInfo.prevSKey == TSKEY_INITIAL_VAL);
//
//  STimeWindow w = TSWINDOW_INITIALIZER;
//  bool ascQuery = QUERY_IS_ASC_QUERY(pQueryAttr);
//
//  SResultRowInfo *pWindowResInfo = &pRuntimeEnv->resultRowInfo;
//  STableQueryInfo *pTableQueryInfo = pRuntimeEnv->current;
//
//  SDataBlockInfo blockInfo = SDATA_BLOCK_INITIALIZER;
//  while (tsdbNextDataBlock(pRuntimeEnv->pQueryHandle)) {
//    tsdbRetrieveDataBlockInfo(pRuntimeEnv->pQueryHandle, &blockInfo);
//
//    if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
//      if (pWindowResInfo->prevSKey == TSKEY_INITIAL_VAL) {
//        getAlignQueryTimeWindow(pQueryAttr, blockInfo.window.skey, blockInfo.window.skey, pQueryAttr->window.ekey, &w);
//        pWindowResInfo->prevSKey = w.skey;
//      }
//    } else {
//      getAlignQueryTimeWindow(pQueryAttr, blockInfo.window.ekey, pQueryAttr->window.ekey, blockInfo.window.ekey, &w);
//      pWindowResInfo->prevSKey = w.skey;
//    }
//
//    // the first time window
//    STimeWindow win = getActiveTimeWindow(pWindowResInfo, pWindowResInfo->prevSKey, pQueryAttr);
//
//    while (pQueryAttr->limit.offset > 0) {
//      STimeWindow tw = win;
//
//      if ((win.ekey <= blockInfo.window.ekey && ascQuery) || (win.ekey >= blockInfo.window.skey && !ascQuery)) {
//        pQueryAttr->limit.offset -= 1;
//        pWindowResInfo->prevSKey = win.skey;
//
//        // current time window is aligned with blockInfo.window.ekey
//        // restart it from next data block by set prevSKey to be TSKEY_INITIAL_VAL;
//        if ((win.ekey == blockInfo.window.ekey && ascQuery) || (win.ekey == blockInfo.window.skey && !ascQuery)) {
//          pWindowResInfo->prevSKey = TSKEY_INITIAL_VAL;
//        }
//      }
//
//      if (pQueryAttr->limit.offset == 0) {
//        *start = doSkipIntervalProcess(pRuntimeEnv, &win, &blockInfo, pTableQueryInfo);
//        return true;
//      }
//
//      // current window does not ended in current data block, try next data block
//      getNextTimeWindow(pQueryAttr, &tw);
//
//      /*
//       * If the next time window still starts from current data block,
//       * load the primary timestamp column first, and then find the start position for the next queried time window.
//       * Note that only the primary timestamp column is required.
//       * TODO: Optimize for this cases. All data blocks are not needed to be loaded, only if the first actually required
//       * time window resides in current data block.
//       */
//      if ((tw.skey <= blockInfo.window.ekey && ascQuery) || (tw.ekey >= blockInfo.window.skey && !ascQuery)) {
//
//        SArray *pDataBlock = tsdbRetrieveDataBlock(pRuntimeEnv->pQueryHandle, NULL);
//        SColumnInfoData *pColInfoData = taosArrayGet(pDataBlock, 0);
//
//        if ((win.ekey > blockInfo.window.ekey && ascQuery) || (win.ekey < blockInfo.window.skey && !ascQuery)) {
//          pQueryAttr->limit.offset -= 1;
//        }
//
//        if (pQueryAttr->limit.offset == 0) {
//          *start = doSkipIntervalProcess(pRuntimeEnv, &win, &blockInfo, pTableQueryInfo);
//          return true;
//        } else {
//          tw = win;
//          int32_t startPos =
//              getNextQualifiedWindow(pQueryAttr, &tw, &blockInfo, pColInfoData->pData, binarySearchForKey, -1);
//          assert(startPos >= 0);
//
//          // set the abort info
//          pQueryAttr->pos = startPos;
//          pTableQueryInfo->lastKey = ((TSKEY *)pColInfoData->pData)[startPos];
//          pWindowResInfo->prevSKey = tw.skey;
//          win = tw;
//        }
//      } else {
//        break;  // offset is not 0, and next time window begins or ends in the next block.
//      }
//    }
//  }
//
//  // check for error
//  if (terrno != TSDB_CODE_SUCCESS) {
//    longjmp(pRuntimeEnv->env, terrno);
//  }
//
//  return true;
//}

static void doDestroyTableQueryInfo(STableGroupInfo* pTableqinfoGroupInfo);

static int32_t setupQueryHandle(void* tsdb, SQueryRuntimeEnv* pRuntimeEnv, int64_t qId, bool isSTableQuery) {
  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  // TODO set the tags scan handle
  if (onlyQueryTags(pQueryAttr)) {
    return TSDB_CODE_SUCCESS;
  }

  STsdbQueryCond cond = createTsdbQueryCond(pQueryAttr, &pQueryAttr->window);
  if (pQueryAttr->tsCompQuery || pQueryAttr->pointInterpQuery) {
    cond.type = BLOCK_LOAD_TABLE_SEQ_ORDER;
  }

  if (!isSTableQuery
    && (pRuntimeEnv->tableqinfoGroupInfo.numOfTables == 1)
    && (cond.order == TSDB_ORDER_ASC)
    && (!QUERY_IS_INTERVAL_QUERY(pQueryAttr))
    && (!pQueryAttr->groupbyColumn)
    && (!pQueryAttr->simpleAgg)
  ) {
    SArray* pa = GET_TABLEGROUP(pRuntimeEnv, 0);
    STableQueryInfo* pCheckInfo = taosArrayGetP(pa, 0);
    cond.twindow = pCheckInfo->win;
  }

  terrno = TSDB_CODE_SUCCESS;
  if (isFirstLastRowQuery(pQueryAttr)) {
    pRuntimeEnv->pQueryHandle = tsdbQueryLastRow(tsdb, &cond, &pQueryAttr->tableGroupInfo, qId, &pQueryAttr->memRef);

    // update the query time window
    pQueryAttr->window = cond.twindow;
    if (pQueryAttr->tableGroupInfo.numOfTables == 0) {
      pRuntimeEnv->tableqinfoGroupInfo.numOfTables = 0;
    } else {
      size_t numOfGroups = GET_NUM_OF_TABLEGROUP(pRuntimeEnv);
      for(int32_t i = 0; i < numOfGroups; ++i) {
        SArray *group = GET_TABLEGROUP(pRuntimeEnv, i);

        size_t t = taosArrayGetSize(group);
        for (int32_t j = 0; j < t; ++j) {
          STableQueryInfo *pCheckInfo = taosArrayGetP(group, j);

          pCheckInfo->win = pQueryAttr->window;
          pCheckInfo->lastKey = pCheckInfo->win.skey;
        }
      }
    }
  } else if (pQueryAttr->pointInterpQuery) {
    pRuntimeEnv->pQueryHandle = tsdbQueryRowsInExternalWindow(tsdb, &cond, &pQueryAttr->tableGroupInfo, qId, &pQueryAttr->memRef);
  } else {
    pRuntimeEnv->pQueryHandle = tsdbQueryTables(tsdb, &cond, &pQueryAttr->tableGroupInfo, qId, &pQueryAttr->memRef);
  }

  return terrno;
}

static SFillColInfo* createFillColInfo(SExprInfo* pExpr, int32_t numOfOutput, int64_t* fillVal) {
  int32_t offset = 0;

  SFillColInfo* pFillCol = calloc(numOfOutput, sizeof(SFillColInfo));
  if (pFillCol == NULL) {
    return NULL;
  }

  for(int32_t i = 0; i < numOfOutput; ++i) {
    SExprInfo* pExprInfo   = &pExpr[i];

    pFillCol[i].col.bytes  = pExprInfo->base.resBytes;
    pFillCol[i].col.type   = (int8_t)pExprInfo->base.resType;
    pFillCol[i].col.offset = offset;
    pFillCol[i].col.colId  = pExprInfo->base.resColId;
    pFillCol[i].tagIndex   = -2;
    pFillCol[i].flag       = pExprInfo->base.colInfo.flag;    // always be the normal column for table query
    pFillCol[i].functionId = pExprInfo->base.functionId;
    pFillCol[i].fillVal.i  = fillVal[i];

    offset += pExprInfo->base.resBytes;
  }

  return pFillCol;
}

int32_t doInitQInfo(SQInfo* pQInfo, STSBuf* pTsBuf, SArray* prevResult, void* tsdb, void* sourceOptr, int32_t tbScanner,
                    SArray* pOperator, void* param) {
  SQueryRuntimeEnv *pRuntimeEnv = &pQInfo->runtimeEnv;

  SQueryAttr *pQueryAttr = pQInfo->runtimeEnv.pQueryAttr;
  pQueryAttr->tsdb = tsdb;

  pRuntimeEnv->prevResult = prevResult;

  if (tsdb != NULL) {
    int32_t code = setupQueryHandle(tsdb, pRuntimeEnv, pQInfo->qId, pQueryAttr->stableQuery);
    if (code != TSDB_CODE_SUCCESS) {
      return code;
    }
  }

  pQueryAttr->interBufSize = getOutputInterResultBufSize(pQueryAttr);

  pRuntimeEnv->groupResInfo.totalGroup = (int32_t) (pQueryAttr->stableQuery? GET_NUM_OF_TABLEGROUP(pRuntimeEnv):0);

  pRuntimeEnv->pQueryAttr = pQueryAttr;
  pRuntimeEnv->pTsBuf = pTsBuf;
  pRuntimeEnv->cur.vgroupIndex = -1;
  setResultBufSize(pQueryAttr, &pRuntimeEnv->resultInfo);

  switch(tbScanner) {
    case OP_TableBlockInfoScan: {
      pRuntimeEnv->proot = createTableBlockInfoScanOperator(pRuntimeEnv->pQueryHandle, pRuntimeEnv);
      break;
    }
    case OP_TableSeqScan: {
      pRuntimeEnv->proot = createTableSeqScanOperator(pRuntimeEnv->pQueryHandle, pRuntimeEnv);
      break;
    }
    case OP_DataBlocksOptScan: {
      pRuntimeEnv->proot = createDataBlocksOptScanInfo(pRuntimeEnv->pQueryHandle, pRuntimeEnv, getNumOfScanTimes(pQueryAttr), 1);
      break;
    }
    case OP_TableScan: {
      pRuntimeEnv->proot = createTableScanOperator(pRuntimeEnv->pQueryHandle, pRuntimeEnv, getNumOfScanTimes(pQueryAttr));
      break;
    }
    default: { // do nothing
      break;
    }
  }

  if (sourceOptr != NULL) {
    assert(pRuntimeEnv->proot == NULL);
    pRuntimeEnv->proot = sourceOptr;
  }

  if (pTsBuf != NULL) {
    int16_t order = (pQueryAttr->order.order == pRuntimeEnv->pTsBuf->tsOrder) ? TSDB_ORDER_ASC : TSDB_ORDER_DESC;
    tsBufSetTraverseOrder(pRuntimeEnv->pTsBuf, order);
  }

  int32_t ps = DEFAULT_PAGE_SIZE;
  getIntermediateBufInfo(pRuntimeEnv, &ps, &pQueryAttr->intermediateResultRowSize);

  int32_t TENMB = 1024*1024*10;
  int32_t code = createDiskbasedResultBuffer(&pRuntimeEnv->pResultBuf, ps, TENMB, pQInfo->qId);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }

  // create runtime environment
  int32_t numOfTables = (int32_t)pQueryAttr->tableGroupInfo.numOfTables;
  pQInfo->summary.tableInfoSize += (numOfTables * sizeof(STableQueryInfo));

  code = setupQueryRuntimeEnv(pRuntimeEnv, (int32_t) pQueryAttr->tableGroupInfo.numOfTables, pOperator, param);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }

  setQueryStatus(pRuntimeEnv, QUERY_NOT_COMPLETED);
  return TSDB_CODE_SUCCESS;
}

static void doTableQueryInfoTimeWindowCheck(SQueryAttr* pQueryAttr, STableQueryInfo* pTableQueryInfo) {
  if (QUERY_IS_ASC_QUERY(pQueryAttr)) {
    assert(
        (pTableQueryInfo->win.skey <= pTableQueryInfo->win.ekey) &&
        (pTableQueryInfo->lastKey >= pTableQueryInfo->win.skey) &&
        (pTableQueryInfo->win.skey >= pQueryAttr->window.skey && pTableQueryInfo->win.ekey <= pQueryAttr->window.ekey));
  } else {
    assert(
        (pTableQueryInfo->win.skey >= pTableQueryInfo->win.ekey) &&
        (pTableQueryInfo->lastKey <= pTableQueryInfo->win.skey) &&
        (pTableQueryInfo->win.skey <= pQueryAttr->window.skey && pTableQueryInfo->win.ekey >= pQueryAttr->window.ekey));
  }
}

STsdbQueryCond createTsdbQueryCond(SQueryAttr* pQueryAttr, STimeWindow* win) {
  STsdbQueryCond cond = {
      .colList   = pQueryAttr->tableCols,
      .order     = pQueryAttr->order.order,
      .numOfCols = pQueryAttr->numOfCols,
      .type      = BLOCK_LOAD_OFFSET_SEQ_ORDER,
      .loadExternalRows = false,
  };

  TIME_WINDOW_COPY(cond.twindow, *win);
  return cond;
}

static STableIdInfo createTableIdInfo(STableQueryInfo* pTableQueryInfo) {
  STableIdInfo tidInfo;
  STableId* id = TSDB_TABLEID(pTableQueryInfo->pTable);

  tidInfo.uid = id->uid;
  tidInfo.tid = id->tid;
  tidInfo.key = pTableQueryInfo->lastKey;

  return tidInfo;
}

static void updateTableIdInfo(STableQueryInfo* pTableQueryInfo, SSDataBlock* pBlock, SHashObj* pTableIdInfo, int32_t order) {
  int32_t step = GET_FORWARD_DIRECTION_FACTOR(order);
  pTableQueryInfo->lastKey = ((order == TSDB_ORDER_ASC)? pBlock->info.window.ekey:pBlock->info.window.skey) + step;

  STableIdInfo tidInfo = createTableIdInfo(pTableQueryInfo);
  STableIdInfo *idinfo = taosHashGet(pTableIdInfo, &tidInfo.tid, sizeof(tidInfo.tid));
  if (idinfo != NULL) {
    assert(idinfo->tid == tidInfo.tid && idinfo->uid == tidInfo.uid);
    idinfo->key = tidInfo.key;
  } else {
    taosHashPut(pTableIdInfo, &tidInfo.tid, sizeof(tidInfo.tid), &tidInfo, sizeof(STableIdInfo));
  }
}

static void doCloseAllTimeWindow(SQueryRuntimeEnv* pRuntimeEnv) {
  size_t numOfGroup = GET_NUM_OF_TABLEGROUP(pRuntimeEnv);
  for (int32_t i = 0; i < numOfGroup; ++i) {
    SArray* group = GET_TABLEGROUP(pRuntimeEnv, i);

    size_t num = taosArrayGetSize(group);
    for (int32_t j = 0; j < num; ++j) {
      STableQueryInfo* item = taosArrayGetP(group, j);
      closeAllResultRows(&item->resInfo);
    }
  }
}

static SSDataBlock* doTableScanImpl(void* param, bool* newgroup) {
  SOperatorInfo*   pOperator = (SOperatorInfo*) param;

  STableScanInfo*  pTableScanInfo = pOperator->info;
  SSDataBlock*      pBlock = &pTableScanInfo->block;
  SQueryRuntimeEnv *pRuntimeEnv = pOperator->pRuntimeEnv;
  SQueryAttr*       pQueryAttr = pRuntimeEnv->pQueryAttr;
  STableGroupInfo  *pTableGroupInfo = &pOperator->pRuntimeEnv->tableqinfoGroupInfo;

  *newgroup = false;

  while (tsdbNextDataBlock(pTableScanInfo->pQueryHandle)) {
    if (isQueryKilled(pOperator->pRuntimeEnv->qinfo)) {
      longjmp(pOperator->pRuntimeEnv->env, TSDB_CODE_TSC_QUERY_CANCELLED);
    }

    pTableScanInfo->numOfBlocks += 1;
    tsdbRetrieveDataBlockInfo(pTableScanInfo->pQueryHandle, &pBlock->info);

    // todo opt
    if (pTableGroupInfo->numOfTables > 1 || (pRuntimeEnv->current == NULL && pTableGroupInfo->numOfTables == 1)) {
      STableQueryInfo** pTableQueryInfo =
          (STableQueryInfo**)taosHashGet(pTableGroupInfo->map, &pBlock->info.tid, sizeof(pBlock->info.tid));
      if (pTableQueryInfo == NULL) {
        break;
      }

      pRuntimeEnv->current = *pTableQueryInfo;
      doTableQueryInfoTimeWindowCheck(pQueryAttr, *pTableQueryInfo);
    }

    // this function never returns error?
    uint32_t status;
    int32_t  code = loadDataBlockOnDemand(pOperator->pRuntimeEnv, pTableScanInfo, pBlock, &status);
    if (code != TSDB_CODE_SUCCESS) {
      longjmp(pOperator->pRuntimeEnv->env, code);
    }

    // current block is ignored according to filter result by block statistics data, continue load the next block
    if (status == BLK_DATA_DISCARD || pBlock->info.rows == 0) {
      continue;
    }

    return pBlock;
  }

  return NULL;
}

static SSDataBlock* doTableScan(void* param, bool *newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;

  STableScanInfo   *pTableScanInfo = pOperator->info;
  SQueryRuntimeEnv *pRuntimeEnv = pOperator->pRuntimeEnv;
  SQueryAttr       *pQueryAttr = pRuntimeEnv->pQueryAttr;

  SResultRowInfo* pResultRowInfo = pTableScanInfo->pResultRowInfo;
  *newgroup = false;

  while (pTableScanInfo->current < pTableScanInfo->times) {
    SSDataBlock* p = doTableScanImpl(pOperator, newgroup);
    if (p != NULL) {
      return p;
    }

    if (++pTableScanInfo->current >= pTableScanInfo->times) {
      if (pTableScanInfo->reverseTimes <= 0) {
        return NULL;
      } else {
        break;
      }
    }

    // do prepare for the next round table scan operation
    STsdbQueryCond cond = createTsdbQueryCond(pQueryAttr, &pQueryAttr->window);
    tsdbResetQueryHandle(pTableScanInfo->pQueryHandle, &cond);

    setQueryStatus(pRuntimeEnv, QUERY_NOT_COMPLETED);
    pRuntimeEnv->scanFlag = REPEAT_SCAN;

    if (pRuntimeEnv->pTsBuf) {
      bool ret = tsBufNextPos(pRuntimeEnv->pTsBuf);
      assert(ret);
    }

    if (pResultRowInfo->size > 0) {
      pResultRowInfo->curIndex = 0;
      pResultRowInfo->prevSKey = pResultRowInfo->pResult[0]->win.skey;
    }

    qDebug("QInfo:0x%"PRIx64" start to repeat scan data blocks due to query func required, qrange:%" PRId64 "-%" PRId64,
           GET_QID(pRuntimeEnv), cond.twindow.skey, cond.twindow.ekey);
  }

  SSDataBlock *p = NULL;
  if (pTableScanInfo->reverseTimes > 0) {
    setupEnvForReverseScan(pRuntimeEnv, pTableScanInfo->pResultRowInfo, pTableScanInfo->pCtx, pTableScanInfo->numOfOutput);

    STsdbQueryCond cond = createTsdbQueryCond(pQueryAttr, &pQueryAttr->window);
    tsdbResetQueryHandle(pTableScanInfo->pQueryHandle, &cond);

    qDebug("QInfo:0x%"PRIx64" start to reverse scan data blocks due to query func required, qrange:%" PRId64 "-%" PRId64,
           GET_QID(pRuntimeEnv), cond.twindow.skey, cond.twindow.ekey);

    pRuntimeEnv->scanFlag = REVERSE_SCAN;

    pTableScanInfo->times = 1;
    pTableScanInfo->current = 0;
    pTableScanInfo->reverseTimes = 0;
    pTableScanInfo->order = cond.order;

    if (pResultRowInfo->size > 0) {
      pResultRowInfo->curIndex = pResultRowInfo->size-1;
      pResultRowInfo->prevSKey = pResultRowInfo->pResult[pResultRowInfo->size-1]->win.skey;
    }

    p = doTableScanImpl(pOperator, newgroup);
  }

  return p;
}

static SSDataBlock* doBlockInfoScan(void* param, bool* newgroup) {
  SOperatorInfo *pOperator = (SOperatorInfo*)param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  STableScanInfo *pTableScanInfo = pOperator->info;
  *newgroup = false;

  STableBlockDist tableBlockDist = {0};
  tableBlockDist.numOfTables     = (int32_t)pOperator->pRuntimeEnv->tableqinfoGroupInfo.numOfTables;
  tableBlockDist.dataBlockInfos  = taosArrayInit(512, sizeof(SFileBlockInfo));

  tsdbGetFileBlocksDistInfo(pTableScanInfo->pQueryHandle, &tableBlockDist);
  tableBlockDist.numOfRowsInMemTable = (int32_t) tsdbGetNumOfRowsInMemTable(pTableScanInfo->pQueryHandle);

  SSDataBlock* pBlock = &pTableScanInfo->block;
  pBlock->info.rows   = 1;
  pBlock->info.numOfCols = 1;

  SBufferWriter bw = tbufInitWriter(NULL, false);
  blockDistInfoToBinary(&tableBlockDist, &bw);
  SColumnInfoData* pColInfo = taosArrayGet(pBlock->pDataBlock, 0);

  int32_t len = (int32_t) tbufTell(&bw);
  pColInfo->pData = malloc(len + sizeof(int32_t));

  *(int32_t*) pColInfo->pData = len;
  memcpy(pColInfo->pData + sizeof(int32_t), tbufGetData(&bw, false), len);

  tbufCloseWriter(&bw);

  SArray* g = GET_TABLEGROUP(pOperator->pRuntimeEnv, 0);
  pOperator->pRuntimeEnv->current = taosArrayGetP(g, 0);

  pOperator->status = OP_EXEC_DONE;
  return pBlock;
}

SOperatorInfo* createTableScanOperator(void* pTsdbQueryHandle, SQueryRuntimeEnv* pRuntimeEnv, int32_t repeatTime) {
  assert(repeatTime > 0);

  STableScanInfo* pInfo = calloc(1, sizeof(STableScanInfo));
  pInfo->pQueryHandle = pTsdbQueryHandle;
  pInfo->times        = repeatTime;
  pInfo->reverseTimes = 0;
  pInfo->order        = pRuntimeEnv->pQueryAttr->order.order;
  pInfo->current      = 0;

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "TableScanOperator";
  pOperator->operatorType = OP_TableScan;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->numOfOutput  = pRuntimeEnv->pQueryAttr->numOfCols;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = doTableScan;

  return pOperator;
}

SOperatorInfo* createTableSeqScanOperator(void* pTsdbQueryHandle, SQueryRuntimeEnv* pRuntimeEnv) {
  STableScanInfo* pInfo = calloc(1, sizeof(STableScanInfo));

  pInfo->pQueryHandle     = pTsdbQueryHandle;
  pInfo->times            = 1;
  pInfo->reverseTimes     = 0;
  pInfo->order            = pRuntimeEnv->pQueryAttr->order.order;
  pInfo->current          = 0;

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "TableSeqScanOperator";
  pOperator->operatorType = OP_TableSeqScan;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->numOfOutput  = pRuntimeEnv->pQueryAttr->numOfCols;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = doTableScanImpl;

  return pOperator;
}

SOperatorInfo* createTableBlockInfoScanOperator(void* pTsdbQueryHandle, SQueryRuntimeEnv* pRuntimeEnv) {
  STableScanInfo* pInfo = calloc(1, sizeof(STableScanInfo));

  pInfo->pQueryHandle     = pTsdbQueryHandle;
  pInfo->block.pDataBlock = taosArrayInit(1, sizeof(SColumnInfoData));

  SColumnInfoData infoData = {{0}};
  infoData.info.type = TSDB_DATA_TYPE_BINARY;
  infoData.info.bytes = 1024;
  infoData.info.colId = TSDB_BLOCK_DIST_COLUMN_INDEX;
  taosArrayPush(pInfo->block.pDataBlock, &infoData);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "TableBlockInfoScanOperator";
  pOperator->operatorType = OP_TableBlockInfoScan;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->numOfOutput  = pRuntimeEnv->pQueryAttr->numOfCols;
  pOperator->exec         = doBlockInfoScan;

  return pOperator;
}

void setTableScanFilterOperatorInfo(STableScanInfo* pTableScanInfo, SOperatorInfo* pDownstream) {
  assert(pTableScanInfo != NULL && pDownstream != NULL);

  pTableScanInfo->pExpr = pDownstream->pExpr;   // TODO refactor to use colId instead of pExpr
  pTableScanInfo->numOfOutput = pDownstream->numOfOutput;

  if (pDownstream->operatorType == OP_Aggregate || pDownstream->operatorType == OP_MultiTableAggregate) {
    SAggOperatorInfo* pAggInfo = pDownstream->info;

    pTableScanInfo->pCtx = pAggInfo->binfo.pCtx;
    pTableScanInfo->pResultRowInfo = &pAggInfo->binfo.resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pAggInfo->binfo.rowCellInfoOffset;
  } else if (pDownstream->operatorType == OP_TimeWindow) {
    STableIntervalOperatorInfo *pIntervalInfo = pDownstream->info;

    pTableScanInfo->pCtx = pIntervalInfo->pCtx;
    pTableScanInfo->pResultRowInfo = &pIntervalInfo->resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pIntervalInfo->rowCellInfoOffset;

  } else if (pDownstream->operatorType == OP_Groupby) {
    SGroupbyOperatorInfo *pGroupbyInfo = pDownstream->info;

    pTableScanInfo->pCtx = pGroupbyInfo->binfo.pCtx;
    pTableScanInfo->pResultRowInfo = &pGroupbyInfo->binfo.resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pGroupbyInfo->binfo.rowCellInfoOffset;

  } else if (pDownstream->operatorType == OP_MultiTableTimeInterval) {
    STableIntervalOperatorInfo *pInfo = pDownstream->info;

    pTableScanInfo->pCtx = pInfo->pCtx;
    pTableScanInfo->pResultRowInfo = &pInfo->resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pInfo->rowCellInfoOffset;

  } else if (pDownstream->operatorType == OP_Arithmetic) {
    SArithOperatorInfo *pInfo = pDownstream->info;

    pTableScanInfo->pCtx = pInfo->binfo.pCtx;
    pTableScanInfo->pResultRowInfo = &pInfo->binfo.resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pInfo->binfo.rowCellInfoOffset;
  } else if (pDownstream->operatorType == OP_SessionWindow) {
    SSWindowOperatorInfo* pInfo = pDownstream->info;

    pTableScanInfo->pCtx = pInfo->binfo.pCtx;
    pTableScanInfo->pResultRowInfo = &pInfo->binfo.resultRowInfo;
    pTableScanInfo->rowCellInfoOffset = pInfo->binfo.rowCellInfoOffset;
  } else {
    assert(0);
  }
}

SOperatorInfo* createDataBlocksOptScanInfo(void* pTsdbQueryHandle, SQueryRuntimeEnv* pRuntimeEnv, int32_t repeatTime, int32_t reverseTime) {
  assert(repeatTime > 0);

  STableScanInfo* pInfo = calloc(1, sizeof(STableScanInfo));
  pInfo->pQueryHandle = pTsdbQueryHandle;
  pInfo->times        = repeatTime;
  pInfo->reverseTimes = reverseTime;
  pInfo->current      = 0;
  pInfo->order        = pRuntimeEnv->pQueryAttr->order.order;

  SOperatorInfo* pOptr = calloc(1, sizeof(SOperatorInfo));
  pOptr->name          = "DataBlocksOptimizedScanOperator";
  pOptr->operatorType  = OP_DataBlocksOptScan;
  pOptr->pRuntimeEnv   = pRuntimeEnv;
  pOptr->blockingOptr  = false;
  pOptr->info          = pInfo;
  pOptr->exec          = doTableScan;

  return pOptr;
}

SArray* getOrderCheckColumns(SQueryAttr* pQuery) {
  int32_t numOfCols = pQuery->pGroupbyExpr->numOfGroupCols;

  SArray* pOrderColumns = NULL;
  if (numOfCols > 0) {
    pOrderColumns = taosArrayDup(pQuery->pGroupbyExpr->columnInfo);
  } else {
    pOrderColumns = taosArrayInit(4, sizeof(SColIndex));
  }

  if (pQuery->interval.interval > 0) {
    if (pOrderColumns == NULL) {
      pOrderColumns = taosArrayInit(1, sizeof(SColIndex));
    }

    SColIndex colIndex = {.colIndex = 0, .colId = 0, .flag = TSDB_COL_NORMAL};
    taosArrayPush(pOrderColumns, &colIndex);
  }

  {
    numOfCols = (int32_t) taosArrayGetSize(pOrderColumns);
    for(int32_t i = 0; i < numOfCols; ++i) {
      SColIndex* index = taosArrayGet(pOrderColumns, i);
      for(int32_t j = 0; j < pQuery->numOfOutput; ++j) {
        if (index->colId == pQuery->pExpr1[j].base.colInfo.colId) {
          index->colIndex = j;
          index->colId = pQuery->pExpr1[j].base.resColId;
        }
      }
    }
  }
  return pOrderColumns;
}

SArray* getResultGroupCheckColumns(SQueryAttr* pQuery) {
  int32_t numOfCols = pQuery->pGroupbyExpr->numOfGroupCols;

  SArray* pOrderColumns = NULL;
  if (numOfCols > 0) {
    pOrderColumns = taosArrayDup(pQuery->pGroupbyExpr->columnInfo);
  } else {
    pOrderColumns = taosArrayInit(4, sizeof(SColIndex));
  }

  for(int32_t i = 0; i < numOfCols; ++i) {
    SColIndex* index = taosArrayGet(pOrderColumns, i);

    bool found = false;
    for(int32_t j = 0; j < pQuery->numOfOutput; ++j) {
      SSqlExpr* pExpr = &pQuery->pExpr1[j].base;

      // TSDB_FUNC_TAG_DUMMY function needs to be ignored
      if (index->colId == pExpr->colInfo.colId &&
          ((TSDB_COL_IS_TAG(pExpr->colInfo.flag) && pExpr->functionId == TSDB_FUNC_TAG) ||
           (TSDB_COL_IS_NORMAL_COL(pExpr->colInfo.flag) && pExpr->functionId == TSDB_FUNC_PRJ))) {
        index->colIndex = j;
        index->colId = pExpr->resColId;
        found = true;
        break;
      }
    }

    assert(found && index->colIndex >= 0 && index->colIndex < pQuery->numOfOutput);
  }

  return pOrderColumns;
}

static void destroyGlobalAggOperatorInfo(void* param, int32_t numOfOutput) {
  SMultiwayMergeInfo *pInfo = (SMultiwayMergeInfo*) param;
  destroyBasicOperatorInfo(&pInfo->binfo, numOfOutput);

  taosArrayDestroy(pInfo->orderColumnList);
  taosArrayDestroy(pInfo->groupColumnList);
  tfree(pInfo->prevRow);
  tfree(pInfo->currentGroupColData);
}

static void destroySlimitOperatorInfo(void* param, int32_t numOfOutput) {
  SSLimitOperatorInfo *pInfo = (SSLimitOperatorInfo*) param;
  taosArrayDestroy(pInfo->orderColumnList);
  tfree(pInfo->prevRow);
}

SOperatorInfo* createGlobalAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream,
                                                 SExprInfo* pExpr, int32_t numOfOutput, void* param) {
  SMultiwayMergeInfo* pInfo = calloc(1, sizeof(SMultiwayMergeInfo));

  pInfo->resultRowFactor =
      (int32_t)(GET_ROW_PARAM_FOR_MULTIOUTPUT(pRuntimeEnv->pQueryAttr, pRuntimeEnv->pQueryAttr->topBotQuery,
                                              false));

  pRuntimeEnv->scanFlag = MERGE_STAGE;  // TODO init when creating pCtx

  pInfo->pMerge = param;
  pInfo->bufCapacity = 4096;

  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pInfo->bufCapacity * pInfo->resultRowFactor);
  pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);

  pInfo->orderColumnList = getOrderCheckColumns(pRuntimeEnv->pQueryAttr);
  pInfo->groupColumnList = getResultGroupCheckColumns(pRuntimeEnv->pQueryAttr);

  // TODO refactor
  int32_t len = 0;
  for(int32_t i = 0; i < numOfOutput; ++i) {
    len += pExpr[i].base.colBytes;
  }

  int32_t numOfCols = (pInfo->orderColumnList != NULL)? (int32_t) taosArrayGetSize(pInfo->orderColumnList):0;
  pInfo->prevRow = calloc(1, (POINTER_BYTES * numOfCols + len));
  int32_t offset = POINTER_BYTES * numOfCols;

  for(int32_t i = 0; i < numOfCols; ++i) {
    pInfo->prevRow[i] = (char*)pInfo->prevRow + offset;

    SColIndex* index = taosArrayGet(pInfo->orderColumnList, i);
    offset += pExpr[index->colIndex].base.resBytes;
  }

  numOfCols = (pInfo->groupColumnList != NULL)? (int32_t)taosArrayGetSize(pInfo->groupColumnList):0;
  pInfo->currentGroupColData = calloc(1, (POINTER_BYTES * numOfCols + len));
  offset = POINTER_BYTES * numOfCols;

  for(int32_t i = 0; i < numOfCols; ++i) {
    pInfo->currentGroupColData[i] = (char*)pInfo->currentGroupColData + offset;

    SColIndex* index = taosArrayGet(pInfo->groupColumnList, i);
    offset += pExpr[index->colIndex].base.resBytes;
  }

  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  pInfo->seed = rand();
  setDefaultOutputBuf(pRuntimeEnv, &pInfo->binfo, pInfo->seed, MERGE_STAGE);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "GlobalAggregate";
  pOperator->operatorType = OP_GlobalAggregate;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doGlobalAggregate;
  pOperator->cleanup      = destroyGlobalAggOperatorInfo;
  return pOperator;
}

SOperatorInfo *createMultiwaySortOperatorInfo(SQueryRuntimeEnv *pRuntimeEnv, SExprInfo *pExpr, int32_t numOfOutput,
                                              int32_t numOfRows, void *merger, bool groupMix) {
  SMultiwayMergeInfo* pInfo = calloc(1, sizeof(SMultiwayMergeInfo));

  pInfo->pMerge     = merger;
  pInfo->groupMix   = groupMix;
  pInfo->bufCapacity = numOfRows;

  pInfo->orderColumnList = getResultGroupCheckColumns(pRuntimeEnv->pQueryAttr);
  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, numOfRows);

  {
    int32_t len = 0;
    for(int32_t i = 0; i < numOfOutput; ++i) {
      len += pExpr[i].base.colBytes;
    }

    int32_t numOfCols = (pInfo->orderColumnList != NULL)? (int32_t) taosArrayGetSize(pInfo->orderColumnList):0;
    pInfo->prevRow = calloc(1, (POINTER_BYTES * numOfCols + len));
    int32_t offset = POINTER_BYTES * numOfCols;

    for(int32_t i = 0; i < numOfCols; ++i) {
      pInfo->prevRow[i] = (char*)pInfo->prevRow + offset;

      SColIndex* index = taosArrayGet(pInfo->orderColumnList, i);
      offset += pExpr[index->colIndex].base.colBytes;
    }
  }

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "MultiwaySortOperator";
  pOperator->operatorType = OP_MultiwayMergeSort;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->numOfOutput  = pRuntimeEnv->pQueryAttr->numOfCols;
  pOperator->exec         = doMultiwayMergeSort;
  pOperator->cleanup      = destroyGlobalAggOperatorInfo;
  return pOperator;
}

static int32_t getTableScanOrder(STableScanInfo* pTableScanInfo) {
  return pTableScanInfo->order;
}

// this is a blocking operator
static SSDataBlock* doAggregate(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SAggOperatorInfo* pAggInfo = pOperator->info;
  SOptrBasicInfo* pInfo = &pAggInfo->binfo;

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t order = pQueryAttr->order.order;

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    if (pRuntimeEnv->current != NULL) {
      setTagValue(pOperator, pRuntimeEnv->current->pTable, pInfo->pCtx, pOperator->numOfOutput);
    }

    if (upstream->operatorType == OP_DataBlocksOptScan) {
      STableScanInfo* pScanInfo = upstream->info;
      order = getTableScanOrder(pScanInfo);
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->pCtx, pBlock, order);
    doAggregateImpl(pOperator, pQueryAttr->window.skey, pInfo->pCtx, pBlock);
  }

  pOperator->status = OP_EXEC_DONE;
  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);

  finalizeQueryResult(pOperator, pInfo->pCtx, &pInfo->resultRowInfo, pInfo->rowCellInfoOffset);
  pInfo->pRes->info.rows = getNumOfResult(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput);

  return pInfo->pRes;
}

static SSDataBlock* doSTableAggregate(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SAggOperatorInfo* pAggInfo = pOperator->info;
  SOptrBasicInfo* pInfo = &pAggInfo->binfo;

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  if (pOperator->status == OP_RES_TO_RETURN) {
    toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pInfo->pRes);

    if (pInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }

    return pInfo->pRes;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t order = pQueryAttr->order.order;

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    setTagValue(pOperator, pRuntimeEnv->current->pTable, pInfo->pCtx, pOperator->numOfOutput);

    if (upstream->operatorType == OP_DataBlocksOptScan) {
      STableScanInfo* pScanInfo = upstream->info;
      order = getTableScanOrder(pScanInfo);
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->pCtx, pBlock, order);

    TSKEY key = QUERY_IS_ASC_QUERY(pQueryAttr)? pBlock->info.window.ekey + 1:pBlock->info.window.skey-1;
    setExecutionContext(pRuntimeEnv, pInfo, pOperator->numOfOutput, pRuntimeEnv->current->groupIndex, key);
    doAggregateImpl(pOperator, pQueryAttr->window.skey, pInfo->pCtx, pBlock);
  }

  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pInfo->resultRowInfo);

  updateNumOfRowsInResultRows(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput, &pInfo->resultRowInfo,
                             pInfo->rowCellInfoOffset);

  initGroupResInfo(&pRuntimeEnv->groupResInfo, &pInfo->resultRowInfo);

  toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pInfo->pRes);
  if (pInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
    pOperator->status = OP_EXEC_DONE;
  }

  return pInfo->pRes;
}

static SSDataBlock* doArithmeticOperation(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;

  SArithOperatorInfo* pArithInfo = pOperator->info;
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  SOptrBasicInfo *pInfo = &pArithInfo->binfo;

  SSDataBlock* pRes = pInfo->pRes;
  int32_t order = pRuntimeEnv->pQueryAttr->order.order;

  pRes->info.rows = 0;

  if (pArithInfo->existDataBlock) {  // TODO refactor
    STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;

    SSDataBlock* pBlock = pArithInfo->existDataBlock;
    pArithInfo->existDataBlock = NULL;
    *newgroup = true;

    // todo dynamic set tags
    if (pTableQueryInfo != NULL) {
      setTagValue(pOperator, pTableQueryInfo->pTable, pInfo->pCtx, pOperator->numOfOutput);
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->pCtx, pBlock, order);
    updateOutputBuf(&pArithInfo->binfo, &pArithInfo->bufCapacity, pBlock->info.rows);

    arithmeticApplyFunctions(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput);

    if (pTableQueryInfo != NULL) { // TODO refactor
      updateTableIdInfo(pTableQueryInfo, pBlock, pRuntimeEnv->pTableRetrieveTsMap, order);
    }

    pRes->info.rows = getNumOfResult(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput);
    if (pRes->info.rows >= pRuntimeEnv->resultInfo.threshold) {
      clearNumOfRes(pInfo->pCtx, pOperator->numOfOutput);
      return pRes;
    }
  }

  while(1) {
    bool prevVal = *newgroup;

    // The upstream exec may change the value of the newgroup, so use a local variable instead.
    SSDataBlock* pBlock = pOperator->upstream->exec(pOperator->upstream, newgroup);
    if (pBlock == NULL) {
      assert(*newgroup == false);

      *newgroup = prevVal;
      setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
      break;
    }

    // Return result of the previous group in the firstly.
    if (newgroup && pRes->info.rows > 0) {
      pArithInfo->existDataBlock = pBlock;
      clearNumOfRes(pInfo->pCtx, pOperator->numOfOutput);
      return pInfo->pRes;
    }

    STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;

    // todo dynamic set tags
    if (pTableQueryInfo != NULL) {
      setTagValue(pOperator, pTableQueryInfo->pTable, pInfo->pCtx, pOperator->numOfOutput);
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->pCtx, pBlock, order);
    updateOutputBuf(&pArithInfo->binfo, &pArithInfo->bufCapacity, pBlock->info.rows);

    arithmeticApplyFunctions(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput);

    if (pTableQueryInfo != NULL) { // TODO refactor
      updateTableIdInfo(pTableQueryInfo, pBlock, pRuntimeEnv->pTableRetrieveTsMap, order);
    }

    pRes->info.rows = getNumOfResult(pRuntimeEnv, pInfo->pCtx, pOperator->numOfOutput);
    if (pRes->info.rows >= pRuntimeEnv->resultInfo.threshold) {
      break;
    }
  }

  clearNumOfRes(pInfo->pCtx, pOperator->numOfOutput);
  return (pInfo->pRes->info.rows > 0)? pInfo->pRes:NULL;
}

static SSDataBlock* doLimit(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*)param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SLimitOperatorInfo* pInfo = pOperator->info;
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  SSDataBlock* pBlock = NULL;
  while (1) {
    pBlock = pOperator->upstream->exec(pOperator->upstream, newgroup);
    if (pBlock == NULL) {
      setQueryStatus(pOperator->pRuntimeEnv, QUERY_COMPLETED);
      pOperator->status = OP_EXEC_DONE;
      return NULL;
    }

    if (pRuntimeEnv->currentOffset == 0) {
      break;
    } else if (pRuntimeEnv->currentOffset >= pBlock->info.rows) {
      pRuntimeEnv->currentOffset -= pBlock->info.rows;
    } else {
      int32_t remain = (int32_t)(pBlock->info.rows - pRuntimeEnv->currentOffset);
      pBlock->info.rows = remain;

      for (int32_t i = 0; i < pBlock->info.numOfCols; ++i) {
        SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, i);

        int16_t bytes = pColInfoData->info.bytes;
        memmove(pColInfoData->pData, pColInfoData->pData + bytes * pRuntimeEnv->currentOffset, remain * bytes);
      }

      pRuntimeEnv->currentOffset = 0;
      break;
    }
  }

  if (pInfo->total + pBlock->info.rows >= pInfo->limit) {
    pBlock->info.rows = (int32_t)(pInfo->limit - pInfo->total);
    pInfo->total = pInfo->limit;

    setQueryStatus(pOperator->pRuntimeEnv, QUERY_COMPLETED);
    pOperator->status = OP_EXEC_DONE;
  } else {
    pInfo->total += pBlock->info.rows;
  }

  return pBlock;
}


bool doFilterData(SColumnInfoData* p, int32_t rid, SColumnFilterElem *filterElem, __filter_func_t fp) {
  char* input = p->pData + p->info.bytes * rid;
  bool isnull = isNull(input, p->info.type);
  if (isnull) {
    return (fp == isNullOperator) ? true : false;
  } else {
    if (fp == notNullOperator) {
      return true;
    } else if (fp == isNullOperator) {
      return false;
    }
  }

  if (fp(filterElem, input, input, p->info.type)) {
    return true;
  }

  return false;
}

static SSDataBlock* doFilter(void* param, bool* newgroup) {
  SOperatorInfo *pOperator = (SOperatorInfo *)param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SFilterOperatorInfo* pCondInfo = pOperator->info;
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  while (1) {
    SSDataBlock *pBlock = pOperator->upstream->exec(pOperator->upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    doSetFilterColumnInfo(pCondInfo->pFilterInfo, pCondInfo->numOfFilterCols, pBlock);
    assert(pRuntimeEnv->pTsBuf == NULL);
    filterRowsInDataBlock(pRuntimeEnv, pCondInfo->pFilterInfo, pCondInfo->numOfFilterCols, pBlock, true);

    if (pBlock->info.rows > 0) {
      return pBlock;
    }
  }

  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
  pOperator->status = OP_EXEC_DONE;
  return NULL;
}

static SSDataBlock* doIntervalAgg(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  STableIntervalOperatorInfo* pIntervalInfo = pOperator->info;

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  if (pOperator->status == OP_RES_TO_RETURN) {
    toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pIntervalInfo->pRes);

    if (pIntervalInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }

    return pIntervalInfo->pRes;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t order = pQueryAttr->order.order;
  STimeWindow win = pQueryAttr->window;

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pIntervalInfo->pCtx, pBlock, pQueryAttr->order.order);
    hashIntervalAgg(pOperator, &pIntervalInfo->resultRowInfo, pBlock, 0);
  }

  // restore the value
  pQueryAttr->order.order = order;
  pQueryAttr->window = win;

  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pIntervalInfo->resultRowInfo);
  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
  finalizeQueryResult(pOperator, pIntervalInfo->pCtx, &pIntervalInfo->resultRowInfo, pIntervalInfo->rowCellInfoOffset);

  initGroupResInfo(&pRuntimeEnv->groupResInfo, &pIntervalInfo->resultRowInfo);
  toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pIntervalInfo->pRes);

  if (pIntervalInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
    pOperator->status = OP_EXEC_DONE;
  }

  return pIntervalInfo->pRes->info.rows == 0? NULL:pIntervalInfo->pRes;
}

static SSDataBlock* doSTableIntervalAgg(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  STableIntervalOperatorInfo* pIntervalInfo = pOperator->info;
  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  if (pOperator->status == OP_RES_TO_RETURN) {
    copyToSDataBlock(pRuntimeEnv, 3000, pIntervalInfo->pRes, pIntervalInfo->rowCellInfoOffset);
    if (pIntervalInfo->pRes->info.rows == 0 || !hasRemainData(&pRuntimeEnv->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }

    return pIntervalInfo->pRes;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t order = pQueryAttr->order.order;

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    // the pDataBlock are always the same one, no need to call this again
    STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;

    setTagValue(pOperator, pTableQueryInfo->pTable, pIntervalInfo->pCtx, pOperator->numOfOutput);
    setInputDataBlock(pOperator, pIntervalInfo->pCtx, pBlock, pQueryAttr->order.order);
    setIntervalQueryRange(pRuntimeEnv, pBlock->info.window.skey);

    hashIntervalAgg(pOperator, &pTableQueryInfo->resInfo, pBlock, pTableQueryInfo->groupIndex);
  }

  pOperator->status = OP_RES_TO_RETURN;
  pQueryAttr->order.order = order;   // TODO : restore the order
  doCloseAllTimeWindow(pRuntimeEnv);
  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);

  copyToSDataBlock(pRuntimeEnv, 3000, pIntervalInfo->pRes, pIntervalInfo->rowCellInfoOffset);
  if (pIntervalInfo->pRes->info.rows == 0 || !hasRemainData(&pRuntimeEnv->groupResInfo)) {
    pOperator->status = OP_EXEC_DONE;
  }

  return pIntervalInfo->pRes;
}

static SSDataBlock* doSessionWindowAgg(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SSWindowOperatorInfo* pWindowInfo = pOperator->info;
  SOptrBasicInfo* pBInfo = &pWindowInfo->binfo;

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  if (pOperator->status == OP_RES_TO_RETURN) {
    toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pBInfo->pRes);

    if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }

    return pBInfo->pRes;
  }

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t order = pQueryAttr->order.order;
  STimeWindow win = pQueryAttr->window;

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pBInfo->pCtx, pBlock, pQueryAttr->order.order);
    doSessionWindowAggImpl(pOperator, pWindowInfo, pBlock);
  }

  // restore the value
  pQueryAttr->order.order = order;
  pQueryAttr->window = win;

  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pBInfo->resultRowInfo);
  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
  finalizeQueryResult(pOperator, pBInfo->pCtx, &pBInfo->resultRowInfo, pBInfo->rowCellInfoOffset);

  initGroupResInfo(&pRuntimeEnv->groupResInfo, &pBInfo->resultRowInfo);
  toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pBInfo->pRes);

  if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
    pOperator->status = OP_EXEC_DONE;
  }

  return pBInfo->pRes->info.rows == 0? NULL:pBInfo->pRes;
}

static SSDataBlock* hashGroupbyAggregate(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SGroupbyOperatorInfo *pInfo = pOperator->info;

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;
  if (pOperator->status == OP_RES_TO_RETURN) {
    toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pInfo->binfo.pRes);

    if (pInfo->binfo.pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }

    return pInfo->binfo.pRes;
  }

  SOperatorInfo* upstream = pOperator->upstream;

  while(1) {
    SSDataBlock* pBlock = upstream->exec(upstream, newgroup);
    if (pBlock == NULL) {
      break;
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->binfo.pCtx, pBlock, pRuntimeEnv->pQueryAttr->order.order);
    setTagValue(pOperator, pRuntimeEnv->current->pTable, pInfo->binfo.pCtx, pOperator->numOfOutput);
    if (pInfo->colIndex == -1) {
      pInfo->colIndex = getGroupbyColumnIndex(pRuntimeEnv->pQueryAttr->pGroupbyExpr, pBlock);
    }

    doHashGroupbyAgg(pOperator, pInfo, pBlock);
  }

  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pInfo->binfo.resultRowInfo);
  setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);

  if (!pRuntimeEnv->pQueryAttr->stableQuery) { // finalize include the update of result rows
    finalizeQueryResult(pOperator, pInfo->binfo.pCtx, &pInfo->binfo.resultRowInfo, pInfo->binfo.rowCellInfoOffset);
  } else {
    updateNumOfRowsInResultRows(pRuntimeEnv, pInfo->binfo.pCtx, pOperator->numOfOutput, &pInfo->binfo.resultRowInfo, pInfo->binfo.rowCellInfoOffset);
  }

  initGroupResInfo(&pRuntimeEnv->groupResInfo, &pInfo->binfo.resultRowInfo);
  toSSDataBlock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pInfo->binfo.pRes);

  if (pInfo->binfo.pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pRuntimeEnv->groupResInfo)) {
    pOperator->status = OP_EXEC_DONE;
  }

  return pInfo->binfo.pRes;
}

static SSDataBlock* doFill(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SFillOperatorInfo *pInfo = pOperator->info;
  SQueryRuntimeEnv  *pRuntimeEnv = pOperator->pRuntimeEnv;

  if (taosFillHasMoreResults(pInfo->pFillInfo)) {
    *newgroup = false;
    doFillTimeIntervalGapsInResults(pInfo->pFillInfo, pInfo->pRes, (int32_t)pRuntimeEnv->resultInfo.capacity);
    return pInfo->pRes;
  }

  // handle the cached new group data block
  if (pInfo->existNewGroupBlock) {
    pInfo->totalInputRows = pInfo->existNewGroupBlock->info.rows;
    int64_t ekey = Q_STATUS_EQUAL(pRuntimeEnv->status, QUERY_COMPLETED)?pRuntimeEnv->pQueryAttr->window.ekey:pInfo->existNewGroupBlock->info.window.ekey;
    taosResetFillInfo(pInfo->pFillInfo, pInfo->pFillInfo->start);

    taosFillSetStartInfo(pInfo->pFillInfo, pInfo->existNewGroupBlock->info.rows, ekey);
    taosFillSetInputDataBlock(pInfo->pFillInfo, pInfo->existNewGroupBlock);

    doFillTimeIntervalGapsInResults(pInfo->pFillInfo, pInfo->pRes, pRuntimeEnv->resultInfo.capacity);
    pInfo->existNewGroupBlock = NULL;
    *newgroup = true;
    return (pInfo->pRes->info.rows > 0)? pInfo->pRes:NULL;
  }

  while(1) {
    SSDataBlock* pBlock = pOperator->upstream->exec(pOperator->upstream, newgroup);
    if (*newgroup) {
      assert(pBlock != NULL);
    }

    if (*newgroup && pInfo->totalInputRows > 0) {  // there are already processed current group data block
      pInfo->existNewGroupBlock = pBlock;
      *newgroup = false;

      // fill the previous group data block
      // before handle a new data block, close the fill operation for previous group data block
      taosFillSetStartInfo(pInfo->pFillInfo, 0, pRuntimeEnv->pQueryAttr->window.ekey);
    } else {
      if (pBlock == NULL) {
        if (pInfo->totalInputRows == 0) {
          pOperator->status = OP_EXEC_DONE;
          return NULL;
        }

        taosFillSetStartInfo(pInfo->pFillInfo, 0, pRuntimeEnv->pQueryAttr->window.ekey);
      } else {
        pInfo->totalInputRows += pBlock->info.rows;

        int64_t ekey = /*Q_STATUS_EQUAL(pRuntimeEnv->status, QUERY_COMPLETED) ? pRuntimeEnv->pQueryAttr->window.ekey
                                                                            : */pBlock->info.window.ekey;

        taosFillSetStartInfo(pInfo->pFillInfo, pBlock->info.rows, ekey);
        taosFillSetInputDataBlock(pInfo->pFillInfo, pBlock);
      }
    }

    doFillTimeIntervalGapsInResults(pInfo->pFillInfo, pInfo->pRes, pRuntimeEnv->resultInfo.capacity);
    if (pInfo->pRes->info.rows > 0) {  // current group has no more result to return
      return pInfo->pRes;
    } else if (pInfo->existNewGroupBlock) {  // try next group
      pInfo->totalInputRows = pInfo->existNewGroupBlock->info.rows;
      int64_t ekey = /*Q_STATUS_EQUAL(pRuntimeEnv->status, QUERY_COMPLETED) ? pRuntimeEnv->pQueryAttr->window.ekey
                                                                          :*/ pInfo->existNewGroupBlock->info.window.ekey;
      taosResetFillInfo(pInfo->pFillInfo, pInfo->pFillInfo->start);

      taosFillSetStartInfo(pInfo->pFillInfo, pInfo->existNewGroupBlock->info.rows, ekey);
      taosFillSetInputDataBlock(pInfo->pFillInfo, pInfo->existNewGroupBlock);

      doFillTimeIntervalGapsInResults(pInfo->pFillInfo, pInfo->pRes, pRuntimeEnv->resultInfo.capacity);
      pInfo->existNewGroupBlock = NULL;
      *newgroup = true;

      return (pInfo->pRes->info.rows > 0) ? pInfo->pRes : NULL;
    } else {
      return NULL;
    }
    //    return (pInfo->pRes->info.rows > 0)? pInfo->pRes:NULL;
  }
}

// todo set the attribute of query scan count
static int32_t getNumOfScanTimes(SQueryAttr* pQueryAttr) {
  for(int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
    int32_t functionId = pQueryAttr->pExpr1[i].base.functionId;
    if (functionId == TSDB_FUNC_STDDEV || functionId == TSDB_FUNC_PERCT) {
      return 2;
    }
  }

  return 1;
}

static void destroyOperatorInfo(SOperatorInfo* pOperator) {
  if (pOperator == NULL) {
    return;
  }

  if (pOperator->cleanup != NULL) {
    pOperator->cleanup(pOperator->info, pOperator->numOfOutput);
  }

  destroyOperatorInfo(pOperator->upstream);
  tfree(pOperator->info);
  tfree(pOperator);
}

SOperatorInfo* createAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SAggOperatorInfo* pInfo = calloc(1, sizeof(SAggOperatorInfo));

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
  int32_t numOfRows = (int32_t)(GET_ROW_PARAM_FOR_MULTIOUTPUT(pQueryAttr, pQueryAttr->topBotQuery, pQueryAttr->stableQuery));

  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, numOfRows);
  pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);

  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  pInfo->seed = rand();
  setDefaultOutputBuf(pRuntimeEnv, &pInfo->binfo, pInfo->seed, MASTER_SCAN);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "TableAggregate";
  pOperator->operatorType = OP_Aggregate;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doAggregate;
  pOperator->cleanup      = destroyBasicOperatorInfo;
  return pOperator;
}

static void doDestroyBasicInfo(SOptrBasicInfo* pInfo, int32_t numOfOutput) {
  assert(pInfo != NULL);

  destroySQLFunctionCtx(pInfo->pCtx, numOfOutput);
  tfree(pInfo->rowCellInfoOffset);

  cleanupResultRowInfo(&pInfo->resultRowInfo);
  pInfo->pRes = destroyOutputBuf(pInfo->pRes);
}

static void destroyBasicOperatorInfo(void* param, int32_t numOfOutput) {
  SOptrBasicInfo* pInfo = (SOptrBasicInfo*) param;
  doDestroyBasicInfo(pInfo, numOfOutput);
}

static void destroySFillOperatorInfo(void* param, int32_t numOfOutput) {
  SFillOperatorInfo* pInfo = (SFillOperatorInfo*) param;
  pInfo->pFillInfo = taosDestroyFillInfo(pInfo->pFillInfo);
  pInfo->pRes = destroyOutputBuf(pInfo->pRes);
}

static void destroyGroupbyOperatorInfo(void* param, int32_t numOfOutput) {
  SGroupbyOperatorInfo* pInfo = (SGroupbyOperatorInfo*) param;
  doDestroyBasicInfo(&pInfo->binfo, numOfOutput);
  tfree(pInfo->prevData);
}

static void destroyArithOperatorInfo(void* param, int32_t numOfOutput) {
  SArithOperatorInfo* pInfo = (SArithOperatorInfo*) param;
  doDestroyBasicInfo(&pInfo->binfo, numOfOutput);
}

static void destroyTagScanOperatorInfo(void* param, int32_t numOfOutput) {
  STagScanInfo* pInfo = (STagScanInfo*) param;
  pInfo->pRes = destroyOutputBuf(pInfo->pRes);
}

static void destroyConditionOperatorInfo(void* param, int32_t numOfOutput) {
  SFilterOperatorInfo* pInfo = (SFilterOperatorInfo*) param;
  doDestroyFilterInfo(pInfo->pFilterInfo, pInfo->numOfFilterCols);
}

static void destroyDistinctOperatorInfo(void* param, int32_t numOfOutput) {
  SDistinctOperatorInfo* pInfo = (SDistinctOperatorInfo*) param;
  taosHashCleanup(pInfo->pSet);
  pInfo->pRes = destroyOutputBuf(pInfo->pRes);
}

SOperatorInfo* createMultiTableAggOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SAggOperatorInfo* pInfo = calloc(1, sizeof(SAggOperatorInfo));

  size_t tableGroup = GET_NUM_OF_TABLEGROUP(pRuntimeEnv);

  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, (int32_t) tableGroup);
  pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
  initResultRowInfo(&pInfo->binfo.resultRowInfo, (int32_t)tableGroup, TSDB_DATA_TYPE_INT);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "MultiTableAggregate";
  pOperator->operatorType = OP_MultiTableAggregate;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doSTableAggregate;
  pOperator->cleanup      = destroyBasicOperatorInfo;

  return pOperator;
}

SOperatorInfo* createArithOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SArithOperatorInfo* pInfo = calloc(1, sizeof(SArithOperatorInfo));

  pInfo->seed = rand();
  pInfo->bufCapacity = pRuntimeEnv->resultInfo.capacity;

  SOptrBasicInfo* pBInfo = &pInfo->binfo;
  pBInfo->pRes  = createOutputBuf(pExpr, numOfOutput, pInfo->bufCapacity);
  pBInfo->pCtx  = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pBInfo->rowCellInfoOffset);

  initResultRowInfo(&pBInfo->resultRowInfo, 8, TSDB_DATA_TYPE_INT);
  setDefaultOutputBuf(pRuntimeEnv, pBInfo, pInfo->seed, MASTER_SCAN);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "ArithmeticOperator";
  pOperator->operatorType = OP_Arithmetic;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doArithmeticOperation;
  pOperator->cleanup      = destroyArithOperatorInfo;

  return pOperator;
}

SOperatorInfo* createFilterOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr,
                                           int32_t numOfOutput) {
  SFilterOperatorInfo* pInfo = calloc(1, sizeof(SFilterOperatorInfo));

  {
    SColumnInfo* pCols = calloc(numOfOutput, sizeof(SColumnInfo));

    int32_t numOfFilter = 0;
    for(int32_t i = 0; i < numOfOutput; ++i) {
      if (pExpr[i].base.flist.numOfFilters > 0) {
        numOfFilter += 1;
      }

      pCols[i].type = pExpr[i].base.resType;
      pCols[i].bytes = pExpr[i].base.resBytes;
      pCols[i].colId = pExpr[i].base.resColId;

      pCols[i].flist.numOfFilters = pExpr[i].base.flist.numOfFilters;
      pCols[i].flist.filterInfo = calloc(pCols[i].flist.numOfFilters, sizeof(SColumnFilterInfo));
      memcpy(pCols[i].flist.filterInfo, pExpr[i].base.flist.filterInfo, pCols[i].flist.numOfFilters * sizeof(SColumnFilterInfo));
    }

    assert(numOfFilter > 0);
    doCreateFilterInfo(pCols, numOfOutput, numOfFilter, &pInfo->pFilterInfo, 0);
    pInfo->numOfFilterCols = numOfFilter;

    for(int32_t i = 0; i < numOfOutput; ++i) {
      tfree(pCols[i].flist.filterInfo);
    }

    tfree(pCols);
  }

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "ConditionOperator";
  pOperator->operatorType = OP_Filter;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pExpr        = pExpr;
  pOperator->upstream     = upstream;
  pOperator->exec         = doFilter;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->cleanup      = destroyConditionOperatorInfo;

  return pOperator;
}

SOperatorInfo* createLimitOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream) {
  SLimitOperatorInfo* pInfo = calloc(1, sizeof(SLimitOperatorInfo));
  pInfo->limit = pRuntimeEnv->pQueryAttr->limit.limit;

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "LimitOperator";
  pOperator->operatorType = OP_Limit;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->upstream     = upstream;
  pOperator->exec         = doLimit;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  return pOperator;
}

SOperatorInfo* createTimeIntervalOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  STableIntervalOperatorInfo* pInfo = calloc(1, sizeof(STableIntervalOperatorInfo));

  pInfo->pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->rowCellInfoOffset);
  pInfo->pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);
  initResultRowInfo(&pInfo->resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "TimeIntervalAggOperator";
  pOperator->operatorType = OP_TimeWindow;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = doIntervalAgg;
  pOperator->cleanup      = destroyBasicOperatorInfo;

  return pOperator;
}

SOperatorInfo* createSWindowOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SSWindowOperatorInfo* pInfo = calloc(1, sizeof(SSWindowOperatorInfo));

  pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);
  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  pInfo->prevTs = INT64_MIN;
  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "SessionWindowAggOperator";
  pOperator->operatorType = OP_SessionWindow;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = doSessionWindowAgg;
  pOperator->cleanup      = destroyBasicOperatorInfo;

  return pOperator;
}

SOperatorInfo* createMultiTableTimeIntervalOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  STableIntervalOperatorInfo* pInfo = calloc(1, sizeof(STableIntervalOperatorInfo));

  pInfo->pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->rowCellInfoOffset);
  pInfo->pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);
  initResultRowInfo(&pInfo->resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "MultiTableTimeIntervalOperator";
  pOperator->operatorType = OP_MultiTableTimeInterval;
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doSTableIntervalAgg;
  pOperator->cleanup      = destroyBasicOperatorInfo;

  return pOperator;
}

SOperatorInfo* createGroupbyOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SGroupbyOperatorInfo* pInfo = calloc(1, sizeof(SGroupbyOperatorInfo));
  pInfo->colIndex = -1;  // group by column index

  pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);
  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8, TSDB_DATA_TYPE_INT);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "GroupbyAggOperator";
  pOperator->blockingOptr = true;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->operatorType = OP_Groupby;
  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = hashGroupbyAggregate;
  pOperator->cleanup      = destroyGroupbyOperatorInfo;

  return pOperator;
}

SOperatorInfo* createFillOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr,
                                      int32_t numOfOutput) {
  SFillOperatorInfo* pInfo = calloc(1, sizeof(SFillOperatorInfo));
  pInfo->pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);

  {
    SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
    SFillColInfo* pColInfo = createFillColInfo(pExpr, numOfOutput, pQueryAttr->fillVal);
    STimeWindow w = TSWINDOW_INITIALIZER;

    TSKEY sk = MIN(pQueryAttr->window.skey, pQueryAttr->window.ekey);
    TSKEY ek = MAX(pQueryAttr->window.skey, pQueryAttr->window.ekey);
    getAlignQueryTimeWindow(pQueryAttr, pQueryAttr->window.skey, sk, ek, &w);

    pInfo->pFillInfo =
        taosCreateFillInfo(pQueryAttr->order.order, w.skey, 0, (int32_t)pRuntimeEnv->resultInfo.capacity, numOfOutput,
                           pQueryAttr->interval.sliding, pQueryAttr->interval.slidingUnit,
                           (int8_t)pQueryAttr->precision, pQueryAttr->fillType, pColInfo, pRuntimeEnv->qinfo);
  }

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "FillOperator";
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->operatorType = OP_Fill;

  pOperator->upstream     = upstream;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;

  pOperator->exec         = doFill;
  pOperator->cleanup      = destroySFillOperatorInfo;

  return pOperator;
}

SOperatorInfo* createSLimitOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput, void* pMerger) {
  SSLimitOperatorInfo* pInfo = calloc(1, sizeof(SSLimitOperatorInfo));

  SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;

  pInfo->orderColumnList = getResultGroupCheckColumns(pQueryAttr);
  pInfo->slimit          = pQueryAttr->slimit;
  pInfo->limit           = pQueryAttr->limit;

  pInfo->currentGroupOffset = pQueryAttr->slimit.offset;
  pInfo->currentOffset = pQueryAttr->limit.offset;

  // TODO refactor
  int32_t len = 0;
  for(int32_t i = 0; i < numOfOutput; ++i) {
    len += pExpr[i].base.resBytes;
  }

  int32_t numOfCols = pInfo->orderColumnList != NULL? (int32_t) taosArrayGetSize(pInfo->orderColumnList):0;
  pInfo->prevRow = calloc(1, (POINTER_BYTES * numOfCols + len));
  int32_t offset = POINTER_BYTES * numOfCols;

  for(int32_t i = 0; i < numOfCols; ++i) {
    pInfo->prevRow[i] = (char*)pInfo->prevRow + offset;

    SColIndex* index = taosArrayGet(pInfo->orderColumnList, i);
    offset += pExpr[index->colIndex].base.resBytes;
  }

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));

  pOperator->name         = "SLimitOperator";
  pOperator->operatorType = OP_SLimit;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->upstream     = upstream;
  pOperator->exec         = doSLimit;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->cleanup      = destroySlimitOperatorInfo;
  return pOperator;
}

static SSDataBlock* doTagScan(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SQueryRuntimeEnv* pRuntimeEnv = pOperator->pRuntimeEnv;

  int32_t maxNumOfTables = (int32_t)pRuntimeEnv->resultInfo.capacity;

  STagScanInfo *pInfo = pOperator->info;
  SSDataBlock  *pRes = pInfo->pRes;
  *newgroup = false;

  int32_t count = 0;
  SArray* pa = GET_TABLEGROUP(pRuntimeEnv, 0);

  int32_t functionId = pOperator->pExpr[0].base.functionId;
  if (functionId == TSDB_FUNC_TID_TAG) { // return the tags & table Id
    SQueryAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
    assert(pQueryAttr->numOfOutput == 1);

    SExprInfo* pExprInfo = &pOperator->pExpr[0];
    int32_t rsize = pExprInfo->base.resBytes;

    count = 0;

    int16_t bytes = pExprInfo->base.resBytes;
    int16_t type  = pExprInfo->base.resType;

    for(int32_t i = 0; i < pQueryAttr->numOfTags; ++i) {
      if (pQueryAttr->tagColList[i].colId == pExprInfo->base.colInfo.colId) {
        bytes = pQueryAttr->tagColList[i].bytes;
        type = pQueryAttr->tagColList[i].type;
        break;
      }
    }

    SColumnInfoData* pColInfo = taosArrayGet(pRes->pDataBlock, 0);

    while(pInfo->currentIndex < pInfo->totalTables && count < maxNumOfTables) {
      int32_t i = pInfo->currentIndex++;
      STableQueryInfo *item = taosArrayGetP(pa, i);

      char *output = pColInfo->pData + count * rsize;
      varDataSetLen(output, rsize - VARSTR_HEADER_SIZE);

      output = varDataVal(output);
      STableId* id = TSDB_TABLEID(item->pTable);

      *(int16_t *)output = 0;
      output += sizeof(int16_t);

      *(int64_t *)output = id->uid;  // memory align problem, todo serialize
      output += sizeof(id->uid);

      *(int32_t *)output = id->tid;
      output += sizeof(id->tid);

      *(int32_t *)output = pQueryAttr->vgId;
      output += sizeof(pQueryAttr->vgId);

      char* data = NULL;
      if (pExprInfo->base.colInfo.colId == TSDB_TBNAME_COLUMN_INDEX) {
        data = tsdbGetTableName(item->pTable);
      } else {
        data = tsdbGetTableTagVal(item->pTable, pExprInfo->base.colInfo.colId, type, bytes);
      }

      doSetTagValueToResultBuf(output, data, type, bytes);
      count += 1;
    }

    qDebug("QInfo:0x%"PRIx64" create (tableId, tag) info completed, rows:%d", GET_QID(pRuntimeEnv), count);
  } else if (functionId == TSDB_FUNC_COUNT) {// handle the "count(tbname)" query
    SColumnInfoData* pColInfo = taosArrayGet(pRes->pDataBlock, 0);
    *(int64_t*)pColInfo->pData = pInfo->totalTables;
    count = 1;

    pOperator->status = OP_EXEC_DONE;
    qDebug("QInfo:0x%"PRIx64" create count(tbname) query, res:%d rows:1", GET_QID(pRuntimeEnv), count);
  } else {  // return only the tags|table name etc.
    SExprInfo* pExprInfo = pOperator->pExpr;  // todo use the column list instead of exprinfo

    count = 0;
    while(pInfo->currentIndex < pInfo->totalTables && count < maxNumOfTables) {
      int32_t i = pInfo->currentIndex++;

      STableQueryInfo* item = taosArrayGetP(pa, i);

      char *data = NULL, *dst = NULL;
      int16_t type = 0, bytes = 0;
      for(int32_t j = 0; j < pOperator->numOfOutput; ++j) {
        // not assign value in case of user defined constant output column
        if (TSDB_COL_IS_UD_COL(pExprInfo[j].base.colInfo.flag)) {
          continue;
        }

        SColumnInfoData* pColInfo = taosArrayGet(pRes->pDataBlock, j);
        type  = pExprInfo[j].base.resType;
        bytes = pExprInfo[j].base.resBytes;

        if (pExprInfo[j].base.colInfo.colId == TSDB_TBNAME_COLUMN_INDEX) {
          data = tsdbGetTableName(item->pTable);
        } else {
          data = tsdbGetTableTagVal(item->pTable, pExprInfo[j].base.colInfo.colId, type, bytes);
        }

        dst  = pColInfo->pData + count * pExprInfo[j].base.resBytes;
        doSetTagValueToResultBuf(dst, data, type, bytes);
      }

      count += 1;
    }

    if (pInfo->currentIndex >= pInfo->totalTables) {
      pOperator->status = OP_EXEC_DONE;
    }

    qDebug("QInfo:0x%"PRIx64" create tag values results completed, rows:%d", GET_QID(pRuntimeEnv), count);
  }

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

SOperatorInfo* createTagScanOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SExprInfo* pExpr, int32_t numOfOutput) {
  STagScanInfo* pInfo = calloc(1, sizeof(STagScanInfo));
  pInfo->pRes = createOutputBuf(pExpr, numOfOutput, pRuntimeEnv->resultInfo.capacity);

  size_t numOfGroup = GET_NUM_OF_TABLEGROUP(pRuntimeEnv);
  assert(numOfGroup == 0 || numOfGroup == 1);

  pInfo->totalTables = pRuntimeEnv->tableqinfoGroupInfo.numOfTables;
  pInfo->currentIndex = 0;

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "SeqTableTagScan";
  pOperator->operatorType = OP_TagScan;
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->info         = pInfo;
  pOperator->exec         = doTagScan;
  pOperator->pExpr        = pExpr;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->cleanup      = destroyTagScanOperatorInfo;

  return pOperator;
}

static SSDataBlock* hashDistinct(void* param, bool* newgroup) {
  SOperatorInfo* pOperator = (SOperatorInfo*) param;
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SDistinctOperatorInfo* pInfo = pOperator->info;
  SSDataBlock* pRes = pInfo->pRes;

  pRes->info.rows = 0;
  SSDataBlock* pBlock = NULL;
  while(1) {
    pBlock = pOperator->upstream->exec(pOperator->upstream, newgroup);
    if (pBlock == NULL) {
      setQueryStatus(pOperator->pRuntimeEnv, QUERY_COMPLETED);
      pOperator->status = OP_EXEC_DONE;
      return NULL;
    }

    assert(pBlock->info.numOfCols == 1);
    SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, 0);

    int16_t bytes = pColInfoData->info.bytes;
    int16_t type = pColInfoData->info.type;

    // ensure the output buffer size
    SColumnInfoData* pResultColInfoData = taosArrayGet(pRes->pDataBlock, 0);
    if (pRes->info.rows + pBlock->info.rows > pInfo->outputCapacity) {
      int32_t newSize = pRes->info.rows + pBlock->info.rows;
      char* tmp = realloc(pResultColInfoData->pData, newSize * bytes);
      if (tmp == NULL) {
        return NULL;
      } else {
        pResultColInfoData->pData = tmp;
        pInfo->outputCapacity = newSize;
      }
    }

    for(int32_t i = 0; i < pBlock->info.rows; ++i) {
      char* val = ((char*)pColInfoData->pData) + bytes * i;
      if (isNull(val, type)) {
        continue;
      }

      void* res = taosHashGet(pInfo->pSet, val, bytes);
      if (res == NULL) {
        taosHashPut(pInfo->pSet, val, bytes, NULL, 0);
        char* start = pResultColInfoData->pData + bytes * pInfo->pRes->info.rows;
        memcpy(start, val, bytes);
        pRes->info.rows += 1;
      }
    }

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

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

SOperatorInfo* createDistinctOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput) {
  SDistinctOperatorInfo* pInfo = calloc(1, sizeof(SDistinctOperatorInfo));

  pInfo->outputCapacity = 4096;
  pInfo->pSet = taosHashInit(64, taosGetDefaultHashFunction(pExpr->base.colType), false, HASH_NO_LOCK);
  pInfo->pRes = createOutputBuf(pExpr, numOfOutput, pInfo->outputCapacity);

  SOperatorInfo* pOperator = calloc(1, sizeof(SOperatorInfo));
  pOperator->name         = "DistinctOperator";
  pOperator->blockingOptr = false;
  pOperator->status       = OP_IN_EXECUTING;
  pOperator->operatorType = OP_Distinct;
  pOperator->upstream     = upstream;
  pOperator->numOfOutput  = numOfOutput;
  pOperator->info         = pInfo;
  pOperator->pRuntimeEnv  = pRuntimeEnv;
  pOperator->exec         = hashDistinct;
  pOperator->cleanup      = destroyDistinctOperatorInfo;
  return pOperator;
}

static int32_t getColumnIndexInSource(SQueriedTableInfo *pTableInfo, SSqlExpr *pExpr, SColumnInfo* pTagCols) {
  int32_t j = 0;

  if (TSDB_COL_IS_TAG(pExpr->colInfo.flag)) {
    if (pExpr->colInfo.colId == TSDB_TBNAME_COLUMN_INDEX) {
      return TSDB_TBNAME_COLUMN_INDEX;
    } else if (pExpr->colInfo.colId == TSDB_BLOCK_DIST_COLUMN_INDEX) {
      return TSDB_BLOCK_DIST_COLUMN_INDEX;     
    }
    

    while(j < pTableInfo->numOfTags) {
      if (pExpr->colInfo.colId == pTagCols[j].colId) {
        return j;
      }

      j += 1;
    }

  } else if (TSDB_COL_IS_UD_COL(pExpr->colInfo.flag)) {  // user specified column data
    return TSDB_UD_COLUMN_INDEX;
  } else {
    while (j < pTableInfo->numOfCols) {
      if (pExpr->colInfo.colId == pTableInfo->colList[j].colId) {
        return j;
      }

      j += 1;
    }
  }

  return INT32_MIN;  // return a less than TSDB_TBNAME_COLUMN_INDEX value
}

bool validateExprColumnInfo(SQueriedTableInfo *pTableInfo, SSqlExpr *pExpr, SColumnInfo* pTagCols) {
  int32_t j = getColumnIndexInSource(pTableInfo, pExpr, pTagCols);
  return j != INT32_MIN;
}

static bool validateQueryMsg(SQueryTableMsg *pQueryMsg) {
  if (pQueryMsg->interval.interval < 0) {
    qError("qmsg:%p illegal value of interval time %" PRId64, pQueryMsg, pQueryMsg->interval.interval);
    return false;
  }

  if (pQueryMsg->sw.gap < 0 || pQueryMsg->sw.primaryColId != PRIMARYKEY_TIMESTAMP_COL_INDEX) {
    qError("qmsg:%p illegal value of session window time %" PRId64, pQueryMsg, pQueryMsg->sw.gap);
    return false;
  }

  if (pQueryMsg->sw.gap > 0 && pQueryMsg->interval.interval > 0) {
    qError("qmsg:%p illegal value of session window time %" PRId64" and interval value %"PRId64, pQueryMsg,
        pQueryMsg->sw.gap, pQueryMsg->interval.interval);
    return false;
  }

  if (pQueryMsg->numOfTables <= 0) {
    qError("qmsg:%p illegal value of numOfTables %d", pQueryMsg, pQueryMsg->numOfTables);
    return false;
  }

  if (pQueryMsg->numOfGroupCols < 0) {
    qError("qmsg:%p illegal value of numOfGroupbyCols %d", pQueryMsg, pQueryMsg->numOfGroupCols);
    return false;
  }

  if (pQueryMsg->numOfOutput > TSDB_MAX_COLUMNS || pQueryMsg->numOfOutput <= 0) {
    qError("qmsg:%p illegal value of output columns %d", pQueryMsg, pQueryMsg->numOfOutput);
    return false;
  }

  return true;
}

static UNUSED_FUNC bool validateQueryTableCols(SQueriedTableInfo* pTableInfo, SSqlExpr** pExpr, int32_t numOfOutput,
                                   SColumnInfo* pTagCols, void* pMsg) {
  int32_t numOfTotal = pTableInfo->numOfCols + pTableInfo->numOfTags;
  if (pTableInfo->numOfCols < 0 || pTableInfo->numOfTags < 0 || numOfTotal > TSDB_MAX_COLUMNS) {
    qError("qmsg:%p illegal value of numOfCols %d numOfTags:%d", pMsg, pTableInfo->numOfCols, pTableInfo->numOfTags);
    return false;
  }

  if (numOfTotal == 0) {  // table total columns are not required.
    for(int32_t i = 0; i < numOfOutput; ++i) {
      SSqlExpr* p = pExpr[i];
      if ((p->functionId == TSDB_FUNC_TAGPRJ) ||
          (p->functionId == TSDB_FUNC_TID_TAG && p->colInfo.colId == TSDB_TBNAME_COLUMN_INDEX) ||
          (p->functionId == TSDB_FUNC_COUNT && p->colInfo.colId == TSDB_TBNAME_COLUMN_INDEX) ||
          (p->functionId == TSDB_FUNC_BLKINFO)) {
        continue;
      }

      return false;
    }
  }

  for(int32_t i = 0; i < numOfOutput; ++i) {
    if (!validateExprColumnInfo(pTableInfo, pExpr[i], pTagCols)) {
      return TSDB_CODE_QRY_INVALID_MSG;
    }
  }

  return true;
}

static char *createTableIdList(SQueryTableMsg *pQueryMsg, char *pMsg, SArray **pTableIdList) {
  assert(pQueryMsg->numOfTables > 0);

  *pTableIdList = taosArrayInit(pQueryMsg->numOfTables, sizeof(STableIdInfo));

  for (int32_t j = 0; j < pQueryMsg->numOfTables; ++j) {
    STableIdInfo* pTableIdInfo = (STableIdInfo *)pMsg;

    pTableIdInfo->tid = htonl(pTableIdInfo->tid);
    pTableIdInfo->uid = htobe64(pTableIdInfo->uid);
    pTableIdInfo->key = htobe64(pTableIdInfo->key);

    taosArrayPush(*pTableIdList, pTableIdInfo);
    pMsg += sizeof(STableIdInfo);
  }

  return pMsg;
}

static int32_t deserializeColFilterInfo(SColumnFilterInfo* pColFilters, int16_t numOfFilters, char** pMsg) {
  for (int32_t f = 0; f < numOfFilters; ++f) {
    SColumnFilterInfo *pFilterMsg = (SColumnFilterInfo *)(*pMsg);

    SColumnFilterInfo *pColFilter = &pColFilters[f];
    pColFilter->filterstr = htons(pFilterMsg->filterstr);

    (*pMsg) += sizeof(SColumnFilterInfo);

    if (pColFilter->filterstr) {
      pColFilter->len = htobe64(pFilterMsg->len);

      pColFilter->pz = (int64_t)calloc(1, (size_t)(pColFilter->len + 1 * TSDB_NCHAR_SIZE)); // note: null-terminator
      if (pColFilter->pz == 0) {
        return TSDB_CODE_QRY_OUT_OF_MEMORY;
      }

      memcpy((void *)pColFilter->pz, (*pMsg), (size_t)pColFilter->len);
      (*pMsg) += (pColFilter->len + 1);
    } else {
      pColFilter->lowerBndi = htobe64(pFilterMsg->lowerBndi);
      pColFilter->upperBndi = htobe64(pFilterMsg->upperBndi);
    }

    pColFilter->lowerRelOptr = htons(pFilterMsg->lowerRelOptr);
    pColFilter->upperRelOptr = htons(pFilterMsg->upperRelOptr);
  }

  return TSDB_CODE_SUCCESS;
}

/**
 * pQueryMsg->head has been converted before this function is called.
 *
 * @param pQueryMsg
 * @param pTableIdList
 * @param pExpr
 * @return
 */
int32_t convertQueryMsg(SQueryTableMsg *pQueryMsg, SQueryParam* param) {
  int32_t code = TSDB_CODE_SUCCESS;

  if (taosCheckVersion(pQueryMsg->version, version, 3) != 0) {
    return TSDB_CODE_QRY_INVALID_MSG;
  }

  pQueryMsg->numOfTables = htonl(pQueryMsg->numOfTables);
  pQueryMsg->window.skey = htobe64(pQueryMsg->window.skey);
  pQueryMsg->window.ekey = htobe64(pQueryMsg->window.ekey);
  pQueryMsg->interval.interval = htobe64(pQueryMsg->interval.interval);
  pQueryMsg->interval.sliding = htobe64(pQueryMsg->interval.sliding);
  pQueryMsg->interval.offset = htobe64(pQueryMsg->interval.offset);
  pQueryMsg->limit = htobe64(pQueryMsg->limit);
  pQueryMsg->offset = htobe64(pQueryMsg->offset);
  pQueryMsg->vgroupLimit = htobe64(pQueryMsg->vgroupLimit);

  pQueryMsg->order = htons(pQueryMsg->order);
  pQueryMsg->orderColId = htons(pQueryMsg->orderColId);
  pQueryMsg->queryType = htonl(pQueryMsg->queryType);
  pQueryMsg->tagNameRelType = htons(pQueryMsg->tagNameRelType);

  pQueryMsg->numOfCols = htons(pQueryMsg->numOfCols);
  pQueryMsg->numOfOutput = htons(pQueryMsg->numOfOutput);
  pQueryMsg->numOfGroupCols = htons(pQueryMsg->numOfGroupCols);
  pQueryMsg->tagCondLen = htons(pQueryMsg->tagCondLen);
  pQueryMsg->tsBuf.tsOffset = htonl(pQueryMsg->tsBuf.tsOffset);
  pQueryMsg->tsBuf.tsLen = htonl(pQueryMsg->tsBuf.tsLen);
  pQueryMsg->tsBuf.tsNumOfBlocks = htonl(pQueryMsg->tsBuf.tsNumOfBlocks);
  pQueryMsg->tsBuf.tsOrder = htonl(pQueryMsg->tsBuf.tsOrder);
  pQueryMsg->numOfTags = htonl(pQueryMsg->numOfTags);
  pQueryMsg->tbnameCondLen = htonl(pQueryMsg->tbnameCondLen);
  pQueryMsg->secondStageOutput = htonl(pQueryMsg->secondStageOutput);
  pQueryMsg->sqlstrLen = htonl(pQueryMsg->sqlstrLen);
  pQueryMsg->prevResultLen = htonl(pQueryMsg->prevResultLen);
  pQueryMsg->sw.gap = htobe64(pQueryMsg->sw.gap);
  pQueryMsg->sw.primaryColId = htonl(pQueryMsg->sw.primaryColId);
  pQueryMsg->tableScanOperator = htonl(pQueryMsg->tableScanOperator);
  pQueryMsg->numOfOperator = htonl(pQueryMsg->numOfOperator);

  // query msg safety check
  if (!validateQueryMsg(pQueryMsg)) {
    code = TSDB_CODE_QRY_INVALID_MSG;
    goto _cleanup;
  }

  char *pMsg = (char *)(pQueryMsg->tableCols) + sizeof(SColumnInfo) * pQueryMsg->numOfCols;
  for (int32_t col = 0; col < pQueryMsg->numOfCols; ++col) {
    SColumnInfo *pColInfo = &pQueryMsg->tableCols[col];

    pColInfo->colId = htons(pColInfo->colId);
    pColInfo->type = htons(pColInfo->type);
    pColInfo->bytes = htons(pColInfo->bytes);
    pColInfo->flist.numOfFilters = htons(pColInfo->flist.numOfFilters);

    if (!isValidDataType(pColInfo->type)) {
      qDebug("qmsg:%p, invalid data type in source column, index:%d, type:%d", pQueryMsg, col, pColInfo->type);
      code = TSDB_CODE_QRY_INVALID_MSG;
      goto _cleanup;
    }

    int32_t numOfFilters = pColInfo->flist.numOfFilters;
    if (numOfFilters > 0) {
      pColInfo->flist.filterInfo = calloc(numOfFilters, sizeof(SColumnFilterInfo));
      if (pColInfo->flist.filterInfo == NULL) {
        code = TSDB_CODE_QRY_OUT_OF_MEMORY;
        goto _cleanup;
      }
    }

    code = deserializeColFilterInfo(pColInfo->flist.filterInfo, numOfFilters, &pMsg);
    if (code != TSDB_CODE_SUCCESS) {
      goto _cleanup;
    }
  }

  param->tableScanOperator = pQueryMsg->tableScanOperator;
  param->pExpr = calloc(pQueryMsg->numOfOutput, POINTER_BYTES);
  if (param->pExpr == NULL) {
    code = TSDB_CODE_QRY_OUT_OF_MEMORY;
    goto _cleanup;
  }

  SSqlExpr *pExprMsg = (SSqlExpr *)pMsg;

  for (int32_t i = 0; i < pQueryMsg->numOfOutput; ++i) {
    param->pExpr[i] = pExprMsg;

    pExprMsg->colInfo.colIndex = htons(pExprMsg->colInfo.colIndex);
    pExprMsg->colInfo.colId = htons(pExprMsg->colInfo.colId);
    pExprMsg->colInfo.flag  = htons(pExprMsg->colInfo.flag);
    pExprMsg->colBytes      = htons(pExprMsg->colBytes);
    pExprMsg->colType       = htons(pExprMsg->colType);

    pExprMsg->resType       = htons(pExprMsg->resType);
    pExprMsg->resBytes      = htons(pExprMsg->resBytes);

    pExprMsg->functionId    = htons(pExprMsg->functionId);
    pExprMsg->numOfParams   = htons(pExprMsg->numOfParams);
    pExprMsg->resColId      = htons(pExprMsg->resColId);
    pExprMsg->flist.numOfFilters  = htons(pExprMsg->flist.numOfFilters);
    pMsg += sizeof(SSqlExpr);

    for (int32_t j = 0; j < pExprMsg->numOfParams; ++j) {
      pExprMsg->param[j].nType = htons(pExprMsg->param[j].nType);
      pExprMsg->param[j].nLen = htons(pExprMsg->param[j].nLen);

      if (pExprMsg->param[j].nType == TSDB_DATA_TYPE_BINARY) {
        pExprMsg->param[j].pz = pMsg;
        pMsg += pExprMsg->param[j].nLen;  // one more for the string terminated char.
      } else {
        pExprMsg->param[j].i64 = htobe64(pExprMsg->param[j].i64);
      }
    }

    int16_t functionId = pExprMsg->functionId;
    if (functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_TAGPRJ || functionId == TSDB_FUNC_TAG_DUMMY) {
      if (!TSDB_COL_IS_TAG(pExprMsg->colInfo.flag)) {  // ignore the column  index check for arithmetic expression.
        code = TSDB_CODE_QRY_INVALID_MSG;
        goto _cleanup;
      }
    }

    if (pExprMsg->flist.numOfFilters > 0) {
      pExprMsg->flist.filterInfo = calloc(pExprMsg->flist.numOfFilters, sizeof(SColumnFilterInfo));
    }

    deserializeColFilterInfo(pExprMsg->flist.filterInfo, pExprMsg->flist.numOfFilters, &pMsg);
    pExprMsg = (SSqlExpr *)pMsg;
  }

  if (pQueryMsg->secondStageOutput) {
    pExprMsg = (SSqlExpr *)pMsg;
    param->pSecExpr = calloc(pQueryMsg->secondStageOutput, POINTER_BYTES);

    for (int32_t i = 0; i < pQueryMsg->secondStageOutput; ++i) {
      param->pSecExpr[i] = pExprMsg;

      pExprMsg->colInfo.colIndex = htons(pExprMsg->colInfo.colIndex);
      pExprMsg->colInfo.colId = htons(pExprMsg->colInfo.colId);
      pExprMsg->colInfo.flag  = htons(pExprMsg->colInfo.flag);
      pExprMsg->resType       = htons(pExprMsg->resType);
      pExprMsg->resBytes      = htons(pExprMsg->resBytes);
      pExprMsg->colBytes      = htons(pExprMsg->colBytes);
      pExprMsg->colType       = htons(pExprMsg->colType);

      pExprMsg->functionId = htons(pExprMsg->functionId);
      pExprMsg->numOfParams = htons(pExprMsg->numOfParams);

      pMsg += sizeof(SSqlExpr);

      for (int32_t j = 0; j < pExprMsg->numOfParams; ++j) {
        pExprMsg->param[j].nType = htons(pExprMsg->param[j].nType);
        pExprMsg->param[j].nLen = htons(pExprMsg->param[j].nLen);

        if (pExprMsg->param[j].nType == TSDB_DATA_TYPE_BINARY) {
          pExprMsg->param[j].pz = pMsg;
          pMsg += pExprMsg->param[j].nLen;  // one more for the string terminated char.
        } else {
          pExprMsg->param[j].i64 = htobe64(pExprMsg->param[j].i64);
        }
      }

      int16_t functionId = pExprMsg->functionId;
      if (functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_TAGPRJ || functionId == TSDB_FUNC_TAG_DUMMY) {
        if (!TSDB_COL_IS_TAG(pExprMsg->colInfo.flag)) {  // ignore the column  index check for arithmetic expression.
          code = TSDB_CODE_QRY_INVALID_MSG;
          goto _cleanup;
        }
      }

      pExprMsg = (SSqlExpr *)pMsg;
    }
  }

  pMsg = createTableIdList(pQueryMsg, pMsg, &(param->pTableIdList));

  if (pQueryMsg->numOfGroupCols > 0) {  // group by tag columns
    param->pGroupColIndex = malloc(pQueryMsg->numOfGroupCols * sizeof(SColIndex));
    if (param->pGroupColIndex == NULL) {
      code = TSDB_CODE_QRY_OUT_OF_MEMORY;
      goto _cleanup;
    }

    for (int32_t i = 0; i < pQueryMsg->numOfGroupCols; ++i) {
      param->pGroupColIndex[i].colId = htons(*(int16_t *)pMsg);
      pMsg += sizeof(param->pGroupColIndex[i].colId);

      param->pGroupColIndex[i].colIndex = htons(*(int16_t *)pMsg);
      pMsg += sizeof(param->pGroupColIndex[i].colIndex);

      param->pGroupColIndex[i].flag = htons(*(int16_t *)pMsg);
      pMsg += sizeof(param->pGroupColIndex[i].flag);

      memcpy(param->pGroupColIndex[i].name, pMsg, tListLen(param->pGroupColIndex[i].name));
      pMsg += tListLen(param->pGroupColIndex[i].name);
    }

    pQueryMsg->orderByIdx = htons(pQueryMsg->orderByIdx);
    pQueryMsg->orderType = htons(pQueryMsg->orderType);
  }

  pQueryMsg->fillType = htons(pQueryMsg->fillType);
  if (pQueryMsg->fillType != TSDB_FILL_NONE) {
    pQueryMsg->fillVal = (uint64_t)(pMsg);

    int64_t *v = (int64_t *)pMsg;
    for (int32_t i = 0; i < pQueryMsg->numOfOutput; ++i) {
      v[i] = htobe64(v[i]);
    }

    pMsg += sizeof(int64_t) * pQueryMsg->numOfOutput;
  }

  if (pQueryMsg->numOfTags > 0) {
    param->pTagColumnInfo = calloc(1, sizeof(SColumnInfo) * pQueryMsg->numOfTags);
    if (param->pTagColumnInfo == NULL) {
      code = TSDB_CODE_QRY_OUT_OF_MEMORY;
      goto _cleanup;
    }

    for (int32_t i = 0; i < pQueryMsg->numOfTags; ++i) {
      SColumnInfo* pTagCol = (SColumnInfo*) pMsg;

      pTagCol->colId = htons(pTagCol->colId);
      pTagCol->bytes = htons(pTagCol->bytes);
      pTagCol->type  = htons(pTagCol->type);
      pTagCol->flist.numOfFilters = 0;

      param->pTagColumnInfo[i] = *pTagCol;
      pMsg += sizeof(SColumnInfo);
    }
  }

  // the tag query condition expression string is located at the end of query msg
  if (pQueryMsg->tagCondLen > 0) {
    param->tagCond = calloc(1, pQueryMsg->tagCondLen);
    if (param->tagCond == NULL) {
      code = TSDB_CODE_QRY_OUT_OF_MEMORY;
      goto _cleanup;
    }

    memcpy(param->tagCond, pMsg, pQueryMsg->tagCondLen);
    pMsg += pQueryMsg->tagCondLen;
  }

  if (pQueryMsg->prevResultLen > 0) {
    param->prevResult = calloc(1, pQueryMsg->prevResultLen);
    if (param->prevResult == NULL) {
      code = TSDB_CODE_QRY_OUT_OF_MEMORY;
      goto _cleanup;
    }

    memcpy(param->prevResult, pMsg, pQueryMsg->prevResultLen);
    pMsg += pQueryMsg->prevResultLen;
  }

  if (pQueryMsg->tbnameCondLen > 0) {
    param->tbnameCond = calloc(1, pQueryMsg->tbnameCondLen + 1);
    if (param->tbnameCond == NULL) {
      code = TSDB_CODE_QRY_OUT_OF_MEMORY;
      goto _cleanup;
    }

    strncpy(param->tbnameCond, pMsg, pQueryMsg->tbnameCondLen);
    pMsg += pQueryMsg->tbnameCondLen;
  }

  //skip ts buf
  if ((pQueryMsg->tsBuf.tsOffset + pQueryMsg->tsBuf.tsLen) > 0) {
    pMsg = (char *)pQueryMsg + pQueryMsg->tsBuf.tsOffset + pQueryMsg->tsBuf.tsLen;
  }

  param->pOperator = taosArrayInit(pQueryMsg->numOfOperator, sizeof(int32_t));
  for(int32_t i = 0; i < pQueryMsg->numOfOperator; ++i) {
    int32_t op = htonl(*(int32_t*)pMsg);
    taosArrayPush(param->pOperator, &op);

    pMsg += sizeof(int32_t);
  }

  param->sql = strndup(pMsg, pQueryMsg->sqlstrLen);

  SQueriedTableInfo info = { .numOfTags = pQueryMsg->numOfTags, .numOfCols = pQueryMsg->numOfCols, .colList = pQueryMsg->tableCols};
  if (!validateQueryTableCols(&info, param->pExpr, pQueryMsg->numOfOutput, param->pTagColumnInfo, pQueryMsg)) {
    code = TSDB_CODE_QRY_INVALID_MSG;
    goto _cleanup;
  }

  qDebug("qmsg:%p query %d tables, type:%d, qrange:%" PRId64 "-%" PRId64 ", numOfGroupbyTagCols:%d, order:%d, "
         "outputCols:%d, numOfCols:%d, interval:%" PRId64 ", fillType:%d, comptsLen:%d, compNumOfBlocks:%d, limit:%" PRId64 ", offset:%" PRId64,
         pQueryMsg, pQueryMsg->numOfTables, pQueryMsg->queryType, pQueryMsg->window.skey, pQueryMsg->window.ekey, pQueryMsg->numOfGroupCols,
         pQueryMsg->order, pQueryMsg->numOfOutput, pQueryMsg->numOfCols, pQueryMsg->interval.interval,
         pQueryMsg->fillType, pQueryMsg->tsBuf.tsLen, pQueryMsg->tsBuf.tsNumOfBlocks, pQueryMsg->limit, pQueryMsg->offset);

  qDebug("qmsg:%p, sql:%s", pQueryMsg, param->sql);
  return TSDB_CODE_SUCCESS;

_cleanup:
  freeParam(param);
  return code;
}

  int32_t cloneExprFilterInfo(SColumnFilterInfo **dst, SColumnFilterInfo* src, int32_t filterNum) {
    if (filterNum <= 0) {
      return TSDB_CODE_SUCCESS;
    }

    *dst = calloc(filterNum, sizeof(*src));
    if (*dst == NULL) {
      return TSDB_CODE_QRY_OUT_OF_MEMORY;
    }

    memcpy(*dst, src, sizeof(*src) * filterNum);

    for (int32_t i = 0; i < filterNum; i++) {
      if ((*dst)[i].filterstr && dst[i]->len > 0) {
        void *pz = calloc(1, (size_t)(*dst)[i].len + 1);

        if (pz == NULL) {
          if (i == 0) {
            free(*dst);
          } else {
            freeColumnFilterInfo(*dst, i);
          }

          return TSDB_CODE_QRY_OUT_OF_MEMORY;
        }

        memcpy(pz, (void *)src->pz, (size_t)src->len + 1);

        (*dst)[i].pz = (int64_t)pz;
      }
    }

    return TSDB_CODE_SUCCESS;
  }

int32_t buildArithmeticExprFromMsg(SExprInfo *pExprInfo, void *pQueryMsg) {
  qDebug("qmsg:%p create arithmetic expr from binary", pQueryMsg);

  tExprNode* pExprNode = NULL;
  TRY(TSDB_MAX_TAG_CONDITIONS) {
    pExprNode = exprTreeFromBinary(pExprInfo->base.param[0].pz, pExprInfo->base.param[0].nLen);
  } CATCH( code ) {
    CLEANUP_EXECUTE();
    qError("qmsg:%p failed to create arithmetic expression string from:%s, reason: %s", pQueryMsg, pExprInfo->base.param[0].pz, tstrerror(code));
    return code;
  } END_TRY

  if (pExprNode == NULL) {
    qError("qmsg:%p failed to create arithmetic expression string from:%s", pQueryMsg, pExprInfo->base.param[0].pz);
    return TSDB_CODE_QRY_APP_ERROR;
  }

  pExprInfo->pExpr = pExprNode;
  return TSDB_CODE_SUCCESS;
}


static int32_t updateOutputBufForTopBotQuery(SQueriedTableInfo* pTableInfo, SColumnInfo* pTagCols, SExprInfo* pExprs, int32_t numOfOutput, int32_t tagLen, bool superTable) {
  for (int32_t i = 0; i < numOfOutput; ++i) {
    int16_t functId = pExprs[i].base.functionId;

    if (functId == TSDB_FUNC_TOP || functId == TSDB_FUNC_BOTTOM) {
      int32_t j = getColumnIndexInSource(pTableInfo, &pExprs[i].base, pTagCols);
      if (j < 0 || j >= pTableInfo->numOfCols) {
        return TSDB_CODE_QRY_INVALID_MSG;
      } else {
        SColumnInfo* pCol = &pTableInfo->colList[j];
        int32_t ret = getResultDataInfo(pCol->type, pCol->bytes, functId, (int32_t)pExprs[i].base.param[0].i64,
                                        &pExprs[i].base.resType, &pExprs[i].base.resBytes, &pExprs[i].base.interBytes, tagLen, superTable);
        assert(ret == TSDB_CODE_SUCCESS);
      }
    }
  }

  return TSDB_CODE_SUCCESS;
}

// TODO tag length should be passed from client
int32_t createQueryFunc(SQueriedTableInfo* pTableInfo, int32_t numOfOutput, SExprInfo** pExprInfo,
                        SSqlExpr** pExprMsg, SColumnInfo* pTagCols, int32_t queryType, void* pMsg) {
  *pExprInfo = NULL;
  int32_t code = TSDB_CODE_SUCCESS;

  SExprInfo *pExprs = (SExprInfo *)calloc(numOfOutput, sizeof(SExprInfo));
  if (pExprs == NULL) {
    return TSDB_CODE_QRY_OUT_OF_MEMORY;
  }

  bool    isSuperTable = QUERY_IS_STABLE_QUERY(queryType);
  int16_t tagLen = 0;

  for (int32_t i = 0; i < numOfOutput; ++i) {
    pExprs[i].base = *pExprMsg[i];
    memset(pExprs[i].base.param, 0, sizeof(tVariant) * tListLen(pExprs[i].base.param));

    for (int32_t j = 0; j < pExprMsg[i]->numOfParams; ++j) {
      tVariantAssign(&pExprs[i].base.param[j], &pExprMsg[i]->param[j]);
    }

    int16_t type = 0;
    int16_t bytes = 0;

    // parse the arithmetic expression
    if (pExprs[i].base.functionId == TSDB_FUNC_ARITHM) {
      code = buildArithmeticExprFromMsg(&pExprs[i], pMsg);

      if (code != TSDB_CODE_SUCCESS) {
        tfree(pExprs);
        return code;
      }

      type  = TSDB_DATA_TYPE_DOUBLE;
      bytes = tDataTypes[type].bytes;
    } else if (pExprs[i].base.colInfo.colId == TSDB_TBNAME_COLUMN_INDEX && pExprs[i].base.functionId == TSDB_FUNC_TAGPRJ) {  // parse the normal column
      SSchema* s = tGetTbnameColumnSchema();
      type = s->type;
      bytes = s->bytes;
    } else if (pExprs[i].base.colInfo.colId == TSDB_BLOCK_DIST_COLUMN_INDEX) {
      SSchema s = tGetBlockDistColumnSchema(); 
      type = s.type;
      bytes = s.bytes;
    } else if (pExprs[i].base.colInfo.colId <= TSDB_UD_COLUMN_INDEX && pExprs[i].base.colInfo.colId > TSDB_RES_COL_ID) {
      // it is a user-defined constant value column
      assert(pExprs[i].base.functionId == TSDB_FUNC_PRJ);

      type = pExprs[i].base.param[1].nType;
      bytes = pExprs[i].base.param[1].nLen;
      if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
        bytes += VARSTR_HEADER_SIZE;
      }
    } else {
      int32_t j = getColumnIndexInSource(pTableInfo, &pExprs[i].base, pTagCols);
      if (TSDB_COL_IS_TAG(pExprs[i].base.colInfo.flag)) {
        if (j < TSDB_BLOCK_DIST_COLUMN_INDEX || j >= pTableInfo->numOfTags) {
          return TSDB_CODE_QRY_INVALID_MSG;
        }
      } else {
        if (j < PRIMARYKEY_TIMESTAMP_COL_INDEX || j >= pTableInfo->numOfCols) {
          return TSDB_CODE_QRY_INVALID_MSG;
        }
      }

      if (pExprs[i].base.colInfo.colId != TSDB_TBNAME_COLUMN_INDEX && j >= 0) {
        SColumnInfo* pCol = (TSDB_COL_IS_TAG(pExprs[i].base.colInfo.flag))? &pTagCols[j]:&pTableInfo->colList[j];
        type = pCol->type;
        bytes = pCol->bytes;
      } else {
        SSchema* s = tGetTbnameColumnSchema();

        type  = s->type;
        bytes = s->bytes;
      }

      if (pExprs[i].base.flist.numOfFilters > 0) {
        int32_t ret = cloneExprFilterInfo(&pExprs[i].base.flist.filterInfo, pExprMsg[i]->flist.filterInfo,
            pExprMsg[i]->flist.numOfFilters);
        if (ret) {
          return ret;
        }
      }
    }

    int32_t param = (int32_t)pExprs[i].base.param[0].i64;
    if (pExprs[i].base.functionId != TSDB_FUNC_ARITHM &&
       (type != pExprs[i].base.colType || bytes != pExprs[i].base.colBytes)) {
      tfree(pExprs);
      return TSDB_CODE_QRY_INVALID_MSG;
    }

    if (getResultDataInfo(type, bytes, pExprs[i].base.functionId, param, &pExprs[i].base.resType, &pExprs[i].base.resBytes,
                          &pExprs[i].base.interBytes, 0, isSuperTable) != TSDB_CODE_SUCCESS) {
      tfree(pExprs);
      return TSDB_CODE_QRY_INVALID_MSG;
    }

    if (pExprs[i].base.functionId == TSDB_FUNC_TAG_DUMMY || pExprs[i].base.functionId == TSDB_FUNC_TS_DUMMY) {
      tagLen += pExprs[i].base.resBytes;
    }

    assert(isValidDataType(pExprs[i].base.resType));
  }

  // the tag length is affected by other tag columns, so this should be update.
  updateOutputBufForTopBotQuery(pTableInfo, pTagCols, pExprs, numOfOutput, tagLen, isSuperTable);

  *pExprInfo = pExprs;
  return TSDB_CODE_SUCCESS;
}

// todo refactor
int32_t createIndirectQueryFuncExprFromMsg(SQueryTableMsg* pQueryMsg, int32_t numOfOutput, SExprInfo** pExprInfo,
                                           SSqlExpr** pExpr, SExprInfo* prevExpr) {
  *pExprInfo = NULL;
  int32_t code = TSDB_CODE_SUCCESS;

  SExprInfo *pExprs = (SExprInfo *)calloc(numOfOutput, sizeof(SExprInfo));
  if (pExprs == NULL) {
    return TSDB_CODE_QRY_OUT_OF_MEMORY;
  }

  bool isSuperTable = QUERY_IS_STABLE_QUERY(pQueryMsg->queryType);

  for (int32_t i = 0; i < numOfOutput; ++i) {
    pExprs[i].base = *pExpr[i];
    memset(pExprs[i].base.param, 0, sizeof(tVariant) * tListLen(pExprs[i].base.param));

    for (int32_t j = 0; j < pExpr[i]->numOfParams; ++j) {
      tVariantAssign(&pExprs[i].base.param[j], &pExpr[i]->param[j]);
    }

    pExprs[i].base.resType = 0;

    int16_t type = 0;
    int16_t bytes = 0;

    // parse the arithmetic expression
    if (pExprs[i].base.functionId == TSDB_FUNC_ARITHM) {
      code = buildArithmeticExprFromMsg(&pExprs[i], pQueryMsg);

      if (code != TSDB_CODE_SUCCESS) {
        tfree(pExprs);
        return code;
      }

      type  = TSDB_DATA_TYPE_DOUBLE;
      bytes = tDataTypes[type].bytes;
    } else {
      int32_t index = pExprs[i].base.colInfo.colIndex;
      assert(prevExpr[index].base.resColId == pExprs[i].base.colInfo.colId);

      type  = prevExpr[index].base.resType;
      bytes = prevExpr[index].base.resBytes;
    }

    int32_t param = (int32_t)pExprs[i].base.param[0].i64;
    if (getResultDataInfo(type, bytes, pExprs[i].base.functionId, param, &pExprs[i].base.resType, &pExprs[i].base.resBytes,
                          &pExprs[i].base.interBytes, 0, isSuperTable) != TSDB_CODE_SUCCESS) {
      tfree(pExprs);
      return TSDB_CODE_QRY_INVALID_MSG;
    }

    assert(isValidDataType(pExprs[i].base.resType));
  }

  *pExprInfo = pExprs;
  return TSDB_CODE_SUCCESS;
}

SSqlGroupbyExpr *createGroupbyExprFromMsg(SQueryTableMsg *pQueryMsg, SColIndex *pColIndex, int32_t *code) {
  if (pQueryMsg->numOfGroupCols == 0) {
    return NULL;
  }

  // using group by tag columns
  SSqlGroupbyExpr *pGroupbyExpr = (SSqlGroupbyExpr *)calloc(1, sizeof(SSqlGroupbyExpr));
  if (pGroupbyExpr == NULL) {
    *code = TSDB_CODE_QRY_OUT_OF_MEMORY;
    return NULL;
  }

  pGroupbyExpr->numOfGroupCols = pQueryMsg->numOfGroupCols;
  pGroupbyExpr->orderType = pQueryMsg->orderType;
  pGroupbyExpr->orderIndex = pQueryMsg->orderByIdx;

  pGroupbyExpr->columnInfo = taosArrayInit(pQueryMsg->numOfGroupCols, sizeof(SColIndex));
  for(int32_t i = 0; i < pQueryMsg->numOfGroupCols; ++i) {
    taosArrayPush(pGroupbyExpr->columnInfo, &pColIndex[i]);
  }

  return pGroupbyExpr;
}

static int32_t doCreateFilterInfo(SColumnInfo* pCols, int32_t numOfCols, int32_t numOfFilterCols,
                                  SSingleColumnFilterInfo** pFilterInfo, uint64_t qId) {
  *pFilterInfo = calloc(1, sizeof(SSingleColumnFilterInfo) * numOfFilterCols);
  if (pFilterInfo == NULL) {
    return TSDB_CODE_QRY_OUT_OF_MEMORY;
  }

  for (int32_t i = 0, j = 0; i < numOfCols; ++i) {
    if (pCols[i].flist.numOfFilters > 0) {
      SSingleColumnFilterInfo* pFilter = &((*pFilterInfo)[j]);

      memcpy(&pFilter->info, &pCols[i], sizeof(SColumnInfo));
      pFilter->info = pCols[i];

      pFilter->numOfFilters = pCols[i].flist.numOfFilters;
      pFilter->pFilters = calloc(pFilter->numOfFilters, sizeof(SColumnFilterElem));
      if (pFilter->pFilters == NULL) {
        return TSDB_CODE_QRY_OUT_OF_MEMORY;
      }

      for (int32_t f = 0; f < pFilter->numOfFilters; ++f) {
        SColumnFilterElem* pSingleColFilter = &pFilter->pFilters[f];
        pSingleColFilter->filterInfo = pCols[i].flist.filterInfo[f];

        int32_t lower = pSingleColFilter->filterInfo.lowerRelOptr;
        int32_t upper = pSingleColFilter->filterInfo.upperRelOptr;
        if (lower == TSDB_RELATION_INVALID && upper == TSDB_RELATION_INVALID) {
          qError("QInfo:0x%"PRIx64" invalid filter info", qId);
          return TSDB_CODE_QRY_INVALID_MSG;
        }

        pSingleColFilter->fp = getFilterOperator(lower, upper);
        if (pSingleColFilter->fp == NULL) {
          qError("QInfo:0x%"PRIx64" invalid filter info", qId);
          return TSDB_CODE_QRY_INVALID_MSG;
        }

        pSingleColFilter->bytes = pCols[i].bytes;
      }

      j++;
    }
  }

  return TSDB_CODE_SUCCESS;
}

void* doDestroyFilterInfo(SSingleColumnFilterInfo* pFilterInfo, int32_t numOfFilterCols) {
  for (int32_t i = 0; i < numOfFilterCols; ++i) {
    if (pFilterInfo[i].numOfFilters > 0) {
      tfree(pFilterInfo[i].pFilters);
    }
  }

  tfree(pFilterInfo);
  return NULL;
}

static int32_t createFilterInfo(SQueryAttr* pQueryAttr, uint64_t qId) {
  for (int32_t i = 0; i < pQueryAttr->numOfCols; ++i) {
    if (pQueryAttr->tableCols[i].flist.numOfFilters > 0) {
      pQueryAttr->numOfFilterCols++;
    }
  }

  if (pQueryAttr->numOfFilterCols == 0) {
    return TSDB_CODE_SUCCESS;
  }

  doCreateFilterInfo(pQueryAttr->tableCols, pQueryAttr->numOfCols, pQueryAttr->numOfFilterCols,
                     &pQueryAttr->pFilterInfo, qId);

  return TSDB_CODE_SUCCESS;
}

static void doUpdateExprColumnIndex(SQueryAttr *pQueryAttr) {
  assert(pQueryAttr->pExpr1 != NULL && pQueryAttr != NULL);

  for (int32_t k = 0; k < pQueryAttr->numOfOutput; ++k) {
    SSqlExpr *pSqlExprMsg = &pQueryAttr->pExpr1[k].base;
    if (pSqlExprMsg->functionId == TSDB_FUNC_ARITHM) {
      continue;
    }

    // todo opt performance
    SColIndex *pColIndex = &pSqlExprMsg->colInfo;
    if (TSDB_COL_IS_NORMAL_COL(pColIndex->flag)) {
      int32_t f = 0;
      for (f = 0; f < pQueryAttr->numOfCols; ++f) {
        if (pColIndex->colId == pQueryAttr->tableCols[f].colId) {
          pColIndex->colIndex = f;
          break;
        }
      }

      assert(f < pQueryAttr->numOfCols);
    } else if (pColIndex->colId <= TSDB_UD_COLUMN_INDEX) {
      // do nothing for user-defined constant value result columns
    } else if (pColIndex->colId == TSDB_BLOCK_DIST_COLUMN_INDEX) {
      pColIndex->colIndex = 0;// only one source column, so it must be 0;
      assert(pQueryAttr->numOfOutput == 1);
    } else {
      int32_t f = 0;
      for (f = 0; f < pQueryAttr->numOfTags; ++f) {
        if (pColIndex->colId == pQueryAttr->tagColList[f].colId) {
          pColIndex->colIndex = f;
          break;
        }
      }

      assert(f < pQueryAttr->numOfTags || pColIndex->colId == TSDB_TBNAME_COLUMN_INDEX || pColIndex->colId == TSDB_BLOCK_DIST_COLUMN_INDEX);
    }
  }
}

void setResultBufSize(SQueryAttr* pQueryAttr, SRspResultInfo* pResultInfo) {
  const int32_t DEFAULT_RESULT_MSG_SIZE = 1024 * (1024 + 512);

  // the minimum number of rows for projection query
  const int32_t MIN_ROWS_FOR_PRJ_QUERY = 8192;
  const int32_t DEFAULT_MIN_ROWS = 4096;

  const float THRESHOLD_RATIO = 0.85f;

  if (isProjQuery(pQueryAttr)) {
    int32_t numOfRes = DEFAULT_RESULT_MSG_SIZE / pQueryAttr->resultRowSize;
    if (numOfRes < MIN_ROWS_FOR_PRJ_QUERY) {
      numOfRes = MIN_ROWS_FOR_PRJ_QUERY;
    }

    pResultInfo->capacity  = numOfRes;
  } else {  // in case of non-prj query, a smaller output buffer will be used.
    pResultInfo->capacity = DEFAULT_MIN_ROWS;
  }

  pResultInfo->threshold = (int32_t)(pResultInfo->capacity * THRESHOLD_RATIO);
  pResultInfo->total = 0;
}

FORCE_INLINE bool checkQIdEqual(void *qHandle, uint64_t qId) {
  return ((SQInfo *)qHandle)->qId == qId;
}

SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SSqlGroupbyExpr* pGroupbyExpr, SExprInfo* pExprs,
                        SExprInfo* pSecExprs, STableGroupInfo* pTableGroupInfo, SColumnInfo* pTagCols, int32_t vgId,
                        char* sql, uint64_t *qId) {
  int16_t numOfCols = pQueryMsg->numOfCols;
  int16_t numOfOutput = pQueryMsg->numOfOutput;

  SQInfo *pQInfo = (SQInfo *)calloc(1, sizeof(SQInfo));
  if (pQInfo == NULL) {
    goto _cleanup_qinfo;
  }

  pQInfo->qId = *qId;

  // to make sure third party won't overwrite this structure
  pQInfo->signature = pQInfo;
  SQueryAttr* pQueryAttr = &pQInfo->query;
  pQInfo->runtimeEnv.pQueryAttr = pQueryAttr;

  pQueryAttr->tableGroupInfo  = *pTableGroupInfo;
  pQueryAttr->numOfCols       = numOfCols;
  pQueryAttr->numOfOutput     = numOfOutput;
  pQueryAttr->limit.limit     = pQueryMsg->limit;
  pQueryAttr->limit.offset    = pQueryMsg->offset;
  pQueryAttr->order.order     = pQueryMsg->order;
  pQueryAttr->order.orderColId = pQueryMsg->orderColId;
  pQueryAttr->pExpr1          = pExprs;
  pQueryAttr->pExpr2          = pSecExprs;
  pQueryAttr->numOfExpr2      = pQueryMsg->secondStageOutput;
  pQueryAttr->pGroupbyExpr    = pGroupbyExpr;
  memcpy(&pQueryAttr->interval, &pQueryMsg->interval, sizeof(pQueryAttr->interval));
  pQueryAttr->fillType        = pQueryMsg->fillType;
  pQueryAttr->numOfTags       = pQueryMsg->numOfTags;
  pQueryAttr->tagColList      = pTagCols;
  pQueryAttr->prjInfo.vgroupLimit = pQueryMsg->vgroupLimit;
  pQueryAttr->prjInfo.ts      = (pQueryMsg->order == TSDB_ORDER_ASC)? INT64_MIN:INT64_MAX;
  pQueryAttr->sw              = pQueryMsg->sw;

  pQueryAttr->stableQuery     = pQueryMsg->stableQuery;
  pQueryAttr->topBotQuery     = pQueryMsg->topBotQuery;
  pQueryAttr->groupbyColumn   = pQueryMsg->groupbyColumn;
  pQueryAttr->hasTagResults   = pQueryMsg->hasTagResults;
  pQueryAttr->timeWindowInterpo = pQueryMsg->timeWindowInterpo;
  pQueryAttr->queryBlockDist  = pQueryMsg->queryBlockDist;
  pQueryAttr->stabledev       = pQueryMsg->stabledev;
  pQueryAttr->tsCompQuery     = pQueryMsg->tsCompQuery;
  pQueryAttr->simpleAgg       = pQueryMsg->simpleAgg;
  pQueryAttr->pointInterpQuery = pQueryMsg->pointInterpQuery;
  pQueryAttr->needReverseScan  = pQueryMsg->needReverseScan;
  pQueryAttr->vgId            = vgId;

  pQueryAttr->tableCols = calloc(numOfCols, sizeof(SSingleColumnFilterInfo));
  if (pQueryAttr->tableCols == NULL) {
    goto _cleanup;
  }

  pQueryAttr->srcRowSize = 0;
  pQueryAttr->maxTableColumnWidth = 0;
  for (int16_t i = 0; i < numOfCols; ++i) {
    pQueryAttr->tableCols[i] = pQueryMsg->tableCols[i];
    pQueryAttr->tableCols[i].flist.filterInfo = tFilterInfoDup(pQueryMsg->tableCols[i].flist.filterInfo, pQueryAttr->tableCols[i].flist.numOfFilters);

    pQueryAttr->srcRowSize += pQueryAttr->tableCols[i].bytes;
    if (pQueryAttr->maxTableColumnWidth < pQueryAttr->tableCols[i].bytes) {
      pQueryAttr->maxTableColumnWidth = pQueryAttr->tableCols[i].bytes;
    }
  }

  // calculate the result row size
  for (int16_t col = 0; col < numOfOutput; ++col) {
    assert(pExprs[col].base.resBytes > 0);
    pQueryAttr->resultRowSize += pExprs[col].base.resBytes;

    // keep the tag length
    if (TSDB_COL_IS_TAG(pExprs[col].base.colInfo.flag)) {
      pQueryAttr->tagLen += pExprs[col].base.resBytes;
    }

    if (pExprs[col].base.flist.filterInfo) {
      ++pQueryAttr->havingNum;
    }
  }

  doUpdateExprColumnIndex(pQueryAttr);
  int32_t ret = createFilterInfo(pQueryAttr, pQInfo->qId);
  if (ret != TSDB_CODE_SUCCESS) {
    goto _cleanup;
  }

  if (pQueryAttr->fillType != TSDB_FILL_NONE) {
    pQueryAttr->fillVal = malloc(sizeof(int64_t) * pQueryAttr->numOfOutput);
    if (pQueryAttr->fillVal == NULL) {
      goto _cleanup;
    }

    // the first column is the timestamp
    memcpy(pQueryAttr->fillVal, (char *)pQueryMsg->fillVal, pQueryAttr->numOfOutput * sizeof(int64_t));
  }

  size_t numOfGroups = 0;
  if (pTableGroupInfo->pGroupList != NULL) {
    numOfGroups = taosArrayGetSize(pTableGroupInfo->pGroupList);
    STableGroupInfo* pTableqinfo = &pQInfo->runtimeEnv.tableqinfoGroupInfo;

    pTableqinfo->pGroupList = taosArrayInit(numOfGroups, POINTER_BYTES);
    pTableqinfo->numOfTables = pTableGroupInfo->numOfTables;
    pTableqinfo->map = taosHashInit(pTableGroupInfo->numOfTables, taosGetDefaultHashFunction(TSDB_DATA_TYPE_INT), true, HASH_NO_LOCK);
  }

  pQInfo->pBuf = calloc(pTableGroupInfo->numOfTables, sizeof(STableQueryInfo));
  if (pQInfo->pBuf == NULL) {
    goto _cleanup;
  }

  pQInfo->dataReady = QUERY_RESULT_NOT_READY;
  pQInfo->rspContext = NULL;
  pQInfo->sql = sql;
  pthread_mutex_init(&pQInfo->lock, NULL);
  tsem_init(&pQInfo->ready, 0, 0);

  pQueryAttr->window = pQueryMsg->window;
  changeExecuteScanOrder(pQInfo, pQueryMsg, pQueryAttr->stableQuery);

  SQueryRuntimeEnv* pRuntimeEnv = &pQInfo->runtimeEnv;
  STimeWindow window = pQueryAttr->window;

  int32_t index = 0;
  for(int32_t i = 0; i < numOfGroups; ++i) {
    SArray* pa = taosArrayGetP(pQueryAttr->tableGroupInfo.pGroupList, i);

    size_t s = taosArrayGetSize(pa);
    SArray* p1 = taosArrayInit(s, POINTER_BYTES);
    if (p1 == NULL) {
      goto _cleanup;
    }

    taosArrayPush(pRuntimeEnv->tableqinfoGroupInfo.pGroupList, &p1);

    for(int32_t j = 0; j < s; ++j) {
      STableKeyInfo* info = taosArrayGet(pa, j);
      window.skey = info->lastKey;

      void* buf = (char*) pQInfo->pBuf + index * sizeof(STableQueryInfo);
      STableQueryInfo* item = createTableQueryInfo(pQueryAttr, info->pTable, pQueryAttr->groupbyColumn, window, buf);
      if (item == NULL) {
        goto _cleanup;
      }

      item->groupIndex = i;
      taosArrayPush(p1, &item);

      STableId* id = TSDB_TABLEID(info->pTable);
      taosHashPut(pRuntimeEnv->tableqinfoGroupInfo.map, &id->tid, sizeof(id->tid), &item, POINTER_BYTES);
      index += 1;
    }
  }

  colIdCheck(pQueryAttr, pQInfo->qId);

  // todo refactor
  pQInfo->query.queryBlockDist = (numOfOutput == 1 && pExprs[0].base.colInfo.colId == TSDB_BLOCK_DIST_COLUMN_INDEX);

  qDebug("qmsg:%p QInfo:0x%" PRIx64 "-%p created", pQueryMsg, pQInfo->qId, pQInfo);
  return pQInfo;

_cleanup_qinfo:
  tsdbDestroyTableGroup(pTableGroupInfo);

  if (pGroupbyExpr != NULL) {
    taosArrayDestroy(pGroupbyExpr->columnInfo);
    free(pGroupbyExpr);
  }

  tfree(pTagCols);
  for (int32_t i = 0; i < numOfOutput; ++i) {
    SExprInfo* pExprInfo = &pExprs[i];
    if (pExprInfo->pExpr != NULL) {
      tExprTreeDestroy(pExprInfo->pExpr, NULL);
      pExprInfo->pExpr = NULL;
    }

    if (pExprInfo->base.flist.filterInfo) {
      freeColumnFilterInfo(pExprInfo->base.flist.filterInfo, pExprInfo->base.flist.numOfFilters);
    }
  }

  tfree(pExprs);

_cleanup:
  freeQInfo(pQInfo);
  return NULL;
}

bool isValidQInfo(void *param) {
  SQInfo *pQInfo = (SQInfo *)param;
  if (pQInfo == NULL) {
    return false;
  }

  /*
   * pQInfo->signature may be changed by another thread, so we assign value of signature
   * into local variable, then compare by using local variable
   */
  uint64_t sig = (uint64_t)pQInfo->signature;
  return (sig == (uint64_t)pQInfo);
}

int32_t initQInfo(STsBufInfo* pTsBufInfo, void* tsdb, void* sourceOptr, SQInfo* pQInfo, SQueryParam* param, char* start,
                  int32_t prevResultLen, void* merger) {
  int32_t code = TSDB_CODE_SUCCESS;

  SQueryRuntimeEnv* pRuntimeEnv = &pQInfo->runtimeEnv;
  pRuntimeEnv->qinfo = pQInfo;

  SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;

  STSBuf *pTsBuf = NULL;
  if (pTsBufInfo->tsLen > 0) { // open new file to save the result
    char *tsBlock = start + pTsBufInfo->tsOffset;
    pTsBuf = tsBufCreateFromCompBlocks(tsBlock, pTsBufInfo->tsNumOfBlocks, pTsBufInfo->tsLen, pTsBufInfo->tsOrder,
        pQueryAttr->vgId);

    tsBufResetPos(pTsBuf);
    bool ret = tsBufNextPos(pTsBuf);
    UNUSED(ret);
  }

  SArray* prevResult = NULL;
  if (prevResultLen > 0) {
    prevResult = interResFromBinary(param->prevResult, prevResultLen);
  }

  if (tsdb != NULL) {
    pQueryAttr->precision = tsdbGetCfg(tsdb)->precision;
  }

  if ((QUERY_IS_ASC_QUERY(pQueryAttr) && (pQueryAttr->window.skey > pQueryAttr->window.ekey)) ||
      (!QUERY_IS_ASC_QUERY(pQueryAttr) && (pQueryAttr->window.ekey > pQueryAttr->window.skey))) {
    qDebug("QInfo:0x%"PRIx64" no result in time range %" PRId64 "-%" PRId64 ", order %d", pQInfo->qId, pQueryAttr->window.skey,
           pQueryAttr->window.ekey, pQueryAttr->order.order);
    setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
    pRuntimeEnv->tableqinfoGroupInfo.numOfTables = 0;
    // todo free memory
    return TSDB_CODE_SUCCESS;
  }

  if (pRuntimeEnv->tableqinfoGroupInfo.numOfTables == 0) {
    qDebug("QInfo:0x%"PRIx64" no table qualified for tag filter, abort query", pQInfo->qId);
    setQueryStatus(pRuntimeEnv, QUERY_COMPLETED);
    return TSDB_CODE_SUCCESS;
  }

  // filter the qualified
  if ((code = doInitQInfo(pQInfo, pTsBuf, prevResult, tsdb, sourceOptr, param->tableScanOperator, param->pOperator, merger)) != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  return code;

_error:
  // table query ref will be decrease during error handling
  freeQInfo(pQInfo);
  return code;
}

//TODO refactor
void freeColumnFilterInfo(SColumnFilterInfo* pFilter, int32_t numOfFilters) {
    if (pFilter == NULL || numOfFilters == 0) {
      return;
    }

    for (int32_t i = 0; i < numOfFilters; i++) {
      if (pFilter[i].filterstr && pFilter[i].pz) {
        free((void*)(pFilter[i].pz));
      }
    }

    free(pFilter);
}

static void doDestroyTableQueryInfo(STableGroupInfo* pTableqinfoGroupInfo) {
  if (pTableqinfoGroupInfo->pGroupList != NULL) {
    int32_t numOfGroups = (int32_t) taosArrayGetSize(pTableqinfoGroupInfo->pGroupList);
    for (int32_t i = 0; i < numOfGroups; ++i) {
      SArray *p = taosArrayGetP(pTableqinfoGroupInfo->pGroupList, i);

      size_t num = taosArrayGetSize(p);
      for(int32_t j = 0; j < num; ++j) {
        STableQueryInfo* item = taosArrayGetP(p, j);
        destroyTableQueryInfoImpl(item);
      }

      taosArrayDestroy(p);
    }
  }

  taosArrayDestroy(pTableqinfoGroupInfo->pGroupList);
  taosHashCleanup(pTableqinfoGroupInfo->map);

  pTableqinfoGroupInfo->pGroupList = NULL;
  pTableqinfoGroupInfo->map = NULL;
  pTableqinfoGroupInfo->numOfTables = 0;
}

static void* destroyQueryFuncExpr(SExprInfo* pExprInfo, int32_t numOfExpr) {
  if (pExprInfo == NULL) {
    assert(numOfExpr == 0);
    return NULL;
  }

  for (int32_t i = 0; i < numOfExpr; ++i) {
    if (pExprInfo[i].pExpr != NULL) {
      tExprTreeDestroy(pExprInfo[i].pExpr, NULL);
    }

    if (pExprInfo[i].base.flist.filterInfo) {
      freeColumnFilterInfo(pExprInfo[i].base.flist.filterInfo, pExprInfo[i].base.flist.numOfFilters);
    }

    for(int32_t j = 0; j < pExprInfo[i].base.numOfParams; ++j) {
      tVariantDestroy(&pExprInfo[i].base.param[j]);
    }
  }

  tfree(pExprInfo);
  return NULL;
}

void freeQInfo(SQInfo *pQInfo) {
  if (!isValidQInfo(pQInfo)) {
    return;
  }

  qDebug("QInfo:0x%"PRIx64" start to free QInfo", pQInfo->qId);

  SQueryRuntimeEnv* pRuntimeEnv = &pQInfo->runtimeEnv;
  releaseQueryBuf(pRuntimeEnv->tableqinfoGroupInfo.numOfTables);

  doDestroyTableQueryInfo(&pRuntimeEnv->tableqinfoGroupInfo);
  teardownQueryRuntimeEnv(&pQInfo->runtimeEnv);

  SQueryAttr *pQueryAttr = pQInfo->runtimeEnv.pQueryAttr;
  freeQueryAttr(pQueryAttr);

  tsdbDestroyTableGroup(&pQueryAttr->tableGroupInfo);

  tfree(pQInfo->pBuf);
  tfree(pQInfo->sql);

  taosArrayDestroy(pRuntimeEnv->groupResInfo.pRows);
  pQInfo->signature = 0;

  qDebug("QInfo:0x%"PRIx64" QInfo is freed", pQInfo->qId);

  tfree(pQInfo);
}

int32_t doDumpQueryResult(SQInfo *pQInfo, char *data) {
  // the remained number of retrieved rows, not the interpolated result
  SQueryRuntimeEnv* pRuntimeEnv = &pQInfo->runtimeEnv;
  SQueryAttr *pQueryAttr = pQInfo->runtimeEnv.pQueryAttr;

  // load data from file to msg buffer
  if (pQueryAttr->tsCompQuery) {
    SColumnInfoData* pColInfoData = taosArrayGet(pRuntimeEnv->outputBuf->pDataBlock, 0);
    FILE *f = *(FILE **)pColInfoData->pData;  // TODO refactor

    // make sure file exist
    if (f) {
      off_t s = lseek(fileno(f), 0, SEEK_END);
      assert(s == pRuntimeEnv->outputBuf->info.rows);

      qDebug("QInfo:0x%"PRIx64" ts comp data return, file:%p, size:%"PRId64, pQInfo->qId, f, (uint64_t)s);
      if (fseek(f, 0, SEEK_SET) >= 0) {
        size_t sz = fread(data, 1, s, f);
        if(sz < s) {  // todo handle error
          qError("fread(f:%p,%d) failed, rsize:%" PRId64 ", expect size:%" PRId64, f, fileno(f), (uint64_t)sz, (uint64_t)s);
          assert(0);
        }
      } else {
        UNUSED(s);
        qError("fseek(f:%p,%d) failed, error:%s", f, fileno(f), strerror(errno));
        assert(0);
      }

      // dump error info
      if (s <= (sizeof(STSBufFileHeader) + sizeof(STSGroupBlockInfo) + 6 * sizeof(int32_t))) {
        qDump(data, s);
        assert(0);
      }

      fclose(f);
      *(FILE **)pColInfoData->pData = NULL;
    }

    // all data returned, set query over
    if (Q_STATUS_EQUAL(pRuntimeEnv->status, QUERY_COMPLETED)) {
      setQueryStatus(pRuntimeEnv, QUERY_OVER);
    }
  } else {
    doCopyQueryResultToMsg(pQInfo, (int32_t)pRuntimeEnv->outputBuf->info.rows, data);
  }

  pRuntimeEnv->resultInfo.total += pRuntimeEnv->outputBuf->info.rows;
  qDebug("QInfo:0x%"PRIx64" current numOfRes rows:%d, total:%" PRId64, pQInfo->qId,
         pRuntimeEnv->outputBuf->info.rows, pRuntimeEnv->resultInfo.total);

  if (pQueryAttr->limit.limit > 0 && pQueryAttr->limit.limit == pRuntimeEnv->resultInfo.total) {
    qDebug("QInfo:0x%"PRIx64" results limitation reached, limitation:%"PRId64, pQInfo->qId, pQueryAttr->limit.limit);
    setQueryStatus(pRuntimeEnv, QUERY_OVER);
  }

  return TSDB_CODE_SUCCESS;
}

bool doBuildResCheck(SQInfo* pQInfo) {
  bool buildRes = false;

  pthread_mutex_lock(&pQInfo->lock);

  pQInfo->dataReady = QUERY_RESULT_READY;
  buildRes = needBuildResAfterQueryComplete(pQInfo);

  // clear qhandle owner, it must be in the secure area. other thread may run ahead before current, after it is
  // put into task to be executed.
  assert(pQInfo->owner == taosGetSelfPthreadId());
  pQInfo->owner = 0;

  pthread_mutex_unlock(&pQInfo->lock);

  // used in retrieve blocking model.
  tsem_post(&pQInfo->ready);
  return buildRes;
}

static void doSetTagValueToResultBuf(char* output, const char* val, int16_t type, int16_t bytes) {
  if (val == NULL) {
    setNull(output, type, bytes);
    return;
  }

  if (IS_VAR_DATA_TYPE(type)) {
    // Binary data overflows for sort of unknown reasons. Let trim the overflow data
    if (varDataTLen(val) > bytes) {
      int32_t len = bytes - VARSTR_HEADER_SIZE;   // remain available space
      memcpy(varDataVal(output), varDataVal(val), len);
      varDataSetLen(output, len);
    } else {
      varDataCopy(output, val);
    }
  } else {
    memcpy(output, val, bytes);
  }
}

static int64_t getQuerySupportBufSize(size_t numOfTables) {
  size_t s1 = sizeof(STableQueryInfo);
  size_t s2 = sizeof(SHashNode);

//  size_t s3 = sizeof(STableCheckInfo);  buffer consumption in tsdb
  return (int64_t)((s1 + s2) * 1.5 * numOfTables);
}

int32_t checkForQueryBuf(size_t numOfTables) {
  int64_t t = getQuerySupportBufSize(numOfTables);
  if (tsQueryBufferSizeBytes < 0) {
    return TSDB_CODE_SUCCESS;
  } else if (tsQueryBufferSizeBytes > 0) {

    while(1) {
      int64_t s = tsQueryBufferSizeBytes;
      int64_t remain = s - t;
      if (remain >= 0) {
        if (atomic_val_compare_exchange_64(&tsQueryBufferSizeBytes, s, remain) == s) {
          return TSDB_CODE_SUCCESS;
        }
      } else {
        return TSDB_CODE_QRY_NOT_ENOUGH_BUFFER;
      }
    }
  }

  // disable query processing if the value of tsQueryBufferSize is zero.
  return TSDB_CODE_QRY_NOT_ENOUGH_BUFFER;
}

void releaseQueryBuf(size_t numOfTables) {
  if (tsQueryBufferSizeBytes < 0) {
    return;
  }

  int64_t t = getQuerySupportBufSize(numOfTables);

  // restore value is not enough buffer available
  atomic_add_fetch_64(&tsQueryBufferSizeBytes, t);
}

void freeQueryAttr(SQueryAttr* pQueryAttr) {
  if (pQueryAttr != NULL) {
    if (pQueryAttr->fillVal != NULL) {
      tfree(pQueryAttr->fillVal);
    }

    pQueryAttr->pFilterInfo = doDestroyFilterInfo(pQueryAttr->pFilterInfo, pQueryAttr->numOfFilterCols);

    pQueryAttr->pExpr1 = destroyQueryFuncExpr(pQueryAttr->pExpr1, pQueryAttr->numOfOutput);
    pQueryAttr->pExpr2 = destroyQueryFuncExpr(pQueryAttr->pExpr2, pQueryAttr->numOfExpr2);
    pQueryAttr->pExpr3 = destroyQueryFuncExpr(pQueryAttr->pExpr3, pQueryAttr->numOfExpr3);

    tfree(pQueryAttr->tagColList);
    tfree(pQueryAttr->pFilterInfo);

    if (pQueryAttr->tableCols != NULL) {
      for (int32_t i = 0; i < pQueryAttr->numOfCols; i++) {
        SColumnInfo* column = pQueryAttr->tableCols + i;
        freeColumnFilterInfo(column->flist.filterInfo, column->flist.numOfFilters);
      }
      tfree(pQueryAttr->tableCols);
    }

    if (pQueryAttr->pGroupbyExpr != NULL) {
      taosArrayDestroy(pQueryAttr->pGroupbyExpr->columnInfo);
      tfree(pQueryAttr->pGroupbyExpr);
    }
  }
}