timewindowoperator.c

#include "executorimpl.h"
#include "functionMgt.h"
#include "tdatablock.h"
#include "ttime.h"

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

/*
 * 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.
 */
static void setIntervalQueryRange(STableQueryInfo* pTableQueryInfo, TSKEY key, STimeWindow* pQRange) {
  //  SResultRowInfo*  pResultRowInfo = &pTableQueryInfo->resInfo;
  //  if (pResultRowInfo->curPos != -1) {
  //    return;
  //  }

  //  pTableQueryInfo->win.skey = key;
  //  STimeWindow win = {.skey = key, .ekey = pQRange->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 = TMIN(win.skey, win.ekey);
  //  TSKEY ek = TMAX(win.skey, win.ekey);
  //  getAlignQueryTimeWindow(pQueryAttr, win.skey, sk, ek, &w);

  //  if (pResultRowInfo->prevSKey == TSKEY_INITIAL_VAL) {
  //    if (!QUERY_IS_ASC_QUERY(pQueryAttr)) {
  //      assert(win.ekey == pQueryAttr->window.ekey);
  //    }
  //
  //    pResultRowInfo->prevSKey = w.skey;
  //  }

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

static TSKEY getStartTsKey(STimeWindow* win, const TSKEY* tsCols, int32_t rows, bool ascQuery) {
  TSKEY ts = TSKEY_INITIAL_VAL;
  if (tsCols == NULL) {
    ts = ascQuery ? win->skey : win->ekey;
  } else {
//    int32_t offset = ascQuery ? 0 : rows - 1;
    ts = tsCols[0];
  }

  return ts;
}

static void getInitialStartTimeWindow(SInterval* pInterval, int32_t precision, TSKEY ts, STimeWindow* w,
                                      bool ascQuery) {
  if (ascQuery) {
    getAlignQueryTimeWindow(pInterval, precision, ts, w);
  } else {
    // the start position of the first time window in the endpoint that spreads beyond the queried last timestamp
    getAlignQueryTimeWindow(pInterval, precision, ts, w);

    int64_t key = w->skey;
    while (key < ts) {  // moving towards end
      key = taosTimeAdd(key, pInterval->sliding, pInterval->slidingUnit, precision);
      if (key >= ts) {
        break;
      }

      w->skey = key;
    }
  }
}

// get the correct time window according to the handled timestamp
STimeWindow getActiveTimeWindow(SDiskbasedBuf* pBuf, SResultRowInfo* pResultRowInfo, int64_t ts,
                                       SInterval* pInterval, int32_t precision, STimeWindow* win) {
  STimeWindow w = {0};

  if (pResultRowInfo->cur.pageId == -1) {  // the first window, from the previous stored value
    getInitialStartTimeWindow(pInterval, precision, ts, &w, true);
    w.ekey = taosTimeAdd(w.skey, pInterval->interval, pInterval->intervalUnit, precision) - 1;
  } else {
    w = getResultRowByPos(pBuf, &pResultRowInfo->cur)->win;
  }

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

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

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

      w.skey = st;
      w.ekey = taosTimeAdd(w.skey, pInterval->interval, pInterval->intervalUnit, precision) - 1;
    }
  }
  return w;
}

static int32_t setTimeWindowOutputBuf(SResultRowInfo* pResultRowInfo, STimeWindow* win, bool masterscan,
                                      SResultRow** pResult, int64_t tableGroupId, SqlFunctionCtx* pCtx,
                                      int32_t numOfOutput, int32_t* rowCellInfoOffset, SAggSupporter* pAggSup,
                                      SExecTaskInfo* pTaskInfo) {
  assert(win->skey <= win->ekey);
  SResultRow* pResultRow = doSetResultOutBufByKey(pAggSup->pResultBuf, pResultRowInfo, (char*)&win->skey, TSDB_KEYSIZE,
                                                  masterscan, tableGroupId, pTaskInfo, true, pAggSup);

  if (pResultRow == NULL) {
    *pResult = NULL;
    return TSDB_CODE_SUCCESS;
  }

  // set time window for current result
  pResultRow->win = (*win);
  *pResult = pResultRow;
  setResultRowInitCtx(pResultRow, pCtx, numOfOutput, rowCellInfoOffset);
  return TSDB_CODE_SUCCESS;
}

static void updateTimeWindowInfo(SColumnInfoData* pColData, STimeWindow* pWin, bool includeEndpoint) {
  int64_t* ts = (int64_t*)pColData->pData;
  int32_t  delta = includeEndpoint ? 1 : 0;

  int64_t duration = pWin->ekey - pWin->skey + delta;
  ts[2] = duration;            // set the duration
  ts[3] = pWin->skey;          // window start key
  ts[4] = pWin->ekey + delta;  // window end key
}

static void doKeepTuple(SWindowRowsSup* pRowSup, int64_t ts) {
  pRowSup->win.ekey = ts;
  pRowSup->prevTs = ts;
  pRowSup->numOfRows += 1;
}

static void doKeepNewWindowStartInfo(SWindowRowsSup* pRowSup, const int64_t* tsList, int32_t rowIndex) {
  pRowSup->startRowIndex = rowIndex;
  pRowSup->numOfRows = 0;
  pRowSup->win.skey = tsList[rowIndex];
}

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], numOfRows - pos, ekey, order);
    if (end >= 0) {
      forwardStep = end;

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

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[firstPos]) return firstPos;
      if (key == keyList[lastPos]) return lastPos;

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

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

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

int32_t getNumOfRowsInTimeWindow(SDataBlockInfo* pDataBlockInfo, TSKEY* pPrimaryColumn, int32_t startPos,
                                        TSKEY ekey, __block_search_fn_t searchFn, STableQueryInfo* item,
                                        int32_t order) {
  assert(startPos >= 0 && startPos < pDataBlockInfo->rows);

  int32_t num = -1;
  int32_t step = GET_FORWARD_DIRECTION_FACTOR(order);

  if (order == TSDB_ORDER_ASC) {
    if (ekey < pDataBlockInfo->window.ekey && pPrimaryColumn) {
      num = getForwardStepsInBlock(pDataBlockInfo->rows, searchFn, ekey, startPos, order, pPrimaryColumn);
      if (item != NULL) {
        item->lastKey = pPrimaryColumn[startPos + (num - 1)] + step;
      }
    } else {
      num = pDataBlockInfo->rows - startPos;
      if (item != NULL) {
        item->lastKey = pDataBlockInfo->window.ekey + step;
      }
    }
  } else {  // desc
    if (ekey > pDataBlockInfo->window.skey && pPrimaryColumn) {
      num = getForwardStepsInBlock(pDataBlockInfo->rows, searchFn, ekey, startPos, order, pPrimaryColumn);
      if (item != NULL) {
        item->lastKey = pPrimaryColumn[startPos + (num - 1)] + step;
      }
    } else {
      num = pDataBlockInfo->rows - startPos;
      if (item != NULL) {
        item->lastKey = pDataBlockInfo->window.ekey + step;
      }
    }
  }

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

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

  int64_t key = tw->skey, interval = pInterval->interval;
  // convert key to second
  key = convertTimePrecision(key, precision, TSDB_TIME_PRECISION_MILLI) / 1000;

  if (pInterval->intervalUnit == 'y') {
    interval *= 12;
  }

  struct tm tm;
  time_t    t = (time_t)key;
  taosLocalTime(&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 = convertTimePrecision((int64_t)taosMktime(&tm) * 1000L, TSDB_TIME_PRECISION_MILLI, precision);

  mon = (int)(mon + interval);
  tm.tm_year = mon / 12;
  tm.tm_mon = mon % 12;
  tw->ekey = convertTimePrecision((int64_t)taosMktime(&tm) * 1000L, TSDB_TIME_PRECISION_MILLI, precision);

  tw->ekey -= 1;
}

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

  SqlFunctionCtx* pCtx = pInfo->pCtx;

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

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

    //    assert(pColInfo->info.colId == pColIndex->info.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 == FUNCTION_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;

        if (pColInfo->info.type == TSDB_DATA_TYPE_BINARY || pColInfo->info.type == TSDB_DATA_TYPE_NCHAR) {
          if (prevRowIndex == -1) {
            //            pCtx[k].start.ptr = (char*)pRuntimeEnv->prevRow[index];
          } else {
            pCtx[k].start.ptr = (char*)pColInfo->pData + prevRowIndex * pColInfo->info.bytes;
          }

          pCtx[k].end.ptr = (char*)pColInfo->pData + curRowIndex * pColInfo->info.bytes;
        }
      }
    } else if (functionId == FUNCTION_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 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;
    }
  }
}

static bool setTimeWindowInterpolationStartTs(SOperatorInfo* pOperatorInfo, SqlFunctionCtx* pCtx, int32_t pos,
                                              int32_t numOfRows, SArray* pDataBlock, const TSKEY* tsCols,
                                              STimeWindow* win) {
  bool  ascQuery = true;
  TSKEY curTs = tsCols[pos];
  TSKEY lastTs = 0;  //*(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->numOfExprs, RESULT_ROW_START_INTERP);
    return true;
  }

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

  int32_t step = 1;  // 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) {
  int32_t order = TSDB_ORDER_ASC;
  int32_t numOfOutput = pOperatorInfo->numOfExprs;

  TSKEY actualEndKey = tsCols[endRowIndex];
  TSKEY key = order ? 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(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 int32_t getNextQualifiedWindow(SInterval* pInterval, STimeWindow* pNext, SDataBlockInfo* pDataBlockInfo,
                                      TSKEY* primaryKeys, int32_t prevPosition, SIntervalAggOperatorInfo* pInfo) {
  int32_t order = pInfo->order;
  bool    ascQuery = (order == TSDB_ORDER_ASC);

  int32_t precision = pInterval->precision;
  getNextTimeWindow(pInterval, precision, order, pNext);

  // next time window is not in current block
  if ((pNext->skey > pDataBlockInfo->window.ekey && order == TSDB_ORDER_ASC) ||
      (pNext->ekey < pDataBlockInfo->window.skey && order == TSDB_ORDER_DESC)) {
    return -1;
  }

  TSKEY   skey = ascQuery ? pNext->skey : pNext->ekey;
  int32_t startPos = 0;

  // tumbling time window query, a special case of sliding time window query
  if (pInterval->sliding == pInterval->interval && prevPosition != -1) {
    startPos = prevPosition + 1;
  } else {
    if ((skey <= pDataBlockInfo->window.skey && ascQuery) || (skey >= pDataBlockInfo->window.ekey && !ascQuery)) {
      startPos = 0;
    } else {
      startPos = binarySearchForKey((char*)primaryKeys, pDataBlockInfo->rows, skey, order);
    }
  }

  /* interp query with fill should not skip time window */
  //  if (pQueryAttr->pointInterpQuery && pQueryAttr->fillType != TSDB_FILL_NONE) {
  //    return startPos;
  //  }

  /*
   * 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 (ascQuery) {
      assert(pDataBlockInfo->window.skey <= pNext->ekey);
    } else {
      assert(pDataBlockInfo->window.ekey >= pNext->skey);
    }
  } else {
    if (ascQuery && primaryKeys[startPos] > pNext->ekey) {
      TSKEY next = primaryKeys[startPos];
      if (pInterval->intervalUnit == 'n' || pInterval->intervalUnit == 'y') {
        pNext->skey = taosTimeTruncate(next, pInterval, precision);
        pNext->ekey = taosTimeAdd(pNext->skey, pInterval->interval, pInterval->intervalUnit, precision) - 1;
      } else {
        pNext->ekey += ((next - pNext->ekey + pInterval->sliding - 1) / pInterval->sliding) * pInterval->sliding;
        pNext->skey = pNext->ekey - pInterval->interval + 1;
      }
    } else if ((!ascQuery) && primaryKeys[startPos] < pNext->skey) {
      TSKEY next = primaryKeys[startPos];
      if (pInterval->intervalUnit == 'n' || pInterval->intervalUnit == 'y') {
        pNext->skey = taosTimeTruncate(next, pInterval, precision);
        pNext->ekey = taosTimeAdd(pNext->skey, pInterval->interval, pInterval->intervalUnit, precision) - 1;
      } else {
        pNext->skey -= ((pNext->skey - next + pInterval->sliding - 1) / pInterval->sliding) * pInterval->sliding;
        pNext->ekey = pNext->skey + pInterval->interval - 1;
      }
    }
  }

  return startPos;
}

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 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 void doWindowBorderInterpolation(SOperatorInfo* pOperatorInfo, SSDataBlock* pBlock, SqlFunctionCtx* pCtx,
                                        SResultRow* pResult, STimeWindow* win, int32_t startPos, int32_t forwardStep,
                                        int32_t order, bool timeWindowInterpo) {
  if (!timeWindowInterpo) {
    return;
  }

  assert(pBlock != NULL);
  int32_t step = GET_FORWARD_DIRECTION_FACTOR(order);

  if (pBlock->pDataBlock == NULL) {
    //    tscError("pBlock->pDataBlock == NULL");
    return;
  }

  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, pOperatorInfo->numOfExprs, RESULT_ROW_START_INTERP);
  }

  // point interpolation does not require the end key time window interpolation.
  //  if (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 = (order == TSDB_ORDER_ASC) ? 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, pOperatorInfo->numOfExprs, RESULT_ROW_END_INTERP);
  }
}

static void saveDataBlockLastRow(char** pRow, SArray* pDataBlock, int32_t rowIndex, int32_t numOfCols) {
  if (pDataBlock == NULL) {
    return;
  }

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

static SArray* hashIntervalAgg(SOperatorInfo* pOperatorInfo, SResultRowInfo* pResultRowInfo, SSDataBlock* pSDataBlock,
                               uint64_t tableGroupId) {
  SIntervalAggOperatorInfo* pInfo = (SIntervalAggOperatorInfo*)pOperatorInfo->info;

  SExecTaskInfo* pTaskInfo = pOperatorInfo->pTaskInfo;
  int32_t        numOfOutput = pOperatorInfo->numOfExprs;

  SArray* pUpdated = NULL;
  if (pInfo->execModel == OPTR_EXEC_MODEL_STREAM) {
    pUpdated = taosArrayInit(4, POINTER_BYTES);
  }

  int32_t step = 1;
  bool    ascScan = (pInfo->order == TSDB_ORDER_ASC);

  //  int32_t prevIndex = pResultRowInfo->curPos;

  TSKEY* tsCols = NULL;
  if (pSDataBlock->pDataBlock != NULL) {
    SColumnInfoData* pColDataInfo = taosArrayGet(pSDataBlock->pDataBlock, pInfo->primaryTsIndex);
    tsCols = (int64_t*)pColDataInfo->pData;
  }

  int32_t startPos = 0;
  TSKEY   ts = getStartTsKey(&pSDataBlock->info.window, tsCols, pSDataBlock->info.rows, ascScan);

  STimeWindow win = getActiveTimeWindow(pInfo->aggSup.pResultBuf, pResultRowInfo, ts, &pInfo->interval,
                                        pInfo->interval.precision, &pInfo->win);
  bool        masterScan = true;
  SResultRow* pResult = NULL;

  int32_t ret = setTimeWindowOutputBuf(pResultRowInfo, &win, masterScan, &pResult, tableGroupId, pInfo->binfo.pCtx,
                                       numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup, pTaskInfo);
  if (ret != TSDB_CODE_SUCCESS || pResult == NULL) {
    longjmp(pTaskInfo->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
  }

  if (pInfo->execModel == OPTR_EXEC_MODEL_STREAM) {
    SResKeyPos* pos = taosMemoryMalloc(sizeof(SResKeyPos) + sizeof(uint64_t));
    pos->groupId = tableGroupId;
    pos->pos = (SResultRowPosition){.pageId = pResult->pageId, .offset = pResult->offset};
    *(int64_t*)pos->key = pResult->win.skey;

    taosArrayPush(pUpdated, &pos);
  }

  int32_t forwardStep = 0;
  TSKEY   ekey = ascScan? win.ekey:win.skey;
  forwardStep =
      getNumOfRowsInTimeWindow(&pSDataBlock->info, tsCols, startPos, ekey, binarySearchForKey, NULL, pInfo->order);
  ASSERT(forwardStep > 0);

  // prev time window not interpolation yet.
  //  int32_t curIndex = pResultRowInfo->curPos;

#if 0
  if (prevIndex != -1 && prevIndex < curIndex && pInfo->timeWindowInterpo) {
    for (int32_t j = prevIndex; j < curIndex; ++j) {  // previous time window may be all closed already.
      SResultRow* pRes = getResultRow(pResultRowInfo, j);
      if (pRes->closed) {
        assert(resultRowInterpolated(pRes, RESULT_ROW_START_INTERP) && resultRowInterpolated(pRes, RESULT_ROW_END_INTERP));
        continue;
      }

      STimeWindow w = pRes->win;
      ret = setTimeWindowOutputBuf(pResultRowInfo, pSDataBlock->info.uid, &w, masterScan, &pResult, tableGroupId,
                                       pInfo->binfo.pCtx, numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup,
                                       pTaskInfo);
      if (ret != TSDB_CODE_SUCCESS) {
        longjmp(pTaskInfo->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
      }

      assert(!resultRowInterpolated(pResult, RESULT_ROW_END_INTERP));
      doTimeWindowInterpolation(pOperatorInfo, &pInfo->binfo, pSDataBlock->pDataBlock, *(TSKEY*)pInfo->pRow[0], -1,
                                tsCols[startPos], startPos, w.ekey, RESULT_ROW_END_INTERP);

      setResultRowInterpo(pResult, RESULT_ROW_END_INTERP);
      setNotInterpoWindowKey(pInfo->binfo.pCtx, pOperatorInfo->numOfExprs, RESULT_ROW_START_INTERP);

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

    // restore current time window
    ret = setTimeWindowOutputBuf(pResultRowInfo, pSDataBlock->info.uid, &win, masterScan, &pResult, tableGroupId,
                                     pInfo->binfo.pCtx, numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup,
                                     pTaskInfo);
    if (ret != TSDB_CODE_SUCCESS) {
      longjmp(pTaskInfo->env, TSDB_CODE_QRY_OUT_OF_MEMORY);
    }
  }
#endif

  // window start key interpolation
  doWindowBorderInterpolation(pOperatorInfo, pSDataBlock, pInfo->binfo.pCtx, pResult, &win, startPos, forwardStep,
                              pInfo->order, false);

  updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &win, true);
  doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &win, &pInfo->twAggSup.timeWindowData, startPos, forwardStep, tsCols,
                   pSDataBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);

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

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

    if (pInfo->execModel == OPTR_EXEC_MODEL_STREAM) {
      SResKeyPos* pos = taosMemoryMalloc(sizeof(SResKeyPos) + sizeof(uint64_t));
      pos->groupId = tableGroupId;
      pos->pos = (SResultRowPosition){.pageId = pResult->pageId, .offset = pResult->offset};
      *(int64_t*)pos->key = pResult->win.skey;

      taosArrayPush(pUpdated, &pos);
    }

    ekey = ascScan? nextWin.ekey:nextWin.skey;
    forwardStep =
        getNumOfRowsInTimeWindow(&pSDataBlock->info, tsCols, startPos, ekey, binarySearchForKey, NULL, pInfo->order);

    // window start(end) key interpolation
    doWindowBorderInterpolation(pOperatorInfo, pSDataBlock, pInfo->binfo.pCtx, pResult, &nextWin, startPos, forwardStep,
                                pInfo->order, false);

    updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &nextWin, true);
    doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &nextWin, &pInfo->twAggSup.timeWindowData, startPos, forwardStep, tsCols,
                     pSDataBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);
  }

  if (pInfo->timeWindowInterpo) {
    int32_t rowIndex = ascScan ? (pSDataBlock->info.rows - 1) : 0;
    saveDataBlockLastRow(pInfo->pRow, pSDataBlock->pDataBlock, rowIndex, pSDataBlock->info.numOfCols);
  }

  return pUpdated;
  //  updateResultRowInfoActiveIndex(pResultRowInfo, &pInfo->win, pRuntimeEnv->current->lastKey, true, false);
}

static int32_t doOpenIntervalAgg(SOperatorInfo* pOperator) {
  if (OPTR_IS_OPENED(pOperator)) {
    return TSDB_CODE_SUCCESS;
  }

  SExecTaskInfo*            pTaskInfo = pOperator->pTaskInfo;
  SIntervalAggOperatorInfo* pInfo = pOperator->info;

  int32_t scanFlag = MAIN_SCAN;

  SOperatorInfo* downstream = pOperator->pDownstream[0];

  while (1) {
    publishOperatorProfEvent(downstream, QUERY_PROF_BEFORE_OPERATOR_EXEC);
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    publishOperatorProfEvent(downstream, QUERY_PROF_AFTER_OPERATOR_EXEC);

    if (pBlock == NULL) {
      break;
    }

    getTableScanInfo(pOperator, &pInfo->order, &scanFlag);

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->binfo.pCtx, pBlock, pInfo->order, scanFlag, true);
    STableQueryInfo* pTableQueryInfo = pInfo->pCurrent;

    setIntervalQueryRange(pTableQueryInfo, pBlock->info.window.skey, &pTaskInfo->window);
    hashIntervalAgg(pOperator, &pInfo->binfo.resultRowInfo, pBlock, pBlock->info.groupId);

#if 0  // test for encode/decode result info
    if(pOperator->encodeResultRow){
      char *result = NULL;
      int32_t length = 0;
      SAggSupporter   *pSup = &pInfo->aggSup;
      pOperator->encodeResultRow(pOperator, pSup, &pInfo->binfo, &result, &length);
      taosHashClear(pSup->pResultRowHashTable);
      pInfo->binfo.resultRowInfo.size = 0;
      pOperator->decodeResultRow(pOperator, pSup, &pInfo->binfo, result, length);
      if(result){
        taosMemoryFree(result);
      }
    }
#endif
  }

  closeAllResultRows(&pInfo->binfo.resultRowInfo);
  finalizeMultiTupleQueryResult(pOperator->numOfExprs, pInfo->aggSup.pResultBuf, &pInfo->binfo.resultRowInfo,
                                pInfo->binfo.rowCellInfoOffset);

  initGroupedResultInfo(&pInfo->groupResInfo, pInfo->aggSup.pResultRowHashTable, pInfo->order);
  OPTR_SET_OPENED(pOperator);
  return TSDB_CODE_SUCCESS;
}

static bool compareVal(const char* v, const SStateKeys* pKey) {
  if (IS_VAR_DATA_TYPE(pKey->type)) {
    if (varDataLen(v) != varDataLen(pKey->pData)) {
      return false;
    } else {
      return strncmp(varDataVal(v), varDataVal(pKey->pData), varDataLen(v)) == 0;
    }
  } else {
    return memcmp(pKey->pData, v, pKey->bytes) == 0;
  }
}

static void doStateWindowAggImpl(SOperatorInfo* pOperator, SStateWindowOperatorInfo* pInfo, SSDataBlock* pBlock) {
  SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo;

  SColumnInfoData* pStateColInfoData = taosArrayGet(pBlock->pDataBlock, pInfo->stateCol.slotId);
  int64_t          gid = pBlock->info.groupId;

  bool    masterScan = true;
  int32_t numOfOutput = pOperator->numOfExprs;
  int16_t bytes = pStateColInfoData->info.bytes;

  SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, pInfo->tsSlotId);
  TSKEY*           tsList = (TSKEY*)pColInfoData->pData;

  SWindowRowsSup* pRowSup = &pInfo->winSup;
  pRowSup->numOfRows = 0;

  struct SColumnDataAgg* pAgg = NULL;
  for (int32_t j = 0; j < pBlock->info.rows; ++j) {
    pAgg = (pBlock->pBlockAgg != NULL)? pBlock->pBlockAgg[pInfo->stateCol.slotId]: NULL;
    if (colDataIsNull(pStateColInfoData, pBlock->info.rows, j, pAgg)) {
      continue;
    }

    char* val = colDataGetData(pStateColInfoData, j);

    if (!pInfo->hasKey) {
      // todo extract method
      if (IS_VAR_DATA_TYPE(pInfo->stateKey.type)) {
        varDataCopy(pInfo->stateKey.pData, val);
      } else {
        memcpy(pInfo->stateKey.pData, val, bytes);
      }

      pInfo->hasKey = true;

      doKeepNewWindowStartInfo(pRowSup, tsList, j);
      doKeepTuple(pRowSup, tsList[j]);
    } else if (compareVal(val, &pInfo->stateKey)) {
      doKeepTuple(pRowSup, tsList[j]);
      if (j == 0 && pRowSup->startRowIndex != 0) {
        pRowSup->startRowIndex = 0;
      }
    } else {  // a new state window started
      SResultRow* pResult = NULL;

      // keep the time window for the closed time window.
      STimeWindow window = pRowSup->win;

      pRowSup->win.ekey = pRowSup->win.skey;
      int32_t ret =
          setTimeWindowOutputBuf(&pInfo->binfo.resultRowInfo, &window, masterScan, &pResult, gid, pInfo->binfo.pCtx,
                                 numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup, pTaskInfo);
      if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
        longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR);
      }

      updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &window, false);
      doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &window, &pInfo->twAggSup.timeWindowData, pRowSup->startRowIndex,
                       pRowSup->numOfRows, NULL, pBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);

      // here we start a new session window
      doKeepNewWindowStartInfo(pRowSup, tsList, j);
      doKeepTuple(pRowSup, tsList[j]);

      // todo extract method
      if (IS_VAR_DATA_TYPE(pInfo->stateKey.type)) {
        varDataCopy(pInfo->stateKey.pData, val);
      } else {
        memcpy(pInfo->stateKey.pData, val, bytes);
      }
    }
  }

  SResultRow* pResult = NULL;
  pRowSup->win.ekey = tsList[pBlock->info.rows - 1];
  int32_t ret =
      setTimeWindowOutputBuf(&pInfo->binfo.resultRowInfo, &pRowSup->win, masterScan, &pResult, gid, pInfo->binfo.pCtx,
                             numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup, pTaskInfo);
  if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
    longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR);
  }

  updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pRowSup->win, false);
  doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &pRowSup->win, &pInfo->twAggSup.timeWindowData, pRowSup->startRowIndex,
                   pRowSup->numOfRows, NULL, pBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);
}

static SSDataBlock* doStateWindowAgg(SOperatorInfo* pOperator) {
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SStateWindowOperatorInfo* pInfo = pOperator->info;
  SExecTaskInfo*            pTaskInfo = pOperator->pTaskInfo;
  SOptrBasicInfo*           pBInfo = &pInfo->binfo;

  if (pOperator->status == OP_RES_TO_RETURN) {
    doBuildResultDatablock(pOperator, pBInfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);
    if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
      doSetOperatorCompleted(pOperator);
      return NULL;
    }

    return pBInfo->pRes;
  }

  int32_t     order = TSDB_ORDER_ASC;
  STimeWindow win = pTaskInfo->window;

  SOperatorInfo* downstream = pOperator->pDownstream[0];
  while (1) {
    publishOperatorProfEvent(downstream, QUERY_PROF_BEFORE_OPERATOR_EXEC);
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    publishOperatorProfEvent(downstream, QUERY_PROF_AFTER_OPERATOR_EXEC);

    if (pBlock == NULL) {
      break;
    }

    setInputDataBlock(pOperator, pBInfo->pCtx, pBlock, order, MAIN_SCAN, true);
    doStateWindowAggImpl(pOperator, pInfo, pBlock);
  }

  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pBInfo->resultRowInfo);
  finalizeMultiTupleQueryResult(pOperator->numOfExprs, pInfo->aggSup.pResultBuf, &pBInfo->resultRowInfo,
                                pBInfo->rowCellInfoOffset);

  initGroupedResultInfo(&pInfo->groupResInfo, pInfo->aggSup.pResultRowHashTable, TSDB_ORDER_ASC);
  blockDataEnsureCapacity(pBInfo->pRes, pOperator->resultInfo.capacity);
  doBuildResultDatablock(pOperator, pBInfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);
  if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
    doSetOperatorCompleted(pOperator);
  }

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

static SSDataBlock* doBuildIntervalResult(SOperatorInfo* pOperator) {
  SIntervalAggOperatorInfo* pInfo = pOperator->info;
  SExecTaskInfo*            pTaskInfo = pOperator->pTaskInfo;

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

  SSDataBlock* pBlock = pInfo->binfo.pRes;

  if (pInfo->execModel == OPTR_EXEC_MODEL_STREAM) {
    return pOperator->fpSet.getStreamResFn(pOperator);
  } else {
    pTaskInfo->code = pOperator->fpSet._openFn(pOperator);
    if (pTaskInfo->code != TSDB_CODE_SUCCESS) {
      return NULL;
    }

    blockDataEnsureCapacity(pBlock, pOperator->resultInfo.capacity);
    doBuildResultDatablock(pOperator, &pInfo->binfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);

    if (pBlock->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
      doSetOperatorCompleted(pOperator);
    }

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

// todo merged with the build group result.
static void finalizeUpdatedResult(int32_t numOfOutput, SDiskbasedBuf* pBuf, SArray* pUpdateList,
                                  int32_t* rowCellInfoOffset) {
  size_t num = taosArrayGetSize(pUpdateList);

  for (int32_t i = 0; i < num; ++i) {
    SResKeyPos* pPos = taosArrayGetP(pUpdateList, i);

    SFilePage*  bufPage = getBufPage(pBuf, pPos->pos.pageId);
    SResultRow* pRow = (SResultRow*)((char*)bufPage + pPos->pos.offset);

    for (int32_t j = 0; j < numOfOutput; ++j) {
      SResultRowEntryInfo* pEntry = getResultCell(pRow, j, rowCellInfoOffset);
      if (pRow->numOfRows < pEntry->numOfRes) {
        pRow->numOfRows = pEntry->numOfRes;
      }
    }

    releaseBufPage(pBuf, bufPage);
  }
}
static void setInverFunction(SqlFunctionCtx* pCtx, int32_t num, EStreamType type) {
  for (int i = 0; i < num; i++) {
    if (type == STREAM_INVERT) {
      fmSetInvertFunc(pCtx[i].functionId, &(pCtx[i].fpSet));
    } else if (type == STREAM_NORMAL) {
      fmSetNormalFunc(pCtx[i].functionId, &(pCtx[i].fpSet));
    }
  }
}
static void doClearWindows(SIntervalAggOperatorInfo* pInfo, int32_t numOfOutput, SSDataBlock* pBlock) {
  SColumnInfoData* pColDataInfo = taosArrayGet(pBlock->pDataBlock, pInfo->primaryTsIndex);
  TSKEY *tsCols = (TSKEY*)pColDataInfo->pData;
  int32_t step = 0;
  for (int32_t i = 0; i < pBlock->info.rows; i += step) {
    SResultRowInfo dumyInfo;
    dumyInfo.cur.pageId = -1;
    STimeWindow win = getActiveTimeWindow(NULL, &dumyInfo, tsCols[i], &pInfo->interval,
                                        pInfo->interval.precision, NULL);
    step = getNumOfRowsInTimeWindow(&pBlock->info, tsCols, i,
        win.ekey, binarySearchForKey, NULL, TSDB_ORDER_ASC);
    doClearWindow(pInfo, (char*)&win.skey, sizeof(TKEY), pBlock->info.groupId, numOfOutput);
  }
}

static SSDataBlock* doStreamIntervalAgg(SOperatorInfo* pOperator) {
  SIntervalAggOperatorInfo* pInfo = pOperator->info;
  int32_t                   order = TSDB_ORDER_ASC;

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

  if (pOperator->status == OP_RES_TO_RETURN) {
    doBuildResultDatablock(pOperator, &pInfo->binfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);
    if (pInfo->binfo.pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
      pOperator->status = OP_EXEC_DONE;
    }
    return pInfo->binfo.pRes->info.rows == 0 ? NULL : pInfo->binfo.pRes;
  }

  //  STimeWindow win = {0};
  SOperatorInfo* downstream = pOperator->pDownstream[0];

  SArray* pUpdated = NULL;

  while (1) {
    publishOperatorProfEvent(downstream, QUERY_PROF_BEFORE_OPERATOR_EXEC);
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    publishOperatorProfEvent(downstream, QUERY_PROF_AFTER_OPERATOR_EXEC);

    if (pBlock == NULL) {
      break;
    }

    // The timewindows that overlaps the timestamps of the input pBlock need to be recalculated and return to the
    // caller. Note that all the time window are not close till now.
    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pInfo->binfo.pCtx, pBlock, order, MAIN_SCAN, true);
    if (pInfo->invertible) {
      setInverFunction(pInfo->binfo.pCtx, pOperator->numOfExprs, pBlock->info.type);
    }
    if (pBlock->info.type == STREAM_REPROCESS) {
      doClearWindows(pInfo, pOperator->numOfExprs, pBlock);
      continue;
    }
    pInfo->order = TSDB_ORDER_ASC;
    pUpdated = hashIntervalAgg(pOperator, &pInfo->binfo.resultRowInfo, pBlock, 0);
  }

  finalizeUpdatedResult(pOperator->numOfExprs, pInfo->aggSup.pResultBuf, pUpdated, pInfo->binfo.rowCellInfoOffset);

  initMultiResInfoFromArrayList(&pInfo->groupResInfo, pUpdated);
  blockDataEnsureCapacity(pInfo->binfo.pRes, pOperator->resultInfo.capacity);
  doBuildResultDatablock(pOperator, &pInfo->binfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);

  // TODO: remove for stream
  /*ASSERT(pInfo->binfo.pRes->info.rows > 0);*/
  pOperator->status = OP_RES_TO_RETURN;

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

static void destroyStateWindowOperatorInfo(void* param, int32_t numOfOutput) {
  SStateWindowOperatorInfo* pInfo = (SStateWindowOperatorInfo*)param;
  doDestroyBasicInfo(&pInfo->binfo, numOfOutput);
  taosMemoryFreeClear(pInfo->stateKey.pData);
}

void destroyIntervalOperatorInfo(void* param, int32_t numOfOutput) {
  SIntervalAggOperatorInfo* pInfo = (SIntervalAggOperatorInfo*)param;
  doDestroyBasicInfo(&pInfo->binfo, numOfOutput);
  cleanupAggSup(&pInfo->aggSup);
}

bool allInvertible(SqlFunctionCtx* pFCtx, int32_t numOfCols) {
  for (int32_t i = 0; i < numOfCols; i++) {
    if (!fmIsInvertible(pFCtx[i].functionId)) {
      return false;
    }
  }
  return true;
}

SOperatorInfo* createIntervalOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols,
                                          SSDataBlock* pResBlock, SInterval* pInterval, int32_t primaryTsSlotId,
                                          STimeWindowAggSupp* pTwAggSupp, const STableGroupInfo* pTableGroupInfo,
                                          SExecTaskInfo* pTaskInfo) {
  SIntervalAggOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SIntervalAggOperatorInfo));
  SOperatorInfo*            pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pInfo == NULL || pOperator == NULL) {
    goto _error;
  }

  pInfo->order = TSDB_ORDER_ASC;
  pInfo->interval = *pInterval;
  pInfo->execModel = pTaskInfo->execModel;
  pInfo->win = pTaskInfo->window;
  pInfo->twAggSup = *pTwAggSupp;
  pInfo->primaryTsIndex = primaryTsSlotId;

  size_t keyBufSize = sizeof(int64_t) + sizeof(int64_t) + POINTER_BYTES;
  initResultSizeInfo(pOperator, 4096);

  int32_t code =
      initAggInfo(&pInfo->binfo, &pInfo->aggSup, pExprInfo, numOfCols, pResBlock, keyBufSize, pTaskInfo->id.str);

  initExecTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pInfo->win);
  pInfo->invertible = allInvertible(pInfo->binfo.pCtx, numOfCols);

  //  pInfo->pTableQueryInfo = initTableQueryInfo(pTableGroupInfo);
  if (code != TSDB_CODE_SUCCESS /* || pInfo->pTableQueryInfo == NULL*/) {
    goto _error;
  }

  initResultRowInfo(&pInfo->binfo.resultRowInfo, (int32_t)1);

  pOperator->name = "TimeIntervalAggOperator";
  pOperator->operatorType = QUERY_NODE_PHYSICAL_PLAN_INTERVAL;
  pOperator->blocking = true;
  pOperator->status = OP_NOT_OPENED;
  pOperator->pExpr = pExprInfo;
  pOperator->pTaskInfo = pTaskInfo;
  pOperator->numOfExprs = numOfCols;
  pOperator->info = pInfo;

  pOperator->fpSet = createOperatorFpSet(doOpenIntervalAgg, doBuildIntervalResult, doStreamIntervalAgg, NULL,
                                         destroyIntervalOperatorInfo, aggEncodeResultRow, aggDecodeResultRow, NULL);

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

  return pOperator;

_error:
  destroyIntervalOperatorInfo(pInfo, numOfCols);
  taosMemoryFreeClear(pInfo);
  taosMemoryFreeClear(pOperator);
  pTaskInfo->code = code;
  return NULL;
}

SOperatorInfo* createStreamIntervalOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols,
                                                SSDataBlock* pResBlock, SInterval* pInterval, int32_t primaryTsSlotId,
                                                STimeWindowAggSupp* pTwAggSupp, const STableGroupInfo* pTableGroupInfo,
                                                SExecTaskInfo* pTaskInfo) {
  SIntervalAggOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SIntervalAggOperatorInfo));
  SOperatorInfo*            pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pInfo == NULL || pOperator == NULL) {
    goto _error;
  }

  pInfo->order = TSDB_ORDER_ASC;
  pInfo->interval = *pInterval;
  pInfo->execModel = OPTR_EXEC_MODEL_STREAM;
  pInfo->win = pTaskInfo->window;
  pInfo->twAggSup = *pTwAggSupp;
  pInfo->primaryTsIndex = primaryTsSlotId;

  int32_t numOfRows = 4096;
  size_t  keyBufSize = sizeof(int64_t) + sizeof(int64_t) + POINTER_BYTES;

  initResultSizeInfo(pOperator, numOfRows);
  int32_t code =
      initAggInfo(&pInfo->binfo, &pInfo->aggSup, pExprInfo, numOfCols, pResBlock, keyBufSize, pTaskInfo->id.str);
  initExecTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pInfo->win);

  //  pInfo->pTableQueryInfo = initTableQueryInfo(pTableGroupInfo);
  if (code != TSDB_CODE_SUCCESS /* || pInfo->pTableQueryInfo == NULL*/) {
    goto _error;
  }

  initResultRowInfo(&pInfo->binfo.resultRowInfo, (int32_t)1);

  pOperator->name = "StreamTimeIntervalAggOperator";
  pOperator->operatorType = QUERY_NODE_PHYSICAL_PLAN_INTERVAL;
  pOperator->blocking = true;
  pOperator->status = OP_NOT_OPENED;
  pOperator->pExpr = pExprInfo;
  pOperator->pTaskInfo = pTaskInfo;
  pOperator->numOfExprs = numOfCols;
  pOperator->info = pInfo;

  pOperator->fpSet = createOperatorFpSet(doOpenIntervalAgg, doStreamIntervalAgg, doStreamIntervalAgg, NULL,
                                         destroyIntervalOperatorInfo, aggEncodeResultRow, aggDecodeResultRow, NULL);

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

  return pOperator;

_error:
  destroyIntervalOperatorInfo(pInfo, numOfCols);
  taosMemoryFreeClear(pInfo);
  taosMemoryFreeClear(pOperator);
  pTaskInfo->code = code;
  return NULL;
}

// todo handle multiple tables cases.
static void doSessionWindowAggImpl(SOperatorInfo* pOperator, SSessionAggOperatorInfo* pInfo, SSDataBlock* pBlock) {
  SExecTaskInfo* pTaskInfo = pOperator->pTaskInfo;

  SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, pInfo->tsSlotId);

  bool    masterScan = true;
  int32_t numOfOutput = pOperator->numOfExprs;
  int64_t gid = pBlock->info.groupId;

  int64_t gap = pInfo->gap;

  if (!pInfo->reptScan) {
    pInfo->reptScan = true;
    pInfo->winSup.prevTs = INT64_MIN;
  }

  SWindowRowsSup* pRowSup = &pInfo->winSup;
  pRowSup->numOfRows = 0;

  // In case of ascending or descending order scan data, only one time window needs to be kepted for each table.
  TSKEY* tsList = (TSKEY*)pColInfoData->pData;
  for (int32_t j = 0; j < pBlock->info.rows; ++j) {
    if (pInfo->winSup.prevTs == INT64_MIN) {
      doKeepNewWindowStartInfo(pRowSup, tsList, j);
      doKeepTuple(pRowSup, tsList[j]);
    } else if (tsList[j] - pRowSup->prevTs <= gap && (tsList[j] - pRowSup->prevTs) >= 0) {
      // The gap is less than the threshold, so it belongs to current session window that has been opened already.
      doKeepTuple(pRowSup, tsList[j]);
      if (j == 0 && pRowSup->startRowIndex != 0) {
        pRowSup->startRowIndex = 0;
      }
    } else {  // start a new session window
      SResultRow* pResult = NULL;

      // keep the time window for the closed time window.
      STimeWindow window = pRowSup->win;

      pRowSup->win.ekey = pRowSup->win.skey;
      int32_t ret =
          setTimeWindowOutputBuf(&pInfo->binfo.resultRowInfo, &window, masterScan, &pResult, gid, pInfo->binfo.pCtx,
                                 numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup, pTaskInfo);
      if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
        longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR);
      }

      // pInfo->numOfRows data belong to the current session window
      updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &window, false);
      doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &window, &pInfo->twAggSup.timeWindowData, pRowSup->startRowIndex,
                       pRowSup->numOfRows, NULL, pBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);

      // here we start a new session window
      doKeepNewWindowStartInfo(pRowSup, tsList, j);
      doKeepTuple(pRowSup, tsList[j]);
    }
  }

  SResultRow* pResult = NULL;
  pRowSup->win.ekey = tsList[pBlock->info.rows - 1];
  int32_t ret =
      setTimeWindowOutputBuf(&pInfo->binfo.resultRowInfo, &pRowSup->win, masterScan, &pResult, gid, pInfo->binfo.pCtx,
                             numOfOutput, pInfo->binfo.rowCellInfoOffset, &pInfo->aggSup, pTaskInfo);
  if (ret != TSDB_CODE_SUCCESS) {  // null data, too many state code
    longjmp(pTaskInfo->env, TSDB_CODE_QRY_APP_ERROR);
  }

  updateTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pRowSup->win, false);
  doApplyFunctions(pTaskInfo, pInfo->binfo.pCtx, &pRowSup->win, &pInfo->twAggSup.timeWindowData, pRowSup->startRowIndex,
                   pRowSup->numOfRows, NULL, pBlock->info.rows, numOfOutput, TSDB_ORDER_ASC);
}

static SSDataBlock* doSessionWindowAgg(SOperatorInfo* pOperator) {
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  SSessionAggOperatorInfo* pInfo = pOperator->info;
  SOptrBasicInfo*          pBInfo = &pInfo->binfo;

  if (pOperator->status == OP_RES_TO_RETURN) {
    doBuildResultDatablock(pOperator, pBInfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);
    if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
      doSetOperatorCompleted(pOperator);
      return NULL;
    }

    return pBInfo->pRes;
  }

  int32_t        order = TSDB_ORDER_ASC;
  SOperatorInfo* downstream = pOperator->pDownstream[0];

  while (1) {
    publishOperatorProfEvent(downstream, QUERY_PROF_BEFORE_OPERATOR_EXEC);
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    publishOperatorProfEvent(downstream, QUERY_PROF_AFTER_OPERATOR_EXEC);
    if (pBlock == NULL) {
      break;
    }

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

  // restore the value
  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pBInfo->resultRowInfo);
  finalizeMultiTupleQueryResult(pOperator->numOfExprs, pInfo->aggSup.pResultBuf, &pBInfo->resultRowInfo,
                                pBInfo->rowCellInfoOffset);

  initGroupedResultInfo(&pInfo->groupResInfo, pInfo->aggSup.pResultRowHashTable, TSDB_ORDER_ASC);
  blockDataEnsureCapacity(pBInfo->pRes, pOperator->resultInfo.capacity);
  doBuildResultDatablock(pOperator, pBInfo, &pInfo->groupResInfo, pInfo->aggSup.pResultBuf);
  if (pBInfo->pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pInfo->groupResInfo)) {
    doSetOperatorCompleted(pOperator);
  }

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

static SSDataBlock* doAllIntervalAgg(SOperatorInfo* pOperator) {
  if (pOperator->status == OP_EXEC_DONE) {
    return NULL;
  }

  STimeSliceOperatorInfo* pSliceInfo = pOperator->info;
  if (pOperator->status == OP_RES_TO_RETURN) {
    //    doBuildResultDatablock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pIntervalInfo->pRes);
    if (pSliceInfo->binfo.pRes->info.rows == 0 || !hasRemainDataInCurrentGroup(&pSliceInfo->groupResInfo)) {
      doSetOperatorCompleted(pOperator);
    }

    return pSliceInfo->binfo.pRes;
  }

  int32_t        order = TSDB_ORDER_ASC;
  SOperatorInfo* downstream = pOperator->pDownstream[0];

  while (1) {
    publishOperatorProfEvent(downstream, QUERY_PROF_BEFORE_OPERATOR_EXEC);
    SSDataBlock* pBlock = downstream->fpSet.getNextFn(downstream);
    publishOperatorProfEvent(downstream, QUERY_PROF_AFTER_OPERATOR_EXEC);
    if (pBlock == NULL) {
      break;
    }

    // the pDataBlock are always the same one, no need to call this again
    setInputDataBlock(pOperator, pSliceInfo->binfo.pCtx, pBlock, order, MAIN_SCAN, true);
    //    hashAllIntervalAgg(pOperator, &pSliceInfo->binfo.resultRowInfo, pBlock, 0);
  }

  // restore the value
  pOperator->status = OP_RES_TO_RETURN;
  closeAllResultRows(&pSliceInfo->binfo.resultRowInfo);
  setTaskStatus(pOperator->pTaskInfo, TASK_COMPLETED);
  //  finalizeQueryResult(pSliceInfo->binfo.pCtx, pOperator->numOfExprs);

  //  initGroupedResultInfo(&pSliceInfo->groupResInfo, &pSliceInfo->binfo.resultRowInfo);
  //  doBuildResultDatablock(&pRuntimeEnv->groupResInfo, pRuntimeEnv, pSliceInfo->pRes);

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

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

SOperatorInfo* createTimeSliceOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols,
                                           SSDataBlock* pResultBlock, SExecTaskInfo* pTaskInfo) {
  STimeSliceOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(STimeSliceOperatorInfo));
  SOperatorInfo*          pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pOperator == NULL || pInfo == NULL) {
    goto _error;
  }

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

  pOperator->name = "TimeSliceOperator";
  //  pOperator->operatorType = OP_AllTimeWindow;
  pOperator->blocking = true;
  pOperator->status = OP_NOT_OPENED;
  pOperator->pExpr = pExprInfo;
  pOperator->numOfExprs = numOfCols;
  pOperator->info = pInfo;
  pOperator->pTaskInfo = pTaskInfo;

  pOperator->fpSet = createOperatorFpSet(operatorDummyOpenFn, doAllIntervalAgg, NULL, NULL, destroyBasicOperatorInfo,
                                         NULL, NULL, NULL);

  int32_t code = appendDownstream(pOperator, &downstream, 1);
  return pOperator;

_error:
  taosMemoryFree(pInfo);
  taosMemoryFree(pOperator);
  pTaskInfo->code = TSDB_CODE_OUT_OF_MEMORY;
  return NULL;
}

SOperatorInfo* createStatewindowOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExpr, int32_t numOfCols,
                                             SSDataBlock* pResBlock, STimeWindowAggSupp* pTwAggSup, int32_t tsSlotId,
                                             SColumn* pStateKeyCol, SExecTaskInfo* pTaskInfo) {
  SStateWindowOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SStateWindowOperatorInfo));
  SOperatorInfo*            pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pInfo == NULL || pOperator == NULL) {
    goto _error;
  }

  pInfo->stateCol = *pStateKeyCol;
  pInfo->stateKey.type = pInfo->stateCol.type;
  pInfo->stateKey.bytes = pInfo->stateCol.bytes;
  pInfo->stateKey.pData = taosMemoryCalloc(1, pInfo->stateCol.bytes);
  if (pInfo->stateKey.pData == NULL) {
    goto _error;
  }

  size_t keyBufSize = sizeof(int64_t) + sizeof(int64_t) + POINTER_BYTES;

  initResultSizeInfo(pOperator, 4096);
  initAggInfo(&pInfo->binfo, &pInfo->aggSup, pExpr, numOfCols, pResBlock, keyBufSize, pTaskInfo->id.str);
  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);

  pInfo->twAggSup = *pTwAggSup;
  initExecTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pTaskInfo->window);

  pInfo->tsSlotId       = tsSlotId;
  pOperator->name       = "StateWindowOperator";
  pOperator->operatorType = QUERY_NODE_PHYSICAL_PLAN_STATE_WINDOW;
  pOperator->blocking   = true;
  pOperator->status     = OP_NOT_OPENED;
  pOperator->pExpr      = pExpr;
  pOperator->numOfExprs = numOfCols;
  pOperator->pTaskInfo  = pTaskInfo;
  pOperator->info       = pInfo;

  pOperator->fpSet = createOperatorFpSet(operatorDummyOpenFn, doStateWindowAgg, NULL, NULL,
                                         destroyStateWindowOperatorInfo, aggEncodeResultRow, aggDecodeResultRow, NULL);

  int32_t code = appendDownstream(pOperator, &downstream, 1);
  return pOperator;

_error:
  pTaskInfo->code = TSDB_CODE_SUCCESS;
  return NULL;
}

void destroySWindowOperatorInfo(void* param, int32_t numOfOutput) {
  SSessionAggOperatorInfo* pInfo = (SSessionAggOperatorInfo*)param;
  doDestroyBasicInfo(&pInfo->binfo, numOfOutput);
}

SOperatorInfo* createSessionAggOperatorInfo(SOperatorInfo* downstream, SExprInfo* pExprInfo, int32_t numOfCols,
                                            SSDataBlock* pResBlock, int64_t gap, int32_t tsSlotId,
                                            STimeWindowAggSupp* pTwAggSupp, SExecTaskInfo* pTaskInfo) {
  SSessionAggOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SSessionAggOperatorInfo));
  SOperatorInfo*           pOperator = taosMemoryCalloc(1, sizeof(SOperatorInfo));
  if (pInfo == NULL || pOperator == NULL) {
    goto _error;
  }

  size_t keyBufSize = sizeof(int64_t) + sizeof(int64_t) + POINTER_BYTES;
  initResultSizeInfo(pOperator, 4096);

  int32_t code =
      initAggInfo(&pInfo->binfo, &pInfo->aggSup, pExprInfo, numOfCols, pResBlock, keyBufSize, pTaskInfo->id.str);
  if (code != TSDB_CODE_SUCCESS) {
    goto _error;
  }

  pInfo->twAggSup = *pTwAggSupp;
  initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);
  initExecTimeWindowInfo(&pInfo->twAggSup.timeWindowData, &pTaskInfo->window);

  pInfo->tsSlotId = tsSlotId;
  pInfo->gap = gap;
  pInfo->binfo.pRes = pResBlock;
  pInfo->winSup.prevTs = INT64_MIN;
  pInfo->reptScan = false;
  pOperator->name = "SessionWindowAggOperator";
  pOperator->operatorType = QUERY_NODE_PHYSICAL_PLAN_SESSION_WINDOW;
  pOperator->blocking = true;
  pOperator->status = OP_NOT_OPENED;
  pOperator->pExpr = pExprInfo;
  pOperator->numOfExprs = numOfCols;
  pOperator->info = pInfo;

  pOperator->fpSet = createOperatorFpSet(operatorDummyOpenFn, doSessionWindowAgg, NULL, NULL,
                                         destroySWindowOperatorInfo, aggEncodeResultRow, aggDecodeResultRow, NULL);
  pOperator->pTaskInfo = pTaskInfo;

  code = appendDownstream(pOperator, &downstream, 1);
  return pOperator;

_error:
  if (pInfo != NULL) {
    destroySWindowOperatorInfo(pInfo, numOfCols);
  }

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