trow.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/>.
 */

#define _DEFAULT_SOURCE
#include "trow.h"

const uint8_t tdVTypeByte[2][3] = {{
                                       // 2 bits
                                       TD_VTYPE_NORM_BYTE_II,
                                       TD_VTYPE_NONE_BYTE_II,
                                       TD_VTYPE_NULL_BYTE_II,
                                   },
                                   {
                                       // 1 bit
                                       TD_VTYPE_NORM_BYTE_I,  // normal
                                       TD_VTYPE_NULL_BYTE_I,
                                       TD_VTYPE_NULL_BYTE_I,  // padding
                                   }

};

// declaration
static uint8_t tdGetBitmapByte(uint8_t byte);
static int32_t tdCompareColId(const void *arg1, const void *arg2);

// static void dataColSetNEleNull(SDataCol *pCol, int nEle);

/**
 * @brief src2 data has more priority than src1
 *
 * @param target
 * @param src1
 * @param iter1
 * @param limit1
 * @param src2
 * @param iter2
 * @param limit2
 * @param tRows
 * @param update
 */
static void tdMergeTwoDataCols(SDataCols *target, SDataCols *src1, int *iter1, int limit1, SDataCols *src2, int *iter2,
                               int limit2, int tRows, bool update);

// implementation
/**
 * @brief Compress bitmap bytes comprised of 2-bits to counterpart of 1-bit.
 * e.g.
 * TD_VTYPE_NORM 0x00U(00000000) to 00000000 Normal
 * TD_VTYPE_NULL 0x01U(00000001) to 00000001 Null
 * TD_VTYPE_NONE 0x02U(00000010) to 00000001 Null
 *
 * 00000000 0x00 0x00
 * 01000000 0x40 0x08
 * 10000000 0x80 0x08
 *  ...
 * @param byte
 * @return uint8_t
 */
static uint8_t tdGetMergedBitmapByte(uint8_t byte) {
  switch (byte) {
    case 0x00:
      return 0x00;
    case 0x40:
      return 0x08;
    case 0x80:
      return 0x08;
    case 0x10:
      return 0x04;
    case 0x50:
      return 0x0c;
    case 0x90:
      return 0x0c;
    case 0x20:
      return 0x04;
    case 0x60:
      return 0x0c;
    case 0xa0:
      return 0x0c;
    case 0x04:
      return 0x02;
    case 0x44:
      return 0x0a;
    case 0x84:
      return 0x0a;
    case 0x14:
      return 0x06;
    case 0x54:
      return 0x0e;
    case 0x94:
      return 0x0e;
    case 0x24:
      return 0x06;
    case 0x64:
      return 0x0e;
    case 0xa4:
      return 0x0e;
    case 0x08:
      return 0x02;
    case 0x48:
      return 0x0a;
    case 0x88:
      return 0x0a;
    case 0x18:
      return 0x06;
    case 0x58:
      return 0x0e;
    case 0x98:
      return 0x0e;
    case 0x28:
      return 0x06;
    case 0x68:
      return 0x0e;
    case 0xa8:
      return 0x0e;
    case 0x01:
      return 0x01;
    case 0x41:
      return 0x09;
    case 0x81:
      return 0x09;
    case 0x11:
      return 0x05;
    case 0x51:
      return 0x0d;
    case 0x91:
      return 0x0d;
    case 0x21:
      return 0x05;
    case 0x61:
      return 0x0d;
    case 0xa1:
      return 0x0d;
    case 0x05:
      return 0x03;
    case 0x45:
      return 0x0b;
    case 0x85:
      return 0x0b;
    case 0x15:
      return 0x07;
    case 0x55:
      return 0x0f;
    case 0x95:
      return 0x0f;
    case 0x25:
      return 0x07;
    case 0x65:
      return 0x0f;
    case 0xa5:
      return 0x0f;
    case 0x09:
      return 0x03;
    case 0x49:
      return 0x0b;
    case 0x89:
      return 0x0b;
    case 0x19:
      return 0x07;
    case 0x59:
      return 0x0f;
    case 0x99:
      return 0x0f;
    case 0x29:
      return 0x07;
    case 0x69:
      return 0x0f;
    case 0xa9:
      return 0x0f;
    case 0x02:
      return 0x01;
    case 0x42:
      return 0x09;
    case 0x82:
      return 0x09;
    case 0x12:
      return 0x05;
    case 0x52:
      return 0x0d;
    case 0x92:
      return 0x0d;
    case 0x22:
      return 0x05;
    case 0x62:
      return 0x0d;
    case 0xa2:
      return 0x0d;
    case 0x06:
      return 0x03;
    case 0x46:
      return 0x0b;
    case 0x86:
      return 0x0b;
    case 0x16:
      return 0x07;
    case 0x56:
      return 0x0f;
    case 0x96:
      return 0x0f;
    case 0x26:
      return 0x07;
    case 0x66:
      return 0x0f;
    case 0xa6:
      return 0x0f;
    case 0x0a:
      return 0x03;
    case 0x4a:
      return 0x0b;
    case 0x8a:
      return 0x0b;
    case 0x1a:
      return 0x07;
    case 0x5a:
      return 0x0f;
    case 0x9a:
      return 0x0f;
    case 0x2a:
      return 0x07;
    case 0x6a:
      return 0x0f;
    case 0xaa:
      return 0x0f;
    default:
      // make sure the bitmap area is set to 0 firstly
      ASSERT(0);
      return 0x0f;  // return NULL bitmap for exception
  }
}

/**
 * @brief Merge bitmap from 2 bits to 1 bit, and the memory buffer should be guaranteed by the invoker.
 *
 * @param srcBitmap
 * @param nBits
 * @param dstBitmap
 */
void tdMergeBitmap(uint8_t *srcBitmap, int32_t nBits, uint8_t *dstBitmap) {
  int32_t i = 0, j = 0;
  int32_t nBytes = TD_BITMAP_BYTES(nBits);
  int32_t nRoundBytes = nBits / 4;
  int32_t nRemainderBits = nBits - nRoundBytes * 4;

  switch (nRemainderBits) {
    case 0:
      // NOTHING TODO
      break;
    case 1: {
      void *lastByte = POINTER_SHIFT(srcBitmap, nRoundBytes);
      *(uint8_t *)lastByte &= 0xC0;
    } break;
    case 2: {
      void *lastByte = POINTER_SHIFT(srcBitmap, nRoundBytes);
      *(uint8_t *)lastByte &= 0xF0;
    } break;
    case 3: {
      void *lastByte = POINTER_SHIFT(srcBitmap, nRoundBytes);
      *(uint8_t *)lastByte &= 0xFC;
    } break;
    default:
      ASSERT(0);
  }

  if (nBytes > 0) {
    dstBitmap[j] = (tdGetMergedBitmapByte(srcBitmap[i]) << 4);
  }

  while ((++i) < nBytes) {
    if ((i & 1) == 0) {
      dstBitmap[j] = (tdGetMergedBitmapByte(srcBitmap[i]) << 4);
    } else {
      dstBitmap[j] |= tdGetMergedBitmapByte(srcBitmap[i]);
      ++j;
    }
  }
}

static FORCE_INLINE void dataColSetNullAt(SDataCol *pCol, int index, bool setBitmap, int8_t bitmapMode) {
  if (IS_VAR_DATA_TYPE(pCol->type)) {
    pCol->dataOff[index] = pCol->len;
    char *ptr = POINTER_SHIFT(pCol->pData, pCol->len);
    setVardataNull(ptr, pCol->type);
    pCol->len += varDataTLen(ptr);
  } else {
    setNull(POINTER_SHIFT(pCol->pData, TYPE_BYTES[pCol->type] * index), pCol->type, pCol->bytes);
    pCol->len += TYPE_BYTES[pCol->type];
  }
  if (setBitmap) {
    tdSetBitmapValType(pCol->pBitmap, index, TD_VTYPE_NONE, bitmapMode);
  }
}

// static void dataColSetNEleNull(SDataCol *pCol, int nEle) {
//   if (IS_VAR_DATA_TYPE(pCol->type)) {
//     pCol->len = 0;
//     for (int i = 0; i < nEle; i++) {
//       dataColSetNullAt(pCol, i);
//     }
//   } else {
//     setNullN(pCol->pData, pCol->type, pCol->bytes, nEle);
//     pCol->len = TYPE_BYTES[pCol->type] * nEle;
//   }
// }

/**
 * @brief Set bitmap area by byte preferentially and then by bit.
 *
 * @param pBitmap
 * @param nEle
 * @param valType
 * @param bitmapMode 0 for 2 bits, 1 for 1 bit
 * @return int32_t
 */
int32_t tdSetBitmapValTypeN(void *pBitmap, int16_t nEle, TDRowValT valType, int8_t bitmapMode) {
  TASSERT(valType < TD_VTYPE_MAX);
  int32_t nBytes = (bitmapMode == 0 ? nEle / TD_VTYPE_PARTS : nEle / TD_VTYPE_PARTS_I);
  uint8_t vTypeByte = tdVTypeByte[bitmapMode][valType];
  for (int i = 0; i < nBytes; ++i) {
    *(uint8_t *)pBitmap = vTypeByte;
    pBitmap = POINTER_SHIFT(pBitmap, 1);
  }

  int32_t nLeft = nEle - nBytes * (bitmapMode == 0 ? TD_VTYPE_BITS : TD_VTYPE_BITS_I);
  for (int j = 0; j < nLeft; ++j) {
    tdSetBitmapValType(pBitmap, j, valType, bitmapMode);
  }
  return TSDB_CODE_SUCCESS;
}

bool tdIsBitmapBlkNorm(const void *pBitmap, int32_t numOfBits, int8_t bitmapMode) {
  int32_t nBytes = (bitmapMode == 0 ? numOfBits / TD_VTYPE_PARTS : numOfBits / TD_VTYPE_PARTS_I);
  uint8_t vTypeByte = tdVTypeByte[bitmapMode][TD_VTYPE_NORM];
  uint8_t *qBitmap = (uint8_t*)pBitmap;
  for (int i = 0; i < nBytes; ++i) {
    if (*qBitmap != vTypeByte) {
      return false;
    }
    qBitmap = (uint8_t *)POINTER_SHIFT(pBitmap, i);
  }

  int32_t nLeft = numOfBits - nBytes * (bitmapMode == 0 ? TD_VTYPE_BITS : TD_VTYPE_BITS_I);

  for (int j = 0; j < nLeft; ++j) {
    uint8_t vType;
    tdGetBitmapValType(qBitmap, j, &vType, bitmapMode);
    if (vType != TD_VTYPE_NORM) {
      return false;
    }
  }
  return true;
}

static FORCE_INLINE void dataColSetNoneAt(SDataCol *pCol, int index, bool setBitmap, int8_t bitmapMode) {
  if (IS_VAR_DATA_TYPE(pCol->type)) {
    pCol->dataOff[index] = pCol->len;
    char *ptr = POINTER_SHIFT(pCol->pData, pCol->len);
    setVardataNull(ptr, pCol->type);
    pCol->len += varDataTLen(ptr);
  } else {
    setNull(POINTER_SHIFT(pCol->pData, TYPE_BYTES[pCol->type] * index), pCol->type, pCol->bytes);
    pCol->len += TYPE_BYTES[pCol->type];
  }
  if (setBitmap) {
    tdSetBitmapValType(pCol->pBitmap, index, TD_VTYPE_NONE, bitmapMode);
  }
}

static void dataColSetNEleNone(SDataCol *pCol, int nEle, int8_t bitmapMode) {
  if (IS_VAR_DATA_TYPE(pCol->type)) {
    pCol->len = 0;
    for (int i = 0; i < nEle; ++i) {
      dataColSetNoneAt(pCol, i, false, bitmapMode);
    }
  } else {
    setNullN(pCol->pData, pCol->type, pCol->bytes, nEle);
    pCol->len = TYPE_BYTES[pCol->type] * nEle;
  }
#ifdef TD_SUPPORT_BITMAP
  tdSetBitmapValTypeN(pCol->pBitmap, nEle, TD_VTYPE_NONE, bitmapMode);
#endif
}

#if 0
void trbSetRowInfo(SRowBuilder *pRB, bool del, uint16_t sver) {
  // TODO
}

void trbSetRowVersion(SRowBuilder *pRB, uint64_t ver) {
  // TODO
}

void trbSetRowTS(SRowBuilder *pRB, TSKEY ts) {
  // TODO
}

int trbWriteCol(SRowBuilder *pRB, void *pData, col_id_t cid) {
  // TODO
  return 0;
}

#endif

STSRow *tdRowDup(STSRow *row) {
  STSRow *trow = taosMemoryMalloc(TD_ROW_LEN(row));
  if (trow == NULL) return NULL;

  tdRowCpy(trow, row);
  return trow;
}

/**
 * @brief
 *
 * @param pCol
 * @param valType
 * @param val
 * @param numOfRows
 * @param maxPoints
 * @param bitmapMode default is 0(2 bits), otherwise 1(1 bit)
 * @param isMerge merge to current row
 * @return int
 */
int tdAppendValToDataCol(SDataCol *pCol, TDRowValT valType, const void *val, int numOfRows, int maxPoints,
                         int8_t bitmapMode, bool isMerge) {
  TASSERT(pCol != NULL);

  // Assume that the columns not specified during insert/upsert mean None.
  if (isAllRowsNone(pCol)) {
    if (tdValIsNone(valType)) {
      // all None value yet, just return
      return 0;
    }

    if (tdAllocMemForCol(pCol, maxPoints) < 0) return -1;
    if (numOfRows > 0) {
      // Find the first not None value, fill all previous values as None
      dataColSetNEleNone(pCol, numOfRows, bitmapMode);
    }
  }
  const void *value = val;
  if (!tdValTypeIsNorm(valType) || !val) {
    // TODO:
    // 1. back compatibility and easy to debug with codes of 2.0 to save NULL values.
    // 2. later on, considering further optimization, don't save Null/None for VarType.
    value = getNullValue(pCol->type);
  }
  if (!isMerge) {
    if (IS_VAR_DATA_TYPE(pCol->type)) {
      // set offset
      pCol->dataOff[numOfRows] = pCol->len;
      // Copy data
      memcpy(POINTER_SHIFT(pCol->pData, pCol->len), value, varDataTLen(value));
      // Update the length
      pCol->len += varDataTLen(value);
    } else {
      ASSERT(pCol->len == TYPE_BYTES[pCol->type] * numOfRows);
      memcpy(POINTER_SHIFT(pCol->pData, pCol->len), value, pCol->bytes);
      pCol->len += pCol->bytes;
    }
  } else if (!tdValTypeIsNone(valType)) {
    if (IS_VAR_DATA_TYPE(pCol->type)) {
      // keep the last offset
      // discard the last var data
      int32_t lastVarLen = varDataTLen(POINTER_SHIFT(pCol->pData, pCol->dataOff[numOfRows]));
      pCol->len -= lastVarLen;
      // Copy data
      memcpy(POINTER_SHIFT(pCol->pData, pCol->len), value, varDataTLen(value));
      // Update the length
      pCol->len += varDataTLen(value);
    } else {
      ASSERT(pCol->len - TYPE_BYTES[pCol->type] == TYPE_BYTES[pCol->type] * numOfRows);
      memcpy(POINTER_SHIFT(pCol->pData, pCol->len - TYPE_BYTES[pCol->type]), value, pCol->bytes);
    }
  }

#ifdef TD_SUPPORT_BITMAP
  if (!isMerge || !tdValTypeIsNone(valType)) {
    tdSetBitmapValType(pCol->pBitmap, numOfRows, valType, bitmapMode);
  }
#endif
  return 0;
}

// internal
static int32_t tdAppendTpRowToDataCol(STSRow *pRow, STSchema *pSchema, SDataCols *pCols, bool isMerge) {
#if 0
  ASSERT(pCols->numOfRows == 0 || dataColsKeyLast(pCols) < TD_ROW_KEY(pRow));
#endif

  // Multi-Version rows with the same key and different versions supported
  ASSERT(pCols->numOfRows == 0 || dataColsKeyLast(pCols) <= TD_ROW_KEY(pRow));

  int   rcol = 1;
  int   dcol = 1;
  void *pBitmap = tdGetBitmapAddrTp(pRow, pSchema->flen);

  SDataCol *pDataCol = &(pCols->cols[0]);
  ASSERT(pDataCol->colId == PRIMARYKEY_TIMESTAMP_COL_ID);
  tdAppendValToDataCol(pDataCol, TD_VTYPE_NORM, &pRow->ts, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                       isMerge);

  while (dcol < pCols->numOfCols) {
    pDataCol = &(pCols->cols[dcol]);
    if (rcol >= schemaNCols(pSchema)) {
      tdAppendValToDataCol(pDataCol, TD_VTYPE_NULL, NULL, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
      continue;
    }

    STColumn *pRowCol = schemaColAt(pSchema, rcol);
    SCellVal  sVal = {0};
    if (pRowCol->colId == pDataCol->colId) {
      if (tdGetTpRowValOfCol(&sVal, pRow, pBitmap, pRowCol->type, pRowCol->offset - sizeof(TSKEY), rcol - 1) < 0) {
        return terrno;
      }
      tdAppendValToDataCol(pDataCol, sVal.valType, sVal.val, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
      ++rcol;
    } else if (pRowCol->colId < pDataCol->colId) {
      ++rcol;
    } else {
      tdAppendValToDataCol(pDataCol, TD_VTYPE_NULL, NULL, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
    }
  }
#if 0  
  ++pCols->numOfRows;
#endif

  return TSDB_CODE_SUCCESS;
}
// internal
static int32_t tdAppendKvRowToDataCol(STSRow *pRow, STSchema *pSchema, SDataCols *pCols, bool isMerge) {
  ASSERT(pCols->numOfRows == 0 || dataColsKeyLast(pCols) < TD_ROW_KEY(pRow));

  int   rcol = 0;
  int   dcol = 1;
  int   tRowCols = tdRowGetNCols(pRow) - 1;  // the primary TS key not included in kvRowColIdx part
  int   tSchemaCols = schemaNCols(pSchema) - 1;
  void *pBitmap = tdGetBitmapAddrKv(pRow, tdRowGetNCols(pRow));

  SDataCol *pDataCol = &(pCols->cols[0]);
  ASSERT(pDataCol->colId == PRIMARYKEY_TIMESTAMP_COL_ID);
  tdAppendValToDataCol(pDataCol, TD_VTYPE_NORM, &pRow->ts, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                       isMerge);

  while (dcol < pCols->numOfCols) {
    pDataCol = &(pCols->cols[dcol]);
    if (rcol >= tRowCols || rcol >= tSchemaCols) {
      tdAppendValToDataCol(pDataCol, TD_VTYPE_NULL, NULL, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
      continue;
    }

    SKvRowIdx *pIdx = tdKvRowColIdxAt(pRow, rcol);
    int16_t    colIdx = -1;
    if (pIdx) {
      colIdx = POINTER_DISTANCE(pIdx, TD_ROW_COL_IDX(pRow)) / sizeof(SKvRowIdx);
    }
    TASSERT(colIdx >= 0);
    SCellVal sVal = {0};
    if (pIdx->colId == pDataCol->colId) {
      if (tdGetKvRowValOfCol(&sVal, pRow, pBitmap, pIdx->offset, colIdx) < 0) {
        return terrno;
      }
      tdAppendValToDataCol(pDataCol, sVal.valType, sVal.val, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
      ++rcol;
    } else if (pIdx->colId < pDataCol->colId) {
      ++rcol;
    } else {
      tdAppendValToDataCol(pDataCol, TD_VTYPE_NULL, NULL, pCols->numOfRows, pCols->maxPoints, pCols->bitmapMode,
                           isMerge);
      ++dcol;
    }
  }
#if 0
  ++pCols->numOfRows;
#endif

  return TSDB_CODE_SUCCESS;
}

/**
 * @brief exposed
 *
 * @param pRow
 * @param pSchema
 * @param pCols
 */
int32_t tdAppendSTSRowToDataCol(STSRow *pRow, STSchema *pSchema, SDataCols *pCols, bool isMerge) {
  if (TD_IS_TP_ROW(pRow)) {
    return tdAppendTpRowToDataCol(pRow, pSchema, pCols, isMerge);
  } else if (TD_IS_KV_ROW(pRow)) {
    return tdAppendKvRowToDataCol(pRow, pSchema, pCols, isMerge);
  } else {
    ASSERT(0);
  }
  return TSDB_CODE_SUCCESS;
}

/**
 * @brief source data has more priority than target
 *
 * @param target
 * @param source
 * @param rowsToMerge
 * @param pOffset
 * @param update
 * @param maxVer
 * @return int
 */
int tdMergeDataCols(SDataCols *target, SDataCols *source, int rowsToMerge, int *pOffset, bool update,
                    TDRowVerT maxVer) {
  ASSERT(rowsToMerge > 0 && rowsToMerge <= source->numOfRows);
  ASSERT(target->numOfCols == source->numOfCols);
  int offset = 0;

  if (pOffset == NULL) {
    pOffset = &offset;
  }

  SDataCols *pTarget = NULL;

  if ((target->numOfRows == 0) || (dataColsKeyLast(target) < dataColsKeyAtRow(source, *pOffset))) {  // No overlap
    ASSERT(target->numOfRows + rowsToMerge <= target->maxPoints);
    // TODO: filter the maxVer
    TSKEY lastKey = TSKEY_INITIAL_VAL;
    for (int i = 0; i < rowsToMerge; ++i) {
      bool merge = false;
      for (int j = 0; j < source->numOfCols; j++) {
        if (source->cols[j].len > 0 || target->cols[j].len > 0) {
          SCellVal sVal = {0};
          if (tdGetColDataOfRow(&sVal, source->cols + j, i + (*pOffset), source->bitmapMode) < 0) {
            TASSERT(0);
          }

          if (j == 0) {
            if (lastKey == *(TSKEY *)sVal.val) {
              if (!update) {
                break;
              }
              merge = true;
            } else if (lastKey != TSKEY_INITIAL_VAL) {
              ++target->numOfRows;
            }

            lastKey = *(TSKEY *)sVal.val;
          }
          if (i == 0) {
            (target->cols + j)->bitmap = (source->cols + j)->bitmap;
          }

          tdAppendValToDataCol(target->cols + j, sVal.valType, sVal.val, target->numOfRows, target->maxPoints,
                               target->bitmapMode, merge);
        }
      }
    }
    if (lastKey != TSKEY_INITIAL_VAL) {
      ++target->numOfRows;
    }
    (*pOffset) += rowsToMerge;
  } else {
    pTarget = tdDupDataCols(target, true);
    if (pTarget == NULL) goto _err;

    int iter1 = 0;
    tdMergeTwoDataCols(target, pTarget, &iter1, pTarget->numOfRows, source, pOffset, source->numOfRows,
                       pTarget->numOfRows + rowsToMerge, update);
  }

  tdFreeDataCols(pTarget);
  return 0;

_err:
  tdFreeDataCols(pTarget);
  return -1;
}

static void tdAppendValToDataCols(SDataCols *target, SDataCols *src, int iter, bool isMerge) {
  for (int i = 0; i < src->numOfCols; ++i) {
    ASSERT(target->cols[i].type == src->cols[i].type);
    if (src->cols[i].len > 0 || target->cols[i].len > 0) {
      SCellVal sVal = {0};
      if (tdGetColDataOfRow(&sVal, src->cols + i, iter, src->bitmapMode) < 0) {
        TASSERT(0);
      }
      if (isMerge) {
        if (!tdValTypeIsNone(sVal.valType)) {
          tdAppendValToDataCol(&(target->cols[i]), sVal.valType, sVal.val, target->numOfRows, target->maxPoints,
                               target->bitmapMode, isMerge);
        } else {
          // Keep the origin value for None
        }
      } else {
        tdAppendValToDataCol(&(target->cols[i]), sVal.valType, sVal.val, target->numOfRows, target->maxPoints,
                             target->bitmapMode, isMerge);
      }
    }
  }
}
/**
 * @brief src2 data has more priority than src1
 *
 * @param target
 * @param src1
 * @param iter1
 * @param limit1
 * @param src2
 * @param iter2
 * @param limit2
 * @param tRows
 * @param update
 */
static void tdMergeTwoDataCols(SDataCols *target, SDataCols *src1, int *iter1, int limit1, SDataCols *src2, int *iter2,
                               int limit2, int tRows, bool update) {
  tdResetDataCols(target);
  target->bitmapMode = src1->bitmapMode;
  ASSERT(limit1 <= src1->numOfRows && limit2 <= src2->numOfRows);
  int32_t nRows = 0;

  // TODO: filter the maxVer
  // TODO: handle the delete function
  TSKEY lastKey = TSKEY_INITIAL_VAL;
  while (nRows < tRows) {
    if (*iter1 >= limit1 && *iter2 >= limit2) break;

    TSKEY key1 = (*iter1 >= limit1) ? INT64_MAX : dataColsKeyAt(src1, *iter1);
    // TKEY  tkey1 = (*iter1 >= limit1) ? TKEY_NULL : dataColsTKeyAt(src1, *iter1);
    TSKEY key2 = (*iter2 >= limit2) ? INT64_MAX : dataColsKeyAt(src2, *iter2);
    // TKEY  tkey2 = (*iter2 >= limit2) ? TKEY_NULL : dataColsTKeyAt(src2, *iter2);

    // ASSERT(tkey1 == TKEY_NULL || (!TKEY_IS_DELETED(tkey1)));

    if (key1 <= key2) {
      // select key1 if not delete
      if (update && (lastKey == key1)) {
        tdAppendValToDataCols(target, src1, *iter1, true);
      } else if (lastKey != key1) {
        if (lastKey != TSKEY_INITIAL_VAL) {
          ++target->numOfRows;
        }
        tdAppendValToDataCols(target, src1, *iter1, false);
      }
      ++nRows;
      ++(*iter1);
      lastKey = key1;
    } else {
      // use key2 if not deleted
      // TODO: handle the delete function
      if (update && (lastKey == key2)) {
        tdAppendValToDataCols(target, src2, *iter2, true);
      } else if (lastKey != key2) {
        if (lastKey != TSKEY_INITIAL_VAL) {
          ++target->numOfRows;
        }
        tdAppendValToDataCols(target, src2, *iter2, false);
      }

      ++nRows;
      ++(*iter2);
      lastKey = key2;
    }

    ASSERT(target->numOfRows <= target->maxPoints - 1);
  }
  if (lastKey != TSKEY_INITIAL_VAL) {
    ++target->numOfRows;
  }
}

STSRow *mergeTwoRows(void *buffer, STSRow *row1, STSRow *row2, STSchema *pSchema1, STSchema *pSchema2) {
#if 0
  ASSERT(TD_ROW_KEY(row1) == TD_ROW_KEY(row2));
  ASSERT(schemaVersion(pSchema1) == TD_ROW_SVER(row1));
  ASSERT(schemaVersion(pSchema2) == TD_ROW_SVER(row2));
  ASSERT(schemaVersion(pSchema1) >= schemaVersion(pSchema2));
#endif

#if 0
  SArray *stashRow = taosArrayInit(pSchema1->numOfCols, sizeof(SColInfo));
  if (stashRow == NULL) {
    return NULL;
  }

  STSRow  pRow = buffer;
  STpRow dataRow = memRowDataBody(pRow);
  memRowSetType(pRow, SMEM_ROW_DATA);
  dataRowSetVersion(dataRow, schemaVersion(pSchema1));  // use latest schema version
  dataRowSetLen(dataRow, (TDRowLenT)(TD_DATA_ROW_HEAD_SIZE + pSchema1->flen));

  TDRowLenT dataLen = 0, kvLen = TD_MEM_ROW_KV_HEAD_SIZE;

  int32_t  i = 0;  // row1
  int32_t  j = 0;  // row2
  int32_t  nCols1 = schemaNCols(pSchema1);
  int32_t  nCols2 = schemaNCols(pSchema2);
  SColInfo colInfo = {0};
  int32_t  kvIdx1 = 0, kvIdx2 = 0;

  while (i < nCols1) {
    STColumn *pCol = schemaColAt(pSchema1, i);
    void *    val1 = tdGetMemRowDataOfColEx(row1, pCol->colId, pCol->type, TD_DATA_ROW_HEAD_SIZE + pCol->offset, &kvIdx1);
    // if val1 != NULL, use val1;
    if (val1 != NULL && !isNull(val1, pCol->type)) {
      tdAppendColVal(dataRow, val1, pCol->type, pCol->offset);
      kvLen += tdGetColAppendLen(SMEM_ROW_KV, val1, pCol->type);
      setSColInfo(&colInfo, pCol->colId, pCol->type, val1);
      taosArrayPush(stashRow, &colInfo);
      ++i;  // next col
      continue;
    }

    void *val2 = NULL;
    while (j < nCols2) {
      STColumn *tCol = schemaColAt(pSchema2, j);
      if (tCol->colId < pCol->colId) {
        ++j;
        continue;
      }
      if (tCol->colId == pCol->colId) {
        val2 = tdGetMemRowDataOfColEx(row2, tCol->colId, tCol->type, TD_DATA_ROW_HEAD_SIZE + tCol->offset, &kvIdx2);
      } else if (tCol->colId > pCol->colId) {
        // set NULL
      }
      break;
    }  // end of while(j<nCols2)
    if (val2 == NULL) {
      val2 = (void *)getNullValue(pCol->type);
    }
    tdAppendColVal(dataRow, val2, pCol->type, pCol->offset);
    if (!isNull(val2, pCol->type)) {
      kvLen += tdGetColAppendLen(SMEM_ROW_KV, val2, pCol->type);
      setSColInfo(&colInfo, pCol->colId, pCol->type, val2);
      taosArrayPush(stashRow, &colInfo);
    }

    ++i;  // next col
  }

  dataLen = TD_ROW_LEN(pRow);

  if (kvLen < dataLen) {
    // scan stashRow and generate SKVRow
    memset(buffer, 0, sizeof(dataLen));
    STSRow tRow = buffer;
    memRowSetType(tRow, SMEM_ROW_KV);
    SKVRow kvRow = (SKVRow)memRowKvBody(tRow);
    int16_t nKvNCols = (int16_t) taosArrayGetSize(stashRow);
    kvRowSetLen(kvRow, (TDRowLenT)(TD_KV_ROW_HEAD_SIZE + sizeof(SColIdx) * nKvNCols));
    kvRowSetNCols(kvRow, nKvNCols);
    memRowSetKvVersion(tRow, pSchema1->version);

    int32_t toffset = 0;
    int16_t k;
    for (k = 0; k < nKvNCols; ++k) {
      SColInfo *pColInfo = taosArrayGet(stashRow, k);
      tdAppendKvColVal(kvRow, pColInfo->colVal, true, pColInfo->colId, pColInfo->colType, toffset);
      toffset += sizeof(SColIdx);
    }
    ASSERT(kvLen == TD_ROW_LEN(tRow));
  }
  taosArrayDestroy(stashRow);
  return buffer;
#endif
  return NULL;
}

SDataCols *tdDupDataCols(SDataCols *pDataCols, bool keepData) {
  SDataCols *pRet = tdNewDataCols(pDataCols->maxCols, pDataCols->maxPoints);
  if (pRet == NULL) return NULL;

  pRet->numOfCols = pDataCols->numOfCols;
  pRet->bitmapMode = pDataCols->bitmapMode;
  pRet->sversion = pDataCols->sversion;
  if (keepData) pRet->numOfRows = pDataCols->numOfRows;

  for (int i = 0; i < pDataCols->numOfCols; ++i) {
    pRet->cols[i].type = pDataCols->cols[i].type;
    pRet->cols[i].bitmap = pDataCols->cols[i].bitmap;
    pRet->cols[i].colId = pDataCols->cols[i].colId;
    pRet->cols[i].bytes = pDataCols->cols[i].bytes;
    pRet->cols[i].offset = pDataCols->cols[i].offset;

    if (keepData) {
      if (pDataCols->cols[i].len > 0) {
        if (tdAllocMemForCol(&pRet->cols[i], pRet->maxPoints) < 0) {
          tdFreeDataCols(pRet);
          return NULL;
        }
        pRet->cols[i].len = pDataCols->cols[i].len;
        memcpy(pRet->cols[i].pData, pDataCols->cols[i].pData, pDataCols->cols[i].len);
        if (IS_VAR_DATA_TYPE(pRet->cols[i].type)) {
          int dataOffSize = sizeof(VarDataOffsetT) * pDataCols->maxPoints;
          memcpy(pRet->cols[i].dataOff, pDataCols->cols[i].dataOff, dataOffSize);
        }
        if (!TD_COL_ROWS_NORM(pRet->cols + i)) {
          memcpy(pRet->cols[i].pBitmap, pDataCols->cols[i].pBitmap, TD_BITMAP_BYTES(pDataCols->numOfRows));
        }
      }
    }
  }

  return pRet;
}

void tdSRowPrint(STSRow *row, STSchema *pSchema, const char *tag) {
  STSRowIter iter = {0};
  tdSTSRowIterInit(&iter, pSchema);
  tdSTSRowIterReset(&iter, row);
  printf("%s >>>type:%d,sver:%d ", tag, (int32_t)TD_ROW_TYPE(row), (int32_t)TD_ROW_SVER(row));
  for (int i = 0; i < pSchema->numOfCols; ++i) {
    STColumn *stCol = pSchema->columns + i;
    SCellVal  sVal = {255, NULL};
    if (!tdSTSRowIterNext(&iter, stCol->colId, stCol->type, &sVal)) {
      break;
    }
    ASSERT(sVal.valType == 0 || sVal.valType == 1 || sVal.valType == 2);
    tdSCellValPrint(&sVal, stCol->type);
  }
  printf("\n");
}

void tdSCellValPrint(SCellVal *pVal, int8_t colType) {
  if (tdValTypeIsNull(pVal->valType)) {
    printf("NULL ");
    return;
  } else if (tdValTypeIsNone(pVal->valType)) {
    printf("NONE ");
    return;
  }
  switch (colType) {
    case TSDB_DATA_TYPE_BOOL:
      printf("%s ", (*(int8_t *)pVal->val) == 0 ? "false" : "true");
      break;
    case TSDB_DATA_TYPE_TINYINT:
      printf("%" PRIi8 " ", *(int8_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_SMALLINT:
      printf("%" PRIi16 " ", *(int16_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_INT:
      printf("%" PRIi32 " ", *(int32_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_BIGINT:
      printf("%" PRIi64 " ", *(int64_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_FLOAT:
      printf("%f ", *(float *)pVal->val);
      break;
    case TSDB_DATA_TYPE_DOUBLE:
      printf("%lf ", *(double *)pVal->val);
      break;
    case TSDB_DATA_TYPE_VARCHAR:
      printf("VARCHAR ");
      break;
    case TSDB_DATA_TYPE_TIMESTAMP:
      printf("%" PRIi64 " ", *(int64_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_NCHAR:
      printf("NCHAR ");
      break;
    case TSDB_DATA_TYPE_UTINYINT:
      printf("%" PRIu8 " ", *(uint8_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_USMALLINT:
      printf("%" PRIu16 " ", *(uint16_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_UINT:
      printf("%" PRIu32 " ", *(uint32_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_UBIGINT:
      printf("%" PRIu64 " ", *(uint64_t *)pVal->val);
      break;
    case TSDB_DATA_TYPE_JSON:
      printf("JSON ");
      break;
    case TSDB_DATA_TYPE_VARBINARY:
      printf("VARBIN ");
      break;
    case TSDB_DATA_TYPE_DECIMAL:
      printf("DECIMAL ");
      break;
    case TSDB_DATA_TYPE_BLOB:
      printf("BLOB ");
      break;
    case TSDB_DATA_TYPE_MEDIUMBLOB:
      printf("MedBLOB ");
      break;
    // case TSDB_DATA_TYPE_BINARY:
    //   printf("BINARY ");
    //   break;
    case TSDB_DATA_TYPE_MAX:
      printf("UNDEF ");
      break;
    default:
      printf("UNDEF ");
      break;
  }
}

int32_t dataColGetNEleLen(SDataCol *pDataCol, int32_t rows, int8_t bitmapMode) {
  ASSERT(rows > 0);
  int32_t result = 0;

  if (IS_VAR_DATA_TYPE(pDataCol->type)) {
    result += pDataCol->dataOff[rows - 1];
    SCellVal val = {0};
    if (tdGetColDataOfRow(&val, pDataCol, rows - 1, bitmapMode) < 0) {
      TASSERT(0);
    }

    // Currently, count the varDataTLen in of Null/None cols considering back compatibility test for 2.4
    result += varDataTLen(val.val);
    // TODO: later on, don't save Null/None for VarDataT for 3.0
    // if (tdValTypeIsNorm(val.valType)) {
    //   result += varDataTLen(val.val);
    // }
  } else {
    result += TYPE_BYTES[pDataCol->type] * rows;
  }

  ASSERT(pDataCol->len == result);

  return result;
}

bool tdSKvRowGetVal(STSRow *pRow, col_id_t colId, uint32_t offset, col_id_t colIdx, SCellVal *pVal) {
  if (colId == PRIMARYKEY_TIMESTAMP_COL_ID) {
    tdRowSetVal(pVal, TD_VTYPE_NORM, TD_ROW_KEY_ADDR(pRow));
    return true;
  }
  void *pBitmap = tdGetBitmapAddrKv(pRow, tdRowGetNCols(pRow));
  tdGetKvRowValOfCol(pVal, pRow, pBitmap, offset, colIdx);
  return true;
}

bool tdSTpRowGetVal(STSRow *pRow, col_id_t colId, col_type_t colType, int32_t flen, uint32_t offset, col_id_t colIdx,
                    SCellVal *pVal) {
  if (colId == PRIMARYKEY_TIMESTAMP_COL_ID) {
    tdRowSetVal(pVal, TD_VTYPE_NORM, TD_ROW_KEY_ADDR(pRow));
    return true;
  }
  void *pBitmap = tdGetBitmapAddrTp(pRow, flen);
  tdGetTpRowValOfCol(pVal, pRow, pBitmap, colType, offset - sizeof(TSKEY), colIdx);
  return true;
}

int32_t tdGetColDataOfRow(SCellVal *pVal, SDataCol *pCol, int32_t row, int8_t bitmapMode) {
  if (isAllRowsNone(pCol)) {
    pVal->valType = TD_VTYPE_NONE;
#ifdef TD_SUPPORT_READ2
    pVal->val = (void *)getNullValue(pCol->type);
#else
    pVal->val = NULL;
#endif
    return TSDB_CODE_SUCCESS;
  }

  if (TD_COL_ROWS_NORM(pCol)) {
    pVal->valType = TD_VTYPE_NORM;
  } else if (tdGetBitmapValType(pCol->pBitmap, row, &(pVal->valType), bitmapMode) < 0) {
    return terrno;
  }

  if (tdValTypeIsNorm(pVal->valType)) {
    if (IS_VAR_DATA_TYPE(pCol->type)) {
      pVal->val = POINTER_SHIFT(pCol->pData, pCol->dataOff[row]);
    } else {
      pVal->val = POINTER_SHIFT(pCol->pData, TYPE_BYTES[pCol->type] * row);
    }
  } else {
    pVal->valType = TD_VTYPE_NULL;
#ifdef TD_SUPPORT_READ2
    pVal->val = (void *)getNullValue(pCol->type);
#else
    pVal->val = NULL;
#endif
  }
  return TSDB_CODE_SUCCESS;
}

bool tdSTSRowIterNext(STSRowIter *pIter, col_id_t colId, col_type_t colType, SCellVal *pVal) {
  if (colId == PRIMARYKEY_TIMESTAMP_COL_ID) {
    pVal->val = &pIter->pRow->ts;
    pVal->valType = TD_VTYPE_NORM;
    return true;
  }

  if (TD_IS_TP_ROW(pIter->pRow)) {
    STColumn *pCol = NULL;
    STSchema *pSchema = pIter->pSchema;
    while (pIter->colIdx < pSchema->numOfCols) {
      pCol = &pSchema->columns[pIter->colIdx];  // 1st column of schema is primary TS key
      if (colId == pCol->colId) {
        break;
      } else if (pCol->colId < colId) {
        ++pIter->colIdx;
        continue;
      } else {
        return false;
      }
    }
    tdGetTpRowDataOfCol(pIter, pCol->type, pCol->offset - sizeof(TSKEY), pVal);
    ++pIter->colIdx;
  } else if (TD_IS_KV_ROW(pIter->pRow)) {
    return tdGetKvRowValOfColEx(pIter, colId, colType, &pIter->kvIdx, pVal);
  } else {
    pVal->valType = TD_VTYPE_NONE;
    terrno = TSDB_CODE_INVALID_PARA;
    if (COL_REACH_END(colId, pIter->maxColId)) return false;
  }
  return true;
}

bool tdGetKvRowValOfColEx(STSRowIter *pIter, col_id_t colId, col_type_t colType, col_id_t *nIdx, SCellVal *pVal) {
  STSRow    *pRow = pIter->pRow;
  SKvRowIdx *pKvIdx = NULL;
  bool       colFound = false;
  col_id_t   kvNCols = tdRowGetNCols(pRow) - 1;
  while (*nIdx < kvNCols) {
    pKvIdx = (SKvRowIdx *)POINTER_SHIFT(TD_ROW_COL_IDX(pRow), *nIdx * sizeof(SKvRowIdx));
    if (pKvIdx->colId == colId) {
      ++(*nIdx);
      pVal->val = POINTER_SHIFT(pRow, pKvIdx->offset);
      colFound = true;
      break;
    } else if (pKvIdx->colId > colId) {
      pVal->valType = TD_VTYPE_NONE;
      return true;
    } else {
      ++(*nIdx);
    }
  }

  if (!colFound) {
    if (colId <= pIter->maxColId) {
      pVal->valType = TD_VTYPE_NONE;
      return true;
    } else {
      return false;
    }
  }

#ifdef TD_SUPPORT_BITMAP
  int16_t colIdx = -1;
  if (pKvIdx) colIdx = POINTER_DISTANCE(pKvIdx, TD_ROW_COL_IDX(pRow)) / sizeof(SKvRowIdx);
  if (tdGetBitmapValType(pIter->pBitmap, colIdx, &pVal->valType, 0) != TSDB_CODE_SUCCESS) {
    pVal->valType = TD_VTYPE_NONE;
  }
#else
  pVal->valType = isNull(pVal->val, colType) ? TD_VTYPE_NULL : TD_VTYPE_NORM;
#endif

  return true;
}

bool tdGetTpRowDataOfCol(STSRowIter *pIter, col_type_t colType, int32_t offset, SCellVal *pVal) {
  STSRow *pRow = pIter->pRow;
  if (IS_VAR_DATA_TYPE(colType)) {
    pVal->val = POINTER_SHIFT(pRow, *(VarDataOffsetT *)POINTER_SHIFT(TD_ROW_DATA(pRow), offset));
  } else {
    pVal->val = POINTER_SHIFT(TD_ROW_DATA(pRow), offset);
  }

#ifdef TD_SUPPORT_BITMAP
  if (tdGetBitmapValType(pIter->pBitmap, pIter->colIdx - 1, &pVal->valType, 0) != TSDB_CODE_SUCCESS) {
    pVal->valType = TD_VTYPE_NONE;
  }
#else
  pVal->valType = isNull(pVal->val, colType) ? TD_VTYPE_NULL : TD_VTYPE_NORM;
#endif

  return true;
}

static FORCE_INLINE int32_t compareKvRowColId(const void *key1, const void *key2) {
  if (*(col_id_t *)key1 > ((SKvRowIdx *)key2)->colId) {
    return 1;
  } else if (*(col_id_t *)key1 < ((SKvRowIdx *)key2)->colId) {
    return -1;
  } else {
    return 0;
  }
}

bool tdSTSRowGetVal(STSRowIter *pIter, col_id_t colId, col_type_t colType, SCellVal *pVal) {
  if (colId == PRIMARYKEY_TIMESTAMP_COL_ID) {
    pVal->val = &pIter->pRow->ts;
    pVal->valType = TD_VTYPE_NORM;
    return true;
  }

  STSRow *pRow = pIter->pRow;
  int16_t colIdx = -1;
  if (TD_IS_TP_ROW(pRow)) {
    STSchema *pSchema = pIter->pSchema;
    STColumn *pCol =
        (STColumn *)taosbsearch(&colId, pSchema->columns, pSchema->numOfCols, sizeof(STColumn), tdCompareColId, TD_EQ);
    if (!pCol) {
      pVal->valType = TD_VTYPE_NONE;
      if (COL_REACH_END(colId, pIter->maxColId)) return false;
      return true;
    }
#ifdef TD_SUPPORT_BITMAP
    colIdx = POINTER_DISTANCE(pCol, pSchema->columns) / sizeof(STColumn);
#endif
    tdGetTpRowValOfCol(pVal, pRow, pIter->pBitmap, pCol->type, pCol->offset - sizeof(TSKEY), colIdx - 1);
  } else if (TD_IS_KV_ROW(pRow)) {
    SKvRowIdx *pIdx = (SKvRowIdx *)taosbsearch(&colId, TD_ROW_COL_IDX(pRow), tdRowGetNCols(pRow), sizeof(SKvRowIdx),
                                               compareKvRowColId, TD_EQ);
#ifdef TD_SUPPORT_BITMAP
    if (pIdx) {
      colIdx = POINTER_DISTANCE(pIdx, TD_ROW_COL_IDX(pRow)) / sizeof(SKvRowIdx);
    }
#endif
    tdGetKvRowValOfCol(pVal, pRow, pIter->pBitmap, pIdx ? pIdx->offset : -1, colIdx);
  } else {
    if (COL_REACH_END(colId, pIter->maxColId)) return false;
    pVal->valType = TD_VTYPE_NONE;
  }

  return true;
}

static int32_t tdCompareColId(const void *arg1, const void *arg2) {
  int32_t   colId = *(int32_t *)arg1;
  STColumn *pCol = (STColumn *)arg2;

  if (colId < pCol->colId) {
    return -1;
  } else if (colId == pCol->colId) {
    return 0;
  } else {
    return 1;
  }
}

int32_t tdGetBitmapValTypeII(const void *pBitmap, int16_t colIdx, TDRowValT *pValType) {
  if (!pBitmap || colIdx < 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  int16_t nBytes = colIdx / TD_VTYPE_PARTS;
  int16_t nOffset = colIdx & TD_VTYPE_OPTR;
  char   *pDestByte = (char *)POINTER_SHIFT(pBitmap, nBytes);
  // use literal value directly and not use formula to simplify the codes
  switch (nOffset) {
    case 0:
      *pValType = (((*pDestByte) & 0xC0) >> 6);
      break;
    case 1:
      *pValType = (((*pDestByte) & 0x30) >> 4);
      break;
    case 2:
      *pValType = (((*pDestByte) & 0x0C) >> 2);
      break;
    case 3:
      *pValType = ((*pDestByte) & 0x03);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdGetBitmapValTypeI(const void *pBitmap, int16_t colIdx, TDRowValT *pValType) {
  if (!pBitmap || colIdx < 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  int16_t nBytes = colIdx / TD_VTYPE_PARTS_I;
  int16_t nOffset = colIdx & TD_VTYPE_OPTR_I;
  char   *pDestByte = (char *)POINTER_SHIFT(pBitmap, nBytes);
  // use literal value directly and not use formula to simplify the codes
  switch (nOffset) {
    case 0:
      *pValType = (((*pDestByte) & 0x80) >> 7);
      break;
    case 1:
      *pValType = (((*pDestByte) & 0x40) >> 6);
      break;
    case 2:
      *pValType = (((*pDestByte) & 0x20) >> 5);
      break;
    case 3:
      *pValType = (((*pDestByte) & 0x10) >> 4);
      break;
    case 4:
      *pValType = (((*pDestByte) & 0x08) >> 3);
      break;
    case 5:
      *pValType = (((*pDestByte) & 0x04) >> 2);
      break;
    case 6:
      *pValType = (((*pDestByte) & 0x02) >> 1);
      break;
    case 7:
      *pValType = ((*pDestByte) & 0x01);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdSetBitmapValTypeI(void *pBitmap, int16_t colIdx, TDRowValT valType) {
  if (!pBitmap || colIdx < 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  int16_t nBytes = colIdx / TD_VTYPE_PARTS_I;
  int16_t nOffset = colIdx & TD_VTYPE_OPTR_I;
  char   *pDestByte = (char *)POINTER_SHIFT(pBitmap, nBytes);
  // use literal value directly and not use formula to simplify the codes
  switch (nOffset) {
    case 0:
      *pDestByte = ((*pDestByte) & 0x7F) | (valType << 7);
      // set the value and clear other partitions for offset 0
      // *pDestByte |= (valType << 7);
      break;
    case 1:
      *pDestByte = ((*pDestByte) & 0xBF) | (valType << 6);
      // *pDestByte |= (valType << 6);
      break;
    case 2:
      *pDestByte = ((*pDestByte) & 0xDF) | (valType << 5);
      // *pDestByte |= (valType << 5);
      break;
    case 3:
      *pDestByte = ((*pDestByte) & 0xEF) | (valType << 4);
      // *pDestByte |= (valType << 4);
      break;
    case 4:
      *pDestByte = ((*pDestByte) & 0xF7) | (valType << 3);
      // *pDestByte |= (valType << 3);
      break;
    case 5:
      *pDestByte = ((*pDestByte) & 0xFB) | (valType << 2);
      // *pDestByte |= (valType << 2);
      break;
    case 6:
      *pDestByte = ((*pDestByte) & 0xFD) | (valType << 1);
      // *pDestByte |= (valType << 1);
      break;
    case 7:
      *pDestByte = ((*pDestByte) & 0xFE) | valType;
      // *pDestByte |= (valType);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdGetKvRowValOfCol(SCellVal *output, STSRow *pRow, void *pBitmap, int32_t offset, int16_t colIdx) {
#ifdef TD_SUPPORT_BITMAP
  TASSERT(colIdx < tdRowGetNCols(pRow) - 1);
  if (tdGetBitmapValType(pBitmap, colIdx, &output->valType, 0) != TSDB_CODE_SUCCESS) {
    output->valType = TD_VTYPE_NONE;
    return terrno;
  }
  if (tdValTypeIsNorm(output->valType)) {
    if (offset < 0) {
      terrno = TSDB_CODE_INVALID_PARA;
      output->valType = TD_VTYPE_NONE;
      return terrno;
    }
    output->val = POINTER_SHIFT(pRow, offset);
  }
#else
  TASSERT(0);
  if (offset < 0) {
    terrno = TSDB_CODE_INVALID_PARA;
    output->valType = TD_VTYPE_NONE;
    return terrno;
  }
  output->val = POINTER_SHIFT(pRow, offset);
  output->valType = isNull(output->val, colType) ? TD_VTYPE_NULL : TD_VTYPE_NORM;
#endif
  return TSDB_CODE_SUCCESS;
}

int32_t tdGetTpRowValOfCol(SCellVal *output, STSRow *pRow, void *pBitmap, int8_t colType, int32_t offset,
                           int16_t colIdx) {
#ifdef TD_SUPPORT_BITMAP
  if (tdGetBitmapValType(pBitmap, colIdx, &output->valType, 0) != TSDB_CODE_SUCCESS) {
    output->valType = TD_VTYPE_NONE;
    return terrno;
  }
  if (tdValTypeIsNorm(output->valType)) {
    if (IS_VAR_DATA_TYPE(colType)) {
      output->val = POINTER_SHIFT(pRow, *(VarDataOffsetT *)POINTER_SHIFT(TD_ROW_DATA(pRow), offset));
    } else {
      output->val = POINTER_SHIFT(TD_ROW_DATA(pRow), offset);
    }
  }
#else
  if (IS_VAR_DATA_TYPE(colType)) {
    output->val = POINTER_SHIFT(pRow, *(VarDataOffsetT *)POINTER_SHIFT(TD_ROW_DATA(pRow), offset));
  } else {
    output->val = POINTER_SHIFT(TD_ROW_DATA(pRow), offset);
  }
  output->valType = isNull(output->val, colType) ? TD_VTYPE_NULL : TD_VTYPE_NORM;
#endif
  return TSDB_CODE_SUCCESS;
}

int32_t tdAppendColValToRow(SRowBuilder *pBuilder, col_id_t colId, int8_t colType, TDRowValT valType, const void *val,
                            bool isCopyVarData, int32_t offset, col_id_t colIdx) {
  STSRow *pRow = pBuilder->pBuf;
  if (!val) {
#ifdef TD_SUPPORT_BITMAP
    if (tdValTypeIsNorm(valType)) {
      terrno = TSDB_CODE_INVALID_PTR;
      return terrno;
    }
#else
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
#endif
  }
  // TS KEY is stored in STSRow.ts and not included in STSRow.data field.
  if (colId == PRIMARYKEY_TIMESTAMP_COL_ID) {
    TD_ROW_KEY(pRow) = *(TSKEY *)val;
    // The primary TS key is Norm all the time, thus its valType is not stored in bitmap.
    return TSDB_CODE_SUCCESS;
  }
  // TODO:  We can avoid the type judegement by FP, but would prevent the inline scheme.
  if (TD_IS_TP_ROW(pRow)) {
    tdAppendColValToTpRow(pBuilder, valType, val, isCopyVarData, colType, colIdx, offset);
  } else {
    tdAppendColValToKvRow(pBuilder, valType, val, isCopyVarData, colType, colIdx, offset, colId);
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdAppendColValToKvRow(SRowBuilder *pBuilder, TDRowValT valType, const void *val, bool isCopyVarData,
                              int8_t colType, int16_t colIdx, int32_t offset, col_id_t colId) {
  if ((offset < (int32_t)sizeof(SKvRowIdx)) || (colIdx < 1)) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  offset -= sizeof(SKvRowIdx);
  --colIdx;

#ifdef TD_SUPPORT_BITMAP
  if (tdSetBitmapValType(pBuilder->pBitmap, colIdx, valType, 0) != TSDB_CODE_SUCCESS) {
    return terrno;
  }
#endif

  STSRow *row = pBuilder->pBuf;
  // No need to store None/Null values.
  if (tdValIsNorm(valType, val, colType)) {
    // ts key stored in STSRow.ts
    SKvRowIdx *pColIdx = (SKvRowIdx *)POINTER_SHIFT(TD_ROW_COL_IDX(row), offset);
    char      *ptr = (char *)POINTER_SHIFT(row, TD_ROW_LEN(row));
    pColIdx->colId = colId;
    pColIdx->offset = TD_ROW_LEN(row);  // the offset include the TD_ROW_HEAD_LEN

    if (IS_VAR_DATA_TYPE(colType)) {
      if (isCopyVarData) {
        memcpy(ptr, val, varDataTLen(val));
      }
      TD_ROW_LEN(row) += varDataTLen(val);
    } else {
      memcpy(ptr, val, TYPE_BYTES[colType]);
      TD_ROW_LEN(row) += TYPE_BYTES[colType];
    }
  }
#ifdef TD_SUPPORT_BACK2
  // NULL/None value
  else {
    SKvRowIdx *pColIdx = (SKvRowIdx *)POINTER_SHIFT(TD_ROW_COL_IDX(row), offset);
    char      *ptr = (char *)POINTER_SHIFT(row, TD_ROW_LEN(row));
    pColIdx->colId = colId;
    pColIdx->offset = TD_ROW_LEN(row);  // the offset include the TD_ROW_HEAD_LEN
    const void *nullVal = getNullValue(colType);

    if (IS_VAR_DATA_TYPE(colType)) {
      if (isCopyVarData) {
        memcpy(ptr, nullVal, varDataTLen(nullVal));
      }
      TD_ROW_LEN(row) += varDataTLen(nullVal);
    } else {
      memcpy(ptr, nullVal, TYPE_BYTES[colType]);
      TD_ROW_LEN(row) += TYPE_BYTES[colType];
    }
  }
#endif

  return 0;
}

int32_t tdAppendColValToTpRow(SRowBuilder *pBuilder, TDRowValT valType, const void *val, bool isCopyVarData,
                              int8_t colType, int16_t colIdx, int32_t offset) {
  if ((offset < (int32_t)sizeof(TSKEY)) || (colIdx < 1)) {
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  offset -= sizeof(TSKEY);
  --colIdx;

#ifdef TD_SUPPORT_BITMAP
  if (tdSetBitmapValType(pBuilder->pBitmap, colIdx, valType, 0) != TSDB_CODE_SUCCESS) {
    return terrno;
  }
#endif

  STSRow *row = pBuilder->pBuf;

  // 1. No need to set flen part for Null/None, just use bitmap. When upsert for the same primary TS key, the bitmap
  // should be updated simultaneously if Norm val overwrite Null/None cols.
  // 2. When consume STSRow in memory by taos client/tq, the output of Null/None cols should both be Null.
  if (tdValIsNorm(valType, val, colType)) {
    // TODO: The layout of new data types imported since 3.0 like blob/medium blob is the same with binary/nchar.
    if (IS_VAR_DATA_TYPE(colType)) {
      // ts key stored in STSRow.ts
      *(VarDataOffsetT *)POINTER_SHIFT(TD_ROW_DATA(row), offset) = TD_ROW_LEN(row);
      if (isCopyVarData) {
        memcpy(POINTER_SHIFT(row, TD_ROW_LEN(row)), val, varDataTLen(val));
      }
      TD_ROW_LEN(row) += varDataTLen(val);
    } else {
      memcpy(POINTER_SHIFT(TD_ROW_DATA(row), offset), val, TYPE_BYTES[colType]);
    }
  }
#ifdef TD_SUPPORT_BACK2
  // NULL/None value
  else {
    // TODO: Null value for new data types imported since 3.0 need to be defined.
    const void *nullVal = getNullValue(colType);
    if (IS_VAR_DATA_TYPE(colType)) {
      // ts key stored in STSRow.ts
      *(VarDataOffsetT *)POINTER_SHIFT(TD_ROW_DATA(row), offset) = TD_ROW_LEN(row);

      if (isCopyVarData) {
        memcpy(POINTER_SHIFT(row, TD_ROW_LEN(row)), nullVal, varDataTLen(nullVal));
      }
      TD_ROW_LEN(row) += varDataTLen(nullVal);
    } else {
      memcpy(POINTER_SHIFT(TD_ROW_DATA(row), offset), nullVal, TYPE_BYTES[colType]);
    }
  }
#endif

  return 0;
}

int32_t tdSRowSetExtendedInfo(SRowBuilder *pBuilder, int32_t nCols, int32_t nBoundCols, int32_t flen,
                              int32_t allNullLen, int32_t boundNullLen) {
  if ((boundNullLen > 0) && (allNullLen > 0) && (nBoundCols > 0)) {
    uint32_t tpLen = allNullLen;
    uint32_t kvLen = sizeof(col_id_t) + sizeof(SKvRowIdx) * nBoundCols + boundNullLen;
    if (isSelectKVRow(kvLen, tpLen)) {
      pBuilder->rowType = TD_ROW_KV;
    } else {
      pBuilder->rowType = TD_ROW_TP;
    }

  } else {
    pBuilder->rowType = TD_ROW_TP;
  }

  pBuilder->flen = flen;
  pBuilder->nCols = nCols;
  pBuilder->nBoundCols = nBoundCols;
  if (pBuilder->flen <= 0 || pBuilder->nCols <= 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
#ifdef TD_SUPPORT_BITMAP
  // the primary TS key is stored separatedly
  pBuilder->nBitmaps = (col_id_t)TD_BITMAP_BYTES(pBuilder->nCols - 1);
  if (nBoundCols > 0) {
    pBuilder->nBoundBitmaps = (col_id_t)TD_BITMAP_BYTES(pBuilder->nBoundCols - 1);
  } else {
    pBuilder->nBoundBitmaps = 0;
  }
#else
  pBuilder->nBitmaps = 0;
  pBuilder->nBoundBitmaps = 0;
#endif
  return TSDB_CODE_SUCCESS;
}

int32_t tdSRowResetBuf(SRowBuilder *pBuilder, void *pBuf) {
  pBuilder->pBuf = (STSRow *)pBuf;
  if (!pBuilder->pBuf) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }

  TD_ROW_SET_INFO(pBuilder->pBuf, 0);
  TD_ROW_SET_TYPE(pBuilder->pBuf, pBuilder->rowType);

  TASSERT(pBuilder->nBitmaps > 0 && pBuilder->flen > 0);

  uint32_t len = 0;
  switch (pBuilder->rowType) {
    case TD_ROW_TP:
#ifdef TD_SUPPORT_BITMAP
      pBuilder->pBitmap = tdGetBitmapAddrTp(pBuilder->pBuf, pBuilder->flen);
      memset(pBuilder->pBitmap, TD_VTYPE_NONE_BYTE_II, pBuilder->nBitmaps);
#endif
      // the primary TS key is stored separatedly
      len = TD_ROW_HEAD_LEN + pBuilder->flen - sizeof(TSKEY) + pBuilder->nBitmaps;
      TD_ROW_SET_LEN(pBuilder->pBuf, len);
      TD_ROW_SET_SVER(pBuilder->pBuf, pBuilder->sver);
      break;
    case TD_ROW_KV:
#ifdef TD_SUPPORT_BITMAP
      pBuilder->pBitmap = tdGetBitmapAddrKv(pBuilder->pBuf, pBuilder->nBoundCols);
      memset(pBuilder->pBitmap, TD_VTYPE_NONE_BYTE_II, pBuilder->nBoundBitmaps);
#endif
      len = TD_ROW_HEAD_LEN + TD_ROW_NCOLS_LEN + (pBuilder->nBoundCols - 1) * sizeof(SKvRowIdx) +
            pBuilder->nBoundBitmaps;  // add
      TD_ROW_SET_LEN(pBuilder->pBuf, len);
      TD_ROW_SET_SVER(pBuilder->pBuf, pBuilder->sver);
      TD_ROW_SET_NCOLS(pBuilder->pBuf, pBuilder->nBoundCols);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }

  return TSDB_CODE_SUCCESS;
}

int32_t tdSRowGetBuf(SRowBuilder *pBuilder, void *pBuf) {
  pBuilder->pBuf = (STSRow *)pBuf;
  if (!pBuilder->pBuf) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }

  TASSERT(pBuilder->nBitmaps > 0 && pBuilder->flen > 0);

  uint32_t len = 0;
  switch (pBuilder->rowType) {
    case TD_ROW_TP:
#ifdef TD_SUPPORT_BITMAP
      pBuilder->pBitmap = tdGetBitmapAddrTp(pBuilder->pBuf, pBuilder->flen);
#endif
      break;
    case TD_ROW_KV:
#ifdef TD_SUPPORT_BITMAP
      pBuilder->pBitmap = tdGetBitmapAddrKv(pBuilder->pBuf, pBuilder->nBoundCols);
#endif
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdSRowInitEx(SRowBuilder *pBuilder, void *pBuf, uint32_t allNullLen, uint32_t boundNullLen, int32_t nCols,
                     int32_t nBoundCols, int32_t flen) {
  if (tdSRowSetExtendedInfo(pBuilder, allNullLen, boundNullLen, nCols, nBoundCols, flen) < 0) {
    return terrno;
  }
  return tdSRowResetBuf(pBuilder, pBuf);
}

void tdSRowReset(SRowBuilder *pBuilder) {
  pBuilder->rowType = TD_ROW_TP;
  pBuilder->pBuf = NULL;
  pBuilder->nBoundCols = -1;
  pBuilder->nCols = -1;
  pBuilder->flen = -1;
  pBuilder->pBitmap = NULL;
}

int32_t tdSRowSetTpInfo(SRowBuilder *pBuilder, int32_t nCols, int32_t flen) {
  pBuilder->flen = flen;
  pBuilder->nCols = nCols;
  if (pBuilder->flen <= 0 || pBuilder->nCols <= 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
#ifdef TD_SUPPORT_BITMAP
  // the primary TS key is stored separatedly
  pBuilder->nBitmaps = (int16_t)TD_BITMAP_BYTES(pBuilder->nCols - 1);
#else
  pBuilder->nBitmaps = 0;
  pBuilder->nBoundBitmaps = 0;
#endif
  return TSDB_CODE_SUCCESS;
}

int32_t tdSRowSetInfo(SRowBuilder *pBuilder, int32_t nCols, int32_t nBoundCols, int32_t flen) {
  pBuilder->flen = flen;
  pBuilder->nCols = nCols;
  pBuilder->nBoundCols = nBoundCols;
  if (pBuilder->flen <= 0 || pBuilder->nCols <= 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
#ifdef TD_SUPPORT_BITMAP
  // the primary TS key is stored separatedly
  pBuilder->nBitmaps = (int16_t)TD_BITMAP_BYTES(pBuilder->nCols - 1);
  if (nBoundCols > 0) {
    pBuilder->nBoundBitmaps = (int16_t)TD_BITMAP_BYTES(pBuilder->nBoundCols - 1);
  } else {
    pBuilder->nBoundBitmaps = 0;
  }
#else
  pBuilder->nBitmaps = 0;
  pBuilder->nBoundBitmaps = 0;
#endif
  return TSDB_CODE_SUCCESS;
}

int32_t tdGetBitmapValType(const void *pBitmap, int16_t colIdx, TDRowValT *pValType, int8_t bitmapMode) {
  switch (bitmapMode) {
    case 0:
      tdGetBitmapValTypeII(pBitmap, colIdx, pValType);
      break;
    case -1:
    case 1:
      tdGetBitmapValTypeI(pBitmap, colIdx, pValType);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return TSDB_CODE_FAILED;
  }
  return TSDB_CODE_SUCCESS;
}

bool tdIsBitmapValTypeNorm(const void *pBitmap, int16_t idx, int8_t bitmapMode) {
  TDRowValT valType = 0;
  tdGetBitmapValType(pBitmap, idx, &valType, bitmapMode);
  if (tdValTypeIsNorm(valType)) {
    return true;
  }
  return false;
}

int32_t tdSetBitmapValTypeII(void *pBitmap, int16_t colIdx, TDRowValT valType) {
  if (!pBitmap || colIdx < 0) {
    TASSERT(0);
    terrno = TSDB_CODE_INVALID_PARA;
    return terrno;
  }
  int16_t nBytes = colIdx / TD_VTYPE_PARTS;
  int16_t nOffset = colIdx & TD_VTYPE_OPTR;
  char   *pDestByte = (char *)POINTER_SHIFT(pBitmap, nBytes);
  // use literal value directly and not use formula to simplify the codes
  switch (nOffset) {
    case 0:
      *pDestByte = ((*pDestByte) & 0x3F) | (valType << 6);
      // set the value and clear other partitions for offset 0
      // *pDestByte |= (valType << 6);
      break;
    case 1:
      *pDestByte = ((*pDestByte) & 0xCF) | (valType << 4);
      // *pDestByte |= (valType << 4);
      break;
    case 2:
      *pDestByte = ((*pDestByte) & 0xF3) | (valType << 2);
      // *pDestByte |= (valType << 2);
      break;
    case 3:
      *pDestByte = ((*pDestByte) & 0xFC) | valType;
      // *pDestByte |= (valType);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return terrno;
  }
  return TSDB_CODE_SUCCESS;
}

int32_t tdSetBitmapValType(void *pBitmap, int16_t colIdx, TDRowValT valType, int8_t bitmapMode) {
  switch (bitmapMode) {
    case 0:
      tdSetBitmapValTypeII(pBitmap, colIdx, valType);
      break;
    case -1:
    case 1:
      tdSetBitmapValTypeI(pBitmap, colIdx, valType);
      break;
    default:
      TASSERT(0);
      terrno = TSDB_CODE_INVALID_PARA;
      return TSDB_CODE_FAILED;
  }
  return TSDB_CODE_SUCCESS;
}

void *tdGetBitmapAddr(STSRow *pRow, uint8_t rowType, uint32_t flen, col_id_t nKvCols) {
#ifdef TD_SUPPORT_BITMAP
  switch (rowType) {
    case TD_ROW_TP:
      return tdGetBitmapAddrTp(pRow, flen);
    case TD_ROW_KV:
      return tdGetBitmapAddrKv(pRow, nKvCols);
    default:
      break;
  }
#endif
  return NULL;
}

void tdSTSRowIterReset(STSRowIter *pIter, STSRow *pRow) {
  pIter->pRow = pRow;
  pIter->pBitmap = tdGetBitmapAddr(pRow, pRow->type, pIter->pSchema->flen, tdRowGetNCols(pRow));
  pIter->offset = 0;
  pIter->colIdx = PRIMARYKEY_TIMESTAMP_COL_ID;
  pIter->kvIdx = 0;
}

void tdSTSRowIterInit(STSRowIter *pIter, STSchema *pSchema) {
  pIter->pSchema = pSchema;
  pIter->maxColId = pSchema->columns[pSchema->numOfCols - 1].colId;
}