builtins.c 113.0 KB
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/*
 * Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
 *
 * This program is free software: you can use, redistribute, and/or modify
 * it under the terms of the GNU Affero General Public License, version 3
 * or later ("AGPL"), as published by the Free Software Foundation.
 *
 * This program is distributed in the hope that it will be useful, but WITHOUT
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 * FITNESS FOR A PARTICULAR PURPOSE.
 *
 * You should have received a copy of the GNU Affero General Public License
 * along with this program. If not, see <http://www.gnu.org/licenses/>.
 */

#include "builtins.h"
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#include "builtinsimpl.h"
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#include "cJSON.h"
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#include "querynodes.h"
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#include "scalar.h"
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#include "taoserror.h"
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#include "ttime.h"
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static int32_t buildFuncErrMsg(char* pErrBuf, int32_t len, int32_t errCode, const char* pFormat, ...) {
  va_list vArgList;
  va_start(vArgList, pFormat);
  vsnprintf(pErrBuf, len, pFormat, vArgList);
  va_end(vArgList);
  return errCode;
}

static int32_t invaildFuncParaNumErrMsg(char* pErrBuf, int32_t len, const char* pFuncName) {
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  return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_PARA_NUM, "Invalid number of parameters : %s", pFuncName);
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}

static int32_t invaildFuncParaTypeErrMsg(char* pErrBuf, int32_t len, const char* pFuncName) {
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  return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_PARA_TYPE, "Invalid parameter data type : %s", pFuncName);
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}

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static int32_t invaildFuncParaValueErrMsg(char* pErrBuf, int32_t len, const char* pFuncName) {
  return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_PARA_VALUE, "Invalid parameter value : %s", pFuncName);
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}

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#define TIME_UNIT_INVALID   1
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#define TIME_UNIT_TOO_SMALL 2

static int32_t validateTimeUnitParam(uint8_t dbPrec, const SValueNode* pVal) {
  if (!pVal->isDuration) {
    return TIME_UNIT_INVALID;
  }

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  if (TSDB_TIME_PRECISION_MILLI == dbPrec &&
      (0 == strcasecmp(pVal->literal, "1u") || 0 == strcasecmp(pVal->literal, "1b"))) {
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    return TIME_UNIT_TOO_SMALL;
  }

  if (TSDB_TIME_PRECISION_MICRO == dbPrec && 0 == strcasecmp(pVal->literal, "1b")) {
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    return TIME_UNIT_TOO_SMALL;
  }

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  if (pVal->literal[0] != '1' ||
      (pVal->literal[1] != 'u' && pVal->literal[1] != 'a' && pVal->literal[1] != 's' && pVal->literal[1] != 'm' &&
       pVal->literal[1] != 'h' && pVal->literal[1] != 'd' && pVal->literal[1] != 'w' && pVal->literal[1] != 'b')) {
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    return TIME_UNIT_INVALID;
  }

  return TSDB_CODE_SUCCESS;
}

/* Following are valid ISO-8601 timezone format:
 * 1 z/Z
 * 2 ±hh:mm
 * 3 ±hhmm
 * 4 ±hh
 *
 */

static bool validateHourRange(int8_t hour) {
  if (hour < 0 || hour > 12) {
    return false;
  }

  return true;
}

static bool validateMinuteRange(int8_t hour, int8_t minute, char sign) {
  if (minute == 0 || (minute == 30 && (hour == 3 || hour == 5) && sign == '+')) {
    return true;
  }

  return false;
}

static bool validateTimestampDigits(const SValueNode* pVal) {
  if (!IS_INTEGER_TYPE(pVal->node.resType.type)) {
    return false;
  }

  int64_t tsVal = pVal->datum.i;
  char    fraction[20] = {0};
  NUM_TO_STRING(pVal->node.resType.type, &tsVal, sizeof(fraction), fraction);
  int32_t tsDigits = (int32_t)strlen(fraction);

  if (tsDigits > TSDB_TIME_PRECISION_SEC_DIGITS) {
    if (tsDigits == TSDB_TIME_PRECISION_MILLI_DIGITS || tsDigits == TSDB_TIME_PRECISION_MICRO_DIGITS ||
        tsDigits == TSDB_TIME_PRECISION_NANO_DIGITS) {
      return true;
    } else {
      return false;
    }
  }

  return true;
}

static bool validateTimezoneFormat(const SValueNode* pVal) {
  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }

  char*   tz = varDataVal(pVal->datum.p);
  int32_t len = varDataLen(pVal->datum.p);

  char   buf[3] = {0};
  int8_t hour = -1, minute = -1;
  if (len == 0) {
    return false;
  } else if (len == 1 && (tz[0] == 'z' || tz[0] == 'Z')) {
    return true;
  } else if ((tz[0] == '+' || tz[0] == '-')) {
    switch (len) {
      case 3:
      case 5: {
        for (int32_t i = 1; i < len; ++i) {
          if (!isdigit(tz[i])) {
            return false;
          }

          if (i == 2) {
            memcpy(buf, &tz[i - 1], 2);
            hour = taosStr2Int8(buf, NULL, 10);
            if (!validateHourRange(hour)) {
              return false;
            }
          } else if (i == 4) {
            memcpy(buf, &tz[i - 1], 2);
            minute = taosStr2Int8(buf, NULL, 10);
            if (!validateMinuteRange(hour, minute, tz[0])) {
              return false;
            }
          }
        }
        break;
      }
      case 6: {
        for (int32_t i = 1; i < len; ++i) {
          if (i == 3) {
            if (tz[i] != ':') {
              return false;
            }
            continue;
          }

          if (!isdigit(tz[i])) {
            return false;
          }

          if (i == 2) {
            memcpy(buf, &tz[i - 1], 2);
            hour = taosStr2Int8(buf, NULL, 10);
            if (!validateHourRange(hour)) {
              return false;
            }
          } else if (i == 5) {
            memcpy(buf, &tz[i - 1], 2);
            minute = taosStr2Int8(buf, NULL, 10);
            if (!validateMinuteRange(hour, minute, tz[0])) {
              return false;
            }
          }
        }
        break;
      }
      default: {
        return false;
      }
    }
  } else {
    return false;
  }

  return true;
}

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static int32_t countTrailingSpaces(const SValueNode* pVal, bool isLtrim) {
  int32_t numOfSpaces = 0;
  int32_t len = varDataLen(pVal->datum.p);
  char*   str = varDataVal(pVal->datum.p);

  int32_t startPos = isLtrim ? 0 : len - 1;
  int32_t step = isLtrim ? 1 : -1;
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  for (int32_t i = startPos; i < len || i >= 0; i += step) {
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    if (!isspace(str[i])) {
      break;
    }
    numOfSpaces++;
  }

  return numOfSpaces;

}

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void static addTimezoneParam(SNodeList* pList) {
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  char      buf[6] = {0};
  time_t    t = taosTime(NULL);
  struct tm tmInfo;
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  taosLocalTime(&t, &tmInfo);
  strftime(buf, sizeof(buf), "%z", &tmInfo);
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  int32_t len = (int32_t)strlen(buf);

  SValueNode* pVal = (SValueNode*)nodesMakeNode(QUERY_NODE_VALUE);
  pVal->literal = strndup(buf, len);
  pVal->isDuration = false;
  pVal->translate = true;
  pVal->node.resType.type = TSDB_DATA_TYPE_BINARY;
  pVal->node.resType.bytes = len + VARSTR_HEADER_SIZE;
  pVal->node.resType.precision = TSDB_TIME_PRECISION_MILLI;
  pVal->datum.p = taosMemoryCalloc(1, len + VARSTR_HEADER_SIZE + 1);
  varDataSetLen(pVal->datum.p, len);
  strncpy(varDataVal(pVal->datum.p), pVal->literal, len);

  nodesListAppend(pList, (SNode*)pVal);
}

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void static addDbPrecisonParam(SNodeList** pList, uint8_t precision) {
  SValueNode* pVal = (SValueNode*)nodesMakeNode(QUERY_NODE_VALUE);
  pVal->literal = NULL;
  pVal->isDuration = false;
  pVal->translate = true;
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  pVal->notReserved = true;
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  pVal->node.resType.type = TSDB_DATA_TYPE_TINYINT;
  pVal->node.resType.bytes = tDataTypes[TSDB_DATA_TYPE_TINYINT].bytes;
  pVal->node.resType.precision = precision;
  pVal->datum.i = (int64_t)precision;
  pVal->typeData = (int64_t)precision;

  nodesListMakeAppend(pList, (SNode*)pVal);
}

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// There is only one parameter of numeric type, and the return type is parameter type
static int32_t translateInOutNum(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
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  if (!IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
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  } else if (IS_NULL_TYPE(paraType)) {
    paraType = TSDB_DATA_TYPE_BIGINT;
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  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[paraType].bytes, .type = paraType};
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  return TSDB_CODE_SUCCESS;
}

// There is only one parameter of numeric type, and the return type is double type
static int32_t translateInNumOutDou(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
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  if (!IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
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  return TSDB_CODE_SUCCESS;
}

// There are two parameters of numeric type, and the return type is double type
static int32_t translateIn2NumOutDou(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (2 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
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  if ((!IS_NUMERIC_TYPE(para1Type) && !IS_NULL_TYPE(para1Type)) ||
      (!IS_NUMERIC_TYPE(para2Type) && !IS_NULL_TYPE(para2Type))) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
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  return TSDB_CODE_SUCCESS;
}

// There is only one parameter of string type, and the return type is parameter type
static int32_t translateInOutStr(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
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  if (!IS_STR_DATA_TYPE(pPara1->resType.type)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = pPara1->resType.bytes, .type = pPara1->resType.type};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTrimStr(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isLtrim) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
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  if (!IS_STR_DATA_TYPE(pPara1->resType.type)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  int32_t numOfSpaces = 0;
  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 0);
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  // for select trim functions with constant value from table,
  // need to set the proper result result schema bytes to avoid
  // trailing garbage characters
  if (nodeType(pParamNode1) == QUERY_NODE_VALUE) {
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    SValueNode* pValue = (SValueNode*)pParamNode1;
    numOfSpaces = countTrailingSpaces(pValue, isLtrim);
  }


  int32_t resBytes = pPara1->resType.bytes - numOfSpaces;
  pFunc->node.resType = (SDataType){.bytes = resBytes, .type = pPara1->resType.type};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateLtrim(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateTrimStr(pFunc, pErrBuf, len, true);
}

static int32_t translateRtrim(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateTrimStr(pFunc, pErrBuf, len, false);
}

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static int32_t translateLogarithm(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
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  if (!IS_NUMERIC_TYPE(para1Type) && !IS_NULL_TYPE(para1Type)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  if (2 == numOfParams) {
    uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
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    if (!IS_NUMERIC_TYPE(para2Type) && !IS_NULL_TYPE(para2Type)) {
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      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateCount(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
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  return TSDB_CODE_SUCCESS;
}

static int32_t translateSum(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
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  if (!IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t resType = 0;
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  if (IS_SIGNED_NUMERIC_TYPE(paraType) || TSDB_DATA_TYPE_BOOL == paraType || IS_NULL_TYPE(paraType)) {
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    resType = TSDB_DATA_TYPE_BIGINT;
  } else if (IS_UNSIGNED_NUMERIC_TYPE(paraType)) {
    resType = TSDB_DATA_TYPE_UBIGINT;
  } else if (IS_FLOAT_TYPE(paraType)) {
    resType = TSDB_DATA_TYPE_DOUBLE;
  }
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateAvgPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = getAvgInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateAvgMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (TSDB_DATA_TYPE_BINARY != paraType) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};

  return TSDB_CODE_SUCCESS;
}

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static int32_t translateStddevPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = getStddevInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateStddevMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (TSDB_DATA_TYPE_BINARY != paraType) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};

  return TSDB_CODE_SUCCESS;
}

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static int32_t translateWduration(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // pseudo column do not need to check parameters
  pFunc->node.resType = (SDataType){.bytes = sizeof(int64_t), .type = TSDB_DATA_TYPE_BIGINT};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateNowToday(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  // pseudo column do not need to check parameters
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  // add database precision as param
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  uint8_t dbPrec = pFunc->node.resType.precision;
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);

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  pFunc->node.resType = (SDataType){.bytes = sizeof(int64_t), .type = TSDB_DATA_TYPE_TIMESTAMP};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimePseudoColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // pseudo column do not need to check parameters
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  pFunc->node.resType = (SDataType){.bytes = sizeof(int64_t), .type = TSDB_DATA_TYPE_TIMESTAMP};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTimezone(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  pFunc->node.resType = (SDataType){.bytes = TD_TIMEZONE_LEN, .type = TSDB_DATA_TYPE_BINARY};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translatePercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (2 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1
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  SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1);

  if (pValue->datum.i < 0 || pValue->datum.i > 100) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pValue->notReserved = true;

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  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
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  if (!IS_NUMERIC_TYPE(para1Type) || (!IS_SIGNED_NUMERIC_TYPE(para2Type) && !IS_UNSIGNED_NUMERIC_TYPE(para2Type))) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // set result type
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
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  return TSDB_CODE_SUCCESS;
}

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static bool validateApercentileAlgo(const SValueNode* pVal) {
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  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }
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  return (0 == strcasecmp(varDataVal(pVal->datum.p), "default") ||
          0 == strcasecmp(varDataVal(pVal->datum.p), "t-digest"));
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}

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static int32_t translateApercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1
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  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  if (nodeType(pParamNode1) != QUERY_NODE_VALUE) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
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  SValueNode* pValue = (SValueNode*)pParamNode1;
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  if (pValue->datum.i < 0 || pValue->datum.i > 100) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pValue->notReserved = true;
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  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
  if (!IS_NUMERIC_TYPE(para1Type) || !IS_INTEGER_TYPE(para2Type)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param2
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  if (3 == numOfParams) {
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    uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
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    if (!IS_STR_DATA_TYPE(para3Type)) {
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      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SNode* pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
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    if (QUERY_NODE_VALUE != nodeType(pParamNode2) || !validateApercentileAlgo((SValueNode*)pParamNode2)) {
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      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "Third parameter algorithm of apercentile must be 'default' or 't-digest'");
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    }
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    pValue = (SValueNode*)pParamNode2;
    pValue->notReserved = true;
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  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateApercentileImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);

  if (isPartial) {
    if (2 != numOfParams && 3 != numOfParams) {
      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }
    // param1
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (nodeType(pParamNode1) != QUERY_NODE_VALUE) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode1;
    if (pValue->datum.i < 0 || pValue->datum.i > 100) {
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }

    pValue->notReserved = true;

    uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
    uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (!IS_NUMERIC_TYPE(para1Type) || !IS_INTEGER_TYPE(para2Type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    // param2
    if (3 == numOfParams) {
      uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
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      if (!IS_STR_DATA_TYPE(para3Type)) {
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        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SNode* pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
      if (QUERY_NODE_VALUE != nodeType(pParamNode2) || !validateApercentileAlgo((SValueNode*)pParamNode2)) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "Third parameter algorithm of apercentile must be 'default' or 't-digest'");
      }

      pValue = (SValueNode*)pParamNode2;
      pValue->notReserved = true;
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getApercentileMaxSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
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  } else {
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    // original percent param is reserved
    if (2 != numOfParams) {
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      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }
    uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
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    uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (TSDB_DATA_TYPE_BINARY != para1Type || !IS_INTEGER_TYPE(para2Type)) {
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      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
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  }
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateApercentilePartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateApercentileImpl(pFunc, pErrBuf, len, true);
}
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static int32_t translateApercentileMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  return translateApercentileImpl(pFunc, pErrBuf, len, false);
}

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static int32_t translateTbnameColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // pseudo column do not need to check parameters
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  pFunc->node.resType =
      (SDataType){.bytes = TSDB_TABLE_FNAME_LEN - 1 + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_VARCHAR};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTopBot(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
  if (!IS_NUMERIC_TYPE(para1Type) || !IS_INTEGER_TYPE(para2Type)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1
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  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  if (nodeType(pParamNode1) != QUERY_NODE_VALUE) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SValueNode* pValue = (SValueNode*)pParamNode1;
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  if (!IS_INTEGER_TYPE(pValue->node.resType.type)) {
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    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  if (pValue->datum.i < 1 || pValue->datum.i > 100) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pValue->notReserved = true;

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  // set result type
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  SDataType* pType = &((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  pFunc->node.resType = (SDataType){.bytes = pType->bytes, .type = pType->type};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t reserveFirstMergeParam(SNodeList* pRawParameters, SNode* pPartialRes, SNodeList** pParameters) {
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  int32_t code = nodesListMakeAppend(pParameters, pPartialRes);
  if (TSDB_CODE_SUCCESS == code) {
    code = nodesListStrictAppend(*pParameters, nodesCloneNode(nodesListGetNode(pRawParameters, 1)));
  }
  return TSDB_CODE_SUCCESS;
}

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int32_t topBotCreateMergeParam(SNodeList* pRawParameters, SNode* pPartialRes, SNodeList** pParameters) {
  return reserveFirstMergeParam(pRawParameters, pPartialRes, pParameters);
}

int32_t apercentileCreateMergeParam(SNodeList* pRawParameters, SNode* pPartialRes, SNodeList** pParameters) {
  return reserveFirstMergeParam(pRawParameters, pPartialRes, pParameters);
}

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static int32_t translateSpread(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateSpreadImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (isPartial) {
    if (!IS_NUMERIC_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
    pFunc->node.resType = (SDataType){.bytes = getSpreadInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
  } else {
    if (TSDB_DATA_TYPE_BINARY != paraType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
    pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  }

  return TSDB_CODE_SUCCESS;
}

static int32_t translateSpreadPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateSpreadImpl(pFunc, pErrBuf, len, true);
}
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static int32_t translateSpreadMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateSpreadImpl(pFunc, pErrBuf, len, false);
}

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static int32_t translateElapsed(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  SNode* pPara1 = nodesListGetNode(pFunc->pParameterList, 0);
  if (QUERY_NODE_COLUMN != nodeType(pPara1) || PRIMARYKEY_TIMESTAMP_COL_ID != ((SColumnNode*)pPara1)->colId) {
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                           "The first parameter of the ELAPSED function can only be the timestamp primary key");
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  }

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  // param1
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  if (2 == numOfParams) {
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode1;

    pValue->notReserved = true;

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    if (!IS_INTEGER_TYPE(pValue->node.resType.type)) {
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      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
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    uint8_t dbPrec = pFunc->node.resType.precision;

767
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
768
    if (ret == TIME_UNIT_TOO_SMALL) {
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      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "ELAPSED function time unit parameter should be greater than db precision");
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    } else if (ret == TIME_UNIT_INVALID) {
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      return buildFuncErrMsg(
          pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
          "ELAPSED function time unit parameter should be one of the following: [1b, 1u, 1a, 1s, 1m, 1h, 1d, 1w]");
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    }
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  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateElapsedImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);

  if (isPartial) {
    if (1 != numOfParams && 2 != numOfParams) {
      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }

    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
    if (TSDB_DATA_TYPE_TIMESTAMP != paraType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    // param1
    if (2 == numOfParams) {
      SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
      if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SValueNode* pValue = (SValueNode*)pParamNode1;

      pValue->notReserved = true;

      paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
      if (!IS_INTEGER_TYPE(paraType)) {
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      if (pValue->datum.i == 0) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "ELAPSED function time unit parameter should be greater than db precision");
      }
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getElapsedInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
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  } else {
    if (1 != numOfParams) {
      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }

    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
    if (TSDB_DATA_TYPE_BINARY != paraType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
    pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  }
  return TSDB_CODE_SUCCESS;
}

static int32_t translateElapsedPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateElapsedImpl(pFunc, pErrBuf, len, true);
}

static int32_t translateElapsedMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateElapsedImpl(pFunc, pErrBuf, len, false);
}

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static int32_t translateLeastSQR(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
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    if (i > 0) {  // param1 & param2
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      if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SValueNode* pValue = (SValueNode*)pParamNode;

      pValue->notReserved = true;
    }

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    uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
    if (!IS_NUMERIC_TYPE(colType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

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  pFunc->node.resType = (SDataType){.bytes = 64, .type = TSDB_DATA_TYPE_BINARY};
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  return TSDB_CODE_SUCCESS;
}

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typedef enum { UNKNOWN_BIN = 0, USER_INPUT_BIN, LINEAR_BIN, LOG_BIN } EHistoBinType;

static int8_t validateHistogramBinType(char* binTypeStr) {
  int8_t binType;
  if (strcasecmp(binTypeStr, "user_input") == 0) {
    binType = USER_INPUT_BIN;
  } else if (strcasecmp(binTypeStr, "linear_bin") == 0) {
    binType = LINEAR_BIN;
  } else if (strcasecmp(binTypeStr, "log_bin") == 0) {
    binType = LOG_BIN;
  } else {
    binType = UNKNOWN_BIN;
  }

  return binType;
}

static bool validateHistogramBinDesc(char* binDescStr, int8_t binType, char* errMsg, int32_t msgLen) {
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  const char* msg1 = "HISTOGRAM function requires four parameters";
  const char* msg3 = "HISTOGRAM function invalid format for binDesc parameter";
  const char* msg4 = "HISTOGRAM function binDesc parameter \"count\" should be in range [1, 1000]";
  const char* msg5 = "HISTOGRAM function bin/parameter should be in range [-DBL_MAX, DBL_MAX]";
  const char* msg6 = "HISTOGRAM function binDesc parameter \"width\" cannot be 0";
  const char* msg7 = "HISTOGRAM function binDesc parameter \"start\" cannot be 0 with \"log_bin\" type";
  const char* msg8 = "HISTOGRAM function binDesc parameter \"factor\" cannot be negative or equal to 0/1";
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  cJSON*  binDesc = cJSON_Parse(binDescStr);
  int32_t numOfBins;
  double* intervals;
  if (cJSON_IsObject(binDesc)) { /* linaer/log bins */
    int32_t numOfParams = cJSON_GetArraySize(binDesc);
    int32_t startIndex;
    if (numOfParams != 4) {
      snprintf(errMsg, msgLen, "%s", msg1);
      return false;
    }

    cJSON* start = cJSON_GetObjectItem(binDesc, "start");
    cJSON* factor = cJSON_GetObjectItem(binDesc, "factor");
    cJSON* width = cJSON_GetObjectItem(binDesc, "width");
    cJSON* count = cJSON_GetObjectItem(binDesc, "count");
    cJSON* infinity = cJSON_GetObjectItem(binDesc, "infinity");

    if (!cJSON_IsNumber(start) || !cJSON_IsNumber(count) || !cJSON_IsBool(infinity)) {
      snprintf(errMsg, msgLen, "%s", msg3);
      return false;
    }

    if (count->valueint <= 0 || count->valueint > 1000) {  // limit count to 1000
      snprintf(errMsg, msgLen, "%s", msg4);
      return false;
    }

    if (isinf(start->valuedouble) || (width != NULL && isinf(width->valuedouble)) ||
        (factor != NULL && isinf(factor->valuedouble)) || (count != NULL && isinf(count->valuedouble))) {
      snprintf(errMsg, msgLen, "%s", msg5);
      return false;
    }

    int32_t counter = (int32_t)count->valueint;
    if (infinity->valueint == false) {
      startIndex = 0;
      numOfBins = counter + 1;
    } else {
      startIndex = 1;
      numOfBins = counter + 3;
    }

    intervals = taosMemoryCalloc(numOfBins, sizeof(double));
    if (cJSON_IsNumber(width) && factor == NULL && binType == LINEAR_BIN) {
      // linear bin process
      if (width->valuedouble == 0) {
        snprintf(errMsg, msgLen, "%s", msg6);
        taosMemoryFree(intervals);
        return false;
      }
      for (int i = 0; i < counter + 1; ++i) {
        intervals[startIndex] = start->valuedouble + i * width->valuedouble;
        if (isinf(intervals[startIndex])) {
          snprintf(errMsg, msgLen, "%s", msg5);
          taosMemoryFree(intervals);
          return false;
        }
        startIndex++;
      }
    } else if (cJSON_IsNumber(factor) && width == NULL && binType == LOG_BIN) {
      // log bin process
      if (start->valuedouble == 0) {
        snprintf(errMsg, msgLen, "%s", msg7);
        taosMemoryFree(intervals);
        return false;
      }
      if (factor->valuedouble < 0 || factor->valuedouble == 0 || factor->valuedouble == 1) {
        snprintf(errMsg, msgLen, "%s", msg8);
        taosMemoryFree(intervals);
        return false;
      }
      for (int i = 0; i < counter + 1; ++i) {
        intervals[startIndex] = start->valuedouble * pow(factor->valuedouble, i * 1.0);
        if (isinf(intervals[startIndex])) {
          snprintf(errMsg, msgLen, "%s", msg5);
          taosMemoryFree(intervals);
          return false;
        }
        startIndex++;
      }
    } else {
      snprintf(errMsg, msgLen, "%s", msg3);
      taosMemoryFree(intervals);
      return false;
    }

    if (infinity->valueint == true) {
      intervals[0] = -INFINITY;
      intervals[numOfBins - 1] = INFINITY;
      // in case of desc bin orders, -inf/inf should be swapped
      ASSERT(numOfBins >= 4);
      if (intervals[1] > intervals[numOfBins - 2]) {
        TSWAP(intervals[0], intervals[numOfBins - 1]);
      }
    }
  } else if (cJSON_IsArray(binDesc)) { /* user input bins */
    if (binType != USER_INPUT_BIN) {
      snprintf(errMsg, msgLen, "%s", msg3);
      return false;
    }
    numOfBins = cJSON_GetArraySize(binDesc);
    intervals = taosMemoryCalloc(numOfBins, sizeof(double));
    cJSON* bin = binDesc->child;
    if (bin == NULL) {
      snprintf(errMsg, msgLen, "%s", msg3);
      taosMemoryFree(intervals);
      return false;
    }
    int i = 0;
    while (bin) {
      intervals[i] = bin->valuedouble;
      if (!cJSON_IsNumber(bin)) {
        snprintf(errMsg, msgLen, "%s", msg3);
        taosMemoryFree(intervals);
        return false;
      }
      if (i != 0 && intervals[i] <= intervals[i - 1]) {
        snprintf(errMsg, msgLen, "%s", msg3);
        taosMemoryFree(intervals);
        return false;
      }
      bin = bin->next;
      i++;
    }
  } else {
    snprintf(errMsg, msgLen, "%s", msg3);
    return false;
  }

1024
  cJSON_Delete(binDesc);
1025 1026 1027 1028
  taosMemoryFree(intervals);
  return true;
}

1029
static int32_t translateHistogram(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1030 1031
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (4 != numOfParams) {
1032 1033 1034 1035 1036 1037 1038 1039
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1 ~ param3
1041 1042
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1043
      !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1044 1045 1046
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1047 1048
  int8_t binType;
  char*  binDesc;
1049 1050 1051 1052 1053 1054 1055 1056 1057 1058
  for (int32_t i = 1; i < numOfParams; ++i) {
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

    pValue->notReserved = true;

1059 1060 1061 1062 1063 1064 1065 1066 1067 1068
    if (i == 1) {
      binType = validateHistogramBinType(varDataVal(pValue->datum.p));
      if (binType == UNKNOWN_BIN) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "HISTOGRAM function binType parameter should be "
                               "\"user_input\", \"log_bin\" or \"linear_bin\"");
      }
    }

    if (i == 2) {
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      char errMsg[128] = {0};
1070 1071 1072 1073 1074 1075
      binDesc = varDataVal(pValue->datum.p);
      if (!validateHistogramBinDesc(binDesc, binType, errMsg, (int32_t)sizeof(errMsg))) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, errMsg);
      }
    }

1076
    if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1077 1078
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "HISTOGRAM function normalized parameter should be 0/1");
1079
    }
1080 1081
  }

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  pFunc->node.resType = (SDataType){.bytes = 512, .type = TSDB_DATA_TYPE_BINARY};
1083 1084 1085
  return TSDB_CODE_SUCCESS;
}

1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096 1097 1098
static int32_t translateHistogramImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (isPartial) {
    if (4 != numOfParams) {
      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }

    uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
    if (!IS_NUMERIC_TYPE(colType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    // param1 ~ param3
1099 1100
    if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
        ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1101
        !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1102 1103 1104
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1105 1106
    int8_t binType;
    char*  binDesc;
1107 1108 1109 1110 1111 1112 1113 1114 1115 1116
    for (int32_t i = 1; i < numOfParams; ++i) {
      SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
      if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SValueNode* pValue = (SValueNode*)pParamNode;

      pValue->notReserved = true;

1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131 1132 1133
      if (i == 1) {
        binType = validateHistogramBinType(varDataVal(pValue->datum.p));
        if (binType == UNKNOWN_BIN) {
          return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                                 "HISTOGRAM function binType parameter should be "
                                 "\"user_input\", \"log_bin\" or \"linear_bin\"");
        }
      }

      if (i == 2) {
        char errMsg[128] = {0};
        binDesc = varDataVal(pValue->datum.p);
        if (!validateHistogramBinDesc(binDesc, binType, errMsg, (int32_t)sizeof(errMsg))) {
          return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, errMsg);
        }
      }

1134
      if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1135 1136
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "HISTOGRAM function normalized parameter should be 0/1");
1137
      }
1138 1139
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getHistogramInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158
  } else {
    if (1 != numOfParams) {
      return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
    }

    if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type != TSDB_DATA_TYPE_BINARY) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    pFunc->node.resType = (SDataType){.bytes = 512, .type = TSDB_DATA_TYPE_BINARY};
  }
  return TSDB_CODE_SUCCESS;
}

static int32_t translateHistogramPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateHistogramImpl(pFunc, pErrBuf, len, true);
}
1159

1160 1161 1162 1163
static int32_t translateHistogramMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateHistogramImpl(pFunc, pErrBuf, len, false);
}

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static int32_t translateHLL(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1169
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
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  return TSDB_CODE_SUCCESS;
}

1173 1174 1175 1176 1177 1178
static int32_t translateHLLImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  if (isPartial) {
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    pFunc->node.resType =
        (SDataType){.bytes = getHistogramInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193 1194 1195
  } else {
    pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
  }

  return TSDB_CODE_SUCCESS;
}

static int32_t translateHLLPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateHLLImpl(pFunc, pErrBuf, len, true);
}

static int32_t translateHLLMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateHLLImpl(pFunc, pErrBuf, len, false);
}

1196 1197 1198 1199
static bool validateStateOper(const SValueNode* pVal) {
  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }
1200 1201 1202 1203
  return (
      0 == strncasecmp(varDataVal(pVal->datum.p), "GT", 2) || 0 == strncasecmp(varDataVal(pVal->datum.p), "GE", 2) ||
      0 == strncasecmp(varDataVal(pVal->datum.p), "LT", 2) || 0 == strncasecmp(varDataVal(pVal->datum.p), "LE", 2) ||
      0 == strncasecmp(varDataVal(pVal->datum.p), "EQ", 2) || 0 == strncasecmp(varDataVal(pVal->datum.p), "NE", 2));
1204 1205
}

1206
static int32_t translateStateCount(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1207 1208
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams) {
1209 1210 1211 1212 1213 1214 1215 1216
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1 & param2
1218 1219 1220 1221 1222 1223 1224 1225
  for (int32_t i = 1; i < numOfParams; ++i) {
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1226 1227
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1228
                             "Second parameter of STATECOUNT function"
1229 1230 1231
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
    }

1232 1233 1234
    pValue->notReserved = true;
  }

1235 1236 1237 1238 1239 1240
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BIGINT &&
       ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_DOUBLE)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // set result type
1242
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1243 1244 1245
  return TSDB_CODE_SUCCESS;
}

1246
static int32_t translateStateDuration(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1247 1248
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams && 4 != numOfParams) {
1249 1250 1251 1252 1253 1254 1255 1256
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1, param2 & param3
1258 1259 1260 1261 1262 1263 1264 1265
  for (int32_t i = 1; i < numOfParams; ++i) {
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1266 1267
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1268
                             "Second parameter of STATEDURATION function"
1269
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
1270 1271 1272
    } else if (i == 3 && pValue->datum.i == 0) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "STATEDURATION function time unit parameter should be greater than db precision");
1273 1274
    }

1275 1276 1277
    pValue->notReserved = true;
  }

1278 1279 1280 1281 1282 1283
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BIGINT &&
       ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_DOUBLE)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  if (numOfParams == 4 &&
      ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type != TSDB_DATA_TYPE_BIGINT) {
1286 1287 1288
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1289 1290 1291
  if (numOfParams == 4) {
    uint8_t dbPrec = pFunc->node.resType.precision;

1292
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 3));
1293 1294 1295 1296 1297
    if (ret == TIME_UNIT_TOO_SMALL) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "STATEDURATION function time unit parameter should be greater than db precision");
    } else if (ret == TIME_UNIT_INVALID) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
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                             "STATEDURATION function time unit parameter should be one of the following: [1b, 1u, 1a, "
                             "1s, 1m, 1h, 1d, 1w]");
1300 1301 1302
    }
  }

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  // set result type
1304
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1305 1306 1307
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateCsum(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
1310
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
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  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t resType;
  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  } else {
    if (IS_SIGNED_NUMERIC_TYPE(colType)) {
      resType = TSDB_DATA_TYPE_BIGINT;
    } else if (IS_UNSIGNED_NUMERIC_TYPE(colType)) {
      resType = TSDB_DATA_TYPE_UBIGINT;
    } else if (IS_FLOAT_TYPE(colType)) {
      resType = TSDB_DATA_TYPE_DOUBLE;
    } else {
      ASSERT(0);
    }
  }

1329
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
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  return TSDB_CODE_SUCCESS;
}

1333 1334
static EFuncReturnRows csumEstReturnRows(SFunctionNode* pFunc) { return FUNC_RETURN_ROWS_N; }

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static int32_t translateMavg(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (2 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1341

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  // param1
1343 1344 1345 1346 1347 1348 1349 1350 1351 1352 1353 1354
  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SValueNode* pValue = (SValueNode*)pParamNode1;
  if (pValue->datum.i < 1 || pValue->datum.i > 1000) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pValue->notReserved = true;

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  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
  if (!IS_NUMERIC_TYPE(colType) || !IS_INTEGER_TYPE(paraType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateSample(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (2 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1369 1370 1371
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;

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  // param1
1373 1374 1375 1376 1377 1378 1379 1380
  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SValueNode* pValue = (SValueNode*)pParamNode1;
  if (pValue->datum.i < 1 || pValue->datum.i > 1000) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
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  }

1383 1384
  pValue->notReserved = true;

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  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
  if (!IS_INTEGER_TYPE(paraType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // set result type
1391
  if (IS_STR_DATA_TYPE(colType)) {
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    pFunc->node.resType = (SDataType){.bytes = pCol->resType.bytes, .type = colType};
  } else {
    pFunc->node.resType = (SDataType){.bytes = tDataTypes[colType].bytes, .type = colType};
  }
1396

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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTail(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1401 1402
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1406 1407
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;
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  // param1 & param2
1410
  for (int32_t i = 1; i < numOfParams; ++i) {
1411 1412 1413 1414 1415 1416 1417
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1418 1419
    if ((IS_SIGNED_NUMERIC_TYPE(pValue->node.resType.type) ? pValue->datum.i : pValue->datum.u) < ((i > 1) ? 0 : 1) ||
        (IS_SIGNED_NUMERIC_TYPE(pValue->node.resType.type) ? pValue->datum.i : pValue->datum.u) > 100) {
1420
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
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                             "TAIL function second parameter should be in range [1, 100], "
                             "third parameter should be in range [0, 100]");
1423 1424 1425 1426
    }

    pValue->notReserved = true;

1427 1428 1429 1430
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
    if (!IS_INTEGER_TYPE(paraType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
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  }

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  // set result type
1434
  if (IS_STR_DATA_TYPE(colType)) {
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    pFunc->node.resType = (SDataType){.bytes = pCol->resType.bytes, .type = colType};
  } else {
    pFunc->node.resType = (SDataType){.bytes = tDataTypes[colType].bytes, .type = colType};
  }
  return TSDB_CODE_SUCCESS;
}

1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459 1460 1461
static int32_t translateDerivative(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (3 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;

  // param1
  SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

  SValueNode* pValue = (SValueNode*)pParamNode1;
  pValue->notReserved = true;

  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1462
  SNode*      pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473
  SValueNode* pValue2 = (SValueNode*)pParamNode2;
  pValue2->notReserved = true;

  if (pValue2->datum.i != 0 && pValue2->datum.i != 1) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

1474 1475 1476 1477 1478
static EFuncReturnRows derivativeEstReturnRows(SFunctionNode* pFunc) {
  return 1 == ((SValueNode*)nodesListGetNode(pFunc->pParameterList, 2))->datum.i ? FUNC_RETURN_ROWS_INDEFINITE
                                                                                 : FUNC_RETURN_ROWS_N_MINUS_1;
}

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static int32_t translateIrate(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;

  if (!IS_NUMERIC_TYPE(colType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1490
  // add database precision as param
1491 1492 1493
  uint8_t dbPrec = pFunc->node.resType.precision;
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_DOUBLE].bytes, .type = TSDB_DATA_TYPE_DOUBLE};
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateInterp(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  uint8_t dbPrec = pFunc->node.resType.precision;

  if (1 != numOfParams && 3 != numOfParams && 4 != numOfParams) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1506 1507 1508 1509 1510 1511
  uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, 0));
  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  if (!IS_NUMERIC_TYPE(paraType) || QUERY_NODE_VALUE == nodeType) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  if (3 <= numOfParams) {
    int64_t timeVal[2] = {0};
    for (int32_t i = 1; i < 3; ++i) {
1515 1516
      nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
      paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1517
      if (!IS_STR_DATA_TYPE(paraType) || QUERY_NODE_VALUE != nodeType) {
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        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, i);
1522
      int32_t     ret = convertStringToTimestamp(paraType, pValue->datum.p, dbPrec, &timeVal[i - 1]);
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      if (ret != TSDB_CODE_SUCCESS) {
        return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
      }
    }

    if (timeVal[0] > timeVal[1]) {
1529
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "INTERP function invalid time range");
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    }
  }

  if (4 == numOfParams) {
1534 1535
    nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, 3));
    paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type;
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    if (!IS_INTEGER_TYPE(paraType) || QUERY_NODE_VALUE != nodeType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 3));
    if (ret == TIME_UNIT_TOO_SMALL) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "INTERP function time interval parameter should be greater than db precision");
    } else if (ret == TIME_UNIT_INVALID) {
      return buildFuncErrMsg(
          pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
          "INTERP function time interval parameter should be one of the following: [1b, 1u, 1a, 1s, 1m, 1h, 1d, 1w]");
    }
  }

  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1555
static int32_t translateFirstLast(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1556 1557 1558 1559
  // forbid null as first/last input, since first(c0, null, 1) may have different number of input
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);

  for (int32_t i = 0; i < numOfParams; ++i) {
1560
    uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1561
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1562
    if (IS_NULL_TYPE(paraType) && QUERY_NODE_VALUE == nodeType) {
1563 1564 1565 1566
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1567
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
1568 1569 1570
  return TSDB_CODE_SUCCESS;
}

1571 1572
static int32_t translateFirstLastImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  // first(col_list) will be rewritten as first(col)
1573
  SNode*  pPara = nodesListGetNode(pFunc->pParameterList, 0);
1574 1575 1576
  uint8_t paraType = ((SExprNode*)pPara)->resType.type;
  int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
  if (isPartial) {
1577 1578
    int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
    for (int32_t i = 0; i < numOfParams; ++i) {
1579
      uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1580
      uint8_t pType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1581
      if (IS_NULL_TYPE(pType) && QUERY_NODE_VALUE == nodeType) {
1582 1583 1584 1585
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }
    }

1586 1587
    pFunc->node.resType =
        (SDataType){.bytes = getFirstLastInfoSize(paraBytes) + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603 1604 1605
  } else {
    if (TSDB_DATA_TYPE_BINARY != paraType) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    pFunc->node.resType = ((SExprNode*)pPara)->resType;
  }
  return TSDB_CODE_SUCCESS;
}

static int32_t translateFirstLastPartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateFirstLastImpl(pFunc, pErrBuf, len, true);
}

static int32_t translateFirstLastMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateFirstLastImpl(pFunc, pErrBuf, len, false);
}

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static int32_t translateUniqueMode(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isUnique) {
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  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
1608
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
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  }

1611 1612
  SNode* pPara = nodesListGetNode(pFunc->pParameterList, 0);
  if (!nodesExprHasColumn(pPara)) {
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    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "The parameters of %s must contain columns",
                           isUnique ? "UNIQUE" : "MODE");
1615 1616 1617
  }

  pFunc->node.resType = ((SExprNode*)pPara)->resType;
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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateUnique(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateUniqueMode(pFunc, pErrBuf, len, true);
}

static int32_t translateMode(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateUniqueMode(pFunc, pErrBuf, len, false);
}

1629
static int32_t translateDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1630 1631
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams == 0 || numOfParams > 2) {
1632 1633 1634
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1635
  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1636 1637
  if (!IS_SIGNED_NUMERIC_TYPE(colType) && !IS_FLOAT_TYPE(colType) && TSDB_DATA_TYPE_BOOL != colType &&
      TSDB_DATA_TYPE_TIMESTAMP != colType) {
1638 1639
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1640

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  // param1
1642
  if (numOfParams == 2) {
1643 1644 1645 1646 1647
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (!IS_INTEGER_TYPE(paraType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1648 1649 1650 1651
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1652

1653 1654 1655 1656 1657 1658 1659
    SValueNode* pValue = (SValueNode*)pParamNode1;
    if (pValue->datum.i != 0 && pValue->datum.i != 1) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "Second parameter of DIFF function should be only 0 or 1");
    }

    pValue->notReserved = true;
1660
  }
1661

1662
  uint8_t resType;
1663
  if (IS_SIGNED_NUMERIC_TYPE(colType) || TSDB_DATA_TYPE_BOOL == colType || TSDB_DATA_TYPE_TIMESTAMP == colType) {
1664 1665 1666 1667 1668
    resType = TSDB_DATA_TYPE_BIGINT;
  } else {
    resType = TSDB_DATA_TYPE_DOUBLE;
  }
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
1669 1670 1671
  return TSDB_CODE_SUCCESS;
}

1672 1673 1674 1675 1676 1677 1678 1679
static EFuncReturnRows diffEstReturnRows(SFunctionNode* pFunc) {
  if (1 == LIST_LENGTH(pFunc->pParameterList)) {
    return FUNC_RETURN_ROWS_N_MINUS_1;
  }
  return 1 == ((SValueNode*)nodesListGetNode(pFunc->pParameterList, 1))->datum.i ? FUNC_RETURN_ROWS_INDEFINITE
                                                                                 : FUNC_RETURN_ROWS_N_MINUS_1;
}

1680 1681 1682 1683 1684
static int32_t translateLength(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1685
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1686 1687 1688
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1690 1691 1692
  return TSDB_CODE_SUCCESS;
}

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static int32_t translateConcatImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, int32_t minParaNum,
                                   int32_t maxParaNum, bool hasSep) {
1695 1696
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams < minParaNum || numOfParams > maxParaNum) {
1697 1698 1699
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1700
  uint8_t resultType = TSDB_DATA_TYPE_BINARY;
1701 1702
  int32_t resultBytes = 0;
  int32_t sepBytes = 0;
1703

1704
  // concat_ws separator should be constant string
1705 1706 1707 1708 1709 1710 1711 1712
  if (hasSep) {
    SNode* pPara = nodesListGetNode(pFunc->pParameterList, 0);
    if (nodeType(pPara) != QUERY_NODE_VALUE) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "The first parameter of CONCAT_WS function can only be constant string");
    }
  }

1713
  /* For concat/concat_ws function, if params have NCHAR type, promote the final result to NCHAR */
1714
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1716
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
1717
    if (!IS_STR_DATA_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
1718 1719
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1720 1721 1722 1723 1724
    if (TSDB_DATA_TYPE_NCHAR == paraType) {
      resultType = paraType;
    }
  }

1725
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1727 1728 1729
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
    int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
    int32_t factor = 1;
1730 1731 1732 1733 1734 1735
    if (IS_NULL_TYPE(paraType)) {
      resultType = TSDB_DATA_TYPE_VARCHAR;
      resultBytes = 0;
      sepBytes = 0;
      break;
    }
1736 1737
    if (TSDB_DATA_TYPE_NCHAR == resultType && TSDB_DATA_TYPE_VARCHAR == paraType) {
      factor *= TSDB_NCHAR_SIZE;
1738
    }
1739 1740 1741 1742
    resultBytes += paraBytes * factor;

    if (i == 0) {
      sepBytes = paraBytes * factor;
1743 1744
    }
  }
1745 1746

  if (hasSep) {
1747
    resultBytes += sepBytes * (numOfParams - 3);
1748 1749
  }

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  pFunc->node.resType = (SDataType){.bytes = resultBytes, .type = resultType};
1751 1752 1753 1754
  return TSDB_CODE_SUCCESS;
}

static int32_t translateConcat(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1755
  return translateConcatImpl(pFunc, pErrBuf, len, 2, 8, false);
1756 1757 1758
}

static int32_t translateConcatWs(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1759
  return translateConcatImpl(pFunc, pErrBuf, len, 3, 9, true);
1760 1761 1762
}

static int32_t translateSubstr(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1763 1764
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1765 1766 1767
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1768
  SExprNode* pPara0 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1769
  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 1);
1770

1771 1772
  uint8_t para0Type = pPara0->resType.type;
  uint8_t para1Type = pPara1->resType.type;
1773
  if (!IS_STR_DATA_TYPE(para0Type) || !IS_INTEGER_TYPE(para1Type)) {
1774 1775
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1776

1777
  if (((SValueNode*)pPara1)->datum.i == 0) {
1778 1779 1780
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

1781
  if (3 == numOfParams) {
1782 1783
    SExprNode* pPara2 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 2);
    uint8_t    para2Type = pPara2->resType.type;
1784
    if (!IS_INTEGER_TYPE(para2Type)) {
1785 1786
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1787

1788 1789
    int64_t v = ((SValueNode*)pPara2)->datum.i;
    if (v < 0) {
1790 1791
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
1792 1793
  }

1794
  pFunc->node.resType = (SDataType){.bytes = pPara0->resType.bytes, .type = pPara0->resType.type};
1795 1796 1797 1798 1799
  return TSDB_CODE_SUCCESS;
}

static int32_t translateCast(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // The number of parameters has been limited by the syntax definition
1800

1801 1802
  // The function return type has been set during syntax parsing
  uint8_t para2Type = pFunc->node.resType.type;
1803

1804
  int32_t para2Bytes = pFunc->node.resType.bytes;
1805
  if (IS_STR_DATA_TYPE(para2Type)) {
1806 1807
    para2Bytes -= VARSTR_HEADER_SIZE;
  }
1808
  if (para2Bytes <= 0 || para2Bytes > 4096) {  // cast dst var type length limits to 4096 bytes
1809
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1810
                           "CAST function converted length should be in range [0, 4096] bytes");
1811
  }
1812 1813 1814 1815 1816

  // add database precision as param
  uint8_t dbPrec = pFunc->node.resType.precision;
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);

1817 1818 1819 1820
  return TSDB_CODE_SUCCESS;
}

static int32_t translateToIso8601(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1821 1822
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
1823 1824 1825
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1826
  // param0
1827
  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1828
  if (!IS_INTEGER_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
1829 1830 1831
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1832 1833 1834 1835 1836 1837 1838 1839 1840
  if (QUERY_NODE_VALUE == nodeType(nodesListGetNode(pFunc->pParameterList, 0))) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 0);

    if (!validateTimestampDigits(pValue)) {
      pFunc->node.resType = (SDataType){.bytes = 0, .type = TSDB_DATA_TYPE_BINARY};
      return TSDB_CODE_SUCCESS;
    }
  }

1841
  // param1
1842 1843 1844 1845
  if (numOfParams == 2) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1);

    if (!validateTimezoneFormat(pValue)) {
1846
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "Invalid timzone format");
1847
    }
1848
  } else {  // add default client timezone
1849
    addTimezoneParam(pFunc->pParameterList);
1850 1851
  }

1852
  // set result type
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  pFunc->node.resType = (SDataType){.bytes = 64, .type = TSDB_DATA_TYPE_BINARY};
1854 1855 1856 1857 1858 1859 1860 1861
  return TSDB_CODE_SUCCESS;
}

static int32_t translateToUnixtimestamp(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1862
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1863 1864 1865
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1866
  // add database precision as param
1867
  uint8_t dbPrec = pFunc->node.resType.precision;
1868
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1869

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1871 1872 1873 1874 1875 1876 1877 1878 1879 1880
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeTruncate(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (2 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

  uint8_t para1Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
  uint8_t para2Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
1881
  if ((!IS_STR_DATA_TYPE(para1Type) && !IS_INTEGER_TYPE(para1Type) && TSDB_DATA_TYPE_TIMESTAMP != para1Type) ||
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      !IS_INTEGER_TYPE(para2Type)) {
1883 1884 1885
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1886
  // add database precision as param
1887
  uint8_t dbPrec = pFunc->node.resType.precision;
1888

1889
  int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
1890 1891 1892 1893
  if (ret == TIME_UNIT_TOO_SMALL) {
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                           "TIMETRUNCATE function time unit parameter should be greater than db precision");
  } else if (ret == TIME_UNIT_INVALID) {
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    return buildFuncErrMsg(
        pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
        "TIMETRUNCATE function time unit parameter should be one of the following: [1b, 1u, 1a, 1s, 1m, 1h, 1d, 1w]");
1897 1898
  }

1899
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1900

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  pFunc->node.resType =
      (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
1903 1904 1905 1906
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1907 1908
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1909 1910 1911
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1912 1913
  for (int32_t i = 0; i < 2; ++i) {
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1914
    if (!IS_STR_DATA_TYPE(paraType) && !IS_INTEGER_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
1915 1916
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1917
  }
1918

1919
  if (3 == numOfParams) {
1920 1921 1922 1923 1924
    if (!IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1925
  // add database precision as param
1926
  uint8_t dbPrec = pFunc->node.resType.precision;
1927

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  if (3 == numOfParams) {
1929
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 2));
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    if (ret == TIME_UNIT_TOO_SMALL) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "TIMEDIFF function time unit parameter should be greater than db precision");
    } else if (ret == TIME_UNIT_INVALID) {
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      return buildFuncErrMsg(
          pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
          "TIMEDIFF function time unit parameter should be one of the following: [1b, 1u, 1a, 1s, 1m, 1h, 1d, 1w]");
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    }
1938 1939
  }

1940
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1941

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1943 1944
  return TSDB_CODE_SUCCESS;
}
1945

1946 1947 1948 1949 1950
static int32_t translateToJson(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1951
  SExprNode* pPara = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1952 1953 1954 1955
  if (QUERY_NODE_VALUE != nodeType(pPara) || (!IS_VAR_DATA_TYPE(pPara->resType.type))) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_JSON].bytes, .type = TSDB_DATA_TYPE_JSON};
1957 1958 1959
  return TSDB_CODE_SUCCESS;
}

1960 1961 1962 1963 1964
static int32_t translateSelectValue(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1965
static int32_t translateBlockDistFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  pFunc->node.resType = (SDataType){.bytes = 128, .type = TSDB_DATA_TYPE_VARCHAR};
1967 1968 1969
  return TSDB_CODE_SUCCESS;
}

1970 1971 1972 1973 1974
static int32_t translateBlockDistInfoFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = 128, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

1975 1976 1977 1978 1979
static int32_t translateGroupKeyFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1980 1981 1982 1983 1984
static bool getBlockDistFuncEnv(SFunctionNode* UNUSED_PARAM(pFunc), SFuncExecEnv* pEnv) {
  pEnv->calcMemSize = sizeof(STableBlockDistInfo);
  return true;
}

1985 1986 1987 1988 1989 1990 1991 1992 1993 1994
static int32_t translateGroupKey(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return TSDB_CODE_SUCCESS;
  }

  SNode* pPara = nodesListGetNode(pFunc->pParameterList, 0);
  pFunc->node.resType = ((SExprNode*)pPara)->resType;
  return TSDB_CODE_SUCCESS;
}

1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024
static int32_t translateDatabaseFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = TSDB_DB_NAME_LEN, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateClientVersionFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = TSDB_VERSION_LEN, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateServerVersionFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = TSDB_VERSION_LEN, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateServerStatusFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_INT].bytes, .type = TSDB_DATA_TYPE_INT};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateCurrentUserFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = TSDB_USER_LEN, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateUserFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = (SDataType){.bytes = TSDB_USER_LEN, .type = TSDB_DATA_TYPE_VARCHAR};
  return TSDB_CODE_SUCCESS;
}

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// clang-format off
2026
const SBuiltinFuncDefinition funcMgtBuiltins[] = {
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  {
    .name = "count",
    .type = FUNCTION_TYPE_COUNT,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED,
    .translateFunc = translateCount,
    .dataRequiredFunc = countDataRequired,
    .getEnvFunc   = getCountFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = countFunction,
2036
    .sprocessFunc = countScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = countInvertFunction,
2039 2040 2041
    .combineFunc  = combineFunction,
    .pPartialFunc = "count",
    .pMergeFunc   = "sum"
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  },
  {
    .name = "sum",
    .type = FUNCTION_TYPE_SUM,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED,
    .translateFunc = translateSum,
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSumFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = sumFunction,
2052
    .sprocessFunc = sumScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = sumInvertFunction,
2055 2056 2057
    .combineFunc  = sumCombine,
    .pPartialFunc = "sum",
    .pMergeFunc   = "sum"
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  },
  {
    .name = "min",
    .type = FUNCTION_TYPE_MIN,
2062
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
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    .translateFunc = translateInOutNum,
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2066
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = minFunction,
2068
    .sprocessFunc = minScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2070 2071 2072
    .combineFunc  = minCombine,
    .pPartialFunc = "min",
    .pMergeFunc   = "min"
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  },
  {
    .name = "max",
    .type = FUNCTION_TYPE_MAX,
2077
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
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    .translateFunc = translateInOutNum,
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2081
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = maxFunction,
2083
    .sprocessFunc = maxScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2085 2086 2087
    .combineFunc  = maxCombine,
    .pPartialFunc = "max",
    .pMergeFunc   = "max"
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  },
  {
    .name = "stddev",
    .type = FUNCTION_TYPE_STDDEV,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = getStddevFuncEnv,
    .initFunc     = stddevFunctionSetup,
    .processFunc  = stddevFunction,
2097
    .sprocessFunc = stddevScalarFunction,
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    .finalizeFunc = stddevFinalize,
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    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
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    .pPartialFunc = "_stddev_partial",
    .pMergeFunc   = "_stddev_merge"
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  },
2104 2105 2106 2107 2108 2109 2110 2111
  {
    .name = "_stddev_partial",
    .type = FUNCTION_TYPE_STDDEV_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateStddevPartial,
    .getEnvFunc   = getStddevFuncEnv,
    .initFunc     = stddevFunctionSetup,
    .processFunc  = stddevFunction,
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    .finalizeFunc = stddevPartialFinalize,
2113 2114 2115 2116 2117 2118 2119 2120 2121 2122
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
  },
  {
    .name = "_stddev_merge",
    .type = FUNCTION_TYPE_STDDEV_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateStddevMerge,
    .getEnvFunc   = getStddevFuncEnv,
    .initFunc     = stddevFunctionSetup,
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    .processFunc  = stddevFunctionMerge,
2124 2125 2126 2127
    .finalizeFunc = stddevFinalize,
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
  },
2128 2129 2130
  {
    .name = "leastsquares",
    .type = FUNCTION_TYPE_LEASTSQUARES,
2131
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2132 2133 2134 2135
    .translateFunc = translateLeastSQR,
    .getEnvFunc   = getLeastSQRFuncEnv,
    .initFunc     = leastSQRFunctionSetup,
    .processFunc  = leastSQRFunction,
2136
    .sprocessFunc = leastSQRScalarFunction,
2137
    .finalizeFunc = leastSQRFinalize,
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    .invertFunc   = NULL,
    .combineFunc  = leastSQRCombine,
2140
  },
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  {
    .name = "avg",
    .type = FUNCTION_TYPE_AVG,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateInNumOutDou,
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    .dataRequiredFunc = statisDataRequired,
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    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
2150
    .sprocessFunc = avgScalarFunction,
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    .finalizeFunc = avgFinalize,
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    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
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    .pPartialFunc = "_avg_partial",
    .pMergeFunc   = "_avg_merge"
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  },
2157 2158 2159 2160
  {
    .name = "_avg_partial",
    .type = FUNCTION_TYPE_AVG_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgPartial,
2162 2163 2164
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
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    .finalizeFunc = avgPartialFinalize,
2166 2167 2168 2169 2170 2171 2172
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
  {
    .name = "_avg_merge",
    .type = FUNCTION_TYPE_AVG_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgMerge,
2174 2175
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
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    .processFunc  = avgFunctionMerge,
2177 2178 2179 2180
    .finalizeFunc = avgFinalize,
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
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  {
    .name = "percentile",
    .type = FUNCTION_TYPE_PERCENTILE,
2184
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_REPEAT_SCAN_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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    .translateFunc = translatePercentile,
    .getEnvFunc   = getPercentileFuncEnv,
    .initFunc     = percentileFunctionSetup,
    .processFunc  = percentileFunction,
2189
    .sprocessFunc = percentileScalarFunction,
2190 2191 2192
    .finalizeFunc = percentileFinalize,
    .invertFunc   = NULL,
    .combineFunc  = NULL,
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  },
  {
    .name = "apercentile",
    .type = FUNCTION_TYPE_APERCENTILE,
2197
    .classification = FUNC_MGT_AGG_FUNC,
2198
    .translateFunc = translateApercentile,
2199 2200 2201
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2202
    .sprocessFunc = apercentileScalarFunction,
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    .finalizeFunc = apercentileFinalize,
2204
    .invertFunc   = NULL,
2205
    .combineFunc  = apercentileCombine,
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    .pPartialFunc = "_apercentile_partial",
2207 2208
    .pMergeFunc   = "_apercentile_merge",
    .createMergeParaFuc = apercentileCreateMergeParam
2209 2210 2211
  },
  {
    .name = "_apercentile_partial",
2212
    .type = FUNCTION_TYPE_APERCENTILE_PARTIAL,
2213 2214 2215 2216 2217
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateApercentilePartial,
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2218 2219 2220
    .finalizeFunc = apercentilePartialFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
2221 2222 2223 2224
  },
  {
    .name = "_apercentile_merge",
    .type = FUNCTION_TYPE_APERCENTILE_MERGE,
2225
    .classification = FUNC_MGT_AGG_FUNC,
2226
    .translateFunc = translateApercentileMerge,
2227
    .getEnvFunc   = getApercentileFuncEnv,
2228
    .initFunc     = apercentileFunctionSetup,
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    .processFunc  = apercentileFunctionMerge,
2230 2231 2232
    .finalizeFunc = apercentileFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
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  },
  {
    .name = "top",
    .type = FUNCTION_TYPE_TOP,
2237
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
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    .translateFunc = translateTopBot,
    .getEnvFunc   = getTopBotFuncEnv,
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    .initFunc     = topBotFunctionSetup,
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    .processFunc  = topFunction,
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    .sprocessFunc = topBotScalarFunction,
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    .finalizeFunc = topBotFinalize,
    .combineFunc  = topCombine,
2245 2246
    .pPartialFunc = "top",
    .pMergeFunc   = "top",
2247
    .createMergeParaFuc = topBotCreateMergeParam
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  },
  {
    .name = "bottom",
    .type = FUNCTION_TYPE_BOTTOM,
2252
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
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    .translateFunc = translateTopBot,
2254
    .getEnvFunc   = getTopBotFuncEnv,
2255
    .initFunc     = topBotFunctionSetup,
2256
    .processFunc  = bottomFunction,
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    .sprocessFunc = topBotScalarFunction,
2258 2259
    .finalizeFunc = topBotFinalize,
    .combineFunc  = bottomCombine,
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    .pPartialFunc = "bottom",
    .pMergeFunc   = "bottom",
2262
    .createMergeParaFuc = topBotCreateMergeParam
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  },
  {
    .name = "spread",
    .type = FUNCTION_TYPE_SPREAD,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateSpread,
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2273
    .sprocessFunc = spreadScalarFunction,
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    .finalizeFunc = spreadFinalize,
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    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
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    .pPartialFunc = "_spread_partial",
    .pMergeFunc   = "_spread_merge"
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  },
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  {
    .name = "_spread_partial",
    .type = FUNCTION_TYPE_SPREAD_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
2284
    .translateFunc = translateSpreadPartial,
2285 2286 2287 2288
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2289 2290 2291
    .finalizeFunc = spreadPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2292 2293 2294 2295 2296
  },
  {
    .name = "_spread_merge",
    .type = FUNCTION_TYPE_SPREAD_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
2297
    .translateFunc = translateSpreadMerge,
2298 2299 2300
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
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    .processFunc  = spreadFunctionMerge,
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    .finalizeFunc = spreadFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2305
  },
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  {
    .name = "elapsed",
    .type = FUNCTION_TYPE_ELAPSED,
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    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsed,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
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    .finalizeFunc = elapsedFinalize,
2316 2317
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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  },
2319 2320 2321 2322 2323 2324 2325 2326 2327
  {
    .name = "_elapsed_partial",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedPartial,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
2328 2329 2330
    .finalizeFunc = elapsedPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
2331 2332 2333 2334 2335 2336 2337 2338 2339
  },
  {
    .name = "_elapsed_merge",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedMerge,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
2340
    .processFunc  = elapsedFunctionMerge,
2341 2342 2343
    .finalizeFunc = elapsedFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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  },
2345 2346 2347
  {
    .name = "interp",
    .type = FUNCTION_TYPE_INTERP,
2348 2349
    .classification = FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_FORBID_STABLE_FUNC,
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    .translateFunc = translateInterp,
2351 2352 2353 2354 2355
    .getEnvFunc    = getSelectivityFuncEnv,
    .initFunc      = functionSetup,
    .processFunc   = NULL,
    .finalizeFunc  = NULL
  },
2356 2357 2358
  {
    .name = "derivative",
    .type = FUNCTION_TYPE_DERIVATIVE,
2359
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2360
                      FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_CUMULATIVE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2361 2362 2363 2364
    .translateFunc = translateDerivative,
    .getEnvFunc   = getDerivativeFuncEnv,
    .initFunc     = derivativeFuncSetup,
    .processFunc  = derivativeFunction,
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    .sprocessFunc = derivativeScalarFunction,
2366 2367
    .finalizeFunc = functionFinalize,
    .estimateReturnRowsFunc = derivativeEstReturnRows
2368
  },
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  {
    .name = "irate",
    .type = FUNCTION_TYPE_IRATE,
2372
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateIrate,
    .getEnvFunc   = getIrateFuncEnv,
    .initFunc     = irateFuncSetup,
    .processFunc  = irateFunction,
2377
    .sprocessFunc = irateScalarFunction,
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    .finalizeFunc = irateFinalize
  },
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  {
    .name = "last_row",
    .type = FUNCTION_TYPE_LAST_ROW,
2383
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2384
    .translateFunc = translateFirstLast,
2385
    .dynDataRequiredFunc = lastDynDataReq,
2386 2387
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2388
    .processFunc  = lastRowFunction,
2389
    .sprocessFunc = firstLastScalarFunction,
2390 2391
    .pPartialFunc = "_last_row_partial",
    .pMergeFunc   = "_last_row_merge",
2392 2393 2394 2395 2396
    .finalizeFunc = firstLastFinalize
  },
  {
    .name = "_cache_last_row",
    .type = FUNCTION_TYPE_CACHE_LAST_ROW,
2397
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2398 2399 2400
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2401
    .processFunc  = cachedLastRowFunction,
2402
    .finalizeFunc = firstLastFinalize
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  },
2404 2405 2406 2407 2408 2409 2410 2411 2412 2413 2414 2415 2416 2417 2418 2419 2420 2421 2422 2423 2424
  {
    .name = "_last_row_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastPartial,
    .dynDataRequiredFunc = lastDynDataReq,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastRowFunction,
    .finalizeFunc = firstLastPartialFinalize,
  },
  {
    .name = "_last_row_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
  },
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  {
    .name = "first",
    .type = FUNCTION_TYPE_FIRST,
2428
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
2433
    .sprocessFunc = firstLastScalarFunction,
2434
    .finalizeFunc = firstLastFinalize,
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    .pPartialFunc = "_first_partial",
    .pMergeFunc   = "_first_merge",
2437
    .combineFunc  = firstCombine,
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  },
2439 2440 2441
  {
    .name = "_first_partial",
    .type = FUNCTION_TYPE_FIRST_PARTIAL,
2442
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2443 2444 2445 2446
    .translateFunc = translateFirstLastPartial,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
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    .finalizeFunc = firstLastPartialFinalize,
2448 2449 2450 2451 2452
    .combineFunc  = firstCombine,
  },
  {
    .name = "_first_merge",
    .type = FUNCTION_TYPE_FIRST_MERGE,
2453
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2454 2455 2456
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
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    .processFunc  = firstFunctionMerge,
2458 2459 2460
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = firstCombine,
  },
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  {
    .name = "last",
    .type = FUNCTION_TYPE_LAST,
2464
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateFirstLast,
2466
    .dynDataRequiredFunc = lastDynDataReq,
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    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
2470
    .sprocessFunc = firstLastScalarFunction,
2471
    .finalizeFunc = firstLastFinalize,
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    .pPartialFunc = "_last_partial",
    .pMergeFunc   = "_last_merge",
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    .combineFunc  = lastCombine,
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  },
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  {
    .name = "_last_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
2479
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateFirstLastPartial,
2481
    .dynDataRequiredFunc = lastDynDataReq,
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    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
    .finalizeFunc = firstLastPartialFinalize,
    .combineFunc  = lastCombine,
  },
  {
    .name = "_last_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
2491
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = lastCombine,
  },
2499 2500 2501
  {
    .name = "twa",
    .type = FUNCTION_TYPE_TWA,
2502
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2503
    .translateFunc = translateInNumOutDou,
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    .dataRequiredFunc = statisDataRequired,
2505 2506 2507
    .getEnvFunc    = getTwaFuncEnv,
    .initFunc      = twaFunctionSetup,
    .processFunc   = twaFunction,
2508
    .sprocessFunc  = twaScalarFunction,
2509 2510
    .finalizeFunc  = twaFinalize
  },
2511 2512 2513
  {
    .name = "histogram",
    .type = FUNCTION_TYPE_HISTOGRAM,
2514
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2515 2516 2517 2518
    .translateFunc = translateHistogram,
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
    .processFunc  = histogramFunction,
2519
    .sprocessFunc = histogramScalarFunction,
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    .finalizeFunc = histogramFinalize,
2521 2522
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
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    .pPartialFunc = "_histogram_partial",
2524
    .pMergeFunc   = "_histogram_merge",
2525
  },
2526 2527 2528
  {
    .name = "_histogram_partial",
    .type = FUNCTION_TYPE_HISTOGRAM_PARTIAL,
2529
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2530
    .translateFunc = translateHistogramPartial,
2531 2532
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
2533
    .processFunc  = histogramFunctionPartial,
2534 2535 2536
    .finalizeFunc = histogramPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2537 2538 2539 2540
  },
  {
    .name = "_histogram_merge",
    .type = FUNCTION_TYPE_HISTOGRAM_MERGE,
2541
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2542
    .translateFunc = translateHistogramMerge,
2543
    .getEnvFunc   = getHistogramFuncEnv,
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    .initFunc     = functionSetup,
2545
    .processFunc  = histogramFunctionMerge,
2546 2547 2548
    .finalizeFunc = histogramFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2549
  },
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  {
    .name = "hyperloglog",
    .type = FUNCTION_TYPE_HYPERLOGLOG,
2553
    .classification = FUNC_MGT_AGG_FUNC,
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Ganlin Zhao 已提交
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    .translateFunc = translateHLL,
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2558
    .sprocessFunc = hllScalarFunction,
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    .finalizeFunc = hllFinalize,
2560 2561
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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    .pPartialFunc = "_hyperloglog_partial",
    .pMergeFunc   = "_hyperloglog_merge"
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  },
2565 2566
  {
    .name = "_hyperloglog_partial",
2567
    .type = FUNCTION_TYPE_HYPERLOGLOG_PARTIAL,
2568
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateHLLPartial,
2570 2571 2572
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2573 2574 2575
    .finalizeFunc = hllPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
2576 2577 2578
  },
  {
    .name = "_hyperloglog_merge",
2579
    .type = FUNCTION_TYPE_HYPERLOGLOG_MERGE,
2580
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateHLLMerge,
2582 2583
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
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    .processFunc  = hllFunctionMerge,
2585 2586 2587
    .finalizeFunc = hllFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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  },
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  {
    .name = "diff",
    .type = FUNCTION_TYPE_DIFF,
2592 2593
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_KEEP_ORDER_FUNC | 
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_CUMULATIVE_FUNC,
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    .translateFunc = translateDiff,
    .getEnvFunc   = getDiffFuncEnv,
    .initFunc     = diffFunctionSetup,
    .processFunc  = diffFunction,
2598
    .sprocessFunc = diffScalarFunction,
2599
    .finalizeFunc = functionFinalize,
2600
    .estimateReturnRowsFunc = diffEstReturnRows,
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  },
2602
  {
2603
    .name = "statecount",
2604
    .type = FUNCTION_TYPE_STATE_COUNT,
2605
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2606
    .translateFunc = translateStateCount,
2607 2608 2609
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateCountFunction,
2610
    .sprocessFunc = stateCountScalarFunction,
2611 2612
    .finalizeFunc = NULL
  },
2613
  {
2614
    .name = "stateduration",
2615
    .type = FUNCTION_TYPE_STATE_DURATION,
2616
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2617 2618 2619 2620
    .translateFunc = translateStateDuration,
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateDurationFunction,
2621
    .sprocessFunc = stateDurationScalarFunction,
2622 2623
    .finalizeFunc = NULL
  },
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  {
    .name = "csum",
    .type = FUNCTION_TYPE_CSUM,
2627 2628
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | 
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_CUMULATIVE_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateCsum,
    .getEnvFunc   = getCsumFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = csumFunction,
2633
    .sprocessFunc = csumScalarFunction,
2634 2635
    .finalizeFunc = NULL,
    .estimateReturnRowsFunc = csumEstReturnRows,
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  },
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2637 2638 2639
  {
    .name = "mavg",
    .type = FUNCTION_TYPE_MAVG,
2640
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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    .translateFunc = translateMavg,
    .getEnvFunc   = getMavgFuncEnv,
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    .initFunc     = mavgFunctionSetup,
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    .processFunc  = mavgFunction,
2645
    .sprocessFunc = mavgScalarFunction,
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    .finalizeFunc = NULL
  },
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  {
    .name = "sample",
    .type = FUNCTION_TYPE_SAMPLE,
2651
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
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    .translateFunc = translateSample,
    .getEnvFunc   = getSampleFuncEnv,
    .initFunc     = sampleFunctionSetup,
    .processFunc  = sampleFunction,
2656
    .sprocessFunc = sampleScalarFunction,
2657
    .finalizeFunc = sampleFinalize
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  },
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2659 2660 2661
  {
    .name = "tail",
    .type = FUNCTION_TYPE_TAIL,
2662 2663
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateTail,
    .getEnvFunc   = getTailFuncEnv,
    .initFunc     = tailFunctionSetup,
    .processFunc  = tailFunction,
2668
    .sprocessFunc = tailScalarFunction,
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    .finalizeFunc = NULL
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  },
2671 2672 2673
  {
    .name = "unique",
    .type = FUNCTION_TYPE_UNIQUE,
2674
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
2675
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2676 2677 2678 2679
    .translateFunc = translateUnique,
    .getEnvFunc   = getUniqueFuncEnv,
    .initFunc     = uniqueFunctionSetup,
    .processFunc  = uniqueFunction,
2680
    .sprocessFunc = uniqueScalarFunction,
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    .finalizeFunc = NULL
2682
  },
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  {
    .name = "mode",
    .type = FUNCTION_TYPE_MODE,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateMode,
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    .getEnvFunc   = getModeFuncEnv,
    .initFunc     = modeFunctionSetup,
    .processFunc  = modeFunction,
2691
    .sprocessFunc = modeScalarFunction,
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    .finalizeFunc = modeFinalize,
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  },
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  {
    .name = "abs",
    .type = FUNCTION_TYPE_ABS,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInOutNum,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = absFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "log",
    .type = FUNCTION_TYPE_LOG,
    .classification = FUNC_MGT_SCALAR_FUNC,
2708
    .translateFunc = translateLogarithm,
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    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = logFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "pow",
    .type = FUNCTION_TYPE_POW,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateIn2NumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = powFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "sqrt",
    .type = FUNCTION_TYPE_SQRT,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = sqrtFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "ceil",
    .type = FUNCTION_TYPE_CEIL,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInOutNum,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = ceilFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "floor",
    .type = FUNCTION_TYPE_FLOOR,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInOutNum,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = floorFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "round",
    .type = FUNCTION_TYPE_ROUND,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInOutNum,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = roundFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "sin",
    .type = FUNCTION_TYPE_SIN,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = sinFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "cos",
    .type = FUNCTION_TYPE_COS,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = cosFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "tan",
    .type = FUNCTION_TYPE_TAN,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = tanFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "asin",
    .type = FUNCTION_TYPE_ASIN,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = asinFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "acos",
    .type = FUNCTION_TYPE_ACOS,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = acosFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "atan",
    .type = FUNCTION_TYPE_ATAN,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInNumOutDou,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = atanFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "length",
    .type = FUNCTION_TYPE_LENGTH,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateLength,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = lengthFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "char_length",
    .type = FUNCTION_TYPE_CHAR_LENGTH,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateLength,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = charLengthFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "concat",
    .type = FUNCTION_TYPE_CONCAT,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateConcat,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = concatFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "concat_ws",
    .type = FUNCTION_TYPE_CONCAT_WS,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateConcatWs,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = concatWsFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "lower",
    .type = FUNCTION_TYPE_LOWER,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateInOutStr,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = lowerFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "upper",
    .type = FUNCTION_TYPE_UPPER,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateInOutStr,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = upperFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "ltrim",
    .type = FUNCTION_TYPE_LTRIM,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
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    .translateFunc = translateLtrim,
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    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = ltrimFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "rtrim",
    .type = FUNCTION_TYPE_RTRIM,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
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    .translateFunc = translateRtrim,
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    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = rtrimFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "substr",
    .type = FUNCTION_TYPE_SUBSTR,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
    .translateFunc = translateSubstr,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = substrFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "cast",
    .type = FUNCTION_TYPE_CAST,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateCast,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = castFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "to_iso8601",
    .type = FUNCTION_TYPE_TO_ISO8601,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateToIso8601,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = toISO8601Function,
    .finalizeFunc = NULL
  },
  {
    .name = "to_unixtimestamp",
    .type = FUNCTION_TYPE_TO_UNIXTIMESTAMP,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateToUnixtimestamp,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = toUnixtimestampFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "timetruncate",
    .type = FUNCTION_TYPE_TIMETRUNCATE,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateTimeTruncate,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = timeTruncateFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "timediff",
    .type = FUNCTION_TYPE_TIMEDIFF,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateTimeDiff,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = timeDiffFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "now",
    .type = FUNCTION_TYPE_NOW,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_DATETIME_FUNC,
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    .translateFunc = translateNowToday,
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    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = nowFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "today",
    .type = FUNCTION_TYPE_TODAY,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_DATETIME_FUNC,
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    .translateFunc = translateNowToday,
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    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = todayFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "timezone",
    .type = FUNCTION_TYPE_TIMEZONE,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateTimezone,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = timezoneFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "tbname",
    .type = FUNCTION_TYPE_TBNAME,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_SCAN_PC_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateTbnameColumn,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
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    .sprocessFunc = qTbnameFunction,
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    .finalizeFunc = NULL
  },
  {
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    .name = "_qstart",
    .type = FUNCTION_TYPE_QSTART,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
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    .translateFunc = translateTimePseudoColumn,
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    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
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    .sprocessFunc = NULL,
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    .finalizeFunc = NULL
  },
  {
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    .name = "_qend",
    .type = FUNCTION_TYPE_QEND,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
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    .translateFunc = translateTimePseudoColumn,
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    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
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    .sprocessFunc = NULL,
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    .finalizeFunc = NULL
  },
  {
    .name = "_qduration",
    .type = FUNCTION_TYPE_QDURATION,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
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    .translateFunc = translateWduration,
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    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
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    .sprocessFunc = NULL,
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    .finalizeFunc = NULL
  },
  {
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    .name = "_wstart",
    .type = FUNCTION_TYPE_WSTART,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_WINDOW_PC_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateTimePseudoColumn,
    .getEnvFunc   = getTimePseudoFuncEnv,
    .initFunc     = NULL,
    .sprocessFunc = winStartTsFunction,
    .finalizeFunc = NULL
  },
  {
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    .name = "_wend",
    .type = FUNCTION_TYPE_WEND,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_WINDOW_PC_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateTimePseudoColumn,
    .getEnvFunc   = getTimePseudoFuncEnv,
    .initFunc     = NULL,
    .sprocessFunc = winEndTsFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "_wduration",
    .type = FUNCTION_TYPE_WDURATION,
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    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_WINDOW_PC_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateWduration,
    .getEnvFunc   = getTimePseudoFuncEnv,
    .initFunc     = NULL,
    .sprocessFunc = winDurFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "to_json",
    .type = FUNCTION_TYPE_TO_JSON,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateToJson,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = toJsonFunction,
    .finalizeFunc = NULL
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  },
  {
    .name = "_select_value",
    .type = FUNCTION_TYPE_SELECT_VALUE,
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    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateSelectValue,
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    .getEnvFunc   = getSelectivityFuncEnv,  // todo remove this function later.
    .initFunc     = functionSetup,
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    .processFunc  = NULL,
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    .finalizeFunc = NULL,
    .pPartialFunc = "_select_value",
    .pMergeFunc   = "_select_value"
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  },
  {
    .name = "_block_dist",
    .type = FUNCTION_TYPE_BLOCK_DIST,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateBlockDistFunc,
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    .getEnvFunc   = getBlockDistFuncEnv,
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    .initFunc     = blockDistSetup,
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    .processFunc  = blockDistFunction,
    .finalizeFunc = blockDistFinalize
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  },
  {
    .name = "_block_dist_info",
    .type = FUNCTION_TYPE_BLOCK_DIST_INFO,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_SCAN_PC_FUNC,
    .translateFunc = translateBlockDistInfoFunc,
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  },
  {
    .name = "_group_key",
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    .type = FUNCTION_TYPE_GROUP_KEY,
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    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
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    .translateFunc = translateGroupKey,
    .getEnvFunc   = getGroupKeyFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = groupKeyFunction,
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    .finalizeFunc = groupKeyFinalize,
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    .pPartialFunc = "_group_key",
    .pMergeFunc   = "_group_key"
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  },
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  {
    .name = "database",
    .type = FUNCTION_TYPE_DATABASE,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateDatabaseFunc,
  },
  {
    .name = "client_version",
    .type = FUNCTION_TYPE_CLIENT_VERSION,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateClientVersionFunc,
  },
  {
    .name = "server_version",
    .type = FUNCTION_TYPE_SERVER_VERSION,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateServerVersionFunc,
  },
  {
    .name = "server_status",
    .type = FUNCTION_TYPE_SERVER_STATUS,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateServerStatusFunc,
  },
  {
    .name = "current_user",
    .type = FUNCTION_TYPE_CURRENT_USER,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateCurrentUserFunc,
  },
  {
    .name = "user",
    .type = FUNCTION_TYPE_USER,
    .classification = FUNC_MGT_SYSTEM_INFO_FUNC | FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateUserFunc,
  },
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};
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// clang-format on
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const int32_t funcMgtBuiltinsNum = (sizeof(funcMgtBuiltins) / sizeof(SBuiltinFuncDefinition));