builtins.c 113.7 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 translateMinMax(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_TIMESTAMP_TYPE(paraType) && !IS_NUMERIC_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  } else if (IS_NULL_TYPE(paraType)) {
    paraType = TSDB_DATA_TYPE_BIGINT;
  }

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

537
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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781 782
    uint8_t dbPrec = pFunc->node.resType.precision;

783
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
784
    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) {
903 904 905 906 907 908 909
  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;
  }

1040
  cJSON_Delete(binDesc);
1041 1042 1043 1044
  taosMemoryFree(intervals);
  return true;
}

1045
static int32_t translateHistogram(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1046 1047
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (4 != numOfParams) {
1048 1049 1050 1051 1052 1053 1054 1055
    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
1057 1058
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1059
      !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1060 1061 1062
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1063 1064
  int8_t binType;
  char*  binDesc;
1065 1066 1067 1068 1069 1070 1071 1072 1073 1074
  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;

1075 1076 1077 1078 1079 1080 1081 1082 1083 1084
    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};
1086 1087 1088 1089 1090 1091
      binDesc = varDataVal(pValue->datum.p);
      if (!validateHistogramBinDesc(binDesc, binType, errMsg, (int32_t)sizeof(errMsg))) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, errMsg);
      }
    }

1092
    if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1093 1094
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "HISTOGRAM function normalized parameter should be 0/1");
1095
    }
1096 1097
  }

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

1102 1103 1104 1105 1106 1107 1108 1109 1110 1111 1112 1113 1114
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
1115 1116
    if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
        ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1117
        !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1118 1119 1120
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1121 1122
    int8_t binType;
    char*  binDesc;
1123 1124 1125 1126 1127 1128 1129 1130 1131 1132
    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;

1133 1134 1135 1136 1137 1138 1139 1140 1141 1142 1143 1144 1145 1146 1147 1148 1149
      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);
        }
      }

1150
      if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1151 1152
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "HISTOGRAM function normalized parameter should be 0/1");
1153
      }
1154 1155
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getHistogramInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
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  } 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);
}
1175

1176 1177 1178 1179
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);
  }

1185
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
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  return TSDB_CODE_SUCCESS;
}

1189 1190 1191 1192 1193 1194
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};
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  } 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);
}

1212 1213 1214 1215
static bool validateStateOper(const SValueNode* pVal) {
  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }
1216 1217 1218 1219
  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));
1220 1221
}

1222
static int32_t translateStateCount(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1223 1224
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams) {
1225 1226 1227 1228 1229 1230 1231 1232
    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
1234 1235 1236 1237 1238 1239 1240 1241
  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;

1242 1243
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1244
                             "Second parameter of STATECOUNT function"
1245 1246 1247
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
    }

1248 1249 1250
    pValue->notReserved = true;
  }

1251 1252 1253 1254 1255 1256
  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
1258
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1259 1260 1261
  return TSDB_CODE_SUCCESS;
}

1262
static int32_t translateStateDuration(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1263 1264
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams && 4 != numOfParams) {
1265 1266 1267 1268 1269 1270 1271 1272
    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
1274 1275 1276 1277 1278 1279 1280 1281
  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;

1282 1283
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1284
                             "Second parameter of STATEDURATION function"
1285
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
1286 1287 1288
    } 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");
1289 1290
    }

1291 1292 1293
    pValue->notReserved = true;
  }

1294 1295 1296 1297 1298 1299
  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) {
1302 1303 1304
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1305 1306 1307
  if (numOfParams == 4) {
    uint8_t dbPrec = pFunc->node.resType.precision;

1308
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 3));
1309 1310 1311 1312 1313
    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]");
1316 1317 1318
    }
  }

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  // set result type
1320
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1321 1322 1323
  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)) {
1326
    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);
    }
  }

1345
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
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  return TSDB_CODE_SUCCESS;
}

1349 1350
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;
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  // param1
1359 1360 1361 1362 1363 1364 1365 1366 1367 1368 1369 1370
  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);
  }

1385 1386 1387
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;

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  // param1
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  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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  }

1399 1400
  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
1407
  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};
  }
1412

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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTail(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1417 1418
  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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  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;
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  // param1 & param2
1426
  for (int32_t i = 1; i < numOfParams; ++i) {
1427 1428 1429 1430 1431 1432 1433
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1434 1435
    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) {
1436
      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]");
1439 1440 1441 1442
    }

    pValue->notReserved = true;

1443 1444 1445 1446
    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
1450
  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;
}

1458 1459 1460 1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471 1472 1473 1474 1475 1476 1477
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);
  }

1478
  SNode*      pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
1479 1480 1481 1482 1483 1484 1485 1486 1487 1488 1489
  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;
}

1490 1491 1492 1493 1494
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);
  }

1506
  // add database precision as param
1507 1508 1509
  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);
  }

1522 1523 1524 1525 1526 1527
  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) {
1531 1532
      nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
      paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1533
      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);
1538
      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]) {
1545
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "INTERP function invalid time range");
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    }
  }

  if (4 == numOfParams) {
1550 1551
    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;
}

1571
static int32_t translateFirstLast(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1572 1573 1574 1575
  // 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) {
1576
    uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1577
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1578
    if (IS_NULL_TYPE(paraType) && QUERY_NODE_VALUE == nodeType) {
1579 1580 1581 1582
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1583
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
1584 1585 1586
  return TSDB_CODE_SUCCESS;
}

1587 1588
static int32_t translateFirstLastImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  // first(col_list) will be rewritten as first(col)
1589
  SNode*  pPara = nodesListGetNode(pFunc->pParameterList, 0);
1590 1591 1592
  uint8_t paraType = ((SExprNode*)pPara)->resType.type;
  int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
  if (isPartial) {
1593 1594
    int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
    for (int32_t i = 0; i < numOfParams; ++i) {
1595
      uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1596
      uint8_t pType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1597
      if (IS_NULL_TYPE(pType) && QUERY_NODE_VALUE == nodeType) {
1598 1599 1600 1601
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }
    }

1602 1603
    pFunc->node.resType =
        (SDataType){.bytes = getFirstLastInfoSize(paraBytes) + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1604 1605 1606 1607 1608 1609 1610 1611 1612 1613 1614 1615 1616 1617 1618 1619 1620 1621
  } 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)) {
1624
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
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  }

1627 1628
  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");
1631 1632 1633
  }

  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);
}

1645
static int32_t translateDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1646 1647
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams == 0 || numOfParams > 2) {
1648 1649 1650
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1651
  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1652 1653
  if (!IS_SIGNED_NUMERIC_TYPE(colType) && !IS_FLOAT_TYPE(colType) && TSDB_DATA_TYPE_BOOL != colType &&
      TSDB_DATA_TYPE_TIMESTAMP != colType) {
1654 1655
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1656

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  // param1
1658
  if (numOfParams == 2) {
1659 1660 1661 1662 1663
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (!IS_INTEGER_TYPE(paraType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1664 1665 1666 1667
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1668

1669 1670 1671 1672 1673 1674 1675
    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;
1676
  }
1677

1678
  uint8_t resType;
1679
  if (IS_SIGNED_NUMERIC_TYPE(colType) || TSDB_DATA_TYPE_BOOL == colType || TSDB_DATA_TYPE_TIMESTAMP == colType) {
1680 1681 1682 1683 1684
    resType = TSDB_DATA_TYPE_BIGINT;
  } else {
    resType = TSDB_DATA_TYPE_DOUBLE;
  }
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
1685 1686 1687
  return TSDB_CODE_SUCCESS;
}

1688 1689 1690 1691 1692 1693 1694 1695
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;
}

1696 1697 1698 1699 1700
static int32_t translateLength(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1701
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1702 1703 1704
    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};
1706 1707 1708
  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) {
1711 1712
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams < minParaNum || numOfParams > maxParaNum) {
1713 1714 1715
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1716
  uint8_t resultType = TSDB_DATA_TYPE_BINARY;
1717 1718
  int32_t resultBytes = 0;
  int32_t sepBytes = 0;
1719

1720
  // concat_ws separator should be constant string
1721 1722 1723 1724 1725 1726 1727 1728
  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");
    }
  }

1729
  /* For concat/concat_ws function, if params have NCHAR type, promote the final result to NCHAR */
1730
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1732
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
1733
    if (!IS_STR_DATA_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
1734 1735
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1736 1737 1738 1739 1740
    if (TSDB_DATA_TYPE_NCHAR == paraType) {
      resultType = paraType;
    }
  }

1741
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1743 1744 1745
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
    int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
    int32_t factor = 1;
1746 1747 1748 1749 1750 1751
    if (IS_NULL_TYPE(paraType)) {
      resultType = TSDB_DATA_TYPE_VARCHAR;
      resultBytes = 0;
      sepBytes = 0;
      break;
    }
1752 1753
    if (TSDB_DATA_TYPE_NCHAR == resultType && TSDB_DATA_TYPE_VARCHAR == paraType) {
      factor *= TSDB_NCHAR_SIZE;
1754
    }
1755 1756 1757 1758
    resultBytes += paraBytes * factor;

    if (i == 0) {
      sepBytes = paraBytes * factor;
1759 1760
    }
  }
1761 1762

  if (hasSep) {
1763
    resultBytes += sepBytes * (numOfParams - 3);
1764 1765
  }

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  pFunc->node.resType = (SDataType){.bytes = resultBytes, .type = resultType};
1767 1768 1769 1770
  return TSDB_CODE_SUCCESS;
}

static int32_t translateConcat(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1771
  return translateConcatImpl(pFunc, pErrBuf, len, 2, 8, false);
1772 1773 1774
}

static int32_t translateConcatWs(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1775
  return translateConcatImpl(pFunc, pErrBuf, len, 3, 9, true);
1776 1777 1778
}

static int32_t translateSubstr(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1779 1780
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1781 1782 1783
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1784
  SExprNode* pPara0 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1785
  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 1);
1786

1787 1788
  uint8_t para0Type = pPara0->resType.type;
  uint8_t para1Type = pPara1->resType.type;
1789
  if (!IS_STR_DATA_TYPE(para0Type) || !IS_INTEGER_TYPE(para1Type)) {
1790 1791
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1792

1793
  if (((SValueNode*)pPara1)->datum.i == 0) {
1794 1795 1796
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

1797
  if (3 == numOfParams) {
1798 1799
    SExprNode* pPara2 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 2);
    uint8_t    para2Type = pPara2->resType.type;
1800
    if (!IS_INTEGER_TYPE(para2Type)) {
1801 1802
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1803

1804 1805
    int64_t v = ((SValueNode*)pPara2)->datum.i;
    if (v < 0) {
1806 1807
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
1808 1809
  }

1810
  pFunc->node.resType = (SDataType){.bytes = pPara0->resType.bytes, .type = pPara0->resType.type};
1811 1812 1813 1814 1815
  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
1816

1817 1818
  // The function return type has been set during syntax parsing
  uint8_t para2Type = pFunc->node.resType.type;
1819

1820
  int32_t para2Bytes = pFunc->node.resType.bytes;
1821
  if (IS_STR_DATA_TYPE(para2Type)) {
1822 1823
    para2Bytes -= VARSTR_HEADER_SIZE;
  }
1824
  if (para2Bytes <= 0 || para2Bytes > 4096) {  // cast dst var type length limits to 4096 bytes
1825
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1826
                           "CAST function converted length should be in range [0, 4096] bytes");
1827
  }
1828 1829 1830 1831 1832

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

1833 1834 1835 1836
  return TSDB_CODE_SUCCESS;
}

static int32_t translateToIso8601(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1837 1838
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
1839 1840 1841
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1842
  // param0
1843
  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1844
  if (!IS_INTEGER_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
1845 1846 1847
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1848 1849 1850 1851 1852 1853 1854 1855 1856
  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;
    }
  }

1857
  // param1
1858 1859 1860 1861
  if (numOfParams == 2) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1);

    if (!validateTimezoneFormat(pValue)) {
1862
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "Invalid timzone format");
1863
    }
1864
  } else {  // add default client timezone
1865
    addTimezoneParam(pFunc->pParameterList);
1866 1867
  }

1868
  // set result type
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  pFunc->node.resType = (SDataType){.bytes = 64, .type = TSDB_DATA_TYPE_BINARY};
1870 1871 1872 1873 1874 1875 1876 1877
  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);
  }

1878
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1879 1880 1881
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1882
  // add database precision as param
1883
  uint8_t dbPrec = pFunc->node.resType.precision;
1884
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1885

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1887 1888 1889 1890 1891 1892 1893 1894 1895 1896
  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;
1897
  if ((!IS_STR_DATA_TYPE(para1Type) && !IS_INTEGER_TYPE(para1Type) && TSDB_DATA_TYPE_TIMESTAMP != para1Type) ||
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      !IS_INTEGER_TYPE(para2Type)) {
1899 1900 1901
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1902
  // add database precision as param
1903
  uint8_t dbPrec = pFunc->node.resType.precision;
1904

1905
  int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
1906 1907 1908 1909
  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]");
1913 1914
  }

1915
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1916

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  pFunc->node.resType =
      (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
1919 1920 1921 1922
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1923 1924
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1925 1926 1927
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1928 1929
  for (int32_t i = 0; i < 2; ++i) {
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1930
    if (!IS_STR_DATA_TYPE(paraType) && !IS_INTEGER_TYPE(paraType) && TSDB_DATA_TYPE_TIMESTAMP != paraType) {
1931 1932
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1933
  }
1934

1935
  if (3 == numOfParams) {
1936 1937 1938 1939 1940
    if (!IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1941
  // add database precision as param
1942
  uint8_t dbPrec = pFunc->node.resType.precision;
1943

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  if (3 == numOfParams) {
1945
    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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    }
1954 1955
  }

1956
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1957

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1959 1960
  return TSDB_CODE_SUCCESS;
}
1961

1962 1963 1964 1965 1966
static int32_t translateToJson(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1967
  SExprNode* pPara = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1968 1969 1970 1971
  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};
1973 1974 1975
  return TSDB_CODE_SUCCESS;
}

1976 1977 1978 1979 1980
static int32_t translateSelectValue(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1981
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};
1983 1984 1985
  return TSDB_CODE_SUCCESS;
}

1986 1987 1988 1989 1990
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;
}

1991 1992 1993 1994 1995
static int32_t translateGroupKeyFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1996 1997 1998 1999 2000
static bool getBlockDistFuncEnv(SFunctionNode* UNUSED_PARAM(pFunc), SFuncExecEnv* pEnv) {
  pEnv->calcMemSize = sizeof(STableBlockDistInfo);
  return true;
}

2001 2002 2003 2004 2005 2006 2007 2008 2009 2010
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;
}

2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022 2023 2024 2025 2026 2027 2028 2029 2030 2031 2032 2033 2034 2035 2036 2037 2038 2039 2040
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
2042
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,
2052
    .sprocessFunc = countScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = countInvertFunction,
2055 2056 2057
    .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,
2068
    .sprocessFunc = sumScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = sumInvertFunction,
2071 2072 2073
    .combineFunc  = sumCombine,
    .pPartialFunc = "sum",
    .pMergeFunc   = "sum"
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  },
  {
    .name = "min",
    .type = FUNCTION_TYPE_MIN,
2078
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2079
    .translateFunc = translateMinMax,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2082
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = minFunction,
2084
    .sprocessFunc = minScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2086 2087 2088
    .combineFunc  = minCombine,
    .pPartialFunc = "min",
    .pMergeFunc   = "min"
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  },
  {
    .name = "max",
    .type = FUNCTION_TYPE_MAX,
2093
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2094
    .translateFunc = translateMinMax,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2097
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = maxFunction,
2099
    .sprocessFunc = maxScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2101 2102 2103
    .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,
2113
    .sprocessFunc = stddevScalarFunction,
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    .finalizeFunc = stddevFinalize,
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2115 2116
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
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    .pPartialFunc = "_stddev_partial",
    .pMergeFunc   = "_stddev_merge"
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  },
2120 2121 2122 2123 2124 2125 2126 2127
  {
    .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,
2129 2130 2131 2132 2133 2134 2135 2136 2137 2138
    .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,
2140 2141 2142 2143
    .finalizeFunc = stddevFinalize,
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
  },
2144 2145 2146
  {
    .name = "leastsquares",
    .type = FUNCTION_TYPE_LEASTSQUARES,
2147
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2148 2149 2150 2151
    .translateFunc = translateLeastSQR,
    .getEnvFunc   = getLeastSQRFuncEnv,
    .initFunc     = leastSQRFunctionSetup,
    .processFunc  = leastSQRFunction,
2152
    .sprocessFunc = leastSQRScalarFunction,
2153
    .finalizeFunc = leastSQRFinalize,
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2154 2155
    .invertFunc   = NULL,
    .combineFunc  = leastSQRCombine,
2156
  },
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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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2163 2164 2165
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
2166
    .sprocessFunc = avgScalarFunction,
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    .finalizeFunc = avgFinalize,
5
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2168 2169
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
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    .pPartialFunc = "_avg_partial",
    .pMergeFunc   = "_avg_merge"
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  },
2173 2174 2175 2176
  {
    .name = "_avg_partial",
    .type = FUNCTION_TYPE_AVG_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgPartial,
2178 2179 2180
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
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    .finalizeFunc = avgPartialFinalize,
2182 2183 2184 2185 2186 2187 2188
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
  {
    .name = "_avg_merge",
    .type = FUNCTION_TYPE_AVG_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgMerge,
2190 2191
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
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    .processFunc  = avgFunctionMerge,
2193 2194 2195 2196
    .finalizeFunc = avgFinalize,
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
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  {
    .name = "percentile",
    .type = FUNCTION_TYPE_PERCENTILE,
2200
    .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,
2205
    .sprocessFunc = percentileScalarFunction,
2206 2207 2208
    .finalizeFunc = percentileFinalize,
    .invertFunc   = NULL,
    .combineFunc  = NULL,
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  },
  {
    .name = "apercentile",
    .type = FUNCTION_TYPE_APERCENTILE,
2213
    .classification = FUNC_MGT_AGG_FUNC,
2214
    .translateFunc = translateApercentile,
2215 2216 2217
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2218
    .sprocessFunc = apercentileScalarFunction,
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    .finalizeFunc = apercentileFinalize,
2220
    .invertFunc   = NULL,
2221
    .combineFunc  = apercentileCombine,
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    .pPartialFunc = "_apercentile_partial",
2223 2224
    .pMergeFunc   = "_apercentile_merge",
    .createMergeParaFuc = apercentileCreateMergeParam
2225 2226 2227
  },
  {
    .name = "_apercentile_partial",
2228
    .type = FUNCTION_TYPE_APERCENTILE_PARTIAL,
2229 2230 2231 2232 2233
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateApercentilePartial,
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2234 2235 2236
    .finalizeFunc = apercentilePartialFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
2237 2238 2239 2240
  },
  {
    .name = "_apercentile_merge",
    .type = FUNCTION_TYPE_APERCENTILE_MERGE,
2241
    .classification = FUNC_MGT_AGG_FUNC,
2242
    .translateFunc = translateApercentileMerge,
2243
    .getEnvFunc   = getApercentileFuncEnv,
2244
    .initFunc     = apercentileFunctionSetup,
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    .processFunc  = apercentileFunctionMerge,
2246 2247 2248
    .finalizeFunc = apercentileFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
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2249 2250 2251 2252
  },
  {
    .name = "top",
    .type = FUNCTION_TYPE_TOP,
2253
    .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,
2261 2262
    .pPartialFunc = "top",
    .pMergeFunc   = "top",
2263
    .createMergeParaFuc = topBotCreateMergeParam
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  },
  {
    .name = "bottom",
    .type = FUNCTION_TYPE_BOTTOM,
2268
    .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,
2270
    .getEnvFunc   = getTopBotFuncEnv,
2271
    .initFunc     = topBotFunctionSetup,
2272
    .processFunc  = bottomFunction,
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    .sprocessFunc = topBotScalarFunction,
2274 2275
    .finalizeFunc = topBotFinalize,
    .combineFunc  = bottomCombine,
2276 2277
    .pPartialFunc = "bottom",
    .pMergeFunc   = "bottom",
2278
    .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,
2289
    .sprocessFunc = spreadScalarFunction,
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    .finalizeFunc = spreadFinalize,
2291 2292
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
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    .pPartialFunc = "_spread_partial",
    .pMergeFunc   = "_spread_merge"
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  },
2296 2297 2298 2299
  {
    .name = "_spread_partial",
    .type = FUNCTION_TYPE_SPREAD_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
2300
    .translateFunc = translateSpreadPartial,
2301 2302 2303 2304
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2305 2306 2307
    .finalizeFunc = spreadPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2308 2309 2310 2311 2312
  },
  {
    .name = "_spread_merge",
    .type = FUNCTION_TYPE_SPREAD_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
2313
    .translateFunc = translateSpreadMerge,
2314 2315 2316
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
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Ganlin Zhao 已提交
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    .processFunc  = spreadFunctionMerge,
2318 2319 2320
    .finalizeFunc = spreadFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2321
  },
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2322 2323 2324
  {
    .name = "elapsed",
    .type = FUNCTION_TYPE_ELAPSED,
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2325
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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2326 2327 2328 2329 2330
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsed,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
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Ganlin Zhao 已提交
2331
    .finalizeFunc = elapsedFinalize,
2332 2333
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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Ganlin Zhao 已提交
2334
  },
2335 2336 2337 2338 2339 2340 2341 2342 2343
  {
    .name = "_elapsed_partial",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedPartial,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
2344 2345 2346
    .finalizeFunc = elapsedPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
2347 2348 2349 2350 2351 2352 2353 2354 2355
  },
  {
    .name = "_elapsed_merge",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedMerge,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
2356
    .processFunc  = elapsedFunctionMerge,
2357 2358 2359
    .finalizeFunc = elapsedFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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Ganlin Zhao 已提交
2360
  },
2361 2362 2363
  {
    .name = "interp",
    .type = FUNCTION_TYPE_INTERP,
2364 2365
    .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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2366
    .translateFunc = translateInterp,
2367 2368 2369 2370 2371
    .getEnvFunc    = getSelectivityFuncEnv,
    .initFunc      = functionSetup,
    .processFunc   = NULL,
    .finalizeFunc  = NULL
  },
2372 2373 2374
  {
    .name = "derivative",
    .type = FUNCTION_TYPE_DERIVATIVE,
2375
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2376
                      FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_CUMULATIVE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2377 2378 2379 2380
    .translateFunc = translateDerivative,
    .getEnvFunc   = getDerivativeFuncEnv,
    .initFunc     = derivativeFuncSetup,
    .processFunc  = derivativeFunction,
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    .sprocessFunc = derivativeScalarFunction,
2382 2383
    .finalizeFunc = functionFinalize,
    .estimateReturnRowsFunc = derivativeEstReturnRows
2384
  },
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Ganlin Zhao 已提交
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  {
    .name = "irate",
    .type = FUNCTION_TYPE_IRATE,
2388
    .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,
2393
    .sprocessFunc = irateScalarFunction,
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2394 2395
    .finalizeFunc = irateFinalize
  },
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Ganlin Zhao 已提交
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  {
    .name = "last_row",
    .type = FUNCTION_TYPE_LAST_ROW,
2399
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2400
    .translateFunc = translateFirstLast,
2401
    .dynDataRequiredFunc = lastDynDataReq,
2402 2403
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2404
    .processFunc  = lastRowFunction,
2405
    .sprocessFunc = firstLastScalarFunction,
2406 2407
    .pPartialFunc = "_last_row_partial",
    .pMergeFunc   = "_last_row_merge",
2408 2409 2410 2411 2412
    .finalizeFunc = firstLastFinalize
  },
  {
    .name = "_cache_last_row",
    .type = FUNCTION_TYPE_CACHE_LAST_ROW,
2413
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2414 2415 2416
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2417
    .processFunc  = cachedLastRowFunction,
2418
    .finalizeFunc = firstLastFinalize
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Ganlin Zhao 已提交
2419
  },
2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438 2439 2440
  {
    .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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Ganlin Zhao 已提交
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  {
    .name = "first",
    .type = FUNCTION_TYPE_FIRST,
2444
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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Ganlin Zhao 已提交
2445 2446 2447 2448
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
2449
    .sprocessFunc = firstLastScalarFunction,
2450
    .finalizeFunc = firstLastFinalize,
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Ganlin Zhao 已提交
2451 2452
    .pPartialFunc = "_first_partial",
    .pMergeFunc   = "_first_merge",
2453
    .combineFunc  = firstCombine,
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Ganlin Zhao 已提交
2454
  },
2455 2456 2457
  {
    .name = "_first_partial",
    .type = FUNCTION_TYPE_FIRST_PARTIAL,
2458
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2459 2460 2461 2462
    .translateFunc = translateFirstLastPartial,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
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Ganlin Zhao 已提交
2463
    .finalizeFunc = firstLastPartialFinalize,
2464 2465 2466 2467 2468
    .combineFunc  = firstCombine,
  },
  {
    .name = "_first_merge",
    .type = FUNCTION_TYPE_FIRST_MERGE,
2469
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2470 2471 2472
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
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Ganlin Zhao 已提交
2473
    .processFunc  = firstFunctionMerge,
2474 2475 2476
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = firstCombine,
  },
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Ganlin Zhao 已提交
2477 2478 2479
  {
    .name = "last",
    .type = FUNCTION_TYPE_LAST,
2480
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
G
Ganlin Zhao 已提交
2481
    .translateFunc = translateFirstLast,
2482
    .dynDataRequiredFunc = lastDynDataReq,
G
Ganlin Zhao 已提交
2483 2484 2485
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
2486
    .sprocessFunc = firstLastScalarFunction,
2487
    .finalizeFunc = firstLastFinalize,
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Ganlin Zhao 已提交
2488 2489
    .pPartialFunc = "_last_partial",
    .pMergeFunc   = "_last_merge",
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54liuyao 已提交
2490
    .combineFunc  = lastCombine,
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Ganlin Zhao 已提交
2491
  },
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2492 2493 2494
  {
    .name = "_last_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
2495
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
G
Ganlin Zhao 已提交
2496
    .translateFunc = translateFirstLastPartial,
2497
    .dynDataRequiredFunc = lastDynDataReq,
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Ganlin Zhao 已提交
2498 2499 2500 2501 2502 2503 2504 2505 2506
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
    .finalizeFunc = firstLastPartialFinalize,
    .combineFunc  = lastCombine,
  },
  {
    .name = "_last_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
2507
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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Ganlin Zhao 已提交
2508 2509 2510 2511 2512 2513 2514
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = lastCombine,
  },
2515 2516 2517
  {
    .name = "twa",
    .type = FUNCTION_TYPE_TWA,
2518
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2519
    .translateFunc = translateInNumOutDou,
H
Haojun Liao 已提交
2520
    .dataRequiredFunc = statisDataRequired,
2521 2522 2523
    .getEnvFunc    = getTwaFuncEnv,
    .initFunc      = twaFunctionSetup,
    .processFunc   = twaFunction,
2524
    .sprocessFunc  = twaScalarFunction,
2525 2526
    .finalizeFunc  = twaFinalize
  },
2527 2528 2529
  {
    .name = "histogram",
    .type = FUNCTION_TYPE_HISTOGRAM,
2530
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2531 2532 2533 2534
    .translateFunc = translateHistogram,
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
    .processFunc  = histogramFunction,
2535
    .sprocessFunc = histogramScalarFunction,
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Ganlin Zhao 已提交
2536
    .finalizeFunc = histogramFinalize,
2537 2538
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
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Ganlin Zhao 已提交
2539
    .pPartialFunc = "_histogram_partial",
2540
    .pMergeFunc   = "_histogram_merge",
2541
  },
2542 2543 2544
  {
    .name = "_histogram_partial",
    .type = FUNCTION_TYPE_HISTOGRAM_PARTIAL,
2545
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2546
    .translateFunc = translateHistogramPartial,
2547 2548
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
2549
    .processFunc  = histogramFunctionPartial,
2550 2551 2552
    .finalizeFunc = histogramPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2553 2554 2555 2556
  },
  {
    .name = "_histogram_merge",
    .type = FUNCTION_TYPE_HISTOGRAM_MERGE,
2557
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2558
    .translateFunc = translateHistogramMerge,
2559
    .getEnvFunc   = getHistogramFuncEnv,
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Ganlin Zhao 已提交
2560
    .initFunc     = functionSetup,
2561
    .processFunc  = histogramFunctionMerge,
2562 2563 2564
    .finalizeFunc = histogramFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2565
  },
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Ganlin Zhao 已提交
2566 2567 2568
  {
    .name = "hyperloglog",
    .type = FUNCTION_TYPE_HYPERLOGLOG,
2569
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2570 2571 2572 2573
    .translateFunc = translateHLL,
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2574
    .sprocessFunc = hllScalarFunction,
G
Ganlin Zhao 已提交
2575
    .finalizeFunc = hllFinalize,
2576 2577
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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Ganlin Zhao 已提交
2578 2579
    .pPartialFunc = "_hyperloglog_partial",
    .pMergeFunc   = "_hyperloglog_merge"
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Ganlin Zhao 已提交
2580
  },
2581 2582
  {
    .name = "_hyperloglog_partial",
2583
    .type = FUNCTION_TYPE_HYPERLOGLOG_PARTIAL,
2584
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2585
    .translateFunc = translateHLLPartial,
2586 2587 2588
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2589 2590 2591
    .finalizeFunc = hllPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
2592 2593 2594
  },
  {
    .name = "_hyperloglog_merge",
2595
    .type = FUNCTION_TYPE_HYPERLOGLOG_MERGE,
2596
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2597
    .translateFunc = translateHLLMerge,
2598 2599
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
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Ganlin Zhao 已提交
2600
    .processFunc  = hllFunctionMerge,
2601 2602 2603
    .finalizeFunc = hllFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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Ganlin Zhao 已提交
2604
  },
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Ganlin Zhao 已提交
2605 2606 2607
  {
    .name = "diff",
    .type = FUNCTION_TYPE_DIFF,
2608 2609
    .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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2610 2611 2612 2613
    .translateFunc = translateDiff,
    .getEnvFunc   = getDiffFuncEnv,
    .initFunc     = diffFunctionSetup,
    .processFunc  = diffFunction,
2614
    .sprocessFunc = diffScalarFunction,
2615
    .finalizeFunc = functionFinalize,
2616
    .estimateReturnRowsFunc = diffEstReturnRows,
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Ganlin Zhao 已提交
2617
  },
2618
  {
2619
    .name = "statecount",
2620
    .type = FUNCTION_TYPE_STATE_COUNT,
2621
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2622
    .translateFunc = translateStateCount,
2623 2624 2625
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateCountFunction,
2626
    .sprocessFunc = stateCountScalarFunction,
2627 2628
    .finalizeFunc = NULL
  },
2629
  {
2630
    .name = "stateduration",
2631
    .type = FUNCTION_TYPE_STATE_DURATION,
2632
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2633 2634 2635 2636
    .translateFunc = translateStateDuration,
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateDurationFunction,
2637
    .sprocessFunc = stateDurationScalarFunction,
2638 2639
    .finalizeFunc = NULL
  },
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Ganlin Zhao 已提交
2640 2641 2642
  {
    .name = "csum",
    .type = FUNCTION_TYPE_CSUM,
2643 2644
    .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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Ganlin Zhao 已提交
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    .translateFunc = translateCsum,
    .getEnvFunc   = getCsumFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = csumFunction,
2649
    .sprocessFunc = csumScalarFunction,
2650 2651
    .finalizeFunc = NULL,
    .estimateReturnRowsFunc = csumEstReturnRows,
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Ganlin Zhao 已提交
2652
  },
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Ganlin Zhao 已提交
2653 2654 2655
  {
    .name = "mavg",
    .type = FUNCTION_TYPE_MAVG,
2656
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
G
Ganlin Zhao 已提交
2657 2658
    .translateFunc = translateMavg,
    .getEnvFunc   = getMavgFuncEnv,
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Ganlin Zhao 已提交
2659
    .initFunc     = mavgFunctionSetup,
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Ganlin Zhao 已提交
2660
    .processFunc  = mavgFunction,
2661
    .sprocessFunc = mavgScalarFunction,
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Ganlin Zhao 已提交
2662 2663
    .finalizeFunc = NULL
  },
G
Ganlin Zhao 已提交
2664 2665 2666
  {
    .name = "sample",
    .type = FUNCTION_TYPE_SAMPLE,
2667
    .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,
G
Ganlin Zhao 已提交
2668 2669 2670 2671
    .translateFunc = translateSample,
    .getEnvFunc   = getSampleFuncEnv,
    .initFunc     = sampleFunctionSetup,
    .processFunc  = sampleFunction,
2672
    .sprocessFunc = sampleScalarFunction,
2673
    .finalizeFunc = sampleFinalize
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Ganlin Zhao 已提交
2674
  },
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Ganlin Zhao 已提交
2675 2676 2677
  {
    .name = "tail",
    .type = FUNCTION_TYPE_TAIL,
2678 2679
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
G
Ganlin Zhao 已提交
2680 2681 2682 2683
    .translateFunc = translateTail,
    .getEnvFunc   = getTailFuncEnv,
    .initFunc     = tailFunctionSetup,
    .processFunc  = tailFunction,
2684
    .sprocessFunc = tailScalarFunction,
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Ganlin Zhao 已提交
2685
    .finalizeFunc = NULL
G
Ganlin Zhao 已提交
2686
  },
2687 2688 2689
  {
    .name = "unique",
    .type = FUNCTION_TYPE_UNIQUE,
2690
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
2691
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2692 2693 2694 2695
    .translateFunc = translateUnique,
    .getEnvFunc   = getUniqueFuncEnv,
    .initFunc     = uniqueFunctionSetup,
    .processFunc  = uniqueFunction,
2696
    .sprocessFunc = uniqueScalarFunction,
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Ganlin Zhao 已提交
2697
    .finalizeFunc = NULL
2698
  },
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Ganlin Zhao 已提交
2699 2700 2701 2702 2703
  {
    .name = "mode",
    .type = FUNCTION_TYPE_MODE,
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateMode,
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Ganlin Zhao 已提交
2704 2705 2706
    .getEnvFunc   = getModeFuncEnv,
    .initFunc     = modeFunctionSetup,
    .processFunc  = modeFunction,
2707
    .sprocessFunc = modeScalarFunction,
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Ganlin Zhao 已提交
2708
    .finalizeFunc = modeFinalize,
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2709
  },
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2710 2711 2712 2713 2714 2715 2716 2717 2718 2719 2720 2721 2722 2723
  {
    .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,
2724
    .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));