builtins.c 114.3 KB
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/*
 * Copyright (c) 2019 TAOS Data, Inc. <jhtao@taosdata.com>
 *
 * This program is free software: you can use, redistribute, and/or modify
 * it under the terms of the GNU Affero General Public License, version 3
 * or later ("AGPL"), as published by the Free Software Foundation.
 *
 * This program is distributed in the hope that it will be useful, but WITHOUT
 * ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or
 * FITNESS FOR A PARTICULAR PURPOSE.
 *
 * You should have received a copy of the GNU Affero General Public License
 * along with this program. If not, see <http://www.gnu.org/licenses/>.
 */

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

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

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

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

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#define TIME_UNIT_INVALID   1
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#define TIME_UNIT_TOO_SMALL 2

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

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

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

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

  return TSDB_CODE_SUCCESS;
}

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

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

  return true;
}

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

  return false;
}

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

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

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

  return true;
}

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

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

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

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

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

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

  return true;
}

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

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

  return numOfSpaces;
}

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

  int32_t numOfSpaces = 0;
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  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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}

519
static int32_t translateApercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
520 521
  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
545
  if (3 == numOfParams) {
546
    uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
547
    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'");
555
    }
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    pValue = (SValueNode*)pParamNode2;
    pValue->notReserved = true;
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  }

561 562 563 564 565 566 567 568 569 570 571 572 573 574 575 576 577 578 579 580 581 582 583 584 585 586 587 588 589 590 591 592 593
  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);
  }

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  if (pValue->datum.i < 1 || pValue->datum.i > TOP_BOTTOM_QUERY_LIMIT) {
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    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;
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  if (!IS_NUMERIC_TYPE(paraType) && !IS_TIMESTAMP_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;
}

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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) {
714
    if (!IS_NUMERIC_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
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      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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763 764
    uint8_t dbPrec = pFunc->node.resType.precision;

765
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
766
    if (ret == TIME_UNIT_TOO_SMALL) {
767 768
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "ELAPSED function time unit parameter should be greater than db precision");
769
    } 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;
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    if (!IS_TIMESTAMP_TYPE(paraType)) {
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      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) {
846
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
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    if (i > 0) {  // param1 & param2
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      if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }

      SValueNode* pValue = (SValueNode*)pParamNode;

      pValue->notReserved = true;
    }

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

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

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

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

  return binType;
}

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

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

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

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

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

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

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

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

1022
  cJSON_Delete(binDesc);
1023 1024 1025 1026
  taosMemoryFree(intervals);
  return true;
}

1027
static int32_t translateHistogram(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1028 1029
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (4 != numOfParams) {
1030 1031 1032 1033 1034 1035 1036 1037
    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
1039 1040
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1041
      !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1042 1043 1044
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1045 1046
  int8_t binType;
  char*  binDesc;
1047 1048 1049 1050 1051 1052 1053 1054 1055 1056
  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;

1057 1058 1059 1060 1061 1062 1063 1064 1065 1066
    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};
1068 1069 1070 1071 1072 1073
      binDesc = varDataVal(pValue->datum.p);
      if (!validateHistogramBinDesc(binDesc, binType, errMsg, (int32_t)sizeof(errMsg))) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, errMsg);
      }
    }

1074
    if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1075 1076
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "HISTOGRAM function normalized parameter should be 0/1");
1077
    }
1078 1079
  }

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  pFunc->node.resType = (SDataType){.bytes = 512, .type = TSDB_DATA_TYPE_BINARY};
1081 1082 1083
  return TSDB_CODE_SUCCESS;
}

1084 1085 1086 1087 1088 1089 1090 1091 1092 1093 1094 1095 1096
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
1097 1098
    if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
        ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1099
        !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1100 1101 1102
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1103 1104
    int8_t binType;
    char*  binDesc;
1105 1106 1107 1108 1109 1110 1111 1112 1113 1114
    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;

1115 1116 1117 1118 1119 1120 1121 1122 1123 1124 1125 1126 1127 1128 1129 1130 1131
      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);
        }
      }

1132
      if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1133 1134
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "HISTOGRAM function normalized parameter should be 0/1");
1135
      }
1136 1137
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getHistogramInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1140 1141 1142 1143 1144 1145 1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156
  } 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);
}
1157

1158 1159 1160 1161
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);
  }

1167
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
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  return TSDB_CODE_SUCCESS;
}

1171 1172 1173 1174 1175 1176
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};
1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193
  } 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);
}

1194 1195 1196 1197
static bool validateStateOper(const SValueNode* pVal) {
  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }
1198 1199 1200 1201
  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));
1202 1203
}

1204
static int32_t translateStateCount(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1205 1206
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams) {
1207 1208 1209 1210 1211 1212 1213 1214
    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
1216 1217 1218 1219 1220 1221 1222 1223
  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;

1224 1225
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1226
                             "Second parameter of STATECOUNT function"
1227 1228 1229
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
    }

1230 1231 1232
    pValue->notReserved = true;
  }

1233 1234 1235 1236 1237 1238
  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
1240
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1241 1242 1243
  return TSDB_CODE_SUCCESS;
}

1244
static int32_t translateStateDuration(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1245 1246
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams && 4 != numOfParams) {
1247 1248 1249 1250 1251 1252 1253 1254
    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
1256 1257 1258 1259 1260 1261 1262 1263
  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;

1264 1265
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1266
                             "Second parameter of STATEDURATION function"
1267
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
1268 1269 1270
    } 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");
1271 1272
    }

1273 1274 1275
    pValue->notReserved = true;
  }

1276 1277 1278 1279 1280 1281
  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) {
1284 1285 1286
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1287 1288 1289
  if (numOfParams == 4) {
    uint8_t dbPrec = pFunc->node.resType.precision;

1290
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 3));
1291 1292 1293 1294 1295
    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]");
1298 1299 1300
    }
  }

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  // set result type
1302
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1303 1304 1305
  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)) {
1308
    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);
    }
  }

1327
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
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  return TSDB_CODE_SUCCESS;
}

1331 1332
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;
1339

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  // param1
1341 1342 1343 1344 1345 1346 1347 1348 1349 1350 1351 1352
  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);
  }

1367 1368 1369
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;

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  // param1
1371 1372 1373 1374 1375 1376 1377 1378
  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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  }

1381 1382
  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
1389
  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};
  }
1394

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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTail(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1399 1400
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1404 1405
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;
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  // param1 & param2
1408
  for (int32_t i = 1; i < numOfParams; ++i) {
1409 1410 1411 1412 1413 1414 1415
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1416 1417
    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) {
1418
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
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1419 1420
                             "TAIL function second parameter should be in range [1, 100], "
                             "third parameter should be in range [0, 100]");
1421 1422 1423 1424
    }

    pValue->notReserved = true;

1425 1426 1427 1428
    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
1432
  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;
}

1440 1441 1442 1443 1444 1445 1446 1447 1448 1449 1450 1451 1452 1453 1454 1455 1456 1457 1458 1459
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);
  }

1460
  SNode*      pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
1461 1462 1463 1464 1465 1466 1467 1468 1469 1470 1471
  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;
}

1472 1473 1474 1475 1476
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);
  }

1488
  // add database precision as param
1489 1490 1491
  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);
  }

1504 1505 1506 1507 1508 1509
  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) {
1513 1514
      nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
      paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1515
      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);
1520
      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]) {
1527
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "INTERP function invalid time range");
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    }
  }

  if (4 == numOfParams) {
1532 1533
    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;
}

1553
static int32_t translateFirstLast(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1554 1555 1556 1557
  // 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) {
1558
    uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1559
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1560
    if (IS_NULL_TYPE(paraType) && QUERY_NODE_VALUE == nodeType) {
1561 1562 1563 1564
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1565
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
1566 1567 1568
  return TSDB_CODE_SUCCESS;
}

1569 1570
static int32_t translateFirstLastImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  // first(col_list) will be rewritten as first(col)
1571
  SNode*  pPara = nodesListGetNode(pFunc->pParameterList, 0);
1572 1573 1574
  uint8_t paraType = ((SExprNode*)pPara)->resType.type;
  int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
  if (isPartial) {
1575 1576
    int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
    for (int32_t i = 0; i < numOfParams; ++i) {
1577
      uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1578
      uint8_t pType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1579
      if (IS_NULL_TYPE(pType) && QUERY_NODE_VALUE == nodeType) {
1580 1581 1582 1583
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }
    }

1584 1585
    pFunc->node.resType =
        (SDataType){.bytes = getFirstLastInfoSize(paraBytes) + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1586 1587 1588 1589 1590 1591 1592 1593 1594 1595 1596 1597 1598 1599 1600 1601 1602 1603
  } 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)) {
1606
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
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  }

1609 1610
  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");
1613 1614 1615
  }

  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);
}

1627
static int32_t translateDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1628 1629
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams == 0 || numOfParams > 2) {
1630 1631 1632
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1633
  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1634
  if (!IS_SIGNED_NUMERIC_TYPE(colType) && !IS_FLOAT_TYPE(colType) && TSDB_DATA_TYPE_BOOL != colType &&
1635
      !IS_TIMESTAMP_TYPE(colType)) {
1636 1637
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1638

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  // param1
1640
  if (numOfParams == 2) {
1641 1642 1643 1644 1645
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (!IS_INTEGER_TYPE(paraType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1646 1647 1648 1649
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1650

1651 1652 1653 1654 1655 1656 1657
    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;
1658
  }
1659

1660
  uint8_t resType;
1661
  if (IS_SIGNED_NUMERIC_TYPE(colType) || IS_TIMESTAMP_TYPE(colType) || TSDB_DATA_TYPE_BOOL == colType) {
1662 1663 1664 1665 1666
    resType = TSDB_DATA_TYPE_BIGINT;
  } else {
    resType = TSDB_DATA_TYPE_DOUBLE;
  }
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
1667 1668 1669
  return TSDB_CODE_SUCCESS;
}

1670 1671 1672 1673 1674 1675 1676 1677
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;
}

1678 1679 1680 1681 1682
static int32_t translateLength(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1683
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1684 1685 1686
    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};
1688 1689 1690
  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) {
1693 1694
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams < minParaNum || numOfParams > maxParaNum) {
1695 1696 1697
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1698
  uint8_t resultType = TSDB_DATA_TYPE_BINARY;
1699 1700
  int32_t resultBytes = 0;
  int32_t sepBytes = 0;
1701

1702
  // concat_ws separator should be constant string
1703 1704 1705 1706 1707 1708 1709 1710
  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");
    }
  }

1711
  /* For concat/concat_ws function, if params have NCHAR type, promote the final result to NCHAR */
1712
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1714
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
1715
    if (!IS_STR_DATA_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
1716 1717
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1718 1719 1720 1721 1722
    if (TSDB_DATA_TYPE_NCHAR == paraType) {
      resultType = paraType;
    }
  }

1723
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1725 1726 1727
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
    int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
    int32_t factor = 1;
1728 1729 1730 1731 1732 1733
    if (IS_NULL_TYPE(paraType)) {
      resultType = TSDB_DATA_TYPE_VARCHAR;
      resultBytes = 0;
      sepBytes = 0;
      break;
    }
1734 1735
    if (TSDB_DATA_TYPE_NCHAR == resultType && TSDB_DATA_TYPE_VARCHAR == paraType) {
      factor *= TSDB_NCHAR_SIZE;
1736
    }
1737 1738 1739 1740
    resultBytes += paraBytes * factor;

    if (i == 0) {
      sepBytes = paraBytes * factor;
1741 1742
    }
  }
1743 1744

  if (hasSep) {
1745
    resultBytes += sepBytes * (numOfParams - 3);
1746 1747
  }

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  pFunc->node.resType = (SDataType){.bytes = resultBytes, .type = resultType};
1749 1750 1751 1752
  return TSDB_CODE_SUCCESS;
}

static int32_t translateConcat(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1753
  return translateConcatImpl(pFunc, pErrBuf, len, 2, 8, false);
1754 1755 1756
}

static int32_t translateConcatWs(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1757
  return translateConcatImpl(pFunc, pErrBuf, len, 3, 9, true);
1758 1759 1760
}

static int32_t translateSubstr(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1761 1762
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1763 1764 1765
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1766
  SExprNode* pPara0 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1767
  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 1);
1768

1769 1770
  uint8_t para0Type = pPara0->resType.type;
  uint8_t para1Type = pPara1->resType.type;
1771
  if (!IS_STR_DATA_TYPE(para0Type) || !IS_INTEGER_TYPE(para1Type)) {
1772 1773
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1774

1775
  if (((SValueNode*)pPara1)->datum.i == 0) {
1776 1777 1778
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

1779
  if (3 == numOfParams) {
1780 1781
    SExprNode* pPara2 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 2);
    uint8_t    para2Type = pPara2->resType.type;
1782
    if (!IS_INTEGER_TYPE(para2Type)) {
1783 1784
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1785

1786 1787
    int64_t v = ((SValueNode*)pPara2)->datum.i;
    if (v < 0) {
1788 1789
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
1790 1791
  }

1792
  pFunc->node.resType = (SDataType){.bytes = pPara0->resType.bytes, .type = pPara0->resType.type};
1793 1794 1795 1796 1797
  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
1798

1799 1800
  // The function return type has been set during syntax parsing
  uint8_t para2Type = pFunc->node.resType.type;
1801

1802
  int32_t para2Bytes = pFunc->node.resType.bytes;
1803
  if (IS_STR_DATA_TYPE(para2Type)) {
1804 1805
    para2Bytes -= VARSTR_HEADER_SIZE;
  }
1806
  if (para2Bytes <= 0 || para2Bytes > 4096) {  // cast dst var type length limits to 4096 bytes
1807
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1808
                           "CAST function converted length should be in range [0, 4096] bytes");
1809
  }
1810 1811 1812 1813 1814

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

1815 1816 1817 1818
  return TSDB_CODE_SUCCESS;
}

static int32_t translateToIso8601(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1819 1820
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
1821 1822 1823
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1824
  // param0
1825
  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1826
  if (!IS_INTEGER_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
1827 1828 1829
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1830 1831 1832 1833 1834 1835 1836 1837 1838
  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;
    }
  }

1839
  // param1
1840 1841 1842 1843
  if (numOfParams == 2) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1);

    if (!validateTimezoneFormat(pValue)) {
1844
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "Invalid timzone format");
1845
    }
1846
  } else {  // add default client timezone
1847
    addTimezoneParam(pFunc->pParameterList);
1848 1849
  }

1850
  // set result type
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1851
  pFunc->node.resType = (SDataType){.bytes = 64, .type = TSDB_DATA_TYPE_BINARY};
1852 1853 1854 1855 1856 1857 1858 1859
  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);
  }

1860
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1861 1862 1863
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1864
  // add database precision as param
1865
  uint8_t dbPrec = pFunc->node.resType.precision;
1866
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1869 1870 1871 1872 1873 1874 1875 1876 1877 1878
  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;
1879
  if ((!IS_STR_DATA_TYPE(para1Type) && !IS_INTEGER_TYPE(para1Type) && !IS_TIMESTAMP_TYPE(para1Type)) ||
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      !IS_INTEGER_TYPE(para2Type)) {
1881 1882 1883
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1884
  // add database precision as param
1885
  uint8_t dbPrec = pFunc->node.resType.precision;
1886

1887
  int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
1888 1889 1890 1891
  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]");
1895 1896
  }

1897
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1898

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  pFunc->node.resType =
      (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
1901 1902 1903 1904
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1905 1906
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1907 1908 1909
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1910 1911
  for (int32_t i = 0; i < 2; ++i) {
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1912
    if (!IS_STR_DATA_TYPE(paraType) && !IS_INTEGER_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
1913 1914
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1915
  }
1916

1917
  if (3 == numOfParams) {
1918 1919 1920 1921 1922
    if (!IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1923
  // add database precision as param
1924
  uint8_t dbPrec = pFunc->node.resType.precision;
1925

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  if (3 == numOfParams) {
1927
    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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    }
1936 1937
  }

1938
  addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
1939

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1941 1942
  return TSDB_CODE_SUCCESS;
}
1943

1944 1945 1946 1947 1948
static int32_t translateToJson(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1949
  SExprNode* pPara = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1950 1951 1952 1953
  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};
1955 1956 1957
  return TSDB_CODE_SUCCESS;
}

1958 1959 1960 1961 1962
static int32_t translateSelectValue(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1963
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};
1965 1966 1967
  return TSDB_CODE_SUCCESS;
}

1968 1969 1970 1971 1972
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;
}

1973 1974 1975 1976 1977
static int32_t translateGroupKeyFunc(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1978 1979 1980 1981 1982
static bool getBlockDistFuncEnv(SFunctionNode* UNUSED_PARAM(pFunc), SFuncExecEnv* pEnv) {
  pEnv->calcMemSize = sizeof(STableBlockDistInfo);
  return true;
}

1983 1984 1985 1986 1987 1988 1989 1990 1991 1992
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;
}

1993 1994 1995 1996 1997 1998 1999 2000 2001 2002 2003 2004 2005 2006 2007 2008 2009 2010 2011 2012 2013 2014 2015 2016 2017 2018 2019 2020 2021 2022
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;
}

2023 2024 2025 2026 2027
static int32_t translateTagsPseudoColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // The _tags pseudo-column will be expanded to the actual tags on the client side
  return TSDB_CODE_SUCCESS;
}

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// clang-format off
2029
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,
2039
    .sprocessFunc = countScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = countInvertFunction,
2042 2043 2044
    .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,
2055
    .sprocessFunc = sumScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = sumInvertFunction,
2058 2059 2060
    .combineFunc  = sumCombine,
    .pPartialFunc = "sum",
    .pMergeFunc   = "sum"
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  },
  {
    .name = "min",
    .type = FUNCTION_TYPE_MIN,
2065
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2066
    .translateFunc = translateInOutNum,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2069
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = minFunction,
2071
    .sprocessFunc = minScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2073 2074 2075
    .combineFunc  = minCombine,
    .pPartialFunc = "min",
    .pMergeFunc   = "min"
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  },
  {
    .name = "max",
    .type = FUNCTION_TYPE_MAX,
2080
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2081
    .translateFunc = translateInOutNum,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2084
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = maxFunction,
2086
    .sprocessFunc = maxScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2088 2089 2090
    .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,
2100
    .sprocessFunc = stddevScalarFunction,
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    .finalizeFunc = stddevFinalize,
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    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
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    .pPartialFunc = "_stddev_partial",
    .pMergeFunc   = "_stddev_merge"
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  },
2107 2108 2109 2110 2111 2112 2113 2114
  {
    .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,
2116 2117 2118 2119 2120 2121 2122 2123 2124 2125
    .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,
2127 2128 2129 2130
    .finalizeFunc = stddevFinalize,
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
  },
2131 2132 2133
  {
    .name = "leastsquares",
    .type = FUNCTION_TYPE_LEASTSQUARES,
2134
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2135 2136 2137 2138
    .translateFunc = translateLeastSQR,
    .getEnvFunc   = getLeastSQRFuncEnv,
    .initFunc     = leastSQRFunctionSetup,
    .processFunc  = leastSQRFunction,
2139
    .sprocessFunc = leastSQRScalarFunction,
2140
    .finalizeFunc = leastSQRFinalize,
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    .invertFunc   = NULL,
    .combineFunc  = leastSQRCombine,
2143
  },
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  {
    .name = "avg",
    .type = FUNCTION_TYPE_AVG,
2147
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED,
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    .translateFunc = translateInNumOutDou,
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    .dataRequiredFunc = statisDataRequired,
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    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
2153
    .sprocessFunc = avgScalarFunction,
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    .finalizeFunc = avgFinalize,
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    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
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    .pPartialFunc = "_avg_partial",
    .pMergeFunc   = "_avg_merge"
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  },
2160 2161 2162 2163
  {
    .name = "_avg_partial",
    .type = FUNCTION_TYPE_AVG_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgPartial,
2165
    .dataRequiredFunc = statisDataRequired,
2166 2167 2168
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
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    .finalizeFunc = avgPartialFinalize,
2170 2171 2172 2173 2174 2175 2176
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
  {
    .name = "_avg_merge",
    .type = FUNCTION_TYPE_AVG_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgMerge,
2178 2179
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
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    .processFunc  = avgFunctionMerge,
2181 2182 2183 2184
    .finalizeFunc = avgFinalize,
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
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  {
    .name = "percentile",
    .type = FUNCTION_TYPE_PERCENTILE,
2188
    .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,
2193
    .sprocessFunc = percentileScalarFunction,
2194 2195 2196
    .finalizeFunc = percentileFinalize,
    .invertFunc   = NULL,
    .combineFunc  = NULL,
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  },
  {
    .name = "apercentile",
    .type = FUNCTION_TYPE_APERCENTILE,
2201
    .classification = FUNC_MGT_AGG_FUNC,
2202
    .translateFunc = translateApercentile,
2203 2204 2205
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2206
    .sprocessFunc = apercentileScalarFunction,
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    .finalizeFunc = apercentileFinalize,
2208
    .invertFunc   = NULL,
2209
    .combineFunc  = apercentileCombine,
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    .pPartialFunc = "_apercentile_partial",
2211 2212
    .pMergeFunc   = "_apercentile_merge",
    .createMergeParaFuc = apercentileCreateMergeParam
2213 2214 2215
  },
  {
    .name = "_apercentile_partial",
2216
    .type = FUNCTION_TYPE_APERCENTILE_PARTIAL,
2217 2218 2219 2220 2221
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateApercentilePartial,
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2222 2223 2224
    .finalizeFunc = apercentilePartialFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
2225 2226 2227 2228
  },
  {
    .name = "_apercentile_merge",
    .type = FUNCTION_TYPE_APERCENTILE_MERGE,
2229
    .classification = FUNC_MGT_AGG_FUNC,
2230
    .translateFunc = translateApercentileMerge,
2231
    .getEnvFunc   = getApercentileFuncEnv,
2232
    .initFunc     = apercentileFunctionSetup,
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    .processFunc  = apercentileFunctionMerge,
2234 2235 2236
    .finalizeFunc = apercentileFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
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  },
  {
    .name = "top",
    .type = FUNCTION_TYPE_TOP,
2241
    .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,
2249 2250
    .pPartialFunc = "top",
    .pMergeFunc   = "top",
2251
    .createMergeParaFuc = topBotCreateMergeParam
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  },
  {
    .name = "bottom",
    .type = FUNCTION_TYPE_BOTTOM,
2256
    .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,
2258
    .getEnvFunc   = getTopBotFuncEnv,
2259
    .initFunc     = topBotFunctionSetup,
2260
    .processFunc  = bottomFunction,
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    .sprocessFunc = topBotScalarFunction,
2262 2263
    .finalizeFunc = topBotFinalize,
    .combineFunc  = bottomCombine,
2264 2265
    .pPartialFunc = "bottom",
    .pMergeFunc   = "bottom",
2266
    .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,
2277
    .sprocessFunc = spreadScalarFunction,
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    .finalizeFunc = spreadFinalize,
2279 2280
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
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    .pPartialFunc = "_spread_partial",
    .pMergeFunc   = "_spread_merge"
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  },
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  {
    .name = "_spread_partial",
    .type = FUNCTION_TYPE_SPREAD_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
2288
    .translateFunc = translateSpreadPartial,
2289 2290 2291 2292
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2293 2294 2295
    .finalizeFunc = spreadPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2296 2297 2298 2299 2300
  },
  {
    .name = "_spread_merge",
    .type = FUNCTION_TYPE_SPREAD_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
2301
    .translateFunc = translateSpreadMerge,
2302 2303 2304
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
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    .processFunc  = spreadFunctionMerge,
2306 2307 2308
    .finalizeFunc = spreadFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2309
  },
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  {
    .name = "elapsed",
    .type = FUNCTION_TYPE_ELAPSED,
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Haojun Liao 已提交
2313
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsed,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
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    .finalizeFunc = elapsedFinalize,
2320 2321
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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2322
  },
2323 2324 2325 2326 2327 2328 2329 2330 2331
  {
    .name = "_elapsed_partial",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedPartial,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
2332 2333 2334
    .finalizeFunc = elapsedPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
2335 2336 2337 2338 2339 2340 2341 2342 2343
  },
  {
    .name = "_elapsed_merge",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedMerge,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
2344
    .processFunc  = elapsedFunctionMerge,
2345 2346 2347
    .finalizeFunc = elapsedFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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2348
  },
2349 2350 2351
  {
    .name = "interp",
    .type = FUNCTION_TYPE_INTERP,
2352 2353
    .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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Ganlin Zhao 已提交
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    .translateFunc = translateInterp,
2355 2356 2357 2358 2359
    .getEnvFunc    = getSelectivityFuncEnv,
    .initFunc      = functionSetup,
    .processFunc   = NULL,
    .finalizeFunc  = NULL
  },
2360 2361 2362
  {
    .name = "derivative",
    .type = FUNCTION_TYPE_DERIVATIVE,
2363
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2364
                      FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_CUMULATIVE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2365 2366 2367 2368
    .translateFunc = translateDerivative,
    .getEnvFunc   = getDerivativeFuncEnv,
    .initFunc     = derivativeFuncSetup,
    .processFunc  = derivativeFunction,
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    .sprocessFunc = derivativeScalarFunction,
2370 2371
    .finalizeFunc = functionFinalize,
    .estimateReturnRowsFunc = derivativeEstReturnRows
2372
  },
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  {
    .name = "irate",
    .type = FUNCTION_TYPE_IRATE,
2376
    .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,
2381
    .sprocessFunc = irateScalarFunction,
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    .finalizeFunc = irateFinalize
  },
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  {
    .name = "last_row",
    .type = FUNCTION_TYPE_LAST_ROW,
2387
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2388
    .translateFunc = translateFirstLast,
2389
    .dynDataRequiredFunc = lastDynDataReq,
2390 2391
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2392
    .processFunc  = lastRowFunction,
2393
    .sprocessFunc = firstLastScalarFunction,
2394 2395
    .pPartialFunc = "_last_row_partial",
    .pMergeFunc   = "_last_row_merge",
2396 2397 2398 2399 2400
    .finalizeFunc = firstLastFinalize
  },
  {
    .name = "_cache_last_row",
    .type = FUNCTION_TYPE_CACHE_LAST_ROW,
2401
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2402 2403 2404
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2405
    .processFunc  = cachedLastRowFunction,
2406
    .finalizeFunc = firstLastFinalize
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2407
  },
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2408 2409 2410 2411 2412 2413 2414 2415 2416 2417
  {
    .name = "_cache_last",
    .type = FUNCTION_TYPE_CACHE_LAST,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize
  },
2418 2419 2420 2421 2422 2423 2424 2425 2426 2427 2428 2429 2430 2431 2432 2433 2434 2435 2436 2437 2438
  {
    .name = "_last_row_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastPartial,
    .dynDataRequiredFunc = lastDynDataReq,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastRowFunction,
    .finalizeFunc = firstLastPartialFinalize,
  },
  {
    .name = "_last_row_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
  },
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  {
    .name = "first",
    .type = FUNCTION_TYPE_FIRST,
2442
    .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
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    .translateFunc = translateFirstLast,
2444
    .dynDataRequiredFunc = firstDynDataReq,
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    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
2448
    .sprocessFunc = firstLastScalarFunction,
2449
    .finalizeFunc = firstLastFinalize,
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Ganlin Zhao 已提交
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    .pPartialFunc = "_first_partial",
    .pMergeFunc   = "_first_merge",
2452
    .combineFunc  = firstCombine,
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Ganlin Zhao 已提交
2453
  },
2454 2455 2456
  {
    .name = "_first_partial",
    .type = FUNCTION_TYPE_FIRST_PARTIAL,
2457
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2458
    .translateFunc = translateFirstLastPartial,
2459
    .dynDataRequiredFunc = firstDynDataReq,
2460 2461 2462
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
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Ganlin Zhao 已提交
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    .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,
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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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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,
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    .translateFunc = translateFirstLastPartial,
2497
    .dynDataRequiredFunc = lastDynDataReq,
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    .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,
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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
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    .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,
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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,
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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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2604
  },
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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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    .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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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
  },
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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,
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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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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,
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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
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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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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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2708
    .finalizeFunc = modeFinalize,
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2709
  },
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  {
    .name = "abs",
    .type = FUNCTION_TYPE_ABS,
    .classification = FUNC_MGT_SCALAR_FUNC,
    .translateFunc = translateInOutNum,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = absFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "log",
    .type = FUNCTION_TYPE_LOG,
    .classification = FUNC_MGT_SCALAR_FUNC,
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,
2904
    .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,
2914
    .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,
3023
    .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,
3033
    .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,
3037
    .sprocessFunc = NULL,
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    .finalizeFunc = NULL
  },
  {
    .name = "_qduration",
    .type = FUNCTION_TYPE_QDURATION,
3043
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
3044
    .translateFunc = translateWduration,
3045
    .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
  },
  {
3061 3062
    .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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  {
    .name = "_irowts",
    .type = FUNCTION_TYPE_IROWTS,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_INTERP_PC_FUNC,
    .translateFunc = translateTimePseudoColumn,
    .getEnvFunc   = getTimePseudoFuncEnv,
    .initFunc     = NULL,
    .sprocessFunc = NULL,
    .finalizeFunc = NULL
  },
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  {
    .name = "_tags",
    .type = FUNCTION_TYPE_TAGS,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_MULTI_RES_FUNC,
    .translateFunc = translateTagsPseudoColumn,
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = NULL,
    .finalizeFunc = NULL
  },
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};
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// clang-format on
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const int32_t funcMgtBuiltinsNum = (sizeof(funcMgtBuiltins) / sizeof(SBuiltinFuncDefinition));