builtins.c 118.2 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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static int32_t 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);
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  if (pVal == NULL) {
    return TSDB_CODE_OUT_OF_MEMORY;
  }

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  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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  return TSDB_CODE_SUCCESS;
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}

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static int32_t addDbPrecisonParam(SNodeList** pList, uint8_t precision) {
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  SValueNode* pVal = (SValueNode*)nodesMakeNode(QUERY_NODE_VALUE);
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  if (pVal == NULL) {
    return TSDB_CODE_OUT_OF_MEMORY;
  }

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  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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  return TSDB_CODE_SUCCESS;
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}

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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
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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;
}

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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;
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  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
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  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
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  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 =tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
  return TSDB_CODE_SUCCESS;
}

static int32_t translateIsFilledPseudoColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  // pseudo column do not need to check parameters

  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BOOL].bytes, .type = TSDB_DATA_TYPE_BOOL};
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  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) {
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  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
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  if (numOfParams < 2 || numOfParams > 11) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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


519 520 521 522 523
  for (int32_t i = 1; i < numOfParams; ++i) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, i);
    pValue->notReserved = true;

    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
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    if (!IS_NUMERIC_TYPE(paraType)) {
525 526
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
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    double v = 0;
    if (IS_INTEGER_TYPE(paraType)) {
      v = (double)pValue->datum.i;
    } else {
      v = pValue->datum.d;
    }

    if (v < 0 || v > 100) {
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
538 539
  }

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  // set result type
541
  if (numOfParams > 2) {
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    pFunc->node.resType = (SDataType){.bytes = 512, .type = TSDB_DATA_TYPE_VARCHAR};
543 544 545
  } else {
    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) {
550 551 552
  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"));
555 556
}

557
static int32_t translateApercentile(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
558 559
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
560 561 562
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

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  // param1
564 565
  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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569
  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
583
  if (3 == numOfParams) {
584
    uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
585
    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'");
593
    }
594 595 596

    pValue = (SValueNode*)pParamNode2;
    pValue->notReserved = true;
597 598
  }

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

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

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

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

    pValue->notReserved = true;

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

    // param2
    if (3 == numOfParams) {
      uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
632
      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};
648
  } else {
649 650
    // original percent param is reserved
    if (2 != numOfParams) {
651 652 653
      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};
660
  }
661

662 663 664
  return TSDB_CODE_SUCCESS;
}

665 666 667
static int32_t translateApercentilePartial(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  return translateApercentileImpl(pFunc, pErrBuf, len, true);
}
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669
static int32_t translateApercentileMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
670 671 672
  return translateApercentileImpl(pFunc, pErrBuf, len, false);
}

673 674
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);
  }

686 687 688
  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;
699
  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;
}

715
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);
}

731
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;
737
  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;
}

745 746 747 748 749 750 751
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) {
752
    if (!IS_NUMERIC_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
753 754 755 756 757 758 759 760 761 762 763 764 765 766 767 768
      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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770 771 772 773
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) {
775 776
  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
787 788 789 790 791 792 793 794 795 796
  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)) {
798 799
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
800

801 802
    uint8_t dbPrec = pFunc->node.resType.precision;

803
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
804
    if (ret == TIME_UNIT_TOO_SMALL) {
805 806
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "ELAPSED function time unit parameter should be greater than db precision");
807
    } 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]");
811
    }
812 813
  }

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

818 819 820 821 822 823 824 825 826
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;
827
    if (!IS_TIMESTAMP_TYPE(paraType)) {
828 829 830 831 832 833 834 835 836 837 838 839 840 841 842 843 844 845 846 847 848 849 850 851 852
      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) {
870
#if 0
871
  return translateElapsedImpl(pFunc, pErrBuf, len, true);
872 873
#endif
  return 0;
874 875 876
}

static int32_t translateElapsedMerge(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
877
#if 0
878
  return translateElapsedImpl(pFunc, pErrBuf, len, false);
879 880
#endif
  return 0;
881 882
}

883 884 885 886 887 888 889
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) {
890
    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;
    }

901 902 903 904 905 906
    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) {
929 930 931 932 933 934 935
  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";
936 937 938 939 940 941 942 943 944

  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);
945
      cJSON_Delete(binDesc);
946 947 948 949 950 951 952 953 954 955 956
      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);
957
      cJSON_Delete(binDesc);
958 959 960 961 962
      return false;
    }

    if (count->valueint <= 0 || count->valueint > 1000) {  // limit count to 1000
      snprintf(errMsg, msgLen, "%s", msg4);
963
      cJSON_Delete(binDesc);
964 965 966 967 968 969
      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);
970
      cJSON_Delete(binDesc);
971 972 973 974 975 976 977 978 979 980 981 982 983 984 985 986 987 988
      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);
989
        cJSON_Delete(binDesc);
990 991 992 993 994 995 996
        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);
997
          cJSON_Delete(binDesc);
998 999 1000 1001 1002 1003 1004 1005 1006
          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);
1007
        cJSON_Delete(binDesc);
1008 1009 1010 1011 1012
        return false;
      }
      if (factor->valuedouble < 0 || factor->valuedouble == 0 || factor->valuedouble == 1) {
        snprintf(errMsg, msgLen, "%s", msg8);
        taosMemoryFree(intervals);
1013
        cJSON_Delete(binDesc);
1014 1015 1016 1017 1018 1019 1020
        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);
1021
          cJSON_Delete(binDesc);
1022 1023 1024 1025 1026 1027 1028
          return false;
        }
        startIndex++;
      }
    } else {
      snprintf(errMsg, msgLen, "%s", msg3);
      taosMemoryFree(intervals);
1029
      cJSON_Delete(binDesc);
1030 1031 1032 1033 1034 1035 1036
      return false;
    }

    if (infinity->valueint == true) {
      intervals[0] = -INFINITY;
      intervals[numOfBins - 1] = INFINITY;
      // in case of desc bin orders, -inf/inf should be swapped
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      if (numOfBins < 4) {
        return false;
      }

1041 1042 1043 1044 1045 1046 1047
      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);
1048
      cJSON_Delete(binDesc);
1049 1050 1051 1052 1053 1054 1055 1056
      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);
1057
      cJSON_Delete(binDesc);
1058 1059 1060 1061 1062 1063 1064 1065
      return false;
    }
    int i = 0;
    while (bin) {
      intervals[i] = bin->valuedouble;
      if (!cJSON_IsNumber(bin)) {
        snprintf(errMsg, msgLen, "%s", msg3);
        taosMemoryFree(intervals);
1066
        cJSON_Delete(binDesc);
1067 1068 1069 1070 1071
        return false;
      }
      if (i != 0 && intervals[i] <= intervals[i - 1]) {
        snprintf(errMsg, msgLen, "%s", msg3);
        taosMemoryFree(intervals);
1072
        cJSON_Delete(binDesc);
1073 1074 1075 1076 1077 1078 1079
        return false;
      }
      bin = bin->next;
      i++;
    }
  } else {
    snprintf(errMsg, msgLen, "%s", msg3);
1080
    cJSON_Delete(binDesc);
1081 1082 1083
    return false;
  }

1084
  cJSON_Delete(binDesc);
1085 1086 1087 1088
  taosMemoryFree(intervals);
  return true;
}

1089
static int32_t translateHistogram(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1090 1091
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (4 != numOfParams) {
1092 1093 1094 1095 1096 1097 1098 1099
    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
1101 1102
  if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
      ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1103
      !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1104 1105 1106
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1107 1108
  int8_t binType;
  char*  binDesc;
1109 1110 1111 1112 1113 1114 1115 1116 1117 1118
  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;

1119 1120 1121 1122 1123 1124 1125 1126 1127 1128
    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};
1130 1131 1132 1133 1134 1135
      binDesc = varDataVal(pValue->datum.p);
      if (!validateHistogramBinDesc(binDesc, binType, errMsg, (int32_t)sizeof(errMsg))) {
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, errMsg);
      }
    }

1136
    if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1137 1138
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                             "HISTOGRAM function normalized parameter should be 0/1");
1139
    }
1140 1141
  }

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  pFunc->node.resType = (SDataType){.bytes = 512, .type = TSDB_DATA_TYPE_BINARY};
1143 1144 1145
  return TSDB_CODE_SUCCESS;
}

1146 1147 1148 1149 1150 1151 1152 1153 1154 1155 1156 1157 1158
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
1159 1160
    if (((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type != TSDB_DATA_TYPE_BINARY ||
        ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type != TSDB_DATA_TYPE_BINARY ||
1161
        !IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 3))->resType.type)) {
1162 1163 1164
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1165 1166
    int8_t binType;
    char*  binDesc;
1167 1168 1169 1170 1171 1172 1173 1174 1175 1176
    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;

1177 1178 1179 1180 1181 1182 1183 1184 1185 1186 1187 1188 1189 1190 1191 1192 1193
      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);
        }
      }

1194
      if (i == 3 && pValue->datum.i != 1 && pValue->datum.i != 0) {
1195 1196
        return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
                               "HISTOGRAM function normalized parameter should be 0/1");
1197
      }
1198 1199
    }

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    pFunc->node.resType =
        (SDataType){.bytes = getHistogramInfoSize() + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1202 1203 1204 1205 1206 1207 1208 1209 1210 1211 1212 1213 1214 1215 1216 1217 1218
  } 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);
}
1219

1220 1221 1222 1223
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);
  }

1229
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
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  return TSDB_CODE_SUCCESS;
}

1233 1234 1235 1236 1237 1238
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};
1241 1242 1243 1244 1245 1246 1247 1248 1249 1250 1251 1252 1253 1254 1255
  } 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);
}

1256 1257 1258 1259
static bool validateStateOper(const SValueNode* pVal) {
  if (TSDB_DATA_TYPE_BINARY != pVal->node.resType.type) {
    return false;
  }
1260 1261 1262 1263
  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));
1264 1265
}

1266
static int32_t translateStateCount(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1267 1268
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams) {
1269 1270 1271 1272 1273 1274 1275 1276
    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
1278 1279 1280 1281 1282 1283 1284 1285
  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;

1286 1287
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1288
                             "Second parameter of STATECOUNT function"
1289 1290 1291
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
    }

1292 1293 1294
    pValue->notReserved = true;
  }

1295 1296 1297 1298 1299 1300
  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
1302
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1303 1304 1305
  return TSDB_CODE_SUCCESS;
}

1306
static int32_t translateStateDuration(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1307 1308
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (3 != numOfParams && 4 != numOfParams) {
1309 1310 1311 1312 1313 1314 1315 1316
    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
1318 1319 1320 1321 1322 1323 1324 1325
  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;

1326 1327
    if (i == 1 && !validateStateOper(pValue)) {
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1328
                             "Second parameter of STATEDURATION function"
1329
                             "must be one of the following: 'GE', 'GT', 'LE', 'LT', 'EQ', 'NE'");
1330 1331 1332
    } 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");
1333 1334
    }

1335 1336 1337
    pValue->notReserved = true;
  }

1338 1339 1340 1341 1342 1343
  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) {
1346 1347 1348
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1349 1350 1351
  if (numOfParams == 4) {
    uint8_t dbPrec = pFunc->node.resType.precision;

1352
    int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 3));
1353 1354 1355 1356 1357
    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]");
1360 1361 1362
    }
  }

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  // set result type
1364
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1365 1366 1367
  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)) {
1370
    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 {
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      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
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    }
  }

1389
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
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  return TSDB_CODE_SUCCESS;
}

1393 1394
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;
1401

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  // param1
1403 1404 1405 1406 1407 1408 1409 1410 1411 1412 1413 1414
  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);
  }

1429 1430 1431
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;

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  // param1
1433 1434 1435 1436 1437 1438 1439 1440
  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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  }

1443 1444
  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
1451
  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};
  }
1456

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  return TSDB_CODE_SUCCESS;
}

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static int32_t translateTail(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1461 1462
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1466 1467
  SExprNode* pCol = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
  uint8_t    colType = pCol->resType.type;
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  // param1 & param2
1470
  for (int32_t i = 1; i < numOfParams; ++i) {
1471 1472 1473 1474 1475 1476 1477
    SNode* pParamNode = nodesListGetNode(pFunc->pParameterList, i);
    if (QUERY_NODE_VALUE != nodeType(pParamNode)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

    SValueNode* pValue = (SValueNode*)pParamNode;

1478 1479
    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) {
1480
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
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                             "TAIL function second parameter should be in range [1, 100], "
                             "third parameter should be in range [0, 100]");
1483 1484 1485 1486
    }

    pValue->notReserved = true;

1487 1488 1489 1490
    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
1494
  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;
}

1502 1503 1504 1505 1506 1507 1508 1509
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
1510 1511
  SNode*      pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
  SValueNode* pValue1 = (SValueNode*)pParamNode1;
1512 1513 1514 1515
  if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1516 1517
  if (pValue1->datum.i <= 0) {
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
1518 1519 1520 1521 1522 1523 1524 1525 1526
  }

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

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

1527
  SNode*      pParamNode2 = nodesListGetNode(pFunc->pParameterList, 2);
1528 1529 1530 1531 1532 1533 1534 1535 1536 1537 1538
  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;
}

1539 1540 1541 1542 1543
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);
  }

1555
  // add database precision as param
1556
  uint8_t dbPrec = pFunc->node.resType.precision;
1557
  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
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  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
1561

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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;

1570
  // if (1 != numOfParams && 3 != numOfParams && 4 != numOfParams) {
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  if (1 != numOfParams) {
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    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1575 1576 1577 1578 1579 1580
  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 0
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  if (3 <= numOfParams) {
    int64_t timeVal[2] = {0};
    for (int32_t i = 1; i < 3; ++i) {
1585 1586
      nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
      paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1587
      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);
1592
      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]) {
1599
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "INTERP function invalid time range");
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    }
  }

  if (4 == numOfParams) {
1604 1605
    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]");
    }
  }
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#endif
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  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

1626
static int32_t translateFirstLast(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1627 1628 1629 1630
  // 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) {
1631
    uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1632
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1633
    if (IS_NULL_TYPE(paraType) && QUERY_NODE_VALUE == nodeType) {
1634 1635 1636 1637
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

1638
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
1639 1640 1641
  return TSDB_CODE_SUCCESS;
}

1642 1643
static int32_t translateFirstLastImpl(SFunctionNode* pFunc, char* pErrBuf, int32_t len, bool isPartial) {
  // first(col_list) will be rewritten as first(col)
1644
  SNode*  pPara = nodesListGetNode(pFunc->pParameterList, 0);
1645 1646 1647
  uint8_t paraType = ((SExprNode*)pPara)->resType.type;
  int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
  if (isPartial) {
1648 1649
    int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
    for (int32_t i = 0; i < numOfParams; ++i) {
1650
      uint8_t nodeType = nodeType(nodesListGetNode(pFunc->pParameterList, i));
1651
      uint8_t pType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
1652
      if (IS_NULL_TYPE(pType) && QUERY_NODE_VALUE == nodeType) {
1653 1654 1655 1656
        return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
      }
    }

1657 1658
    pFunc->node.resType =
        (SDataType){.bytes = getFirstLastInfoSize(paraBytes) + VARSTR_HEADER_SIZE, .type = TSDB_DATA_TYPE_BINARY};
1659 1660 1661 1662 1663 1664 1665 1666 1667 1668 1669 1670 1671 1672 1673 1674 1675 1676
  } 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)) {
1679
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
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  }

1682 1683
  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");
1686 1687 1688
  }

  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);
}

1700
static int32_t translateDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1701
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
1702
  if (numOfParams > 2) {
1703 1704 1705
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1706
  uint8_t colType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1707
  if (!IS_SIGNED_NUMERIC_TYPE(colType) && !IS_FLOAT_TYPE(colType) && TSDB_DATA_TYPE_BOOL != colType &&
1708
      !IS_TIMESTAMP_TYPE(colType)) {
1709 1710
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1711

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  // param1
1713
  if (numOfParams == 2) {
1714 1715 1716 1717 1718
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 1))->resType.type;
    if (!IS_INTEGER_TYPE(paraType)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }

1719 1720 1721 1722
    SNode* pParamNode1 = nodesListGetNode(pFunc->pParameterList, 1);
    if (QUERY_NODE_VALUE != nodeType(pParamNode1)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1723

1724 1725 1726 1727 1728 1729 1730
    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;
1731
  }
1732

1733
  uint8_t resType;
1734
  if (IS_SIGNED_NUMERIC_TYPE(colType) || IS_TIMESTAMP_TYPE(colType) || TSDB_DATA_TYPE_BOOL == colType) {
1735 1736 1737 1738 1739
    resType = TSDB_DATA_TYPE_BIGINT;
  } else {
    resType = TSDB_DATA_TYPE_DOUBLE;
  }
  pFunc->node.resType = (SDataType){.bytes = tDataTypes[resType].bytes, .type = resType};
1740 1741 1742
  return TSDB_CODE_SUCCESS;
}

1743 1744 1745 1746 1747 1748 1749 1750
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;
}

1751 1752 1753 1754 1755
static int32_t translateLength(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1756
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1757 1758 1759
    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};
1761 1762 1763
  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) {
1766 1767
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (numOfParams < minParaNum || numOfParams > maxParaNum) {
1768 1769 1770
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1771
  uint8_t resultType = TSDB_DATA_TYPE_BINARY;
1772 1773
  int32_t resultBytes = 0;
  int32_t sepBytes = 0;
1774

1775
  // concat_ws separator should be constant string
1776 1777 1778 1779 1780 1781 1782 1783
  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");
    }
  }

1784
  /* For concat/concat_ws function, if params have NCHAR type, promote the final result to NCHAR */
1785
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1787
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
1788
    if (!IS_STR_DATA_TYPE(paraType) && !IS_NULL_TYPE(paraType)) {
1789 1790
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1791 1792 1793 1794 1795
    if (TSDB_DATA_TYPE_NCHAR == paraType) {
      resultType = paraType;
    }
  }

1796
  for (int32_t i = 0; i < numOfParams; ++i) {
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    SNode*  pPara = nodesListGetNode(pFunc->pParameterList, i);
1798 1799 1800
    uint8_t paraType = ((SExprNode*)pPara)->resType.type;
    int32_t paraBytes = ((SExprNode*)pPara)->resType.bytes;
    int32_t factor = 1;
1801 1802 1803 1804 1805 1806
    if (IS_NULL_TYPE(paraType)) {
      resultType = TSDB_DATA_TYPE_VARCHAR;
      resultBytes = 0;
      sepBytes = 0;
      break;
    }
1807 1808
    if (TSDB_DATA_TYPE_NCHAR == resultType && TSDB_DATA_TYPE_VARCHAR == paraType) {
      factor *= TSDB_NCHAR_SIZE;
1809
    }
1810 1811 1812 1813
    resultBytes += paraBytes * factor;

    if (i == 0) {
      sepBytes = paraBytes * factor;
1814 1815
    }
  }
1816 1817

  if (hasSep) {
1818
    resultBytes += sepBytes * (numOfParams - 3);
1819 1820
  }

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  pFunc->node.resType = (SDataType){.bytes = resultBytes, .type = resultType};
1822 1823 1824 1825
  return TSDB_CODE_SUCCESS;
}

static int32_t translateConcat(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1826
  return translateConcatImpl(pFunc, pErrBuf, len, 2, 8, false);
1827 1828 1829
}

static int32_t translateConcatWs(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1830
  return translateConcatImpl(pFunc, pErrBuf, len, 3, 9, true);
1831 1832 1833
}

static int32_t translateSubstr(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1834 1835
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1836 1837 1838
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1839
  SExprNode* pPara0 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
1840
  SExprNode* pPara1 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 1);
1841

1842 1843
  uint8_t para0Type = pPara0->resType.type;
  uint8_t para1Type = pPara1->resType.type;
1844
  if (!IS_STR_DATA_TYPE(para0Type) || !IS_INTEGER_TYPE(para1Type)) {
1845 1846
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }
1847

1848
  if (((SValueNode*)pPara1)->datum.i == 0) {
1849 1850 1851
    return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
  }

1852
  if (3 == numOfParams) {
1853 1854
    SExprNode* pPara2 = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 2);
    uint8_t    para2Type = pPara2->resType.type;
1855
    if (!IS_INTEGER_TYPE(para2Type)) {
1856 1857
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
1858

1859 1860
    int64_t v = ((SValueNode*)pPara2)->datum.i;
    if (v < 0) {
1861 1862
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
1863 1864
  }

1865
  pFunc->node.resType = (SDataType){.bytes = pPara0->resType.bytes, .type = pPara0->resType.type};
1866 1867 1868 1869 1870
  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
1871

1872 1873
  // The function return type has been set during syntax parsing
  uint8_t para2Type = pFunc->node.resType.type;
1874

1875
  int32_t para2Bytes = pFunc->node.resType.bytes;
1876
  if (IS_STR_DATA_TYPE(para2Type)) {
1877 1878
    para2Bytes -= VARSTR_HEADER_SIZE;
  }
1879
  if (para2Bytes <= 0 || para2Bytes > 4096) {  // cast dst var type length limits to 4096 bytes
1880
    return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR,
1881
                           "CAST function converted length should be in range [0, 4096] bytes");
1882
  }
1883 1884 1885

  // add database precision as param
  uint8_t dbPrec = pFunc->node.resType.precision;
1886
  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
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  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
1890

1891 1892 1893 1894
  return TSDB_CODE_SUCCESS;
}

static int32_t translateToIso8601(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1895 1896
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (1 != numOfParams && 2 != numOfParams) {
1897 1898 1899
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

1900
  // param0
1901
  uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type;
1902
  if (!IS_INTEGER_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
1903 1904 1905
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1906 1907 1908 1909 1910 1911 1912 1913 1914
  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;
    }
  }

1915
  // param1
1916 1917 1918 1919
  if (numOfParams == 2) {
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1);

    if (!validateTimezoneFormat(pValue)) {
1920
      return buildFuncErrMsg(pErrBuf, len, TSDB_CODE_FUNC_FUNTION_ERROR, "Invalid timzone format");
1921
    }
1922
  } else {  // add default client timezone
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    int32_t code = addTimezoneParam(pFunc->pParameterList);
    if (code != TSDB_CODE_SUCCESS) {
      return code;
    }
1927 1928
  }

1929
  // set result type
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  pFunc->node.resType = (SDataType){.bytes = 64, .type = TSDB_DATA_TYPE_BINARY};
1931 1932 1933 1934 1935 1936 1937 1938
  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);
  }

1939
  if (!IS_STR_DATA_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType.type)) {
1940 1941 1942
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1943
  // add database precision as param
1944
  uint8_t dbPrec = pFunc->node.resType.precision;
1945
  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
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  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
1949

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
1951 1952 1953 1954
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeTruncate(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
1955 1956
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
1957 1958 1959 1960 1961
    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;
1962
  if ((!IS_STR_DATA_TYPE(para1Type) && !IS_INTEGER_TYPE(para1Type) && !IS_TIMESTAMP_TYPE(para1Type)) ||
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      !IS_INTEGER_TYPE(para2Type)) {
1964 1965 1966
    return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
  }

1967
  uint8_t dbPrec = pFunc->node.resType.precision;
1968
  int32_t ret = validateTimeUnitParam(dbPrec, (SValueNode*)nodesListGetNode(pFunc->pParameterList, 1));
1969 1970 1971 1972
  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]");
1976 1977
  }

1978 1979 1980 1981 1982 1983 1984 1985 1986 1987 1988 1989 1990
  if (3 == numOfParams) {
    uint8_t para3Type = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type;
    if (!IS_INTEGER_TYPE(para3Type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
    SValueNode* pValue = (SValueNode*)nodesListGetNode(pFunc->pParameterList, 2);
    if (pValue->datum.i != 0 && pValue->datum.i != 1) {
      return invaildFuncParaValueErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

  // add database precision as param

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  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
1995

1996 1997 1998 1999 2000 2001
  // add client timezone as param
  code = addTimezoneParam(pFunc->pParameterList);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }

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  pFunc->node.resType =
      (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_TIMESTAMP].bytes, .type = TSDB_DATA_TYPE_TIMESTAMP};
2004 2005 2006 2007
  return TSDB_CODE_SUCCESS;
}

static int32_t translateTimeDiff(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
2008 2009
  int32_t numOfParams = LIST_LENGTH(pFunc->pParameterList);
  if (2 != numOfParams && 3 != numOfParams) {
2010 2011 2012
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

2013 2014
  for (int32_t i = 0; i < 2; ++i) {
    uint8_t paraType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, i))->resType.type;
2015
    if (!IS_STR_DATA_TYPE(paraType) && !IS_INTEGER_TYPE(paraType) && !IS_TIMESTAMP_TYPE(paraType)) {
2016 2017
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
2018
  }
2019

2020
  if (3 == numOfParams) {
2021 2022 2023 2024 2025
    if (!IS_INTEGER_TYPE(((SExprNode*)nodesListGetNode(pFunc->pParameterList, 2))->resType.type)) {
      return invaildFuncParaTypeErrMsg(pErrBuf, len, pFunc->functionName);
    }
  }

2026
  // add database precision as param
2027
  uint8_t dbPrec = pFunc->node.resType.precision;
2028

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  if (3 == numOfParams) {
2030
    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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    }
2039 2040
  }

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  int32_t code = addDbPrecisonParam(&pFunc->pParameterList, dbPrec);
  if (code != TSDB_CODE_SUCCESS) {
    return code;
  }
2045

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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
2047 2048
  return TSDB_CODE_SUCCESS;
}
2049

2050 2051 2052 2053 2054
static int32_t translateToJson(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  if (1 != LIST_LENGTH(pFunc->pParameterList)) {
    return invaildFuncParaNumErrMsg(pErrBuf, len, pFunc->functionName);
  }

2055
  SExprNode* pPara = (SExprNode*)nodesListGetNode(pFunc->pParameterList, 0);
2056 2057 2058 2059
  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};
2061 2062 2063
  return TSDB_CODE_SUCCESS;
}

2064 2065 2066 2067 2068
static int32_t translateSelectValue(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
  pFunc->node.resType = ((SExprNode*)nodesListGetNode(pFunc->pParameterList, 0))->resType;
  return TSDB_CODE_SUCCESS;
}

2069
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};
2071 2072 2073
  return TSDB_CODE_SUCCESS;
}

2074 2075 2076 2077 2078
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;
}

2079 2080 2081 2082 2083
static bool getBlockDistFuncEnv(SFunctionNode* UNUSED_PARAM(pFunc), SFuncExecEnv* pEnv) {
  pEnv->calcMemSize = sizeof(STableBlockDistInfo);
  return true;
}

2084 2085 2086 2087 2088 2089 2090 2091 2092 2093
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;
}

2094 2095 2096 2097 2098 2099 2100 2101 2102 2103 2104 2105 2106 2107 2108 2109 2110 2111 2112 2113 2114 2115 2116 2117 2118 2119 2120 2121 2122 2123
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;
}

2124 2125 2126 2127 2128
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;
}

2129
static int32_t translateTableCountPseudoColumn(SFunctionNode* pFunc, char* pErrBuf, int32_t len) {
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  pFunc->node.resType = (SDataType){.bytes = tDataTypes[TSDB_DATA_TYPE_BIGINT].bytes, .type = TSDB_DATA_TYPE_BIGINT};
2131 2132 2133
  return TSDB_CODE_SUCCESS;
}

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// clang-format off
2135
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,
2145
    .sprocessFunc = countScalarFunction,
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    .finalizeFunc = functionFinalize,
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    .invertFunc   = countInvertFunction,
2148 2149 2150
    .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,
2161
    .sprocessFunc = sumScalarFunction,
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2162
    .finalizeFunc = functionFinalize,
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    .invertFunc   = sumInvertFunction,
2164 2165 2166
    .combineFunc  = sumCombine,
    .pPartialFunc = "sum",
    .pMergeFunc   = "sum"
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  },
  {
    .name = "min",
    .type = FUNCTION_TYPE_MIN,
2171
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2172
    .translateFunc = translateInOutNum,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2175
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = minFunction,
2177
    .sprocessFunc = minScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2179 2180 2181
    .combineFunc  = minCombine,
    .pPartialFunc = "min",
    .pMergeFunc   = "min"
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  },
  {
    .name = "max",
    .type = FUNCTION_TYPE_MAX,
2186
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_SELECT_FUNC,
2187
    .translateFunc = translateInOutNum,
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    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getMinmaxFuncEnv,
2190
    .initFunc     = minmaxFunctionSetup,
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    .processFunc  = maxFunction,
2192
    .sprocessFunc = maxScalarFunction,
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    .finalizeFunc = minmaxFunctionFinalize,
2194 2195 2196
    .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,
2206
    .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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  },
2213 2214 2215 2216 2217 2218 2219 2220
  {
    .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,
2222 2223 2224 2225 2226 2227 2228 2229 2230 2231
    .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,
2233 2234 2235 2236
    .finalizeFunc = stddevFinalize,
    .invertFunc   = stddevInvertFunction,
    .combineFunc  = stddevCombine,
  },
2237 2238 2239
  {
    .name = "leastsquares",
    .type = FUNCTION_TYPE_LEASTSQUARES,
2240
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2241 2242 2243 2244
    .translateFunc = translateLeastSQR,
    .getEnvFunc   = getLeastSQRFuncEnv,
    .initFunc     = leastSQRFunctionSetup,
    .processFunc  = leastSQRFunction,
2245
    .sprocessFunc = leastSQRScalarFunction,
2246
    .finalizeFunc = leastSQRFinalize,
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    .invertFunc   = NULL,
    .combineFunc  = leastSQRCombine,
2249
  },
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  {
    .name = "avg",
    .type = FUNCTION_TYPE_AVG,
2253
    .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,
2259
    .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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  },
2266 2267 2268 2269
  {
    .name = "_avg_partial",
    .type = FUNCTION_TYPE_AVG_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgPartial,
2271
    .dataRequiredFunc = statisDataRequired,
2272 2273 2274
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
    .processFunc  = avgFunction,
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    .finalizeFunc = avgPartialFinalize,
2276 2277 2278 2279 2280 2281 2282
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
  {
    .name = "_avg_merge",
    .type = FUNCTION_TYPE_AVG_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
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    .translateFunc = translateAvgMerge,
2284 2285
    .getEnvFunc   = getAvgFuncEnv,
    .initFunc     = avgFunctionSetup,
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    .processFunc  = avgFunctionMerge,
2287 2288 2289 2290
    .finalizeFunc = avgFinalize,
    .invertFunc   = avgInvertFunction,
    .combineFunc  = avgCombine,
  },
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  {
    .name = "percentile",
    .type = FUNCTION_TYPE_PERCENTILE,
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    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_REPEAT_SCAN_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED | FUNC_MGT_FORBID_STREAM_FUNC,
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    .translateFunc = translatePercentile,
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    .dataRequiredFunc = statisDataRequired,
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    .getEnvFunc   = getPercentileFuncEnv,
    .initFunc     = percentileFunctionSetup,
    .processFunc  = percentileFunction,
2300
    .sprocessFunc = percentileScalarFunction,
2301 2302 2303
    .finalizeFunc = percentileFinalize,
    .invertFunc   = NULL,
    .combineFunc  = NULL,
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2304 2305 2306 2307
  },
  {
    .name = "apercentile",
    .type = FUNCTION_TYPE_APERCENTILE,
2308
    .classification = FUNC_MGT_AGG_FUNC,
2309
    .translateFunc = translateApercentile,
2310 2311 2312
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2313
    .sprocessFunc = apercentileScalarFunction,
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Ganlin Zhao 已提交
2314
    .finalizeFunc = apercentileFinalize,
2315
    .invertFunc   = NULL,
2316
    .combineFunc  = apercentileCombine,
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Ganlin Zhao 已提交
2317
    .pPartialFunc = "_apercentile_partial",
2318 2319
    .pMergeFunc   = "_apercentile_merge",
    .createMergeParaFuc = apercentileCreateMergeParam
2320 2321 2322
  },
  {
    .name = "_apercentile_partial",
2323
    .type = FUNCTION_TYPE_APERCENTILE_PARTIAL,
2324 2325 2326 2327 2328
    .classification = FUNC_MGT_AGG_FUNC,
    .translateFunc = translateApercentilePartial,
    .getEnvFunc   = getApercentileFuncEnv,
    .initFunc     = apercentileFunctionSetup,
    .processFunc  = apercentileFunction,
2329 2330 2331
    .finalizeFunc = apercentilePartialFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
2332 2333 2334 2335
  },
  {
    .name = "_apercentile_merge",
    .type = FUNCTION_TYPE_APERCENTILE_MERGE,
2336
    .classification = FUNC_MGT_AGG_FUNC,
2337
    .translateFunc = translateApercentileMerge,
2338
    .getEnvFunc   = getApercentileFuncEnv,
2339
    .initFunc     = apercentileFunctionSetup,
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Ganlin Zhao 已提交
2340
    .processFunc  = apercentileFunctionMerge,
2341 2342 2343
    .finalizeFunc = apercentileFinalize,
    .invertFunc   = NULL,
    .combineFunc = apercentileCombine,
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2344 2345 2346 2347
  },
  {
    .name = "top",
    .type = FUNCTION_TYPE_TOP,
2348
    .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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2349 2350
    .translateFunc = translateTopBot,
    .getEnvFunc   = getTopBotFuncEnv,
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Ganlin Zhao 已提交
2351
    .initFunc     = topBotFunctionSetup,
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Ganlin Zhao 已提交
2352
    .processFunc  = topFunction,
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2353
    .sprocessFunc = topBotScalarFunction,
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2354 2355
    .finalizeFunc = topBotFinalize,
    .combineFunc  = topCombine,
2356 2357
    .pPartialFunc = "top",
    .pMergeFunc   = "top",
2358
    .createMergeParaFuc = topBotCreateMergeParam
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2359 2360 2361 2362
  },
  {
    .name = "bottom",
    .type = FUNCTION_TYPE_BOTTOM,
2363
    .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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2364
    .translateFunc = translateTopBot,
2365
    .getEnvFunc   = getTopBotFuncEnv,
2366
    .initFunc     = topBotFunctionSetup,
2367
    .processFunc  = bottomFunction,
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Ganlin Zhao 已提交
2368
    .sprocessFunc = topBotScalarFunction,
2369 2370
    .finalizeFunc = topBotFinalize,
    .combineFunc  = bottomCombine,
2371 2372
    .pPartialFunc = "bottom",
    .pMergeFunc   = "bottom",
2373
    .createMergeParaFuc = topBotCreateMergeParam
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2374 2375 2376 2377
  },
  {
    .name = "spread",
    .type = FUNCTION_TYPE_SPREAD,
2378
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED,
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2379 2380 2381 2382 2383
    .translateFunc = translateSpread,
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2384
    .sprocessFunc = spreadScalarFunction,
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Ganlin Zhao 已提交
2385
    .finalizeFunc = spreadFinalize,
2386 2387
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
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2388 2389
    .pPartialFunc = "_spread_partial",
    .pMergeFunc   = "_spread_merge"
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Ganlin Zhao 已提交
2390
  },
2391 2392 2393 2394
  {
    .name = "_spread_partial",
    .type = FUNCTION_TYPE_SPREAD_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC,
2395
    .translateFunc = translateSpreadPartial,
2396 2397 2398 2399
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
    .processFunc  = spreadFunction,
2400 2401 2402
    .finalizeFunc = spreadPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2403 2404 2405 2406 2407
  },
  {
    .name = "_spread_merge",
    .type = FUNCTION_TYPE_SPREAD_MERGE,
    .classification = FUNC_MGT_AGG_FUNC,
2408
    .translateFunc = translateSpreadMerge,
2409 2410 2411
    .dataRequiredFunc = statisDataRequired,
    .getEnvFunc   = getSpreadFuncEnv,
    .initFunc     = spreadFunctionSetup,
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Ganlin Zhao 已提交
2412
    .processFunc  = spreadFunctionMerge,
2413 2414 2415
    .finalizeFunc = spreadFinalize,
    .invertFunc   = NULL,
    .combineFunc  = spreadCombine,
2416
  },
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2417 2418 2419
  {
    .name = "elapsed",
    .type = FUNCTION_TYPE_ELAPSED,
2420
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_SPECIAL_DATA_REQUIRED,
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2421 2422 2423 2424 2425
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsed,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
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Ganlin Zhao 已提交
2426
    .finalizeFunc = elapsedFinalize,
2427 2428
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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Ganlin Zhao 已提交
2429
  },
2430 2431 2432 2433 2434 2435 2436 2437 2438
  {
    .name = "_elapsed_partial",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedPartial,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
    .processFunc  = elapsedFunction,
2439 2440 2441
    .finalizeFunc = elapsedPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
2442 2443 2444 2445 2446 2447 2448 2449 2450
  },
  {
    .name = "_elapsed_merge",
    .type = FUNCTION_TYPE_ELAPSED,
    .classification = FUNC_MGT_AGG_FUNC,
    .dataRequiredFunc = statisDataRequired,
    .translateFunc = translateElapsedMerge,
    .getEnvFunc   = getElapsedFuncEnv,
    .initFunc     = elapsedFunctionSetup,
2451
    .processFunc  = elapsedFunctionMerge,
2452 2453 2454
    .finalizeFunc = elapsedFinalize,
    .invertFunc   = NULL,
    .combineFunc  = elapsedCombine,
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Ganlin Zhao 已提交
2455
  },
2456 2457 2458
  {
    .name = "interp",
    .type = FUNCTION_TYPE_INTERP,
2459
    .classification = FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2460
                      FUNC_MGT_FORBID_STREAM_FUNC,
G
Ganlin Zhao 已提交
2461
    .translateFunc = translateInterp,
2462 2463 2464 2465 2466
    .getEnvFunc    = getSelectivityFuncEnv,
    .initFunc      = functionSetup,
    .processFunc   = NULL,
    .finalizeFunc  = NULL
  },
2467 2468 2469
  {
    .name = "derivative",
    .type = FUNCTION_TYPE_DERIVATIVE,
2470
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2471
                      FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_CUMULATIVE_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2472 2473 2474 2475
    .translateFunc = translateDerivative,
    .getEnvFunc   = getDerivativeFuncEnv,
    .initFunc     = derivativeFuncSetup,
    .processFunc  = derivativeFunction,
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Ganlin Zhao 已提交
2476
    .sprocessFunc = derivativeScalarFunction,
2477 2478
    .finalizeFunc = functionFinalize,
    .estimateReturnRowsFunc = derivativeEstReturnRows
2479
  },
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Ganlin Zhao 已提交
2480 2481 2482
  {
    .name = "irate",
    .type = FUNCTION_TYPE_IRATE,
5
54liuyao 已提交
2483
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
G
Ganlin Zhao 已提交
2484 2485 2486 2487
    .translateFunc = translateIrate,
    .getEnvFunc   = getIrateFuncEnv,
    .initFunc     = irateFuncSetup,
    .processFunc  = irateFunction,
2488
    .sprocessFunc = irateScalarFunction,
G
Ganlin Zhao 已提交
2489 2490
    .finalizeFunc = irateFinalize
  },
G
Ganlin Zhao 已提交
2491 2492 2493
  {
    .name = "last_row",
    .type = FUNCTION_TYPE_LAST_ROW,
2494
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2495
    .translateFunc = translateFirstLast,
2496
    .dynDataRequiredFunc = lastDynDataReq,
2497 2498
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2499
    .processFunc  = lastRowFunction,
2500
    .sprocessFunc = firstLastScalarFunction,
2501 2502
    .pPartialFunc = "_last_row_partial",
    .pMergeFunc   = "_last_row_merge",
5
54liuyao 已提交
2503 2504
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = lastCombine
2505 2506 2507 2508
  },
  {
    .name = "_cache_last_row",
    .type = FUNCTION_TYPE_CACHE_LAST_ROW,
2509
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2510 2511 2512
    .translateFunc = translateFirstLast,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
2513
    .processFunc  = cachedLastRowFunction,
2514
    .finalizeFunc = firstLastFinalize
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Ganlin Zhao 已提交
2515
  },
X
Xiaoyu Wang 已提交
2516 2517 2518 2519 2520 2521 2522 2523 2524 2525
  {
    .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
  },
2526 2527 2528 2529 2530 2531 2532 2533 2534 2535 2536 2537 2538 2539 2540 2541 2542 2543 2544 2545 2546
  {
    .name = "_last_row_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastPartial,
    .dynDataRequiredFunc = lastDynDataReq,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastRowFunction,
    .finalizeFunc = firstLastPartialFinalize,
  },
  {
    .name = "_last_row_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
  },
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Ganlin Zhao 已提交
2547 2548 2549
  {
    .name = "first",
    .type = FUNCTION_TYPE_FIRST,
X
Xiaoyu Wang 已提交
2550
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
G
Ganlin Zhao 已提交
2551
    .translateFunc = translateFirstLast,
2552
    .dynDataRequiredFunc = firstDynDataReq,
G
Ganlin Zhao 已提交
2553 2554 2555
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
2556
    .sprocessFunc = firstLastScalarFunction,
2557
    .finalizeFunc = firstLastFinalize,
G
Ganlin Zhao 已提交
2558 2559
    .pPartialFunc = "_first_partial",
    .pMergeFunc   = "_first_merge",
2560
    .combineFunc  = firstCombine,
G
Ganlin Zhao 已提交
2561
  },
2562 2563 2564
  {
    .name = "_first_partial",
    .type = FUNCTION_TYPE_FIRST_PARTIAL,
2565
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2566
    .translateFunc = translateFirstLastPartial,
2567
    .dynDataRequiredFunc = firstDynDataReq,
2568 2569 2570
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = firstFunction,
G
Ganlin Zhao 已提交
2571
    .finalizeFunc = firstLastPartialFinalize,
2572 2573 2574 2575 2576
    .combineFunc  = firstCombine,
  },
  {
    .name = "_first_merge",
    .type = FUNCTION_TYPE_FIRST_MERGE,
2577
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2578 2579 2580
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
G
Ganlin Zhao 已提交
2581
    .processFunc  = firstFunctionMerge,
2582 2583 2584
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = firstCombine,
  },
G
Ganlin Zhao 已提交
2585 2586 2587
  {
    .name = "last",
    .type = FUNCTION_TYPE_LAST,
X
Xiaoyu Wang 已提交
2588
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_RES_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
G
Ganlin Zhao 已提交
2589
    .translateFunc = translateFirstLast,
2590
    .dynDataRequiredFunc = lastDynDataReq,
G
Ganlin Zhao 已提交
2591 2592 2593
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
2594
    .sprocessFunc = firstLastScalarFunction,
2595
    .finalizeFunc = firstLastFinalize,
G
Ganlin Zhao 已提交
2596 2597
    .pPartialFunc = "_last_partial",
    .pMergeFunc   = "_last_merge",
5
54liuyao 已提交
2598
    .combineFunc  = lastCombine,
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Ganlin Zhao 已提交
2599
  },
G
Ganlin Zhao 已提交
2600 2601 2602
  {
    .name = "_last_partial",
    .type = FUNCTION_TYPE_LAST_PARTIAL,
2603
    .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
2604
    .translateFunc = translateFirstLastPartial,
2605
    .dynDataRequiredFunc = lastDynDataReq,
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Ganlin Zhao 已提交
2606 2607 2608 2609 2610 2611 2612 2613 2614
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunction,
    .finalizeFunc = firstLastPartialFinalize,
    .combineFunc  = lastCombine,
  },
  {
    .name = "_last_merge",
    .type = FUNCTION_TYPE_LAST_MERGE,
2615
    .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
2616 2617 2618 2619 2620 2621 2622
    .translateFunc = translateFirstLastMerge,
    .getEnvFunc   = getFirstLastFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = lastFunctionMerge,
    .finalizeFunc = firstLastFinalize,
    .combineFunc  = lastCombine,
  },
2623 2624 2625
  {
    .name = "twa",
    .type = FUNCTION_TYPE_TWA,
2626
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_INTERVAL_INTERPO_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2627
    .translateFunc = translateInNumOutDou,
H
Haojun Liao 已提交
2628
    .dataRequiredFunc = statisDataRequired,
2629 2630 2631
    .getEnvFunc    = getTwaFuncEnv,
    .initFunc      = twaFunctionSetup,
    .processFunc   = twaFunction,
2632
    .sprocessFunc  = twaScalarFunction,
2633 2634
    .finalizeFunc  = twaFinalize
  },
2635 2636 2637
  {
    .name = "histogram",
    .type = FUNCTION_TYPE_HISTOGRAM,
2638
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
2639 2640 2641 2642
    .translateFunc = translateHistogram,
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
    .processFunc  = histogramFunction,
2643
    .sprocessFunc = histogramScalarFunction,
G
Ganlin Zhao 已提交
2644
    .finalizeFunc = histogramFinalize,
2645 2646
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
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Ganlin Zhao 已提交
2647
    .pPartialFunc = "_histogram_partial",
2648
    .pMergeFunc   = "_histogram_merge",
2649
  },
2650 2651 2652
  {
    .name = "_histogram_partial",
    .type = FUNCTION_TYPE_HISTOGRAM_PARTIAL,
2653
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2654
    .translateFunc = translateHistogramPartial,
2655 2656
    .getEnvFunc   = getHistogramFuncEnv,
    .initFunc     = histogramFunctionSetup,
2657
    .processFunc  = histogramFunctionPartial,
2658 2659 2660
    .finalizeFunc = histogramPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2661 2662 2663 2664
  },
  {
    .name = "_histogram_merge",
    .type = FUNCTION_TYPE_HISTOGRAM_MERGE,
2665
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
2666
    .translateFunc = translateHistogramMerge,
2667
    .getEnvFunc   = getHistogramFuncEnv,
G
Ganlin Zhao 已提交
2668
    .initFunc     = functionSetup,
2669
    .processFunc  = histogramFunctionMerge,
2670 2671 2672
    .finalizeFunc = histogramFinalize,
    .invertFunc   = NULL,
    .combineFunc  = histogramCombine,
2673
  },
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Ganlin Zhao 已提交
2674 2675 2676
  {
    .name = "hyperloglog",
    .type = FUNCTION_TYPE_HYPERLOGLOG,
2677
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2678 2679 2680 2681
    .translateFunc = translateHLL,
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2682
    .sprocessFunc = hllScalarFunction,
G
Ganlin Zhao 已提交
2683
    .finalizeFunc = hllFinalize,
2684 2685
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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Ganlin Zhao 已提交
2686 2687
    .pPartialFunc = "_hyperloglog_partial",
    .pMergeFunc   = "_hyperloglog_merge"
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Ganlin Zhao 已提交
2688
  },
2689 2690
  {
    .name = "_hyperloglog_partial",
2691
    .type = FUNCTION_TYPE_HYPERLOGLOG_PARTIAL,
2692
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2693
    .translateFunc = translateHLLPartial,
2694 2695 2696
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = hllFunction,
2697 2698 2699
    .finalizeFunc = hllPartialFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
2700 2701 2702
  },
  {
    .name = "_hyperloglog_merge",
2703
    .type = FUNCTION_TYPE_HYPERLOGLOG_MERGE,
2704
    .classification = FUNC_MGT_AGG_FUNC,
G
Ganlin Zhao 已提交
2705
    .translateFunc = translateHLLMerge,
2706 2707
    .getEnvFunc   = getHLLFuncEnv,
    .initFunc     = functionSetup,
G
Ganlin Zhao 已提交
2708
    .processFunc  = hllFunctionMerge,
2709 2710 2711
    .finalizeFunc = hllFinalize,
    .invertFunc   = NULL,
    .combineFunc  = hllCombine,
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Ganlin Zhao 已提交
2712
  },
G
Ganlin Zhao 已提交
2713 2714 2715
  {
    .name = "diff",
    .type = FUNCTION_TYPE_DIFF,
2716 2717
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
                      FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_CUMULATIVE_FUNC,
G
Ganlin Zhao 已提交
2718 2719 2720 2721
    .translateFunc = translateDiff,
    .getEnvFunc   = getDiffFuncEnv,
    .initFunc     = diffFunctionSetup,
    .processFunc  = diffFunction,
2722
    .sprocessFunc = diffScalarFunction,
2723
    .finalizeFunc = functionFinalize,
2724
    .estimateReturnRowsFunc = diffEstReturnRows,
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2725
  },
2726
  {
2727
    .name = "statecount",
2728
    .type = FUNCTION_TYPE_STATE_COUNT,
2729 2730
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC,
2731
    .translateFunc = translateStateCount,
2732 2733 2734
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateCountFunction,
2735
    .sprocessFunc = stateCountScalarFunction,
2736 2737
    .finalizeFunc = NULL
  },
2738
  {
2739
    .name = "stateduration",
2740
    .type = FUNCTION_TYPE_STATE_DURATION,
2741 2742
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC,
2743 2744 2745 2746
    .translateFunc = translateStateDuration,
    .getEnvFunc   = getStateFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = stateDurationFunction,
2747
    .sprocessFunc = stateDurationScalarFunction,
2748 2749
    .finalizeFunc = NULL
  },
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2750 2751 2752
  {
    .name = "csum",
    .type = FUNCTION_TYPE_CSUM,
2753
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
2754
                      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,
2759
    .sprocessFunc = csumScalarFunction,
2760 2761
    .finalizeFunc = NULL,
    .estimateReturnRowsFunc = csumEstReturnRows,
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2762
  },
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  {
    .name = "mavg",
    .type = FUNCTION_TYPE_MAVG,
2766 2767
    .classification = FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_TIMELINE_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC,
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    .translateFunc = translateMavg,
    .getEnvFunc   = getMavgFuncEnv,
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    .initFunc     = mavgFunctionSetup,
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    .processFunc  = mavgFunction,
2772
    .sprocessFunc = mavgScalarFunction,
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    .finalizeFunc = NULL
  },
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  {
    .name = "sample",
    .type = FUNCTION_TYPE_SAMPLE,
2778
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_MULTI_ROWS_FUNC | FUNC_MGT_KEEP_ORDER_FUNC | FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_FORBID_FILL_FUNC,
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    .translateFunc = translateSample,
    .getEnvFunc   = getSampleFuncEnv,
    .initFunc     = sampleFunctionSetup,
    .processFunc  = sampleFunction,
2783
    .sprocessFunc = sampleScalarFunction,
2784
    .finalizeFunc = sampleFinalize
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2785
  },
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2786 2787 2788
  {
    .name = "tail",
    .type = FUNCTION_TYPE_TAIL,
2789 2790
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
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    .translateFunc = translateTail,
    .getEnvFunc   = getTailFuncEnv,
    .initFunc     = tailFunctionSetup,
    .processFunc  = tailFunction,
2795
    .sprocessFunc = tailScalarFunction,
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2796
    .finalizeFunc = NULL
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2797
  },
2798 2799 2800
  {
    .name = "unique",
    .type = FUNCTION_TYPE_UNIQUE,
2801
    .classification = FUNC_MGT_SELECT_FUNC | FUNC_MGT_INDEFINITE_ROWS_FUNC | FUNC_MGT_TIMELINE_FUNC |
2802
                      FUNC_MGT_FORBID_STREAM_FUNC | FUNC_MGT_IMPLICIT_TS_FUNC,
2803 2804 2805 2806
    .translateFunc = translateUnique,
    .getEnvFunc   = getUniqueFuncEnv,
    .initFunc     = uniqueFunctionSetup,
    .processFunc  = uniqueFunction,
2807
    .sprocessFunc = uniqueScalarFunction,
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    .finalizeFunc = NULL
2809
  },
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2810 2811 2812
  {
    .name = "mode",
    .type = FUNCTION_TYPE_MODE,
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2813
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
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2814
    .translateFunc = translateMode,
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    .getEnvFunc   = getModeFuncEnv,
    .initFunc     = modeFunctionSetup,
    .processFunc  = modeFunction,
2818
    .sprocessFunc = modeScalarFunction,
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2819
    .finalizeFunc = modeFinalize,
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2820
  },
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2821 2822 2823 2824 2825 2826 2827 2828 2829 2830 2831 2832 2833 2834
  {
    .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,
2835
    .translateFunc = translateLogarithm,
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2836 2837 2838 2839 2840 2841 2842 2843 2844 2845 2846 2847 2848 2849 2850 2851 2852 2853 2854 2855 2856 2857 2858 2859 2860 2861 2862 2863 2864 2865 2866 2867 2868 2869 2870 2871 2872 2873 2874 2875 2876 2877 2878 2879 2880 2881 2882 2883 2884 2885 2886 2887 2888 2889 2890 2891 2892 2893 2894 2895 2896 2897 2898 2899 2900 2901 2902 2903 2904 2905 2906 2907 2908 2909 2910 2911 2912 2913 2914 2915 2916 2917 2918 2919 2920 2921 2922 2923 2924 2925 2926 2927 2928 2929 2930 2931 2932 2933 2934 2935 2936 2937 2938 2939 2940 2941 2942 2943 2944 2945 2946 2947 2948 2949 2950 2951 2952 2953 2954 2955 2956 2957 2958 2959 2960 2961 2962 2963 2964 2965 2966 2967 2968 2969 2970 2971 2972 2973 2974 2975 2976 2977 2978 2979 2980 2981 2982 2983 2984 2985 2986 2987 2988 2989 2990 2991 2992 2993 2994 2995 2996 2997 2998 2999 3000 3001 3002 3003 3004 3005 3006 3007 3008 3009 3010 3011 3012 3013 3014
    .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,
3015
    .translateFunc = translateLtrim,
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3016 3017 3018 3019 3020 3021 3022 3023 3024
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = ltrimFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "rtrim",
    .type = FUNCTION_TYPE_RTRIM,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_STRING_FUNC,
3025
    .translateFunc = translateRtrim,
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Ganlin Zhao 已提交
3026 3027 3028 3029 3030 3031 3032 3033 3034 3035 3036 3037 3038 3039 3040 3041 3042 3043 3044 3045 3046 3047 3048 3049 3050 3051 3052 3053 3054 3055 3056 3057 3058 3059 3060 3061 3062 3063 3064 3065 3066 3067 3068 3069 3070 3071 3072 3073 3074 3075 3076 3077 3078 3079 3080 3081 3082 3083 3084 3085 3086 3087 3088 3089 3090 3091 3092 3093 3094
    .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,
3095
    .translateFunc = translateNowToday,
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3096 3097 3098 3099 3100 3101 3102 3103 3104
    .getEnvFunc   = NULL,
    .initFunc     = NULL,
    .sprocessFunc = nowFunction,
    .finalizeFunc = NULL
  },
  {
    .name = "today",
    .type = FUNCTION_TYPE_TODAY,
    .classification = FUNC_MGT_SCALAR_FUNC | FUNC_MGT_DATETIME_FUNC,
3105
    .translateFunc = translateNowToday,
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3106 3107 3108 3109 3110 3111 3112 3113 3114 3115 3116 3117 3118 3119 3120 3121 3122 3123
    .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,
3124
    .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,
3128
    .sprocessFunc = qTbnameFunction,
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3129 3130 3131
    .finalizeFunc = NULL
  },
  {
3132 3133
    .name = "_qstart",
    .type = FUNCTION_TYPE_QSTART,
3134
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
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    .translateFunc = translateTimePseudoColumn,
3136
    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
3138
    .sprocessFunc = NULL,
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3139 3140 3141
    .finalizeFunc = NULL
  },
  {
3142 3143
    .name = "_qend",
    .type = FUNCTION_TYPE_QEND,
3144
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
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3145
    .translateFunc = translateTimePseudoColumn,
3146
    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
3148
    .sprocessFunc = NULL,
3149 3150 3151 3152 3153
    .finalizeFunc = NULL
  },
  {
    .name = "_qduration",
    .type = FUNCTION_TYPE_QDURATION,
3154
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_CLIENT_PC_FUNC,
3155
    .translateFunc = translateWduration,
3156
    .getEnvFunc   = NULL,
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    .initFunc     = NULL,
3158
    .sprocessFunc = NULL,
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    .finalizeFunc = NULL
  },
  {
3162 3163
    .name = "_wstart",
    .type = FUNCTION_TYPE_WSTART,
3164
    .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
  },
  {
3172 3173
    .name = "_wend",
    .type = FUNCTION_TYPE_WEND,
3174
    .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,
3184
    .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
3200 3201 3202 3203
  },
  {
    .name = "_select_value",
    .type = FUNCTION_TYPE_SELECT_VALUE,
3204
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
3205
    .translateFunc = translateSelectValue,
3206 3207
    .getEnvFunc   = getSelectivityFuncEnv,  // todo remove this function later.
    .initFunc     = functionSetup,
3208
    .processFunc  = NULL,
3209 3210 3211
    .finalizeFunc = NULL,
    .pPartialFunc = "_select_value",
    .pMergeFunc   = "_select_value"
3212 3213 3214 3215
  },
  {
    .name = "_block_dist",
    .type = FUNCTION_TYPE_BLOCK_DIST,
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    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_FORBID_STREAM_FUNC,
3217
    .translateFunc = translateBlockDistFunc,
3218
    .getEnvFunc   = getBlockDistFuncEnv,
3219
    .initFunc     = blockDistSetup,
3220 3221
    .processFunc  = blockDistFunction,
    .finalizeFunc = blockDistFinalize
3222 3223 3224 3225 3226 3227
  },
  {
    .name = "_block_dist_info",
    .type = FUNCTION_TYPE_BLOCK_DIST_INFO,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_SCAN_PC_FUNC,
    .translateFunc = translateBlockDistInfoFunc,
3228 3229 3230
  },
  {
    .name = "_group_key",
3231
    .type = FUNCTION_TYPE_GROUP_KEY,
3232
    .classification = FUNC_MGT_AGG_FUNC | FUNC_MGT_SELECT_FUNC | FUNC_MGT_KEEP_ORDER_FUNC,
3233 3234 3235 3236
    .translateFunc = translateGroupKey,
    .getEnvFunc   = getGroupKeyFuncEnv,
    .initFunc     = functionSetup,
    .processFunc  = groupKeyFunction,
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    .finalizeFunc = groupKeyFinalize,
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    .combineFunc  = groupKeyCombine,
3239 3240
    .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 = "_isfilled",
    .type = FUNCTION_TYPE_ISFILLED,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_INTERP_PC_FUNC,
    .translateFunc = translateIsFilledPseudoColumn,
    .getEnvFunc   = NULL,
    .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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  {
    .name = "_table_count",
    .type = FUNCTION_TYPE_TABLE_COUNT,
    .classification = FUNC_MGT_PSEUDO_COLUMN_FUNC | FUNC_MGT_SCAN_PC_FUNC,
    .translateFunc = translateTableCountPseudoColumn,
    .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));