Merge pull request #11043 from taosdata/feature/3.0_liaohj

Feature/3.0 liaohj

include/common/tcommon.h

@@ -59,10 +59,7 @@ typedef struct SDataBlockInfo {
   int32_t        rowSize;
   int16_t        numOfCols;
   int16_t        hasVarCol;
-  union {
-    int64_t uid;
-    int64_t blockId;
-  };
+  union {int64_t uid; int64_t blockId;};
   int64_t        groupId;     // no need to serialize
 } SDataBlockInfo;
 
@@ -96,6 +93,7 @@ void*   tDecodeDataBlock(const void* buf, SSDataBlock* pBlock);
 
 int32_t tEncodeDataBlocks(void** buf, const SArray* blocks);
 void*   tDecodeDataBlocks(const void* buf, SArray** blocks);
+void    colDataDestroy(SColumnInfoData* pColData) ;
 
 static FORCE_INLINE void blockDestroyInner(SSDataBlock* pBlock) {
   // WARNING: do not use info.numOfCols,
@@ -103,13 +101,7 @@ static FORCE_INLINE void blockDestroyInner(SSDataBlock* pBlock) {
   int32_t numOfOutput = taosArrayGetSize(pBlock->pDataBlock);
   for (int32_t i = 0; i < numOfOutput; ++i) {
     SColumnInfoData* pColInfoData = (SColumnInfoData*)taosArrayGet(pBlock->pDataBlock, i);
-    if (IS_VAR_DATA_TYPE(pColInfoData->info.type)) {
-      taosMemoryFreeClear(pColInfoData->varmeta.offset);
-    } else {
-      taosMemoryFreeClear(pColInfoData->nullbitmap);
-    }
-
-    taosMemoryFreeClear(pColInfoData->pData);
+    colDataDestroy(pColInfoData);
   }
 
   taosArrayDestroy(pBlock->pDataBlock);

include/common/tdatablock.h

@@ -101,6 +101,54 @@ static FORCE_INLINE bool colDataIsNull(const SColumnInfoData* pColumnInfoData, u
   ((IS_VAR_DATA_TYPE((p1_)->info.type)) ? ((p1_)->pData + (p1_)->varmeta.offset[(r_)]) \
                                         : ((p1_)->pData + ((r_) * (p1_)->info.bytes)))
 
+static FORCE_INLINE void colDataAppendNULL(SColumnInfoData* pColumnInfoData, uint32_t currentRow) {
+  // There is a placehold for each NULL value of binary or nchar type.
+  if (IS_VAR_DATA_TYPE(pColumnInfoData->info.type)) {
+    pColumnInfoData->varmeta.offset[currentRow] = -1;  // it is a null value of VAR type.
+  } else {
+    colDataSetNull_f(pColumnInfoData->nullbitmap, currentRow);
+  }
+
+  pColumnInfoData->hasNull = true;
+}
+
+static FORCE_INLINE int32_t colDataAppendInt8(SColumnInfoData* pColumnInfoData, uint32_t currentRow, int8_t* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_TINYINT ||
+         pColumnInfoData->info.type == TSDB_DATA_TYPE_UTINYINT || pColumnInfoData->info.type == TSDB_DATA_TYPE_BOOL);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(int8_t*)p = *(int8_t*)v;
+}
+
+static FORCE_INLINE int32_t colDataAppendInt16(SColumnInfoData* pColumnInfoData, uint32_t currentRow, int16_t* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_SMALLINT || pColumnInfoData->info.type == TSDB_DATA_TYPE_USMALLINT);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(int16_t*)p = *(int16_t*)v;
+}
+
+static FORCE_INLINE int32_t colDataAppendInt32(SColumnInfoData* pColumnInfoData, uint32_t currentRow, int32_t* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_INT || pColumnInfoData->info.type == TSDB_DATA_TYPE_UINT);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(int32_t*)p = *(int32_t*)v;
+}
+
+static FORCE_INLINE int32_t colDataAppendInt64(SColumnInfoData* pColumnInfoData, uint32_t currentRow, int64_t* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_BIGINT || pColumnInfoData->info.type == TSDB_DATA_TYPE_UBIGINT);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(int64_t*)p = *(int64_t*)v;
+}
+
+static FORCE_INLINE int32_t colDataAppendFloat(SColumnInfoData* pColumnInfoData, uint32_t currentRow, float* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_FLOAT);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(float*)p = *(float*)v;
+}
+
+static FORCE_INLINE int32_t colDataAppendDouble(SColumnInfoData* pColumnInfoData, uint32_t currentRow, double* v) {
+  ASSERT(pColumnInfoData->info.type == TSDB_DATA_TYPE_DOUBLE);
+  char* p = pColumnInfoData->pData + pColumnInfoData->info.bytes * currentRow;
+  *(double*)p = *(double*)v;
+}
+
 int32_t colDataAppend(SColumnInfoData* pColumnInfoData, uint32_t currentRow, const char* pData, bool isNull);
 int32_t colDataMergeCol(SColumnInfoData* pColumnInfoData, uint32_t numOfRow1, const SColumnInfoData* pSource,
                         uint32_t numOfRow2);

include/libs/function/function.h

@@ -27,16 +27,22 @@ extern "C" {
 struct SqlFunctionCtx;
 struct SResultRowEntryInfo;
 
-typedef struct SFunctionNode SFunctionNode;
+struct SFunctionNode;
+typedef struct SScalarParam SScalarParam;
 
 typedef struct SFuncExecEnv {
   int32_t calcMemSize;
 } SFuncExecEnv;
 
-typedef bool (*FExecGetEnv)(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+typedef bool (*FExecGetEnv)(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 typedef bool (*FExecInit)(struct SqlFunctionCtx *pCtx, struct SResultRowEntryInfo* pResultCellInfo);
 typedef void (*FExecProcess)(struct SqlFunctionCtx *pCtx);
 typedef void (*FExecFinalize)(struct SqlFunctionCtx *pCtx);
+typedef int32_t (*FScalarExecProcess)(SScalarParam *pInput, int32_t inputNum, SScalarParam *pOutput);
+
+typedef struct SScalarFuncExecFuncs {
+  FScalarExecProcess process;
+} SScalarFuncExecFuncs;
 
 typedef struct SFuncExecFuncs {
   FExecGetEnv getEnv;
@@ -191,6 +197,7 @@ typedef struct SqlFunctionCtx {
   SPoint1          start;
   SPoint1          end;
   SFuncExecFuncs   fpSet;
+  SScalarFuncExecFuncs sfp;
 } SqlFunctionCtx;
 
 enum {
@@ -203,7 +210,7 @@ enum {
 };
 
 typedef struct tExprNode {
-  uint8_t nodeType;
+  int32_t nodeType;
   union {
     struct {
       int32_t           optr;   // binary operator
@@ -219,7 +226,7 @@ typedef struct tExprNode {
       char              functionName[FUNCTIONS_NAME_MAX_LENGTH];  // todo refactor
       int32_t           functionId;
       int32_t           num;
-      SFunctionNode    *pFunctNode;
+      struct SFunctionNode    *pFunctNode;
       // Note that the attribute of pChild is not the parameter of function, it is the columns that involved in the
       // calculation instead.
       // E.g., Cov(col1, col2), the column information, w.r.t. the col1 and col2, is kept in pChild nodes.
@@ -227,6 +234,10 @@ typedef struct tExprNode {
       //  operator and is kept in the attribute of _node.
       struct tExprNode **pChild;
     } _function;
+
+    struct {
+      struct SNode* pRootNode;
+    } _optrRoot;
   };
 } tExprNode;
 
@@ -250,25 +261,11 @@ typedef struct SAggFunctionInfo {
   int32_t (*dataReqFunc)(SqlFunctionCtx *pCtx, STimeWindow* w, int32_t colId);
 } SAggFunctionInfo;
 
-typedef struct SScalarParam {
-  void            *data;
-  union {
+struct SScalarParam {
   SColumnInfoData   *columnData;
-    void            *data;
-  } orig;  
-  char            *bitmap;
-  bool             dataInBlock;
-  int32_t          num;
-  int32_t          type;
-  int32_t          bytes;
-} SScalarParam;
-
-typedef struct SScalarFunctionInfo {
-  char      name[FUNCTIONS_NAME_MAX_LENGTH];
-  int8_t    type;              // scalar function or aggregation function
-  uint32_t  functionId;        // index of scalar function
-  void     (*process)(struct SScalarParam* pOutput, size_t numOfInput, const struct SScalarParam *pInput);
-} SScalarFunctionInfo;
+  SHashObj          *pHashFilter;
+  int32_t            numOfRows;
+};
 
 typedef struct SMultiFunctionsDesc {
   bool stableQuery;

include/libs/function/functionMgt.h

@@ -103,13 +103,6 @@ struct SqlFunctionCtx;
 struct SResultRowEntryInfo;
 struct STimeWindow;
 
-typedef int32_t (*FScalarExecProcess)(SScalarParam *pInput, int32_t inputNum, SScalarParam *pOutput);
-
-typedef struct SScalarFuncExecFuncs {
-  FScalarExecProcess process;
-} SScalarFuncExecFuncs;
-
-
 int32_t fmFuncMgtInit();
 
 void fmFuncMgtDestroy();

include/libs/scalar/scalar.h

@@ -40,7 +40,7 @@ int32_t scalarGetOperatorParamNum(EOperatorType type);
 int32_t scalarGenerateSetFromList(void **data, void *pNode, uint32_t type);
 
 int32_t vectorGetConvertType(int32_t type1, int32_t type2);
-int32_t vectorConvertImpl(SScalarParam* pIn, SScalarParam* pOut);
+int32_t vectorConvertImpl(const SScalarParam* pIn, SScalarParam* pOut);
 
 int32_t absFunction(SScalarParam *pInput, int32_t inputNum, SScalarParam *pOutput);
 int32_t logFunction(SScalarParam *pInput, int32_t inputNum, SScalarParam *pOutput);

source/client/inc/clientInt.h

@@ -235,7 +235,7 @@ void initMsgHandleFp();
 TAOS* taos_connect_internal(const char* ip, const char* user, const char* pass, const char* auth, const char* db,
                             uint16_t port);
 
-void* doFetchRow(SRequestObj* pRequest);
+void* doFetchRow(SRequestObj* pRequest, bool setupOneRowPtr);
 
 int32_t setResultDataPtr(SReqResultInfo* pResultInfo, TAOS_FIELD* pFields, int32_t numOfCols, int32_t numOfRows);
 

source/client/src/clientImpl.c

@@ -545,7 +545,42 @@ TAOS* taos_connect_l(const char* ip, int ipLen, const char* user, int userLen, c
   return taos_connect(ipStr, userStr, passStr, dbStr, port);
 }
 
-void* doFetchRow(SRequestObj* pRequest) {
+static void doSetOneRowPtr(SReqResultInfo* pResultInfo) {
+  for (int32_t i = 0; i < pResultInfo->numOfCols; ++i) {
+    SResultColumn* pCol = &pResultInfo->pCol[i];
+
+    int32_t type = pResultInfo->fields[i].type;
+    int32_t bytes = pResultInfo->fields[i].bytes;
+
+    if (IS_VAR_DATA_TYPE(type)) {
+      if (pCol->offset[pResultInfo->current] != -1) {
+        char* pStart = pResultInfo->pCol[i].offset[pResultInfo->current] + pResultInfo->pCol[i].pData;
+
+        pResultInfo->length[i] = varDataLen(pStart);
+        pResultInfo->row[i] = varDataVal(pStart);
+
+        if (type == TSDB_DATA_TYPE_NCHAR) {
+          int32_t len = taosUcs4ToMbs((TdUcs4*)varDataVal(pStart), varDataLen(pStart), varDataVal(pResultInfo->convertBuf[i]));
+          ASSERT(len <= bytes);
+
+          pResultInfo->row[i] = varDataVal(pResultInfo->convertBuf[i]);
+          varDataSetLen(pResultInfo->convertBuf[i], len);
+          pResultInfo->length[i] = len;
+        }
+      } else {
+        pResultInfo->row[i] = NULL;
+      }
+    } else {
+      if (!colDataIsNull_f(pCol->nullbitmap, pResultInfo->current)) {
+        pResultInfo->row[i] = pResultInfo->pCol[i].pData + bytes * pResultInfo->current;
+      } else {
+        pResultInfo->row[i] = NULL;
+      }
+    }
+  }
+}
+
+void* doFetchRow(SRequestObj* pRequest, bool setupOneRowPtr) {
   assert(pRequest != NULL);
   SReqResultInfo* pResultInfo = &pRequest->body.resInfo;
 
@@ -555,17 +590,20 @@ void* doFetchRow(SRequestObj* pRequest) {
     if (pRequest->type == TDMT_VND_QUERY) {
       // All data has returned to App already, no need to try again
       if (pResultInfo->completed) {
+        pResultInfo->numOfRows = 0;
         return NULL;
       }
 
       SReqResultInfo* pResInfo = &pRequest->body.resInfo;
       pRequest->code = schedulerFetchRows(pRequest->body.queryJob, (void**)&pResInfo->pData);
       if (pRequest->code != TSDB_CODE_SUCCESS) {
+        pResultInfo->numOfRows = 0;
         return NULL;
       }
 
       pRequest->code = setQueryResultFromRsp(&pRequest->body.resInfo, (SRetrieveTableRsp*)pResInfo->pData);
       if (pRequest->code != TSDB_CODE_SUCCESS) {
+        pResultInfo->numOfRows = 0;
         return NULL;
       }
 
@@ -633,41 +671,11 @@ void* doFetchRow(SRequestObj* pRequest) {
   }
 
 _return:
-
-  for (int32_t i = 0; i < pResultInfo->numOfCols; ++i) {
-    SResultColumn* pCol = &pResultInfo->pCol[i];
-
-    int32_t type = pResultInfo->fields[i].type;
-    int32_t bytes = pResultInfo->fields[i].bytes;
-
-    if (IS_VAR_DATA_TYPE(type)) {
-      if (pCol->offset[pResultInfo->current] != -1) {
-        char* pStart = pResultInfo->pCol[i].offset[pResultInfo->current] + pResultInfo->pCol[i].pData;
-
-        pResultInfo->length[i] = varDataLen(pStart);
-        pResultInfo->row[i] = varDataVal(pStart);
-
-        if (type == TSDB_DATA_TYPE_NCHAR) {
-          int32_t len = taosUcs4ToMbs((TdUcs4*)varDataVal(pStart), varDataLen(pStart), varDataVal(pResultInfo->convertBuf[i]));
-          ASSERT(len <= bytes);
-
-          pResultInfo->row[i] = varDataVal(pResultInfo->convertBuf[i]);
-          varDataSetLen(pResultInfo->convertBuf[i], len);
-          pResultInfo->length[i] = len;
-        }
-      } else {
-        pResultInfo->row[i] = NULL;
-      }
-    } else {
-      if (!colDataIsNull_f(pCol->nullbitmap, pResultInfo->current)) {
-        pResultInfo->row[i] = pResultInfo->pCol[i].pData + bytes * pResultInfo->current;
-      } else {
-        pResultInfo->row[i] = NULL;
-      }
-    }
+  if (setupOneRowPtr) {
+    doSetOneRowPtr(pResultInfo);
+    pResultInfo->current += 1;
   }
 
-  pResultInfo->current += 1;
   return pResultInfo->row;
 }
 

source/client/src/clientMain.c

@@ -138,20 +138,20 @@ TAOS_RES *taos_query(TAOS *taos, const char *sql) {
   return taos_query_l(taos, sql, (int32_t) strlen(sql));
 }
 
-TAOS_ROW taos_fetch_row(TAOS_RES *pRes) {
-  if (pRes == NULL) {
+TAOS_ROW taos_fetch_row(TAOS_RES *res) {
+  if (res == NULL) {
     return NULL;
   }
 
-  SRequestObj *pRequest = (SRequestObj *) pRes;
+  SRequestObj *pRequest = (SRequestObj *) res;
   if (pRequest->type == TSDB_SQL_RETRIEVE_EMPTY_RESULT ||
       pRequest->type == TSDB_SQL_INSERT ||
       pRequest->code != TSDB_CODE_SUCCESS ||
-      taos_num_fields(pRes) == 0) {
+      taos_num_fields(res) == 0) {
     return NULL;
   }
 
-  return doFetchRow(pRequest);
+  return doFetchRow(pRequest, true);
 }
 
 int  taos_print_row(char *str, TAOS_ROW row, TAOS_FIELD *fields, int num_fields) {
@@ -246,6 +246,7 @@ int* taos_fetch_lengths(TAOS_RES *res) {
   return ((SRequestObj*) res)->body.resInfo.length;
 }
 
+// todo intergrate with tDataTypes
 const char *taos_data_type(int type) {
   switch (type) {
     case TSDB_DATA_TYPE_NULL:            return "TSDB_DATA_TYPE_NULL";
@@ -256,9 +257,11 @@ const char *taos_data_type(int type) {
     case TSDB_DATA_TYPE_BIGINT:          return "TSDB_DATA_TYPE_BIGINT";
     case TSDB_DATA_TYPE_FLOAT:           return "TSDB_DATA_TYPE_FLOAT";
     case TSDB_DATA_TYPE_DOUBLE:          return "TSDB_DATA_TYPE_DOUBLE";
-    case TSDB_DATA_TYPE_BINARY:          return "TSDB_DATA_TYPE_BINARY";
+    case TSDB_DATA_TYPE_VARCHAR:         return "TSDB_DATA_TYPE_VARCHAR";
+//    case TSDB_DATA_TYPE_BINARY:          return "TSDB_DATA_TYPE_VARCHAR";
     case TSDB_DATA_TYPE_TIMESTAMP:       return "TSDB_DATA_TYPE_TIMESTAMP";
     case TSDB_DATA_TYPE_NCHAR:           return "TSDB_DATA_TYPE_NCHAR";
+    case TSDB_DATA_TYPE_JSON:            return "TSDB_DATA_TYPE_JSON";
     default: return "UNKNOWN";
   }
 }
@@ -316,11 +319,37 @@ void taos_stop_query(TAOS_RES *res) {
 }
 
 bool taos_is_null(TAOS_RES *res, int32_t row, int32_t col) {
-  return false;
+  SRequestObj* pRequestObj = res;
+  SReqResultInfo* pResultInfo = &pRequestObj->body.resInfo;
+  if (col >= pResultInfo->numOfCols || col < 0 || row >= pResultInfo->numOfRows || row < 0) {
+    return true;
+  }
+
+  SResultColumn* pCol = &pRequestObj->body.resInfo.pCol[col];
+  return colDataIsNull_f(pCol->nullbitmap, row);
 }
 
 int  taos_fetch_block(TAOS_RES *res, TAOS_ROW *rows) {
+  if (res == NULL) {
     return 0;
+  }
+
+  SRequestObj *pRequest = (SRequestObj *) res;
+  if (pRequest->type == TSDB_SQL_RETRIEVE_EMPTY_RESULT ||
+      pRequest->type == TSDB_SQL_INSERT ||
+      pRequest->code != TSDB_CODE_SUCCESS ||
+      taos_num_fields(res) == 0) {
+    return 0;
+  }
+
+  doFetchRow(pRequest, false);
+
+  // TODO refactor
+  SReqResultInfo* pResultInfo = &pRequest->body.resInfo;
+  pResultInfo->current = pResultInfo->numOfRows;
+  *rows = pResultInfo->row;
+
+  return pResultInfo->numOfRows;
 }
 
 int  taos_validate_sql(TAOS *taos, const char *sql) {

source/common/src/tdatablock.c

@@ -1241,6 +1241,16 @@ size_t blockDataGetCapacityInRow(const SSDataBlock* pBlock, size_t pageSize) {
   return pageSize / (blockDataGetSerialRowSize(pBlock) + blockDataGetSerialMetaSize(pBlock));
 }
 
+void colDataDestroy(SColumnInfoData* pColData) {
+  if (IS_VAR_DATA_TYPE(pColData->info.type)) {
+    taosMemoryFree(pColData->varmeta.offset);
+  } else {
+    taosMemoryFree(pColData->nullbitmap);
+  }
+
+  taosMemoryFree(pColData->pData);
+}
+
 int32_t tEncodeDataBlock(void** buf, const SSDataBlock* pBlock) {
   int64_t tbUid = pBlock->info.uid;
   int16_t numOfCols = pBlock->info.numOfCols;

source/libs/executor/inc/executorimpl.h

@@ -469,7 +469,7 @@ typedef struct SOptrBasicInfo {
   int32_t*           rowCellInfoOffset;  // offset value for each row result cell info
   SqlFunctionCtx*    pCtx;
   SSDataBlock*       pRes;
-  int32_t            capacity;
+  int32_t            capacity;  // TODO remove it
 } SOptrBasicInfo;
 
 //TODO move the resultrowsiz together with SOptrBasicInfo:rowCellInfoOffset

source/libs/executor/src/executorimpl.c

@@ -1246,17 +1246,40 @@ static void doAggregateImpl(SOperatorInfo* pOperator, TSKEY startTs, SqlFunction
   }
 }
 
-static void projectApplyFunctions(SSDataBlock* pResult, SqlFunctionCtx *pCtx, int32_t numOfOutput) {
+static void projectApplyFunctions(SExprInfo* pExpr, SSDataBlock* pResult, SSDataBlock* pSrcBlock, SqlFunctionCtx *pCtx, int32_t numOfOutput) {
   for (int32_t k = 0; k < numOfOutput; ++k) {
-    if (pCtx[k].fpSet.init == NULL) { // it is a project query
+    if (pExpr[k].pExpr->nodeType == QUERY_NODE_COLUMN) { // it is a project query
       SColumnInfoData* pColInfoData = taosArrayGet(pResult->pDataBlock, k);
       colDataAssign(pColInfoData, pCtx[k].input.pData[0], pCtx[k].input.numOfRows);
-    } else { // TODO: arithmetic and other process.
+
+      pResult->info.rows = pCtx[0].input.numOfRows;
+    } else if (pExpr[k].pExpr->nodeType == QUERY_NODE_OPERATOR) {
+      SArray* pBlockList = taosArrayInit(4, POINTER_BYTES);
+      taosArrayPush(pBlockList, &pSrcBlock);
+
+      SScalarParam dest = {0};
+      dest.columnData = taosArrayGet(pResult->pDataBlock, k);
+
+      scalarCalculate(pExpr[k].pExpr->_optrRoot.pRootNode, pBlockList, &dest);
+      pResult->info.rows = dest.numOfRows;
+
+      taosArrayDestroy(pBlockList);
+    } else if (pExpr[k].pExpr->nodeType == QUERY_NODE_FUNCTION) {
+      ASSERT(!fmIsAggFunc(pCtx->functionId));
+
+      SScalarParam p = {.numOfRows = pSrcBlock->info.rows};
+      int32_t slotId = pExpr[k].base.pParam[0].pCol->slotId;
+      p.columnData = taosArrayGet(pSrcBlock->pDataBlock, slotId);
+
+      SScalarParam dest = {0};
+      dest.columnData = taosArrayGet(pResult->pDataBlock, k);
+      pCtx[k].sfp.process(&p, 1, &dest);
+
+      pResult->info.rows = dest.numOfRows;
+    } else {
       ASSERT(0);
     }
   }
-
-  pResult->info.rows = pCtx[0].input.numOfRows;
 }
 
 void doTimeWindowInterpolation(SOperatorInfo* pOperator, SOptrBasicInfo* pInfo, SArray* pDataBlock, TSKEY prevTs,
@@ -2013,107 +2036,6 @@ static int32_t setCtxTagColumnInfo(SqlFunctionCtx *pCtx, int32_t numOfOutput) {
   return TSDB_CODE_SUCCESS;
 }
 
-static SqlFunctionCtx* createSqlFunctionCtx(STaskRuntimeEnv* pRuntimeEnv, SExprInfo* pExpr, int32_t numOfOutput,
-                                            int32_t** rowCellInfoOffset) {
-  STaskAttr* pQueryAttr = pRuntimeEnv->pQueryAttr;
-
-  SqlFunctionCtx * pFuncCtx = (SqlFunctionCtx *)taosMemoryCalloc(numOfOutput, sizeof(SqlFunctionCtx));
-  if (pFuncCtx == NULL) {
-    return NULL;
-  }
-
-  *rowCellInfoOffset = taosMemoryCalloc(numOfOutput, sizeof(int32_t));
-  if (*rowCellInfoOffset == 0) {
-    taosMemoryFreeClear(pFuncCtx);
-    return NULL;
-  }
-
-  for (int32_t i = 0; i < numOfOutput; ++i) {
-    SExprBasicInfo *pFunct = &pExpr[i].base;
-    SqlFunctionCtx* pCtx = &pFuncCtx[i];
-#if 0
-    SColIndex *pIndex = &pFunct->colInfo;
-
-    if (TSDB_COL_REQ_NULL(pIndex->flag)) {
-      pCtx->requireNull = true;
-      pIndex->flag &= ~(TSDB_COL_NULL);
-    } else {
-      pCtx->requireNull = false;
-    }
-#endif
-//    pCtx->inputBytes = pFunct->colBytes;
-//    pCtx->inputType  = pFunct->colType;
-
-    pCtx->ptsOutputBuf = NULL;
-
-    pCtx->resDataInfo.bytes  = pFunct->resSchema.bytes;
-    pCtx->resDataInfo.type   = pFunct->resSchema.type;
-
-    pCtx->order        = pQueryAttr->order.order;
-//    pCtx->functionId   = pFunct->functionId;
-    pCtx->stableQuery  = pQueryAttr->stableQuery;
-//    pCtx->resDataInfo.interBufSize = pFunct->interBytes;
-    pCtx->start.key    = INT64_MIN;
-    pCtx->end.key      = INT64_MIN;
-
-    pCtx->numOfParams  = pFunct->numOfParams;
-    for (int32_t j = 0; j < pCtx->numOfParams; ++j) {
-      int16_t type = pFunct->pParam[j].param.nType;
-      int16_t bytes = pFunct->pParam[j].param.nType;
-
-      if (type == TSDB_DATA_TYPE_BINARY || type == TSDB_DATA_TYPE_NCHAR) {
-//        taosVariantCreateFromBinary(&pCtx->param[j], pFunct->param[j].pz, bytes, type);
-      } else {
-//        taosVariantCreateFromBinary(&pCtx->param[j], (char *)&pFunct->param[j].i, bytes, type);
-      }
-    }
-
-    // set the order information for top/bottom query
-    int32_t functionId = pCtx->functionId;
-
-    if (functionId == FUNCTION_TOP || functionId == FUNCTION_BOTTOM || functionId == FUNCTION_DIFF) {
-      int32_t f = getExprFunctionId(&pExpr[0]);
-      assert(f == FUNCTION_TS || f == FUNCTION_TS_DUMMY);
-
-      pCtx->param[2].i = pQueryAttr->order.order;
-      pCtx->param[2].nType = TSDB_DATA_TYPE_BIGINT;
-      pCtx->param[3].i = functionId;
-      pCtx->param[3].nType = TSDB_DATA_TYPE_BIGINT;
-
-      pCtx->param[1].i = pQueryAttr->order.col.colId;
-    } else if (functionId == FUNCTION_INTERP) {
-      pCtx->param[2].i = (int8_t)pQueryAttr->fillType;
-      if (pQueryAttr->fillVal != NULL) {
-        if (isNull((const char *)&pQueryAttr->fillVal[i], pCtx->inputType)) {
-          pCtx->param[1].nType = TSDB_DATA_TYPE_NULL;
-        } else {  // todo refactor, taosVariantCreateFromBinary should handle the NULL value
-          if (pCtx->inputType != TSDB_DATA_TYPE_BINARY && pCtx->inputType != TSDB_DATA_TYPE_NCHAR) {
-            taosVariantCreateFromBinary(&pCtx->param[1], (char *)&pQueryAttr->fillVal[i], pCtx->inputBytes, pCtx->inputType);
-          }
-        }
-      }
-    } else if (functionId == FUNCTION_TS_COMP) {
-      pCtx->param[0].i = pQueryAttr->vgId;  //TODO this should be the parameter from client
-      pCtx->param[0].nType = TSDB_DATA_TYPE_BIGINT;
-    } else if (functionId == FUNCTION_TWA) {
-      pCtx->param[1].i = pQueryAttr->window.skey;
-      pCtx->param[1].nType = TSDB_DATA_TYPE_BIGINT;
-      pCtx->param[2].i = pQueryAttr->window.ekey;
-      pCtx->param[2].nType = TSDB_DATA_TYPE_BIGINT;
-    } else if (functionId == FUNCTION_ARITHM) {
-//      pCtx->param[1].pz = (char*) getScalarFuncSupport(pRuntimeEnv->scalarSup, i);
-    }
-  }
-
-//  for(int32_t i = 1; i < numOfOutput; ++i) {
-//    (*rowCellInfoOffset)[i] = (int32_t)((*rowCellInfoOffset)[i - 1] + sizeof(SResultRowEntryInfo) + pExpr[i - 1].base.interBytes);
-//  }
-
-  setCtxTagColumnInfo(pFuncCtx, numOfOutput);
-
-  return pFuncCtx;
-}
-
 static SqlFunctionCtx* createSqlFunctionCtx_rv(SExprInfo* pExprInfo, int32_t numOfOutput, int32_t** rowCellInfoOffset) {
   SqlFunctionCtx * pFuncCtx = (SqlFunctionCtx *)taosMemoryCalloc(numOfOutput, sizeof(SqlFunctionCtx));
   if (pFuncCtx == NULL) {
@@ -2132,15 +2054,22 @@ static SqlFunctionCtx* createSqlFunctionCtx_rv(SExprInfo* pExprInfo, int32_t num
     SExprBasicInfo *pFunct = &pExpr->base;
     SqlFunctionCtx* pCtx = &pFuncCtx[i];
 
-    if (pExpr->pExpr->_function.pFunctNode != NULL) {
+    pCtx->functionId = -1;
+    if (pExpr->pExpr->nodeType == QUERY_NODE_FUNCTION) {
       SFuncExecEnv env = {0};
       pCtx->functionId = pExpr->pExpr->_function.pFunctNode->funcId;
 
+      if (fmIsAggFunc(pCtx->functionId)) {
         fmGetFuncExecFuncs(pCtx->functionId, &pCtx->fpSet);
         pCtx->fpSet.getEnv(pExpr->pExpr->_function.pFunctNode, &env);
-      pCtx->resDataInfo.interBufSize = env.calcMemSize;
       } else {
-      pCtx->functionId = -1;
+        fmGetScalarFuncExecFuncs(pCtx->functionId, &pCtx->sfp);
+      }
+      pCtx->resDataInfo.interBufSize = env.calcMemSize;
+    } else if (pExpr->pExpr->nodeType == QUERY_NODE_COLUMN) {
+
+    } else if (pExpr->pExpr->nodeType == QUERY_NODE_OPERATOR) {
+
     }
 
     pCtx->input.numOfInputCols = pFunct->numOfParams;
@@ -6654,7 +6583,6 @@ static SSDataBlock* doProjectOperation(SOperatorInfo *pOperator, bool* newgroup)
   blockDataCleanup(pRes);
 
   if (pProjectInfo->existDataBlock) {  // TODO refactor
-//    STableQueryInfo* pTableQueryInfo = pRuntimeEnv->current;
     SSDataBlock* pBlock = pProjectInfo->existDataBlock;
     pProjectInfo->existDataBlock = NULL;
     *newgroup = true;
@@ -6668,9 +6596,7 @@ static SSDataBlock* doProjectOperation(SOperatorInfo *pOperator, bool* newgroup)
     setInputDataBlock(pOperator, pInfo->pCtx, pBlock, TSDB_ORDER_ASC);
 
     blockDataEnsureCapacity(pInfo->pRes, pBlock->info.rows);
-    projectApplyFunctions(pInfo->pRes, pInfo->pCtx, pOperator->numOfOutput);
-
-    pRes->info.rows = getNumOfResult(pInfo->pCtx, pOperator->numOfOutput, NULL);
+    projectApplyFunctions(pOperator->pExpr, pInfo->pRes, pBlock, pInfo->pCtx, pOperator->numOfOutput);
     if (pRes->info.rows >= pProjectInfo->binfo.capacity*0.8) {
       copyTsColoum(pRes, pInfo->pCtx, pOperator->numOfOutput);
       resetResultRowEntryResult(pInfo->pCtx, pOperator->numOfOutput);
@@ -6713,15 +6639,15 @@ static SSDataBlock* doProjectOperation(SOperatorInfo *pOperator, bool* newgroup)
 
     // the pDataBlock are always the same one, no need to call this again
     setInputDataBlock(pOperator, pInfo->pCtx, pBlock, TSDB_ORDER_ASC);
-    updateOutputBuf(pInfo, &pInfo->capacity, pBlock->info.rows);
+    blockDataEnsureCapacity(pInfo->pRes, pInfo->pRes->info.rows + pBlock->info.rows);
 
-    projectApplyFunctions(pInfo->pRes, pInfo->pCtx, pOperator->numOfOutput);
-    if (pRes->info.rows >= pProjectInfo->threshold) {
+    projectApplyFunctions(pOperator->pExpr, pInfo->pRes, pBlock, pInfo->pCtx, pOperator->numOfOutput);
+    if (pRes->info.rows >= pOperator->resultInfo.threshold) {
       break;
     }
   }
 
-  copyTsColoum(pRes, pInfo->pCtx, pOperator->numOfOutput);
+//  copyTsColoum(pRes, pInfo->pCtx, pOperator->numOfOutput);
   return (pInfo->pRes->info.rows > 0)? pInfo->pRes:NULL;
 }
 
@@ -7811,7 +7737,7 @@ SOperatorInfo* createIntervalOperatorInfo(SOperatorInfo* downstream, SExprInfo*
 SOperatorInfo* createAllTimeIntervalOperatorInfo(STaskRuntimeEnv* pRuntimeEnv, SOperatorInfo* downstream, SExprInfo* pExpr, int32_t numOfOutput) {
   STableIntervalOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(STableIntervalOperatorInfo));
 
-  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
+//  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
 //  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pResultInfo->capacity);
   initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);
 
@@ -7836,7 +7762,7 @@ SOperatorInfo* createStatewindowOperatorInfo(STaskRuntimeEnv* pRuntimeEnv, SOper
   SStateWindowOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(SStateWindowOperatorInfo));
   pInfo->colIndex   = -1;
   pInfo->reptScan   = false;
-  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
+//  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
 //  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pResultInfo->capacity);
   initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);
 
@@ -7901,7 +7827,7 @@ SOperatorInfo* createSessionAggOperatorInfo(SOperatorInfo* downstream, SExprInfo
 SOperatorInfo* createMultiTableTimeIntervalOperatorInfo(STaskRuntimeEnv* pRuntimeEnv, SOperatorInfo* downstream, SExprInfo* pExpr, int32_t numOfOutput) {
   STableIntervalOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(STableIntervalOperatorInfo));
 
-  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
+//  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
 //  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pResultInfo->capacity);
   initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);
 
@@ -7925,7 +7851,7 @@ SOperatorInfo* createMultiTableTimeIntervalOperatorInfo(STaskRuntimeEnv* pRuntim
 SOperatorInfo* createAllMultiTableTimeIntervalOperatorInfo(STaskRuntimeEnv* pRuntimeEnv, SOperatorInfo* downstream, SExprInfo* pExpr, int32_t numOfOutput) {
   STableIntervalOperatorInfo* pInfo = taosMemoryCalloc(1, sizeof(STableIntervalOperatorInfo));
 
-  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
+//  pInfo->binfo.pCtx = createSqlFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
 //  pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pResultInfo->capacity);
   initResultRowInfo(&pInfo->binfo.resultRowInfo, 8);
 
@@ -8533,16 +8459,18 @@ SExprInfo* createExprInfo(SNodeList* pNodeList, SNodeList* pGroupKeys, int32_t*
 
     // it is a project query, or group by column
     if (nodeType(pTargetNode->pExpr) == QUERY_NODE_COLUMN) {
+      pExp->pExpr->nodeType = QUERY_NODE_COLUMN;
       SColumnNode* pColNode = (SColumnNode*) pTargetNode->pExpr;
 
       SDataType* pType = &pColNode->node.resType;
       pExp->base.resSchema = createResSchema(pType->type, pType->bytes, pTargetNode->slotId, pType->scale, pType->precision, pColNode->colName);
-      pCol->slotId    = pColNode->slotId;
+      pCol->slotId    = pColNode->slotId;   // TODO refactor
       pCol->bytes     = pType->bytes;
       pCol->type      = pType->type;
       pCol->scale     = pType->scale;
       pCol->precision = pType->precision;
-    } else {
+    } else if (nodeType(pTargetNode->pExpr) == QUERY_NODE_FUNCTION) {
+      pExp->pExpr->nodeType = QUERY_NODE_FUNCTION;
       SFunctionNode* pFuncNode = (SFunctionNode*)pTargetNode->pExpr;
 
       SDataType* pType = &pFuncNode->node.resType;
@@ -8556,7 +8484,7 @@ SExprInfo* createExprInfo(SNodeList* pNodeList, SNodeList* pGroupKeys, int32_t*
       int32_t numOfParam = LIST_LENGTH(pFuncNode->pParameterList);
       for (int32_t j = 0; j < numOfParam; ++j) {
         SNode*       p1 = nodesListGetNode(pFuncNode->pParameterList, j);
-        SColumnNode* pcn = (SColumnNode*)p1;
+        SColumnNode* pcn = (SColumnNode*)p1;  // TODO refactor
 
         pCol->slotId      = pcn->slotId;
         pCol->bytes       = pcn->node.resType.bytes;
@@ -8565,6 +8493,22 @@ SExprInfo* createExprInfo(SNodeList* pNodeList, SNodeList* pGroupKeys, int32_t*
         pCol->precision   = pcn->node.resType.precision;
         pCol->dataBlockId = pcn->dataBlockId;
       }
+    } else if (nodeType(pTargetNode->pExpr) == QUERY_NODE_OPERATOR) {
+      pExp->pExpr->nodeType = QUERY_NODE_OPERATOR;
+      SOperatorNode* pNode = (SOperatorNode*) pTargetNode->pExpr;
+
+      SDataType* pType = &pNode->node.resType;
+      pExp->base.resSchema = createResSchema(pType->type, pType->bytes, pTargetNode->slotId, pType->scale, pType->precision, pNode->node.aliasName);
+
+      pExp->pExpr->_optrRoot.pRootNode = pTargetNode->pExpr;
+
+      pCol->slotId    = pTargetNode->slotId;   // TODO refactor
+      pCol->bytes     = pType->bytes;
+      pCol->type      = pType->type;
+      pCol->scale     = pType->scale;
+      pCol->precision = pType->precision;
+    } else {
+      ASSERT(0);
     }
   }
 

source/libs/function/inc/builtinsimpl.h

@@ -25,23 +25,23 @@ extern "C" {
 bool functionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResultInfo);
 void functionFinalize(SqlFunctionCtx *pCtx);
 
-bool getCountFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+bool getCountFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 void countFunction(SqlFunctionCtx *pCtx);
 
-bool getSumFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+bool getSumFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 void sumFunction(SqlFunctionCtx *pCtx);
 
 bool minFunctionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResultInfo);
 bool maxFunctionSetup(SqlFunctionCtx *pCtx, SResultRowEntryInfo* pResultInfo);
-bool getMinmaxFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+bool getMinmaxFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 void minFunction(SqlFunctionCtx* pCtx);
 void maxFunction(SqlFunctionCtx *pCtx);
 
-bool getStddevFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+bool getStddevFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 void stddevFunction(SqlFunctionCtx* pCtx);
 void stddevFinalize(SqlFunctionCtx* pCtx);
 
-bool getFirstLastFuncEnv(SFunctionNode* pFunc, SFuncExecEnv* pEnv);
+bool getFirstLastFuncEnv(struct SFunctionNode* pFunc, SFuncExecEnv* pEnv);
 void firstFunction(SqlFunctionCtx *pCtx);
 void lastFunction(SqlFunctionCtx *pCtx);
 

source/libs/function/src/builtins.c

@@ -331,6 +331,14 @@ int32_t stubCheckAndGetResultType(SFunctionNode* pFunc) {
     case FUNCTION_TYPE_CONCAT:
       // todo
       break;
+
+    case FUNCTION_TYPE_ABS: {
+      SColumnNode* pParam = nodesListGetNode(pFunc->pParameterList, 0);
+      int32_t paraType = pParam->node.resType.type;
+      pFunc->node.resType = (SDataType) { .bytes = tDataTypes[paraType].bytes, .type = paraType };
+      break;
+    }
+
     default:
       ASSERT(0); // to found the fault ASAP.
   }

source/libs/function/src/taggfunction.c

@@ -3078,8 +3078,8 @@ static void arithmetic_function(SqlFunctionCtx *pCtx) {
   GET_RES_INFO(pCtx)->numOfRes += pCtx->size;
   //SScalarFunctionSupport *pSup = (SScalarFunctionSupport *)pCtx->param[1].pz;
 
-  SScalarParam output = {0};
-  output.data = pCtx->pOutput;
+//  SScalarParam output = {0};
+//  output.data = pCtx->pOutput;
 
   //evaluateExprNodeTree(pSup->pExprInfo->pExpr, pCtx->size, &output, pSup, getArithColumnData);
 }

source/libs/scalar/inc/sclInt.h

@@ -43,10 +43,12 @@ typedef struct SScalarCtx {
 #define SCL_RET(c) do { int32_t _code = c; if (_code != TSDB_CODE_SUCCESS) { terrno = _code; } return _code; } while (0)
 #define SCL_ERR_JRET(c) do { code = c; if (code != TSDB_CODE_SUCCESS) { terrno = code; goto _return; } } while (0)
 
+int32_t doConvertDataType(SValueNode* pValueNode, SScalarParam* out);
+SColumnInfoData* createColumnInfoData(SDataType* pType, int32_t numOfRows);
+
+#define GET_PARAM_TYPE(_c)   ((_c)->columnData->info.type)
+#define GET_PARAM_BYTES(_c)  ((_c)->pColumnInfoData->info.bytes)
 
-int32_t sclMoveParamListData(SScalarParam *params, int32_t listNum, int32_t idx);
-bool sclIsNull(SScalarParam* param, int32_t idx);
-void sclSetNull(SScalarParam* param, int32_t idx);
 void sclFreeParam(SScalarParam *param);
 
 #ifdef __cplusplus

source/libs/scalar/inc/sclfunc.h

@@ -22,19 +22,7 @@ extern "C" {
 #include "function.h"
 #include "scalar.h"
 
-typedef struct SScalarFunctionSupport {
-  struct SExprInfo   *pExprInfo;
-  int32_t      numOfCols;
-  SColumnInfo *colList;
-  void        *exprList;   // client side used
-  int32_t      offset;
-  char**       data;
-} SScalarFunctionSupport;
 
-extern struct SScalarFunctionInfo scalarFunc[8];
-
-int32_t evaluateExprNodeTree(tExprNode* pExprs, int32_t numOfRows, SScalarParam* pOutput,
-                          void* param, char* (*getSourceDataBlock)(void*, const char*, int32_t));
 
 
 #ifdef __cplusplus

source/libs/scalar/inc/sclvector.h

@@ -20,10 +20,66 @@
 extern "C" {
 #endif
 
-#include "sclfunc.h"
+typedef double (*_getDoubleValue_fn_t)(void *src, int32_t index);
 
-typedef double (*_mathFunc)(double, double, bool *);
+static FORCE_INLINE double getVectorDoubleValue_TINYINT(void *src, int32_t index) {
+  return (double)*((int8_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_UTINYINT(void *src, int32_t index) {
+  return (double)*((uint8_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_SMALLINT(void *src, int32_t index) {
+  return (double)*((int16_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_USMALLINT(void *src, int32_t index) {
+  return (double)*((uint16_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_INT(void *src, int32_t index) {
+  return (double)*((int32_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_UINT(void *src, int32_t index) {
+  return (double)*((uint32_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_BIGINT(void *src, int32_t index) {
+  return (double)*((int64_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_UBIGINT(void *src, int32_t index) {
+  return (double)*((uint64_t *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_FLOAT(void *src, int32_t index) {
+  return (double)*((float *)src + index);
+}
+static FORCE_INLINE double getVectorDoubleValue_DOUBLE(void *src, int32_t index) {
+  return (double)*((double *)src + index);
+}
 
+static FORCE_INLINE _getDoubleValue_fn_t getVectorDoubleValueFn(int32_t srcType) {
+  _getDoubleValue_fn_t p = NULL;
+  if (srcType == TSDB_DATA_TYPE_TINYINT) {
+    p = getVectorDoubleValue_TINYINT;
+  } else if (srcType == TSDB_DATA_TYPE_UTINYINT) {
+    p = getVectorDoubleValue_UTINYINT;
+  } else if (srcType == TSDB_DATA_TYPE_SMALLINT) {
+    p = getVectorDoubleValue_SMALLINT;
+  } else if (srcType == TSDB_DATA_TYPE_USMALLINT) {
+    p = getVectorDoubleValue_USMALLINT;
+  } else if (srcType == TSDB_DATA_TYPE_INT) {
+    p = getVectorDoubleValue_INT;
+  } else if (srcType == TSDB_DATA_TYPE_UINT) {
+    p = getVectorDoubleValue_UINT;
+  } else if (srcType == TSDB_DATA_TYPE_BIGINT) {
+    p = getVectorDoubleValue_BIGINT;
+  } else if (srcType == TSDB_DATA_TYPE_UBIGINT) {
+    p = getVectorDoubleValue_UBIGINT;
+  } else if (srcType == TSDB_DATA_TYPE_FLOAT) {
+    p = getVectorDoubleValue_FLOAT;
+  } else if (srcType == TSDB_DATA_TYPE_DOUBLE) {
+    p = getVectorDoubleValue_DOUBLE;
+  } else {
+    assert(0);
+  }
+  return p;
+}
 
 typedef void (*_bufConverteFunc)(char *buf, SScalarParam* pOut, int32_t outType);
 typedef void (*_bin_scalar_fn_t)(SScalarParam* pLeft, SScalarParam* pRight, SScalarParam *output, int32_t order);

source/libs/scalar/src/filter.c

@@ -1021,26 +1021,21 @@ int32_t fltAddGroupUnitFromNode(SFilterInfo *info, SNode* tree, SArray *group) {
   if (node->opType == OP_TYPE_IN && (!IS_VAR_DATA_TYPE(type))) {
     SNodeListNode *listNode = (SNodeListNode *)node->pRight;
     SListCell *cell = listNode->pNodeList->pHead;
-    SScalarParam in = {.num = 1}, out = {.num = 1, .type = type};
+
+    SScalarParam out = {.columnData = taosMemoryCalloc(1, sizeof(SColumnInfoData))};
+    out.columnData->info.type = type;
     
     for (int32_t i = 0; i < listNode->pNodeList->length; ++i) {
       SValueNode *valueNode = (SValueNode *)cell->pNode;
-      in.type = valueNode->node.resType.type;
-      in.bytes = valueNode->node.resType.bytes;
-      in.data = nodesGetValueFromNode(valueNode);
-      out.data = taosMemoryMalloc(sizeof(int64_t));
-
-      code = vectorConvertImpl(&in, &out);
+      code = doConvertDataType(valueNode, &out);
       if (code) {
-        fltError("convert from %d to %d failed", in.type, out.type);
-        taosMemoryFreeClear(out.data);
+//        fltError("convert from %d to %d failed", in.type, out.type);
         FLT_ERR_RET(code);
       }
       
       len = tDataTypes[type].bytes;
 
-      filterAddField(info, NULL, &out.data, FLD_TYPE_VALUE, &right, len, true);
-
+      filterAddField(info, NULL, (void**) &out.columnData->pData, FLD_TYPE_VALUE, &right, len, true);
       filterAddUnit(info, OP_TYPE_EQUAL, &left, &right, &uidx);
       
       SFilterGroup fgroup = {0};
@@ -1054,7 +1049,6 @@ int32_t fltAddGroupUnitFromNode(SFilterInfo *info, SNode* tree, SArray *group) {
     filterAddFieldFromNode(info, node->pRight, &right);
     
     FLT_ERR_RET(filterAddUnit(info, node->opType, &left, &right, &uidx));
-
     SFilterGroup fgroup = {0};
     filterAddUnitToGroup(&fgroup, uidx);
     
@@ -1080,7 +1074,6 @@ int32_t filterAddUnitFromUnit(SFilterInfo *dst, SFilterInfo *src, SFilterUnit* u
         filterAddField(dst, NULL, &data, FLD_TYPE_VALUE, &right, POINTER_BYTES, false); // POINTER_BYTES should be sizeof(SHashObj), but POINTER_BYTES is also right.
 
         t = FILTER_GET_FIELD(dst, right);
-        
         FILTER_SET_FLAG(t->flag, FLD_DATA_IS_HASH);
       } else {
         filterAddField(dst, NULL, &data, FLD_TYPE_VALUE, &right, varDataTLen(data), false);
@@ -1101,14 +1094,12 @@ int32_t filterAddUnitFromUnit(SFilterInfo *dst, SFilterInfo *src, SFilterUnit* u
 
 int32_t filterAddUnitRight(SFilterInfo *info, uint8_t optr, SFilterFieldId *right, uint32_t uidx) {
   SFilterUnit *u = &info->units[uidx];
-  
   u->compare.optr2 = optr;
   u->right2 = *right;
 
   return TSDB_CODE_SUCCESS;
 }
 
-
 int32_t filterAddGroupUnitFromCtx(SFilterInfo *dst, SFilterInfo *src, SFilterRangeCtx *ctx, uint32_t cidx, SFilterGroup *g, int32_t optr, SArray *res) {
   SFilterFieldId left, right, right2;
   uint32_t uidx = 0;
@@ -1800,9 +1791,12 @@ int32_t fltInitValFieldData(SFilterInfo *info) {
       if (dType->type == type) {
         assignVal(fi->data, nodesGetValueFromNode(var), dType->bytes, type);
       } else {
-        SScalarParam in = {.data = nodesGetValueFromNode(var), .num = 1, .type = dType->type, .bytes = dType->bytes};
-        SScalarParam out = {.data = fi->data, .num = 1, .type = type};
-        if (vectorConvertImpl(&in, &out)) {
+        SScalarParam out = {.columnData = taosMemoryCalloc(1, sizeof(SColumnInfoData))};
+        out.columnData->info.type = type;
+
+        // todo refactor the convert
+        int32_t code = doConvertDataType(var, &out);
+        if (code != TSDB_CODE_SUCCESS) {
           qError("convert value to type[%d] failed", type);
           return TSDB_CODE_TSC_INVALID_OPERATION;
         }
@@ -3636,7 +3630,7 @@ int32_t filterInitFromNode(SNode* pNode, SFilterInfo **pInfo, uint32_t options)
   if (*pInfo == NULL) {
     *pInfo = taosMemoryCalloc(1, sizeof(SFilterInfo));
     if (NULL == *pInfo) {
-      fltError("calloc %d failed", (int32_t)sizeof(SFilterInfo));
+      fltError("taosMemoryCalloc %d failed", (int32_t)sizeof(SFilterInfo));
       FLT_ERR_RET(TSDB_CODE_QRY_OUT_OF_MEMORY);
     }
   }
@@ -3676,18 +3670,18 @@ bool filterExecute(SFilterInfo *info, SSDataBlock *pSrc, int8_t** p, SColumnData
     FLT_ERR_RET(scalarCalculate(info->sclCtx.node, pList, &output));
 
     taosArrayDestroy(pList);
-
-    *p = output.orig.data;
-    output.orig.data = NULL;
-
-    sclFreeParam(&output);
-
-    int8_t *r = output.data;
-    for (int32_t i = 0; i < output.num; ++i) {
-      if (0 == *(r+i)) {
-        return false;
-      }
-    }
+    // TODO Fix it
+//    *p = output.orig.data;
+//    output.orig.data = NULL;
+//
+//    sclFreeParam(&output);
+//
+//    int8_t *r = output.data;
+//    for (int32_t i = 0; i < output.num; ++i) {
+//      if (0 == *(r+i)) {
+//        return false;
+//      }
+//    }
     
     return true;
   }

source/libs/transport/test/transportTests.cpp

@@ -156,14 +156,14 @@ TEST_F(TransCtxEnv, mergeTest) {
     STransCtx *src = (STransCtx *)taosMemoryCalloc(1, sizeof(STransCtx));
     transCtxInit(src);
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryMalloc(12);
 
       taosHashPut(src->args, &key, sizeof(key), &val1, sizeof(val1));
       key++;
     }
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryMalloc(12);
       taosHashPut(src->args, &key, sizeof(key), &val1, sizeof(val1));
       key++;
@@ -176,14 +176,14 @@ TEST_F(TransCtxEnv, mergeTest) {
     STransCtx *src = (STransCtx *)taosMemoryCalloc(1, sizeof(STransCtx));
     transCtxInit(src);
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryMalloc(12);
 
       taosHashPut(src->args, &key, sizeof(key), &val1, sizeof(val1));
       key++;
     }
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryMalloc(12);
       taosHashPut(src->args, &key, sizeof(key), &val1, sizeof(val1));
       key++;
@@ -198,7 +198,7 @@ TEST_F(TransCtxEnv, mergeTest) {
     STransCtx *src = (STransCtx *)taosMemoryCalloc(1, sizeof(STransCtx));
     transCtxInit(src);
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryCalloc(1, 11);
       memcpy(val1.val, val.c_str(), val.size());
 
@@ -206,7 +206,7 @@ TEST_F(TransCtxEnv, mergeTest) {
       key++;
     }
     {
-      STransCtxVal val1 = {.val = NULL, .freeFunc = taosMemoryFree};
+      STransCtxVal val1 = {.val = NULL, .clone = NULL, .freeFunc = taosMemoryFree};
       val1.val = taosMemoryCalloc(1, 11);
       memcpy(val1.val, val.c_str(), val.size());
       taosHashPut(src->args, &key, sizeof(key), &val1, sizeof(val1));

source/os/src/osMemory.c

@@ -21,11 +21,10 @@
 
 #define TD_MEMORY_STACK_TRACE_DEPTH 10
 
-typedef struct TdMemoryInfo
-{
+typedef struct TdMemoryInfo {
   int32_t symbol;
-  void *stackTrace[TD_MEMORY_STACK_TRACE_DEPTH];     // gdb: disassemble /m 0xXXX
   int32_t memorySize;
+  void *stackTrace[TD_MEMORY_STACK_TRACE_DEPTH];     // gdb: disassemble /m 0xXXX
 } *TdMemoryInfoPtr , TdMemoryInfo;
 
 #if defined(_TD_WINDOWS_64) || defined(_TD_WINDOWS_32)