Merge branch 'develop' into feature/TD-5331

cmake/define.inc

@@ -83,6 +83,8 @@ IF (TD_ARM_64)
   ADD_DEFINITIONS(-DUSE_LIBICONV)
   MESSAGE(STATUS "arm64 is defined")
   SET(COMMON_FLAGS "-Wall -Werror -fPIC -fsigned-char -fpack-struct=8 -D_FILE_OFFSET_BITS=64 -D_LARGE_FILE")
+  
+  INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lua/src)
 ENDIF ()
 
 IF (TD_ARM_32)
@@ -91,6 +93,8 @@ IF (TD_ARM_32)
   ADD_DEFINITIONS(-DUSE_LIBICONV)
   MESSAGE(STATUS "arm32 is defined")
   SET(COMMON_FLAGS "-Wall -Werror -fPIC -fsigned-char -fpack-struct=8 -D_FILE_OFFSET_BITS=64 -D_LARGE_FILE -Wno-pointer-to-int-cast -Wno-int-to-pointer-cast -Wno-incompatible-pointer-types ")
+
+  INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lua/src)
 ENDIF ()
 
 IF (TD_MIPS_64)
@@ -143,6 +147,7 @@ IF (TD_LINUX)
 
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/cJson/inc)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lz4/inc)
+  INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lua/src)
 ENDIF ()
 
 IF (TD_DARWIN_64)
@@ -164,6 +169,7 @@ IF (TD_DARWIN_64)
   SET(RELEASE_FLAGS "-Og")
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/cJson/inc)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lz4/inc)
+  INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lua/src)
 ENDIF ()
 
 IF (TD_WINDOWS)
@@ -194,6 +200,7 @@ IF (TD_WINDOWS)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/regex)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/wepoll/inc)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/MsvcLibX/include)
+  INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/lua/src)
 ENDIF ()
 
 IF (TD_WINDOWS_64)

packaging/tools/install_client.sh

@@ -182,7 +182,13 @@ function install_jemalloc() {
             ${csudo} /usr/bin/install -c -d /usr/local/share/man/man3
             ${csudo} /usr/bin/install -c -m 644 ${jemalloc_dir}/share/man/man3/jemalloc.3 /usr/local/share/man/man3
         fi
+
+        if [ -d /etc/ld.so.conf.d ]; then
+            ${csudo} echo "/usr/local/lib" > /etc/ld.so.conf.d/jemalloc.conf
             ${csudo} ldconfig
+        else
+            echo "/etc/ld.so.conf.d not found!"
+        fi
     fi
 }
 

packaging/tools/makeclient.sh

@@ -195,6 +195,15 @@ if [ "$pagMode" == "lite" ]; then
   pkg_name=${pkg_name}-Lite
 fi
 
+if [ "$verType" == "beta" ]; then
+  pkg_name=${pkg_name}-${verType}
+elif [ "$verType" == "stable" ]; then
+  pkg_name=${pkg_name}
+else
+  echo "unknow verType, nor stable or beta"
+  exit 1
+fi
+
 if [ "$osType" != "Darwin" ]; then
     tar -zcv -f "$(basename ${pkg_name}).tar.gz" $(basename ${install_dir}) --remove-files || :
 else

packaging/tools/makeclient_power.sh

@@ -67,6 +67,39 @@ mkdir -p ${install_dir}
 mkdir -p ${install_dir}/inc && cp ${header_files} ${install_dir}/inc
 mkdir -p ${install_dir}/cfg && cp ${cfg_dir}/taos.cfg ${install_dir}/cfg/taos.cfg
 
+if [ -f ${build_dir}/bin/jemalloc-config ]; then
+    mkdir -p ${install_dir}/jemalloc/{bin,lib,lib/pkgconfig,include/jemalloc,share/doc/jemalloc,share/man/man3}
+    cp ${build_dir}/bin/jemalloc-config ${install_dir}/jemalloc/bin
+    if [ -f ${build_dir}/bin/jemalloc.sh ]; then
+        cp ${build_dir}/bin/jemalloc.sh ${install_dir}/jemalloc/bin
+    fi
+    if [ -f ${build_dir}/bin/jeprof ]; then
+        cp ${build_dir}/bin/jeprof ${install_dir}/jemalloc/bin
+    fi
+    if [ -f ${build_dir}/include/jemalloc/jemalloc.h ]; then
+        cp ${build_dir}/include/jemalloc/jemalloc.h ${install_dir}/jemalloc/include/jemalloc
+    fi
+    if [ -f ${build_dir}/lib/libjemalloc.so.2 ]; then
+        cp ${build_dir}/lib/libjemalloc.so.2 ${install_dir}/jemalloc/lib
+        ln -sf libjemalloc.so.2 ${install_dir}/jemalloc/lib/libjemalloc.so
+    fi
+    if [ -f ${build_dir}/lib/libjemalloc.a ]; then
+        cp ${build_dir}/lib/libjemalloc.a ${install_dir}/jemalloc/lib
+    fi
+    if [ -f ${build_dir}/lib/libjemalloc_pic.a ]; then
+        cp ${build_dir}/lib/libjemalloc_pic.a ${install_dir}/jemalloc/lib
+    fi
+    if [ -f ${build_dir}/lib/pkgconfig/jemalloc.pc ]; then
+        cp ${build_dir}/lib/pkgconfig/jemalloc.pc ${install_dir}/jemalloc/lib/pkgconfig
+    fi
+    if [ -f ${build_dir}/share/doc/jemalloc/jemalloc.html ]; then
+        cp ${build_dir}/share/doc/jemalloc/jemalloc.html ${install_dir}/jemalloc/share/doc/jemalloc
+    fi
+    if [ -f ${build_dir}/share/man/man3/jemalloc.3 ]; then
+        cp ${build_dir}/share/man/man3/jemalloc.3 ${install_dir}/jemalloc/share/man/man3
+    fi
+fi
+
 sed -i '/dataDir/ {s/taos/power/g}'  ${install_dir}/cfg/taos.cfg
 sed -i '/logDir/  {s/taos/power/g}'  ${install_dir}/cfg/taos.cfg
 sed -i "s/TDengine/PowerDB/g"        ${install_dir}/cfg/taos.cfg

src/client/CMakeLists.txt

@@ -37,13 +37,13 @@ ELSEIF (TD_DARWIN)
 
   # set the static lib name
   ADD_LIBRARY(taos_static STATIC ${SRC})
-  TARGET_LINK_LIBRARIES(taos_static common query trpc tutil pthread m)
+  TARGET_LINK_LIBRARIES(taos_static common query trpc tutil pthread m lua)
   SET_TARGET_PROPERTIES(taos_static PROPERTIES OUTPUT_NAME "taos_static")
   SET_TARGET_PROPERTIES(taos_static PROPERTIES CLEAN_DIRECT_OUTPUT 1)
 
   # generate dynamic library (*.dylib)
   ADD_LIBRARY(taos SHARED ${SRC})
-  TARGET_LINK_LIBRARIES(taos common query trpc tutil pthread m)
+  TARGET_LINK_LIBRARIES(taos common query trpc tutil pthread m lua)
   SET_TARGET_PROPERTIES(taos PROPERTIES CLEAN_DIRECT_OUTPUT 1)
 
   #set version of .dylib
@@ -68,19 +68,19 @@ ELSEIF (TD_WINDOWS)
   IF (NOT TD_GODLL)
     SET_TARGET_PROPERTIES(taos PROPERTIES LINK_FLAGS /DEF:${TD_COMMUNITY_DIR}/src/client/src/taos.def)
   ENDIF ()
-  TARGET_LINK_LIBRARIES(taos trpc tutil query)
+  TARGET_LINK_LIBRARIES(taos trpc tutil query lua)
 
 ELSEIF (TD_DARWIN)
   SET(CMAKE_MACOSX_RPATH 1)
   INCLUDE_DIRECTORIES(${TD_COMMUNITY_DIR}/deps/jni/linux)
 
   ADD_LIBRARY(taos_static STATIC ${SRC})
-  TARGET_LINK_LIBRARIES(taos_static query trpc tutil pthread m)
+  TARGET_LINK_LIBRARIES(taos_static query trpc tutil pthread m lua)
   SET_TARGET_PROPERTIES(taos_static PROPERTIES OUTPUT_NAME "taos_static")
 
   # generate dynamic library (*.dylib)
   ADD_LIBRARY(taos SHARED ${SRC})
-  TARGET_LINK_LIBRARIES(taos query trpc tutil pthread m)
+  TARGET_LINK_LIBRARIES(taos query trpc tutil pthread m lua)
 
   SET_TARGET_PROPERTIES(taos PROPERTIES CLEAN_DIRECT_OUTPUT 1)
 

src/client/inc/tscUtil.h

@@ -94,11 +94,21 @@ typedef struct SVgroupTableInfo {
   SArray     *itemList;   // SArray<STableIdInfo>
 } SVgroupTableInfo;
 
+typedef struct SBlockKeyTuple {
+  TSKEY skey;
+  void* payloadAddr;
+} SBlockKeyTuple;
+
+typedef struct SBlockKeyInfo {
+  int32_t         maxBytesAlloc;
+  SBlockKeyTuple* pKeyTuple;
+} SBlockKeyInfo;
+
 int32_t converToStr(char *str, int type, void *buf, int32_t bufSize, int32_t *len);
 
 int32_t tscCreateDataBlock(size_t initialSize, int32_t rowSize, int32_t startOffset, SName* name, STableMeta* pTableMeta, STableDataBlocks** dataBlocks);
 void tscDestroyDataBlock(STableDataBlocks* pDataBlock, bool removeMeta);
-void tscSortRemoveDataBlockDupRows(STableDataBlocks* dataBuf);
+int     tscSortRemoveDataBlockDupRows(STableDataBlocks* dataBuf, SBlockKeyInfo* pBlkKeyInfo);
 int32_t tsSetBlockInfo(SSubmitBlk *pBlocks, const STableMeta *pTableMeta, int32_t numOfRows);
 
 void tscDestroyBoundColumnInfo(SParsedDataColInfo* pColInfo);
@@ -108,6 +118,7 @@ SParamInfo* tscAddParamToDataBlock(STableDataBlocks* pDataBlock, char type, uint
                                    uint32_t offset);
 
 void*   tscDestroyBlockArrayList(SArray* pDataBlockList);
+void*  tscDestroyUdfArrayList(SArray* pUdfList);
 void*   tscDestroyBlockHashTable(SHashObj* pBlockHashTable, bool removeMeta);
 
 int32_t tscCopyDataBlockToPayload(SSqlObj* pSql, STableDataBlocks* pDataBlock);
@@ -262,6 +273,7 @@ void tscVgroupTableCopy(SVgroupTableInfo* info, SVgroupTableInfo* pInfo);
 int  tscGetSTableVgroupInfo(SSqlObj* pSql, SQueryInfo* pQueryInfo);
 int  tscGetTableMeta(SSqlObj* pSql, STableMetaInfo* pTableMetaInfo);
 int  tscGetTableMetaEx(SSqlObj* pSql, STableMetaInfo* pTableMetaInfo, bool createIfNotExists);
+int32_t tscGetUdfFromNode(SSqlObj *pSql, SQueryInfo* pQueryInfo);
 
 void tscResetForNextRetrieve(SSqlRes* pRes);
 void executeQuery(SSqlObj* pSql, SQueryInfo* pQueryInfo);
@@ -308,10 +320,9 @@ bool hasMoreClauseToTry(SSqlObj* pSql);
 void tscFreeQueryInfo(SSqlCmd* pCmd, bool removeMeta);
 
 void tscTryQueryNextVnode(SSqlObj *pSql, __async_cb_func_t fp);
-void tscAsyncQuerySingleRowForNextVnode(void *param, TAOS_RES *tres, int numOfRows);
 void tscTryQueryNextClause(SSqlObj* pSql, __async_cb_func_t fp);
 int  tscSetMgmtEpSetFromCfg(const char *first, const char *second, SRpcCorEpSet *corEpSet);
-int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVgroupNameList, __async_cb_func_t fp);
+int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVgroupNameList, SArray* pUdfList, __async_cb_func_t fp, bool metaClone);
 
 int tscTransferTableNameList(SSqlObj *pSql, const char *pNameList, int32_t length, SArray* pNameArray);
 

src/client/inc/tsclient.h

@@ -88,13 +88,43 @@ typedef struct SBoundColumn {
   int32_t offset;  // all column offset value
 } SBoundColumn;
 
+typedef struct {
+  uint16_t schemaColIdx;
+  uint16_t boundIdx;
+  uint16_t finalIdx;
+} SBoundIdxInfo;
+
+typedef enum _COL_ORDER_STATUS {
+  ORDER_STATUS_UNKNOWN = 0,
+  ORDER_STATUS_ORDERED = 1,
+  ORDER_STATUS_DISORDERED = 2,
+} EOrderStatus;
+
 typedef struct SParsedDataColInfo {
   int16_t        numOfCols;
   int16_t        numOfBound;
-  int32_t        *boundedColumns;
+  int32_t *      boundedColumns;  // bounded column idx according to schema
   SBoundColumn * cols;
+  SBoundIdxInfo *colIdxInfo;
+  int8_t         orderStatus;  // bounded columns: 
 } SParsedDataColInfo;
 
+#define IS_DATA_COL_ORDERED(s) ((s) == (int8_t)ORDER_STATUS_ORDERED)
+
+typedef struct {
+  SSchema *   pSchema;
+  int16_t     sversion;
+  int32_t     flen;
+  uint16_t    nCols;
+  void *      buf;
+  void *      pDataBlock;
+  SSubmitBlk *pSubmitBlk;
+} SMemRowBuilder;
+
+typedef struct {
+  TDRowLenT allNullLen;
+} SMemRowHelper;
+
 typedef struct STableDataBlocks {
   SName       tableName;
   int8_t      tsSource;     // where does the UNIX timestamp come from, server or client
@@ -116,6 +146,7 @@ typedef struct STableDataBlocks {
   uint32_t       numOfAllocedParams;
   uint32_t       numOfParams;
   SParamInfo *   params;
+  SMemRowHelper  rowHelper;
 } STableDataBlocks;
 
 typedef struct {
@@ -147,6 +178,7 @@ typedef struct {
   SInsertStatementParam insertParam;
   char    reserve1[3];        // fix bus error on arm32
   int32_t count;   // todo remove it
+  bool    subCmd;
 
   char         reserve2[3];        // fix bus error on arm32
   int16_t      numOfCols;
@@ -243,6 +275,7 @@ typedef struct SSqlObj {
   void *           pStream;
   void *           pSubscription;
   char *           sqlstr;
+  void *           pBuf;  // table meta buffer
   char             parseRetry;
   char             retry;
   char             maxRetry;
@@ -386,6 +419,11 @@ extern int (*tscBuildMsg[TSDB_SQL_MAX])(SSqlObj *pSql, SSqlInfo *pInfo);
 void tscBuildVgroupTableInfo(SSqlObj* pSql, STableMetaInfo* pTableMetaInfo, SArray* tables);
 int16_t getNewResColId(SSqlCmd* pCmd);
 
+int32_t schemaIdxCompar(const void *lhs, const void *rhs);
+int32_t boundIdxCompar(const void *lhs, const void *rhs);
+int     initSMemRowHelper(SMemRowHelper *pHelper, SSchema *pSSchema, uint16_t nCols, uint16_t allNullColsLen);
+int32_t getExtendedRowSize(STableComInfo *tinfo);
+
 #ifdef __cplusplus
 }
 #endif

src/client/src/tscGlobalmerge.c

@@ -602,6 +602,15 @@ static void doExecuteFinalMerge(SOperatorInfo* pOperator, int32_t numOfExpr, SSD
           if (functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
             continue;
           }
+
+          if (functionId < 0) {
+            SUdfInfo* pUdfInfo = taosArrayGet(pInfo->udfInfo, -1 * functionId - 1);
+
+            doInvokeUdf(pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_MERGE);
+
+            continue;
+          }
+
           aAggs[functionId].mergeFunc(&pCtx[j]);
         }
       } else {
@@ -610,6 +619,15 @@ static void doExecuteFinalMerge(SOperatorInfo* pOperator, int32_t numOfExpr, SSD
           if (functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
             continue;
           }
+
+          if (functionId < 0) {
+            SUdfInfo* pUdfInfo = taosArrayGet(pInfo->udfInfo, -1 * functionId - 1);
+
+            doInvokeUdf(pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_FINALIZE);
+
+            continue;
+          }
+
           aAggs[functionId].xFinalize(&pCtx[j]);
         }
 
@@ -626,7 +644,11 @@ static void doExecuteFinalMerge(SOperatorInfo* pOperator, int32_t numOfExpr, SSD
         }
 
         for(int32_t j = 0; j < numOfExpr; ++j) {
-          aAggs[pCtx[j].functionId].init(&pCtx[j]);
+          if (pCtx[j].functionId < 0) {
+            continue;
+          }
+
+          aAggs[pCtx[j].functionId].init(&pCtx[j], pCtx[j].resultInfo);
         }
 
         for (int32_t j = 0; j < numOfExpr; ++j) {
@@ -638,6 +660,15 @@ static void doExecuteFinalMerge(SOperatorInfo* pOperator, int32_t numOfExpr, SSD
           if (functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
             continue;
           }
+
+          if (functionId < 0) {
+            SUdfInfo* pUdfInfo = taosArrayGet(pInfo->udfInfo, -1 * functionId - 1);
+
+            doInvokeUdf(pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_MERGE);
+
+            continue;
+          }
+
           aAggs[functionId].mergeFunc(&pCtx[j]);
         }
       }
@@ -651,6 +682,15 @@ static void doExecuteFinalMerge(SOperatorInfo* pOperator, int32_t numOfExpr, SSD
         if (functionId == TSDB_FUNC_TAG_DUMMY || functionId == TSDB_FUNC_TS_DUMMY) {
           continue;
         }
+
+        if (functionId < 0) {
+          SUdfInfo* pUdfInfo = taosArrayGet(pInfo->udfInfo, -1 * functionId - 1);
+
+          doInvokeUdf(pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_MERGE);
+
+          continue;
+        }
+
         aAggs[functionId].mergeFunc(&pCtx[j]);
       }
     }
@@ -871,7 +911,6 @@ SSDataBlock* doGlobalAggregate(void* param, bool* newgroup) {
 
   {
     if (pAggInfo->hasDataBlockForNewGroup) {
-      pAggInfo->binfo.pRes->info.rows = 0;
       pAggInfo->hasPrev = false; // now we start from a new group data set.
 
       // not belongs to the same group, return the result of current group;
@@ -880,7 +919,13 @@ SSDataBlock* doGlobalAggregate(void* param, bool* newgroup) {
 
       { // reset output buffer
         for(int32_t j = 0; j < pOperator->numOfOutput; ++j) {
-          aAggs[pAggInfo->binfo.pCtx[j].functionId].init(&pAggInfo->binfo.pCtx[j]);
+          SQLFunctionCtx* pCtx = &pAggInfo->binfo.pCtx[j];
+          if (pCtx->functionId < 0) {
+            clearOutputBuf(&pAggInfo->binfo, &pAggInfo->bufCapacity);
+            continue;
+          }
+
+          aAggs[pCtx->functionId].init(pCtx, pCtx->resultInfo);
         }
       }
 
@@ -933,6 +978,14 @@ SSDataBlock* doGlobalAggregate(void* param, bool* newgroup) {
         continue;
       }
 
+      if (functionId < 0) {
+        SUdfInfo* pUdfInfo = taosArrayGet(pAggInfo->udfInfo, -1 * functionId - 1);
+
+        doInvokeUdf(pUdfInfo, &pAggInfo->binfo.pCtx[j], 0, TSDB_UDF_FUNC_FINALIZE);
+
+        continue;
+      }
+
       aAggs[functionId].xFinalize(&pAggInfo->binfo.pCtx[j]);
     }
 

src/client/src/tscParseInsert.c

@@ -38,10 +38,33 @@ enum {
   TSDB_USE_CLI_TS = 1,
 };
 
+static uint8_t TRUE_VALUE = (uint8_t)TSDB_TRUE;
+static uint8_t FALSE_VALUE = (uint8_t)TSDB_FALSE;
+
 static int32_t tscAllocateMemIfNeed(STableDataBlocks *pDataBlock, int32_t rowSize, int32_t *numOfRows);
 static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDataColInfo *pColInfo, SSchema *pSchema,
                                  char *str, char **end);
 
+int32_t getExtendedRowSize(STableComInfo *tinfo) {
+  return tinfo->rowSize + PAYLOAD_HEADER_LEN + PAYLOAD_COL_HEAD_LEN * tinfo->numOfColumns;
+}
+int initSMemRowHelper(SMemRowHelper *pHelper, SSchema *pSSchema, uint16_t nCols, uint16_t allNullColsLen) {
+  pHelper->allNullLen = allNullColsLen;  //  TODO: get allNullColsLen when creating or altering table meta
+  if (pHelper->allNullLen == 0) {
+    for (uint16_t i = 0; i < nCols; ++i) {
+      uint8_t type = pSSchema[i].type;
+      int32_t typeLen = TYPE_BYTES[type];
+      pHelper->allNullLen += typeLen;
+      if (TSDB_DATA_TYPE_BINARY == type) {
+        pHelper->allNullLen += (VARSTR_HEADER_SIZE + CHAR_BYTES);
+      } else if (TSDB_DATA_TYPE_NCHAR == type) {
+        int len = VARSTR_HEADER_SIZE + TSDB_NCHAR_SIZE;
+        pHelper->allNullLen += len;
+      }
+    }
+  }
+  return 0;
+}
 static int32_t tscToDouble(SStrToken *pToken, double *value, char **endPtr) {
   errno = 0;
   *value = strtold(pToken->z, endPtr);
@@ -378,6 +401,342 @@ int32_t tsParseOneColumn(SSchema *pSchema, SStrToken *pToken, char *payload, cha
   return TSDB_CODE_SUCCESS;
 }
 
+static FORCE_INLINE TDRowLenT tsSetPayloadColValue(char *payloadStart, char *payload, int16_t columnId,
+                                                   uint8_t columnType, const void *value, uint16_t valueLen, TDRowTLenT tOffset) {
+  payloadColSetId(payload, columnId);
+  payloadColSetType(payload, columnType);
+  memcpy(POINTER_SHIFT(payloadStart,tOffset), value, valueLen);
+  return valueLen;
+}
+
+static int32_t tsParseOneColumnKV(SSchema *pSchema, SStrToken *pToken, char *payloadStart, char *primaryKeyStart,
+                                  char *payload, char *msg, char **str, bool primaryKey, int16_t timePrec,
+                                  TDRowTLenT tOffset, TDRowLenT *sizeAppend, TDRowLenT *dataRowColDeltaLen,
+                                  TDRowLenT *kvRowColLen) {
+  int64_t iv;
+  int32_t ret;
+  char *  endptr = NULL;
+
+  if (IS_NUMERIC_TYPE(pSchema->type) && pToken->n == 0) {
+    return tscInvalidOperationMsg(msg, "invalid numeric data", pToken->z);
+  }
+
+  switch (pSchema->type) {
+    case TSDB_DATA_TYPE_BOOL: {  // bool
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_BOOL), TYPE_BYTES[TSDB_DATA_TYPE_BOOL], tOffset);
+      } else {
+        if ((pToken->type == TK_BOOL || pToken->type == TK_STRING) && (pToken->n != 0)) {
+          if (strncmp(pToken->z, "true", pToken->n) == 0) {
+            *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &TRUE_VALUE,
+                                               TYPE_BYTES[TSDB_DATA_TYPE_BOOL], tOffset);
+            *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_BOOL]);
+          } else if (strncmp(pToken->z, "false", pToken->n) == 0) {
+            *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &FALSE_VALUE,
+                                               TYPE_BYTES[TSDB_DATA_TYPE_BOOL], tOffset);
+            *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_BOOL]);
+          } else {
+            return tscSQLSyntaxErrMsg(msg, "invalid bool data", pToken->z);
+          }
+        } else if (pToken->type == TK_INTEGER) {
+          iv = strtoll(pToken->z, NULL, 10);
+          *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                             ((iv == 0) ? &FALSE_VALUE : &TRUE_VALUE), TYPE_BYTES[TSDB_DATA_TYPE_BOOL], tOffset);
+          *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_BOOL]);
+        } else if (pToken->type == TK_FLOAT) {
+          double dv = strtod(pToken->z, NULL);
+          *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                             ((dv == 0) ? &FALSE_VALUE : &TRUE_VALUE), TYPE_BYTES[TSDB_DATA_TYPE_BOOL], tOffset);
+          *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_BOOL]);
+        } else {
+          return tscInvalidOperationMsg(msg, "invalid bool data", pToken->z);
+        }
+      }
+      break;
+    }
+
+    case TSDB_DATA_TYPE_TINYINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_TINYINT), TYPE_BYTES[TSDB_DATA_TYPE_TINYINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, true);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid tinyint data", pToken->z);
+        } else if (!IS_VALID_TINYINT(iv)) {
+          return tscInvalidOperationMsg(msg, "data overflow", pToken->z);
+        }
+
+        uint8_t tmpVal = (uint8_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_TINYINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_TINYINT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_UTINYINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_UTINYINT), TYPE_BYTES[TSDB_DATA_TYPE_UTINYINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, false);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid unsigned tinyint data", pToken->z);
+        } else if (!IS_VALID_UTINYINT(iv)) {
+          return tscInvalidOperationMsg(msg, "unsigned tinyint data overflow", pToken->z);
+        }
+
+        uint8_t tmpVal = (uint8_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_UTINYINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_UTINYINT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_SMALLINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_SMALLINT), TYPE_BYTES[TSDB_DATA_TYPE_SMALLINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, true);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid smallint data", pToken->z);
+        } else if (!IS_VALID_SMALLINT(iv)) {
+          return tscInvalidOperationMsg(msg, "smallint data overflow", pToken->z);
+        }
+
+        int16_t tmpVal = (int16_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_SMALLINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_SMALLINT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_USMALLINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend =
+            tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                 tdGetNullVal(TSDB_DATA_TYPE_USMALLINT), TYPE_BYTES[TSDB_DATA_TYPE_USMALLINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, false);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid unsigned smallint data", pToken->z);
+        } else if (!IS_VALID_USMALLINT(iv)) {
+          return tscInvalidOperationMsg(msg, "unsigned smallint data overflow", pToken->z);
+        }
+
+        uint16_t tmpVal = (uint16_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_USMALLINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_USMALLINT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_INT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_INT), TYPE_BYTES[TSDB_DATA_TYPE_INT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, true);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid int data", pToken->z);
+        } else if (!IS_VALID_INT(iv)) {
+          return tscInvalidOperationMsg(msg, "int data overflow", pToken->z);
+        }
+
+        int32_t tmpVal = (int32_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_INT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_INT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_UINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_UINT), TYPE_BYTES[TSDB_DATA_TYPE_UINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, false);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid unsigned int data", pToken->z);
+        } else if (!IS_VALID_UINT(iv)) {
+          return tscInvalidOperationMsg(msg, "unsigned int data overflow", pToken->z);
+        }
+
+        uint32_t tmpVal = (uint32_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_UINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_UINT]);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_BIGINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_BIGINT), TYPE_BYTES[TSDB_DATA_TYPE_BIGINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, true);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid bigint data", pToken->z);
+        } else if (!IS_VALID_BIGINT(iv)) {
+          return tscInvalidOperationMsg(msg, "bigint data overflow", pToken->z);
+        }
+
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &iv,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_BIGINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_BIGINT]);
+      }
+      break;
+
+    case TSDB_DATA_TYPE_UBIGINT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_UBIGINT), TYPE_BYTES[TSDB_DATA_TYPE_UBIGINT], tOffset);
+      } else {
+        ret = tStrToInteger(pToken->z, pToken->type, pToken->n, &iv, false);
+        if (ret != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid unsigned bigint data", pToken->z);
+        } else if (!IS_VALID_UBIGINT((uint64_t)iv)) {
+          return tscInvalidOperationMsg(msg, "unsigned bigint data overflow", pToken->z);
+        }
+
+        uint64_t tmpVal = (uint64_t)iv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_UBIGINT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_UBIGINT]);
+      }
+      break;
+
+    case TSDB_DATA_TYPE_FLOAT:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           getNullValue(TSDB_DATA_TYPE_FLOAT), TYPE_BYTES[TSDB_DATA_TYPE_FLOAT], tOffset);
+      } else {
+        double dv;
+        if (TK_ILLEGAL == tscToDouble(pToken, &dv, &endptr)) {
+          return tscInvalidOperationMsg(msg, "illegal float data", pToken->z);
+        }
+
+        if (((dv == HUGE_VAL || dv == -HUGE_VAL) && errno == ERANGE) || dv > FLT_MAX || dv < -FLT_MAX || isinf(dv) ||
+            isnan(dv)) {
+          return tscInvalidOperationMsg(msg, "illegal float data", pToken->z);
+        }
+
+        float tmpVal = (float)dv;
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &tmpVal,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_FLOAT], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_FLOAT]);
+      }
+      break;
+
+    case TSDB_DATA_TYPE_DOUBLE:
+      if (isNullStr(pToken)) {
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                           tdGetNullVal(TSDB_DATA_TYPE_DOUBLE), TYPE_BYTES[TSDB_DATA_TYPE_DOUBLE], tOffset);
+      } else {
+        double dv;
+        if (TK_ILLEGAL == tscToDouble(pToken, &dv, &endptr)) {
+          return tscInvalidOperationMsg(msg, "illegal double data", pToken->z);
+        }
+
+        if (((dv == HUGE_VAL || dv == -HUGE_VAL) && errno == ERANGE) || isinf(dv) || isnan(dv)) {
+          return tscInvalidOperationMsg(msg, "illegal double data", pToken->z);
+        }
+
+        *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type, &dv,
+                                           TYPE_BYTES[TSDB_DATA_TYPE_DOUBLE], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_DOUBLE]);
+      }
+      break;
+
+    case TSDB_DATA_TYPE_BINARY:
+      // binary data cannot be null-terminated char string, otherwise the last char of the string is lost
+      if (pToken->type == TK_NULL) {
+        payloadColSetId(payload, pSchema->colId);
+        payloadColSetType(payload, pSchema->type);
+        memcpy(POINTER_SHIFT(payloadStart, tOffset), tdGetNullVal(TSDB_DATA_TYPE_BINARY), VARSTR_HEADER_SIZE + CHAR_BYTES);
+        *sizeAppend = (TDRowLenT)(VARSTR_HEADER_SIZE + CHAR_BYTES);
+      } else {  // too long values will return invalid sql, not be truncated automatically
+        if (pToken->n + VARSTR_HEADER_SIZE > pSchema->bytes) {  // todo refactor
+          return tscInvalidOperationMsg(msg, "string data overflow", pToken->z);
+        }
+        // STR_WITH_SIZE_TO_VARSTR(payload, pToken->z, pToken->n);
+
+        payloadColSetId(payload, pSchema->colId);
+        payloadColSetType(payload, pSchema->type);
+        varDataSetLen(POINTER_SHIFT(payloadStart,tOffset), pToken->n);
+        memcpy(varDataVal(POINTER_SHIFT(payloadStart,tOffset)), pToken->z, pToken->n);
+        *sizeAppend = (TDRowLenT)(VARSTR_HEADER_SIZE + pToken->n);
+        *dataRowColDeltaLen += (TDRowLenT)(pToken->n - CHAR_BYTES);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + VARSTR_HEADER_SIZE + pToken->n);
+      }
+
+      break;
+
+    case TSDB_DATA_TYPE_NCHAR:
+      if (pToken->type == TK_NULL) {
+        payloadColSetId(payload, pSchema->colId);
+        payloadColSetType(payload, pSchema->type);
+        memcpy(POINTER_SHIFT(payloadStart,tOffset), tdGetNullVal(TSDB_DATA_TYPE_NCHAR), VARSTR_HEADER_SIZE + TSDB_NCHAR_SIZE);
+        *sizeAppend = (TDRowLenT)(VARSTR_HEADER_SIZE + TSDB_NCHAR_SIZE);
+      } else {
+        // if the converted output len is over than pColumnModel->bytes, return error: 'Argument list too long'
+        int32_t output = 0;
+        payloadColSetId(payload, pSchema->colId);
+        payloadColSetType(payload, pSchema->type);
+        if (!taosMbsToUcs4(pToken->z, pToken->n, varDataVal(POINTER_SHIFT(payloadStart,tOffset)),
+                           pSchema->bytes - VARSTR_HEADER_SIZE, &output)) {
+          char buf[512] = {0};
+          snprintf(buf, tListLen(buf), "%s", strerror(errno));
+          return tscInvalidOperationMsg(msg, buf, pToken->z);
+        }
+
+        varDataSetLen(POINTER_SHIFT(payloadStart,tOffset), output);
+
+        *sizeAppend = (TDRowLenT)(VARSTR_HEADER_SIZE + output);
+        *dataRowColDeltaLen += (TDRowLenT)(output - sizeof(uint32_t));
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + VARSTR_HEADER_SIZE + output);
+      }
+      break;
+
+    case TSDB_DATA_TYPE_TIMESTAMP: {
+      if (pToken->type == TK_NULL) {
+        if (primaryKey) {
+          // When building SKVRow primaryKey, we should not skip even with NULL value.
+          int64_t tmpVal = 0;
+          *sizeAppend = tsSetPayloadColValue(payloadStart, primaryKeyStart, pSchema->colId, pSchema->type, &tmpVal,
+                                             TYPE_BYTES[TSDB_DATA_TYPE_TIMESTAMP], tOffset);
+          *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_TIMESTAMP]);
+        } else {
+          *sizeAppend = tsSetPayloadColValue(payloadStart, payload, pSchema->colId, pSchema->type,
+                                             tdGetNullVal(TSDB_DATA_TYPE_TIMESTAMP),
+                                             TYPE_BYTES[TSDB_DATA_TYPE_TIMESTAMP], tOffset);
+        }
+      } else {
+        int64_t tmpVal;
+        if (tsParseTime(pToken, &tmpVal, str, msg, timePrec) != TSDB_CODE_SUCCESS) {
+          return tscInvalidOperationMsg(msg, "invalid timestamp", pToken->z);
+        }
+
+        *sizeAppend = tsSetPayloadColValue(payloadStart, primaryKey ? primaryKeyStart : payload, pSchema->colId,
+                                           pSchema->type, &tmpVal, TYPE_BYTES[TSDB_DATA_TYPE_TIMESTAMP], tOffset);
+        *kvRowColLen += (TDRowLenT)(sizeof(SColIdx) + TYPE_BYTES[TSDB_DATA_TYPE_TIMESTAMP]);
+      }
+
+      break;
+    }
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
 /*
  * The server time/client time should not be mixed up in one sql string
  * Do not employ sort operation is not involved if server time is used.
@@ -414,24 +773,38 @@ int32_t tsCheckTimestamp(STableDataBlocks *pDataBlocks, const char *start) {
   return TSDB_CODE_SUCCESS;
 }
 
-int tsParseOneRow(char **str, STableDataBlocks *pDataBlocks, int16_t timePrec, int32_t *len,
+int tsParseOneRow(char **str, STableDataBlocks *pDataBlocks, int16_t timePrec, int32_t *len, char *tmpTokenBuf,
-                  char *tmpTokenBuf, SInsertStatementParam* pInsertParam) {
+                  SInsertStatementParam *pInsertParam) {
   int32_t   index = 0;
   SStrToken sToken = {0};
+
+  SMemRowHelper *pHelper = &pDataBlocks->rowHelper;
   char *         payload = pDataBlocks->pData + pDataBlocks->size;
 
   SParsedDataColInfo *spd = &pDataBlocks->boundColumnInfo;
   SSchema *           schema = tscGetTableSchema(pDataBlocks->pTableMeta);
 
+  TDRowTLenT dataRowLen = pHelper->allNullLen;
+  TDRowTLenT kvRowLen = TD_MEM_ROW_KV_VER_SIZE;
+  TDRowTLenT payloadValOffset = 0;
+  TDRowLenT  colValOffset = 0;
+  ASSERT(dataRowLen > 0);
+
+  payloadSetNCols(payload, spd->numOfBound);
+  payloadValOffset = payloadValuesOffset(payload); // rely on payloadNCols
+  // payloadSetTLen(payload, payloadValOffset);
+
+  char *kvPrimaryKeyStart = payload + PAYLOAD_HEADER_LEN;    // primaryKey in 1st column tuple
+  char *kvStart = kvPrimaryKeyStart + PAYLOAD_COL_HEAD_LEN;  // the column tuple behind the primaryKey
+
   // 1. set the parsed value from sql string
-  int32_t rowSize = 0;
   for (int i = 0; i < spd->numOfBound; ++i) {
     // the start position in data block buffer of current value in sql
     int32_t colIndex = spd->boundedColumns[i];
 
     char *start = payload + spd->cols[colIndex].offset;
-    SSchema *pSchema = &schema[colIndex];
+
-    rowSize += pSchema->bytes;
+    SSchema *pSchema = &schema[colIndex];  // get colId here
 
     index = 0;
     sToken = tStrGetToken(*str, &index, true);
@@ -453,7 +826,8 @@ int tsParseOneRow(char **str, STableDataBlocks *pDataBlocks, int16_t timePrec, i
 
     int16_t type = sToken.type;
     if ((type != TK_NOW && type != TK_INTEGER && type != TK_STRING && type != TK_FLOAT && type != TK_BOOL &&
-         type != TK_NULL && type != TK_HEX && type != TK_OCT && type != TK_BIN) || (sToken.n == 0) || (type == TK_RP)) {
+         type != TK_NULL && type != TK_HEX && type != TK_OCT && type != TK_BIN) ||
+        (sToken.n == 0) || (type == TK_RP)) {
       return tscSQLSyntaxErrMsg(pInsertParam->msg, "invalid data or symbol", sToken.z);
     }
 
@@ -488,41 +862,53 @@ int tsParseOneRow(char **str, STableDataBlocks *pDataBlocks, int16_t timePrec, i
     }
 
     bool      isPrimaryKey = (colIndex == PRIMARYKEY_TIMESTAMP_COL_INDEX);
-    int32_t ret = tsParseOneColumn(pSchema, &sToken, start, pInsertParam->msg, str, isPrimaryKey, timePrec);
+    TDRowLenT dataRowDeltaColLen = 0;  // When combine the data as SDataRow, the delta len between all NULL columns.
+    TDRowLenT kvRowColLen = 0;
+    TDRowLenT colValAppended = 0;
+
+    if (!IS_DATA_COL_ORDERED(spd->orderStatus)) {
+      ASSERT(spd->colIdxInfo != NULL);
+      if(!isPrimaryKey) {
+        kvStart = POINTER_SHIFT(kvPrimaryKeyStart, spd->colIdxInfo[i].finalIdx * PAYLOAD_COL_HEAD_LEN);
+      } else {
+        ASSERT(spd->colIdxInfo[i].finalIdx == 0);
+      }
+    }
+    // the primary key locates in 1st column
+    int32_t ret = tsParseOneColumnKV(pSchema, &sToken, payload, kvPrimaryKeyStart, kvStart, pInsertParam->msg, str,
+                                     isPrimaryKey, timePrec, payloadValOffset + colValOffset, &colValAppended,
+                                     &dataRowDeltaColLen, &kvRowColLen);
     if (ret != TSDB_CODE_SUCCESS) {
       return ret;
     }
 
-    if (isPrimaryKey && tsCheckTimestamp(pDataBlocks, start) != TSDB_CODE_SUCCESS) {
+    if (isPrimaryKey) {
+      if (tsCheckTimestamp(pDataBlocks, payloadValues(payload)) != TSDB_CODE_SUCCESS) {
         tscInvalidOperationMsg(pInsertParam->msg, "client time/server time can not be mixed up", sToken.z);
         return TSDB_CODE_TSC_INVALID_TIME_STAMP;
       }
-  }
+      payloadColSetOffset(kvPrimaryKeyStart, colValOffset);
-
-  // 2. set the null value for the columns that do not assign values
-  if (spd->numOfBound < spd->numOfCols) {
-    char *ptr = payload;
-
-    for (int32_t i = 0; i < spd->numOfCols; ++i) {
-      if (!spd->cols[i].hasVal) {  // current column do not have any value to insert, set it to null
-        if (schema[i].type == TSDB_DATA_TYPE_BINARY) {
-          varDataSetLen(ptr, sizeof(int8_t));
-          *(uint8_t*) varDataVal(ptr) = TSDB_DATA_BINARY_NULL;
-        } else if (schema[i].type == TSDB_DATA_TYPE_NCHAR) {
-          varDataSetLen(ptr, sizeof(int32_t));
-          *(uint32_t*) varDataVal(ptr) = TSDB_DATA_NCHAR_NULL;
     } else {
-          setNull(ptr, schema[i].type, schema[i].bytes);
+      payloadColSetOffset(kvStart, colValOffset);
+      if (IS_DATA_COL_ORDERED(spd->orderStatus)) {
+        kvStart += PAYLOAD_COL_HEAD_LEN;  // move to next column
       }
     }
     
-      ptr += schema[i].bytes;
+    colValOffset += colValAppended;
+    kvRowLen += kvRowColLen;
+    dataRowLen += dataRowDeltaColLen;
   }
 
-    rowSize = (int32_t)(ptr - payload);
+  if (kvRowLen < dataRowLen) {
+    payloadSetType(payload, SMEM_ROW_KV);
+  } else {
+    payloadSetType(payload, SMEM_ROW_DATA);
   }
 
-  *len = rowSize;
+  *len = (int32_t)(payloadValOffset + colValOffset);
+  payloadSetTLen(payload, *len);
+  
   return TSDB_CODE_SUCCESS;
 }
 
@@ -536,6 +922,27 @@ static int32_t rowDataCompar(const void *lhs, const void *rhs) {
     return left > right ? 1 : -1;
   }
 }
+int32_t schemaIdxCompar(const void *lhs, const void *rhs) {
+  uint16_t left = *(uint16_t *)lhs;
+  uint16_t right = *(uint16_t *)rhs;
+
+  if (left == right) {
+    return 0;
+  } else {
+    return left > right ? 1 : -1;
+  }
+}
+
+int32_t boundIdxCompar(const void *lhs, const void *rhs) {
+  uint16_t left = *(uint16_t *)POINTER_SHIFT(lhs, sizeof(uint16_t));
+  uint16_t right = *(uint16_t *)POINTER_SHIFT(rhs, sizeof(uint16_t));
+
+  if (left == right) {
+    return 0;
+  } else {
+    return left > right ? 1 : -1;
+  }
+}
 
 int32_t tsParseValues(char **str, STableDataBlocks *pDataBlock, int maxRows, SInsertStatementParam *pInsertParam,
     int32_t* numOfRows, char *tmpTokenBuf) {
@@ -551,21 +958,26 @@ int32_t tsParseValues(char **str, STableDataBlocks *pDataBlock, int maxRows, SIn
   
   int32_t  precision = tinfo.precision;
 
+  int32_t extendedRowSize = getExtendedRowSize(&tinfo);
+
+  initSMemRowHelper(&pDataBlock->rowHelper, tscGetTableSchema(pDataBlock->pTableMeta),
+                    tscGetNumOfColumns(pDataBlock->pTableMeta), 0);
+
   while (1) {
     index = 0;
     sToken = tStrGetToken(*str, &index, false);
     if (sToken.n == 0 || sToken.type != TK_LP) break;
 
     *str += index;
-    if ((*numOfRows) >= maxRows || pDataBlock->size + tinfo.rowSize >= pDataBlock->nAllocSize) {
+    if ((*numOfRows) >= maxRows || pDataBlock->size + extendedRowSize >= pDataBlock->nAllocSize) {
       int32_t tSize;
-      code = tscAllocateMemIfNeed(pDataBlock, tinfo.rowSize, &tSize);
+      code = tscAllocateMemIfNeed(pDataBlock, extendedRowSize, &tSize);
       if (code != TSDB_CODE_SUCCESS) {  //TODO pass the correct error code to client
         strcpy(pInsertParam->msg, "client out of memory");
         return TSDB_CODE_TSC_OUT_OF_MEMORY;
       }
 
-      ASSERT(tSize > maxRows);
+      ASSERT(tSize >= maxRows);
       maxRows = tSize;
     }
 
@@ -601,9 +1013,10 @@ int32_t tsParseValues(char **str, STableDataBlocks *pDataBlock, int maxRows, SIn
 void tscSetBoundColumnInfo(SParsedDataColInfo *pColInfo, SSchema *pSchema, int32_t numOfCols) {
   pColInfo->numOfCols = numOfCols;
   pColInfo->numOfBound = numOfCols;
-
+  pColInfo->orderStatus = ORDER_STATUS_ORDERED;
   pColInfo->boundedColumns = calloc(pColInfo->numOfCols, sizeof(int32_t));
   pColInfo->cols = calloc(pColInfo->numOfCols, sizeof(SBoundColumn));
+  pColInfo->colIdxInfo = NULL;
 
   for (int32_t i = 0; i < pColInfo->numOfCols; ++i) {
     if (i > 0) {
@@ -656,8 +1069,9 @@ int32_t FORCE_INLINE tsSetBlockInfo(SSubmitBlk *pBlocks, const STableMeta *pTabl
   }
 }
 
+#if 0
 // data block is disordered, sort it in ascending order
-void tscSortRemoveDataBlockDupRows(STableDataBlocks *dataBuf) {
+static void tscSortRemoveDataBlockDupRowsOld(STableDataBlocks *dataBuf) {
   SSubmitBlk *pBlocks = (SSubmitBlk *)dataBuf->pData;
 
   // size is less than the total size, since duplicated rows may be removed yet.
@@ -700,12 +1114,91 @@ void tscSortRemoveDataBlockDupRows(STableDataBlocks *dataBuf) {
 
   dataBuf->prevTS = INT64_MIN;
 }
+#endif
+
+// data block is disordered, sort it in ascending order
+int tscSortRemoveDataBlockDupRows(STableDataBlocks *dataBuf, SBlockKeyInfo *pBlkKeyInfo) {
+  SSubmitBlk *pBlocks = (SSubmitBlk *)dataBuf->pData;
+  int16_t     nRows = pBlocks->numOfRows;
+
+  // size is less than the total size, since duplicated rows may be removed yet.
+
+  // if use server time, this block must be ordered
+  if (dataBuf->tsSource == TSDB_USE_SERVER_TS) {
+    assert(dataBuf->ordered);
+  }
+      // allocate memory
+  size_t nAlloc = nRows * sizeof(SBlockKeyTuple);
+  if (pBlkKeyInfo->pKeyTuple == NULL || pBlkKeyInfo->maxBytesAlloc < nAlloc) {
+    size_t nRealAlloc = nAlloc + 10 * sizeof(SBlockKeyTuple);
+    char * tmp = trealloc(pBlkKeyInfo->pKeyTuple, nRealAlloc);
+    if (tmp == NULL) {
+        return TSDB_CODE_TSC_OUT_OF_MEMORY;
+    }
+    pBlkKeyInfo->pKeyTuple = (SBlockKeyTuple *)tmp;
+    pBlkKeyInfo->maxBytesAlloc = (int32_t)nRealAlloc;
+  }
+  memset(pBlkKeyInfo->pKeyTuple, 0, nAlloc);
+
+  SBlockKeyTuple *pBlkKeyTuple = pBlkKeyInfo->pKeyTuple;
+  char *          pBlockData = pBlocks->data;
+  TDRowTLenT      totolPayloadTLen = 0;
+  TDRowTLenT      payloadTLen = 0;
+  int             n = 0;
+  while (n < nRows) {
+    pBlkKeyTuple->skey = payloadTSKey(pBlockData);
+    pBlkKeyTuple->payloadAddr = pBlockData;
+    payloadTLen = payloadTLen(pBlockData);
+#if 0
+    ASSERT(payloadNCols(pBlockData) <= 4096);
+    ASSERT(payloadTLen(pBlockData) < 65536);
+#endif
+    totolPayloadTLen += payloadTLen;
+    // next loop
+    pBlockData += payloadTLen;
+    ++pBlkKeyTuple;
+    ++n;
+  }
+
+  if (!dataBuf->ordered) {
+    pBlkKeyTuple = pBlkKeyInfo->pKeyTuple;
+    qsort(pBlkKeyTuple, nRows, sizeof(SBlockKeyTuple), rowDataCompar);
+
+    pBlkKeyTuple = pBlkKeyInfo->pKeyTuple;
+    int32_t i = 0;
+    int32_t j = 1;
+    while (j < nRows) {
+      TSKEY ti = (pBlkKeyTuple + i)->skey;
+      TSKEY tj = (pBlkKeyTuple + j)->skey;
+
+      if (ti == tj) {
+        totolPayloadTLen -= payloadTLen(pBlkKeyTuple + j);
+        ++j;
+        continue;
+      }
+
+      int32_t nextPos = (++i);
+      if (nextPos != j) {
+        memmove(pBlkKeyTuple + nextPos, pBlkKeyTuple + j, sizeof(SBlockKeyTuple));
+      }
+      ++j;
+    }
+
+    dataBuf->ordered = true;
+    pBlocks->numOfRows = i + 1;
+  }
+
+  dataBuf->size = sizeof(SSubmitBlk) + totolPayloadTLen;
+  dataBuf->prevTS = INT64_MIN;
+
+  return 0;
+}
 
 static int32_t doParseInsertStatement(SInsertStatementParam *pInsertParam, char **str, STableDataBlocks* dataBuf, int32_t *totalNum) {
   STableComInfo tinfo = tscGetTableInfo(dataBuf->pTableMeta);
   
   int32_t maxNumOfRows;
-  int32_t code = tscAllocateMemIfNeed(dataBuf, tinfo.rowSize, &maxNumOfRows);
+  int32_t code = tscAllocateMemIfNeed(dataBuf, getExtendedRowSize(&tinfo), &maxNumOfRows);
   if (TSDB_CODE_SUCCESS != code) {
     return TSDB_CODE_TSC_OUT_OF_MEMORY;
   }
@@ -1038,10 +1531,11 @@ static int32_t validateDataSource(SInsertStatementParam *pInsertParam, int32_t t
 
 static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDataColInfo* pColInfo, SSchema* pSchema,
     char* str, char **end) {
-  pColInfo->numOfBound = 0;
+  int32_t nCols = pColInfo->numOfCols;
 
-  memset(pColInfo->boundedColumns, 0, sizeof(int32_t) * pColInfo->numOfCols);
+  pColInfo->numOfBound = 0;
-  for(int32_t i = 0; i < pColInfo->numOfCols; ++i) {
+  memset(pColInfo->boundedColumns, 0, sizeof(int32_t) * nCols);
+  for (int32_t i = 0; i < nCols; ++i) {
     pColInfo->cols[i].hasVal = false;
   }
 
@@ -1056,6 +1550,8 @@ static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDat
     goto _clean;
   }
 
+  bool    isOrdered = true;
+  int32_t lastColIdx = -1;  // last column found
   while (1) {
     index = 0;
     sToken = tStrGetToken(str, &index, false);
@@ -1076,7 +1572,8 @@ static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDat
     bool findColumnIndex = false;
 
     // todo speedup by using hash list
-    for (int32_t t = 0; t < pColInfo->numOfCols; ++t) {
+    int32_t nScanned = 0, t = lastColIdx + 1;
+    while (t < nCols) {
       if (strncmp(sToken.z, pSchema[t].name, sToken.n) == 0 && strlen(pSchema[t].name) == sToken.n) {
         if (pColInfo->cols[t].hasVal == true) {
           code = tscInvalidOperationMsg(pInsertParam->msg, "duplicated column name", sToken.z);
@@ -1085,10 +1582,39 @@ static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDat
 
         pColInfo->cols[t].hasVal = true;
         pColInfo->boundedColumns[pColInfo->numOfBound] = t;
-        pColInfo->numOfBound += 1;
+        ++pColInfo->numOfBound;
         findColumnIndex = true;
+        if (isOrdered && (lastColIdx > t)) {
+          isOrdered = false;
+        }
+        lastColIdx = t;
         break;
       }
+      ++t;
+      ++nScanned;
+    }
+    if (!findColumnIndex) {
+      t = 0;
+      int32_t nRemain = nCols - nScanned;
+      while (t < nRemain) {
+        if (strncmp(sToken.z, pSchema[t].name, sToken.n) == 0 && strlen(pSchema[t].name) == sToken.n) {
+          if (pColInfo->cols[t].hasVal == true) {
+            code = tscInvalidOperationMsg(pInsertParam->msg, "duplicated column name", sToken.z);
+            goto _clean;
+          }
+
+          pColInfo->cols[t].hasVal = true;
+          pColInfo->boundedColumns[pColInfo->numOfBound] = t;
+          ++pColInfo->numOfBound;
+          findColumnIndex = true;
+          if (isOrdered && (lastColIdx > t)) {
+            isOrdered = false;
+          }
+          lastColIdx = t;
+          break;
+        }
+        ++t;
+      }
     }
 
     if (!findColumnIndex) {
@@ -1097,7 +1623,29 @@ static int32_t parseBoundColumns(SInsertStatementParam *pInsertParam, SParsedDat
     }
   }
 
-  memset(&pColInfo->boundedColumns[pColInfo->numOfBound], 0 , sizeof(int32_t) * (pColInfo->numOfCols - pColInfo->numOfBound));
+  pColInfo->orderStatus = isOrdered ? ORDER_STATUS_ORDERED : ORDER_STATUS_DISORDERED;
+
+  if (!isOrdered) {
+    pColInfo->colIdxInfo = tcalloc(pColInfo->numOfBound, sizeof(SBoundIdxInfo));
+    if (pColInfo->colIdxInfo == NULL) {
+      code = TSDB_CODE_TSC_OUT_OF_MEMORY;
+      goto _clean;
+    }
+    SBoundIdxInfo *pColIdx = pColInfo->colIdxInfo;
+    for (uint16_t i = 0; i < pColInfo->numOfBound; ++i) {
+      pColIdx[i].schemaColIdx = (uint16_t)pColInfo->boundedColumns[i];
+      pColIdx[i].boundIdx = i;
+    }
+    qsort(pColIdx, pColInfo->numOfBound, sizeof(SBoundIdxInfo), schemaIdxCompar);
+    for (uint16_t i = 0; i < pColInfo->numOfBound; ++i) {
+      pColIdx[i].finalIdx = i;
+    }
+    qsort(pColIdx, pColInfo->numOfBound, sizeof(SBoundIdxInfo), boundIdxCompar);
+  }
+
+  memset(&pColInfo->boundedColumns[pColInfo->numOfBound], 0,
+         sizeof(int32_t) * (pColInfo->numOfCols - pColInfo->numOfBound));
+
   return TSDB_CODE_SUCCESS;
 
 _clean:
@@ -1494,21 +2042,24 @@ static void parseFileSendDataBlock(void *param, TAOS_RES *tres, int32_t numOfRow
   }
 
   STableDataBlocks *pTableDataBlock = NULL;
-  int32_t           ret =
+  int32_t ret = tscGetDataBlockFromList(pInsertParam->pTableBlockHashList, pTableMeta->id.uid, TSDB_PAYLOAD_SIZE,
-      tscGetDataBlockFromList(pInsertParam->pTableBlockHashList, pTableMeta->id.uid, TSDB_PAYLOAD_SIZE, sizeof(SSubmitBlk),
+                                        sizeof(SSubmitBlk), tinfo.rowSize, &pTableMetaInfo->name, pTableMeta,
-                              tinfo.rowSize, &pTableMetaInfo->name, pTableMeta, &pTableDataBlock, NULL);
+                                        &pTableDataBlock, NULL);
   if (ret != TSDB_CODE_SUCCESS) {
     pParentSql->res.code = TSDB_CODE_TSC_OUT_OF_MEMORY;
     goto _error;
   }
 
-  tscAllocateMemIfNeed(pTableDataBlock, tinfo.rowSize, &maxRows);
+  tscAllocateMemIfNeed(pTableDataBlock, getExtendedRowSize(&tinfo), &maxRows);
   tokenBuf = calloc(1, TSDB_MAX_BYTES_PER_ROW);
   if (tokenBuf == NULL) {
     code = TSDB_CODE_TSC_OUT_OF_MEMORY;
     goto _error;
   }
 
+  initSMemRowHelper(&pTableDataBlock->rowHelper, tscGetTableSchema(pTableDataBlock->pTableMeta),
+                    tscGetNumOfColumns(pTableDataBlock->pTableMeta), 0);
+
   while ((readLen = tgetline(&line, &n, fp)) != -1) {
     if (('\r' == line[readLen - 1]) || ('\n' == line[readLen - 1])) {
       line[--readLen] = 0;

src/client/src/tscPrepare.c

@@ -293,6 +293,7 @@ static char* normalStmtBuildSql(STscStmt* stmt) {
   return taosStringBuilderGetResult(&sb, NULL);
 }
 
+#if 0
 static int fillColumnsNull(STableDataBlocks* pBlock, int32_t rowNum) {
   SParsedDataColInfo* spd = &pBlock->boundColumnInfo;
   int32_t offset = 0;
@@ -320,8 +321,129 @@ static int fillColumnsNull(STableDataBlocks* pBlock, int32_t rowNum) {
 
   return TSDB_CODE_SUCCESS;
 }
+#endif
+
+/**
+ * input:
+ * - schema:
+ * - payload:
+ * - spd:
+ * output:
+ * - pBlock with data block replaced by K-V format
+ */
+static int refactorPayload(STableDataBlocks* pBlock, int32_t rowNum) {
+  SParsedDataColInfo* spd = &pBlock->boundColumnInfo;
+  SSchema*            schema = (SSchema*)pBlock->pTableMeta->schema;
+  SMemRowHelper*      pHelper = &pBlock->rowHelper;
+  STableMeta*         pTableMeta = pBlock->pTableMeta;
+  STableComInfo       tinfo = tscGetTableInfo(pTableMeta);
+  int                 code = TSDB_CODE_SUCCESS;
+  int32_t             extendedRowSize = getExtendedRowSize(&tinfo);
+  TDRowTLenT          destPayloadSize = sizeof(SSubmitBlk);
+
+  ASSERT(pHelper->allNullLen >= 8);
+
+  TDRowTLenT  destAllocSize = sizeof(SSubmitBlk) + rowNum * extendedRowSize;
+  SSubmitBlk* pDestBlock = tcalloc(destAllocSize, 1);
+  if (pDestBlock == NULL) {
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+  memcpy(pDestBlock, pBlock->pData, sizeof(SSubmitBlk));
+  char* destPayload = (char*)pDestBlock + sizeof(SSubmitBlk);
+
+  char* srcPayload = (char*)pBlock->pData + sizeof(SSubmitBlk);
+
+  for (int n = 0; n < rowNum; ++n) {
+    payloadSetNCols(destPayload, spd->numOfBound);
+
+    TDRowTLenT dataRowLen = pHelper->allNullLen;
+    TDRowTLenT kvRowLen = TD_MEM_ROW_KV_VER_SIZE + sizeof(SColIdx) * spd->numOfBound;
+    TDRowTLenT payloadValOffset = payloadValuesOffset(destPayload);  // rely on payloadNCols
+    TDRowLenT  colValOffset = 0;
+
+    char* kvPrimaryKeyStart = destPayload + PAYLOAD_HEADER_LEN;  // primaryKey in 1st column tuple
+    char* kvStart = kvPrimaryKeyStart + PAYLOAD_COL_HEAD_LEN;    // the column tuple behind the primaryKey
+
+    for (int32_t i = 0; i < spd->numOfBound; ++i) {
+      int32_t colIndex = spd->boundedColumns[i];
+      ASSERT(spd->cols[colIndex].hasVal);
+      char*    start = srcPayload + spd->cols[colIndex].offset;
+      SSchema* pSchema = &schema[colIndex];  // get colId here
+      bool     isPrimaryKey = (colIndex == PRIMARYKEY_TIMESTAMP_COL_INDEX);
+
+      // the primary key locates in 1st column
+      if (!IS_DATA_COL_ORDERED(spd->orderStatus)) {
+        ASSERT(spd->colIdxInfo != NULL);
+        if (!isPrimaryKey) {
+          kvStart = POINTER_SHIFT(kvPrimaryKeyStart, spd->colIdxInfo[i].finalIdx * PAYLOAD_COL_HEAD_LEN);
+        } else {
+          ASSERT(spd->colIdxInfo[i].finalIdx == 0);
+        }
+      }
+      if (isPrimaryKey) {
+        payloadColSetId(kvPrimaryKeyStart, pSchema->colId);
+        payloadColSetType(kvPrimaryKeyStart, pSchema->type);
+        payloadColSetOffset(kvPrimaryKeyStart, colValOffset);
+        memcpy(POINTER_SHIFT(destPayload, payloadValOffset + colValOffset), start, TYPE_BYTES[pSchema->type]);
+        colValOffset += TYPE_BYTES[pSchema->type];
+        kvRowLen += TYPE_BYTES[pSchema->type];
+      } else {
+        payloadColSetId(kvStart, pSchema->colId);
+        payloadColSetType(kvStart, pSchema->type);
+        payloadColSetOffset(kvStart, colValOffset);
+        if (IS_VAR_DATA_TYPE(pSchema->type)) {
+          varDataCopy(POINTER_SHIFT(destPayload, payloadValOffset + colValOffset), start);
+          colValOffset += varDataTLen(start);
+          kvRowLen += varDataTLen(start);
+          if (pSchema->type == TSDB_DATA_TYPE_BINARY) {
+            dataRowLen += (varDataLen(start) - CHAR_BYTES);
+          } else if (pSchema->type == TSDB_DATA_TYPE_NCHAR) {
+            dataRowLen += (varDataLen(start) - TSDB_NCHAR_SIZE);
+          } else {
+            ASSERT(0);
+          }
+        } else {
+          memcpy(POINTER_SHIFT(destPayload, payloadValOffset + colValOffset), start, TYPE_BYTES[pSchema->type]);
+          colValOffset += TYPE_BYTES[pSchema->type];
+          kvRowLen += TYPE_BYTES[pSchema->type];
+        }
+
+        if (IS_DATA_COL_ORDERED(spd->orderStatus)) {
+          kvStart += PAYLOAD_COL_HEAD_LEN;  // move to next column
+        }
+      }
 
 
+    }  // end of column
+
+    if (kvRowLen < dataRowLen) {
+      payloadSetType(destPayload, SMEM_ROW_KV);
+    } else {
+      payloadSetType(destPayload, SMEM_ROW_DATA);
+    }
+
+    ASSERT(colValOffset <= TSDB_MAX_BYTES_PER_ROW);
+
+    TDRowTLenT len = payloadValOffset + colValOffset;
+    payloadSetTLen(destPayload, len);
+
+    // next loop
+    srcPayload += pBlock->rowSize;
+    destPayload += len;
+
+    destPayloadSize += len;
+  }  // end of row
+  
+  ASSERT(destPayloadSize <= destAllocSize);
+
+  tfree(pBlock->pData);
+  pBlock->pData = (char*)pDestBlock;
+  pBlock->nAllocSize = destAllocSize;
+  pBlock->size = destPayloadSize;
+
+  return code;
+}
+#if 0
 int32_t fillTablesColumnsNull(SSqlObj* pSql) {
   SSqlCmd* pCmd = &pSql->cmd;
 
@@ -344,9 +466,90 @@ int32_t fillTablesColumnsNull(SSqlObj* pSql) {
 
   return TSDB_CODE_SUCCESS;
 }
+#endif
 
+/**
+ * check and sort
+ */
+static int initPayloadEnv(STableDataBlocks* pBlock, int32_t rowNum) {
+  SParsedDataColInfo* spd = &pBlock->boundColumnInfo;
+  if (spd->orderStatus != ORDER_STATUS_UNKNOWN) {
+    return TSDB_CODE_SUCCESS;
+  }
 
+  bool isOrdered = true;
+  int32_t lastColIdx = -1;
+  for (int32_t i = 0; i < spd->numOfBound; ++i) {
+    ASSERT(spd->cols[i].hasVal);
+    int32_t colIdx = spd->boundedColumns[i];
+    if (isOrdered) {
+      if (lastColIdx > colIdx) {
+        isOrdered = false;
+        break;
+      } else {
+        lastColIdx = colIdx;
+      }
+    }
+  }
 
+  spd->orderStatus = isOrdered ? ORDER_STATUS_ORDERED : ORDER_STATUS_DISORDERED;
+
+  if (isOrdered) {
+    spd->colIdxInfo = NULL;
+  } else {
+    spd->colIdxInfo = calloc(spd->numOfBound, sizeof(SBoundIdxInfo));
+    if (spd->colIdxInfo == NULL) {
+      return TSDB_CODE_TSC_OUT_OF_MEMORY;
+    }
+    SBoundIdxInfo* pColIdx = spd->colIdxInfo;
+    for (uint16_t i = 0; i < spd->numOfBound; ++i) {
+      pColIdx[i].schemaColIdx = (uint16_t)spd->boundedColumns[i];
+      pColIdx[i].boundIdx = i;
+    }
+    qsort(pColIdx, spd->numOfBound, sizeof(SBoundIdxInfo), schemaIdxCompar);
+    for (uint16_t i = 0; i < spd->numOfBound; ++i) {
+      pColIdx[i].finalIdx = i;
+    }
+    qsort(pColIdx, spd->numOfBound, sizeof(SBoundIdxInfo), boundIdxCompar);
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
+/**
+ *  Refactor the raw payload structure to K-V format as the in tsParseOneRow()
+ */
+int32_t fillTablesPayload(SSqlObj* pSql) {
+  SSqlCmd* pCmd = &pSql->cmd;
+  int      code = TSDB_CODE_SUCCESS;
+
+  STableDataBlocks** p = taosHashIterate(pCmd->insertParam.pTableBlockHashList, NULL);
+
+  STableDataBlocks* pOneTableBlock = *p;
+  while (pOneTableBlock) {
+    SSubmitBlk* pBlocks = (SSubmitBlk*)pOneTableBlock->pData;
+
+    if (pBlocks->numOfRows > 0) {
+      initSMemRowHelper(&pOneTableBlock->rowHelper, tscGetTableSchema(pOneTableBlock->pTableMeta),
+                        tscGetNumOfColumns(pOneTableBlock->pTableMeta), 0);
+      if ((code = initPayloadEnv(pOneTableBlock, pBlocks->numOfRows)) != TSDB_CODE_SUCCESS) {
+        return code;
+      }
+      if ((code = refactorPayload(pOneTableBlock, pBlocks->numOfRows)) != TSDB_CODE_SUCCESS) {
+        return code;
+      };
+    }
+
+    p = taosHashIterate(pCmd->insertParam.pTableBlockHashList, p);
+    if (p == NULL) {
+      break;
+    }
+
+    pOneTableBlock = *p;
+  }
+
+  return code;
+}
 ////////////////////////////////////////////////////////////////////////////////
 // functions for insertion statement preparation
 static FORCE_INLINE int doBindParam(STableDataBlocks* pBlock, char* data, SParamInfo* param, TAOS_BIND* bind, int32_t colNum) {
@@ -1202,9 +1405,12 @@ static int insertStmtExecute(STscStmt* stmt) {
   pBlk->uid = pTableMeta->id.uid;
   pBlk->tid = pTableMeta->id.tid;
 
-  fillTablesColumnsNull(stmt->pSql);
+  int code = fillTablesPayload(stmt->pSql);
+  if (code != TSDB_CODE_SUCCESS) {
+    return code;
+  }
 
-  int code = tscMergeTableDataBlocks(&stmt->pSql->cmd.insertParam, false);
+  code = tscMergeTableDataBlocks(&stmt->pSql->cmd.insertParam, false);
   if (code != TSDB_CODE_SUCCESS) {
     return code;
   }
@@ -1269,8 +1475,6 @@ static void insertBatchClean(STscStmt* pStmt) {
 static int insertBatchStmtExecute(STscStmt* pStmt) {
   int32_t code = 0;
   
-  int64_t st1 = taosGetTimestampUs();
-
   if(pStmt->mtb.nameSet == false) {
     tscError("0x%"PRIx64" no table name set", pStmt->pSql->self);
     return invalidOperationMsg(tscGetErrorMsgPayload(&pStmt->pSql->cmd), "no table name set");
@@ -1283,37 +1487,25 @@ static int insertBatchStmtExecute(STscStmt* pStmt) {
     return TSDB_CODE_TSC_APP_ERROR;
   }
 
-  fillTablesColumnsNull(pStmt->pSql);
+  fillTablesPayload(pStmt->pSql);
-
-  int64_t st2 = taosGetTimestampUs();
 
   if ((code = tscMergeTableDataBlocks(&pStmt->pSql->cmd.insertParam, false)) != TSDB_CODE_SUCCESS) {
     return code;
   }
 
-  int64_t st3 = taosGetTimestampUs();
-
   code = tscHandleMultivnodeInsert(pStmt->pSql);
 
   if (code != TSDB_CODE_SUCCESS) {
     return code;
   }
 
-  int64_t st4 = taosGetTimestampUs();
-
   // wait for the callback function to post the semaphore
   tsem_wait(&pStmt->pSql->rspSem);
 
-  int64_t st5 = taosGetTimestampUs();
-
   code = pStmt->pSql->res.code;
   
   insertBatchClean(pStmt);
 
-  int64_t st6 = taosGetTimestampUs();
-
-  tscDebug("use time:%"PRId64 ",%"PRId64 ",%"PRId64 ",%"PRId64 ",%"PRId64, st2-st1, st3-st2, st4-st3, st5-st4, st6-st5);
-
   return code;
 }
 

src/client/src/tscSQLParser.c

@@ -37,6 +37,7 @@
 #include "tstrbuild.h"
 #include "ttoken.h"
 #include "ttokendef.h"
+#include "qScript.h"
 #include "ttype.h"
 
 #define DEFAULT_PRIMARY_TIMESTAMP_COL_NAME "_c0"
@@ -77,7 +78,8 @@ static bool validateTagParams(SArray* pTagsList, SArray* pFieldList, SSqlCmd* pC
 static int32_t setObjFullName(char* fullName, const char* account, SStrToken* pDB, SStrToken* tableName, int32_t* len);
 static void getColumnName(tSqlExprItem* pItem, char* resultFieldName, char* rawName, int32_t nameLength);
 
-static int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t colIndex, tSqlExprItem* pItem, bool finalResult);
+static int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t colIndex, tSqlExprItem* pItem,
+    bool finalResult, SUdfInfo* pUdfInfo);
 static int32_t insertResultField(SQueryInfo* pQueryInfo, int32_t outputIndex, SColumnList* pIdList, int16_t bytes,
                                  int8_t type, char* fieldName, SExprInfo* pSqlExpr);
 
@@ -386,6 +388,137 @@ static int32_t normalizeVarDataTypeLength(SSqlCmd* pCmd) {
   return TSDB_CODE_SUCCESS;
 }
 
+int32_t readFromFile(char *name, uint32_t *len, void **buf) {
+  struct stat fileStat;
+  if (stat(name, &fileStat) < 0) {
+    tscError("stat file %s failed, error:%s", name, strerror(errno));
+    return TAOS_SYSTEM_ERROR(errno);
+  }
+
+  *len = fileStat.st_size;
+
+  if (*len <= 0) {
+    tscError("file %s is empty", name);
+    return TSDB_CODE_TSC_FILE_EMPTY;
+  }
+
+  *buf = calloc(1, *len);
+  if (*buf == NULL) {
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+
+  int fd = open(name, O_RDONLY);
+  if (fd < 0) {
+    tscError("open file %s failed, error:%s", name, strerror(errno));
+    tfree(*buf);
+    return TAOS_SYSTEM_ERROR(errno);
+  }
+
+  int64_t s = taosRead(fd, *buf, *len);
+  if (s != *len) {
+    tscError("read file %s failed, error:%s", name, strerror(errno));
+    close(fd);
+    tfree(*buf);
+    return TSDB_CODE_TSC_APP_ERROR;
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
+
+int32_t handleUserDefinedFunc(SSqlObj* pSql, struct SSqlInfo* pInfo) {
+  const char *msg1 = "function name is too long";
+  const char *msg2 = "path is too long";
+  const char *msg3 = "invalid outputtype";
+  const char *msg4 = "invalid script";
+  SSqlCmd *pCmd = &pSql->cmd;
+
+  switch (pInfo->type) {
+    case TSDB_SQL_CREATE_FUNCTION: {
+      SCreateFuncInfo *createInfo = &pInfo->pMiscInfo->funcOpt;
+      uint32_t len = 0;
+      void *buf = NULL;
+
+      if (createInfo->output.type == (uint8_t)-1 || createInfo->output.bytes < 0) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg3);
+      }
+
+      createInfo->name.z[createInfo->name.n] = 0;
+
+      strdequote(createInfo->name.z);
+
+      if (strlen(createInfo->name.z) >= TSDB_FUNC_NAME_LEN) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg1);
+      }
+
+      createInfo->path.z[createInfo->path.n] = 0;
+
+      strdequote(createInfo->path.z);
+
+      if (strlen(createInfo->path.z) >= PATH_MAX) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg2);
+      }
+
+      int32_t ret = readFromFile(createInfo->path.z, &len, &buf);
+      if (ret) {
+        return ret;
+      }
+      //distinguish  *.lua and *.so
+      int32_t pathLen = (int32_t)strlen(createInfo->path.z);
+      if ((pathLen > 3) && (0 == strncmp(createInfo->path.z + pathLen - 3, "lua", 3)) && !isValidScript(buf, len)) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg4);
+      }
+
+      //TODO CHECK CODE
+      if (len + sizeof(SCreateFuncMsg) > pSql->cmd.allocSize) {
+        ret = tscAllocPayload(&pSql->cmd, len + sizeof(SCreateFuncMsg));
+        if (ret) {
+          tfree(buf);
+          return ret;
+        }
+      }
+
+      SCreateFuncMsg *pMsg = (SCreateFuncMsg *)pSql->cmd.payload;
+
+      strcpy(pMsg->name, createInfo->name.z);
+      strcpy(pMsg->path, createInfo->path.z);
+
+      pMsg->funcType = htonl(createInfo->type);
+      pMsg->bufSize = htonl(createInfo->bufSize);
+
+      pMsg->outputType = createInfo->output.type;
+      pMsg->outputLen = htons(createInfo->output.bytes);
+
+      pMsg->codeLen = htonl(len);
+      memcpy(pMsg->code, buf, len);
+      tfree(buf);
+
+      break;
+    }
+    case TSDB_SQL_DROP_FUNCTION: {
+      SStrToken* t0 = taosArrayGet(pInfo->pMiscInfo->a, 0);
+
+      SDropFuncMsg *pMsg = (SDropFuncMsg *)pSql->cmd.payload;
+
+      t0->z[t0->n] = 0;
+
+      strdequote(t0->z);
+
+      if (strlen(t0->z) >= TSDB_FUNC_NAME_LEN) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg1);
+      }
+
+      strcpy(pMsg->name, t0->z);
+
+      break;
+    }
+    default:
+      return TSDB_CODE_TSC_APP_ERROR;
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
 int32_t tscValidateSqlInfo(SSqlObj* pSql, struct SSqlInfo* pInfo) {
   if (pInfo == NULL || pSql == NULL) {
     return TSDB_CODE_TSC_APP_ERROR;
@@ -486,6 +619,16 @@ int32_t tscValidateSqlInfo(SSqlObj* pSql, struct SSqlInfo* pInfo) {
       break;
     }
 
+    case TSDB_SQL_CREATE_FUNCTION:
+    case TSDB_SQL_DROP_FUNCTION:  {
+      code = handleUserDefinedFunc(pSql, pInfo);
+      if (code != TSDB_CODE_SUCCESS) {
+        return code;
+      }
+
+      break;
+    }
+
     case TSDB_SQL_ALTER_DB:
     case TSDB_SQL_CREATE_DB: {
       const char* msg1 = "invalid db name";
@@ -769,7 +912,15 @@ int32_t tscValidateSqlInfo(SSqlObj* pSql, struct SSqlInfo* pInfo) {
             return code;
           }
 
+          SArray *pUdfInfo = NULL;
+          if (pQueryInfo->pUdfInfo) {
+            pUdfInfo = taosArrayDup(pQueryInfo->pUdfInfo);
+          }
+
           pQueryInfo = pCmd->active;
+          pQueryInfo->pUdfInfo = pUdfInfo;
+          pQueryInfo->udfCopy = true;
+
         }
       }
 
@@ -1245,12 +1396,16 @@ static bool validateTableColumnInfo(SArray* pFieldList, SSqlCmd* pCmd) {
   const char* msg4 = "invalid data type";
   const char* msg5 = "invalid binary/nchar column length";
   const char* msg6 = "invalid column name";
+  const char* msg7 = "too many columns";
 
   // number of fields no less than 2
   size_t numOfCols = taosArrayGetSize(pFieldList);
-  if (numOfCols <= 1 || numOfCols > TSDB_MAX_COLUMNS) {
+  if (numOfCols <= 1 ) {
     invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg);
     return false;
+  } else if (numOfCols > TSDB_MAX_COLUMNS) {
+    invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg7);
+    return false;
   }
 
   // first column must be timestamp
@@ -1385,6 +1540,7 @@ bool validateOneTags(SSqlCmd* pCmd, TAOS_FIELD* pTagField) {
   const char* msg4 = "invalid tag name";
   const char* msg5 = "invalid binary/nchar tag length";
   const char* msg6 = "invalid data type in tags";
+  const char* msg7 = "too many columns";
 
   STableMetaInfo* pTableMetaInfo = tscGetTableMetaInfoFromCmd(pCmd,  0);
   STableMeta*     pTableMeta = pTableMetaInfo->pTableMeta;
@@ -1392,6 +1548,12 @@ bool validateOneTags(SSqlCmd* pCmd, TAOS_FIELD* pTagField) {
   int32_t numOfTags = tscGetNumOfTags(pTableMeta);
   int32_t numOfCols = tscGetNumOfColumns(pTableMeta);
 
+  // no more max columns
+  if (numOfTags + numOfCols >= TSDB_MAX_COLUMNS) {
+    invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg7);
+    return false;
+  }
+
   // no more than 6 tags
   if (numOfTags == TSDB_MAX_TAGS) {
     char msg[128] = {0};
@@ -1809,6 +1971,69 @@ static bool hasNoneUserDefineExpr(SQueryInfo* pQueryInfo) {
   return false;
 }
 
+void genUdfList(SArray* pUdfInfo, tSqlExpr *pNode) {
+  if (pNode == NULL) {
+    return;
+  }
+
+  if (pNode->type == SQL_NODE_EXPR) {
+    genUdfList(pUdfInfo, pNode->pLeft);
+    genUdfList(pUdfInfo, pNode->pRight);
+    return;
+  }
+
+  if (pNode->type == SQL_NODE_SQLFUNCTION) {
+    pNode->functionId = isValidFunction(pNode->Expr.operand.z, pNode->Expr.operand.n);
+    if (pNode->functionId < 0) { // extract all possible user defined function
+      struct SUdfInfo info = {0};
+      info.name = strndup(pNode->Expr.operand.z, pNode->Expr.operand.n);
+      int32_t functionId = (int32_t)taosArrayGetSize(pUdfInfo) * (-1) - 1;
+      info.functionId = functionId;
+
+      taosArrayPush(pUdfInfo, &info);
+    }
+  }
+}
+
+/*
+static int32_t checkForUdf(SSqlObj* pSql, SQueryInfo* pQueryInfo, SArray* pSelection) {
+  if (pQueryInfo->pUdfInfo != NULL) {
+    return TSDB_CODE_SUCCESS;
+  }
+
+  pQueryInfo->pUdfInfo = taosArrayInit(4, sizeof(struct SUdfInfo));
+
+  size_t nExpr = taosArrayGetSize(pSelection);
+
+  for (int32_t i = 0; i < nExpr; ++i) {
+    tSqlExprItem* pItem = taosArrayGet(pSelection, i);
+
+    int32_t type = pItem->pNode->type;
+    if (type == SQL_NODE_EXPR || type == SQL_NODE_SQLFUNCTION) {
+      genUdfList(pQueryInfo->pUdfInfo, pItem->pNode);
+    }
+  }
+
+  if (taosArrayGetSize(pQueryInfo->pUdfInfo) > 0) {
+    return tscGetUdfFromNode(pSql, pQueryInfo);
+  } else {
+    return TSDB_CODE_SUCCESS;
+  }
+}
+*/
+
+static SUdfInfo* isValidUdf(SArray* pUdfInfo, const char* name, int32_t len) {
+  size_t t = taosArrayGetSize(pUdfInfo);
+  for(int32_t i = 0; i < t; ++i) {
+    SUdfInfo* pUdf = taosArrayGet(pUdfInfo, i);
+    if (strlen(pUdf->name) == len && strncasecmp(pUdf->name, name, len) == 0) {
+      return pUdf;
+    }
+  }
+
+  return NULL;
+}
+
 int32_t validateSelectNodeList(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SArray* pSelNodeList, bool joinQuery,
                                bool timeWindowQuery, bool outerQuery) {
   assert(pSelNodeList != NULL && pCmd != NULL);
@@ -1841,12 +2066,18 @@ int32_t validateSelectNodeList(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SArray* pS
     int32_t type = pItem->pNode->type;
     if (type == SQL_NODE_SQLFUNCTION) {
       pItem->pNode->functionId = isValidFunction(pItem->pNode->Expr.operand.z, pItem->pNode->Expr.operand.n);
+      SUdfInfo* pUdfInfo = NULL;
       if (pItem->pNode->functionId < 0) {
+        pUdfInfo = isValidUdf(pQueryInfo->pUdfInfo, pItem->pNode->Expr.operand.z, pItem->pNode->Expr.operand.n);
+        if (pUdfInfo == NULL) {
           return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg5);
         }
 
+        pItem->pNode->functionId = pUdfInfo->functionId;
+      }
+
       // sql function in selection clause, append sql function info in pSqlCmd structure sequentially
-      if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, pItem, true) != TSDB_CODE_SUCCESS) {
+      if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, pItem, true, pUdfInfo) != TSDB_CODE_SUCCESS) {
         return TSDB_CODE_TSC_INVALID_OPERATION;
       }
     } else if (type == SQL_NODE_TABLE_COLUMN || type == SQL_NODE_VALUE) {
@@ -2101,7 +2332,8 @@ int32_t addProjectionExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, t
 }
 
 static int32_t setExprInfoForFunctions(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SSchema* pSchema, SConvertFunc cvtFunc,
-                                       const char* name, int32_t resColIdx, SColumnIndex* pColIndex, bool finalResult) {
+                                       const char* name, int32_t resColIdx, SColumnIndex* pColIndex, bool finalResult,
+                                       SUdfInfo* pUdfInfo) {
   const char* msg1 = "not support column types";
 
   int32_t f = cvtFunc.execFuncId;
@@ -2117,7 +2349,7 @@ static int32_t setExprInfoForFunctions(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SS
   int16_t resBytes = 0;
   int32_t interBufSize = 0;
 
-  getResultDataInfo(pSchema->type, pSchema->bytes, f, 0, &resType, &resBytes, &interBufSize, 0, false);
+  getResultDataInfo(pSchema->type, pSchema->bytes, f, 0, &resType, &resBytes, &interBufSize, 0, false, pUdfInfo);
   SExprInfo* pExpr = tscExprAppend(pQueryInfo, f, pColIndex, resType, resBytes, getNewResColId(pCmd), interBufSize, false);
   tstrncpy(pExpr->base.aliasName, name, tListLen(pExpr->base.aliasName));
 
@@ -2189,18 +2421,19 @@ static void updateLastScanOrderIfNeeded(SQueryInfo* pQueryInfo) {
   }
 }
 
-static UNUSED_FUNC void updateFunctionInterBuf(SQueryInfo* pQueryInfo, bool superTable) {
+static UNUSED_FUNC void updateFunctionInterBuf(SQueryInfo* pQueryInfo, bool superTable, SUdfInfo* pUdfInfo) {
   size_t numOfExpr = tscNumOfExprs(pQueryInfo);
   for (int32_t i = 0; i < numOfExpr; ++i) {
     SExprInfo* pExpr = tscExprGet(pQueryInfo, i);
 
     int32_t param = (int32_t)pExpr->base.param[0].i64;
     getResultDataInfo(pExpr->base.colType, pExpr->base.colBytes, pExpr->base.functionId, param, &pExpr->base.resType, &pExpr->base.resBytes,
-                      &pExpr->base.interBytes, 0, superTable);
+                      &pExpr->base.interBytes, 0, superTable, pUdfInfo);
   }
 }
 
-int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t colIndex, tSqlExprItem* pItem, bool finalResult) {
+int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t colIndex, tSqlExprItem* pItem, bool finalResult,
+    SUdfInfo* pUdfInfo) {
   STableMetaInfo* pTableMetaInfo = NULL;
   int32_t functionId = pItem->pNode->functionId;
 
@@ -2349,7 +2582,7 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
       int32_t intermediateResSize = 0;
 
       if (getResultDataInfo(pSchema->type, pSchema->bytes, functionId, 0, &resultType, &resultSize,
-                            &intermediateResSize, 0, false) != TSDB_CODE_SUCCESS) {
+                            &intermediateResSize, 0, false, NULL) != TSDB_CODE_SUCCESS) {
         return TSDB_CODE_TSC_INVALID_OPERATION;
       }
 
@@ -2483,7 +2716,8 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
               SStrToken t = {.z = pSchema[j].name, .n = (uint32_t)strnlen(pSchema[j].name, TSDB_COL_NAME_LEN)};
               setResultColName(name, pItem, cvtFunc.originFuncId, &t, true);
 
-              if (setExprInfoForFunctions(pCmd, pQueryInfo, &pSchema[j], cvtFunc, name, colIndex++, &index, finalResult) != 0) {
+              if (setExprInfoForFunctions(pCmd, pQueryInfo, &pSchema[j], cvtFunc, name, colIndex++, &index,
+                  finalResult, pUdfInfo) != 0) {
                 return TSDB_CODE_TSC_INVALID_OPERATION;
               }
             }
@@ -2506,7 +2740,7 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
             bool multiColOutput = taosArrayGetSize(pItem->pNode->Expr.paramList) > 1;
             setResultColName(name, pItem, cvtFunc.originFuncId, &pParamElem->pNode->columnName, multiColOutput);
 
-            if (setExprInfoForFunctions(pCmd, pQueryInfo, pSchema, cvtFunc, name, colIndex++, &index, finalResult) != 0) {
+            if (setExprInfoForFunctions(pCmd, pQueryInfo, pSchema, cvtFunc, name, colIndex++, &index, finalResult, pUdfInfo) != 0) {
               return TSDB_CODE_TSC_INVALID_OPERATION;
             }
           }
@@ -2531,7 +2765,8 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
             SStrToken t = {.z = pSchema[i].name, .n = (uint32_t)strnlen(pSchema[i].name, TSDB_COL_NAME_LEN)};
             setResultColName(name, pItem, cvtFunc.originFuncId, &t, true);
 
-            if (setExprInfoForFunctions(pCmd, pQueryInfo, &pSchema[index.columnIndex], cvtFunc, name, colIndex, &index, finalResult) != 0) {
+            if (setExprInfoForFunctions(pCmd, pQueryInfo, &pSchema[index.columnIndex], cvtFunc, name, colIndex, &index,
+                finalResult, pUdfInfo) != 0) {
               return TSDB_CODE_TSC_INVALID_OPERATION;
             }
             colIndex++;
@@ -2602,7 +2837,8 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
           return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg5);
         }
 
-        getResultDataInfo(pSchema->type, pSchema->bytes, functionId, 0, &resultType, &resultSize, &interResult, 0, false);
+        getResultDataInfo(pSchema->type, pSchema->bytes, functionId, 0, &resultType, &resultSize, &interResult, 0, false,
+            pUdfInfo);
 
         /*
          * sql function transformation
@@ -2715,7 +2951,7 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
       int16_t type  = 0;
       int32_t inter = 0;
 
-      int32_t ret = getResultDataInfo(s.type, s.bytes, TSDB_FUNC_TID_TAG, 0, &type, &bytes, &inter, 0, 0);
+      int32_t ret = getResultDataInfo(s.type, s.bytes, TSDB_FUNC_TID_TAG, 0, &type, &bytes, &inter, 0, 0, NULL);
       assert(ret == TSDB_CODE_SUCCESS);
       
       s.type = (uint8_t)type;
@@ -2739,7 +2975,8 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
       int32_t inter   = 0;
       int16_t resType = 0;
       int16_t bytes   = 0;
-      getResultDataInfo(TSDB_DATA_TYPE_INT, 4, TSDB_FUNC_BLKINFO, 0, &resType, &bytes, &inter, 0, 0);
+
+      getResultDataInfo(TSDB_DATA_TYPE_INT, 4, TSDB_FUNC_BLKINFO, 0, &resType, &bytes, &inter, 0, 0, NULL);
 
       SSchema s = {.name = "block_dist", .type = TSDB_DATA_TYPE_BINARY, .bytes = bytes};
 
@@ -2757,10 +2994,64 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
       return TSDB_CODE_SUCCESS;
     }
 
-    default:
+    default: {
-      return TSDB_CODE_TSC_INVALID_OPERATION;
+      pUdfInfo = isValidUdf(pQueryInfo->pUdfInfo, pItem->pNode->Expr.operand.z, pItem->pNode->Expr.operand.n);
+      if (pUdfInfo == NULL) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg9);
       }
 
+      tSqlExprItem* pParamElem = taosArrayGet(pItem->pNode->Expr.paramList, 0);;
+      if (pParamElem->pNode->tokenId != TK_ID) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg2);
+      }
+
+      SColumnIndex index = COLUMN_INDEX_INITIALIZER;
+      if (getColumnIndexByName(&pParamElem->pNode->columnName, pQueryInfo, &index, tscGetErrorMsgPayload(pCmd)) != TSDB_CODE_SUCCESS) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg3);
+      }
+
+      if (index.columnIndex == TSDB_TBNAME_COLUMN_INDEX) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg6);
+      }
+
+      pTableMetaInfo = tscGetMetaInfo(pQueryInfo, index.tableIndex);
+
+      // functions can not be applied to tags
+      if (index.columnIndex >= tscGetNumOfColumns(pTableMetaInfo->pTableMeta)) {
+        return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg6);
+      }
+
+      int32_t inter   = 0;
+      int16_t resType = 0;
+      int16_t bytes   = 0;
+      getResultDataInfo(TSDB_DATA_TYPE_INT, 4, functionId, 0, &resType, &bytes, &inter, 0, false, pUdfInfo);
+
+      SExprInfo* pExpr = tscExprAppend(pQueryInfo, functionId, &index, resType, bytes, getNewResColId(pCmd), inter, false);
+
+      memset(pExpr->base.aliasName, 0, tListLen(pExpr->base.aliasName));
+      getColumnName(pItem, pExpr->base.aliasName, pExpr->base.token, sizeof(pExpr->base.aliasName) - 1);
+
+      SSchema s = {0};
+      s.type = (uint8_t)resType;
+      s.bytes = bytes;
+      s.colId = pExpr->base.colInfo.colId;
+
+      uint64_t uid = pTableMetaInfo->pTableMeta->id.uid;
+      SColumnList ids = createColumnList(1, index.tableIndex, index.columnIndex);
+      if (finalResult) {
+        insertResultField(pQueryInfo, colIndex, &ids, pUdfInfo->resBytes, pUdfInfo->resType, pExpr->base.aliasName, pExpr);
+      } else {
+        for (int32_t i = 0; i < ids.num; ++i) {
+          tscColumnListInsert(pQueryInfo->colList, index.columnIndex, uid, &s);
+        }
+      }
+
+      tscInsertPrimaryTsSourceColumn(pQueryInfo, pTableMetaInfo->pTableMeta->id.uid);
+      return TSDB_CODE_SUCCESS;
+    }
+  }
+
+  return TSDB_CODE_TSC_INVALID_OPERATION;
 }
 
 // todo refactor
@@ -3074,7 +3365,7 @@ int32_t tscTansformFuncForSTableQuery(SQueryInfo* pQueryInfo) {
         (functionId >= TSDB_FUNC_FIRST_DST && functionId <= TSDB_FUNC_STDDEV_DST) ||
         (functionId >= TSDB_FUNC_RATE && functionId <= TSDB_FUNC_IRATE)) {
       if (getResultDataInfo(pSrcSchema->type, pSrcSchema->bytes, functionId, (int32_t)pExpr->base.param[0].i64, &type, &bytes,
-                            &interBytes, 0, true) != TSDB_CODE_SUCCESS) {
+                            &interBytes, 0, true, NULL) != TSDB_CODE_SUCCESS) {
         return TSDB_CODE_TSC_INVALID_OPERATION;
       }
 
@@ -3105,6 +3396,10 @@ void tscRestoreFuncForSTableQuery(SQueryInfo* pQueryInfo) {
     int32_t inter = 0;
     
     int32_t functionId = pExpr->base.functionId;
+    if (functionId < 0) {
+      continue;
+    }
+
     if (functionId >= TSDB_FUNC_TS && functionId <= TSDB_FUNC_DIFF) {
       continue;
     }
@@ -3117,8 +3412,8 @@ void tscRestoreFuncForSTableQuery(SQueryInfo* pQueryInfo) {
       functionId = TSDB_FUNC_STDDEV;
     }
 
-    getResultDataInfo(pSchema->type, pSchema->bytes, functionId, 0, &pExpr->base.resType, &pExpr->base.resBytes,
+    getResultDataInfo(pSchema->type, pSchema->bytes, functionId, 0, &pExpr->base.resType, &pExpr->base.resBytes, &inter,
-                      &inter, 0, false);
+                      0, false, NULL);
   }
 }
 
@@ -3131,6 +3426,10 @@ bool hasUnsupportFunctionsForSTableQuery(SSqlCmd* pCmd, SQueryInfo* pQueryInfo)
   size_t size = tscNumOfExprs(pQueryInfo);
   for (int32_t i = 0; i < size; ++i) {
     int32_t functionId = tscExprGet(pQueryInfo, i)->base.functionId;
+    if (functionId < 0) {
+      continue;
+    }
+
     if ((aAggs[functionId].status & TSDB_FUNCSTATE_STABLE) == 0) {
       invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg3);
       return true;
@@ -3175,40 +3474,48 @@ static bool groupbyTagsOrNull(SQueryInfo* pQueryInfo) {
 
 static bool functionCompatibleCheck(SQueryInfo* pQueryInfo, bool joinQuery, bool twQuery) {
   int32_t startIdx = 0;
+  int32_t aggUdf = 0;
+  int32_t scalarUdf = 0;
+  int32_t prjNum = 0;
+  int32_t aggNum = 0;
 
   size_t numOfExpr = tscNumOfExprs(pQueryInfo);
   assert(numOfExpr > 0);
 
-  SExprInfo* pExpr = tscExprGet(pQueryInfo, startIdx);
+  int32_t factor = INT32_MAX;
-
-  // ts function can be simultaneously used with any other functions.
-  int32_t functionID = pExpr->base.functionId;
-  if (functionID == TSDB_FUNC_TS || functionID == TSDB_FUNC_TS_DUMMY) {
-    startIdx++;
-  }
-
-  int32_t factor = functionCompatList[tscExprGet(pQueryInfo, startIdx)->base.functionId];
-
-  if (tscExprGet(pQueryInfo, 0)->base.functionId == TSDB_FUNC_LAST_ROW && (joinQuery || twQuery || !groupbyTagsOrNull(pQueryInfo))) {
-    return false;
-  }
 
   // diff function cannot be executed with other function
   // arithmetic function can be executed with other arithmetic functions
   size_t size = tscNumOfExprs(pQueryInfo);
   
-  for (int32_t i = startIdx + 1; i < size; ++i) {
+  for (int32_t i = startIdx; i < size; ++i) {
     SExprInfo* pExpr1 = tscExprGet(pQueryInfo, i);
 
     int16_t functionId = pExpr1->base.functionId;
-    if (functionId == TSDB_FUNC_TAGPRJ || functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_TS) {
+    if (functionId < 0) {
+       SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * functionId - 1);
+       pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE ? ++aggUdf : ++scalarUdf;
+
        continue;
     }
 
+    if (functionId == TSDB_FUNC_TAGPRJ || functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TS_DUMMY) {
+      ++prjNum;
+
+      continue;
+    }
+
+    if (functionId == TSDB_FUNC_PRJ) {
+      ++prjNum;
+    }
+
     if (functionId == TSDB_FUNC_PRJ && (pExpr1->base.colInfo.colId == PRIMARYKEY_TIMESTAMP_COL_INDEX || TSDB_COL_IS_UD_COL(pExpr1->base.colInfo.flag))) {
       continue;
     }
 
+    if (factor == INT32_MAX) {
+      factor = functionCompatList[functionId];
+    } else {
       if (functionCompatList[functionId] != factor) {
         return false;
       } else {
@@ -3216,12 +3523,25 @@ static bool functionCompatibleCheck(SQueryInfo* pQueryInfo, bool joinQuery, bool
           return false;
         }
       }
+    }
 
     if (functionId == TSDB_FUNC_LAST_ROW && (joinQuery || twQuery || !groupbyTagsOrNull(pQueryInfo))) {
       return false;
     }
   }
 
+  aggNum = (int32_t)size - prjNum - aggUdf - scalarUdf;
+
+  assert(aggNum >= 0);
+
+  if (aggUdf > 0 && (prjNum > 0 || aggNum > 0 || scalarUdf > 0)) {
+    return false;
+  }
+
+  if (scalarUdf > 0 && aggNum > 0) {
+    return false;
+  }
+
   return true;
 }
 
@@ -3830,7 +4150,7 @@ static int32_t validateSQLExpr(SSqlCmd* pCmd, tSqlExpr* pExpr, SQueryInfo* pQuer
       return TSDB_CODE_TSC_INVALID_OPERATION;
     }
 
-    if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, &item, false) != TSDB_CODE_SUCCESS) {
+    if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, &item, false, NULL) != TSDB_CODE_SUCCESS) {
       return TSDB_CODE_TSC_INVALID_OPERATION;
     }
 
@@ -5771,6 +6091,16 @@ int32_t validateFunctionsInIntervalOrGroupbyQuery(SSqlCmd* pCmd, SQueryInfo* pQu
   for (int32_t k = 0; k < size; ++k) {
     SExprInfo* pExpr = tscExprGet(pQueryInfo, k);
 
+    if (pExpr->base.functionId < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * pExpr->base.functionId - 1);
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_SCALAR) {
+        isProjectionFunction = true;
+        break;
+      } else {
+        continue;
+      }
+    }
+
     // projection query on primary timestamp, the selectivity function needs to be present.
     if (pExpr->base.functionId == TSDB_FUNC_PRJ && pExpr->base.colInfo.colId == PRIMARYKEY_TIMESTAMP_COL_INDEX) {
       bool hasSelectivity = false;
@@ -5790,6 +6120,7 @@ int32_t validateFunctionsInIntervalOrGroupbyQuery(SSqlCmd* pCmd, SQueryInfo* pQu
     int32_t f = pExpr->base.functionId;
     if ((f == TSDB_FUNC_PRJ && pExpr->base.numOfParams == 0) || f == TSDB_FUNC_DIFF || f == TSDB_FUNC_ARITHM || f == TSDB_FUNC_DERIVATIVE) {
       isProjectionFunction = true;
+      break;
     }
   }
 
@@ -6275,11 +6606,15 @@ static void doUpdateSqlFunctionForTagPrj(SQueryInfo* pQueryInfo) {
 
   for (int32_t i = 0; i < size; ++i) {
     SExprInfo* pExpr = tscExprGet(pQueryInfo, i);
+    if (pExpr->base.functionId < 0) {
+      continue;
+    }
+
     if ((pExpr->base.functionId != TSDB_FUNC_TAG_DUMMY && pExpr->base.functionId != TSDB_FUNC_TS_DUMMY) &&
        !(pExpr->base.functionId == TSDB_FUNC_PRJ && TSDB_COL_IS_UD_COL(pExpr->base.colInfo.flag))) {
       SSchema* pColSchema = &pSchema[pExpr->base.colInfo.colIndex];
       getResultDataInfo(pColSchema->type, pColSchema->bytes, pExpr->base.functionId, (int32_t)pExpr->base.param[0].i64, &pExpr->base.resType,
-                        &pExpr->base.resBytes, &pExpr->base.interBytes, tagLength, isSTable);
+                        &pExpr->base.resBytes, &pExpr->base.interBytes, tagLength, isSTable, NULL);
     }
   }
 }
@@ -6407,6 +6742,14 @@ static int32_t checkUpdateTagPrjFunctions(SQueryInfo* pQueryInfo, char* msg) {
       continue;
     }
 
+    if (functionId < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * functionId - 1);
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+        ++numOfAggregation;
+      }
+
+      continue;
+    }
 
     if ((aAggs[functionId].status & TSDB_FUNCSTATE_SELECTIVITY) != 0) {
       numOfSelectivity++;
@@ -6634,6 +6977,10 @@ int32_t doFunctionsCompatibleCheck(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, char*
         }
       }
 
+      if (f < 0) {
+        continue;
+      }
+
       if ((!pQueryInfo->stateWindow) && (f == TSDB_FUNC_DIFF || f == TSDB_FUNC_DERIVATIVE || f == TSDB_FUNC_TWA || f == TSDB_FUNC_IRATE)) {
         for (int32_t j = 0; j < pQueryInfo->groupbyExpr.numOfGroupCols; ++j) {
           SColIndex* pColIndex = taosArrayGet(pQueryInfo->groupbyExpr.columnInfo, j);
@@ -6647,8 +6994,8 @@ int32_t doFunctionsCompatibleCheck(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, char*
         }
       }
 
-      if (IS_MULTIOUTPUT(aAggs[f].status) && f != TSDB_FUNC_TOP && f != TSDB_FUNC_BOTTOM &&
+      if (IS_MULTIOUTPUT(aAggs[f].status) && f != TSDB_FUNC_TOP && f != TSDB_FUNC_BOTTOM && f != TSDB_FUNC_DIFF &&
-          f != TSDB_FUNC_DIFF && f != TSDB_FUNC_DERIVATIVE && f != TSDB_FUNC_TAGPRJ && f != TSDB_FUNC_PRJ) {
+          f != TSDB_FUNC_DERIVATIVE && f != TSDB_FUNC_TAGPRJ && f != TSDB_FUNC_PRJ) {
         return invalidOperationMsg(msg, msg1);
       }
 
@@ -6675,6 +7022,7 @@ int32_t doFunctionsCompatibleCheck(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, char*
     return checkUpdateTagPrjFunctions(pQueryInfo, msg);
   }
 }
+
 int32_t doLocalQueryProcess(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SSqlNode* pSqlNode) {
   const char* msg1 = "only one expression allowed";
   const char* msg2 = "invalid expression in select clause";
@@ -6853,9 +7201,17 @@ void tscPrintSelNodeList(SSqlObj* pSql, int32_t subClauseIndex) {
 
     char    tmpBuf[1024] = {0};
     int32_t tmpLen = 0;
+    char   *name = NULL;
+
+    if (pExpr->base.functionId < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * pExpr->base.functionId - 1);
+      name = pUdfInfo->name;
+    } else {
+      name = aAggs[pExpr->base.functionId].name;
+    }
+
     tmpLen =
-        sprintf(tmpBuf, "%s(uid:%" PRIu64 ", %d)", aAggs[pExpr->base.functionId].name, pExpr->base.uid,
+        sprintf(tmpBuf, "%s(uid:%" PRId64 ", %d)", name, pExpr->base.uid, pExpr->base.colInfo.colId);
-            pExpr->base.colInfo.colId);
 
     if (tmpLen + offset >= totalBufSize - 1) break;
 
@@ -7384,7 +7740,7 @@ int32_t tscGetExprFilters(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, SArray* pSelect
   int32_t outputIndex = (int32_t)tscNumOfExprs(pQueryInfo);
 
   // ADD TRUE FOR TEST
-  if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, &item, true) != TSDB_CODE_SUCCESS) {
+  if (addExprAndResultField(pCmd, pQueryInfo, outputIndex, &item, true, NULL) != TSDB_CODE_SUCCESS) {
     return TSDB_CODE_TSC_INVALID_OPERATION;
   }
 
@@ -7674,6 +8030,7 @@ int32_t loadAllTableMeta(SSqlObj* pSql, struct SSqlInfo* pInfo) {
   SArray* pVgroupList   = NULL;
   SArray* plist         = NULL;
   STableMeta* pTableMeta = NULL;
+  SQueryInfo* pQueryInfo = tscGetQueryInfo(pCmd);
 
   pCmd->pTableMetaMap = taosHashInit(4, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), false, HASH_NO_LOCK);
 
@@ -7702,8 +8059,12 @@ int32_t loadAllTableMeta(SSqlObj* pSql, struct SSqlInfo* pInfo) {
   uint32_t maxSize = tscGetTableMetaMaxSize();
   char     name[TSDB_TABLE_FNAME_LEN] = {0};
 
-  char buf[80 * 1024] = {0};
+  assert(maxSize < 80 * TSDB_MAX_COLUMNS);
-  assert(maxSize < 80 * 1024);
+  if (!pSql->pBuf) {
+    if (NULL == (pSql->pBuf = tcalloc(1, 80 * TSDB_MAX_COLUMNS))) {
+      return TSDB_CODE_TSC_OUT_OF_MEMORY;
+    }
+  }
   pTableMeta = calloc(1, maxSize);
 
   plist = taosArrayInit(4, POINTER_BYTES);
@@ -7720,7 +8081,7 @@ int32_t loadAllTableMeta(SSqlObj* pSql, struct SSqlInfo* pInfo) {
 
     if (pTableMeta->id.uid > 0) {
       if (pTableMeta->tableType == TSDB_CHILD_TABLE) {
-        code = tscCreateTableMetaFromSTableMeta(pTableMeta, name, buf);
+        code = tscCreateTableMetaFromSTableMeta(pTableMeta, name, pSql->pBuf);
 
         // create the child table meta from super table failed, try load it from mnode
         if (code != TSDB_CODE_SUCCESS) {
@@ -7753,9 +8114,41 @@ int32_t loadAllTableMeta(SSqlObj* pSql, struct SSqlInfo* pInfo) {
     }
   }
 
+  size_t funcSize = 0;
+  if (pInfo->funcs) {
+    funcSize = taosArrayGetSize(pInfo->funcs);
+  }
+  if (funcSize > 0) {
+    for (size_t i = 0; i < funcSize; ++i) {
+      SStrToken* t = taosArrayGet(pInfo->funcs, i);
+      if (NULL == t) {
+        continue;
+      }
+
+      if (t->n >= TSDB_FUNC_NAME_LEN) {
+        code = tscSQLSyntaxErrMsg(tscGetErrorMsgPayload(pCmd), "too long function name", t->z);
+        if (code != TSDB_CODE_SUCCESS) {
+          goto _end;
+        }
+      }
+
+      int32_t functionId = isValidFunction(t->z, t->n);
+      if (functionId < 0) {
+        struct SUdfInfo info = {0};
+        info.name = strndup(t->z, t->n);
+        if (pQueryInfo->pUdfInfo == NULL) {
+          pQueryInfo->pUdfInfo = taosArrayInit(4, sizeof(struct SUdfInfo));
+        }
+
+        info.functionId = (int32_t)taosArrayGetSize(pQueryInfo->pUdfInfo) * (-1) - 1;;
+        taosArrayPush(pQueryInfo->pUdfInfo, &info);
+      }
+    }
+  }
+
   // load the table meta for a given table name list
-  if (taosArrayGetSize(plist) > 0 || taosArrayGetSize(pVgroupList) > 0) {
+  if (taosArrayGetSize(plist) > 0 || taosArrayGetSize(pVgroupList) > 0 || (pQueryInfo->pUdfInfo && taosArrayGetSize(pQueryInfo->pUdfInfo) > 0)) {
-    code = getMultiTableMetaFromMnode(pSql, plist, pVgroupList, tscTableMetaCallBack);
+    code = getMultiTableMetaFromMnode(pSql, plist, pVgroupList, pQueryInfo->pUdfInfo, tscTableMetaCallBack, true);
   }
 
 _end:
@@ -7884,12 +8277,21 @@ static int32_t doValidateSubquery(SSqlNode* pSqlNode, int32_t index, SSqlObj* pS
 
   // union all is not support currently
   SSqlNode* p = taosArrayGetP(subInfo->pSubquery, 0);
-
+  if (taosArrayGetSize(subInfo->pSubquery) >= 2) {
+    return invalidOperationMsg(msgBuf, "not support union in subquery");
+  }
   SQueryInfo* pSub = calloc(1, sizeof(SQueryInfo));
   tscInitQueryInfo(pSub);
 
+  SArray *pUdfInfo = NULL;
+  if (pQueryInfo->pUdfInfo) {
+    pUdfInfo = taosArrayDup(pQueryInfo->pUdfInfo);
+  }
+
+  pSub->pUdfInfo = pUdfInfo;
+  pSub->udfCopy = true;
+
   int32_t code = validateSqlNode(pSql, p, pSub);
-  assert(code != TSDB_CODE_TSC_ACTION_IN_PROGRESS);
   if (code != TSDB_CODE_SUCCESS) {
     return code;
   }
@@ -8231,6 +8633,7 @@ int32_t validateSqlNode(SSqlObj* pSql, SSqlNode* pSqlNode, SQueryInfo* pQueryInf
     pQueryInfo->simpleAgg = isSimpleAggregateRv(pQueryInfo);
     pQueryInfo->onlyTagQuery = onlyTagPrjFunction(pQueryInfo);
     pQueryInfo->groupbyColumn = tscGroupbyColumn(pQueryInfo);
+    //pQueryInfo->globalMerge = tscIsTwoStageSTableQuery(pQueryInfo, 0);
 
     pQueryInfo->arithmeticOnAgg   = tsIsArithmeticQueryOnAggResult(pQueryInfo);
     pQueryInfo->orderProjectQuery = tscOrderedProjectionQueryOnSTable(pQueryInfo, 0);
@@ -8460,9 +8863,7 @@ void normalizeSqlNode(SSqlNode* pSqlNode, const char* dbName) {
 //  2. pSqlNode->pWhere
 //  3. pSqlNode->pHaving
 //  4. pSqlNode->pSortOrder
-
 //  pSqlNode->from
-
 }
 
 #endif

src/client/src/tscServer.c

@@ -503,6 +503,7 @@ int doBuildAndSendMsg(SSqlObj *pSql) {
       pCmd->command == TSDB_SQL_INSERT ||
       pCmd->command == TSDB_SQL_CONNECT ||
       pCmd->command == TSDB_SQL_HB ||
+      pCmd->command == TSDB_SQL_RETRIEVE_FUNC ||
       pCmd->command == TSDB_SQL_STABLEVGROUP) {
     pRes->code = tscBuildMsg[pCmd->command](pSql, NULL);
   }
@@ -545,7 +546,7 @@ int tscBuildAndSendRequest(SSqlObj *pSql, SQueryInfo* pQueryInfo) {
     type = pQueryInfo->type;
 
     // while numOfTables equals to 0, it must be Heartbeat
-    assert((pQueryInfo->numOfTables == 0 && pQueryInfo->command == TSDB_SQL_HB) || pQueryInfo->numOfTables > 0);
+    assert((pQueryInfo->numOfTables == 0 && (pQueryInfo->command == TSDB_SQL_HB || pSql->cmd.command == TSDB_SQL_RETRIEVE_FUNC)) || pQueryInfo->numOfTables > 0);
   }
 
   tscDebug("0x%"PRIx64" SQL cmd:%s will be processed, name:%s, type:%d", pSql->self, sqlCmd[pCmd->command], name, type);
@@ -1032,6 +1033,34 @@ int tscBuildQueryMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
     pMsg += sizeof(int32_t);
   }
 
+  // support only one udf
+  if (pQueryInfo->pUdfInfo != NULL && taosArrayGetSize(pQueryInfo->pUdfInfo) > 0) {
+    pQueryMsg->udfContentOffset = htonl((int32_t) (pMsg - pCmd->payload));
+    for(int32_t i = 0; i < taosArrayGetSize(pQueryInfo->pUdfInfo); ++i) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, i);
+      *(int8_t*) pMsg = pUdfInfo->resType;
+      pMsg += sizeof(pUdfInfo->resType);
+
+      *(int16_t*) pMsg = htons(pUdfInfo->resBytes);
+      pMsg += sizeof(pUdfInfo->resBytes);
+
+      STR_TO_VARSTR(pMsg, pUdfInfo->name);
+
+      pMsg += varDataTLen(pMsg);
+
+      *(int32_t*) pMsg = htonl(pUdfInfo->funcType);
+      pMsg += sizeof(pUdfInfo->funcType);
+
+      *(int32_t*) pMsg = htonl(pUdfInfo->bufSize);
+      pMsg += sizeof(pUdfInfo->bufSize);
+
+      pQueryMsg->udfContentLen = htonl(pUdfInfo->contLen);
+      memcpy(pMsg, pUdfInfo->content, pUdfInfo->contLen);
+
+      pMsg += pUdfInfo->contLen;
+    }
+  }
+
   memcpy(pMsg, pSql->sqlstr, sqlLen);
   pMsg += sqlLen;
 
@@ -1067,6 +1096,18 @@ int32_t tscBuildCreateDbMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   return TSDB_CODE_SUCCESS;
 }
 
+int32_t tscBuildCreateFuncMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
+  SSqlCmd *pCmd = &pSql->cmd;
+  SCreateFuncMsg *pCreateFuncMsg = (SCreateFuncMsg *)pCmd->payload;
+
+  pCmd->msgType = TSDB_MSG_TYPE_CM_CREATE_FUNCTION;
+
+  pCmd->payloadLen = sizeof(SCreateFuncMsg) + htonl(pCreateFuncMsg->codeLen);
+
+  return TSDB_CODE_SUCCESS;
+}
+
+
 int32_t tscBuildCreateDnodeMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   SSqlCmd *pCmd = &pSql->cmd;
   pCmd->payloadLen = sizeof(SCreateDnodeMsg);
@@ -1191,6 +1232,17 @@ int32_t tscBuildDropDbMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   return TSDB_CODE_SUCCESS;
 }
 
+int32_t tscBuildDropFuncMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
+  SSqlCmd *pCmd = &pSql->cmd;
+
+  pCmd->msgType = TSDB_MSG_TYPE_CM_DROP_FUNCTION;
+
+  pCmd->payloadLen = sizeof(SDropFuncMsg);
+
+  return TSDB_CODE_SUCCESS;
+}
+
+
 int32_t tscBuildDropTableMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   SSqlCmd *pCmd = &pSql->cmd;
   pCmd->payloadLen = sizeof(SCMDropTableMsg);
@@ -1294,9 +1346,17 @@ int32_t tscBuildShowMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
     return TSDB_CODE_TSC_OUT_OF_MEMORY;
   }
 
+  SShowInfo *pShowInfo = &pInfo->pMiscInfo->showOpt;
   SShowMsg  *pShowMsg = (SShowMsg *)pCmd->payload;
 
   STableMetaInfo *pTableMetaInfo = tscGetTableMetaInfoFromCmd(pCmd,  0);
+  if (pShowInfo->showType == TSDB_MGMT_TABLE_FUNCTION) {
+    pShowMsg->type = pShowInfo->showType;
+    pShowMsg->payloadLen = 0;
+    pCmd->payloadLen = sizeof(SShowMsg);
+
+    return TSDB_CODE_SUCCESS;
+  }
 
   if (tNameIsEmpty(&pTableMetaInfo->name)) {
     pthread_mutex_lock(&pObj->mutex);
@@ -1306,7 +1366,6 @@ int32_t tscBuildShowMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
     tNameGetFullDbName(&pTableMetaInfo->name, pShowMsg->db);
   }
 
-  SShowInfo *pShowInfo = &pInfo->pMiscInfo->showOpt;
   pShowMsg->type = pShowInfo->showType;
 
   if (pShowInfo->showType != TSDB_MGMT_TABLE_VNODES) {
@@ -1819,6 +1878,29 @@ int tscBuildSTableVgroupMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   return TSDB_CODE_SUCCESS;
 }
 
+int tscBuildRetrieveFuncMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
+  SSqlCmd *pCmd = &pSql->cmd;
+
+  char *pMsg = pCmd->payload;
+  SQueryInfo* pQueryInfo = tscGetQueryInfo(pCmd);
+  int32_t numOfFuncs = (int32_t)taosArrayGetSize(pQueryInfo->pUdfInfo);
+
+  SRetrieveFuncMsg *pRetrieveFuncMsg = (SRetrieveFuncMsg *)pMsg;
+  pRetrieveFuncMsg->num = htonl(numOfFuncs);
+
+  pMsg += sizeof(SRetrieveFuncMsg);
+  for(int32_t i = 0; i < numOfFuncs; ++i) {
+    SUdfInfo* pUdf = taosArrayGet(pQueryInfo->pUdfInfo, i);
+    STR_TO_NET_VARSTR(pMsg, pUdf->name);
+    pMsg += varDataNetTLen(pMsg);
+  }
+
+  pCmd->msgType = TSDB_MSG_TYPE_CM_RETRIEVE_FUNC;
+  pCmd->payloadLen = (int32_t)(pMsg - pCmd->payload);
+
+  return TSDB_CODE_SUCCESS;
+}
+
 int tscBuildHeartBeatMsg(SSqlObj *pSql, SSqlInfo *pInfo) {
   SSqlCmd *pCmd = &pSql->cmd;
   STscObj *pObj = pSql->pTscObj;
@@ -1873,7 +1955,6 @@ static int32_t tableMetaMsgConvert(STableMetaMsg* pMetaMsg) {
   pMetaMsg->vgroup.vgId = htonl(pMetaMsg->vgroup.vgId);
 
   pMetaMsg->uid = htobe64(pMetaMsg->uid);
-//  pMetaMsg->contLen = htonl(pMetaMsg->contLen);
   pMetaMsg->numOfColumns = htons(pMetaMsg->numOfColumns);
 
   if ((pMetaMsg->tableType != TSDB_SUPER_TABLE) &&
@@ -1938,13 +2019,14 @@ static void doAddTableMetaToLocalBuf(STableMeta* pTableMeta, STableMetaMsg* pMet
     int32_t len = (int32_t) strnlen(pTableMeta->sTableName, TSDB_TABLE_FNAME_LEN);
 
     // The super tableMeta already exists, create it according to tableMeta and add it to hash map
+    if (updateSTable) {
       STableMeta* pSupTableMeta = createSuperTableMeta(pMetaMsg);
-
       uint32_t size = tscGetTableMetaSize(pSupTableMeta);
       int32_t code = taosHashPut(tscTableMetaInfo, pTableMeta->sTableName, len, pSupTableMeta, size);
       assert(code == TSDB_CODE_SUCCESS);
 
       tfree(pSupTableMeta);
+    }
 
     CChildTableMeta* cMeta = tscCreateChildMeta(pTableMeta);
     taosHashPut(tscTableMetaInfo, pMetaMsg->tableFname, strlen(pMetaMsg->tableFname), cMeta, sizeof(CChildTableMeta));
@@ -2034,12 +2116,64 @@ static SVgroupsInfo* createVgroupInfoFromMsg(char* pMsg, int32_t* size, uint64_t
   return pVgroupInfo;
 }
 
+int tscProcessRetrieveFuncRsp(SSqlObj* pSql) {
+  SSqlCmd* pCmd = &pSql->cmd;
+  SUdfFuncMsg* pFuncMsg = (SUdfFuncMsg *)pSql->res.pRsp;
+  SQueryInfo* pQueryInfo = tscGetQueryInfo(pCmd);
+
+  pFuncMsg->num = htonl(pFuncMsg->num);
+  assert(pFuncMsg->num == taosArrayGetSize(pQueryInfo->pUdfInfo));
+
+  char* pMsg = pFuncMsg->content;
+  for(int32_t i = 0; i < pFuncMsg->num; ++i) {
+    SFunctionInfoMsg* pFunc = (SFunctionInfoMsg*) pMsg;
+
+    for(int32_t j = 0; j < pFuncMsg->num; ++j) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, j);
+      if (strcmp(pUdfInfo->name, pFunc->name) != 0) {
+        continue;
+      }
+
+      if (pUdfInfo->content) {
+        continue;
+      }
+
+      pUdfInfo->resBytes = htons(pFunc->resBytes);
+      pUdfInfo->resType  = pFunc->resType;
+      pUdfInfo->funcType = htonl(pFunc->funcType);
+      pUdfInfo->contLen  = htonl(pFunc->len);
+      pUdfInfo->bufSize  = htonl(pFunc->bufSize);
+
+      pUdfInfo->content = malloc(pUdfInfo->contLen);
+      memcpy(pUdfInfo->content, pFunc->content, pUdfInfo->contLen);
+
+      pMsg += sizeof(SFunctionInfoMsg) + pUdfInfo->contLen;
+    }
+  }
+
+  // master sqlObj locates in param
+  SSqlObj* parent = (SSqlObj*)taosAcquireRef(tscObjRef, (int64_t)pSql->param);
+  if(parent == NULL) {
+    return pSql->res.code;
+  }
+
+  SQueryInfo* parQueryInfo = tscGetQueryInfo(&parent->cmd);
+
+  assert(parent->signature == parent && (int64_t)pSql->param == parent->self);
+  taosArrayDestroy(parQueryInfo->pUdfInfo);
+
+  parQueryInfo->pUdfInfo = pQueryInfo->pUdfInfo;   // assigned to parent sql obj.
+  pQueryInfo->pUdfInfo = NULL;
+  return TSDB_CODE_SUCCESS;
+}
+
 int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
   char *rsp = pSql->res.pRsp;
 
   SMultiTableMeta *pMultiMeta = (SMultiTableMeta *)rsp;
   pMultiMeta->numOfTables = htonl(pMultiMeta->numOfTables);
   pMultiMeta->numOfVgroup = htonl(pMultiMeta->numOfVgroup);
+  pMultiMeta->numOfUdf = htonl(pMultiMeta->numOfUdf);
 
   rsp += sizeof(SMultiTableMeta);
 
@@ -2049,10 +2183,10 @@ int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
   }
 
   SSqlCmd *pParentCmd = &pParentSql->cmd;
-  SHashObj *pSet = taosHashInit(4, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BIGINT), false, HASH_NO_LOCK);
+  SHashObj *pSet = taosHashInit(pMultiMeta->numOfVgroup, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BIGINT), false, HASH_NO_LOCK);
 
-  char* pMsg = pMultiMeta->meta;
   char* buf = NULL;
+  char* pMsg = pMultiMeta->meta;
   if (pMultiMeta->compressed) {
     buf = malloc(pMultiMeta->rawLen - sizeof(SMultiTableMeta));
     int32_t len = tsDecompressString(pMultiMeta->meta, pMultiMeta->contLen - sizeof(SMultiTableMeta), 1,
@@ -2073,6 +2207,7 @@ int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
       return code;
     }
 
+    bool freeMeta = false;
     STableMeta* pTableMeta = tscCreateTableMetaFromMsg(pMetaMsg);
     if (!tIsValidSchema(pTableMeta->schema, pTableMeta->tableInfo.numOfColumns, pTableMeta->tableInfo.numOfTags)) {
       tscError("0x%"PRIx64" invalid table meta from mnode, name:%s", pSql->self, pMetaMsg->tableFname);
@@ -2087,22 +2222,27 @@ int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
     SName sn = {0};
     tNameFromString(&sn, pMetaMsg->tableFname, T_NAME_ACCT | T_NAME_DB | T_NAME_TABLE);
 
+    if (pMultiMeta->metaClone == 1 || pTableMeta->tableType == TSDB_SUPER_TABLE) {
+      STableMetaVgroupInfo p = {.pTableMeta = pTableMeta,};
+
       const char* tableName = tNameGetTableName(&sn);
       size_t keyLen = strlen(tableName);
-
-    STableMetaVgroupInfo p = {.pTableMeta = pTableMeta,};
       taosHashPut(pParentCmd->pTableMetaMap, tableName, keyLen, &p, sizeof(STableMetaVgroupInfo));
+    } else {
+      freeMeta = true;
+    }
 
-    bool addToBuf = false;
+    // for each super table, only update meta information once
-    if (taosHashGet(pSet, &pMetaMsg->uid, sizeof(pMetaMsg->uid)) == NULL) {
+    bool updateStableMeta = false;
-      addToBuf = true;
+    if (pTableMeta->tableType == TSDB_CHILD_TABLE && taosHashGet(pSet, &pMetaMsg->suid, sizeof(pMetaMsg->suid)) == NULL) {
-      taosHashPut(pSet, &pMetaMsg->uid, sizeof(pMetaMsg->uid), "", 0);
+      updateStableMeta = true;
+      taosHashPut(pSet, &pTableMeta->suid, sizeof(pMetaMsg->suid), "", 0);
     }
 
     // create the tableMeta and add it into the TableMeta map
-    doAddTableMetaToLocalBuf(pTableMeta, pMetaMsg, addToBuf);
+    doAddTableMetaToLocalBuf(pTableMeta, pMetaMsg, updateStableMeta);
 
-    // if the vgroup is not updated in current process, update it.
+    // for each vgroup, only update the information once.
     int64_t vgId = pMetaMsg->vgroup.vgId;
     if (pTableMeta->tableType != TSDB_SUPER_TABLE && taosHashGet(pSet, &vgId, sizeof(vgId)) == NULL) {
       doUpdateVgroupInfo(pTableMeta, &pMetaMsg->vgroup);
@@ -2110,6 +2250,9 @@ int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
     }
 
     pMsg += pMetaMsg->contLen;
+    if (freeMeta) {
+      tfree(pTableMeta);
+    }
   }
 
   for(int32_t i = 0; i < pMultiMeta->numOfVgroup; ++i) {
@@ -2128,6 +2271,37 @@ int tscProcessMultiTableMetaRsp(SSqlObj *pSql) {
     pMsg += size;
   }
 
+  SQueryInfo* pQueryInfo = tscGetQueryInfo(pParentCmd);
+  if (pMultiMeta->numOfUdf > 0) {
+    assert(pQueryInfo->pUdfInfo != NULL);
+  }
+
+  for(int32_t i = 0; i < pMultiMeta->numOfUdf; ++i) {
+    SFunctionInfoMsg* pFunc = (SFunctionInfoMsg*) pMsg;
+
+    for(int32_t j = 0; j < pMultiMeta->numOfUdf; ++j) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, j);
+      if (strcmp(pUdfInfo->name, pFunc->name) != 0) {
+        continue;
+      }
+
+      if (pUdfInfo->content) {
+        continue;
+      }
+
+      pUdfInfo->resBytes = htons(pFunc->resBytes);
+      pUdfInfo->resType  = pFunc->resType;
+      pUdfInfo->funcType = htonl(pFunc->funcType);
+      pUdfInfo->contLen  = htonl(pFunc->len);
+      pUdfInfo->bufSize  = htonl(pFunc->bufSize);
+
+      pUdfInfo->content = malloc(pUdfInfo->contLen);
+      memcpy(pUdfInfo->content, pFunc->content, pUdfInfo->contLen);
+
+      pMsg += sizeof(SFunctionInfoMsg) + pUdfInfo->contLen;
+    }
+  }
+
   pSql->res.code = TSDB_CODE_SUCCESS;
   pSql->res.numOfTotal = pMultiMeta->numOfTables;
   tscDebug("0x%"PRIx64" load multi-tableMeta from mnode, numOfTables:%d", pSql->self, pMultiMeta->numOfTables);
@@ -2518,7 +2692,7 @@ static int32_t getTableMetaFromMnode(SSqlObj *pSql, STableMetaInfo *pTableMetaIn
   return code;
 }
 
-int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVgroupNameList, __async_cb_func_t fp) {
+int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVgroupNameList, SArray* pUdfList, __async_cb_func_t fp, bool metaClone) {
   SSqlObj *pNew = calloc(1, sizeof(SSqlObj));
   if (NULL == pNew) {
     tscError("0x%"PRIx64" failed to allocate sqlobj to get multiple table meta", pSql->self);
@@ -2531,8 +2705,9 @@ int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVg
 
   int32_t numOfTable      = (int32_t) taosArrayGetSize(pNameList);
   int32_t numOfVgroupList = (int32_t) taosArrayGetSize(pVgroupNameList);
+  int32_t numOfUdf        = pUdfList ? (int32_t)taosArrayGetSize(pUdfList) : 0;
 
-  int32_t size = (numOfTable + numOfVgroupList) * TSDB_TABLE_FNAME_LEN + sizeof(SMultiTableInfoMsg);
+  int32_t size = (numOfTable + numOfVgroupList) * TSDB_TABLE_FNAME_LEN + TSDB_FUNC_NAME_LEN * numOfUdf + sizeof(SMultiTableInfoMsg);
   if (TSDB_CODE_SUCCESS != tscAllocPayload(&pNew->cmd, size)) {
     tscError("0x%"PRIx64" malloc failed for payload to get table meta", pSql->self);
     tscFreeSqlObj(pNew);
@@ -2540,14 +2715,16 @@ int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVg
   }
 
   SMultiTableInfoMsg* pInfo = (SMultiTableInfoMsg*) pNew->cmd.payload;
+  pInfo->metaClone    = metaClone? 1:0;
   pInfo->numOfTables  = htonl((uint32_t) taosArrayGetSize(pNameList));
   pInfo->numOfVgroups = htonl((uint32_t) taosArrayGetSize(pVgroupNameList));
+  pInfo->numOfUdfs    = htonl(numOfUdf);
 
   char* start = pInfo->tableNames;
   int32_t len = 0;
   for(int32_t i = 0; i < numOfTable; ++i) {
     char* name = taosArrayGetP(pNameList, i);
-    if (i < numOfTable - 1 || numOfVgroupList > 0) {
+    if (i < numOfTable - 1 || numOfVgroupList > 0 || numOfUdf > 0) {
       len = sprintf(start, "%s,", name);
     } else {
       len = sprintf(start, "%s", name);
@@ -2558,7 +2735,7 @@ int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVg
 
   for(int32_t i = 0; i < numOfVgroupList; ++i) {
     char* name = taosArrayGetP(pVgroupNameList, i);
-    if (i < numOfVgroupList - 1) {
+    if (i < numOfVgroupList - 1 || numOfUdf > 0) {
       len = sprintf(start, "%s,", name);
     } else {
       len = sprintf(start, "%s", name);
@@ -2567,12 +2744,23 @@ int32_t getMultiTableMetaFromMnode(SSqlObj *pSql, SArray* pNameList, SArray* pVg
     start += len;
   }
 
+  for(int32_t i = 0; i < numOfUdf; ++i) {
+    SUdfInfo * u = taosArrayGet(pUdfList, i);
+    if (i < numOfUdf - 1) {
+      len = sprintf(start, "%s,", u->name);
+    } else {
+      len = sprintf(start, "%s", u->name);
+    }
+
+    start += len;
+  }
+
   pNew->cmd.payloadLen = (int32_t) ((start - pInfo->tableNames) + sizeof(SMultiTableInfoMsg));
   pNew->cmd.msgType = TSDB_MSG_TYPE_CM_TABLES_META;
 
   registerSqlObj(pNew);
-  tscDebug("0x%"PRIx64" new pSqlObj:0x%"PRIx64" to get %d tableMeta, vgroupInfo:%d, msg size:%d", pSql->self,
+  tscDebug("0x%"PRIx64" new pSqlObj:0x%"PRIx64" to get %d tableMeta, vgroupInfo:%d, udf:%d, msg size:%d", pSql->self,
-      pNew->self, numOfTable, numOfVgroupList, pNew->cmd.payloadLen);
+      pNew->self, numOfTable, numOfVgroupList, numOfUdf, pNew->cmd.payloadLen);
 
   pNew->fp = fp;
   pNew->param = (void *)pSql->self;
@@ -2616,22 +2804,24 @@ int32_t tscGetTableMetaImpl(SSqlObj* pSql, STableMetaInfo *pTableMetaInfo, bool
   taosHashGetClone(tscTableMetaInfo, name, len, NULL, pTableMetaInfo->pTableMeta, -1);
 
   // TODO resize the tableMeta
-  char buf[80*1024] = {0};
+  assert(size < 80 * TSDB_MAX_COLUMNS);
-  assert(size < 80*1024);
+  if (!pSql->pBuf) {
+    if (NULL == (pSql->pBuf = tcalloc(1, 80 * TSDB_MAX_COLUMNS))) {
+      return TSDB_CODE_TSC_OUT_OF_MEMORY;
+    }
+  }
 
   STableMeta* pMeta = pTableMetaInfo->pTableMeta;
   if (pMeta->id.uid > 0) {
     // in case of child table, here only get the
     if (pMeta->tableType == TSDB_CHILD_TABLE) {
-      int32_t code = tscCreateTableMetaFromSTableMeta(pTableMetaInfo->pTableMeta, name, buf);
+      int32_t code = tscCreateTableMetaFromSTableMeta(pTableMetaInfo->pTableMeta, name, pSql->pBuf);
       if (code != TSDB_CODE_SUCCESS) {
         return getTableMetaFromMnode(pSql, pTableMetaInfo, autocreate);
       }
     }
-
     return TSDB_CODE_SUCCESS;
   }
-
   return getTableMetaFromMnode(pSql, pTableMetaInfo, autocreate);
 }
 
@@ -2643,6 +2833,60 @@ int tscGetTableMetaEx(SSqlObj *pSql, STableMetaInfo *pTableMetaInfo, bool create
   return tscGetTableMetaImpl(pSql, pTableMetaInfo, createIfNotExists);
 }
 
+int32_t tscGetUdfFromNode(SSqlObj *pSql, SQueryInfo* pQueryInfo) {
+  SSqlObj *pNew = calloc(1, sizeof(SSqlObj));
+  if (NULL == pNew) {
+    tscError("%p malloc failed for new sqlobj to get user-defined functions", pSql);
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+
+  pNew->pTscObj = pSql->pTscObj;
+  pNew->signature = pNew;
+  pNew->cmd.command = TSDB_SQL_RETRIEVE_FUNC;
+
+  if (tscAddQueryInfo(&pNew->cmd) != TSDB_CODE_SUCCESS) {
+    tscError("%p malloc failed for new queryinfo", pSql);
+    tscFreeSqlObj(pNew);
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+
+  SQueryInfo *pNewQueryInfo = tscGetQueryInfo(&pNew->cmd);
+
+  pNewQueryInfo->pUdfInfo = taosArrayInit(4, sizeof(SUdfInfo));
+  for(int32_t i = 0; i < taosArrayGetSize(pQueryInfo->pUdfInfo); ++i) {
+    SUdfInfo info = {0};
+    SUdfInfo* p1 = taosArrayGet(pQueryInfo->pUdfInfo, i);
+    info = *p1;
+    info.name = strdup(p1->name);
+    taosArrayPush(pNewQueryInfo->pUdfInfo, &info);
+  }
+
+  pNew->cmd.active = pNewQueryInfo;
+
+  if (TSDB_CODE_SUCCESS != tscAllocPayload(&pNew->cmd, TSDB_DEFAULT_PAYLOAD_SIZE + pSql->cmd.payloadLen)) {
+    tscError("%p malloc failed for payload to get table meta", pSql);
+    tscFreeSqlObj(pNew);
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+
+  tscDebug("%p new pSqlObj:%p to retrieve udf", pSql, pNew);
+  registerSqlObj(pNew);
+
+  pNew->fp = tscTableMetaCallBack;
+  pNew->param = (void *)pSql->self;
+
+  tscDebug("%p metaRid from %" PRId64 " to %" PRId64 , pSql, pSql->metaRid, pNew->self);
+
+  pSql->metaRid = pNew->self;
+
+  int32_t code = tscBuildAndSendRequest(pNew, NULL);
+  if (code == TSDB_CODE_SUCCESS) {
+    code = TSDB_CODE_TSC_ACTION_IN_PROGRESS;  // notify application that current process needs to be terminated
+  }
+
+  return code;
+}
+
 /**
  * retrieve table meta from mnode, and then update the local table meta hashmap.
  * @param pSql          sql object
@@ -2692,7 +2936,6 @@ int tscGetSTableVgroupInfo(SSqlObj *pSql, SQueryInfo* pQueryInfo) {
   if (allVgroupInfoRetrieved(pQueryInfo)) {
     return TSDB_CODE_SUCCESS;
   }
-
   SSqlObj *pNew = calloc(1, sizeof(SSqlObj));
   pNew->pTscObj = pSql->pTscObj;
   pNew->signature = pNew;
@@ -2744,6 +2987,7 @@ void tscInitMsgsFp() {
 
   tscBuildMsg[TSDB_SQL_CREATE_DB] = tscBuildCreateDbMsg;
   tscBuildMsg[TSDB_SQL_CREATE_USER] = tscBuildUserMsg;
+  tscBuildMsg[TSDB_SQL_CREATE_FUNCTION] = tscBuildCreateFuncMsg;
 
   tscBuildMsg[TSDB_SQL_CREATE_ACCT] = tscBuildAcctMsg;
   tscBuildMsg[TSDB_SQL_ALTER_ACCT] = tscBuildAcctMsg;
@@ -2752,6 +2996,7 @@ void tscInitMsgsFp() {
   tscBuildMsg[TSDB_SQL_DROP_USER] = tscBuildDropUserAcctMsg;
   tscBuildMsg[TSDB_SQL_DROP_ACCT] = tscBuildDropUserAcctMsg;
   tscBuildMsg[TSDB_SQL_DROP_DB] = tscBuildDropDbMsg;
+  tscBuildMsg[TSDB_SQL_DROP_FUNCTION] = tscBuildDropFuncMsg;
   tscBuildMsg[TSDB_SQL_SYNC_DB_REPLICA] = tscBuildSyncDbReplicaMsg;
   tscBuildMsg[TSDB_SQL_DROP_TABLE] = tscBuildDropTableMsg;
   tscBuildMsg[TSDB_SQL_ALTER_USER] = tscBuildUserMsg;
@@ -2767,6 +3012,7 @@ void tscInitMsgsFp() {
   tscBuildMsg[TSDB_SQL_USE_DB] = tscBuildUseDbMsg;
 //  tscBuildMsg[TSDB_SQL_META] = tscBuildTableMetaMsg;
   tscBuildMsg[TSDB_SQL_STABLEVGROUP] = tscBuildSTableVgroupMsg;
+  tscBuildMsg[TSDB_SQL_RETRIEVE_FUNC] = tscBuildRetrieveFuncMsg;
 
   tscBuildMsg[TSDB_SQL_HB] = tscBuildHeartBeatMsg;
   tscBuildMsg[TSDB_SQL_SHOW] = tscBuildShowMsg;
@@ -2785,6 +3031,7 @@ void tscInitMsgsFp() {
   tscProcessMsgRsp[TSDB_SQL_META] = tscProcessTableMetaRsp;
   tscProcessMsgRsp[TSDB_SQL_STABLEVGROUP] = tscProcessSTableVgroupRsp;
   tscProcessMsgRsp[TSDB_SQL_MULTI_META] = tscProcessMultiTableMetaRsp;
+  tscProcessMsgRsp[TSDB_SQL_RETRIEVE_FUNC] = tscProcessRetrieveFuncRsp;
 
   tscProcessMsgRsp[TSDB_SQL_SHOW] = tscProcessShowRsp;
   tscProcessMsgRsp[TSDB_SQL_RETRIEVE] = tscProcessRetrieveRspFromNode;  // rsp handled by same function.
@@ -2814,3 +3061,4 @@ void tscInitMsgsFp() {
   tscKeepConn[TSDB_SQL_FETCH] = 1;
   tscKeepConn[TSDB_SQL_HB] = 1;
 }
+

src/client/src/tscSql.c

@@ -566,7 +566,7 @@ static bool tscKillQueryInDnode(SSqlObj* pSql) {
 
   SQueryInfo *pQueryInfo = tscGetQueryInfo(pCmd);
 
-  if ((pQueryInfo == NULL) || tscIsTwoStageSTableQuery(pQueryInfo, 0)) {
+  if ((pQueryInfo == NULL) || pQueryInfo->globalMerge) {
     return true;
   }
 
@@ -679,7 +679,7 @@ static void tscKillSTableQuery(SSqlObj *pSql) {
 
   SQueryInfo* pQueryInfo = tscGetQueryInfo(pCmd);
 
-  if (!tscIsTwoStageSTableQuery(pQueryInfo, 0)) {
+  if (!pQueryInfo->globalMerge) {
     return;
   }
 
@@ -730,7 +730,7 @@ void taos_stop_query(TAOS_RES *res) {
 
   SQueryInfo *pQueryInfo = tscGetQueryInfo(pCmd);
 
-  if (tscIsTwoStageSTableQuery(pQueryInfo, 0)) {
+  if (pQueryInfo->globalMerge) {
     assert(pSql->rpcRid <= 0);
     tscKillSTableQuery(pSql);
   } else {
@@ -945,28 +945,35 @@ int taos_load_table_info(TAOS *taos, const char *tableNameList) {
     return TSDB_CODE_TSC_DISCONNECTED;
   }
 
-  SSqlObj* pSql = calloc(1, sizeof(SSqlObj));
-  pSql->pTscObj = taos;
-  pSql->signature = pSql;
-  pSql->cmd.pTableMetaMap = taosHashInit(4, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), false, HASH_NO_LOCK);
-
   int32_t length = (int32_t)strlen(tableNameList);
+  if (length == 0) {
+    return TSDB_CODE_SUCCESS;
+  }
+
   if (length > MAX_TABLE_NAME_LENGTH) {
-    tscError("0x%"PRIx64" tableNameList too long, length:%d, maximum allowed:%d", pSql->self, length, MAX_TABLE_NAME_LENGTH);
+    tscError("tableNameList too long, length:%d, maximum allowed:%d", length, MAX_TABLE_NAME_LENGTH);
-    tscFreeSqlObj(pSql);
     return TSDB_CODE_TSC_INVALID_OPERATION;
   }
 
   char *str = calloc(1, length + 1);
   if (str == NULL) {
-    tscError("0x%"PRIx64" failed to allocate sql string buffer", pSql->self);
+    tscError("failed to allocate sql string buffer, size:%d", length);
-    tscFreeSqlObj(pSql);
     return TSDB_CODE_TSC_OUT_OF_MEMORY;
   }
 
   strtolower(str, tableNameList);
   SArray* plist = taosArrayInit(4, POINTER_BYTES);
   SArray* vgroupList = taosArrayInit(4, POINTER_BYTES);
+  if (plist == NULL || vgroupList == NULL) {
+    tfree(str);
+    return TSDB_CODE_TSC_OUT_OF_MEMORY;
+  }
+
+  SSqlObj* pSql = calloc(1, sizeof(SSqlObj));
+  tscAllocPayload(&pSql->cmd, 1024);
+
+  pSql->pTscObj   = taos;
+  pSql->signature = pSql;
 
   int32_t code = (uint8_t) tscTransferTableNameList(pSql, str, length, plist);
   free(str);
@@ -976,10 +983,11 @@ int taos_load_table_info(TAOS *taos, const char *tableNameList) {
     return code;
   }
 
+  pSql->cmd.pTableMetaMap = taosHashInit(taosArrayGetSize(plist), taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), false, HASH_NO_LOCK);
   registerSqlObj(pSql);
   tscDebug("0x%"PRIx64" load multiple table meta, tableNameList: %s pObj:%p", pSql->self, tableNameList, pObj);
 
-  code = getMultiTableMetaFromMnode(pSql, plist, vgroupList, loadMultiTableMetaCallback);
+  code = getMultiTableMetaFromMnode(pSql, plist, vgroupList, NULL, loadMultiTableMetaCallback, false);
   if (code == TSDB_CODE_TSC_ACTION_IN_PROGRESS) {
     code = TSDB_CODE_SUCCESS;
   }

src/client/src/tscSubquery.c

@@ -23,6 +23,7 @@
 #include "tscSubquery.h"
 #include "qTableMeta.h"
 #include "tsclient.h"
+#include "qUdf.h"
 #include "qUtil.h"
 #include "qPlan.h"
 
@@ -32,7 +33,7 @@ typedef struct SInsertSupporter {
 } SInsertSupporter;
 
 static void freeJoinSubqueryObj(SSqlObj* pSql);
-static bool tscHasRemainDataInSubqueryResultSet(SSqlObj *pSql);
+//static bool tscHasRemainDataInSubqueryResultSet(SSqlObj *pSql);
 
 static int32_t tsCompare(int32_t order, int64_t left, int64_t right) {
   if (left == right) {
@@ -711,6 +712,15 @@ static void updateQueryTimeRange(SQueryInfo* pQueryInfo, STimeWindow* win) {
   pQueryInfo->window = *win;
 }
 
+int32_t tagValCompar(const void* p1, const void* p2) {
+  const STidTags* t1 = (const STidTags*) varDataVal(p1);
+  const STidTags* t2 = (const STidTags*) varDataVal(p2);
+
+  __compar_fn_t func = getComparFunc(t1->padding, 0);
+
+  return func(t1->tag, t2->tag);
+}
+
 int32_t tidTagsCompar(const void* p1, const void* p2) {
   const STidTags* t1 = (const STidTags*) (p1);
   const STidTags* t2 = (const STidTags*) (p2);
@@ -719,28 +729,7 @@ int32_t tidTagsCompar(const void* p1, const void* p2) {
     return (t1->vgId > t2->vgId) ? 1 : -1;
   }
 
-  tstr* tag1 = (tstr*) t1->tag;
+  return tagValCompar(p1, p2);
-  tstr* tag2 = (tstr*) t2->tag;
-
-  if (tag1->len != tag2->len) {
-    return (tag1->len > tag2->len)? 1: -1;
-  }
-
-  return strncmp(tag1->data, tag2->data, tag1->len);
-}
-
-int32_t tagValCompar(const void* p1, const void* p2) {
-  const STidTags* t1 = (const STidTags*) varDataVal(p1);
-  const STidTags* t2 = (const STidTags*) varDataVal(p2);
-
-  tstr* tag1 = (tstr*) t1->tag;
-  tstr* tag2 = (tstr*) t2->tag;
-
-  if (tag1->len != tag2->len) {
-    return (tag1->len > tag2->len)? 1: -1;
-  }
-
-  return memcmp(tag1->data, tag2->data, tag1->len);
 }
 
 void tscBuildVgroupTableInfo(SSqlObj* pSql, STableMetaInfo* pTableMetaInfo, SArray* tables) {
@@ -870,6 +859,12 @@ static bool checkForDuplicateTagVal(SSchema* pColSchema, SJoinSupporter* p1, SSq
   return true;
 }
 
+static void setTidTagType(SJoinSupporter* p, uint8_t type) {
+  for (int32_t i = 0; i < p->num; ++i) {
+    STidTags * tag = (STidTags*) varDataVal(p->pIdTagList + i * p->tagSize);
+    tag->padding = type;
+  }
+}
 
 static int32_t getIntersectionOfTableTuple(SQueryInfo* pQueryInfo, SSqlObj* pParentSql, SArray* resList) {
   int16_t joinNum = pParentSql->subState.numOfSub;
@@ -889,6 +884,8 @@ static int32_t getIntersectionOfTableTuple(SQueryInfo* pQueryInfo, SSqlObj* pPar
   for (int32_t i = 0; i < joinNum; i++) {
     SJoinSupporter* p = pParentSql->pSubs[i]->param;
 
+    setTidTagType(p, pColSchema->type);
+
     ctxlist[i].p = p;
     ctxlist[i].res = taosArrayInit(p->num, size);
 
@@ -1896,7 +1893,7 @@ int32_t tscCreateJoinSubquery(SSqlObj *pSql, int16_t tableIndex, SJoinSupporter
       int16_t type  = 0;
       int32_t inter = 0;
 
-      getResultDataInfo(s->type, s->bytes, TSDB_FUNC_TID_TAG, 0, &type, &bytes, &inter, 0, 0);
+      getResultDataInfo(s->type, s->bytes, TSDB_FUNC_TID_TAG, 0, &type, &bytes, &inter, 0, 0, NULL);
 
       SSchema s1 = {.colId = s->colId, .type = (uint8_t)type, .bytes = bytes};
       pSupporter->tagSize = s1.bytes;
@@ -2295,6 +2292,7 @@ int32_t tscHandleFirstRoundStableQuery(SSqlObj *pSql) {
 
   SArray* pColList = pNewQueryInfo->colList;
   pNewQueryInfo->colList = NULL;
+  pNewQueryInfo->fillType = TSDB_FILL_NONE;
 
   tscClearSubqueryInfo(pCmd);
   tscFreeSqlResult(pSql);
@@ -2439,7 +2437,7 @@ int32_t tscHandleMasterSTableQuery(SSqlObj *pSql) {
 
   pRes->qId = 0x1;  // hack the qhandle check
 
-  const uint32_t nBufferSize = (1u << 16u);  // 64KB
+  const uint32_t nBufferSize = (1u << 18u);  // 256KB
 
   SQueryInfo     *pQueryInfo = tscGetQueryInfo(pCmd);
   STableMetaInfo *pTableMetaInfo = tscGetMetaInfo(pQueryInfo, 0);
@@ -2801,6 +2799,28 @@ static void tscAllDataRetrievedFromDnode(SRetrieveSupport *trsupport, SSqlObj* p
 
   tscFreeRetrieveSup(pSql);
 
+  // set the command flag must be after the semaphore been correctly set.
+  if (pParentSql->cmd.command != TSDB_SQL_RETRIEVE_EMPTY_RESULT) {
+    pParentSql->cmd.command = TSDB_SQL_RETRIEVE_GLOBALMERGE;
+
+    SQueryInfo *pQueryInfo2 = tscGetQueryInfo(&pParentSql->cmd);
+
+    size_t size = tscNumOfExprs(pQueryInfo);
+    for (int32_t j = 0; j < size; ++j) {
+      SExprInfo* pExprInfo = tscExprGet(pQueryInfo2, j);
+
+      int32_t functionId = pExprInfo->base.functionId;
+      if (functionId < 0) {
+        SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo2->pUdfInfo, -1 * functionId - 1);
+        code = initUdfInfo(pUdfInfo);
+        if (code != TSDB_CODE_SUCCESS) {
+          pParentSql->res.code = code;
+          tscAsyncResultOnError(pParentSql);
+        }
+      }
+    }
+  }
+
   if (pParentSql->res.code == TSDB_CODE_SUCCESS) {
     (*pParentSql->fp)(pParentSql->param, pParentSql, 0);
   } else {

src/client/src/tscSystem.c

@@ -28,6 +28,7 @@
 #include "tconfig.h"
 #include "ttimezone.h"
 #include "tlocale.h"
+#include "qScript.h"
 
 // global, not configurable
 #define TSC_VAR_NOT_RELEASE 1
@@ -148,6 +149,8 @@ void taos_init_imp(void) {
     taosInitNotes();
 
     rpcInit();
+
+    scriptEnvPoolInit();
     tscDebug("starting to initialize TAOS client ...");
     tscDebug("Local End Point is:%s", tsLocalEp);
   }
@@ -202,7 +205,9 @@ void taos_cleanup(void) {
   if (atomic_val_compare_exchange_32(&sentinel, TSC_VAR_NOT_RELEASE, TSC_VAR_RELEASED) != TSC_VAR_NOT_RELEASE) {
     return;
   }
-
+  if (tscEmbedded == 0) {
+    scriptEnvPoolCleanup();
+  }
   taosHashCleanup(tscTableMetaInfo);
   tscTableMetaInfo = NULL;
 

src/client/src/tscUtil.c

@@ -216,6 +216,15 @@ bool tscIsProjectionQueryOnSTable(SQueryInfo* pQueryInfo, int32_t tableIndex) {
   for (int32_t i = 0; i < numOfExprs; ++i) {
     int32_t functionId = tscExprGet(pQueryInfo, i)->base.functionId;
 
+    if (functionId < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * functionId - 1);
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+        return false;
+      }
+
+      continue;
+    }
+
     if (functionId != TSDB_FUNC_PRJ &&
         functionId != TSDB_FUNC_TAGPRJ &&
         functionId != TSDB_FUNC_TAG &&
@@ -266,6 +275,16 @@ bool tscIsProjectionQuery(SQueryInfo* pQueryInfo) {
         f != TSDB_FUNC_DERIVATIVE) {
       return false;
     }
+
+    if (f < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * f - 1);
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+        return false;
+      }
+
+      continue;
+    }
+
   }
 
   return true;
@@ -338,6 +357,10 @@ bool tsIsArithmeticQueryOnAggResult(SQueryInfo* pQueryInfo) {
     }
   }
 
+  if (tscIsProjectionQuery(pQueryInfo)) {
+    return false;
+  }
+
   return false;
 }
 
@@ -526,6 +549,15 @@ bool isSimpleAggregateRv(SQueryInfo* pQueryInfo) {
     }
 
     int32_t functionId = pExpr->base.functionId;
+    if (functionId < 0) {
+      SUdfInfo* pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * functionId - 1);
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+        return true;
+      }
+
+      continue;
+    }
+
     if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TS_DUMMY) {
       continue;
     }
@@ -1302,6 +1334,12 @@ void tscFreeQueryInfo(SSqlCmd* pCmd, bool removeMeta) {
       tfree(pUpQueryInfo);
     }
 
+    if (pQueryInfo->udfCopy) {
+      pQueryInfo->pUdfInfo = taosArrayDestroy(pQueryInfo->pUdfInfo);
+    } else {
+      pQueryInfo->pUdfInfo = tscDestroyUdfArrayList(pQueryInfo->pUdfInfo);
+    }
+
     freeQueryInfoImpl(pQueryInfo);
     clearAllTableMetaInfo(pQueryInfo, removeMeta);
 
@@ -1450,6 +1488,7 @@ void tscFreeSqlObj(SSqlObj* pSql) {
   pSql->signature = NULL;
   pSql->fp = NULL;
   tfree(pSql->sqlstr);
+  tfree(pSql->pBuf);
 
   tfree(pSql->pSubs);
   pSql->subState.numOfSub = 0;
@@ -1470,6 +1509,7 @@ void tscFreeSqlObj(SSqlObj* pSql) {
 void tscDestroyBoundColumnInfo(SParsedDataColInfo* pColInfo) {
   tfree(pColInfo->boundedColumns);
   tfree(pColInfo->cols);
+  tfree(pColInfo->colIdxInfo);
 }
 
 void tscDestroyDataBlock(STableDataBlocks* pDataBlock, bool removeMeta) {
@@ -1539,6 +1579,47 @@ void*  tscDestroyBlockArrayList(SArray* pDataBlockList) {
   return NULL;
 }
 
+
+void freeUdfInfo(SUdfInfo* pUdfInfo) {
+  if (pUdfInfo == NULL) {
+    return;
+  }
+
+  if (pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY]) {
+    (*(udfDestroyFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY])(&pUdfInfo->init);
+  }
+
+  tfree(pUdfInfo->name);
+
+  if (pUdfInfo->path) {
+    unlink(pUdfInfo->path);
+  }
+
+  tfree(pUdfInfo->path);
+
+  tfree(pUdfInfo->content);
+
+  taosCloseDll(pUdfInfo->handle);
+}
+
+
+void*  tscDestroyUdfArrayList(SArray* pUdfList) {
+  if (pUdfList == NULL) {
+    return NULL;
+  }
+
+  size_t size = taosArrayGetSize(pUdfList);
+  for (int32_t i = 0; i < size; i++) {
+    SUdfInfo* udf = taosArrayGet(pUdfList, i);
+    freeUdfInfo(udf);
+  }
+
+  taosArrayDestroy(pUdfList);
+  return NULL;
+}
+
+
+
 void* tscDestroyBlockHashTable(SHashObj* pBlockHashTable, bool removeMeta) {
   if (pBlockHashTable == NULL) {
     return NULL;
@@ -1689,7 +1770,103 @@ int32_t tscGetDataBlockFromList(SHashObj* pHashList, int64_t id, int32_t size, i
   return TSDB_CODE_SUCCESS;
 }
 
-static int trimDataBlock(void* pDataBlock, STableDataBlocks* pTableDataBlock, bool includeSchema) {
+static SMemRow tdGenMemRowFromBuilder(SMemRowBuilder* pBuilder) {
+  SSchema* pSchema = pBuilder->pSchema;
+  char*    p = (char*)pBuilder->buf;
+  int      toffset = 0;
+  uint16_t nCols = pBuilder->nCols;
+
+  uint8_t  memRowType = payloadType(p);
+  uint16_t nColsBound = payloadNCols(p);
+  if (pBuilder->nCols <= 0 || nColsBound <= 0) {
+    return NULL;
+  }
+  char*    pVals = POINTER_SHIFT(p, payloadValuesOffset(p));
+  SMemRow* memRow = (SMemRow)pBuilder->pDataBlock;
+  memRowSetType(memRow, memRowType);
+
+  // ----------------- Raw payload structure for row:
+  /* |<------------ Head ------------->|<----------- body of column data tuple ------------------->|
+   * |                                 |<----------------- flen ------------->|<--- value part --->|
+   * |SMemRowType| dataTLen |  nCols   |  colId  | colType | offset   |  ...  | value |...|...|... |
+   * +-----------+----------+----------+--------------------------------------|--------------------|
+   * | uint8_t   | uint32_t | uint16_t | int16_t | uint8_t | uint16_t |  ...  |.......|...|...|... |
+   * +-----------+----------+----------+--------------------------------------+--------------------|
+   *  1. offset in column data tuple starts from the value part in case of uint16_t overflow.
+   *  2. dataTLen: total length including the header and body.
+   */
+
+  if (memRowType == SMEM_ROW_DATA) {
+    SDataRow trow = (SDataRow)memRowDataBody(memRow);
+    dataRowSetLen(trow, (TDRowLenT)(TD_DATA_ROW_HEAD_SIZE + pBuilder->flen));
+    dataRowSetVersion(trow, pBuilder->sversion);
+
+    p = (char*)payloadBody(pBuilder->buf);
+    uint16_t i = 0, j = 0;
+    while (j < nCols) {
+      if (i >= nColsBound) {
+        break;
+      }
+      int16_t colId = payloadColId(p);
+      if (colId == pSchema[j].colId) {
+        // ASSERT(payloadColType(p) == pSchema[j].type);
+        tdAppendColVal(trow, POINTER_SHIFT(pVals, payloadColOffset(p)), pSchema[j].type, toffset);
+        toffset += TYPE_BYTES[pSchema[j].type];
+        p = payloadNextCol(p);
+        ++i;
+        ++j;
+      } else if (colId < pSchema[j].colId) {
+        p = payloadNextCol(p);
+        ++i;
+      } else {
+        tdAppendColVal(trow, tdGetNullVal(pSchema[j].type), pSchema[j].type, toffset);
+        toffset += TYPE_BYTES[pSchema[j].type];
+        ++j;
+      }
+    }
+
+    while (j < nCols) {
+      tdAppendColVal(trow, tdGetNullVal(pSchema[j].type), pSchema[j].type, toffset);
+      toffset += TYPE_BYTES[pSchema[j].type];
+      ++j;
+    }
+    
+    #if 0 // no need anymore
+    while (i < nColsBound) {
+      p = payloadNextCol(p);
+      ++i;
+    }
+    #endif
+
+  } else if (memRowType == SMEM_ROW_KV) {
+    SKVRow   kvRow = (SKVRow)memRowKvBody(memRow);
+    kvRowSetLen(kvRow, (TDRowLenT)(TD_KV_ROW_HEAD_SIZE + sizeof(SColIdx) * nColsBound));
+    kvRowSetNCols(kvRow, nColsBound);
+    memRowSetKvVersion(memRow, pBuilder->sversion);
+
+    p = (char*)payloadBody(pBuilder->buf);
+    int i = 0;
+    while (i < nColsBound) {
+      int16_t colId = payloadColId(p);
+      uint8_t colType = payloadColType(p);
+      tdAppendKvColVal(kvRow, POINTER_SHIFT(pVals,payloadColOffset(p)), colId, colType, toffset);
+      toffset += sizeof(SColIdx);
+      p = payloadNextCol(p);
+      ++i;
+    }
+
+  } else {
+    ASSERT(0);
+  }
+  int32_t rowTLen = memRowTLen(memRow);
+  pBuilder->pDataBlock = (char*)pBuilder->pDataBlock + rowTLen;  // next row
+  pBuilder->pSubmitBlk->dataLen += rowTLen;
+
+  return memRow;
+}
+
+// Erase the empty space reserved for binary data
+static int trimDataBlock(void* pDataBlock, STableDataBlocks* pTableDataBlock, bool includeSchema, SBlockKeyTuple *blkKeyTuple) {
   // TODO: optimize this function, handle the case while binary is not presented
   STableMeta*     pTableMeta = pTableDataBlock->pTableMeta;
   STableComInfo   tinfo = tscGetTableInfo(pTableMeta);
@@ -1729,20 +1906,18 @@ static int trimDataBlock(void* pDataBlock, STableDataBlocks* pTableDataBlock, bo
   pBlock->dataLen = 0;
   int32_t numOfRows = htons(pBlock->numOfRows);
 
+  SMemRowBuilder rowBuilder;
+  rowBuilder.pSchema = pSchema;
+  rowBuilder.sversion = pTableMeta->sversion;
+  rowBuilder.flen = flen;
+  rowBuilder.nCols = tinfo.numOfColumns;
+  rowBuilder.pDataBlock = pDataBlock;
+  rowBuilder.pSubmitBlk = pBlock;
+  rowBuilder.buf = p;
+
   for (int32_t i = 0; i < numOfRows; ++i) {
-    SDataRow trow = (SDataRow) pDataBlock;
+    rowBuilder.buf = (blkKeyTuple + i)->payloadAddr;
-    dataRowSetLen(trow, (uint16_t)(TD_DATA_ROW_HEAD_SIZE + flen));
+    tdGenMemRowFromBuilder(&rowBuilder);
-    dataRowSetVersion(trow, pTableMeta->sversion);
-
-    int toffset = 0;
-    for (int32_t j = 0; j < tinfo.numOfColumns; j++) {
-      tdAppendColVal(trow, p, pSchema[j].type, pSchema[j].bytes, toffset);
-      toffset += TYPE_BYTES[pSchema[j].type];
-      p += pSchema[j].bytes;
-    }
-
-    pDataBlock = (char*)pDataBlock + dataRowLen(trow);
-    pBlock->dataLen += dataRowLen(trow);
   }
 
   int32_t len = pBlock->dataLen + pBlock->schemaLen;
@@ -1753,7 +1928,7 @@ static int trimDataBlock(void* pDataBlock, STableDataBlocks* pTableDataBlock, bo
 }
 
 static int32_t getRowExpandSize(STableMeta* pTableMeta) {
-  int32_t result = TD_DATA_ROW_HEAD_SIZE;
+  int32_t  result = TD_MEM_ROW_DATA_HEAD_SIZE;
   int32_t columns = tscGetNumOfColumns(pTableMeta);
   SSchema* pSchema = tscGetTableSchema(pTableMeta);
   for(int32_t i = 0; i < columns; i++) {
@@ -1787,13 +1962,16 @@ static void extractTableNameList(SInsertStatementParam *pInsertParam, bool freeB
 
 int32_t tscMergeTableDataBlocks(SInsertStatementParam *pInsertParam, bool freeBlockMap) {
   const int INSERT_HEAD_SIZE = sizeof(SMsgDesc) + sizeof(SSubmitMsg);
-
+  int       code = 0;
   void*     pVnodeDataBlockHashList = taosHashInit(128, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BIGINT), true, false);
   SArray*   pVnodeDataBlockList = taosArrayInit(8, POINTER_BYTES);
 
   STableDataBlocks** p = taosHashIterate(pInsertParam->pTableBlockHashList, NULL);
 
   STableDataBlocks* pOneTableBlock = *p;
+
+  SBlockKeyInfo blkKeyInfo = {0};  // share by pOneTableBlock
+  
   while(pOneTableBlock) {
     SSubmitBlk* pBlocks = (SSubmitBlk*) pOneTableBlock->pData;
     if (pBlocks->numOfRows > 0) {
@@ -1807,6 +1985,7 @@ int32_t tscMergeTableDataBlocks(SInsertStatementParam *pInsertParam, bool freeBl
         tscError("0x%"PRIx64" failed to prepare the data block buffer for merging table data, code:%d", pInsertParam->objectId, ret);
         taosHashCleanup(pVnodeDataBlockHashList);
         tscDestroyBlockArrayList(pVnodeDataBlockList);
+        tfree(blkKeyInfo.pKeyTuple);
         return ret;
       }
 
@@ -1825,16 +2004,26 @@ int32_t tscMergeTableDataBlocks(SInsertStatementParam *pInsertParam, bool freeBl
           taosHashCleanup(pVnodeDataBlockHashList);
           tscDestroyBlockArrayList(pVnodeDataBlockList);
           tfree(dataBuf->pData);
+          tfree(blkKeyInfo.pKeyTuple);
 
           return TSDB_CODE_TSC_OUT_OF_MEMORY;
         }
       }
 
-      tscSortRemoveDataBlockDupRows(pOneTableBlock);
+      if ((code = tscSortRemoveDataBlockDupRows(pOneTableBlock, &blkKeyInfo)) != 0) {
-      char* ekey = (char*)pBlocks->data + pOneTableBlock->rowSize*(pBlocks->numOfRows-1);
+        taosHashCleanup(pVnodeDataBlockHashList);
+        tscDestroyBlockArrayList(pVnodeDataBlockList);
+        tfree(dataBuf->pData);
+        tfree(blkKeyInfo.pKeyTuple);
+        return code;
+      }
 
-      tscDebug("0x%"PRIx64" name:%s, tid:%d rows:%d sversion:%d skey:%" PRId64 ", ekey:%" PRId64, pInsertParam->objectId, tNameGetTableName(&pOneTableBlock->tableName),
+      ASSERT(blkKeyInfo.pKeyTuple != NULL && pBlocks->numOfRows > 0);
-          pBlocks->tid, pBlocks->numOfRows, pBlocks->sversion, GET_INT64_VAL(pBlocks->data), GET_INT64_VAL(ekey));
+
+      SBlockKeyTuple* pLastKeyTuple = blkKeyInfo.pKeyTuple + pBlocks->numOfRows - 1;
+      tscDebug("0x%" PRIx64 " name:%s, tid:%d rows:%d sversion:%d skey:%" PRId64 ", ekey:%" PRId64,
+               pInsertParam->objectId, tNameGetTableName(&pOneTableBlock->tableName), pBlocks->tid, pBlocks->numOfRows,
+               pBlocks->sversion, blkKeyInfo.pKeyTuple->skey, pLastKeyTuple->skey);
 
       int32_t len = pBlocks->numOfRows * (pOneTableBlock->rowSize + expandSize) + sizeof(STColumn) * tscGetNumOfColumns(pOneTableBlock->pTableMeta);
 
@@ -1845,7 +2034,7 @@ int32_t tscMergeTableDataBlocks(SInsertStatementParam *pInsertParam, bool freeBl
       pBlocks->schemaLen = 0;
 
       // erase the empty space reserved for binary data
-      int32_t finalLen = trimDataBlock(dataBuf->pData + dataBuf->size, pOneTableBlock, pInsertParam->schemaAttached);
+      int32_t finalLen = trimDataBlock(dataBuf->pData + dataBuf->size, pOneTableBlock, pInsertParam->schemaAttached, blkKeyInfo.pKeyTuple);
       assert(finalLen <= len);
 
       dataBuf->size += (finalLen + sizeof(SSubmitBlk));
@@ -1873,6 +2062,7 @@ int32_t tscMergeTableDataBlocks(SInsertStatementParam *pInsertParam, bool freeBl
   // free the table data blocks;
   pInsertParam->pDataBlocks = pVnodeDataBlockList;
   taosHashCleanup(pVnodeDataBlockHashList);
+  tfree(blkKeyInfo.pKeyTuple);
 
   return TSDB_CODE_SUCCESS;
 }
@@ -3060,6 +3250,14 @@ int32_t tscQueryInfoCopy(SQueryInfo* pQueryInfo, const SQueryInfo* pSrc) {
     tscAddTableMetaInfo(pQueryInfo, &p1->name, pMeta, p1->vgroupList, p1->tagColList, p1->pVgroupTables);
   }
 
+  SArray *pUdfInfo = NULL;
+  if (pSrc->pUdfInfo) {
+    pUdfInfo = taosArrayDup(pSrc->pUdfInfo);
+  }
+
+  pQueryInfo->pUdfInfo = pUdfInfo;
+  pQueryInfo->udfCopy = true;
+
   _error:
   return code;
 }
@@ -3106,8 +3304,10 @@ void tscVgroupTableCopy(SVgroupTableInfo* info, SVgroupTableInfo* pInfo) {
     info->vgInfo.epAddr[j].fqdn = strdup(pInfo->vgInfo.epAddr[j].fqdn);
   }
 
+  if (pInfo->itemList) {
     info->itemList = taosArrayDup(pInfo->itemList);
   }
+}
 
 SArray* tscVgroupTableInfoDup(SArray* pVgroupTables) {
   if (pVgroupTables == NULL) {
@@ -3357,6 +3557,11 @@ SSqlObj* createSubqueryObj(SSqlObj* pSql, int16_t tableIndex, __async_cb_func_t
 
   SQueryInfo* pNewQueryInfo = tscGetQueryInfo(pnCmd);
 
+  if (pQueryInfo->pUdfInfo) {
+    pNewQueryInfo->pUdfInfo = taosArrayDup(pQueryInfo->pUdfInfo);
+    pNewQueryInfo->udfCopy = true;
+  }
+
   pNewQueryInfo->command = pQueryInfo->command;
   pnCmd->active = pNewQueryInfo;
 
@@ -3376,6 +3581,7 @@ SSqlObj* createSubqueryObj(SSqlObj* pSql, int16_t tableIndex, __async_cb_func_t
   pNewQueryInfo->numOfTables = 0;
   pNewQueryInfo->pTableMetaInfo = NULL;
   pNewQueryInfo->bufLen = pQueryInfo->bufLen;
+
   pNewQueryInfo->buf = malloc(pQueryInfo->bufLen);
   if (pNewQueryInfo->buf == NULL) {
     terrno = TSDB_CODE_TSC_OUT_OF_MEMORY;
@@ -4218,7 +4424,7 @@ int32_t createProjectionExpr(SQueryInfo* pQueryInfo, STableMetaInfo* pTableMetaI
 
       int32_t inter = 0;
       getResultDataInfo(pSource->base.colType, pSource->base.colBytes, functionId, 0, &pse->resType,
-          &pse->resBytes, &inter, 0, false);
+          &pse->resBytes, &inter, 0, false, NULL);
       pse->colType  = pse->resType;
       pse->colBytes = pse->resBytes;
 
@@ -4285,8 +4491,14 @@ static int32_t createGlobalAggregateExpr(SQueryAttr* pQueryAttr, SQueryInfo* pQu
         functionId = TSDB_FUNC_STDDEV;
       }
 
+      SUdfInfo* pUdfInfo = NULL;
+
+      if (functionId < 0) {
+        pUdfInfo = taosArrayGet(pQueryInfo->pUdfInfo, -1 * functionId - 1);
+      }
+
       getResultDataInfo(pExpr->base.colType, pExpr->base.colBytes, functionId, 0, &pse->resType, &pse->resBytes, &inter,
-                        0, false);
+                        0, false, pUdfInfo);
     }
   }
 
@@ -4362,6 +4574,7 @@ int32_t tscCreateQueryFromQueryInfo(SQueryInfo* pQueryInfo, SQueryAttr* pQueryAt
   pQueryAttr->order             = pQueryInfo->order;
   pQueryAttr->fillType          = pQueryInfo->fillType;
   pQueryAttr->havingNum         = pQueryInfo->havingFieldNum;
+  pQueryAttr->pUdfInfo          = pQueryInfo->pUdfInfo;
 
   if (pQueryInfo->order.order == TSDB_ORDER_ASC) {   // TODO refactor
     pQueryAttr->window = pQueryInfo->window;
@@ -4474,8 +4687,13 @@ static int32_t doAddTableName(char* nextStr, char** str, SArray* pNameArray, SSq
     strncpy(tablename, *str, TSDB_TABLE_FNAME_LEN);
     len = (int32_t) strlen(tablename);
   } else {
-    memcpy(tablename, *str, nextStr - (*str));
     len = (int32_t)(nextStr - (*str));
+    if (len >= TSDB_TABLE_NAME_LEN) {
+      sprintf(pCmd->payload, "table name too long");
+      return TSDB_CODE_TSC_INVALID_OPERATION;
+    }
+
+    memcpy(tablename, *str, nextStr - (*str));
     tablename[len] = '\0';
   }
 
@@ -4487,9 +4705,8 @@ static int32_t doAddTableName(char* nextStr, char** str, SArray* pNameArray, SSq
 
   // Check if the table name available or not
   if (tscValidateName(&sToken) != TSDB_CODE_SUCCESS) {
-    code = TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH;
     sprintf(pCmd->payload, "table name is invalid");
-    return code;
+    return TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH;
   }
 
   SName name = {0};
@@ -4505,6 +4722,15 @@ static int32_t doAddTableName(char* nextStr, char** str, SArray* pNameArray, SSq
   return TSDB_CODE_SUCCESS;
 }
 
+int32_t nameComparFn(const void* n1, const void* n2) {
+  int32_t ret = strcmp(*(char**)n1, *(char**)n2);
+  if (ret == 0) {
+    return 0;
+  } else {
+    return ret > 0? 1:-1;
+  }
+}
+
 int tscTransferTableNameList(SSqlObj *pSql, const char *pNameList, int32_t length, SArray* pNameArray) {
   SSqlCmd *pCmd = &pSql->cmd;
 
@@ -4540,12 +4766,44 @@ int tscTransferTableNameList(SSqlObj *pSql, const char *pNameList, int32_t lengt
     }
   }
 
-  if (taosArrayGetSize(pNameArray) > TSDB_MULTI_TABLEMETA_MAX_NUM) {
+  size_t len = taosArrayGetSize(pNameArray);
+  if (len == 1) {
+    return TSDB_CODE_SUCCESS;
+  }
+
+  if (len > TSDB_MULTI_TABLEMETA_MAX_NUM) {
     code = TSDB_CODE_TSC_INVALID_TABLE_ID_LENGTH;
     sprintf(pCmd->payload, "tables over the max number");
     return code;
   }
 
+  taosArraySort(pNameArray, nameComparFn);
+
+  int32_t pos = 0;
+  for(int32_t i = 1; i < len; ++i) {
+    char** p1 = taosArrayGet(pNameArray, pos);
+    char** p2 = taosArrayGet(pNameArray, i);
+
+    if (strcmp(*p1, *p2) == 0) {
+      // do nothing
+    } else {
+      if (pos + 1 != i) {
+        char* p = taosArrayGetP(pNameArray, pos + 1);
+        tfree(p);
+        taosArraySet(pNameArray, pos + 1, p2);
+        pos += 1;
+      } else {
+        pos += 1;
+      }
+    }
+  }
+
+  for(int32_t i = pos + 1; i < pNameArray->size; ++i) {
+    char* p = taosArrayGetP(pNameArray, i);
+    tfree(p);
+  }
+
+  pNameArray->size = pos + 1;
   return TSDB_CODE_SUCCESS;
 }
 

src/common/inc/tcmdtype.h

@@ -41,8 +41,10 @@ enum {
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_MGMT, "mgmt" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_CREATE_DB, "create-db" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_CREATE_TABLE, "create-table" )
+  TSDB_DEFINE_SQL_TYPE( TSDB_SQL_CREATE_FUNCTION, "create-function" )  
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_DROP_DB, "drop-db" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_DROP_TABLE, "drop-table" )
+  TSDB_DEFINE_SQL_TYPE( TSDB_SQL_DROP_FUNCTION, "drop-function" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_CREATE_ACCT, "create-acct" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_CREATE_USER, "create-user" ) 
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_DROP_ACCT, "drop-acct" )
@@ -74,6 +76,7 @@ enum {
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_STABLEVGROUP, "stable-vgroup" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_MULTI_META, "multi-meta" )
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_HB, "heart-beat" )
+  TSDB_DEFINE_SQL_TYPE( TSDB_SQL_RETRIEVE_FUNC, "retrieve-function" )
 
   // SQL below for client local 
   TSDB_DEFINE_SQL_TYPE( TSDB_SQL_LOCAL, "local" ) 

src/common/inc/tdataformat.h

@@ -24,6 +24,35 @@
 extern "C" {
 #endif
 
+#pragma pack(push, 1)
+typedef struct {
+  VarDataLenT len;
+  uint8_t     data;
+} SBinaryNullT;
+
+typedef struct {
+  VarDataLenT len;
+  uint32_t    data;
+} SNCharNullT;
+#pragma pack(pop)
+
+extern const uint8_t      BoolNull;
+extern const uint8_t      TinyintNull;
+extern const uint16_t     SmallintNull;
+extern const uint32_t     IntNull;
+extern const uint64_t     BigintNull;
+extern const uint64_t     TimestampNull;
+extern const uint8_t      UTinyintNull;
+extern const uint16_t     USmallintNull;
+extern const uint32_t     UIntNull;
+extern const uint64_t     UBigintNull;
+extern const uint32_t     FloatNull;
+extern const uint64_t     DoubleNull;
+extern const SBinaryNullT BinaryNull;
+extern const SNCharNullT  NcharNull;
+
+const void *tdGetNullVal(int8_t type);
+
 #define STR_TO_VARSTR(x, str)                     \
   do {                                            \
     VarDataLenT __len = (VarDataLenT)strlen(str); \
@@ -31,6 +60,14 @@ extern "C" {
     memcpy(varDataVal(x), (str), __len);          \
   } while (0);
 
+#define STR_TO_NET_VARSTR(x, str)                   \
+    do {                                            \
+      VarDataLenT __len = (VarDataLenT)strlen(str); \
+      *(VarDataLenT *)(x) = htons(__len);           \
+      memcpy(varDataVal(x), (str), __len);          \
+    } while (0);
+
+
 #define STR_WITH_MAXSIZE_TO_VARSTR(x, str, _maxs)                         \
   do {                                                                    \
     char *_e = stpncpy(varDataVal(x), (str), (_maxs)-VARSTR_HEADER_SIZE); \
@@ -47,8 +84,8 @@ extern "C" {
 typedef struct {
   int8_t   type;    // Column type
   int16_t  colId;   // column ID
-  int16_t bytes;   // column bytes
+  uint16_t bytes;   // column bytes
-  int16_t offset;  // point offset in SDataRow after the header part
+  uint16_t offset;  // point offset in SDataRow after the header part.
 } STColumn;
 
 #define colType(col) ((col)->type)
@@ -159,10 +196,11 @@ static FORCE_INLINE int tkeyComparFn(const void *tkey1, const void *tkey2) {
     return 0;
   }
 }
+
 // ----------------- Data row structure
 
 /* A data row, the format is like below:
- * |<--------------------+--------------------------- len ---------------------------------->|
+ * |<------------------------------------------------ len ---------------------------------->|
  * |<--     Head      -->|<---------   flen -------------->|                                 |
  * +---------------------+---------------------------------+---------------------------------+
  * | uint16_t |  int16_t |                                 |                                 |
@@ -176,8 +214,8 @@ typedef void *SDataRow;
 
 #define TD_DATA_ROW_HEAD_SIZE (sizeof(uint16_t) + sizeof(int16_t))
 
-#define dataRowLen(r) (*(uint16_t *)(r))
+#define dataRowLen(r) (*(TDRowLenT *)(r))  // 0~65535
-#define dataRowVersion(r) *(int16_t *)POINTER_SHIFT(r, sizeof(int16_t))
+#define dataRowVersion(r) (*(int16_t *)POINTER_SHIFT(r, sizeof(int16_t)))
 #define dataRowTuple(r) POINTER_SHIFT(r, TD_DATA_ROW_HEAD_SIZE)
 #define dataRowTKey(r) (*(TKEY *)(dataRowTuple(r)))
 #define dataRowKey(r) tdGetKey(dataRowTKey(r))
@@ -193,20 +231,19 @@ void     tdInitDataRow(SDataRow row, STSchema *pSchema);
 SDataRow tdDataRowDup(SDataRow row);
 
 // offset here not include dataRow header length
-static FORCE_INLINE int tdAppendColVal(SDataRow row, void *value, int8_t type, int32_t bytes, int32_t offset) {
+static FORCE_INLINE int tdAppendColVal(SDataRow row, const void *value, int8_t type, int32_t offset) {
   ASSERT(value != NULL);
   int32_t toffset = offset + TD_DATA_ROW_HEAD_SIZE;
-  char *  ptr = (char *)POINTER_SHIFT(row, dataRowLen(row));
 
   if (IS_VAR_DATA_TYPE(type)) {
     *(VarDataOffsetT *)POINTER_SHIFT(row, toffset) = dataRowLen(row);
-    memcpy(ptr, value, varDataTLen(value));
+    memcpy(POINTER_SHIFT(row, dataRowLen(row)), value, varDataTLen(value));
     dataRowLen(row) += varDataTLen(value);
   } else {
     if (offset == 0) {
       ASSERT(type == TSDB_DATA_TYPE_TIMESTAMP);
       TKEY tvalue = tdGetTKEY(*(TSKEY *)value);
-      memcpy(POINTER_SHIFT(row, toffset), (void *)(&tvalue), TYPE_BYTES[type]);
+      memcpy(POINTER_SHIFT(row, toffset), (const void *)(&tvalue), TYPE_BYTES[type]);
     } else {
       memcpy(POINTER_SHIFT(row, toffset), value, TYPE_BYTES[type]);
     }
@@ -237,17 +274,21 @@ typedef struct SDataCol {
   TSKEY           ts;         // only used in last NULL column
 } SDataCol;
 
+#define isAllRowsNull(pCol) ((pCol)->len == 0)
 static FORCE_INLINE void dataColReset(SDataCol *pDataCol) { pDataCol->len = 0; }
 
 void dataColInit(SDataCol *pDataCol, STColumn *pCol, void **pBuf, int maxPoints);
-void dataColAppendVal(SDataCol *pCol, void *value, int numOfRows, int maxPoints);
+void dataColAppendVal(SDataCol *pCol, const void *value, int numOfRows, int maxPoints);
 void dataColSetOffset(SDataCol *pCol, int nEle);
 
 bool isNEleNull(SDataCol *pCol, int nEle);
 void dataColSetNEleNull(SDataCol *pCol, int nEle, int maxPoints);
 
 // Get the data pointer from a column-wised data
-static FORCE_INLINE void *tdGetColDataOfRow(SDataCol *pCol, int row) {
+static FORCE_INLINE const void *tdGetColDataOfRow(SDataCol *pCol, int row) {
+  if (isAllRowsNull(pCol)) {
+    return tdGetNullVal(pCol->type);
+  }
   if (IS_VAR_DATA_TYPE(pCol->type)) {
     return POINTER_SHIFT(pCol->pData, pCol->dataOff[row]);
   } else {
@@ -279,7 +320,7 @@ typedef struct {
 } SDataCols;
 
 #define keyCol(pCols) (&((pCols)->cols[0]))  // Key column
-#define dataColsTKeyAt(pCols, idx) ((TKEY *)(keyCol(pCols)->pData))[(idx)]
+#define dataColsTKeyAt(pCols, idx) ((TKEY *)(keyCol(pCols)->pData))[(idx)]  // the idx row of column-wised data
 #define dataColsKeyAt(pCols, idx) tdGetKey(dataColsTKeyAt(pCols, idx))
 static FORCE_INLINE TKEY dataColsTKeyFirst(SDataCols *pCols) {
   if (pCols->numOfRows) {
@@ -323,13 +364,13 @@ void       tdResetDataCols(SDataCols *pCols);
 int        tdInitDataCols(SDataCols *pCols, STSchema *pSchema);
 SDataCols *tdDupDataCols(SDataCols *pCols, bool keepData);
 SDataCols *tdFreeDataCols(SDataCols *pCols);
-void       tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols);
 int        tdMergeDataCols(SDataCols *target, SDataCols *source, int rowsToMerge, int *pOffset);
 
 // ----------------- K-V data row structure
-/*
+/* |<-------------------------------------- len -------------------------------------------->|
+ * |<----- header  ----->|<--------------------------- body -------------------------------->|
  * +----------+----------+---------------------------------+---------------------------------+
- * |  int16_t |  int16_t |                                 |                                 |
+ * | uint16_t |  int16_t |                                 |                                 |
  * +----------+----------+---------------------------------+---------------------------------+
  * |    len   |   ncols  |           cols index            |             data part           |
  * +----------+----------+---------------------------------+---------------------------------+
@@ -338,13 +379,13 @@ typedef void *SKVRow;
 
 typedef struct {
   int16_t  colId;
-  int16_t offset;
+  uint16_t offset;
 } SColIdx;
 
-#define TD_KV_ROW_HEAD_SIZE (2 * sizeof(int16_t))
+#define TD_KV_ROW_HEAD_SIZE (sizeof(uint16_t) + sizeof(int16_t))
 
-#define kvRowLen(r) (*(int16_t *)(r))
+#define kvRowLen(r) (*(TDRowLenT *)(r))
-#define kvRowNCols(r) (*(int16_t *)POINTER_SHIFT(r, sizeof(int16_t)))
+#define kvRowNCols(r) (*(int16_t *)POINTER_SHIFT(r, sizeof(uint16_t)))
 #define kvRowSetLen(r, len) kvRowLen(r) = (len)
 #define kvRowSetNCols(r, n) kvRowNCols(r) = (n)
 #define kvRowColIdx(r) (SColIdx *)POINTER_SHIFT(r, TD_KV_ROW_HEAD_SIZE)
@@ -354,6 +395,9 @@ typedef struct {
 #define kvRowColIdxAt(r, i) (kvRowColIdx(r) + (i))
 #define kvRowFree(r) tfree(r)
 #define kvRowEnd(r) POINTER_SHIFT(r, kvRowLen(r))
+#define kvRowTKey(r) (*(TKEY *)(kvRowValues(r)))
+#define kvRowKey(r) tdGetKey(kvRowTKey(r))
+#define kvRowDeleted(r) TKEY_IS_DELETED(kvRowTKey(r))
 
 SKVRow tdKVRowDup(SKVRow row);
 int    tdSetKVRowDataOfCol(SKVRow *orow, int16_t colId, int8_t type, void *value);
@@ -377,13 +421,44 @@ static FORCE_INLINE void *tdGetKVRowValOfCol(SKVRow row, int16_t colId) {
   return kvRowColVal(row, (SColIdx *)ret);
 }
 
+static FORCE_INLINE void *tdGetKVRowIdxOfCol(SKVRow row, int16_t colId) {
+  return taosbsearch(&colId, kvRowColIdx(row), kvRowNCols(row), sizeof(SColIdx), comparTagId, TD_EQ);
+}
+
+// offset here not include kvRow header length
+static FORCE_INLINE int tdAppendKvColVal(SKVRow row, const void *value, int16_t colId, int8_t type, int32_t offset) {
+  ASSERT(value != NULL);
+  int32_t  toffset = offset + TD_KV_ROW_HEAD_SIZE;
+  SColIdx *pColIdx = (SColIdx *)POINTER_SHIFT(row, toffset);
+  char *   ptr = (char *)POINTER_SHIFT(row, kvRowLen(row));
+
+  pColIdx->colId = colId;
+  pColIdx->offset = kvRowLen(row);  // offset of pColIdx including the TD_KV_ROW_HEAD_SIZE
+
+  if (IS_VAR_DATA_TYPE(type)) {
+    memcpy(ptr, value, varDataTLen(value));
+    kvRowLen(row) += varDataTLen(value);
+  } else {
+    if (offset == 0) {
+      ASSERT(type == TSDB_DATA_TYPE_TIMESTAMP);
+      TKEY tvalue = tdGetTKEY(*(TSKEY *)value);
+      memcpy(ptr, (void *)(&tvalue), TYPE_BYTES[type]);
+    } else {
+      memcpy(ptr, value, TYPE_BYTES[type]);
+    }
+    kvRowLen(row) += TYPE_BYTES[type];
+  }
+
+  return 0;
+}
+
 // ----------------- K-V data row builder
 typedef struct {
   int16_t  tCols;
   int16_t  nCols;
   SColIdx *pColIdx;
-  int16_t  alloc;
+  uint16_t alloc;
-  int16_t  size;
+  uint16_t size;
   void *   buf;
 } SKVRowBuilder;
 
@@ -419,6 +494,144 @@ static FORCE_INLINE int tdAddColToKVRow(SKVRowBuilder *pBuilder, int16_t colId,
   return 0;
 }
 
+// ----------------- SMemRow appended with sequential data row structure
+/*
+ * |---------|------------------------------------------------- len ---------------------------------->|
+ * |<--------     Head      ------>|<---------   flen -------------->|                                 |
+ * |---------+---------------------+---------------------------------+---------------------------------+
+ * | uint8_t | uint16_t |  int16_t |                                 |                                 |
+ * |---------+----------+----------+---------------------------------+---------------------------------+
+ * |  flag   |   len    | sversion |           First part            |             Second part         |
+ * +---------+----------+----------+---------------------------------+---------------------------------+
+ *
+ * NOTE: timestamp in this row structure is TKEY instead of TSKEY
+ */
+
+// ----------------- SMemRow appended with extended K-V data row structure
+/* |--------------------|------------------------------------------------  len ---------------------------------->|
+ * |<-------------     Head      ------------>|<---------   flen -------------->|                                 |
+ * |--------------------+----------+--------------------------------------------+---------------------------------+
+ * | uint8_t | int16_t  | uint16_t |  int16_t |                                 |                                 |
+ * |---------+----------+----------+----------+---------------------------------+---------------------------------+
+ * |   flag  | sversion |   len    |   ncols  |           cols index            |             data part           |
+ * |---------+----------+----------+----------+---------------------------------+---------------------------------+
+ */
+
+typedef void *SMemRow;
+
+#define TD_MEM_ROW_TYPE_SIZE sizeof(uint8_t)
+#define TD_MEM_ROW_KV_VER_SIZE sizeof(int16_t)
+#define TD_MEM_ROW_KV_TYPE_VER_SIZE (TD_MEM_ROW_TYPE_SIZE + TD_MEM_ROW_KV_VER_SIZE)
+#define TD_MEM_ROW_DATA_HEAD_SIZE (TD_MEM_ROW_TYPE_SIZE + TD_DATA_ROW_HEAD_SIZE)
+// #define TD_MEM_ROW_KV_HEAD_SIZE (TD_MEM_ROW_TYPE_SIZE + TD_MEM_ROW_KV_VER_SIZE + TD_KV_ROW_HEAD_SIZE)
+
+#define SMEM_ROW_DATA 0U  // SDataRow
+#define SMEM_ROW_KV 1U    // SKVRow
+
+#define memRowType(r) (*(uint8_t *)(r))
+#define isDataRow(r) (SMEM_ROW_DATA == memRowType(r))
+#define isKvRow(r) (SMEM_ROW_KV == memRowType(r))
+
+#define memRowDataBody(r) POINTER_SHIFT(r, TD_MEM_ROW_TYPE_SIZE)  // section after flag
+#define memRowKvBody(r) \
+  POINTER_SHIFT(r, TD_MEM_ROW_KV_TYPE_VER_SIZE)  // section after flag + sversion as to reuse SKVRow
+
+#define memRowDataLen(r) (*(TDRowLenT *)memRowDataBody(r))  //  0~65535
+#define memRowKvLen(r) (*(TDRowLenT *)memRowKvBody(r))      //  0~65535
+
+#define memRowDataTLen(r) \
+  ((TDRowTLenT)(memRowDataLen(r) + TD_MEM_ROW_TYPE_SIZE))  // using uint32_t/int32_t to store the TLen
+
+#define memRowKvTLen(r) ((TDRowTLenT)(memRowKvLen(r) + TD_MEM_ROW_KV_TYPE_VER_SIZE))
+
+#define memRowLen(r) (isDataRow(r) ? memRowDataLen(r) : memRowKvLen(r))
+#define memRowTLen(r) (isDataRow(r) ? memRowDataTLen(r) : memRowKvTLen(r))  // using uint32_t/int32_t to store the TLen
+
+#define memRowDataVersion(r) dataRowVersion(memRowDataBody(r))
+#define memRowKvVersion(r) (*(int16_t *)POINTER_SHIFT(r, TD_MEM_ROW_TYPE_SIZE))
+#define memRowVersion(r) (isDataRow(r) ? memRowDataVersion(r) : memRowKvVersion(r))  // schema version
+#define memRowSetKvVersion(r, v) (memRowKvVersion(r) = (v))
+#define memRowTuple(r) (isDataRow(r) ? dataRowTuple(memRowDataBody(r)) : kvRowValues(memRowKvBody(r)))
+
+#define memRowTKey(r) (isDataRow(r) ? dataRowTKey(memRowDataBody(r)) : kvRowTKey(memRowKvBody(r)))
+#define memRowKey(r) (isDataRow(r) ? dataRowKey(memRowDataBody(r)) : kvRowKey(memRowKvBody(r)))
+#define memRowSetTKey(r, k)                 \
+  do {                                      \
+    if (isDataRow(r)) {                     \
+      dataRowTKey(memRowDataBody(r)) = (k); \
+    } else {                                \
+      kvRowTKey(memRowKvBody(r)) = (k);     \
+    }                                       \
+  } while (0)
+
+#define memRowSetType(r, t) (memRowType(r) = (t))
+#define memRowSetLen(r, l) (isDataRow(r) ? memRowDataLen(r) = (l) : memRowKvLen(r) = (l))
+#define memRowSetVersion(r, v) (isDataRow(r) ? dataRowSetVersion(memRowDataBody(r), v) : memRowKvSetVersion(r, v))
+#define memRowCpy(dst, r) memcpy((dst), (r), memRowTLen(r))
+#define memRowMaxBytesFromSchema(s) (schemaTLen(s) + TD_MEM_ROW_DATA_HEAD_SIZE)
+#define memRowDeleted(r) TKEY_IS_DELETED(memRowTKey(r))
+
+SMemRow tdMemRowDup(SMemRow row);
+void    tdAppendMemRowToDataCol(SMemRow row, STSchema *pSchema, SDataCols *pCols);
+// NOTE: offset here including the header size
+static FORCE_INLINE void *tdGetKvRowDataOfCol(void *row, int32_t offset) { return POINTER_SHIFT(row, offset); }
+// NOTE: offset here including the header size
+static FORCE_INLINE void *tdGetMemRowDataOfCol(void *row, int8_t type, int32_t offset) {
+  if (isDataRow(row)) {
+    return tdGetRowDataOfCol(row, type, offset);
+  } else if (isKvRow(row)) {
+    return tdGetKvRowDataOfCol(row, offset);
+  } else {
+    ASSERT(0);
+  }
+  return NULL;
+}
+
+// ----------------- Raw payload structure for row:
+/* |<------------ Head ------------->|<----------- body of column data tuple ------------------->|
+ * |                                 |<----------------- flen ------------->|<--- value part --->|
+ * |SMemRowType| dataTLen |  nCols   |  colId  | colType | offset   |  ...  | value |...|...|... |
+ * +-----------+----------+----------+--------------------------------------|--------------------|
+ * | uint8_t   | uint32_t | uint16_t | int16_t | uint8_t | uint16_t |  ...  |.......|...|...|... |
+ * +-----------+----------+----------+--------------------------------------+--------------------|
+ *  1. offset in column data tuple starts from the value part in case of uint16_t overflow.
+ *  2. dataTLen: total length including the header and body.
+ */
+
+#define PAYLOAD_NCOLS_LEN sizeof(uint16_t)
+#define PAYLOAD_NCOLS_OFFSET (sizeof(uint8_t) + sizeof(TDRowTLenT))
+#define PAYLOAD_HEADER_LEN (PAYLOAD_NCOLS_OFFSET + PAYLOAD_NCOLS_LEN)
+#define PAYLOAD_ID_LEN sizeof(int16_t)
+#define PAYLOAD_ID_TYPE_LEN (sizeof(int16_t) + sizeof(uint8_t))
+#define PAYLOAD_COL_HEAD_LEN (PAYLOAD_ID_TYPE_LEN + sizeof(uint16_t))
+#define PAYLOAD_PRIMARY_COL_LEN (PAYLOAD_ID_TYPE_LEN + sizeof(TSKEY))
+
+#define payloadBody(r) POINTER_SHIFT(r, PAYLOAD_HEADER_LEN)
+#define payloadType(r) (*(uint8_t *)(r))
+#define payloadSetType(r, t) (payloadType(r) = (t))
+#define payloadTLen(r) (*(TDRowTLenT *)POINTER_SHIFT(r, TD_MEM_ROW_TYPE_SIZE))  // including total header
+#define payloadSetTLen(r, l) (payloadTLen(r) = (l))
+#define payloadNCols(r) (*(TDRowLenT *)POINTER_SHIFT(r, PAYLOAD_NCOLS_OFFSET))
+#define payloadSetNCols(r, n) (payloadNCols(r) = (n))
+#define payloadValuesOffset(r) \
+  (PAYLOAD_HEADER_LEN + payloadNCols(r) * PAYLOAD_COL_HEAD_LEN)    // avoid using the macro in loop
+#define payloadValues(r) POINTER_SHIFT(r, payloadValuesOffset(r))  // avoid using the macro in loop
+#define payloadColId(c) (*(int16_t *)(c))
+#define payloadColType(c) (*(uint8_t *)POINTER_SHIFT(c, PAYLOAD_ID_LEN))
+#define payloadColOffset(c) (*(uint16_t *)POINTER_SHIFT(c, PAYLOAD_ID_TYPE_LEN))
+#define payloadColValue(c) POINTER_SHIFT(c, payloadColOffset(c))
+
+#define payloadColSetId(c, i) (payloadColId(c) = (i))
+#define payloadColSetType(c, t) (payloadColType(c) = (t))
+#define payloadColSetOffset(c, o) (payloadColOffset(c) = (o))
+
+#define payloadTSKey(r) (*(TSKEY *)POINTER_SHIFT(r, payloadValuesOffset(r)))
+#define payloadTKey(r) (*(TKEY *)POINTER_SHIFT(r, payloadValuesOffset(r)))
+#define payloadKey(r) tdGetKey(payloadTKey(r))
+
+
+static FORCE_INLINE char *payloadNextCol(char *pCol) { return (char *)POINTER_SHIFT(pCol, PAYLOAD_COL_HEAD_LEN); }
+
 #ifdef __cplusplus
 }
 #endif

src/common/src/tdataformat.c

@@ -18,6 +18,21 @@
 #include "tcoding.h"
 #include "wchar.h"
 
+const uint8_t      BoolNull = TSDB_DATA_BOOL_NULL;
+const uint8_t      TinyintNull = TSDB_DATA_TINYINT_NULL;
+const uint16_t     SmallintNull = TSDB_DATA_SMALLINT_NULL;
+const uint32_t     IntNull = TSDB_DATA_INT_NULL;
+const uint64_t     BigintNull = TSDB_DATA_BIGINT_NULL;
+const uint64_t     TimestampNull = TSDB_DATA_BIGINT_NULL;
+const uint8_t      UTinyintNull = TSDB_DATA_UTINYINT_NULL;
+const uint16_t     USmallintNull = TSDB_DATA_USMALLINT_NULL;
+const uint32_t     UIntNull = TSDB_DATA_UINT_NULL;
+const uint64_t     UBigintNull = TSDB_DATA_UBIGINT_NULL;
+const uint32_t     FloatNull = TSDB_DATA_FLOAT_NULL;
+const uint64_t     DoubleNull = TSDB_DATA_DOUBLE_NULL;
+const SBinaryNullT BinaryNull = {1, TSDB_DATA_BINARY_NULL};
+const SNCharNullT  NcharNull = {4, TSDB_DATA_NCHAR_NULL};
+
 static void tdMergeTwoDataCols(SDataCols *target, SDataCols *src1, int *iter1, int limit1, SDataCols *src2, int *iter2,
                                int limit2, int tRows);
 
@@ -198,6 +213,14 @@ SDataRow tdDataRowDup(SDataRow row) {
   return trow;
 }
 
+SMemRow tdMemRowDup(SMemRow row) {
+  SMemRow trow = malloc(memRowTLen(row));
+  if (trow == NULL) return NULL;
+
+  memRowCpy(trow, row);
+  return trow;
+}
+
 void dataColInit(SDataCol *pDataCol, STColumn *pCol, void **pBuf, int maxPoints) {
   pDataCol->type = colType(pCol);
   pDataCol->colId = colColId(pCol);
@@ -217,11 +240,22 @@ void dataColInit(SDataCol *pDataCol, STColumn *pCol, void **pBuf, int maxPoints)
     *pBuf = POINTER_SHIFT(*pBuf, pDataCol->spaceSize);
   }
 }
-
 // value from timestamp should be TKEY here instead of TSKEY
-void dataColAppendVal(SDataCol *pCol, void *value, int numOfRows, int maxPoints) {
+void dataColAppendVal(SDataCol *pCol, const void *value, int numOfRows, int maxPoints) {
   ASSERT(pCol != NULL && value != NULL);
 
+  if (isAllRowsNull(pCol)) {
+    if (isNull(value, pCol->type)) {
+      // all null value yet, just return
+      return;
+    }
+
+    if (numOfRows > 0) {
+      // Find the first not null value, fill all previouse values as NULL
+      dataColSetNEleNull(pCol, numOfRows, maxPoints);
+    }
+  }
+
   if (IS_VAR_DATA_TYPE(pCol->type)) {
     // set offset
     pCol->dataOff[numOfRows] = pCol->len;
@@ -243,7 +277,7 @@ bool isNEleNull(SDataCol *pCol, int nEle) {
   return true;
 }
 
-void dataColSetNullAt(SDataCol *pCol, int index) {
+FORCE_INLINE void dataColSetNullAt(SDataCol *pCol, int index) {
   if (IS_VAR_DATA_TYPE(pCol->type)) {
     pCol->dataOff[index] = pCol->len;
     char *ptr = POINTER_SHIFT(pCol->pData, pCol->len);
@@ -399,8 +433,7 @@ void tdResetDataCols(SDataCols *pCols) {
     }
   }
 }
-
+static void tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols) {
-void tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols) {
   ASSERT(pCols->numOfRows == 0 || dataColsKeyLast(pCols) < dataRowKey(row));
 
   int rcol = 0;
@@ -419,7 +452,8 @@ void tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols)
     while (dcol < pCols->numOfCols) {
       SDataCol *pDataCol = &(pCols->cols[dcol]);
       if (rcol >= schemaNCols(pSchema)) {
-        dataColSetNullAt(pDataCol, pCols->numOfRows);
+        // dataColSetNullAt(pDataCol, pCols->numOfRows);
+        dataColAppendVal(pDataCol, tdGetNullVal(pDataCol->type), pCols->numOfRows, pCols->maxPoints);
         dcol++;
         continue;
       }
@@ -433,7 +467,8 @@ void tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols)
       } else if (pRowCol->colId < pDataCol->colId) {
         rcol++;
       } else {
-        dataColSetNullAt(pDataCol, pCols->numOfRows);
+        // dataColSetNullAt(pDataCol, pCols->numOfRows);
+        dataColAppendVal(pDataCol, tdGetNullVal(pDataCol->type), pCols->numOfRows, pCols->maxPoints);
         dcol++;
       }
     }
@@ -441,6 +476,62 @@ void tdAppendDataRowToDataCol(SDataRow row, STSchema *pSchema, SDataCols *pCols)
   pCols->numOfRows++;
 }
 
+static void tdAppendKvRowToDataCol(SKVRow row, STSchema *pSchema, SDataCols *pCols) {
+  ASSERT(pCols->numOfRows == 0 || dataColsKeyLast(pCols) < kvRowKey(row));
+
+  int rcol = 0;
+  int dcol = 0;
+
+  if (kvRowDeleted(row)) {
+    for (; dcol < pCols->numOfCols; dcol++) {
+      SDataCol *pDataCol = &(pCols->cols[dcol]);
+      if (dcol == 0) {
+        dataColAppendVal(pDataCol, kvRowValues(row), pCols->numOfRows, pCols->maxPoints);
+      } else {
+        dataColSetNullAt(pDataCol, pCols->numOfRows);
+      }
+    }
+  } else {
+    int nRowCols = kvRowNCols(row);
+
+    while (dcol < pCols->numOfCols) {
+      SDataCol *pDataCol = &(pCols->cols[dcol]);
+      if (rcol >= nRowCols || rcol >= schemaNCols(pSchema)) {
+        // dataColSetNullAt(pDataCol, pCols->numOfRows);
+        dataColAppendVal(pDataCol, tdGetNullVal(pDataCol->type), pCols->numOfRows, pCols->maxPoints);
+        ++dcol;
+        continue;
+      }
+
+      SColIdx *colIdx = kvRowColIdxAt(row, rcol);
+
+      if (colIdx->colId == pDataCol->colId) {
+        void *value = tdGetKvRowDataOfCol(row, colIdx->offset);
+        dataColAppendVal(pDataCol, value, pCols->numOfRows, pCols->maxPoints);
+        ++dcol;
+        ++rcol;
+      } else if (colIdx->colId < pDataCol->colId) {
+        ++rcol;
+      } else {
+        // dataColSetNullAt(pDataCol, pCols->numOfRows);
+        dataColAppendVal(pDataCol, tdGetNullVal(pDataCol->type), pCols->numOfRows, pCols->maxPoints);
+        ++dcol;
+      }
+    }
+  }
+  pCols->numOfRows++;
+}
+
+void tdAppendMemRowToDataCol(SMemRow row, STSchema *pSchema, SDataCols *pCols) {
+  if (isDataRow(row)) {
+    tdAppendDataRowToDataCol(memRowDataBody(row), pSchema, pCols);
+  } else if (isKvRow(row)) {
+    tdAppendKvRowToDataCol(memRowKvBody(row), pSchema, pCols);
+  } else {
+    ASSERT(0);
+  }
+}
+
 int tdMergeDataCols(SDataCols *target, SDataCols *source, int rowsToMerge, int *pOffset) {
   ASSERT(rowsToMerge > 0 && rowsToMerge <= source->numOfRows);
   ASSERT(target->numOfCols == source->numOfCols);
@@ -563,7 +654,7 @@ int tdSetKVRowDataOfCol(SKVRow *orow, int16_t colId, int8_t type, void *value) {
     nrow = malloc(kvRowLen(row) + sizeof(SColIdx) + diff);
     if (nrow == NULL) return -1;
 
-    kvRowSetLen(nrow, kvRowLen(row) + (int16_t)sizeof(SColIdx) + diff);
+    kvRowSetLen(nrow, kvRowLen(row) + (uint16_t)sizeof(SColIdx) + diff);
     kvRowSetNCols(nrow, kvRowNCols(row) + 1);
 
     if (ptr == NULL) {
@@ -605,8 +696,8 @@ int tdSetKVRowDataOfCol(SKVRow *orow, int16_t colId, int8_t type, void *value) {
       if (varDataTLen(value) == varDataTLen(pOldVal)) { // just update the column value in place
         memcpy(pOldVal, value, varDataTLen(value));
       } else { // need to reallocate the memory
-        int16_t diff = varDataTLen(value) - varDataTLen(pOldVal);
+        uint16_t diff = varDataTLen(value) - varDataTLen(pOldVal);
-        int16_t nlen = kvRowLen(row) + diff;
+        uint16_t nlen = kvRowLen(row) + diff;
         ASSERT(nlen > 0);
         nrow = malloc(nlen);
         if (nrow == NULL) return -1;
@@ -709,3 +800,39 @@ SKVRow tdGetKVRowFromBuilder(SKVRowBuilder *pBuilder) {
 
   return row;
 }
+
+const void *tdGetNullVal(int8_t type) {
+  switch (type) {
+    case TSDB_DATA_TYPE_BOOL:
+      return &BoolNull;
+    case TSDB_DATA_TYPE_TINYINT:
+      return &TinyintNull;
+    case TSDB_DATA_TYPE_SMALLINT:
+      return &SmallintNull;
+    case TSDB_DATA_TYPE_INT:
+      return &IntNull;
+    case TSDB_DATA_TYPE_BIGINT:
+      return &BigintNull;
+    case TSDB_DATA_TYPE_FLOAT:
+      return &FloatNull;
+    case TSDB_DATA_TYPE_DOUBLE:
+      return &DoubleNull;
+    case TSDB_DATA_TYPE_BINARY:
+      return &BinaryNull;
+    case TSDB_DATA_TYPE_TIMESTAMP:
+      return &TimestampNull;
+    case TSDB_DATA_TYPE_NCHAR:
+      return &NcharNull;
+    case TSDB_DATA_TYPE_UTINYINT:
+      return &UTinyintNull;
+    case TSDB_DATA_TYPE_USMALLINT:
+      return &USmallintNull;
+    case TSDB_DATA_TYPE_UINT:
+      return &UIntNull;
+    case TSDB_DATA_TYPE_UBIGINT:
+      return &UBigintNull;
+    default:
+      ASSERT(0);
+      return NULL;
+  }
+}

src/connector/jdbc/src/main/java/com/taosdata/jdbc/TSDBResultSetRowData.java

@@ -19,6 +19,7 @@ import com.taosdata.jdbc.utils.NullType;
 import java.math.BigDecimal;
 import java.sql.SQLException;
 import java.sql.Timestamp;
+import java.time.Instant;
 import java.util.ArrayList;
 import java.util.Collections;
 
@@ -463,6 +464,25 @@ public class TSDBResultSetRowData {
         data.set(col, tsObj);
     }
 
+    /**
+     * this implementation is used for TDengine old version
+     */
+    public void setTimestamp(int col, long ts) {
+        //TODO: this implementation contains logical error
+        // when precision is us the (long ts) is 16 digital number
+        // when precision is ms, the (long ts) is 13 digital number
+        // we need a JNI function like this:
+        //      public void setTimestamp(int col, long epochSecond, long nanoAdjustment)
+        if (ts < 1_0000_0000_0000_0L) {
+            data.set(col, new Timestamp(ts));
+        } else {
+            long epochSec = ts / 1000_000L;
+            long nanoAdjustment = ts % 1000_000L * 1000L;
+            Timestamp timestamp = Timestamp.from(Instant.ofEpochSecond(epochSec, nanoAdjustment));
+            data.set(col, timestamp);
+        }
+    }
+
     public Timestamp getTimestamp(int col, int nativeType) {
         Object obj = data.get(col - 1);
         if (obj == null)

src/connector/jdbc/src/main/java/com/taosdata/jdbc/utils/Utils.java

@@ -5,7 +5,6 @@ import com.google.common.collect.RangeSet;
 import com.google.common.collect.TreeRangeSet;
 import com.taosdata.jdbc.enums.TimestampPrecision;
 
-import java.nio.charset.Charset;
 import java.nio.charset.StandardCharsets;
 import java.sql.Date;
 import java.sql.Time;
@@ -110,15 +109,27 @@ public class Utils {
             return rawSql;
         // toLowerCase
         String preparedSql = rawSql.trim().toLowerCase();
-        String[] clause = new String[]{"values\\s*\\([\\s\\S]*?\\)", "tags\\s*\\([\\s\\S]*?\\)", "where[\\s\\S]*"};
+        String[] clause = new String[]{"tags\\s*\\([\\s\\S]*?\\)", "where[\\s\\S]*"};
         Map<Integer, Integer> placeholderPositions = new HashMap<>();
         RangeSet<Integer> clauseRangeSet = TreeRangeSet.create();
         findPlaceholderPosition(preparedSql, placeholderPositions);
+        // find tags and where clause's position
         findClauseRangeSet(preparedSql, clause, clauseRangeSet);
+        // find values clause's position
+        findValuesClauseRangeSet(preparedSql, clauseRangeSet);
 
         return transformSql(rawSql, parameters, placeholderPositions, clauseRangeSet);
     }
 
+    private static void findValuesClauseRangeSet(String preparedSql, RangeSet<Integer> clauseRangeSet) {
+        Matcher matcher = Pattern.compile("(values|,)\\s*(\\([^)]*\\))").matcher(preparedSql);
+        while (matcher.find()) {
+            int start = matcher.start(2);
+            int end = matcher.end(2);
+            clauseRangeSet.add(Range.closedOpen(start, end));
+        }
+    }
+
     private static void findClauseRangeSet(String preparedSql, String[] regexArr, RangeSet<Integer> clauseRangeSet) {
         clauseRangeSet.clear();
         for (String regex : regexArr) {
@@ -126,7 +137,7 @@ public class Utils {
             while (matcher.find()) {
                 int start = matcher.start();
                 int end = matcher.end();
-                clauseRangeSet.add(Range.closed(start, end));
+                clauseRangeSet.add(Range.closedOpen(start, end));
             }
         }
     }

src/connector/jdbc/src/test/java/com/taosdata/jdbc/utils/UtilsTest.java

@@ -3,6 +3,8 @@ package com.taosdata.jdbc.utils;
 import org.junit.Assert;
 import org.junit.Test;
 
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 import java.util.stream.Stream;
 
 public class UtilsTest {
@@ -32,7 +34,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceQuestionMarks() {
+    public void lowerCase() {
         // given
         String nativeSql = "insert into ?.? (ts, temperature, humidity) using ?.? tags(?,?) values(now, ?, ?)";
         Object[] parameters = Stream.of("test", "t1", "test", "weather", "beijing", 1, 12.2, 4).toArray();
@@ -46,7 +48,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceQuestionMarks2() {
+    public void upperCase() {
         // given
         String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,?,?)";
         Object[] parameters = Stream.of("d1", 1, 123, 3.14, 220, 4).toArray();
@@ -59,9 +61,49 @@ public class UtilsTest {
         Assert.assertEquals(expected, actual);
     }
 
+    @Test
+    public void multiValues() {
+        // given
+        String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,?,?),(?,?,?,?)";
+        Object[] parameters = Stream.of("d1", 1, 100, 3.14, "abc", 4, 200, 3.1415, "xyz", 5).toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT INTO d1 (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (1)  VALUES (100,3.14,'abc',4),(200,3.1415,'xyz',5)";
+        Assert.assertEquals(expected, actual);
+    }
 
     @Test
-    public void getNativeSqlReplaceNothing() {
+    public void lineTerminator() {
+        // given
+        String nativeSql = "INSERT INTO ? (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (?)  VALUES (?,?,\r\n?,?),(?,?,?,?)";
+        Object[] parameters = Stream.of("d1", 1, 100, 3.14, "abc", 4, 200, 3.1415, "xyz", 5).toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT INTO d1 (TS,CURRENT,VOLTAGE,PHASE) USING METERS TAGS (1)  VALUES (100,3.14,\r\n'abc',4),(200,3.1415,'xyz',5)";
+        Assert.assertEquals(expected, actual);
+    }
+
+    @Test
+    public void lineTerminatorAndMultiValues() {
+        String nativeSql = "INSERT Into ? TAGS(?) VALUES(?,?,\r\n?,?),(?,? ,\r\n?,?) t? tags (?) Values (?,?,?\r\n,?),(?,?,?,?) t? Tags(?) values  (?,?,?,?) , (?,?,?,?)";
+        Object[] parameters = Stream.of("t1", "abc", 100, 1.1, "xxx", "xxx", 200, 2.2, "xxx", "xxx", 2, "bcd", 300, 3.3, "xxx", "xxx", 400, 4.4, "xxx", "xxx", 3, "cde", 500, 5.5, "xxx", "xxx", 600, 6.6, "xxx", "xxx").toArray();
+
+        // when
+        String actual = Utils.getNativeSql(nativeSql, parameters);
+
+        // then
+        String expected = "INSERT Into t1 TAGS('abc') VALUES(100,1.1,\r\n'xxx','xxx'),(200,2.2 ,\r\n'xxx','xxx') t2 tags ('bcd') Values (300,3.3,'xxx'\r\n,'xxx'),(400,4.4,'xxx','xxx') t3 Tags('cde') values  (500,5.5,'xxx','xxx') , (600,6.6,'xxx','xxx')";
+        Assert.assertEquals(expected, actual);
+    }
+
+    @Test
+    public void replaceNothing() {
         // given
         String nativeSql = "insert into test.t1 (ts, temperature, humidity) using test.weather tags('beijing',1) values(now, 12.2, 4)";
 
@@ -73,7 +115,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceNothing2() {
+    public void replaceNothing2() {
         // given
         String nativeSql = "insert into test.t1 (ts, temperature, humidity) using test.weather tags('beijing',1) values(now, 12.2, 4)";
         Object[] parameters = Stream.of("test", "t1", "test", "weather", "beijing", 1, 12.2, 4).toArray();
@@ -86,7 +128,7 @@ public class UtilsTest {
     }
 
     @Test
-    public void getNativeSqlReplaceNothing3() {
+    public void replaceNothing3() {
         // given
         String nativeSql = "insert into ?.? (ts, temperature, humidity) using ?.? tags(?,?) values(now, ?, ?)";
 

src/cq/src/cqMain.c

@@ -476,15 +476,17 @@ static void cqProcessStreamRes(void *param, TAOS_RES *tres, TAOS_ROW row) {
   
   cDebug("vgId:%d, id:%d CQ:%s stream result is ready", pContext->vgId, pObj->tid, pObj->sqlStr);
 
-  int32_t size = sizeof(SWalHead) + sizeof(SSubmitMsg) + sizeof(SSubmitBlk) + TD_DATA_ROW_HEAD_SIZE + pObj->rowSize;
+  int32_t size = sizeof(SWalHead) + sizeof(SSubmitMsg) + sizeof(SSubmitBlk) + TD_MEM_ROW_DATA_HEAD_SIZE + pObj->rowSize;
   char *buffer = calloc(size, 1);
 
   SWalHead   *pHead = (SWalHead *)buffer;
   SSubmitMsg *pMsg = (SSubmitMsg *) (buffer + sizeof(SWalHead));
   SSubmitBlk *pBlk = (SSubmitBlk *) (buffer + sizeof(SWalHead) + sizeof(SSubmitMsg));
 
-  SDataRow trow = (SDataRow)pBlk->data;
+  SMemRow trow = (SMemRow)pBlk->data;
-  tdInitDataRow(trow, pSchema);
+  SDataRow dataRow = (SDataRow)memRowDataBody(trow);
+  memRowSetType(trow, SMEM_ROW_DATA);
+  tdInitDataRow(dataRow, pSchema);
 
   for (int32_t i = 0; i < pSchema->numOfCols; i++) {
     STColumn *c = pSchema->columns + i;
@@ -500,9 +502,9 @@ static void cqProcessStreamRes(void *param, TAOS_RES *tres, TAOS_ROW row) {
       memcpy((char *)val + sizeof(VarDataLenT), buf, len);
       varDataLen(val) = len;
     }
-    tdAppendColVal(trow, val, c->type, c->bytes, c->offset);
+    tdAppendColVal(dataRow, val, c->type, c->offset);
   }
-  pBlk->dataLen = htonl(dataRowLen(trow));
+  pBlk->dataLen = htonl(memRowDataTLen(trow));
   pBlk->schemaLen = 0;
 
   pBlk->uid = htobe64(pObj->uid);
@@ -511,7 +513,7 @@ static void cqProcessStreamRes(void *param, TAOS_RES *tres, TAOS_ROW row) {
   pBlk->sversion = htonl(pSchema->version);
   pBlk->padding = 0;
 
-  pHead->len = sizeof(SSubmitMsg) + sizeof(SSubmitBlk) + dataRowLen(trow);
+  pHead->len = sizeof(SSubmitMsg) + sizeof(SSubmitBlk) + memRowDataTLen(trow);
 
   pMsg->header.vgId = htonl(pContext->vgId);
   pMsg->header.contLen = htonl(pHead->len);

src/dnode/CMakeLists.txt

@@ -18,7 +18,7 @@ ELSE ()
 ENDIF ()
 
 ADD_EXECUTABLE(taosd ${SRC})
-TARGET_LINK_LIBRARIES(taosd mnode monitor http tsdb twal vnode cJson lz4 balance sync ${LINK_JEMALLOC})
+TARGET_LINK_LIBRARIES(taosd mnode monitor http tsdb twal vnode cJson lua lz4 balance sync ${LINK_JEMALLOC})
 
 IF (TD_SOMODE_STATIC)
   TARGET_LINK_LIBRARIES(taosd taos_static)

src/dnode/src/dnodeMain.c

@@ -40,6 +40,7 @@
 #include "dnodeShell.h"
 #include "dnodeTelemetry.h"
 #include "module.h"
+#include "qScript.h"
 #include "mnode.h"
 
 #if !defined(_MODULE) || !defined(_TD_LINUX)
@@ -84,6 +85,7 @@ static SStep tsDnodeSteps[] = {
   {"dnode-shell",     dnodeInitShell,      dnodeCleanupShell},
   {"dnode-statustmr", dnodeInitStatusTimer,dnodeCleanupStatusTimer},
   {"dnode-telemetry", dnodeInitTelemetry,  dnodeCleanupTelemetry},
+  {"dnode-script",    scriptEnvPoolInit,   scriptEnvPoolCleanup},
 };
 
 static SStep tsDnodeCompactSteps[] = {

src/dnode/src/dnodeShell.c

@@ -48,9 +48,11 @@ int32_t dnodeInitShell() {
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_DROP_DNODE]  = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_CREATE_DB]   = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_CREATE_TP]   = dnodeDispatchToMWriteQueue;
+  dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_CREATE_FUNCTION] = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_DROP_DB]     = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_SYNC_DB]     = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_DROP_TP]     = dnodeDispatchToMWriteQueue;
+  dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_DROP_FUNCTION] = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_ALTER_DB]    = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_ALTER_TP]    = dnodeDispatchToMWriteQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_CREATE_TABLE]= dnodeDispatchToMWriteQueue;
@@ -72,6 +74,7 @@ int32_t dnodeInitShell() {
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_TABLES_META] = dnodeDispatchToMReadQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_SHOW]        = dnodeDispatchToMReadQueue;
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_RETRIEVE]    = dnodeDispatchToMReadQueue;
+  dnodeProcessShellMsgFp[TSDB_MSG_TYPE_CM_RETRIEVE_FUNC] = dnodeDispatchToMReadQueue;
 
   dnodeProcessShellMsgFp[TSDB_MSG_TYPE_NETWORK_TEST]   = dnodeSendStartupStep;
 

src/dnode/src/dnodeVWrite.c

@@ -202,12 +202,12 @@ static void *dnodeProcessVWriteQueue(void *wparam) {
     for (int32_t i = 0; i < numOfMsgs; ++i) {
       taosGetQitem(pWorker->qall, &qtype, (void **)&pWrite);
       dTrace("msg:%p, app:%p type:%s will be processed in vwrite queue, qtype:%s hver:%" PRIu64, pWrite,
-             pWrite->rpcMsg.ahandle, taosMsg[pWrite->pHead.msgType], qtypeStr[qtype], pWrite->pHead.version);
+             pWrite->rpcMsg.ahandle, taosMsg[pWrite->walHead.msgType], qtypeStr[qtype], pWrite->walHead.version);
 
-      pWrite->code = vnodeProcessWrite(pVnode, &pWrite->pHead, qtype, pWrite);
+      pWrite->code = vnodeProcessWrite(pVnode, &pWrite->walHead, qtype, pWrite);
       if (pWrite->code <= 0) atomic_add_fetch_32(&pWrite->processedCount, 1);
       if (pWrite->code > 0) pWrite->code = 0;
-      if (pWrite->code == 0 && pWrite->pHead.msgType != TSDB_MSG_TYPE_SUBMIT) forceFsync = true;
+      if (pWrite->code == 0 && pWrite->walHead.msgType != TSDB_MSG_TYPE_SUBMIT) forceFsync = true;
 
       dTrace("msg:%p is processed in vwrite queue, code:0x%x", pWrite, pWrite->code);
     }
@@ -222,7 +222,7 @@ static void *dnodeProcessVWriteQueue(void *wparam) {
         dnodeSendRpcVWriteRsp(pVnode, pWrite, pWrite->code);
       } else {
         if (qtype == TAOS_QTYPE_FWD) {
-          vnodeConfirmForward(pVnode, pWrite->pHead.version, pWrite->code, pWrite->pHead.msgType != TSDB_MSG_TYPE_SUBMIT);
+          vnodeConfirmForward(pVnode, pWrite->walHead.version, pWrite->code, pWrite->walHead.msgType != TSDB_MSG_TYPE_SUBMIT);
         }
         if (pWrite->rspRet.rsp) {
           rpcFreeCont(pWrite->rspRet.rsp);

src/inc/query.h

@@ -28,7 +28,7 @@ typedef void* qinfo_t;
  * @param qinfo
  * @return
  */
-int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryTableMsg, qinfo_t* qinfo, uint64_t *qId);
+int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryTableMsg, qinfo_t* qinfo, uint64_t qId);
 
 
 /**

src/inc/taosdef.h

@@ -180,12 +180,16 @@ do { \
 // this is the length of its string representation, including the terminator zero
 #define TSDB_ACCT_ID_LEN          11
 
-#define TSDB_MAX_COLUMNS          1024
+#define TSDB_MAX_COLUMNS          4096
 #define TSDB_MIN_COLUMNS          2       //PRIMARY COLUMN(timestamp) + other columns
 
 #define TSDB_NODE_NAME_LEN        64
 #define TSDB_TABLE_NAME_LEN       193     // it is a null-terminated string
 #define TSDB_DB_NAME_LEN          33
+#define TSDB_FUNC_NAME_LEN        65
+#define TSDB_FUNC_CODE_LEN        (65535 - 512)
+#define TSDB_FUNC_BUF_SIZE        512
+#define TSDB_TYPE_STR_MAX_LEN     32
 #define TSDB_TABLE_FNAME_LEN      (TSDB_ACCT_ID_LEN + TSDB_DB_NAME_LEN + TSDB_TABLE_NAME_LEN)
 #define TSDB_COL_NAME_LEN         65
 #define TSDB_MAX_SAVED_SQL_LEN    TSDB_MAX_COLUMNS * 64
@@ -195,7 +199,13 @@ do { \
 
 #define TSDB_APPNAME_LEN          TSDB_UNI_LEN
 
-#define TSDB_MAX_BYTES_PER_ROW    16384
+  /**
+   *  In some scenarios uint16_t (0~65535) is used to store the row len.
+   *  - Firstly, we use 65531(65535 - 4), as the SDataRow/SKVRow contains 4 bits header.
+   *  - Secondly, if all cols are VarDataT type except primary key, we need 4 bits to store the offset, thus
+   *    the final value is 65531-(4096-1)*4 = 49151.
+   */
+#define TSDB_MAX_BYTES_PER_ROW    49151
 #define TSDB_MAX_TAGS_LEN         16384
 #define TSDB_MAX_TAGS             128
 #define TSDB_MAX_TAG_CONDITIONS   1024
@@ -323,8 +333,9 @@ do { \
 #define TSDB_MAX_JOIN_TABLE_NUM         10
 #define TSDB_MAX_UNION_CLAUSE           5
 
-#define TSDB_MAX_BINARY_LEN            (TSDB_MAX_BYTES_PER_ROW-TSDB_KEYSIZE)
+#define TSDB_MAX_FIELD_LEN              16384
-#define TSDB_MAX_NCHAR_LEN             (TSDB_MAX_BYTES_PER_ROW-TSDB_KEYSIZE)
+#define TSDB_MAX_BINARY_LEN            (TSDB_MAX_FIELD_LEN-TSDB_KEYSIZE) // keep 16384
+#define TSDB_MAX_NCHAR_LEN             (TSDB_MAX_FIELD_LEN-TSDB_KEYSIZE) // keep 16384
 #define PRIMARYKEY_TIMESTAMP_COL_INDEX  0
 
 #define TSDB_MAX_RPC_THREADS            5
@@ -332,6 +343,10 @@ do { \
 #define TSDB_QUERY_TYPE_NON_TYPE               0x00u     // none type
 #define TSDB_QUERY_TYPE_FREE_RESOURCE          0x01u     // free qhandle at vnode
 
+#define TSDB_UDF_TYPE_SCALAR       1
+#define TSDB_UDF_TYPE_AGGREGATE    2
+
+
 /*
  * 1. ordinary sub query for select * from super_table
  * 2. all sqlobj generated by createSubqueryObj with this flag

src/inc/taoserror.h

@@ -100,6 +100,7 @@ int32_t* taosGetErrno();
 #define TSDB_CODE_TSC_DB_NOT_SELECTED           TAOS_DEF_ERROR_CODE(0, 0x0217)  //"Database not specified or available")
 #define TSDB_CODE_TSC_INVALID_TABLE_NAME        TAOS_DEF_ERROR_CODE(0, 0x0218)  //"Table does not exist")
 #define TSDB_CODE_TSC_EXCEED_SQL_LIMIT          TAOS_DEF_ERROR_CODE(0, 0x0219)  //"SQL statement too long check maxSQLLength config")
+#define TSDB_CODE_TSC_FILE_EMPTY                TAOS_DEF_ERROR_CODE(0, 0x021A)  //"File is empty")
 
 // mnode
 #define TSDB_CODE_MND_MSG_NOT_PROCESSED         TAOS_DEF_ERROR_CODE(0, 0x0300)  //"Message not processed")
@@ -174,6 +175,13 @@ int32_t* taosGetErrno();
 #define TSDB_CODE_MND_INVALID_STABLE_NAME       TAOS_DEF_ERROR_CODE(0, 0x036D)  //"Super table does not exist")
 #define TSDB_CODE_MND_INVALID_CREATE_TABLE_MSG  TAOS_DEF_ERROR_CODE(0, 0x036E)  //"Invalid create table message")
 
+#define TSDB_CODE_MND_INVALID_FUNC_NAME         TAOS_DEF_ERROR_CODE(0, 0x0370)  //"Invalid func name")
+#define TSDB_CODE_MND_INVALID_FUNC_LEN          TAOS_DEF_ERROR_CODE(0, 0x0371)  //"Invalid func length")
+#define TSDB_CODE_MND_INVALID_FUNC_CODE         TAOS_DEF_ERROR_CODE(0, 0x0372)  //"Invalid func code")
+#define TSDB_CODE_MND_FUNC_ALREADY_EXIST        TAOS_DEF_ERROR_CODE(0, 0x0373)  //"Func already exists")
+#define TSDB_CODE_MND_INVALID_FUNC              TAOS_DEF_ERROR_CODE(0, 0x0374)  //"Invalid func")
+#define TSDB_CODE_MND_INVALID_FUNC_BUFSIZE      TAOS_DEF_ERROR_CODE(0, 0x0375)  //"Invalid func bufSize")
+
 #define TSDB_CODE_MND_DB_NOT_SELECTED           TAOS_DEF_ERROR_CODE(0, 0x0380)  //"Database not specified or available")
 #define TSDB_CODE_MND_DB_ALREADY_EXIST          TAOS_DEF_ERROR_CODE(0, 0x0381)  //"Database already exists")
 #define TSDB_CODE_MND_INVALID_DB_OPTION         TAOS_DEF_ERROR_CODE(0, 0x0382)  //"Invalid database options")
@@ -261,6 +269,7 @@ int32_t* taosGetErrno();
 #define TSDB_CODE_QRY_TOO_MANY_TIMEWINDOW       TAOS_DEF_ERROR_CODE(0, 0x070A)  //"Too many time window in query")
 #define TSDB_CODE_QRY_NOT_ENOUGH_BUFFER         TAOS_DEF_ERROR_CODE(0, 0x070B)  //"Query buffer limit has reached")
 #define TSDB_CODE_QRY_INCONSISTAN               TAOS_DEF_ERROR_CODE(0, 0x070C)  //"File inconsistency in replica")
+#define TSDB_CODE_QRY_SYS_ERROR                 TAOS_DEF_ERROR_CODE(0, 0x070D)  //"System error")
 
 
 // grant

src/inc/taosmsg.h

@@ -77,7 +77,9 @@ TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_DROP_USER, "drop-user" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_CREATE_DNODE, "create-dnode" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_DROP_DNODE, "drop-dnode" )   
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_CREATE_DB, "create-db" )
+TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_CREATE_FUNCTION, "create-function" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_DROP_DB, "drop-db" )
+TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_DROP_FUNCTION, "drop-function" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_USE_DB, "use-db" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_ALTER_DB, "alter-db" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_SYNC_DB, "sync-db-replica" )
@@ -96,7 +98,7 @@ TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_KILL_STREAM, "kill-stream" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_KILL_CONN, "kill-conn" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_CONFIG_DNODE, "cm-config-dnode" ) 
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_HEARTBEAT, "heartbeat" )
-TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_DUMMY8, "dummy8" )
+TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_CM_RETRIEVE_FUNC, "retrieve-func" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_DUMMY9, "dummy9" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_DUMMY10, "dummy10" )
 TAOS_DEFINE_MESSAGE_TYPE( TSDB_MSG_TYPE_DUMMY11, "dummy11" )
@@ -153,6 +155,7 @@ enum _mgmt_table {
   TSDB_MGMT_TABLE_STREAMTABLES,
   TSDB_MGMT_TABLE_CLUSTER,
   TSDB_MGMT_TABLE_TP,
+  TSDB_MGMT_TABLE_FUNCTION,
   TSDB_MGMT_TABLE_MAX,
 };
 
@@ -507,6 +510,9 @@ typedef struct {
   int32_t     prevResultLen;    // previous result length
   int32_t     numOfOperator;
   int32_t     tableScanOperator;// table scan operator. -1 means no scan operator
+  int32_t     udfNum;           // number of udf function
+  int32_t     udfContentOffset;
+  int32_t     udfContentLen;
   SColumnInfo tableCols[];
 } SQueryTableMsg;
 
@@ -571,6 +577,41 @@ typedef struct {
   int8_t   reserve[5];
 } SCreateDbMsg, SAlterDbMsg;
 
+typedef struct {
+  char     name[TSDB_FUNC_NAME_LEN];
+  char     path[PATH_MAX];
+  int32_t  funcType;
+  uint8_t  outputType;
+  int16_t  outputLen;
+  int32_t  bufSize;
+  int32_t  codeLen;
+  char     code[];
+} SCreateFuncMsg;
+
+typedef struct {
+  int32_t num;
+  char    name[];
+} SRetrieveFuncMsg;
+
+typedef struct {
+  char    name[TSDB_FUNC_NAME_LEN];
+  int32_t funcType;
+  int8_t  resType;
+  int16_t resBytes;
+  int32_t bufSize;
+  int32_t len;
+  char    content[];
+} SFunctionInfoMsg;
+
+typedef struct {
+  int32_t num;
+  char    content[];
+} SUdfFuncMsg;
+
+typedef struct {
+  char     name[TSDB_FUNC_NAME_LEN];
+} SDropFuncMsg;
+
 typedef struct {
   char    db[TSDB_TABLE_FNAME_LEN];
   uint8_t ignoreNotExists;
@@ -710,8 +751,10 @@ typedef struct {
 } STableInfoMsg;
 
 typedef struct {
+  uint8_t metaClone;     // create local clone of the cached table meta
   int32_t numOfVgroups;
   int32_t numOfTables;
+  int32_t numOfUdfs;
   char    tableNames[];
 } SMultiTableInfoMsg;
 
@@ -762,9 +805,11 @@ typedef struct STableMetaMsg {
 typedef struct SMultiTableMeta {
   int32_t       numOfTables;
   int32_t       numOfVgroup;
-  uint32_t contLen:31;
+  int32_t       numOfUdf;
-  uint8_t  compressed:1;      // denote if compressed or not
+  int32_t       contLen;
+  uint8_t       compressed;      // denote if compressed or not
   uint32_t      rawLen;          // size before compress
+  uint8_t       metaClone;         // make meta clone after retrieve meta from mnode
   char          meta[];
 } SMultiTableMeta;
 

src/inc/ttokendef.h

@@ -62,149 +62,154 @@
 #define TK_SHOW                            44
 #define TK_DATABASES                       45
 #define TK_TOPICS                          46
-#define TK_MNODES                          47
+#define TK_FUNCTIONS                       47
-#define TK_DNODES                          48
+#define TK_MNODES                          48
-#define TK_ACCOUNTS                        49
+#define TK_DNODES                          49
-#define TK_USERS                           50
+#define TK_ACCOUNTS                        50
-#define TK_MODULES                         51
+#define TK_USERS                           51
-#define TK_QUERIES                         52
+#define TK_MODULES                         52
-#define TK_CONNECTIONS                     53
+#define TK_QUERIES                         53
-#define TK_STREAMS                         54
+#define TK_CONNECTIONS                     54
-#define TK_VARIABLES                       55
+#define TK_STREAMS                         55
-#define TK_SCORES                          56
+#define TK_VARIABLES                       56
-#define TK_GRANTS                          57
+#define TK_SCORES                          57
-#define TK_VNODES                          58
+#define TK_GRANTS                          58
-#define TK_IPTOKEN                         59
+#define TK_VNODES                          59
-#define TK_DOT                             60
+#define TK_IPTOKEN                         60
-#define TK_CREATE                          61
+#define TK_DOT                             61
-#define TK_TABLE                           62
+#define TK_CREATE                          62
-#define TK_STABLE                          63
+#define TK_TABLE                           63
-#define TK_DATABASE                        64
+#define TK_STABLE                          64
-#define TK_TABLES                          65
+#define TK_DATABASE                        65
-#define TK_STABLES                         66
+#define TK_TABLES                          66
-#define TK_VGROUPS                         67
+#define TK_STABLES                         67
-#define TK_DROP                            68
+#define TK_VGROUPS                         68
-#define TK_TOPIC                           69
+#define TK_DROP                            69
-#define TK_DNODE                           70
+#define TK_TOPIC                           70
-#define TK_USER                            71
+#define TK_FUNCTION                        71
-#define TK_ACCOUNT                         72
+#define TK_DNODE                           72
-#define TK_USE                             73
+#define TK_USER                            73
-#define TK_DESCRIBE                        74
+#define TK_ACCOUNT                         74
-#define TK_ALTER                           75
+#define TK_USE                             75
-#define TK_PASS                            76
+#define TK_DESCRIBE                        76
-#define TK_PRIVILEGE                       77
+#define TK_ALTER                           77
-#define TK_LOCAL                           78
+#define TK_PASS                            78
-#define TK_COMPACT                         79
+#define TK_PRIVILEGE                       79
-#define TK_LP                              80
+#define TK_LOCAL                           80
-#define TK_RP                              81
+#define TK_COMPACT                         81
-#define TK_IF                              82
+#define TK_LP                              82
-#define TK_EXISTS                          83
+#define TK_RP                              83
-#define TK_PPS                             84
+#define TK_IF                              84
-#define TK_TSERIES                         85
+#define TK_EXISTS                          85
-#define TK_DBS                             86
+#define TK_AS                              86
-#define TK_STORAGE                         87
+#define TK_OUTPUTTYPE                      87
-#define TK_QTIME                           88
+#define TK_AGGREGATE                       88
-#define TK_CONNS                           89
+#define TK_BUFSIZE                         89
-#define TK_STATE                           90
+#define TK_PPS                             90
-#define TK_COMMA                           91
+#define TK_TSERIES                         91
-#define TK_KEEP                            92
+#define TK_DBS                             92
-#define TK_CACHE                           93
+#define TK_STORAGE                         93
-#define TK_REPLICA                         94
+#define TK_QTIME                           94
-#define TK_QUORUM                          95
+#define TK_CONNS                           95
-#define TK_DAYS                            96
+#define TK_STATE                           96
-#define TK_MINROWS                         97
+#define TK_COMMA                           97
-#define TK_MAXROWS                         98
+#define TK_KEEP                            98
-#define TK_BLOCKS                          99
+#define TK_CACHE                           99
-#define TK_CTIME                          100
+#define TK_REPLICA                        100
-#define TK_WAL                            101
+#define TK_QUORUM                         101
-#define TK_FSYNC                          102
+#define TK_DAYS                           102
-#define TK_COMP                           103
+#define TK_MINROWS                        103
-#define TK_PRECISION                      104
+#define TK_MAXROWS                        104
-#define TK_UPDATE                         105
+#define TK_BLOCKS                         105
-#define TK_CACHELAST                      106
+#define TK_CTIME                          106
-#define TK_PARTITIONS                     107
+#define TK_WAL                            107
-#define TK_UNSIGNED                       108
+#define TK_FSYNC                          108
-#define TK_TAGS                           109
+#define TK_COMP                           109
-#define TK_USING                          110
+#define TK_PRECISION                      110
-#define TK_AS                             111
+#define TK_UPDATE                         111
-#define TK_NULL                           112
+#define TK_CACHELAST                      112
-#define TK_NOW                            113
+#define TK_PARTITIONS                     113
-#define TK_SELECT                         114
+#define TK_UNSIGNED                       114
-#define TK_UNION                          115
+#define TK_TAGS                           115
-#define TK_ALL                            116
+#define TK_USING                          116
-#define TK_DISTINCT                       117
+#define TK_NULL                           117
-#define TK_FROM                           118
+#define TK_NOW                            118
-#define TK_VARIABLE                       119
+#define TK_SELECT                         119
-#define TK_INTERVAL                       120
+#define TK_UNION                          120
-#define TK_SESSION                        121
+#define TK_ALL                            121
-#define TK_STATE_WINDOW                   122
+#define TK_DISTINCT                       122
-#define TK_FILL                           123
+#define TK_FROM                           123
-#define TK_SLIDING                        124
+#define TK_VARIABLE                       124
-#define TK_ORDER                          125
+#define TK_INTERVAL                       125
-#define TK_BY                             126
+#define TK_SESSION                        126
-#define TK_ASC                            127
+#define TK_STATE_WINDOW                   127
-#define TK_DESC                           128
+#define TK_FILL                           128
-#define TK_GROUP                          129
+#define TK_SLIDING                        129
-#define TK_HAVING                         130
+#define TK_ORDER                          130
-#define TK_LIMIT                          131
+#define TK_BY                             131
-#define TK_OFFSET                         132
+#define TK_ASC                            132
-#define TK_SLIMIT                         133
+#define TK_DESC                           133
-#define TK_SOFFSET                        134
+#define TK_GROUP                          134
-#define TK_WHERE                          135
+#define TK_HAVING                         135
-#define TK_RESET                          136
+#define TK_LIMIT                          136
-#define TK_QUERY                          137
+#define TK_OFFSET                         137
-#define TK_SYNCDB                         138
+#define TK_SLIMIT                         138
-#define TK_ADD                            139
+#define TK_SOFFSET                        139
-#define TK_COLUMN                         140
+#define TK_WHERE                          140
-#define TK_MODIFY                         141
+#define TK_RESET                          141
-#define TK_TAG                            142
+#define TK_QUERY                          142
-#define TK_CHANGE                         143
+#define TK_SYNCDB                         143
-#define TK_SET                            144
+#define TK_ADD                            144
-#define TK_KILL                           145
+#define TK_COLUMN                         145
-#define TK_CONNECTION                     146
+#define TK_MODIFY                         146
-#define TK_STREAM                         147
+#define TK_TAG                            147
-#define TK_COLON                          148
+#define TK_CHANGE                         148
-#define TK_ABORT                          149
+#define TK_SET                            149
-#define TK_AFTER                          150
+#define TK_KILL                           150
-#define TK_ATTACH                         151
+#define TK_CONNECTION                     151
-#define TK_BEFORE                         152
+#define TK_STREAM                         152
-#define TK_BEGIN                          153
+#define TK_COLON                          153
-#define TK_CASCADE                        154
+#define TK_ABORT                          154
-#define TK_CLUSTER                        155
+#define TK_AFTER                          155
-#define TK_CONFLICT                       156
+#define TK_ATTACH                         156
-#define TK_COPY                           157
+#define TK_BEFORE                         157
-#define TK_DEFERRED                       158
+#define TK_BEGIN                          158
-#define TK_DELIMITERS                     159
+#define TK_CASCADE                        159
-#define TK_DETACH                         160
+#define TK_CLUSTER                        160
-#define TK_EACH                           161
+#define TK_CONFLICT                       161
-#define TK_END                            162
+#define TK_COPY                           162
-#define TK_EXPLAIN                        163
+#define TK_DEFERRED                       163
-#define TK_FAIL                           164
+#define TK_DELIMITERS                     164
-#define TK_FOR                            165
+#define TK_DETACH                         165
-#define TK_IGNORE                         166
+#define TK_EACH                           166
-#define TK_IMMEDIATE                      167
+#define TK_END                            167
-#define TK_INITIALLY                      168
+#define TK_EXPLAIN                        168
-#define TK_INSTEAD                        169
+#define TK_FAIL                           169
-#define TK_MATCH                          170
+#define TK_FOR                            170
-#define TK_KEY                            171
+#define TK_IGNORE                         171
-#define TK_OF                             172
+#define TK_IMMEDIATE                      172
-#define TK_RAISE                          173
+#define TK_INITIALLY                      173
-#define TK_REPLACE                        174
+#define TK_INSTEAD                        174
-#define TK_RESTRICT                       175
+#define TK_MATCH                          175
-#define TK_ROW                            176
+#define TK_KEY                            176
-#define TK_STATEMENT                      177
+#define TK_OF                             177
-#define TK_TRIGGER                        178
+#define TK_RAISE                          178
-#define TK_VIEW                           179
+#define TK_REPLACE                        179
-#define TK_SEMI                           180
+#define TK_RESTRICT                       180
-#define TK_NONE                           181
+#define TK_ROW                            181
-#define TK_PREV                           182
+#define TK_STATEMENT                      182
-#define TK_LINEAR                         183
+#define TK_TRIGGER                        183
-#define TK_IMPORT                         184
+#define TK_VIEW                           184
-#define TK_TBNAME                         185
+#define TK_SEMI                           185
-#define TK_JOIN                           186
+#define TK_NONE                           186
-#define TK_INSERT                         187
+#define TK_PREV                           187
-#define TK_INTO                           188
+#define TK_LINEAR                         188
-#define TK_VALUES                         189
+#define TK_IMPORT                         189
+#define TK_TBNAME                         190
+#define TK_JOIN                           191
+#define TK_INSERT                         192
+#define TK_INTO                           193
+#define TK_VALUES                         194
 
 
 #define TK_SPACE                          300

src/inc/ttype.h

@@ -11,7 +11,9 @@ extern "C" {
 
 // ----------------- For variable data types such as TSDB_DATA_TYPE_BINARY and TSDB_DATA_TYPE_NCHAR
 typedef int32_t  VarDataOffsetT;
-typedef int16_t VarDataLenT;
+typedef int16_t  VarDataLenT;  // maxVarDataLen: 32767
+typedef uint16_t TDRowLenT;    // not including overhead: 0 ~ 65535
+typedef uint32_t TDRowTLenT;   // total length, including overhead
 
 typedef struct tstr {
   VarDataLenT len;
@@ -28,6 +30,10 @@ typedef struct tstr {
 #define varDataSetLen(v, _len) (((VarDataLenT *)(v))[0] = (VarDataLenT) (_len))
 #define IS_VAR_DATA_TYPE(t) (((t) == TSDB_DATA_TYPE_BINARY) || ((t) == TSDB_DATA_TYPE_NCHAR))
 
+#define varDataNetLen(v)       (htons(((VarDataLenT *)(v))[0]))
+#define varDataNetTLen(v)      (sizeof(VarDataLenT) + varDataNetLen(v))
+
+
 // this data type is internally used only in 'in' query to hold the values
 #define TSDB_DATA_TYPE_ARRAY      (1000)
 

src/inc/vnode.h

@@ -49,7 +49,7 @@ typedef struct {
   SRpcMsg  rpcMsg;
   SRspRet  rspRet;
   char     reserveForSync[24];
-  SWalHead pHead;
+  SWalHead walHead;
 } SVWriteMsg;
 
 // vnodeStatus

src/kit/shell/CMakeLists.txt

@@ -19,9 +19,9 @@ ELSE ()
 ENDIF ()
 
   IF (TD_SOMODE_STATIC)
-      TARGET_LINK_LIBRARIES(shell taos_static ${LINK_JEMALLOC})
+      TARGET_LINK_LIBRARIES(shell taos_static lua ${LINK_JEMALLOC})
   ELSE ()
-      TARGET_LINK_LIBRARIES(shell taos ${LINK_JEMALLOC})
+      TARGET_LINK_LIBRARIES(shell taos lua ${LINK_JEMALLOC})
   ENDIF ()
 
   SET_TARGET_PROPERTIES(shell PROPERTIES OUTPUT_NAME taos)

src/kit/taosdemo/CMakeLists.txt

@@ -67,7 +67,7 @@ IF (TD_LINUX)
   ADD_EXECUTABLE(taosdemo ${SRC})
 
   IF (TD_SOMODE_STATIC)
-      TARGET_LINK_LIBRARIES(taosdemo taos_static cJson ${LINK_JEMALLOC})
+      TARGET_LINK_LIBRARIES(taosdemo taos_static cJson lua ${LINK_JEMALLOC})
   ELSE ()
       TARGET_LINK_LIBRARIES(taosdemo taos cJson ${LINK_JEMALLOC})
   ENDIF ()
@@ -76,9 +76,9 @@ ELSEIF (TD_WINDOWS)
   ADD_EXECUTABLE(taosdemo ${SRC})
   SET_SOURCE_FILES_PROPERTIES(./taosdemo.c PROPERTIES COMPILE_FLAGS -w)
   IF (TD_SOMODE_STATIC)
-    TARGET_LINK_LIBRARIES(taosdemo taos_static cJson)
+    TARGET_LINK_LIBRARIES(taosdemo taos_static cJson lua)
   ELSE ()
-    TARGET_LINK_LIBRARIES(taosdemo taos cJson)
+    TARGET_LINK_LIBRARIES(taosdemo taos cJson lua)
   ENDIF ()
 ELSEIF (TD_DARWIN)
   # missing a few dependencies, such as <argp.h>
@@ -86,9 +86,9 @@ ELSEIF (TD_DARWIN)
   ADD_EXECUTABLE(taosdemo ${SRC})
   
   IF (TD_SOMODE_STATIC)
-    TARGET_LINK_LIBRARIES(taosdemo taos_static cJson)
+    TARGET_LINK_LIBRARIES(taosdemo taos_static cJson lua)
   ELSE ()
-    TARGET_LINK_LIBRARIES(taosdemo taos cJson)
+    TARGET_LINK_LIBRARIES(taosdemo taos cJson lua)
   ENDIF ()
 ENDIF ()
 

src/kit/taosdemo/taosdemo.c

@@ -54,6 +54,7 @@
 #include "tutil.h"
 
 #define STMT_IFACE_ENABLED  1
+#define NANO_SECOND_ENABLED  1
 
 #define REQ_EXTRA_BUF_LEN   1024
 #define RESP_BUF_LEN        4096
@@ -66,13 +67,6 @@ extern char configDir[];
 
 #define STR_INSERT_INTO     "INSERT INTO "
 
-enum TEST_MODE {
-    INSERT_TEST,            // 0
-    QUERY_TEST,             // 1
-    SUBSCRIBE_TEST,         // 2
-    INVAID_TEST
-};
-
 #define MAX_RECORDS_PER_REQ     32766
 
 #define HEAD_BUFF_LEN       TSDB_MAX_COLUMNS*24  // 16*MAX_COLUMNS + (192+32)*2 + insert into ..
@@ -105,6 +99,13 @@ enum TEST_MODE {
 #define DEFAULT_TIMESTAMP_STEP  1
 
 
+enum TEST_MODE {
+    INSERT_TEST,            // 0
+    QUERY_TEST,             // 1
+    SUBSCRIBE_TEST,         // 2
+    INVAID_TEST
+};
+
 typedef enum CREATE_SUB_TALBE_MOD_EN {
     PRE_CREATE_SUBTBL,
     AUTO_CREATE_SUBTBL,
@@ -228,7 +229,7 @@ typedef struct SArguments_S {
     int64_t  num_of_DPT;
     int      abort;
     uint32_t disorderRatio;               // 0: no disorder, >0: x%
-    int      disorderRange;               // ms or us by database precision
+    int      disorderRange;               // ms, us or ns. accordig to database precision
     uint32_t method_of_delete;
     char **  arg_list;
     uint64_t totalInsertRows;
@@ -259,7 +260,7 @@ typedef struct SSuperTable_S {
     //  int          multiThreadWriteOneTbl;  // 0: no, 1: yes
     uint32_t     interlaceRows;           //
     int          disorderRatio;           // 0: no disorder, >0: x%
-  int          disorderRange;           // ms or us by database precision
+    int          disorderRange;           // ms, us or ns. according to database precision
     uint64_t     maxSqlLen;               //
 
     uint64_t     insertInterval;          // insert interval, will override global insert interval
@@ -637,7 +638,7 @@ static FILE *          g_fpOfInsertResult = NULL;
 
 #define performancePrint(fmt, ...) \
     do { if (g_args.performance_print) \
-        fprintf(stderr, "VERB: "fmt, __VA_ARGS__); } while(0)
+        fprintf(stderr, "PERF: "fmt, __VA_ARGS__); } while(0)
 
 #define errorPrint(fmt, ...) \
     do { fprintf(stderr, "ERROR: "fmt, __VA_ARGS__); } while(0)
@@ -1140,7 +1141,6 @@ static void parse_args(int argc, char *argv[], SArguments *arguments) {
         if (arguments->disorderRatio) {
             printf("# Data order:                        %d\n", arguments->disorderRatio);
             printf("# Data out of order rate:            %d\n", arguments->disorderRange);
-
         }
         printf("# Delete method:                     %d\n", arguments->method_of_delete);
         printf("# Answer yes when prompt:            %d\n", arguments->answer_yes);
@@ -1513,7 +1513,10 @@ static int printfInsertMeta() {
         }
         if (g_Dbs.db[i].dbCfg.precision[0] != 0) {
             if ((0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "ms", 2))
-                    || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "us", 2))) {
+#if NANO_SECOND_ENABLED == 1
+                    || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "us", 2))
+#endif
+                    || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "ns", 2))) {
                 printf("  precision:             \033[33m%s\033[0m\n",
                         g_Dbs.db[i].dbCfg.precision);
             } else {
@@ -1703,6 +1706,9 @@ static void printfInsertMetaToFile(FILE* fp) {
         }
         if (g_Dbs.db[i].dbCfg.precision[0] != 0) {
             if ((0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "ms", 2))
+#if NANO_SECOND_ENABLED == 1
+                    || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "ns", 2))
+#endif
                     || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "us", 2))) {
                 fprintf(fp, "  precision:             %s\n",
                         g_Dbs.db[i].dbCfg.precision);
@@ -1903,10 +1909,12 @@ static void printfQueryMeta() {
 
 static char* formatTimestamp(char* buf, int64_t val, int precision) {
     time_t tt;
-    if (precision == TSDB_TIME_PRECISION_NANO) {
+    if (precision == TSDB_TIME_PRECISION_MICRO) {
-        tt = (time_t)(val / 1000000000);
-    } else if (precision == TSDB_TIME_PRECISION_MICRO) {
         tt = (time_t)(val / 1000000);
+#if NANO_SECOND_ENABLED == 1
+    } if (precision == TSDB_TIME_PRECISION_NANO) {
+        tt = (time_t)(val / 1000000000);
+#endif
     } else {
         tt = (time_t)(val / 1000);
     }
@@ -1926,10 +1934,12 @@ static char* formatTimestamp(char* buf, int64_t val, int precision) {
     struct tm* ptm = localtime(&tt);
     size_t pos = strftime(buf, 32, "%Y-%m-%d %H:%M:%S", ptm);
 
-    if (precision == TSDB_TIME_PRECISION_NANO) {
+    if (precision == TSDB_TIME_PRECISION_MICRO) {
-        sprintf(buf + pos, ".%09d", (int)(val % 1000000000));
-    } else if (precision == TSDB_TIME_PRECISION_MICRO) {
         sprintf(buf + pos, ".%06d", (int)(val % 1000000));
+#if NANO_SECOND_ENABLED == 1
+    } else if (precision == TSDB_TIME_PRECISION_NANO) {
+        sprintf(buf + pos, ".%09d", (int)(val % 1000000000));
+#endif
     } else {
         sprintf(buf + pos, ".%03d", (int)(val % 1000));
     }
@@ -2185,7 +2195,6 @@ static void printfQuerySystemInfo(TAOS * taos) {
         snprintf(buffer, MAX_QUERY_SQL_LENGTH, "show %s.stables;", dbInfos[i]->name);
         res = taos_query(taos, buffer);
         xDumpResultToFile(filename, res);
-
         free(dbInfos[i]);
     }
 
@@ -2806,7 +2815,7 @@ static int createSuperTable(
         if (strcasecmp(dataType, "BINARY") == 0) {
             if ((g_args.demo_mode) && (tagIndex == 1)) {
                 len += snprintf(tags + len, STRING_LEN - len,
-                        "loction BINARY(%d), ",
+                        "location BINARY(%d), ",
                         superTbl->tags[tagIndex].dataLen);
             } else {
                 len += snprintf(tags + len, STRING_LEN - len, "t%d %s(%d), ",
@@ -2953,6 +2962,10 @@ static int createDatabasesAndStables() {
                         " fsync %d", g_Dbs.db[i].dbCfg.fsync);
             }
             if ((0 == strncasecmp(g_Dbs.db[i].dbCfg.precision, "ms", strlen("ms")))
+#if NANO_SECOND_ENABLED == 1
+                    || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision,
+                            "ns", strlen("ns")))
+#endif
                     || (0 == strncasecmp(g_Dbs.db[i].dbCfg.precision,
                             "us", strlen("us"))))  {
                 dataLen += snprintf(command + dataLen, BUFFER_SIZE - dataLen,
@@ -3183,8 +3196,10 @@ static void createChildTables() {
             if (g_Dbs.db[i].superTblCount > 0) {
                 // with super table
                 for (int j = 0; j < g_Dbs.db[i].superTblCount; j++) {
-                    if ((AUTO_CREATE_SUBTBL == g_Dbs.db[i].superTbls[j].autoCreateTable)
+                    if ((AUTO_CREATE_SUBTBL
-                            || (TBL_ALREADY_EXISTS == g_Dbs.db[i].superTbls[j].childTblExists)) {
+                                == g_Dbs.db[i].superTbls[j].autoCreateTable)
+                            || (TBL_ALREADY_EXISTS
+                                == g_Dbs.db[i].superTbls[j].childTblExists)) {
                         continue;
                     }
                     verbosePrint("%s() LN%d: %s\n", __func__, __LINE__,
@@ -4156,6 +4171,22 @@ static bool getMetaFromInsertJsonFile(cJSON* root) {
                goto PARSE_OVER;
                }
                */
+            cJSON* insertRows = cJSON_GetObjectItem(stbInfo, "insert_rows");
+            if (insertRows && insertRows->type == cJSON_Number) {
+                if (insertRows->valueint < 0) {
+                    errorPrint("%s() LN%d, failed to read json, insert_rows input mistake\n",
+                            __func__, __LINE__);
+                    goto PARSE_OVER;
+                }
+                g_Dbs.db[i].superTbls[j].insertRows = insertRows->valueint;
+            } else if (!insertRows) {
+                g_Dbs.db[i].superTbls[j].insertRows = 0x7FFFFFFFFFFFFFFF;
+            } else {
+                errorPrint("%s() LN%d, failed to read json, insert_rows input mistake\n",
+                        __func__, __LINE__);
+                goto PARSE_OVER;
+            }
+
             cJSON* stbInterlaceRows = cJSON_GetObjectItem(stbInfo, "interlace_rows");
             if (stbInterlaceRows && stbInterlaceRows->type == cJSON_Number) {
                 if (stbInterlaceRows->valueint < 0) {
@@ -4164,15 +4195,15 @@ static bool getMetaFromInsertJsonFile(cJSON* root) {
                     goto PARSE_OVER;
                 }
                 g_Dbs.db[i].superTbls[j].interlaceRows = stbInterlaceRows->valueint;
-        // rows per table need be less than insert batch
+
-        if (g_Dbs.db[i].superTbls[j].interlaceRows > g_args.num_of_RPR) {
+                if (g_Dbs.db[i].superTbls[j].interlaceRows > g_Dbs.db[i].superTbls[j].insertRows) {
-          printf("NOTICE: db[%d].superTbl[%d]'s interlace rows value %u > num_of_records_per_req %u\n\n",
+                    printf("NOTICE: db[%d].superTbl[%d]'s interlace rows value %u > insert_rows %"PRId64"\n\n",
                             i, j, g_Dbs.db[i].superTbls[j].interlaceRows,
-                  g_args.num_of_RPR);
+                            g_Dbs.db[i].superTbls[j].insertRows);
-          printf("        interlace rows value will be set to num_of_records_per_req %u\n\n",
+                    printf("        interlace rows value will be set to insert_rows %"PRId64"\n\n",
-                  g_args.num_of_RPR);
+                            g_Dbs.db[i].superTbls[j].insertRows);
                     prompt();
-          g_Dbs.db[i].superTbls[j].interlaceRows = g_args.num_of_RPR;
+                    g_Dbs.db[i].superTbls[j].interlaceRows = g_Dbs.db[i].superTbls[j].insertRows;
                 }
             } else if (!stbInterlaceRows) {
                 g_Dbs.db[i].superTbls[j].interlaceRows = 0; // 0 means progressive mode, > 0 mean interlace mode. max value is less or equ num_of_records_per_req
@@ -4209,22 +4240,6 @@ static bool getMetaFromInsertJsonFile(cJSON* root) {
                 goto PARSE_OVER;
             }
 
-      cJSON* insertRows = cJSON_GetObjectItem(stbInfo, "insert_rows");
-      if (insertRows && insertRows->type == cJSON_Number) {
-        if (insertRows->valueint < 0) {
-          errorPrint("%s() LN%d, failed to read json, insert_rows input mistake\n",
-                __func__, __LINE__);
-          goto PARSE_OVER;
-        }
-        g_Dbs.db[i].superTbls[j].insertRows = insertRows->valueint;
-      } else if (!insertRows) {
-        g_Dbs.db[i].superTbls[j].insertRows = 0x7FFFFFFFFFFFFFFF;
-      } else {
-        errorPrint("%s() LN%d, failed to read json, insert_rows input mistake\n",
-                __func__, __LINE__);
-        goto PARSE_OVER;
-      }
-
             cJSON* insertInterval = cJSON_GetObjectItem(stbInfo, "insert_interval");
             if (insertInterval && insertInterval->type == cJSON_Number) {
                 g_Dbs.db[i].superTbls[j].insertInterval = insertInterval->valueint;
@@ -4981,12 +4996,22 @@ static int64_t generateData(char *recBuf, char **data_type,
             bool b = rand_bool() & 1;
             pstr += sprintf(pstr, ",%s", b ? "true" : "false");
         } else if (strcasecmp(data_type[i % columnCount], "BINARY") == 0) {
-      char *s = malloc(lenOfBinary);
+            char *s = malloc(lenOfBinary + 1);
+            if (s == NULL) {
+                errorPrint("%s() LN%d, memory allocation %d bytes failed\n",
+                        __func__, __LINE__, lenOfBinary + 1);
+                exit(-1);
+            }
             rand_string(s, lenOfBinary);
             pstr += sprintf(pstr, ",\"%s\"", s);
             free(s);
         } else if (strcasecmp(data_type[i % columnCount], "NCHAR") == 0) {
-      char *s = malloc(lenOfBinary);
+            char *s = malloc(lenOfBinary + 1);
+            if (s == NULL) {
+                errorPrint("%s() LN%d, memory allocation %d bytes failed\n",
+                        __func__, __LINE__, lenOfBinary + 1);
+                exit(-1);
+            }
             rand_string(s, lenOfBinary);
             pstr += sprintf(pstr, ",\"%s\"", s);
             free(s);
@@ -5143,12 +5168,18 @@ static int32_t generateDataTailWithoutStb(
     char **data_type = g_args.datatype;
     int lenOfBinary = g_args.len_of_binary;
 
+    if (g_args.disorderRatio) {
         retLen = generateData(data, data_type,
                 startTime + getTSRandTail(
                     (int64_t) DEFAULT_TIMESTAMP_STEP, k,
                     g_args.disorderRatio,
                     g_args.disorderRange),
                 lenOfBinary);
+    } else {
+        retLen = generateData(data, data_type,
+                startTime + (int64_t) (DEFAULT_TIMESTAMP_STEP* k),
+                lenOfBinary);
+    }
 
     if (len > remainderBufLen)
         break;
@@ -5207,7 +5238,7 @@ static int32_t generateStbDataTail(
     verbosePrint("%s() LN%d batch=%u buflen=%"PRId64"\n",
             __func__, __LINE__, batch, remainderBufLen);
 
-  int32_t k = 0;
+    int32_t k;
     for (k = 0; k < batch;) {
         char data[MAX_DATA_SIZE];
         memset(data, 0, MAX_DATA_SIZE);
@@ -5215,12 +5246,18 @@ static int32_t generateStbDataTail(
         int64_t lenOfRow = 0;
 
         if (tsRand) {
+            if (superTblInfo->disorderRatio > 0) {
                 lenOfRow = generateStbRowData(superTblInfo, data,
                         startTime + getTSRandTail(
                             superTblInfo->timeStampStep, k,
                             superTblInfo->disorderRatio,
                             superTblInfo->disorderRange)
                         );
+            } else {
+                lenOfRow = generateStbRowData(superTblInfo, data,
+                        startTime + superTblInfo->timeStampStep * k
+                        );
+            }
         } else {
             lenOfRow = getRowDataFromSample(
                     data,
@@ -5656,10 +5693,15 @@ static int32_t prepareStmtWithoutStb(
 
         bind_ts = (int64_t *)ptr;
         bind->buffer_type = TSDB_DATA_TYPE_TIMESTAMP;
+
+        if (g_args.disorderRatio) {
             *bind_ts = startTime + getTSRandTail(
                     (int64_t)DEFAULT_TIMESTAMP_STEP, k,
                     g_args.disorderRatio,
                     g_args.disorderRange);
+        } else {
+            *bind_ts = startTime + (int64_t)(DEFAULT_TIMESTAMP_STEP * k);
+        }
         bind->buffer_length = sizeof(int64_t);
         bind->buffer = bind_ts;
         bind->length = &bind->buffer_length;
@@ -5744,7 +5786,7 @@ static int32_t prepareStbStmt(
 
         bind_ts = (int64_t *)ptr;
         bind->buffer_type = TSDB_DATA_TYPE_TIMESTAMP;
-        if (sourceRand) {
+        if (stbInfo->disorderRatio) {
             *bind_ts = startTime + getTSRandTail(
                     stbInfo->timeStampStep, k,
                     stbInfo->disorderRatio,
@@ -5811,6 +5853,7 @@ static int32_t prepareStbStmt(
         if (!sourceRand) {
             (*pSamplePos) ++;
         }
+
         if (recordFrom >= insertRows) {
             break;
         }
@@ -5820,6 +5863,43 @@ static int32_t prepareStbStmt(
     free(bindArray);
     return k;
 }
+
+static int32_t prepareStbStmtInterlace(
+        SSuperTable *stbInfo,
+        TAOS_STMT *stmt,
+        char *tableName, uint32_t batch,
+        uint64_t insertRows,
+        uint64_t recordFrom,
+        int64_t startTime,
+        int64_t *pSamplePos)
+{
+    return prepareStbStmt(
+            stbInfo,
+            stmt,
+            tableName,
+            batch,
+            insertRows, 0, startTime,
+            pSamplePos);
+}
+
+static int32_t prepareStbStmtProgressive(
+        SSuperTable *stbInfo,
+        TAOS_STMT *stmt,
+        char *tableName, uint32_t batch,
+        uint64_t insertRows,
+        uint64_t recordFrom,
+        int64_t startTime,
+        int64_t *pSamplePos)
+{
+    return prepareStbStmt(
+            stbInfo,
+            stmt,
+            tableName,
+            g_args.num_of_RPR,
+            insertRows, recordFrom, startTime,
+            pSamplePos);
+}
+
 #endif
 
 static int32_t generateStbProgressiveData(
@@ -5893,7 +5973,9 @@ static void printStatPerThread(threadInfo *pThreadInfo)
             pThreadInfo->threadID,
             pThreadInfo->totalInsertRows,
             pThreadInfo->totalAffectedRows,
-          (pThreadInfo->totalDelay)?(double)((pThreadInfo->totalAffectedRows / (pThreadInfo->totalDelay)/1000.0)): FLT_MAX);
+            (pThreadInfo->totalDelay/1000.0)?
+            (double)(pThreadInfo->totalAffectedRows/(pThreadInfo->totalDelay/1000.0)):
+            FLT_MAX);
 }
 
 // sync write interlace data
@@ -5992,7 +6074,7 @@ static void* syncWriteInterlace(threadInfo *pThreadInfo) {
 
         uint32_t recOfBatch = 0;
 
-    for (uint32_t i = 0; i < batchPerTblTimes; i ++) {
+        for (uint64_t i = 0; i < batchPerTblTimes; i ++) {
             char tableName[TSDB_TABLE_NAME_LEN];
 
             getTableName(tableName, pThreadInfo, tableSeq);
@@ -6009,7 +6091,7 @@ static void* syncWriteInterlace(threadInfo *pThreadInfo) {
             if (superTblInfo) {
                 if (superTblInfo->iface == STMT_IFACE) {
 #if STMT_IFACE_ENABLED == 1
-              generated = prepareStbStmt(
+                    generated = prepareStbStmtInterlace(
                             superTblInfo,
                             pThreadInfo->stmt,
                             tableName,
@@ -6238,7 +6320,7 @@ static void* syncWriteProgressive(threadInfo *pThreadInfo) {
       if (superTblInfo) {
           if (superTblInfo->iface == STMT_IFACE) {
 #if STMT_IFACE_ENABLED == 1
-              generated = prepareStbStmt(
+              generated = prepareStbStmtProgressive(
                       superTblInfo,
                       pThreadInfo->stmt,
                       tableName,
@@ -6480,8 +6562,10 @@ static void startMultiThreadInsertData(int threads, char* db_name,
             timePrec = TSDB_TIME_PRECISION_MILLI;
         } else if (0 == strncasecmp(precision, "us", 2)) {
             timePrec = TSDB_TIME_PRECISION_MICRO;
+#if NANO_SECOND_ENABLED == 1
         } else if (0 == strncasecmp(precision, "ns", 2)) {
             timePrec = TSDB_TIME_PRECISION_NANO;
+#endif
         } else {
             errorPrint("Not support precision: %s\n", precision);
             exit(-1);
@@ -6668,13 +6752,26 @@ static void startMultiThreadInsertData(int threads, char* db_name,
 
                 char buffer[3000];
                 char *pstr = buffer;
-        pstr += sprintf(pstr, "INSERT INTO ? values(?");
+
+                if ((superTblInfo)
+                        && (AUTO_CREATE_SUBTBL
+                            == superTblInfo->autoCreateTable)) {
+                    pstr += sprintf(pstr, "INSERT INTO ? USING %s TAGS(?",
+                            superTblInfo->sTblName);
+                    for (int tag = 0; tag < (superTblInfo->tagCount - 1); tag ++ ) {
+                        pstr += sprintf(pstr, ",?");
+                    }
+                    pstr += sprintf(pstr, ") VALUES(?");
+                } else {
+                    pstr += sprintf(pstr, "INSERT INTO ? VALUES(?");
+                }
 
                 for (int col = 0; col < columnCount; col ++) {
                     pstr += sprintf(pstr, ",?");
                 }
                 pstr += sprintf(pstr, ")");
 
+                debugPrint("%s() LN%d, buffer: %s", __func__, __LINE__, buffer);
                 int ret = taos_stmt_prepare(pThreadInfo->stmt, buffer, 0);
                 if (ret != 0){
                     errorPrint("failed to execute taos_stmt_prepare. return 0x%x. reason: %s\n",
@@ -6758,34 +6855,40 @@ static void startMultiThreadInsertData(int threads, char* db_name,
     int64_t end = taosGetTimestampMs();
     int64_t t = end - start;
 
+    double tInMs = t/1000.0;
+
     if (superTblInfo) {
         fprintf(stderr, "Spent %.2f seconds to insert rows: %"PRIu64", affected rows: %"PRIu64" with %d thread(s) into %s.%s. %.2f records/second\n\n",
-          t / 1000.0, superTblInfo->totalInsertRows,
+                tInMs, superTblInfo->totalInsertRows,
                 superTblInfo->totalAffectedRows,
                 threads, db_name, superTblInfo->sTblName,
-          (double)superTblInfo->totalInsertRows / (t / 1000.0));
+                (tInMs)?
+                (double)(superTblInfo->totalInsertRows/tInMs):FLT_MAX);
 
         if (g_fpOfInsertResult) {
             fprintf(g_fpOfInsertResult,
                     "Spent %.2f seconds to insert rows: %"PRIu64", affected rows: %"PRIu64" with %d thread(s) into %s.%s. %.2f records/second\n\n",
-          t / 1000.0, superTblInfo->totalInsertRows,
+                    tInMs, superTblInfo->totalInsertRows,
                     superTblInfo->totalAffectedRows,
                     threads, db_name, superTblInfo->sTblName,
-          (double)superTblInfo->totalInsertRows / (t / 1000.0));
+                    (tInMs)?
+                    (double)(superTblInfo->totalInsertRows/tInMs):FLT_MAX);
         }
     } else {
         fprintf(stderr, "Spent %.2f seconds to insert rows: %"PRIu64", affected rows: %"PRIu64" with %d thread(s) into %s %.2f records/second\n\n",
-          t / 1000.0, g_args.totalInsertRows,
+                tInMs, g_args.totalInsertRows,
                 g_args.totalAffectedRows,
                 threads, db_name,
-          (double)g_args.totalInsertRows / (t / 1000.0));
+                (tInMs)?
+                (double)(g_args.totalInsertRows/tInMs):FLT_MAX);
         if (g_fpOfInsertResult) {
             fprintf(g_fpOfInsertResult,
                     "Spent %.2f seconds to insert rows: %"PRIu64", affected rows: %"PRIu64" with %d thread(s) into %s %.2f records/second\n\n",
-          t * 1000.0, g_args.totalInsertRows,
+                    tInMs, g_args.totalInsertRows,
                     g_args.totalAffectedRows,
                     threads, db_name,
-          (double)g_args.totalInsertRows / (t / 1000.0));
+                    (tInMs)?
+                    (double)(g_args.totalInsertRows/tInMs):FLT_MAX);
         }
     }
 

src/mnode/inc/mnodeDef.h

@@ -214,6 +214,23 @@ typedef struct SUserObj {
   struct SAcctObj * pAcct;
 } SUserObj;
 
+typedef struct SFuncObj {
+  char              name[TSDB_FUNC_NAME_LEN];
+  char              path[128];
+  int32_t           contLen;
+  char              cont[TSDB_FUNC_CODE_LEN];
+  int32_t           funcType;
+  int32_t           bufSize;
+  int64_t           createdTime;
+  uint8_t           resType;
+  int16_t           resBytes;
+  int64_t           sig;         // partial md5 sign
+  int16_t           type;        // [lua script|so|js]
+  int8_t            reserved[64];
+  int8_t            updateEnd[4];
+  int32_t           refCount;
+} SFuncObj;
+
 typedef struct {
   int64_t totalStorage;  // Total storage wrtten from this account
   int64_t compStorage;   // Compressed storage on disk
@@ -258,7 +275,7 @@ typedef struct {
   void *   pIter;
   void **  ppShow;
   int16_t  offset[TSDB_MAX_COLUMNS];
-  int16_t  bytes[TSDB_MAX_COLUMNS];
+  int32_t  bytes[TSDB_MAX_COLUMNS];
   int32_t  numOfReads;
   int8_t   maxReplica;
   int8_t   reserved0[1];

src/mnode/inc/mnodeFunc.h

@@ -0,0 +1,40 @@
+/*
+ * 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/>.
+ */
+
+#ifndef TDENGINE_MNODE_FUNC_H
+#define TDENGINE_MNODE_FUNC_H
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+#include "mnodeDef.h"
+
+int32_t   mnodeInitFuncs();
+void      mnodeCleanupFuncs();
+
+SFuncObj *mnodeGetFunc(char *name);
+void *    mnodeGetNextFunc(void *pIter, SFuncObj **pFunc);
+void      mnodeCancelGetNextFunc(void *pIter);
+
+void      mnodeIncFuncRef(SFuncObj *pFunc);
+void      mnodeDecFuncRef(SFuncObj *pFunc);
+
+int32_t   mnodeCreateFunc(SAcctObj *pAcct, char *name, int32_t codeLen, char *code, char *path, uint8_t outputType, int16_t outputLen, int32_t funcType, int32_t bufSize, SMnodeMsg *pMsg);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

src/mnode/inc/mnodeSdb.h

@@ -33,7 +33,8 @@ typedef enum {
   SDB_TABLE_VGROUP  = 6,
   SDB_TABLE_STABLE  = 7,
   SDB_TABLE_CTABLE  = 8,
-  SDB_TABLE_MAX     = 9
+  SDB_TABLE_FUNC    = 9,
+  SDB_TABLE_MAX     = 10
 } ESdbTable;
 
 typedef enum {

src/mnode/src/mnodeDb.c

@@ -554,6 +554,9 @@ void mnodeCleanupDbs() {
   tsDbSdb = NULL;
 }
 
+
+
+
 static int32_t mnodeGetDbMeta(STableMetaMsg *pMeta, SShowObj *pShow, void *pConn) {
   int32_t cols = 0;
 

src/mnode/src/mnodeFunc.c

@@ -0,0 +1,485 @@
+/*
+ * 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/>.
+ */
+
+#define _DEFAULT_SOURCE
+#include "os.h"
+#include "trpc.h"
+#include "tutil.h"
+#include "tglobal.h"
+#include "tgrant.h"
+#include "tdataformat.h"
+#include "tkey.h"
+#include "mnode.h"
+#include "dnode.h"
+#include "mnodeDef.h"
+#include "mnodeInt.h"
+#include "mnodeAcct.h"
+#include "mnodeUser.h"
+#include "mnodeMnode.h"
+#include "mnodeSdb.h"
+#include "mnodeShow.h"
+#include "mnodeFunc.h"
+#include "mnodeWrite.h"
+#include "mnodeRead.h"
+#include "mnodePeer.h"
+
+int64_t        tsFuncRid = -1;
+static void *  tsFuncSdb = NULL;
+static int32_t tsFuncUpdateSize = 0;
+static int32_t mnodeGetFuncMeta(STableMetaMsg *pMeta, SShowObj *pShow, void *pConn);
+static int32_t mnodeRetrieveFuncs(SShowObj *pShow, char *data, int32_t rows, void *pConn);
+static int32_t mnodeProcessRetrieveFuncImplMsg(SMnodeMsg *pMsg);
+static int32_t mnodeProcessCreateFuncMsg(SMnodeMsg *pMsg);
+static int32_t mnodeProcessDropFuncMsg(SMnodeMsg *pMsg);
+
+static int32_t mnodeFuncActionDestroy(SSdbRow *pRow) {
+  tfree(pRow->pObj);
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionInsert(SSdbRow *pRow) {
+  SFuncObj *pFunc = pRow->pObj;
+
+  mTrace("func:%s, contLen: %d, insert into sdb", pFunc->name, pFunc->contLen);
+
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionDelete(SSdbRow *pRow) {
+  SFuncObj *pFunc = pRow->pObj;
+
+  mTrace("func:%s, length: %d, delete from sdb", pFunc->name, pFunc->contLen);
+
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionUpdate(SSdbRow *pRow) {
+  SFuncObj *pFunc = pRow->pObj;
+
+  SFuncObj *pSaved = mnodeGetFunc(pFunc->name);
+  if (pFunc != pSaved) {
+    memcpy(pSaved, pFunc, tsFuncUpdateSize);
+    free(pFunc);
+  }
+
+  mnodeDecFuncRef(pSaved);
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionEncode(SSdbRow *pRow) {
+  SFuncObj *pFunc = pRow->pObj;
+
+  memcpy(pRow->rowData, pFunc, tsFuncUpdateSize);
+  pRow->rowSize = tsFuncUpdateSize;
+
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionDecode(SSdbRow *pRow) {
+  SFuncObj *pFunc = (SFuncObj *)calloc(1, sizeof(SFuncObj));
+  if (pFunc == NULL) return TSDB_CODE_MND_OUT_OF_MEMORY;
+
+  memcpy(pFunc, pRow->rowData, tsFuncUpdateSize);
+  pRow->pObj = pFunc;
+
+  return TSDB_CODE_SUCCESS;
+}
+
+static int32_t mnodeFuncActionRestored() {
+  int64_t numOfRows = sdbGetNumOfRows(tsFuncSdb);
+
+  if (numOfRows <= 0 && dnodeIsFirstDeploy()) {
+    mInfo("dnode first deploy, func restored.");
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
+int32_t mnodeInitFuncs() {
+  SFuncObj tObj;
+  tsFuncUpdateSize = (int32_t)((int8_t *)tObj.updateEnd - (int8_t *)&tObj);
+
+  SSdbTableDesc desc = {
+    .id           = SDB_TABLE_FUNC,
+    .name         = "funcs",
+    .hashSessions = TSDB_DEFAULT_USERS_HASH_SIZE,
+    .maxRowSize   = tsFuncUpdateSize,
+    .refCountPos  = (int32_t)((int8_t *)(&tObj.refCount) - (int8_t *)&tObj),
+    .keyType      = SDB_KEY_STRING,
+    .fpInsert     = mnodeFuncActionInsert,
+    .fpDelete     = mnodeFuncActionDelete,
+    .fpUpdate     = mnodeFuncActionUpdate,
+    .fpEncode     = mnodeFuncActionEncode,
+    .fpDecode     = mnodeFuncActionDecode,
+    .fpDestroy    = mnodeFuncActionDestroy,
+    .fpRestored   = mnodeFuncActionRestored
+  };
+
+  tsFuncRid = sdbOpenTable(&desc);
+  tsFuncSdb = sdbGetTableByRid(tsFuncRid);
+  if (tsFuncSdb == NULL) {
+    mError("table:%s, failed to create hash", desc.name);
+    return -1;
+  }
+
+  mnodeAddWriteMsgHandle(TSDB_MSG_TYPE_CM_CREATE_FUNCTION, mnodeProcessCreateFuncMsg);
+  mnodeAddWriteMsgHandle(TSDB_MSG_TYPE_CM_DROP_FUNCTION, mnodeProcessDropFuncMsg);
+  mnodeAddReadMsgHandle(TSDB_MSG_TYPE_CM_RETRIEVE_FUNC, mnodeProcessRetrieveFuncImplMsg);
+
+  mnodeAddShowMetaHandle(TSDB_MGMT_TABLE_FUNCTION, mnodeGetFuncMeta);
+  mnodeAddShowRetrieveHandle(TSDB_MGMT_TABLE_FUNCTION, mnodeRetrieveFuncs);
+  mnodeAddShowFreeIterHandle(TSDB_MGMT_TABLE_FUNCTION, mnodeCancelGetNextFunc);
+
+  mDebug("table:%s, hash is created", desc.name);
+
+  return 0;
+}
+
+void mnodeCleanupFuncs() {
+  sdbCloseTable(tsFuncRid);
+  tsFuncSdb = NULL;
+}
+
+SFuncObj *mnodeGetFunc(char *name) {
+  return (SFuncObj *)sdbGetRow(tsFuncSdb, name);
+}
+
+void *mnodeGetNextFunc(void *pIter, SFuncObj **pFunc) {
+  return sdbFetchRow(tsFuncSdb, pIter, (void **)pFunc);
+}
+
+void mnodeCancelGetNextFunc(void *pIter) {
+ sdbFreeIter(tsFuncSdb, pIter);
+}
+
+void mnodeIncFuncRef(SFuncObj *pFunc) {
+  sdbIncRef(tsFuncSdb, pFunc);
+}
+
+void mnodeDecFuncRef(SFuncObj *pFunc) {
+  sdbDecRef(tsFuncSdb, pFunc);
+}
+/*
+static int32_t mnodeUpdateFunc(SFuncObj *pFunc, void *pMsg) {
+  SSdbRow row = {
+    .type   = SDB_OPER_GLOBAL,
+    .pTable = tsFuncSdb,
+    .pObj   = pFunc,
+    .pMsg   = pMsg
+  };
+
+  int32_t code = sdbUpdateRow(&row);
+  if (code != TSDB_CODE_SUCCESS && code != TSDB_CODE_MND_ACTION_IN_PROGRESS) {
+    mError("func:%s, failed to alter by %s, reason:%s", pFunc->name, mnodeGetUserFromMsg(pMsg), tstrerror(code));
+  } else {
+    mLInfo("func:%s, is altered by %s", pFunc->name, mnodeGetUserFromMsg(pMsg));
+  }
+
+  return code;
+}
+*/
+int32_t mnodeCreateFunc(SAcctObj *pAcct, char *name, int32_t codeLen, char *codeScript, char *path, uint8_t outputType, int16_t outputLen, int32_t funcType, int32_t bufSize, SMnodeMsg *pMsg) {
+  if (grantCheck(TSDB_GRANT_TIME) != TSDB_CODE_SUCCESS) {
+    return TSDB_CODE_GRANT_EXPIRED;
+  }
+
+  if (!pMsg->pUser->writeAuth) {
+    return TSDB_CODE_MND_NO_RIGHTS;
+  }
+
+  int32_t code = acctCheck(pAcct, ACCT_GRANT_USER);
+  if (code != TSDB_CODE_SUCCESS) {
+    return code;
+  }
+
+  code = grantCheck(TSDB_GRANT_USER);
+  if (code != TSDB_CODE_SUCCESS) {
+    return code;
+  }
+
+  if (name[0] == 0) {
+    return TSDB_CODE_MND_INVALID_FUNC_NAME;
+  }
+
+  if (codeScript[0] == 0) {
+    return TSDB_CODE_MND_INVALID_FUNC_CODE;
+  }
+
+  if (codeLen < 0 || codeLen > TSDB_FUNC_CODE_LEN) {
+    return TSDB_CODE_MND_INVALID_FUNC_CODE;
+  }
+
+  if (bufSize < 0 || bufSize > TSDB_FUNC_BUF_SIZE) {
+    return TSDB_CODE_MND_INVALID_FUNC_BUFSIZE;
+  }
+
+  SFuncObj *pFunc = mnodeGetFunc(name);
+  if (pFunc != NULL) {
+    mDebug("func:%s, is already there", name);
+    mnodeDecFuncRef(pFunc);
+    return TSDB_CODE_MND_FUNC_ALREADY_EXIST;
+  }
+
+  pFunc = calloc(1, sizeof(SFuncObj));
+  tstrncpy(pFunc->name, name, TSDB_FUNC_NAME_LEN);
+  tstrncpy(pFunc->path, path, tListLen(pFunc->path));
+  memcpy(pFunc->cont, codeScript, codeLen);
+  pFunc->contLen     = codeLen;
+  pFunc->createdTime = taosGetTimestampMs();
+  pFunc->resType     = outputType;
+  pFunc->resBytes    = outputLen;
+  pFunc->funcType    = funcType;
+  pFunc->bufSize     = bufSize;
+  pFunc->sig  = 0;
+  pFunc->type = 1; //lua script, refactor
+
+  SSdbRow row = {
+    .type     = SDB_OPER_GLOBAL,
+    .pTable   = tsFuncSdb,
+    .pObj     = pFunc,
+    .rowSize  = sizeof(SFuncObj),
+    .pMsg     = pMsg
+  };
+
+  code = sdbInsertRow(&row);
+  if (code != TSDB_CODE_SUCCESS && code != TSDB_CODE_MND_ACTION_IN_PROGRESS) {
+    mError("func:%s, failed to create by %s, reason:%s", pFunc->name, mnodeGetUserFromMsg(pMsg), tstrerror(code));
+    tfree(pFunc);
+  } else {
+    mLInfo("func:%s, is created by %s", pFunc->name, mnodeGetUserFromMsg(pMsg));
+  }
+
+  return code;
+}
+
+static int32_t mnodeDropFunc(SFuncObj *pFunc, void *pMsg) {
+  SSdbRow row = {
+    .type   = SDB_OPER_GLOBAL,
+    .pTable = tsFuncSdb,
+    .pObj   = pFunc,
+    .pMsg   = pMsg
+  };
+
+  int32_t code = sdbDeleteRow(&row);
+  if (code != TSDB_CODE_SUCCESS && code != TSDB_CODE_MND_ACTION_IN_PROGRESS) {
+    mError("func:%s, failed to drop by %s, reason:%s", pFunc->name, mnodeGetUserFromMsg(pMsg), tstrerror(code));
+  } else {
+    mLInfo("func:%s, is dropped by %s", pFunc->name, mnodeGetUserFromMsg(pMsg));
+  }
+
+  return code;
+}
+
+static int32_t mnodeGetFuncsNum() {
+  return (int32_t)sdbGetNumOfRows(tsFuncSdb);
+}
+
+static int32_t mnodeGetFuncMeta(STableMetaMsg *pMeta, SShowObj *pShow, void *pConn) {
+  SUserObj *pUser = mnodeGetUserFromConn(pConn);
+  if (pUser == NULL) {
+    return TSDB_CODE_MND_NO_USER_FROM_CONN;
+  }
+
+  int32_t cols = 0;
+  SSchema *pSchema = pMeta->schema;
+
+  pShow->bytes[cols] = TSDB_FUNC_NAME_LEN + VARSTR_HEADER_SIZE;
+  pSchema[cols].type = TSDB_DATA_TYPE_BINARY;
+  strcpy(pSchema[cols].name, "name");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = PATH_MAX + VARSTR_HEADER_SIZE;
+  pSchema[cols].type = TSDB_DATA_TYPE_BINARY;
+  strcpy(pSchema[cols].name, "path");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = 4;
+  pSchema[cols].type = TSDB_DATA_TYPE_INT;
+  strcpy(pSchema[cols].name, "aggregate");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = TSDB_TYPE_STR_MAX_LEN + VARSTR_HEADER_SIZE;
+  pSchema[cols].type = TSDB_DATA_TYPE_BINARY;
+  strcpy(pSchema[cols].name, "outputtype");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = 8;
+  pSchema[cols].type = TSDB_DATA_TYPE_TIMESTAMP;
+  strcpy(pSchema[cols].name, "create_time");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = 4;
+  pSchema[cols].type = TSDB_DATA_TYPE_INT;
+  strcpy(pSchema[cols].name, "code_len");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pShow->bytes[cols] = 4;
+  pSchema[cols].type = TSDB_DATA_TYPE_INT;
+  strcpy(pSchema[cols].name, "bufsize");
+  pSchema[cols].bytes = htons(pShow->bytes[cols]);
+  cols++;
+
+  pMeta->numOfColumns = htons(cols);
+  strcpy(pMeta->tableFname, "show funcs");
+  pShow->numOfColumns = cols;
+
+  pShow->offset[0] = 0;
+  for (int32_t i = 1; i < cols; ++i) {
+    pShow->offset[i] = pShow->offset[i - 1] + pShow->bytes[i - 1];
+  }
+
+  pShow->numOfRows = mnodeGetFuncsNum();
+  pShow->rowSize = pShow->offset[cols - 1] + pShow->bytes[cols - 1];
+
+  mnodeDecUserRef(pUser);
+
+  return 0;
+}
+
+static void* mnodeGenTypeStr(char *buf, int32_t buflen, uint8_t type, int16_t len) {
+  char *msg = "unknown";
+  if (type >= sizeof(tDataTypes)/sizeof(tDataTypes[0])) {
+    return msg;
+  }
+  
+  if (type == TSDB_DATA_TYPE_NCHAR || type == TSDB_DATA_TYPE_BINARY) {
+    int32_t bytes = len > 0 ? (int)(len - VARSTR_HEADER_SIZE) : len;
+    
+    snprintf(buf, buflen - 1, "%s(%d)", tDataTypes[type].name, type == TSDB_DATA_TYPE_NCHAR ? bytes/4 : bytes);
+    buf[buflen - 1] = 0;
+
+    return buf;
+  }
+  
+  return tDataTypes[type].name;
+}
+
+static int32_t mnodeRetrieveFuncs(SShowObj *pShow, char *data, int32_t rows, void *pConn) {
+  int32_t   numOfRows = 0;
+  SFuncObj *pFunc    = NULL;
+  int32_t   cols      = 0;
+  char     *pWrite;
+  char      buf[TSDB_TYPE_STR_MAX_LEN];
+
+  while (numOfRows < rows) {
+    pShow->pIter = mnodeGetNextFunc(pShow->pIter, &pFunc);
+    if (pFunc == NULL) break;
+
+    cols = 0;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    STR_WITH_MAXSIZE_TO_VARSTR(pWrite, pFunc->name, pShow->bytes[cols]);
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    STR_WITH_MAXSIZE_TO_VARSTR(pWrite, pFunc->path, pShow->bytes[cols]);
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    *(int32_t *)pWrite = pFunc->funcType == TSDB_UDF_TYPE_AGGREGATE ? 1 : 0;
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    STR_WITH_MAXSIZE_TO_VARSTR(pWrite, mnodeGenTypeStr(buf, TSDB_TYPE_STR_MAX_LEN, pFunc->resType, pFunc->resBytes), pShow->bytes[cols]);
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    *(int64_t *)pWrite = pFunc->createdTime;
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    *(int32_t *)pWrite = pFunc->contLen;
+    cols++;
+
+    pWrite = data + pShow->offset[cols] * rows + pShow->bytes[cols] * numOfRows;
+    *(int32_t *)pWrite = pFunc->bufSize;
+    cols++;
+
+    numOfRows++;
+    mnodeDecFuncRef(pFunc);
+  }
+
+  mnodeVacuumResult(data, pShow->numOfColumns, numOfRows, rows, pShow);
+  pShow->numOfReads += numOfRows;
+  return numOfRows;
+}
+
+static int32_t mnodeProcessCreateFuncMsg(SMnodeMsg *pMsg) {
+  SCreateFuncMsg *pCreate    = pMsg->rpcMsg.pCont;
+  pCreate->codeLen       = htonl(pCreate->codeLen);
+  pCreate->outputLen     = htons(pCreate->outputLen);
+  pCreate->funcType      = htonl(pCreate->funcType);
+  pCreate->bufSize       = htonl(pCreate->bufSize);
+
+  return mnodeCreateFunc(pMsg->pUser->pAcct, pCreate->name, pCreate->codeLen, pCreate->code, pCreate->path, pCreate->outputType, pCreate->outputLen, pCreate->funcType, pCreate->bufSize, pMsg);
+}
+
+static int32_t mnodeProcessDropFuncMsg(SMnodeMsg *pMsg) {
+  SDropFuncMsg *pDrop = pMsg->rpcMsg.pCont;
+
+  SFuncObj *pFunc = mnodeGetFunc(pDrop->name);
+  if (pFunc == NULL) {
+    return TSDB_CODE_MND_INVALID_FUNC;
+  }
+
+  return mnodeDropFunc(pFunc, pMsg);
+}
+
+static int32_t mnodeProcessRetrieveFuncImplMsg(SMnodeMsg *pMsg) {
+  SRetrieveFuncMsg *pInfo = pMsg->rpcMsg.pCont;
+  pInfo->num = htonl(pInfo->num);
+
+  int32_t t = sizeof(SUdfFuncMsg) + (sizeof(SFunctionInfoMsg) + TSDB_FUNC_CODE_LEN) * pInfo->num + 16384;
+
+  SUdfFuncMsg *pFuncMsg = rpcMallocCont(t);
+  pFuncMsg->num = htonl(pInfo->num);
+  char* pOutput = pFuncMsg->content;
+  tstr* name = (tstr*) pInfo->name;
+
+  for(int32_t i = 0; i < pInfo->num; ++i) {
+    char buf[TSDB_FUNC_NAME_LEN] = {0};
+    tstrncpy(buf, name->data, htons(name->len) + 1);
+
+    SFuncObj* pFuncObj = mnodeGetFunc(buf);
+    if (pFuncObj == NULL) {
+      mError("function %s does not exist", buf);
+      return TSDB_CODE_MND_INVALID_FUNC;
+    }
+    
+    SFunctionInfoMsg* pFuncInfo = (SFunctionInfoMsg*) pOutput;
+
+    strcpy(pFuncInfo->name, buf);
+    pFuncInfo->len = htonl(pFuncObj->contLen);
+    memcpy(pFuncInfo->content, pFuncObj->cont, pFuncObj->contLen);
+
+    pFuncInfo->funcType = htonl(pFuncObj->funcType);
+    pFuncInfo->resType = pFuncObj->resType;
+    pFuncInfo->resBytes = htons(pFuncObj->resBytes);
+    pFuncInfo->bufSize  = htonl(pFuncObj->bufSize);
+    
+    pOutput += sizeof(SFunctionInfoMsg) + pFuncObj->contLen;
+    name =(tstr *)((char *)name + sizeof(*name) + htons(name->len));
+  }
+
+  pMsg->rpcRsp.rsp = pFuncMsg;
+  pMsg->rpcRsp.len = (int32_t)(pOutput - (char*)pFuncMsg);
+  return TSDB_CODE_SUCCESS;
+}

src/mnode/src/mnodeMain.c

@@ -32,6 +32,7 @@
 #include "mnodeSdb.h"
 #include "mnodeVgroup.h"
 #include "mnodeUser.h"
+#include "mnodeFunc.h"
 #include "mnodeTable.h"
 #include "mnodeCluster.h"
 #include "mnodeShow.h"
@@ -46,6 +47,7 @@ static SStep tsMnodeSteps[] = {
   {"cluster", mnodeInitCluster, mnodeCleanupCluster},
   {"accts",   mnodeInitAccts,   mnodeCleanupAccts},
   {"users",   mnodeInitUsers,   mnodeCleanupUsers},
+  {"funcs",   mnodeInitFuncs,   mnodeCleanupFuncs},
   {"dnodes",  mnodeInitDnodes,  mnodeCleanupDnodes},
   {"dbs",     mnodeInitDbs,     mnodeCleanupDbs},
   {"vgroups", mnodeInitVgroups, mnodeCleanupVgroups},

src/mnode/src/mnodeTable.c

@@ -42,6 +42,7 @@
 #include "mnodeWrite.h"
 #include "mnodeRead.h"
 #include "mnodePeer.h"
+#include "mnodeFunc.h"
 
 #define ALTER_CTABLE_RETRY_TIMES  3
 #define CREATE_CTABLE_RETRY_TIMES 10
@@ -104,6 +105,20 @@ static void mnodeDestroyChildTable(SCTableObj *pTable) {
   tfree(pTable);
 }
 
+static char* mnodeGetTableShowPattern(SShowObj *pShow) {
+  char* pattern = NULL;
+  if (pShow != NULL && pShow->payloadLen > 0) {
+    pattern = (char*)malloc(pShow->payloadLen + 1);
+    if (pattern == NULL) {
+      terrno = TSDB_CODE_QRY_OUT_OF_MEMORY;
+      return NULL;
+    }
+    memcpy(pattern, pShow->payload, pShow->payloadLen);
+    pattern[pShow->payloadLen] = 0;
+  }
+  return pattern;
+}
+
 static int32_t mnodeChildTableActionDestroy(SSdbRow *pRow) {
   mnodeDestroyChildTable(pRow->pObj);
   return TSDB_CODE_SUCCESS;
@@ -1620,6 +1635,11 @@ int32_t mnodeRetrieveShowSuperTables(SShowObj *pShow, char *data, int32_t rows,
   SPatternCompareInfo info = PATTERN_COMPARE_INFO_INITIALIZER;
   char stableName[TSDB_TABLE_NAME_LEN] = {0};
 
+  char* pattern = mnodeGetTableShowPattern(pShow);
+  if (pShow->payloadLen > 0 && pattern == NULL) {
+    return 0;
+  }
+
   while (numOfRows < rows) {
     pShow->pIter = mnodeGetNextSuperTable(pShow->pIter, &pTable);
     if (pTable == NULL) break;
@@ -1631,7 +1651,7 @@ int32_t mnodeRetrieveShowSuperTables(SShowObj *pShow, char *data, int32_t rows,
     memset(stableName, 0, tListLen(stableName));
     mnodeExtractTableName(pTable->info.tableId, stableName);
 
-    if (pShow->payloadLen > 0 && patternMatch(pShow->payload, stableName, sizeof(stableName) - 1, &info) != TSDB_PATTERN_MATCH) {
+    if (pShow->payloadLen > 0 && patternMatch(pattern, stableName, sizeof(stableName) - 1, &info) != TSDB_PATTERN_MATCH) {
       mnodeDecTableRef(pTable);
       continue;
     }
@@ -1671,6 +1691,7 @@ int32_t mnodeRetrieveShowSuperTables(SShowObj *pShow, char *data, int32_t rows,
 
   mnodeVacuumResult(data, pShow->numOfColumns, numOfRows, rows, pShow);
   mnodeDecDbRef(pDb);
+  free(pattern);
 
   return numOfRows;
 }
@@ -2906,6 +2927,7 @@ static int32_t mnodeProcessMultiTableMetaMsg(SMnodeMsg *pMsg) {
 
   pInfo->numOfTables  = htonl(pInfo->numOfTables);
   pInfo->numOfVgroups = htonl(pInfo->numOfVgroups);
+  pInfo->numOfUdfs    = htonl(pInfo->numOfUdfs);
 
   int32_t contLen = pMsg->rpcMsg.contLen - sizeof(SMultiTableInfoMsg);
 
@@ -2914,9 +2936,9 @@ static int32_t mnodeProcessMultiTableMetaMsg(SMnodeMsg *pMsg) {
   char*   str      = strndup(pInfo->tableNames, contLen);
   char**  nameList = strsplit(str, ",", &num);
   SArray* pList    = taosArrayInit(4, POINTER_BYTES);
-  SMultiTableMeta *pMultiMeta = NULL;
 
-  if (num != pInfo->numOfTables + pInfo->numOfVgroups) {
+  SMultiTableMeta *pMultiMeta = NULL;
+  if (num != pInfo->numOfTables + pInfo->numOfVgroups + pInfo->numOfUdfs) {
     mError("msg:%p, app:%p, failed to get multi-tableMeta, msg inconsistent", pMsg, pMsg->rpcMsg.ahandle);
     code = TSDB_CODE_MND_INVALID_TABLE_NAME;
     goto _end;
@@ -2991,8 +3013,10 @@ static int32_t mnodeProcessMultiTableMetaMsg(SMnodeMsg *pMsg) {
     }
   }
 
+  int32_t tableNum = pInfo->numOfTables + pInfo->numOfVgroups;
+
   // add the additional super table names that needs the vgroup info
-  for(;t < num; ++t) {
+  for(;t < tableNum; ++t) {
     taosArrayPush(pList, &nameList[t]);
   }
 
@@ -3023,6 +3047,36 @@ static int32_t mnodeProcessMultiTableMetaMsg(SMnodeMsg *pMsg) {
   pMultiMeta->contLen = (int32_t) (msg - (char*) pMultiMeta);
 
   pMultiMeta->numOfTables = htonl(pMultiMeta->numOfTables);
+
+  // add the user-defined-function information
+  for(int32_t i = 0; i < pInfo->numOfUdfs; ++i, ++t) {
+    char buf[TSDB_FUNC_NAME_LEN] = {0};
+    strcpy(buf, nameList[t]);
+
+    SFuncObj* pFuncObj = mnodeGetFunc(buf);
+    if (pFuncObj == NULL) {
+      mError("function %s does not exist", buf);
+      code = TSDB_CODE_MND_INVALID_FUNC;
+      goto _end;
+    }
+
+    SFunctionInfoMsg* pFuncInfo = (SFunctionInfoMsg*) msg;
+
+    strcpy(pFuncInfo->name, buf);
+    pFuncInfo->len = htonl(pFuncObj->contLen);
+    memcpy(pFuncInfo->content, pFuncObj->cont, pFuncObj->contLen);
+
+    pFuncInfo->funcType = htonl(pFuncObj->funcType);
+    pFuncInfo->resType  = pFuncObj->resType;
+    pFuncInfo->resBytes = htons(pFuncObj->resBytes);
+    pFuncInfo->bufSize  = htonl(pFuncObj->bufSize);
+
+    msg += sizeof(SFunctionInfoMsg) + pFuncObj->contLen;
+  }
+
+  pMultiMeta->contLen  = (int32_t) (msg - (char*) pMultiMeta);
+  pMultiMeta->numOfUdf = htonl(pInfo->numOfUdfs);
+
   pMsg->rpcRsp.rsp = pMultiMeta;
   pMsg->rpcRsp.len = pMultiMeta->contLen;
   code = TSDB_CODE_SUCCESS;
@@ -3033,11 +3087,13 @@ static int32_t mnodeProcessMultiTableMetaMsg(SMnodeMsg *pMsg) {
     goto _end;
   }
 
-  int32_t len = tsCompressString(pMultiMeta->meta, (int32_t)pMultiMeta->contLen - sizeof(SMultiTableMeta), 1,
+  int32_t dataLen = (int32_t)pMultiMeta->contLen - sizeof(SMultiTableMeta);
-      tmp + sizeof(SMultiTableMeta), (int32_t)pMultiMeta->contLen - sizeof(SMultiTableMeta) + 2, ONE_STAGE_COMP, NULL, 0);
+  int32_t len = tsCompressString(pMultiMeta->meta, dataLen, 1, tmp + sizeof(SMultiTableMeta), (int32_t)dataLen + 2,
+                                 ONE_STAGE_COMP, NULL, 0);
 
+  pMultiMeta->metaClone = pInfo->metaClone;
   pMultiMeta->rawLen = pMultiMeta->contLen;
-  if (len == -1 || len + sizeof(SMultiTableMeta) >= pMultiMeta->contLen + 2) { // compress failed, do not compress this binary data
+  if (len == -1 || len >= dataLen + 2) { // compress failed, do not compress this binary data
     pMultiMeta->compressed = 0;
     memcpy(tmp, pMultiMeta, sizeof(SMultiTableMeta) + pMultiMeta->contLen);
   } else {
@@ -3157,16 +3213,10 @@ static int32_t mnodeRetrieveShowTables(SShowObj *pShow, char *data, int32_t rows
   char prefix[64] = {0};
   int32_t prefixLen = (int32_t)tableIdPrefix(pDb->name, prefix, 64);
 
-  char* pattern = NULL;
+  char* pattern = mnodeGetTableShowPattern(pShow);
-  if (pShow->payloadLen > 0) {
+  if (pShow->payloadLen > 0 && pattern == NULL) {
-    pattern = (char*)malloc(pShow->payloadLen + 1);
-    if (pattern == NULL) {
-      terrno = TSDB_CODE_QRY_OUT_OF_MEMORY;
     return 0;
   }
-    memcpy(pattern, pShow->payload, pShow->payloadLen);
-    pattern[pShow->payloadLen] = 0;
-  }
 
   while (numOfRows < rows) {
     pShow->pIter = mnodeGetNextChildTable(pShow->pIter, &pTable);
@@ -3397,6 +3447,11 @@ static int32_t mnodeRetrieveStreamTables(SShowObj *pShow, char *data, int32_t ro
   strcat(prefix, TS_PATH_DELIMITER);
   int32_t prefixLen = (int32_t)strlen(prefix);
 
+  char* pattern = mnodeGetTableShowPattern(pShow);
+  if (pShow->payloadLen > 0 && pattern == NULL) {
+    return 0;
+  }
+
   while (numOfRows < rows) {
     pShow->pIter = mnodeGetNextChildTable(pShow->pIter, &pTable);
     if (pTable == NULL) break;
@@ -3412,7 +3467,7 @@ static int32_t mnodeRetrieveStreamTables(SShowObj *pShow, char *data, int32_t ro
     // pattern compare for table name
     mnodeExtractTableName(pTable->info.tableId, tableName);
 
-    if (pShow->payloadLen > 0 && patternMatch(pShow->payload, tableName, sizeof(tableName) - 1, &info) != TSDB_PATTERN_MATCH) {
+    if (pShow->payloadLen > 0 && patternMatch(pattern, tableName, sizeof(tableName) - 1, &info) != TSDB_PATTERN_MATCH) {
       mnodeDecTableRef(pTable);
       continue;
     }
@@ -3444,6 +3499,7 @@ static int32_t mnodeRetrieveStreamTables(SShowObj *pShow, char *data, int32_t ro
 
   mnodeVacuumResult(data, pShow->numOfColumns, numOfRows, rows, pShow);
   mnodeDecDbRef(pDb);
+  free(pattern);
 
   return numOfRows;
 }

src/os/inc/os.h

@@ -37,6 +37,7 @@ extern "C" {
 #include "osSysinfo.h"
 #include "osTime.h"
 #include "osTimer.h"
+#include "osSystem.h"
 
 void osInit();
 

src/os/inc/osInc.h

@@ -77,6 +77,7 @@ extern "C" {
     #include "osEok.h"
   #else
     #include <argp.h>
+    #include <dlfcn.h>
     #include <endian.h>
     #include <linux/sysctl.h>
     #include <poll.h>

src/os/inc/osSystem.h

@@ -0,0 +1,31 @@
+/*
+ * 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/>.
+ */
+
+#ifndef TDENGINE_OS_SYSTEM_H
+#define TDENGINE_OS_SYSTEM_H
+
+#ifdef __cplusplus
+extern "C" {
+#endif
+
+void* taosLoadDll(const char *filename);
+void* taosLoadSym(void* handle, char* name);
+void taosCloseDll(void *handle);
+
+#ifdef __cplusplus
+}
+#endif
+
+#endif

src/os/src/darwin/darwinSystem.c

@@ -0,0 +1,32 @@
+/*
+ * 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/>.
+ */
+
+#define _DEFAULT_SOURCE
+#include "os.h"
+#include "tglobal.h"
+#include "tulog.h"
+
+void* taosLoadDll(const char *filename) {
+  return NULL;
+}
+
+void* taosLoadSym(void* handle, char* name) {
+  return NULL;
+}
+
+void taosCloseDll(void *handle) {
+}
+
+

src/os/src/linux/CMakeLists.txt

@@ -4,4 +4,4 @@ PROJECT(TDengine)
 AUX_SOURCE_DIRECTORY(. SRC)
 ADD_LIBRARY(oslinux ${SRC})
 
-TARGET_LINK_LIBRARIES(oslinux m rt z)
+TARGET_LINK_LIBRARIES(oslinux m rt z dl)

src/os/src/linux/osSystem.c

@@ -0,0 +1,54 @@
+/*
+ * 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/>.
+ */
+
+#define _DEFAULT_SOURCE
+#include "os.h"
+#include "tconfig.h"
+#include "tglobal.h"
+#include "tulog.h"
+
+void* taosLoadDll(const char *filename) {
+  void *handle = dlopen (filename, RTLD_LAZY);  
+  if (!handle) {  
+    uError("load dll:%s failed, error:%s", filename, dlerror());  
+    return NULL;  
+  }
+
+  uDebug("dll %s loaded", filename);
+
+  return handle;
+}
+
+void* taosLoadSym(void* handle, char* name) {
+	void* sym = dlsym(handle, name);
+  char* error = NULL;
+  
+	if ((error = dlerror()) != NULL)  {  
+    uWarn("load sym:%s failed, error:%s", name, dlerror());  
+		return NULL;  
+	} 
+
+  uDebug("sym %s loaded", name)
+
+  return sym;
+}
+
+void taosCloseDll(void *handle) {
+  if (handle) {
+    dlclose(handle);
+  }
+}
+
+

src/os/src/windows/wSystem.c

@@ -0,0 +1,32 @@
+/*
+ * 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/>.
+ */
+
+#define _DEFAULT_SOURCE
+#include "os.h"
+#include "tglobal.h"
+#include "tulog.h"
+
+void* taosLoadDll(const char *filename) {
+  return NULL;
+}
+
+void* taosLoadSym(void* handle, char* name) {
+  return NULL;
+}
+
+void taosCloseDll(void *handle) {
+}
+
+

src/plugins/http/inc/httpParser.h

@@ -17,7 +17,7 @@
 #define HTTP_PARSER_H
 #include "httpGzip.h"
 
-#define HTTP_MAX_URL 5  // http url stack size
+#define HTTP_MAX_URL 6  // http url stack size
 
 #define HTTP_CODE_CONTINUE                 100
 #define HTTP_CODE_SWITCHING_PROTOCOL       101

src/plugins/http/src/httpRestHandle.c

@@ -119,6 +119,90 @@ bool restProcessSqlRequest(HttpContext* pContext, int32_t timestampFmt) {
   return true;
 }
 
+#define REST_FUNC_URL_POS   2
+#define REST_OUTP_URL_POS   3
+#define REST_AGGR_URL_POS   4
+#define REST_BUFF_URL_POS   5
+
+#define HTTP_FUNC_LEN  32
+#define HTTP_OUTP_LEN  16
+#define HTTP_AGGR_LEN  2
+#define HTTP_BUFF_LEN  32
+
+static int udfSaveFile(const char *fname, const char *content, long len) {
+  int fd = open(fname, O_WRONLY | O_CREAT | O_EXCL | O_BINARY, 0755);
+  if (fd < 0)
+    return -1;
+  if (taosWrite(fd, (void *)content, len) < 0)
+    return -1;
+
+  return 0;
+}
+
+static bool restProcessUdfRequest(HttpContext* pContext) {
+  HttpParser* pParser = pContext->parser;
+  if (pParser->path[REST_FUNC_URL_POS].pos >= HTTP_FUNC_LEN || pParser->path[REST_FUNC_URL_POS].pos <= 0) {
+    return false;
+  }
+
+  if (pParser->path[REST_OUTP_URL_POS].pos >= HTTP_OUTP_LEN || pParser->path[REST_OUTP_URL_POS].pos <= 0) {
+    return false;
+  }
+
+  if (pParser->path[REST_AGGR_URL_POS].pos >= HTTP_AGGR_LEN || pParser->path[REST_AGGR_URL_POS].pos <= 0) {
+    return false;
+  }
+
+  if (pParser->path[REST_BUFF_URL_POS].pos >= HTTP_BUFF_LEN || pParser->path[REST_BUFF_URL_POS].pos <= 0) {
+    return false;
+  }
+
+  char* sql = pContext->parser->body.str;
+  int len = pContext->parser->body.pos;
+  if (sql == NULL) {
+    httpSendErrorResp(pContext, TSDB_CODE_HTTP_NO_SQL_INPUT);
+    return false;
+  }
+
+  char udfDir[256] = {0};
+  char buf[64] = "udf-";
+  char funcName[64] = {0};
+  int aggr = 0;
+  char outputType[16] = {0};
+  char buffSize[32] = {0};
+
+  tstrncpy(funcName, pParser->path[REST_FUNC_URL_POS].str, HTTP_FUNC_LEN);
+  tstrncpy(buf + 4, funcName, HTTP_FUNC_LEN);
+
+  if (pParser->path[REST_AGGR_URL_POS].str[0] != '0') {
+    aggr = 1;
+  }
+
+  tstrncpy(outputType, pParser->path[REST_OUTP_URL_POS].str, HTTP_OUTP_LEN);
+  tstrncpy(buffSize, pParser->path[REST_BUFF_URL_POS].str, HTTP_BUFF_LEN);
+
+  taosGetTmpfilePath(funcName, udfDir);
+
+  udfSaveFile(udfDir, sql, len);
+
+  tfree(sql);
+  pContext->parser->body.str = malloc(1024);
+  sql = pContext->parser->body.str;
+  int sqlLen = sprintf(sql, "create %s function %s as \"%s\" outputtype %s bufsize %s",
+          aggr == 1  ? "aggregate" : " ", funcName, udfDir, outputType, buffSize);
+
+  pContext->parser->body.pos = sqlLen;
+  pContext->parser->body.size = sqlLen + 1;
+
+  HttpSqlCmd* cmd = &(pContext->singleCmd);
+  cmd->nativSql = sql;
+
+  pContext->reqType = HTTP_REQTYPE_SINGLE_SQL;
+  pContext->encodeMethod = &restEncodeSqlLocalTimeStringMethod;
+
+  return true;
+}
+
 bool restProcessRequest(struct HttpContext* pContext) {
   if (httpUrlMatch(pContext, REST_ACTION_URL_POS, "login")) {
     restGetUserFromUrl(pContext);
@@ -138,6 +222,8 @@ bool restProcessRequest(struct HttpContext* pContext) {
     return restProcessSqlRequest(pContext, REST_TIMESTAMP_FMT_UTC_STRING);
   } else if (httpUrlMatch(pContext, REST_ACTION_URL_POS, "login")) {
     return restProcessLoginRequest(pContext);
+  } else if (httpUrlMatch(pContext, REST_ACTION_URL_POS, "udf")) {
+    return restProcessUdfRequest(pContext);
   } else {
   }
 

src/query/CMakeLists.txt

@@ -8,14 +8,14 @@ INCLUDE_DIRECTORIES(inc)
 AUX_SOURCE_DIRECTORY(src SRC)
 ADD_LIBRARY(query ${SRC})
 SET_SOURCE_FILES_PROPERTIES(src/sql.c PROPERTIES COMPILE_FLAGS -w)
-TARGET_LINK_LIBRARIES(query tsdb tutil)
+TARGET_LINK_LIBRARIES(query tsdb tutil lua)
 
 IF (TD_LINUX)
-  TARGET_LINK_LIBRARIES(query m rt)
+  TARGET_LINK_LIBRARIES(query m rt lua)
   ADD_SUBDIRECTORY(tests)
 ENDIF ()
 
 IF (TD_DARWIN)
-  TARGET_LINK_LIBRARIES(query m)
+  TARGET_LINK_LIBRARIES(query m lua)
   ADD_SUBDIRECTORY(tests)
 ENDIF ()

src/query/inc/qAggMain.h

@@ -27,6 +27,7 @@ extern "C" {
 #include "trpc.h"
 #include "tvariant.h"
 #include "tsdb.h"
+#include "qUdf.h"
 
 #define TSDB_FUNC_INVALID_ID  -1
 #define TSDB_FUNC_COUNT        0
@@ -201,10 +202,8 @@ typedef struct SAggFunctionInfo {
   int8_t   stableFuncId;  // transfer function for super table query
   uint16_t status;
 
-  bool (*init)(SQLFunctionCtx *pCtx);  // setup the execute environment
+  bool (*init)(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultCellInfo);  // setup the execute environment
-
   void (*xFunction)(SQLFunctionCtx *pCtx);                     // blocks version function
-//  void (*xFunctionF)(SQLFunctionCtx *pCtx, int32_t position);  // single-row function version, todo merge with blockwise function
 
   // finalizer must be called after all xFunction has been executed to generated final result.
   void (*xFinalize)(SQLFunctionCtx *pCtx);
@@ -216,7 +215,7 @@ typedef struct SAggFunctionInfo {
 #define GET_RES_INFO(ctx) ((ctx)->resultInfo)
 
 int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionId, int32_t param, int16_t *type,
-                          int16_t *len, int32_t *interBytes, int16_t extLength, bool isSuperTable);
+                          int16_t *len, int32_t *interBytes, int16_t extLength, bool isSuperTable, SUdfInfo* pUdfInfo);
 int32_t isValidFunction(const char* name, int32_t len);
 
 #define IS_STREAM_QUERY_VALID(x)  (((x)&TSDB_FUNCSTATE_STREAM) != 0)

src/query/inc/qExecutor.h

@@ -29,6 +29,7 @@
 #include "tarray.h"
 #include "tlockfree.h"
 #include "tsdb.h"
+#include "qUdf.h"
 
 struct SColumnFilterElem;
 typedef bool (*__filter_func_t)(struct SColumnFilterElem* pFilter, const char* val1, const char* val2, int16_t type);
@@ -257,6 +258,7 @@ typedef struct SQueryAttr {
   SMemRef          memRef;
   STableGroupInfo  tableGroupInfo;       // table <tid, last_key> list  SArray<STableKeyInfo>
   int32_t          vgId;
+  SArray          *pUdfInfo;             // no need to free
 } SQueryAttr;
 
 typedef SSDataBlock* (*__operator_fn_t)(void* param, bool* newgroup);
@@ -297,6 +299,7 @@ typedef struct SQueryRuntimeEnv {
   STableQueryInfo      *current;
   SRspResultInfo        resultInfo;
   SHashObj             *pTableRetrieveTsMap;
+  SUdfInfo             *pUdfInfo;
 } SQueryRuntimeEnv;
 
 enum {
@@ -392,6 +395,7 @@ typedef struct SQueryParam {
   SGroupbyExpr *pGroupbyExpr;
   int32_t          tableScanOperator;
   SArray          *pOperator;
+  SUdfInfo        *pUdfInfo;
 } SQueryParam;
 
 typedef struct STableScanInfo {
@@ -531,6 +535,7 @@ typedef struct SMultiwayMergeInfo {
 
   bool                 hasPrev;
   bool                 groupMix;
+  SArray              *udfInfo;
 } SMultiwayMergeInfo;
 
 void appendUpstream(SOperatorInfo* p, SOperatorInfo* pUpstream);
@@ -553,8 +558,8 @@ SOperatorInfo* createDistinctOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperat
 SOperatorInfo* createTableBlockInfoScanOperator(void* pTsdbQueryHandle, SQueryRuntimeEnv* pRuntimeEnv);
 SOperatorInfo* createMultiwaySortOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SExprInfo* pExpr, int32_t numOfOutput,
                                               int32_t numOfRows, void* merger, bool groupMix);
+SOperatorInfo* createGlobalAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput, void* param, SArray* pUdfInfo);
 SOperatorInfo* createStatewindowOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput);
-SOperatorInfo* createGlobalAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput, void* param);
 SOperatorInfo* createSLimitOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr, int32_t numOfOutput, void* merger);
 SOperatorInfo* createFilterOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream, SExprInfo* pExpr,
                                         int32_t numOfOutput, SColumnInfo* pCols, int32_t numOfFilter);
@@ -578,18 +583,19 @@ void setInputDataBlock(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SSDataBlo
 int32_t getNumOfResult(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx* pCtx, int32_t numOfOutput);
 void finalizeQueryResult(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SResultRowInfo* pResultRowInfo, int32_t* rowCellInfoOffset);
 void updateOutputBuf(SOptrBasicInfo* pBInfo, int32_t *bufCapacity, int32_t numOfInputRows);
+void clearOutputBuf(SOptrBasicInfo* pBInfo, int32_t *bufCapacity);
 
 void freeParam(SQueryParam *param);
 int32_t convertQueryMsg(SQueryTableMsg *pQueryMsg, SQueryParam* param);
 int32_t createQueryFunc(SQueriedTableInfo* pTableInfo, int32_t numOfOutput, SExprInfo** pExprInfo,
-                        SSqlExpr** pExprMsg, SColumnInfo* pTagCols, int32_t queryType, void* pMsg);
+                        SSqlExpr** pExprMsg, SColumnInfo* pTagCols, int32_t queryType, void* pMsg, SUdfInfo* pUdfInfo);
 
 int32_t createIndirectQueryFuncExprFromMsg(SQueryTableMsg *pQueryMsg, int32_t numOfOutput, SExprInfo **pExprInfo,
-                                           SSqlExpr **pExpr, SExprInfo *prevExpr);
+                                           SSqlExpr **pExpr, SExprInfo *prevExpr, SUdfInfo *pUdfInfo);
 
 SGroupbyExpr *createGroupbyExprFromMsg(SQueryTableMsg *pQueryMsg, SColIndex *pColIndex, int32_t *code);
 SQInfo *createQInfoImpl(SQueryTableMsg *pQueryMsg, SGroupbyExpr *pGroupbyExpr, SExprInfo *pExprs,
-                        SExprInfo *pSecExprs, STableGroupInfo *pTableGroupInfo, SColumnInfo* pTagCols, int32_t vgId, char* sql, uint64_t qId);
+                        SExprInfo *pSecExprs, STableGroupInfo *pTableGroupInfo, SColumnInfo* pTagCols, int32_t vgId, char* sql, uint64_t qId, SUdfInfo* pUdfInfo);
 
 int32_t initQInfo(STsBufInfo* pTsBufInfo, void* tsdb, void* sourceOptr, SQInfo* pQInfo, SQueryParam* param, char* start,
                   int32_t prevResultLen, void* merger);
@@ -608,6 +614,8 @@ bool doBuildResCheck(SQInfo* pQInfo);
 void setQueryStatus(SQueryRuntimeEnv *pRuntimeEnv, int8_t status);
 
 bool onlyQueryTags(SQueryAttr* pQueryAttr);
+void destroyUdfInfo(SUdfInfo* pUdfInfo);
+
 bool isValidQInfo(void *param);
 
 int32_t doDumpQueryResult(SQInfo *pQInfo, char *data);
@@ -625,4 +633,6 @@ void freeQueryAttr(SQueryAttr *pQuery);
 
 int32_t getMaximumIdleDurationSec();
 
+void doInvokeUdf(SUdfInfo* pUdfInfo, SQLFunctionCtx *pCtx, int32_t idx, int32_t type);
+
 #endif  // TDENGINE_QEXECUTOR_H

src/query/inc/qExtbuffer.h

@@ -77,13 +77,13 @@ typedef struct tFilePagesItem {
 
 typedef struct SSchemaEx {
   struct SSchema field;
-  int16_t        offset;
+  int32_t        offset;
 } SSchemaEx;
 
 typedef struct SColumnModel {
   int32_t    capacity;
   int32_t    numOfCols;
-  int16_t    rowSize;
+  int32_t    rowSize;
   SSchemaEx *pFields;
 } SColumnModel;
 

src/query/inc/qScript.h

@@ -0,0 +1,82 @@
+/*
+ * 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/>.
+ */
+
+#ifndef TDENGINE_QSCRIPT_H
+#define TDENGINE_QSCRIPT_H
+
+#include <lua.h>
+#include <lauxlib.h>
+#include <lualib.h>
+
+#include "tutil.h"
+#include "hash.h"
+#include "tlist.h"
+#include "qUdf.h"
+
+#define MAX_FUNC_NAME 64
+
+#define USER_FUNC_NAME "funcName" 
+#define USER_FUNC_NAME_LIMIT 48
+
+enum ScriptState {
+  SCRIPT_STATE_INIT,
+  SCRIPT_STATE_ADD,
+  SCRIPT_STATE_MERGE,
+  SCRIPT_STATE_FINALIZE 
+};
+
+
+typedef struct {
+  SHashObj  *funcId;    //func already registed in lua_env, may be no use
+  lua_State *lua_state; // lua env 
+} ScriptEnv;   
+
+typedef struct ScriptCtx {
+  char        funcName[USER_FUNC_NAME_LIMIT]; 
+  int8_t      state; 
+  ScriptEnv  *pEnv;
+  int8_t      isAgg; // agg function or not
+  
+  // init value of udf script
+  int8_t      resType;
+  int16_t     resBytes; 
+
+  int32_t     numOfOutput; 
+  int32_t     offset;
+  
+} ScriptCtx;
+
+int taosLoadScriptInit(void *pInit);
+void taosLoadScriptNormal(void *pInit, char *pInput, int16_t iType, int16_t iBytes, int32_t numOfRows, 
+    int64_t *ptsList, int64_t key, char* pOutput, char *ptsOutput, int32_t *numOfOutput, int16_t oType, int16_t oBytes);
+void taosLoadScriptFinalize(void *pInit, int64_t key, char *pOutput, int32_t *output);
+void taosLoadScriptMerge(void *pCtx, char* data, int32_t numOfRows, char* dataOutput, int32_t* numOfOutput);
+void taosLoadScriptDestroy(void *pInit);
+
+typedef struct {
+  SList     *scriptEnvs; //  
+  int32_t   mSize;  // pool limit
+  int32_t   cSize;  // current available size
+  pthread_mutex_t mutex;
+} ScriptEnvPool;
+
+ScriptCtx* createScriptCtx(char *str, int8_t resType, int16_t resBytes);
+void       destroyScriptCtx(void *pScriptCtx);
+
+int32_t scriptEnvPoolInit();
+void    scriptEnvPoolCleanup();
+bool    isValidScript(char *script, int32_t len);
+
+#endif //TDENGINE_QSCRIPT_H 

src/query/inc/qSqlparser.h

@@ -182,6 +182,15 @@ typedef struct SCreateDbInfo {
   int16_t            partitions;
 } SCreateDbInfo;
 
+typedef struct SCreateFuncInfo {
+  SStrToken name;
+  SStrToken path;
+  int32_t   type;
+  int32_t   bufSize;
+  TAOS_FIELD output;
+} SCreateFuncInfo;
+
+
 typedef struct SCreateAcctInfo {
   int32_t            maxUsers;
   int32_t            maxDbs;
@@ -216,6 +225,7 @@ typedef struct SMiscInfo {
   union {
     SCreateDbInfo   dbOpt;
     SCreateAcctInfo acctOpt;
+    SCreateFuncInfo funcOpt;
     SShowInfo       showOpt;
     SStrToken       id;
   };
@@ -226,6 +236,7 @@ typedef struct SSqlInfo {
   bool               valid;
   SArray            *list;    // todo refactor
   char               msg[256];
+  SArray            *funcs;
   union {
     SCreateTableSql *pCreateTableInfo;
     SAlterTableInfo *pAlterInfo;
@@ -271,6 +282,7 @@ SRelationInfo *addSubqueryElem(SRelationInfo* pRelationInfo, SArray* pSub, SStrT
 // sql expr leaf node
 tSqlExpr *tSqlExprCreateIdValue(SStrToken *pToken, int32_t optrType);
 tSqlExpr *tSqlExprCreateFunction(SArray *pParam, SStrToken *pFuncToken, SStrToken *endToken, int32_t optType);
+SArray *tStrTokenAppend(SArray *pList, SStrToken *pToken);
 
 tSqlExpr *tSqlExprCreate(tSqlExpr *pLeft, tSqlExpr *pRight, int32_t optrType);
 tSqlExpr *tSqlExprClone(tSqlExpr *pSrc);

src/query/inc/qTableMeta.h

@@ -125,6 +125,10 @@ typedef struct SQueryInfo {
   int32_t          round;         // 0/1/....
   int32_t          bufLen;
   char*            buf;
+
+  bool               udfCopy;
+  SArray            *pUdfInfo;
+
   struct SQInfo     *pQInfo;      // global merge operator
   struct SQueryAttr *pQueryAttr;     // query object
 
@@ -141,6 +145,7 @@ typedef struct SQueryInfo {
   bool               onlyTagQuery;
   bool               orderProjectQuery;
   bool               stateWindow;
+  bool               globalMerge;
 } SQueryInfo;
 
 /**

src/query/inc/qUdf.h

@@ -0,0 +1,74 @@
+/*
+ * 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/>.
+ */
+
+#ifndef TDENGINE_QUDF_H
+#define TDENGINE_QUDF_H
+
+enum { TSDB_UDF_FUNC_NORMAL = 0, TSDB_UDF_FUNC_INIT, TSDB_UDF_FUNC_FINALIZE, TSDB_UDF_FUNC_MERGE, TSDB_UDF_FUNC_DESTROY, TSDB_UDF_FUNC_MAX_NUM };
+
+
+
+typedef struct SUdfInit{
+ int32_t maybe_null;       /* 1 if function can return NULL */
+ uint32_t decimals;     /* for real functions */
+ uint64_t length;       /* For string functions */
+ char  *ptr;            /* free pointer for function data */
+ int32_t const_item;       /* 0 if result is independent of arguments */
+
+ // script like lua/javascript
+ void* script_ctx;
+ void (*destroyCtxFunc)(void *script_ctx);
+} SUdfInit;
+
+
+typedef struct SUdfInfo {
+  int32_t functionId;  // system assigned function id
+  int32_t funcType;    // scalar function or aggregate function
+  int8_t  resType;     // result type
+  int16_t resBytes;    // result byte
+  int32_t contLen;     // content length
+  int32_t bufSize;     //interbuf size
+  char   *name;        // function name
+  void   *handle;      // handle loaded in mem
+  void   *funcs[TSDB_UDF_FUNC_MAX_NUM];     // function ptr
+
+  // for script like lua/javascript only
+  int    isScript;
+  void   *pScriptCtx;
+
+  SUdfInit init;
+  char *content;
+  char *path;
+} SUdfInfo;
+
+//script 
+
+typedef int32_t (*scriptInitFunc)(void *pCtx);
+typedef void (*scriptNormalFunc)(void *pCtx, char* data, int16_t iType, int16_t iBytes, int32_t numOfRows,
+                                 int64_t* ptList, int64_t key, char* dataOutput, char* tsOutput, int32_t* numOfOutput, int16_t oType, int16_t oBytes);
+typedef void (*scriptFinalizeFunc)(void *pCtx, int64_t key, char* dataOutput, int32_t* numOfOutput);
+typedef void (*scriptMergeFunc)(void *pCtx, char* data, int32_t numOfRows, char* dataOutput, int32_t* numOfOutput);
+typedef void (*scriptDestroyFunc)(void* pCtx);
+
+// dynamic lib
+typedef void (*udfNormalFunc)(char* data, int16_t itype, int16_t iBytes, int32_t numOfRows, int64_t* ts, char* dataOutput, char* interBuf,
+  char* tsOutput, int32_t* numOfOutput, int16_t oType, int16_t oBytes, SUdfInit* buf);
+typedef int32_t (*udfInitFunc)(SUdfInit* data);
+typedef void (*udfFinalizeFunc)(char* dataOutput, char *interBuf, int32_t* numOfOutput, SUdfInit* buf);
+typedef void (*udfMergeFunc)(char* data, int32_t numOfRows, char* dataOutput, int32_t* numOfOutput, SUdfInit* buf);
+typedef void (*udfDestroyFunc)(SUdfInit* buf);
+
+
+#endif  // TDENGINE_QUDF_H

src/query/inc/qUtil.h

@@ -66,7 +66,8 @@ static FORCE_INLINE SResultRow *getResultRow(SResultRowInfo *pResultRowInfo, int
   return pResultRowInfo->pResult[slot];
 }
 
-static FORCE_INLINE char *getPosInResultPage(SQueryAttr *pQueryAttr, tFilePage* page, int32_t rowOffset, int16_t offset) {
+static FORCE_INLINE char* getPosInResultPage(SQueryAttr* pQueryAttr, tFilePage* page, int32_t rowOffset,
+                                             int32_t offset) {
   assert(rowOffset >= 0 && pQueryAttr != NULL);
 
   int32_t numOfRows = (int32_t)GET_ROW_PARAM_FOR_MULTIOUTPUT(pQueryAttr, pQueryAttr->topBotQuery, pQueryAttr->stableQuery);
@@ -104,4 +105,6 @@ int32_t getNumOfTotalRes(SGroupResInfo* pGroupResInfo);
 
 int32_t mergeIntoGroupResult(SGroupResInfo* pGroupResInfo, SQueryRuntimeEnv *pRuntimeEnv, int32_t* offset);
 
+int32_t initUdfInfo(SUdfInfo* pUdfInfo);
+
 #endif  // TDENGINE_QUERYUTIL_H

src/query/inc/sql.y

@@ -65,6 +65,7 @@ program ::= cmd.    {}
 //////////////////////////////////THE SHOW STATEMENT///////////////////////////////////////////
 cmd ::= SHOW DATABASES.  { setShowOptions(pInfo, TSDB_MGMT_TABLE_DB, 0, 0);}
 cmd ::= SHOW TOPICS.     { setShowOptions(pInfo, TSDB_MGMT_TABLE_TP, 0, 0);}
+cmd ::= SHOW FUNCTIONS.  { setShowOptions(pInfo, TSDB_MGMT_TABLE_FUNCTION, 0, 0);}
 cmd ::= SHOW MNODES.     { setShowOptions(pInfo, TSDB_MGMT_TABLE_MNODE, 0, 0);}
 cmd ::= SHOW DNODES.     { setShowOptions(pInfo, TSDB_MGMT_TABLE_DNODE, 0, 0);}
 cmd ::= SHOW ACCOUNTS.   { setShowOptions(pInfo, TSDB_MGMT_TABLE_ACCT, 0, 0);}
@@ -147,6 +148,7 @@ cmd ::= DROP STABLE ifexists(Y) ids(X) cpxName(Z).   {
 
 cmd ::= DROP DATABASE ifexists(Y) ids(X).    { setDropDbTableInfo(pInfo, TSDB_SQL_DROP_DB, &X, &Y, TSDB_DB_TYPE_DEFAULT, -1); }
 cmd ::= DROP TOPIC ifexists(Y) ids(X).    { setDropDbTableInfo(pInfo, TSDB_SQL_DROP_DB, &X, &Y, TSDB_DB_TYPE_TOPIC, -1); }
+cmd ::= DROP FUNCTION ids(X).    { setDropFuncInfo(pInfo, TSDB_SQL_DROP_FUNCTION, &X); }
 
 cmd ::= DROP DNODE ids(X).       { setDCLSqlElems(pInfo, TSDB_SQL_DROP_DNODE, 1, &X);    }
 cmd ::= DROP USER ids(X).        { setDCLSqlElems(pInfo, TSDB_SQL_DROP_USER, 1, &X);     }
@@ -200,8 +202,13 @@ cmd ::= CREATE ACCOUNT ids(X) PASS ids(Y) acct_optr(Z).
                                 { setCreateAcctSql(pInfo, TSDB_SQL_CREATE_ACCT, &X, &Y, &Z);}
 cmd ::= CREATE DATABASE ifnotexists(Z) ids(X) db_optr(Y).  { setCreateDbInfo(pInfo, TSDB_SQL_CREATE_DB, &X, &Y, &Z);}
 cmd ::= CREATE TOPIC ifnotexists(Z) ids(X) topic_optr(Y).  { setCreateDbInfo(pInfo, TSDB_SQL_CREATE_DB, &X, &Y, &Z);}
+cmd ::= CREATE FUNCTION ids(X) AS ids(Y) OUTPUTTYPE typename(Z) bufsize(B).   { setCreateFuncInfo(pInfo, TSDB_SQL_CREATE_FUNCTION, &X, &Y, &Z, &B, 1);}
+cmd ::= CREATE AGGREGATE FUNCTION ids(X) AS ids(Y) OUTPUTTYPE typename(Z) bufsize(B).   { setCreateFuncInfo(pInfo, TSDB_SQL_CREATE_FUNCTION, &X, &Y, &Z, &B, 2);}
 cmd ::= CREATE USER ids(X) PASS ids(Y).     { setCreateUserSql(pInfo, &X, &Y);}
 
+bufsize(Y) ::= .                                { Y.n = 0;   }
+bufsize(Y) ::= BUFSIZE INTEGER(X).              { Y = X;     }
+
 pps(Y) ::= .                                { Y.n = 0;   }
 pps(Y) ::= PPS INTEGER(X).                  { Y = X;     }
 
@@ -704,10 +711,10 @@ expr(A) ::= BOOL(X).             { A = tSqlExprCreateIdValue(&X, TK_BOOL);}
 expr(A) ::= NULL(X).             { A = tSqlExprCreateIdValue(&X, TK_NULL);}
 
 // ordinary functions: min(x), max(x), top(k, 20)
-expr(A) ::= ID(X) LP exprlist(Y) RP(E). { A = tSqlExprCreateFunction(Y, &X, &E, X.type); }
+expr(A) ::= ID(X) LP exprlist(Y) RP(E). { tStrTokenAppend(pInfo->funcs, &X); A = tSqlExprCreateFunction(Y, &X, &E, X.type); }
 
 // for parsing sql functions with wildcard for parameters. e.g., count(*)/first(*)/last(*) operation
-expr(A) ::= ID(X) LP STAR RP(Y).     { A = tSqlExprCreateFunction(NULL, &X, &Y, X.type); }
+expr(A) ::= ID(X) LP STAR RP(Y).     { tStrTokenAppend(pInfo->funcs, &X); A = tSqlExprCreateFunction(NULL, &X, &Y, X.type); }
 
 // is (not) null expression
 expr(A) ::= expr(X) IS NULL.           {A = tSqlExprCreate(X, NULL, TK_ISNULL);}

src/query/src/qAggMain.c

@@ -27,6 +27,7 @@
 #include "qPercentile.h"
 #include "qTsbuf.h"
 #include "queryLog.h"
+#include "qUdf.h"
 
 #define GET_INPUT_DATA_LIST(x) ((char *)((x)->pInput))
 #define GET_INPUT_DATA(x, y) (GET_INPUT_DATA_LIST(x) + (y) * (x)->inputBytes)
@@ -169,12 +170,13 @@ typedef struct SDerivInfo {
 } SDerivInfo;
 
 int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionId, int32_t param, int16_t *type,
-                          int16_t *bytes, int32_t *interBytes, int16_t extLength, bool isSuperTable) {
+                          int16_t *bytes, int32_t *interBytes, int16_t extLength, bool isSuperTable, SUdfInfo* pUdfInfo) {
   if (!isValidDataType(dataType)) {
     qError("Illegal data type %d or data type length %d", dataType, dataBytes);
     return TSDB_CODE_TSC_INVALID_OPERATION;
   }
 
+
   if (functionId == TSDB_FUNC_TS || functionId == TSDB_FUNC_TS_DUMMY || functionId == TSDB_FUNC_TAG_DUMMY ||
       functionId == TSDB_FUNC_DIFF || functionId == TSDB_FUNC_PRJ || functionId == TSDB_FUNC_TAGPRJ ||
       functionId == TSDB_FUNC_TAG || functionId == TSDB_FUNC_INTERP) {
@@ -234,6 +236,20 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
   }
 
   if (isSuperTable) {
+    if (functionId < 0) {
+      if (pUdfInfo->bufSize > 0) {
+        *type = TSDB_DATA_TYPE_BINARY;
+        *bytes = pUdfInfo->bufSize;
+        *interBytes = *bytes;
+      } else {
+        *type = pUdfInfo->resType;
+        *bytes = pUdfInfo->resBytes;
+        *interBytes = *bytes;
+      }
+
+      return TSDB_CODE_SUCCESS;
+    }
+
     if (functionId == TSDB_FUNC_MIN || functionId == TSDB_FUNC_MAX) {
       *type = TSDB_DATA_TYPE_BINARY;
       *bytes = (int16_t)(dataBytes + DATA_SET_FLAG_SIZE);
@@ -314,6 +330,19 @@ int32_t getResultDataInfo(int32_t dataType, int32_t dataBytes, int32_t functionI
     return TSDB_CODE_SUCCESS;
   }
 
+  if (functionId < 0) {
+    *type = pUdfInfo->resType;
+    *bytes = pUdfInfo->resBytes;
+
+    if (pUdfInfo->bufSize > 0) {
+      *interBytes = pUdfInfo->bufSize;
+    } else {
+      *interBytes = *bytes;
+    }
+
+    return TSDB_CODE_SUCCESS;
+  }
+
   if (functionId == TSDB_FUNC_AVG) {
     *type = TSDB_DATA_TYPE_DOUBLE;
     *bytes = sizeof(double);
@@ -390,14 +419,13 @@ int32_t isValidFunction(const char* name, int32_t len) {
   return -1;
 }
 
-static bool function_setup(SQLFunctionCtx *pCtx) {
+static bool function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
+  if (pResultInfo->initialized) {
-  if (pResInfo->initialized) {
     return false;
   }
   
   memset(pCtx->pOutput, 0, (size_t)pCtx->outputBytes);
-  initResultInfo(pResInfo, pCtx->interBufBytes);
+  initResultInfo(pResultInfo, pCtx->interBufBytes);
   return true;
 }
 
@@ -985,8 +1013,8 @@ static void minMax_function(SQLFunctionCtx *pCtx, char *pOutput, int32_t isMin,
   }
 }
 
-static bool min_func_setup(SQLFunctionCtx *pCtx) {
+static bool min_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResultInfo)) {
     return false;  // not initialized since it has been initialized
   }
   
@@ -1030,8 +1058,8 @@ static bool min_func_setup(SQLFunctionCtx *pCtx) {
   return true;
 }
 
-static bool max_func_setup(SQLFunctionCtx *pCtx) {
+static bool max_func_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResultInfo)) {
     return false;  // not initialized since it has been initialized
   }
   
@@ -1435,8 +1463,8 @@ static void stddev_dst_finalizer(SQLFunctionCtx *pCtx) {
 }
 
 //////////////////////////////////////////////////////////////////////////////////////
-static bool first_last_function_setup(SQLFunctionCtx *pCtx) {
+static bool first_last_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
   
@@ -2073,14 +2101,13 @@ bool topbot_datablock_filter(SQLFunctionCtx *pCtx, const char *minval, const cha
   }
 }
 
-static bool top_bottom_function_setup(SQLFunctionCtx *pCtx) {
+static bool top_bottom_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
   
   STopBotInfo *pInfo = getTopBotOutputInfo(pCtx);
   buildTopBotStruct(pInfo, pCtx);
-  
   return true;
 }
 
@@ -2229,14 +2256,13 @@ static void top_bottom_func_finalizer(SQLFunctionCtx *pCtx) {
 }
 
 ///////////////////////////////////////////////////////////////////////////////////////////////
-static bool percentile_function_setup(SQLFunctionCtx *pCtx) {
+static bool percentile_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResultInfo)) {
     return false;
   }
 
   // in the first round, get the min-max value of all involved data
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
+  SPercentileInfo *pInfo = GET_ROWCELL_INTERBUF(pResultInfo);
-  SPercentileInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
   SET_DOUBLE_VAL(&pInfo->minval, DBL_MAX);
   SET_DOUBLE_VAL(&pInfo->maxval, -DBL_MAX);
   pInfo->numOfElems = 0;
@@ -2367,8 +2393,8 @@ static SAPercentileInfo *getAPerctInfo(SQLFunctionCtx *pCtx) {
   return pInfo;
 }
 
-static bool apercentile_function_setup(SQLFunctionCtx *pCtx) {
+static bool apercentile_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResultInfo)) {
     return false;
   }
   
@@ -2477,12 +2503,11 @@ static void apercentile_finalizer(SQLFunctionCtx *pCtx) {
 }
 
 /////////////////////////////////////////////////////////////////////////////////
-static bool leastsquares_function_setup(SQLFunctionCtx *pCtx) {
+static bool leastsquares_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
 
-  SResultRowCellInfo *     pResInfo = GET_RES_INFO(pCtx);
   SLeastsquaresInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
   
   // 2*3 matrix
@@ -2706,8 +2731,8 @@ enum {
   INITIAL_VALUE_NOT_ASSIGNED = 0,
 };
 
-static bool diff_function_setup(SQLFunctionCtx *pCtx) {
+static bool diff_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
   
@@ -2716,14 +2741,13 @@ static bool diff_function_setup(SQLFunctionCtx *pCtx) {
   return false;
 }
 
-static bool deriv_function_setup(SQLFunctionCtx *pCtx) {
+static bool deriv_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResultInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResultInfo)) {
     return false;
   }
 
   // diff function require the value is set to -1
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
+  SDerivInfo* pDerivInfo = GET_ROWCELL_INTERBUF(pResultInfo);
-  SDerivInfo* pDerivInfo = GET_ROWCELL_INTERBUF(pResInfo);
 
   pDerivInfo->ignoreNegative = pCtx->param[1].i64;
   pDerivInfo->prevTs   = -1;
@@ -3130,12 +3154,12 @@ static void arithmetic_function(SQLFunctionCtx *pCtx) {
   }
 
 /////////////////////////////////////////////////////////////////////////////////
-static bool spread_function_setup(SQLFunctionCtx *pCtx) {
+static bool spread_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
   
-  SSpreadInfo *pInfo = GET_ROWCELL_INTERBUF(GET_RES_INFO(pCtx));
+  SSpreadInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
   
   // this is the server-side setup function in client-side, the secondary merge do not need this procedure
   if (pCtx->currentStage == MERGE_STAGE) {
@@ -3289,13 +3313,11 @@ void spread_function_finalizer(SQLFunctionCtx *pCtx) {
  * param[2]: end time
  * @param pCtx
  */
-static bool twa_function_setup(SQLFunctionCtx *pCtx) {
+static bool twa_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
 
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-
   STwaInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
   pInfo->p.key    = INT64_MIN;
   pInfo->win      = TSWINDOW_INITIALIZER;
@@ -3726,14 +3748,12 @@ static void interp_function(SQLFunctionCtx *pCtx) {
   }
 }
 
-static bool ts_comp_function_setup(SQLFunctionCtx *pCtx) {
+static bool ts_comp_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;  // not initialized since it has been initialized
   }
 
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
   STSCompInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
-  
   pInfo->pTSBuf = tsBufCreate(false, pCtx->order);
   pInfo->pTSBuf->tsOrder = pCtx->order;
   return true;
@@ -3816,13 +3836,11 @@ static double do_calc_rate(const SRateInfo* pRateInfo, double tickPerSec) {
   return (duration > 0)? ((double)diff) / (duration/tickPerSec):0.0;
 }
 
-static bool rate_function_setup(SQLFunctionCtx *pCtx) {
+static bool rate_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResInfo) {
-  if (!function_setup(pCtx)) {
+  if (!function_setup(pCtx, pResInfo)) {
     return false;
   }
   
-  SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
-
   SRateInfo *pInfo = GET_ROWCELL_INTERBUF(pResInfo);
   pInfo->correctionValue = 0;
   pInfo->firstKey    = INT64_MIN;
@@ -3964,7 +3982,7 @@ void blockInfo_func(SQLFunctionCtx* pCtx) {
 
   int32_t len = *(int32_t*) pCtx->pInput;
   blockDistInfoFromBinary((char*)pCtx->pInput + sizeof(int32_t), len, pDist);
-  pDist->rowSize = (int16_t) pCtx->param[0].i64;
+  pDist->rowSize = (uint16_t)pCtx->param[0].i64;
 
   memcpy(pCtx->pOutput, pCtx->pInput, sizeof(int32_t) + len);
 
@@ -4111,7 +4129,7 @@ void blockinfo_func_finalizer(SQLFunctionCtx* pCtx) {
   SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
   STableBlockDist* pDist = (STableBlockDist*) GET_ROWCELL_INTERBUF(pResInfo);
 
-  pDist->rowSize = (int16_t)pCtx->param[0].i64;
+  pDist->rowSize = (uint16_t)pCtx->param[0].i64;
   generateBlockDistResult(pDist, pCtx->pOutput);
 
   // cannot set the numOfIteratedElems again since it is set during previous iteration

src/query/src/qExecutor.c

@@ -29,6 +29,7 @@
 #include "ttype.h"
 #include "tcompare.h"
 #include "tscompression.h"
+#include "qScript.h"
 
 #define IS_MASTER_SCAN(runtime)        ((runtime)->scanFlag == MASTER_SCAN)
 #define IS_REVERSE_SCAN(runtime)       ((runtime)->scanFlag == REVERSE_SCAN)
@@ -780,6 +781,79 @@ static int32_t getNumOfRowsInTimeWindow(SQueryRuntimeEnv* pRuntimeEnv, SDataBloc
   return num;
 }
 
+void doInvokeUdf(SUdfInfo* pUdfInfo, SQLFunctionCtx *pCtx, int32_t idx, int32_t type) {
+  int32_t output = 0;
+
+  if (pUdfInfo == NULL || pUdfInfo->funcs[type] == NULL) {
+    qError("empty udf function, type:%d", type);
+    return;
+  }
+
+  qDebug("invoke udf function:%s,%p", pUdfInfo->name, pUdfInfo->funcs[type]);
+
+  switch (type) {
+    case TSDB_UDF_FUNC_NORMAL:
+      if (pUdfInfo->isScript) {
+        (*(scriptNormalFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_NORMAL])(pUdfInfo->pScriptCtx,
+                     (char *)pCtx->pInput + idx * pCtx->inputType, pCtx->inputType, pCtx->inputBytes, pCtx->size, pCtx->ptsList, pCtx->startTs, pCtx->pOutput,
+                    (char *)pCtx->ptsOutputBuf, &output, pCtx->outputType, pCtx->outputBytes);
+      } else {
+        SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
+
+        void *interBuf = (void *)GET_ROWCELL_INTERBUF(pResInfo);
+
+        (*(udfNormalFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_NORMAL])((char *)pCtx->pInput + idx * pCtx->inputType, pCtx->inputType, pCtx->inputBytes, pCtx->size, pCtx->ptsList,
+          pCtx->pOutput, interBuf, (char *)pCtx->ptsOutputBuf, &output, pCtx->outputType, pCtx->outputBytes, &pUdfInfo->init);
+      }
+
+      if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+        pCtx->resultInfo->numOfRes = output;
+      } else {
+        pCtx->resultInfo->numOfRes += output;
+      }
+
+      if (pCtx->resultInfo->numOfRes > 0) {
+        pCtx->resultInfo->hasResult = DATA_SET_FLAG;
+      }
+
+      break;
+
+    case TSDB_UDF_FUNC_MERGE:
+      if (pUdfInfo->isScript) {
+        (*(scriptMergeFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_MERGE])(pUdfInfo->pScriptCtx, pCtx->pInput, pCtx->size, pCtx->pOutput, &output);
+      } else {
+        (*(udfMergeFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_MERGE])(pCtx->pInput, pCtx->size, pCtx->pOutput, &output, &pUdfInfo->init);
+      }
+
+      // set the output value exist
+      pCtx->resultInfo->numOfRes = output;
+      if (output > 0) {
+        pCtx->resultInfo->hasResult = DATA_SET_FLAG;
+      }
+
+      break;
+
+    case TSDB_UDF_FUNC_FINALIZE: {
+      SResultRowCellInfo *pResInfo = GET_RES_INFO(pCtx);
+      void *interBuf = (void *)GET_ROWCELL_INTERBUF(pResInfo);
+      if (pUdfInfo->isScript) {
+        (*(scriptFinalizeFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_FINALIZE])(pUdfInfo->pScriptCtx, pCtx->startTs, pCtx->pOutput, &output);
+      } else {
+        (*(udfFinalizeFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_FINALIZE])(pCtx->pOutput, interBuf, &output, &pUdfInfo->init);
+      }
+      // set the output value exist
+      pCtx->resultInfo->numOfRes = output;
+      if (output > 0) {
+        pCtx->resultInfo->hasResult = DATA_SET_FLAG;
+      }
+
+      break;
+      }
+  }
+
+  return;
+}
+
 static void doApplyFunctions(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx, STimeWindow* pWin, int32_t offset,
                              int32_t forwardStep, TSKEY* tsCol, int32_t numOfTotal, int32_t numOfOutput) {
   SQueryAttr *pQueryAttr = pRuntimeEnv->pQueryAttr;
@@ -789,7 +863,7 @@ static void doApplyFunctions(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx
     pCtx[k].size    = forwardStep;
     pCtx[k].startTs = pWin->skey;
 
-    // keep it temprarily
+    // keep it temporarialy
     char* start = pCtx[k].pInput;
 
     int32_t pos = (QUERY_IS_ASC_QUERY(pQueryAttr)) ? offset : offset - (forwardStep - 1);
@@ -807,8 +881,14 @@ static void doApplyFunctions(SQueryRuntimeEnv* pRuntimeEnv, SQLFunctionCtx* pCtx
       pCtx[k].preAggVals.isSet = false;
     }
 
+    int32_t functionId = pCtx[k].functionId;
     if (functionNeedToExecute(pRuntimeEnv, &pCtx[k])) {
-      aAggs[pCtx[k].functionId].xFunction(&pCtx[k]);
+      if (functionId < 0) { // load the script and exec, pRuntimeEnv->pUdfInfo
+        SUdfInfo* pUdfInfo = pRuntimeEnv->pUdfInfo;
+        doInvokeUdf(pUdfInfo, &pCtx[k], 0, TSDB_UDF_FUNC_NORMAL);
+      } else {
+        aAggs[functionId].xFunction(&pCtx[k]);
+      }
     }
 
     // restore it
@@ -1018,6 +1098,13 @@ static void doSetInputDataBlock(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx,
         pCtx[i].pInput = p->pData;
         assert(p->info.colId == pColIndex->colId && pCtx[i].inputType == p->info.type);
 
+        if (pCtx[i].functionId < 0) {
+          SColumnInfoData* tsInfo = taosArrayGet(pBlock->pDataBlock, 0);
+          pCtx[i].ptsList = (int64_t*) tsInfo->pData;
+
+          continue;
+        }
+
         uint32_t status = aAggs[pCtx[i].functionId].status;
         if ((status & (TSDB_FUNCSTATE_SELECTIVITY | TSDB_FUNCSTATE_NEED_TS)) != 0) {
           SColumnInfoData* tsInfo = taosArrayGet(pBlock->pDataBlock, 0);
@@ -1050,7 +1137,14 @@ static void doAggregateImpl(SOperatorInfo* pOperator, TSKEY startTs, SQLFunction
   for (int32_t k = 0; k < pOperator->numOfOutput; ++k) {
     if (functionNeedToExecute(pRuntimeEnv, &pCtx[k])) {
       pCtx[k].startTs = startTs;// this can be set during create the struct
-      aAggs[pCtx[k].functionId].xFunction(&pCtx[k]);
+
+      int32_t functionId = pCtx[k].functionId;
+      if (functionId < 0) {
+        SUdfInfo* pUdfInfo = pRuntimeEnv->pUdfInfo;
+        doInvokeUdf(pUdfInfo, &pCtx[k], 0, TSDB_UDF_FUNC_NORMAL);
+      } else {
+        aAggs[functionId].xFunction(&pCtx[k]);
+      }
     }
   }
 }
@@ -1066,9 +1160,17 @@ static void projectApplyFunctions(SQueryRuntimeEnv *pRuntimeEnv, SQLFunctionCtx
       pCtx[k].order = TSDB_ORDER_ASC;
     }
 
+    pCtx[k].startTs = pQueryAttr->window.skey;
+
+    if (pCtx[k].functionId < 0) {
+      // load the script and exec
+      SUdfInfo* pUdfInfo = pRuntimeEnv->pUdfInfo;
+      doInvokeUdf(pUdfInfo, &pCtx[k], 0, TSDB_UDF_FUNC_NORMAL);
+    } else {
       aAggs[pCtx[k].functionId].xFunction(&pCtx[k]);
     }
   }
+}
 
 void doTimeWindowInterpolation(SOperatorInfo* pOperator, SOptrBasicInfo* pInfo, SArray* pDataBlock, TSKEY prevTs,
                                int32_t prevRowIndex, TSKEY curTs, int32_t curRowIndex, TSKEY windowKey, int32_t type) {
@@ -1953,7 +2055,7 @@ static int32_t setupQueryRuntimeEnv(SQueryRuntimeEnv *pRuntimeEnv, int32_t numOf
 
       case OP_GlobalAggregate: {
         pRuntimeEnv->proot = createGlobalAggregateOperatorInfo(pRuntimeEnv, pRuntimeEnv->proot, pQueryAttr->pExpr3,
-                                                               pQueryAttr->numOfExpr3, merger);
+                                                               pQueryAttr->numOfExpr3, merger, pQueryAttr->pUdfInfo);
         break;
       }
 
@@ -2024,6 +2126,8 @@ static void teardownQueryRuntimeEnv(SQueryRuntimeEnv *pRuntimeEnv) {
     tfree(pRuntimeEnv->sasArray);
   }
 
+  destroyUdfInfo(pRuntimeEnv->pUdfInfo);
+
   destroyResultBuf(pRuntimeEnv->pResultBuf);
   doFreeQueryHandle(pRuntimeEnv);
 
@@ -2703,11 +2807,16 @@ static uint32_t doFilterByBlockTimeWindow(STableScanInfo* pTableScanInfo, SSData
     int32_t colId = pTableScanInfo->pExpr[i].base.colInfo.colId;
 
     // group by + first/last should not apply the first/last block filter
+    if (functionId < 0) {
+      status |= BLK_DATA_ALL_NEEDED;
+      return status;
+    } else {
       status |= aAggs[functionId].dataReqFunc(&pTableScanInfo->pCtx[i], &pBlock->info.window, colId);
       if ((status & BLK_DATA_ALL_NEEDED) == BLK_DATA_ALL_NEEDED) {
         return status;
       }
     }
+  }
 
   return status;
 }
@@ -3299,6 +3408,21 @@ void updateOutputBuf(SOptrBasicInfo* pBInfo, int32_t *bufCapacity, int32_t numOf
   }
 }
 
+void clearOutputBuf(SOptrBasicInfo* pBInfo, int32_t *bufCapacity) {
+  SSDataBlock* pDataBlock = pBInfo->pRes;
+
+  for (int32_t i = 0; i < pDataBlock->info.numOfCols; ++i) {
+    SColumnInfoData *pColInfo = taosArrayGet(pDataBlock->pDataBlock, i);
+
+    int32_t functionId = pBInfo->pCtx[i].functionId;
+    if (functionId < 0) {
+      memset(pBInfo->pCtx[i].pOutput, 0, pColInfo->info.bytes * (*bufCapacity));
+    }
+  }
+}
+
+
+
 void initCtxOutputBuffer(SQLFunctionCtx* pCtx, int32_t size) {
   for (int32_t j = 0; j < size; ++j) {
     SResultRowCellInfo* pResInfo = GET_RES_INFO(&pCtx[j]);
@@ -3306,7 +3430,11 @@ void initCtxOutputBuffer(SQLFunctionCtx* pCtx, int32_t size) {
       continue;
     }
 
-    aAggs[pCtx[j].functionId].init(&pCtx[j]);
+    if (pCtx[j].functionId < 0) { // todo udf initialization
+      continue;
+    } else {
+      aAggs[pCtx[j].functionId].init(&pCtx[j], pCtx[j].resultInfo);
+    }
   }
 }
 
@@ -3361,8 +3489,14 @@ void finalizeQueryResult(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SResult
       setResultOutputBuf(pRuntimeEnv, buf, pCtx, numOfOutput, rowCellInfoOffset);
 
       for (int32_t j = 0; j < numOfOutput; ++j) {
+        pCtx[j].startTs  = buf->win.skey;
+        if (pCtx[j].functionId < 0) {
+          doInvokeUdf(pRuntimeEnv->pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_FINALIZE);
+        } else {
           aAggs[pCtx[j].functionId].xFinalize(&pCtx[j]);
         }
+      }
+
 
       /*
        * set the number of output results for group by normal columns, the number of output rows usually is 1 except
@@ -3373,10 +3507,14 @@ void finalizeQueryResult(SOperatorInfo* pOperator, SQLFunctionCtx* pCtx, SResult
 
   } else {
     for (int32_t j = 0; j < numOfOutput; ++j) {
+      if (pCtx[j].functionId < 0) {
+        doInvokeUdf(pRuntimeEnv->pUdfInfo, &pCtx[j], 0, TSDB_UDF_FUNC_FINALIZE);
+      } else {
         aAggs[pCtx[j].functionId].xFinalize(&pCtx[j]);
       }
     }
   }
+}
 
 static bool hasMainOutput(SQueryAttr *pQueryAttr) {
   for (int32_t i = 0; i < pQueryAttr->numOfOutput; ++i) {
@@ -3445,7 +3583,7 @@ void setResultRowOutputBufInitCtx(SQueryRuntimeEnv *pRuntimeEnv, SResultRow *pRe
   // Note: pResult->pos[i]->num == 0, there is only fixed number of results for each group
   tFilePage* bufPage = getResBufPage(pRuntimeEnv->pResultBuf, pResult->pageId);
 
-  int16_t offset = 0;
+  int32_t offset = 0;
   for (int32_t i = 0; i < numOfOutput; ++i) {
     pCtx[i].resultInfo = getResultCell(pResult, i, rowCellInfoOffset);
 
@@ -3459,12 +3597,16 @@ void setResultRowOutputBufInitCtx(SQueryRuntimeEnv *pRuntimeEnv, SResultRow *pRe
     offset += pCtx[i].outputBytes;
 
     int32_t functionId = pCtx[i].functionId;
-    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF || functionId == TSDB_FUNC_DERIVATIVE) {
+    if (functionId < 0) {
+      continue;
+    }
+
+    if (functionId == TSDB_FUNC_TOP || functionId == TSDB_FUNC_BOTTOM || functionId == TSDB_FUNC_DIFF) {
       pCtx[i].ptsOutputBuf = pCtx[0].pOutput;
     }
 
     if (!pResInfo->initialized) {
-      aAggs[functionId].init(&pCtx[i]);
+      aAggs[functionId].init(&pCtx[i], pResInfo);
     }
   }
 }
@@ -3755,7 +3897,7 @@ static int32_t doCopyToSDataBlock(SQueryRuntimeEnv* pRuntimeEnv, SGroupResInfo*
 
     tFilePage *page = getResBufPage(pRuntimeEnv->pResultBuf, pRow->pageId);
 
-    int16_t offset = 0;
+    int32_t offset = 0;
     for (int32_t j = 0; j < pBlock->info.numOfCols; ++j) {
       SColumnInfoData* pColInfoData = taosArrayGet(pBlock->pDataBlock, j);
       int32_t bytes = pColInfoData->info.bytes;
@@ -4923,7 +5065,7 @@ static void destroySlimitOperatorInfo(void* param, int32_t numOfOutput) {
 }
 
 SOperatorInfo* createGlobalAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv, SOperatorInfo* upstream,
-                                                 SExprInfo* pExpr, int32_t numOfOutput, void* param) {
+                                                 SExprInfo* pExpr, int32_t numOfOutput, void* param, SArray* pUdfInfo) {
   SMultiwayMergeInfo* pInfo = calloc(1, sizeof(SMultiwayMergeInfo));
 
   pInfo->resultRowFactor =
@@ -4933,6 +5075,7 @@ SOperatorInfo* createGlobalAggregateOperatorInfo(SQueryRuntimeEnv* pRuntimeEnv,
 
   pInfo->pMerge = param;
   pInfo->bufCapacity = 4096;
+  pInfo->udfInfo   = pUdfInfo;
 
   pInfo->binfo.pRes = createOutputBuf(pExpr, numOfOutput, pInfo->bufCapacity * pInfo->resultRowFactor);
   pInfo->binfo.pCtx = createSQLFunctionCtx(pRuntimeEnv, pExpr, numOfOutput, &pInfo->binfo.rowCellInfoOffset);
@@ -6690,6 +6833,9 @@ int32_t convertQueryMsg(SQueryTableMsg *pQueryMsg, SQueryParam* param) {
   pQueryMsg->sw.primaryColId = htonl(pQueryMsg->sw.primaryColId);
   pQueryMsg->tableScanOperator = htonl(pQueryMsg->tableScanOperator);
   pQueryMsg->numOfOperator = htonl(pQueryMsg->numOfOperator);
+  pQueryMsg->udfContentOffset = htonl(pQueryMsg->udfContentOffset);
+  pQueryMsg->udfContentLen    = htonl(pQueryMsg->udfContentLen);
+  pQueryMsg->udfNum           = htonl(pQueryMsg->udfNum);
 
   // query msg safety check
   if (!validateQueryMsg(pQueryMsg)) {
@@ -6933,6 +7079,33 @@ int32_t convertQueryMsg(SQueryTableMsg *pQueryMsg, SQueryParam* param) {
     pMsg += sizeof(int32_t);
   }
 
+  if (pQueryMsg->udfContentLen > 0) {
+    param->pUdfInfo = calloc(1, sizeof(SUdfInfo));
+    param->pUdfInfo->contLen = pQueryMsg->udfContentLen;
+
+    pMsg = (char*)pQueryMsg + pQueryMsg->udfContentOffset;
+    param->pUdfInfo->resType = *(int8_t*) pMsg;
+    pMsg += sizeof(int8_t);
+
+    param->pUdfInfo->resBytes = htons(*(int16_t*)pMsg);
+    pMsg += sizeof(int16_t);
+
+    tstr* name = (tstr*)(pMsg);
+    param->pUdfInfo->name = strndup(name->data, name->len);
+
+    pMsg += varDataTLen(name);
+    param->pUdfInfo->funcType = htonl(*(int32_t*)pMsg);
+    pMsg += sizeof(int32_t);
+
+    param->pUdfInfo->bufSize = htonl(*(int32_t*)pMsg);
+    pMsg += sizeof(int32_t);
+
+    param->pUdfInfo->content = malloc(pQueryMsg->udfContentLen);
+    memcpy(param->pUdfInfo->content, pMsg, pQueryMsg->udfContentLen);
+
+    pMsg += pQueryMsg->udfContentLen;
+  }
+
   param->sql = strndup(pMsg, pQueryMsg->sqlstrLen);
 
   SQueriedTableInfo info = { .numOfTags = pQueryMsg->numOfTags, .numOfCols = pQueryMsg->numOfCols, .colList = pQueryMsg->tableCols};
@@ -7023,7 +7196,7 @@ static int32_t updateOutputBufForTopBotQuery(SQueriedTableInfo* pTableInfo, SCol
       } else {
         SColumnInfo* pCol = &pTableInfo->colList[j];
         int32_t ret = getResultDataInfo(pCol->type, pCol->bytes, functId, (int32_t)pExprs[i].base.param[0].i64,
-                                        &pExprs[i].base.resType, &pExprs[i].base.resBytes, &pExprs[i].base.interBytes, tagLen, superTable);
+                                        &pExprs[i].base.resType, &pExprs[i].base.resBytes, &pExprs[i].base.interBytes, tagLen, superTable, NULL);
         assert(ret == TSDB_CODE_SUCCESS);
       }
     }
@@ -7032,12 +7205,138 @@ static int32_t updateOutputBufForTopBotQuery(SQueriedTableInfo* pTableInfo, SCol
   return TSDB_CODE_SUCCESS;
 }
 
+void destroyUdfInfo(SUdfInfo* pUdfInfo) {
+  if (pUdfInfo == NULL) {
+    return;
+  }
+
+  if (pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY]) {
+    if (pUdfInfo->isScript) {
+      (*(scriptDestroyFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY])(pUdfInfo->pScriptCtx);
+      tfree(pUdfInfo->content);
+    }else{
+      (*(udfDestroyFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY])(&pUdfInfo->init);
+    }
+  }
+
+  tfree(pUdfInfo->name);
+
+  if (pUdfInfo->path) {
+    unlink(pUdfInfo->path);
+  }
+
+  tfree(pUdfInfo->path);
+  tfree(pUdfInfo->content);
+  taosCloseDll(pUdfInfo->handle);
+  tfree(pUdfInfo);
+}
+
+static char* getUdfFuncName(char* name, int type) {
+  char* funcname = calloc(1, TSDB_FUNCTIONS_NAME_MAX_LENGTH + 10);
+
+  switch (type) {
+    case TSDB_UDF_FUNC_NORMAL:
+      strcpy(funcname, name);
+      break;
+    case TSDB_UDF_FUNC_INIT:
+      sprintf(funcname, "%s_init", name);
+      break;
+    case TSDB_UDF_FUNC_FINALIZE:
+      sprintf(funcname, "%s_finalize", name);
+      break;
+    case TSDB_UDF_FUNC_MERGE:
+      sprintf(funcname, "%s_merge", name);
+      break;
+    case TSDB_UDF_FUNC_DESTROY:
+      sprintf(funcname, "%s_destroy", name);
+      break;
+    default:
+      assert(0);
+      break;
+  }
+
+  return funcname;
+}
+
+int32_t initUdfInfo(SUdfInfo* pUdfInfo) {
+  if (pUdfInfo == NULL) {
+    return TSDB_CODE_SUCCESS;
+  }
+  //qError("script len: %d", pUdfInfo->contLen);
+  if (isValidScript(pUdfInfo->content, pUdfInfo->contLen)) {
+    pUdfInfo->isScript   = 1;
+    pUdfInfo->pScriptCtx = createScriptCtx(pUdfInfo->content, pUdfInfo->resType, pUdfInfo->resBytes);
+    if (pUdfInfo->pScriptCtx == NULL) {
+      return TSDB_CODE_QRY_SYS_ERROR;
+    }
+    tfree(pUdfInfo->content);
+
+    pUdfInfo->funcs[TSDB_UDF_FUNC_INIT] = taosLoadScriptInit;
+    if (pUdfInfo->funcs[TSDB_UDF_FUNC_INIT] == NULL
+        || (*(scriptInitFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_INIT])(pUdfInfo->pScriptCtx) != TSDB_CODE_SUCCESS) {
+      return TSDB_CODE_QRY_SYS_ERROR;
+    }
+
+    pUdfInfo->funcs[TSDB_UDF_FUNC_NORMAL] = taosLoadScriptNormal;
+
+    if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+      pUdfInfo->funcs[TSDB_UDF_FUNC_FINALIZE] =  taosLoadScriptFinalize;
+      pUdfInfo->funcs[TSDB_UDF_FUNC_MERGE]    =  taosLoadScriptMerge;
+    }
+    pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY] = taosLoadScriptDestroy;
+
+  } else {
+    char path[PATH_MAX] = {0};
+    taosGetTmpfilePath("script", path);
+
+    FILE* file = fopen(path, "w+");
+
+    // TODO check for failure of flush to disk
+    /*size_t t = */ fwrite(pUdfInfo->content, pUdfInfo->contLen, 1, file);
+    fclose(file);
+    tfree(pUdfInfo->content);
+
+    pUdfInfo->path = strdup(path);
+
+    pUdfInfo->handle = taosLoadDll(path);
+
+    if (NULL == pUdfInfo->handle) {
+      return TSDB_CODE_QRY_SYS_ERROR;
+    }
+
+    pUdfInfo->funcs[TSDB_UDF_FUNC_NORMAL] = taosLoadSym(pUdfInfo->handle, getUdfFuncName(pUdfInfo->name, TSDB_UDF_FUNC_NORMAL));
+    if (NULL == pUdfInfo->funcs[TSDB_UDF_FUNC_NORMAL]) {
+      return TSDB_CODE_QRY_SYS_ERROR;
+    }
+
+    pUdfInfo->funcs[TSDB_UDF_FUNC_INIT] = taosLoadSym(pUdfInfo->handle, getUdfFuncName(pUdfInfo->name, TSDB_UDF_FUNC_INIT));
+
+    if (pUdfInfo->funcType == TSDB_UDF_TYPE_AGGREGATE) {
+      pUdfInfo->funcs[TSDB_UDF_FUNC_FINALIZE] = taosLoadSym(pUdfInfo->handle, getUdfFuncName(pUdfInfo->name, TSDB_UDF_FUNC_FINALIZE));
+      pUdfInfo->funcs[TSDB_UDF_FUNC_MERGE] = taosLoadSym(pUdfInfo->handle, getUdfFuncName(pUdfInfo->name, TSDB_UDF_FUNC_MERGE));
+    }
+
+    pUdfInfo->funcs[TSDB_UDF_FUNC_DESTROY] = taosLoadSym(pUdfInfo->handle, getUdfFuncName(pUdfInfo->name, TSDB_UDF_FUNC_DESTROY));
+
+    if (pUdfInfo->funcs[TSDB_UDF_FUNC_INIT]) {
+      return (*(udfInitFunc)pUdfInfo->funcs[TSDB_UDF_FUNC_INIT])(&pUdfInfo->init);
+    }
+  }
+
+  return TSDB_CODE_SUCCESS;
+}
+
 // TODO tag length should be passed from client, refactor
 int32_t createQueryFunc(SQueriedTableInfo* pTableInfo, int32_t numOfOutput, SExprInfo** pExprInfo,
-                        SSqlExpr** pExprMsg, SColumnInfo* pTagCols, int32_t queryType, void* pMsg) {
+                        SSqlExpr** pExprMsg, SColumnInfo* pTagCols, int32_t queryType, void* pMsg, SUdfInfo* pUdfInfo) {
   *pExprInfo = NULL;
   int32_t code = TSDB_CODE_SUCCESS;
 
+  code = initUdfInfo(pUdfInfo);
+  if (code) {
+    return code;
+  }
+
   SExprInfo *pExprs = (SExprInfo *)calloc(numOfOutput, sizeof(SExprInfo));
   if (pExprs == NULL) {
     return TSDB_CODE_QRY_OUT_OF_MEMORY;
@@ -7126,7 +7425,7 @@ int32_t createQueryFunc(SQueriedTableInfo* pTableInfo, int32_t numOfOutput, SExp
 
     // todo remove it
     if (getResultDataInfo(type, bytes, pExprs[i].base.functionId, param, &pExprs[i].base.resType, &pExprs[i].base.resBytes,
-                          &pExprs[i].base.interBytes, 0, isSuperTable) != TSDB_CODE_SUCCESS) {
+                          &pExprs[i].base.interBytes, 0, isSuperTable, pUdfInfo) != TSDB_CODE_SUCCESS) {
       tfree(pExprs);
       return TSDB_CODE_QRY_INVALID_MSG;
     }
@@ -7147,7 +7446,7 @@ int32_t createQueryFunc(SQueriedTableInfo* pTableInfo, int32_t numOfOutput, SExp
 
 // todo refactor
 int32_t createIndirectQueryFuncExprFromMsg(SQueryTableMsg* pQueryMsg, int32_t numOfOutput, SExprInfo** pExprInfo,
-                                           SSqlExpr** pExpr, SExprInfo* prevExpr) {
+                                           SSqlExpr** pExpr, SExprInfo* prevExpr, SUdfInfo *pUdfInfo) {
   *pExprInfo = NULL;
   int32_t code = TSDB_CODE_SUCCESS;
 
@@ -7192,7 +7491,7 @@ int32_t createIndirectQueryFuncExprFromMsg(SQueryTableMsg* pQueryMsg, int32_t nu
 
     int32_t param = (int32_t)pExprs[i].base.param[0].i64;
     if (getResultDataInfo(type, bytes, pExprs[i].base.functionId, param, &pExprs[i].base.resType, &pExprs[i].base.resBytes,
-                          &pExprs[i].base.interBytes, 0, isSuperTable) != TSDB_CODE_SUCCESS) {
+                          &pExprs[i].base.interBytes, 0, isSuperTable, pUdfInfo) != TSDB_CODE_SUCCESS) {
       tfree(pExprs);
       return TSDB_CODE_QRY_INVALID_MSG;
     }
@@ -7378,7 +7677,7 @@ FORCE_INLINE bool checkQIdEqual(void *qHandle, uint64_t qId) {
 
 SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SGroupbyExpr* pGroupbyExpr, SExprInfo* pExprs,
                         SExprInfo* pSecExprs, STableGroupInfo* pTableGroupInfo, SColumnInfo* pTagCols, int32_t vgId,
-                        char* sql, uint64_t qId) {
+                        char* sql, uint64_t qId, SUdfInfo* pUdfInfo) {
   int16_t numOfCols = pQueryMsg->numOfCols;
   int16_t numOfOutput = pQueryMsg->numOfOutput;
 
@@ -7389,6 +7688,8 @@ SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SGroupbyExpr* pGroupbyExpr, S
 
   pQInfo->qId = qId;
 
+  pQInfo->runtimeEnv.pUdfInfo = pUdfInfo;
+
   // to make sure third party won't overwrite this structure
   pQInfo->signature = pQInfo;
   SQueryAttr* pQueryAttr = &pQInfo->query;
@@ -7412,6 +7713,7 @@ SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SGroupbyExpr* pGroupbyExpr, S
   pQueryAttr->prjInfo.vgroupLimit = pQueryMsg->vgroupLimit;
   pQueryAttr->prjInfo.ts      = (pQueryMsg->order == TSDB_ORDER_ASC)? INT64_MIN:INT64_MAX;
   pQueryAttr->sw              = pQueryMsg->sw;
+  pQueryAttr->vgId            = vgId;
 
   pQueryAttr->stableQuery     = pQueryMsg->stableQuery;
   pQueryAttr->topBotQuery     = pQueryMsg->topBotQuery;
@@ -7444,7 +7746,6 @@ SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SGroupbyExpr* pGroupbyExpr, S
     }
   }
 
-  // calculate the result row size
   for (int16_t col = 0; col < numOfOutput; ++col) {
     assert(pExprs[col].base.resBytes > 0);
     pQueryAttr->resultRowSize += pExprs[col].base.resBytes;
@@ -7465,6 +7766,20 @@ SQInfo* createQInfoImpl(SQueryTableMsg* pQueryMsg, SGroupbyExpr* pGroupbyExpr, S
     goto _cleanup;
   }
 
+  if (pSecExprs != NULL) {
+    int32_t resultRowSize = 0;
+
+    // calculate the result row size
+    for (int16_t col = 0; col < pQueryAttr->numOfExpr2; ++col) {
+      assert(pSecExprs[col].base.resBytes > 0);
+      resultRowSize += pSecExprs[col].base.resBytes;
+    }
+
+    if (resultRowSize > pQueryAttr->resultRowSize) {
+      pQueryAttr->resultRowSize = resultRowSize;
+    }
+  }
+
   if (pQueryAttr->fillType != TSDB_FILL_NONE) {
     pQueryAttr->fillVal = malloc(sizeof(int64_t) * pQueryAttr->numOfOutput);
     if (pQueryAttr->fillVal == NULL) {

src/query/src/qScript.c

@@ -0,0 +1,443 @@
+/*
+ * 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 "os.h"
+#include "qScript.h"
+#include "ttype.h"
+#include "tstrbuild.h"
+#include "queryLog.h"
+#include "ttokendef.h"
+
+static ScriptEnvPool *pool = NULL;  
+
+static ScriptEnv* getScriptEnvFromPool();
+static void addScriptEnvToPool(ScriptEnv *pEnv);
+
+static lua_State* createLuaEnv();
+static void destroyLuaEnv(lua_State *state);
+
+static void destroyScriptEnv(ScriptEnv *pEnv);
+
+static void luaValueToTaosType(lua_State *lua, char *interBuf, int32_t *numOfOutput, int16_t oType, int16_t oBytes);
+static void taosValueToLuaType(lua_State *lua, int32_t type, char *val);
+
+static bool hasBaseFuncDefinedInScript(lua_State *lua, const char *funcPrefix, int32_t len);
+
+static int userlib_exampleFunc(lua_State *lua) {
+  double op1 = luaL_checknumber(lua,1);
+  double op2 = luaL_checknumber(lua,2);
+  lua_pushnumber(lua, op1 * op2); 
+  return 1; 
+}  
+void luaRegisterLibFunc(lua_State *lua) {
+  lua_register(lua, "exampleFunc", userlib_exampleFunc);
+}
+
+void luaLoadLib(lua_State *lua, const char *libname, lua_CFunction luafunc) {
+  lua_pushcfunction(lua, luafunc);
+  lua_pushstring(lua, libname);
+  lua_call(lua, 1, 0);
+}
+
+LUALIB_API int (luaopen_cjson) (lua_State *L);
+LUALIB_API int (luaopen_struct) (lua_State *L);
+LUALIB_API int (luaopen_cmsgpack) (lua_State *L);
+LUALIB_API int (luaopen_bit) (lua_State *L);
+
+
+static void luaLoadLibraries(lua_State *lua) {
+  luaLoadLib(lua, "", luaopen_base);
+  luaLoadLib(lua, LUA_TABLIBNAME, luaopen_table);
+  luaLoadLib(lua, LUA_STRLIBNAME, luaopen_string);
+  luaLoadLib(lua, LUA_MATHLIBNAME, luaopen_math);
+  luaLoadLib(lua, LUA_DBLIBNAME, luaopen_debug);
+}
+static void luaRemoveUnsupportedFunctions(lua_State *lua) {
+  lua_pushnil(lua);
+  lua_setglobal(lua,"loadfile");
+  lua_pushnil(lua);
+  lua_setglobal(lua,"dofile");
+}
+void taosValueToLuaType(lua_State *lua, int32_t type, char *val) {
+  //TODO(dengyihao): handle more data type
+  if (IS_SIGNED_NUMERIC_TYPE(type) || type == TSDB_DATA_TYPE_BOOL) {
+    int64_t v;
+    GET_TYPED_DATA(v, int64_t, type, val);
+    lua_pushnumber(lua, (lua_Number)v);  
+  } else if (IS_UNSIGNED_NUMERIC_TYPE(type)) {
+    uint64_t v;
+    GET_TYPED_DATA(v, uint64_t, type, val);
+    lua_pushnumber(lua,(lua_Number)v);  
+  } else if (IS_FLOAT_TYPE(type)) {
+    double v; 
+    GET_TYPED_DATA(v, double, type, val);
+    lua_pushnumber(lua,v); 
+  } else if (type == TSDB_DATA_TYPE_BINARY) {
+    lua_pushlstring(lua, val, varDataLen(val));       
+  } else if (type == TSDB_DATA_TYPE_NCHAR) {
+  } 
+} 
+int taosLoadScriptInit(void* pInit) {
+  ScriptCtx *pCtx = pInit;   
+  char funcName[MAX_FUNC_NAME] = {0};
+  sprintf(funcName, "%s_init", pCtx->funcName);
+
+  lua_State* lua = pCtx->pEnv->lua_state;   
+  lua_getglobal(lua, funcName);
+  if (lua_pcall(lua, 0, -1, 0)) {
+    lua_pop(lua, -1);
+  }
+  lua_setglobal(lua, "global"); 
+  return 0;
+}
+void taosLoadScriptNormal(void *pInit, char *pInput, int16_t iType, int16_t iBytes, int32_t numOfRows, 
+    int64_t *ptsList, int64_t key, char* pOutput, char *ptsOutput, int32_t *numOfOutput, int16_t oType, int16_t oBytes) { 
+  ScriptCtx* pCtx = pInit;
+  char funcName[MAX_FUNC_NAME] = {0};
+  sprintf(funcName, "%s_add", pCtx->funcName);
+
+  lua_State* lua  = pCtx->pEnv->lua_state;   
+  lua_getglobal(lua, funcName);
+
+  // first param of script;
+  lua_newtable(lua); 
+  int32_t offset = 0;
+  for (int32_t i = 0; i < numOfRows; i++) {
+    taosValueToLuaType(lua, iType, pInput + offset); 
+    lua_rawseti(lua, -2, i+1);
+    offset += iBytes;
+  } 
+  int isGlobalState = false; 
+  lua_getglobal(lua, "global"); 
+  if (lua_istable(lua, -1)) {
+    isGlobalState = true; 
+  }
+  lua_pushnumber(lua, (lua_Number)key);
+  // do call lua script 
+  if (lua_pcall(lua, 3, 1, 0) != 0) {
+    qError("SCRIPT ERROR: %s", lua_tostring(lua, -1)); 
+    lua_pop(lua, -1);
+    return;
+  }
+  int tNumOfOutput = 0; 
+  if (isGlobalState == false) {
+    luaValueToTaosType(lua, pOutput, &tNumOfOutput, oType, oBytes);
+  } else {
+    lua_setglobal(lua, "global");
+  }
+  *numOfOutput = tNumOfOutput;
+}
+
+void taosLoadScriptMerge(void *pInit, char* data, int32_t numOfRows, char* pOutput, int32_t* numOfOutput) {
+  ScriptCtx *pCtx = pInit;
+  char funcName[MAX_FUNC_NAME] = {0};
+  sprintf(funcName, "%s_merge", pCtx->funcName);
+
+  lua_State* lua  = pCtx->pEnv->lua_state;   
+  lua_getglobal(lua, funcName);
+  if (!lua_isfunction(lua, -1)) {
+    qError("SCRIPT ERROR: %s", lua_tostring(lua, -1)); 
+    return;
+  }
+
+  lua_getglobal(lua, "global"); 
+  if (lua_pcall(lua, 1, 1, 0) != 0) {
+    qError("SCRIPT ERROR: %s", lua_tostring(lua, -1)); 
+    lua_pop(lua, -1);
+    return;
+  }
+  int tNumOfOutput = 0; 
+  luaValueToTaosType(lua, pOutput, &tNumOfOutput, pCtx->resType, pCtx->resBytes);
+  *numOfOutput = tNumOfOutput;
+}
+
+//do not support agg now
+void taosLoadScriptFinalize(void *pInit,int64_t key, char *pOutput, int32_t* numOfOutput) {
+  ScriptCtx *pCtx = pInit;
+  char funcName[MAX_FUNC_NAME] = {0};
+  sprintf(funcName, "%s_finalize", pCtx->funcName);
+  
+  lua_State* lua  = pCtx->pEnv->lua_state;   
+  lua_getglobal(lua, funcName);
+  if (!lua_isfunction(lua, -1)) {
+    qError("SCRIPT ERROR: %s", lua_tostring(lua, -1)); 
+    return;
+  }
+
+  lua_getglobal(lua, "global"); 
+
+  lua_pushnumber(lua, (lua_Number)key);
+  if (lua_pcall(lua, 2, 2, 0) != 0) {
+    qError("SCRIPT ERROR: %s", lua_tostring(lua, -1)); 
+    lua_pop(lua, -1);
+    return;
+  }
+  lua_setglobal(lua, "global"); 
+  int tNumOfOutput = 0; 
+  luaValueToTaosType(lua, pOutput, &tNumOfOutput, pCtx->resType, pCtx->resBytes);
+  *numOfOutput = tNumOfOutput;
+}
+
+void taosLoadScriptDestroy(void *pInit) {
+  destroyScriptCtx(pInit);
+}
+
+ScriptCtx* createScriptCtx(char *script, int8_t resType, int16_t resBytes) {
+  ScriptCtx *pCtx = (ScriptCtx *)calloc(1, sizeof(ScriptCtx)); 
+  pCtx->state = SCRIPT_STATE_INIT; 
+  pCtx->pEnv  = getScriptEnvFromPool();  //  
+  pCtx->resType  = resType;
+  pCtx->resBytes = resBytes; 
+  
+  if (pCtx->pEnv == NULL) {
+    destroyScriptCtx(pCtx);
+    return NULL;
+  } 
+
+  lua_State *lua = pCtx->pEnv->lua_state;
+  if (luaL_dostring(lua, script)) {
+    lua_pop(lua, 1);
+    qError("dynamic load script failed");
+    destroyScriptCtx(pCtx);
+    return NULL;
+  } 
+  lua_getglobal(lua, USER_FUNC_NAME);
+  const char *name = lua_tostring(lua, -1); 
+  if (name == NULL) {
+    lua_pop(lua, 1);
+    qError("SCRIPT ERROR: invalid script");
+    destroyScriptCtx(pCtx);
+    return NULL; 
+  }
+  memcpy(pCtx->funcName, name, strlen(name));
+  lua_pop(lua, 1);
+  
+  return pCtx;
+}
+void destroyScriptCtx(void *pCtx) {
+  if (pCtx == NULL) return;
+  addScriptEnvToPool(((ScriptCtx *)pCtx)->pEnv);
+  free(pCtx);
+}
+
+void luaValueToTaosType(lua_State *lua, char *interBuf, int32_t *numOfOutput, int16_t oType, int16_t oBytes) {
+  int t = lua_type(lua,-1); 
+  int32_t sz = 0;
+  switch (t) {
+    case LUA_TSTRING:
+      //TODO(yihaodeng): handle str type
+      {
+        const char *v = lua_tostring(lua, -1);
+        memcpy(interBuf, v, strlen(v));
+        sz = 1; 
+      }
+      break;
+    case LUA_TBOOLEAN: 
+      {
+        double v = lua_tonumber(lua, -1);
+        memcpy(interBuf, (char *)&v, oBytes);
+        sz = 1;
+      }
+      break;
+    case LUA_TNUMBER:
+      {
+        if (oType == TSDB_DATA_TYPE_FLOAT) {
+          float v = (float)lua_tonumber(lua, -1);
+          memcpy(interBuf, (char *)&v, oBytes);
+          sz = 1;
+        } else if (oType == TSDB_DATA_TYPE_DOUBLE) {
+          double v = (double)lua_tonumber(lua, -1);
+          memcpy(interBuf, (char *)&v, oBytes);
+          sz = 1;
+        } else if (oType == TSDB_DATA_TYPE_BIGINT) {
+          int64_t v = (int64_t)lua_tonumber(lua, -1);
+          memcpy(interBuf, (char *)&v, oBytes);
+          sz = 1;
+        } else if (oType <= TSDB_DATA_TYPE_INT) {
+          int32_t v = (int32_t)lua_tonumber(lua, -1);
+          memcpy(interBuf, (char *)&v, oBytes);
+          sz = 1;
+        }
+      }
+      break;
+    case LUA_TTABLE: 
+      {
+        lua_pushnil(lua);
+        int32_t offset = 0;
+        while(lua_next(lua, -2)) {
+          int32_t v = (int32_t)lua_tonumber(lua, -1); 
+          memcpy(interBuf + offset, (char *)&v, oBytes);
+          offset += oBytes;
+          lua_pop(lua, 1);
+          sz += 1;
+        }
+      }
+      break;
+    default:
+      setNull(interBuf, oType, oBytes);
+      sz = 1;
+      break; 
+  }
+  lua_pop(lua,1); // pop ret value from script  
+  *numOfOutput = sz; 
+}
+
+
+/*
+*Initialize the scripting environment.
+*/  
+lua_State* createLuaEnv() {
+  lua_State *lua = lua_open(); 
+  luaLoadLibraries(lua);
+  luaRemoveUnsupportedFunctions(lua);
+
+  // register func in external lib 
+  luaRegisterLibFunc(lua); 
+
+  {
+    char *errh_func = "local dbg = debug\n"
+                      "function __taos__err__handler(err)\n"
+                      "  local i = dbg.getinfo(2,'nSl')\n"
+                      "  if i and i.what == 'C' then\n"
+                      "    i = dbg.getinfo(3,'nSl')\n"
+                      "  end\n"
+                      "  if i then\n"
+                      "    return i.source .. ':' .. i.currentline .. ': ' .. err\n"
+                      "  else\n"
+                      "    return err\n"
+                      "  end\n"
+                      "end\n";
+    luaL_loadbuffer(lua,errh_func,strlen(errh_func),"@err_handler_def");
+    lua_pcall(lua,0,0,0);
+  }
+    
+  return lua;
+}
+
+void destroyLuaEnv(lua_State *lua) {
+  lua_close(lua); 
+}
+
+int32_t scriptEnvPoolInit() {
+  const int size = 10; // configure or not 
+  pool = malloc(sizeof(ScriptEnvPool));  
+  pthread_mutex_init(&pool->mutex, NULL);
+
+  pool->scriptEnvs = tdListNew(sizeof(ScriptEnv *));
+  for (int i = 0; i < size; i++) {
+    ScriptEnv *env = malloc(sizeof(ScriptEnv));
+    env->funcId = taosHashInit(1024, taosGetDefaultHashFunction(TSDB_DATA_TYPE_BINARY), false, HASH_ENTRY_LOCK);;  
+    env->lua_state = createLuaEnv(); 
+    tdListAppend(pool->scriptEnvs, (void *)(&env));  
+  }
+  pool->mSize = size;
+  pool->cSize = size;
+  return 0;  
+}
+
+void scriptEnvPoolCleanup() {
+  if (pool == NULL) return;
+  
+  SListNode *pNode = NULL; 
+  while ((pNode = tdListPopHead(pool->scriptEnvs)) != NULL) {
+    ScriptEnv *pEnv = NULL;
+    tdListNodeGetData(pool->scriptEnvs, pNode, (void *)(&pEnv));
+    destroyScriptEnv(pEnv);
+    listNodeFree(pNode); 
+  }  
+  tdListFree(pool->scriptEnvs);
+  pthread_mutex_destroy(&pool->mutex);
+  free(pool);
+}
+
+void destroyScriptEnv(ScriptEnv *pEnv) {
+  destroyLuaEnv(pEnv->lua_state);       
+  taosHashCleanup(pEnv->funcId); 
+  free(pEnv);
+} 
+
+ScriptEnv* getScriptEnvFromPool() {
+  ScriptEnv *pEnv = NULL;
+
+  pthread_mutex_lock(&pool->mutex); 
+  if (pool->cSize <= 0) {
+    pthread_mutex_unlock(&pool->mutex); 
+    return NULL;
+  }  
+  SListNode *pNode = tdListPopHead(pool->scriptEnvs);
+  tdListNodeGetData(pool->scriptEnvs, pNode, (void *)(&pEnv));
+  listNodeFree(pNode); 
+  
+  pool->cSize--;
+  pthread_mutex_unlock(&pool->mutex); 
+  return pEnv; 
+}
+
+void addScriptEnvToPool(ScriptEnv *pEnv) {
+  if (pEnv == NULL) {
+    return;
+  }
+  pthread_mutex_lock(&pool->mutex); 
+  lua_settop(pEnv->lua_state, 0);
+  tdListAppend(pool->scriptEnvs, (void *)(&pEnv));  
+  pool->cSize++;
+  pthread_mutex_unlock(&pool->mutex); 
+}
+
+bool hasBaseFuncDefinedInScript(lua_State *lua, const char *funcPrefix, int32_t len) {
+  bool ret = true;
+  char funcName[MAX_FUNC_NAME]; 
+  memcpy(funcName, funcPrefix, len); 
+
+  const char *base[] = {"_init", "_add"};
+  for (int i = 0; (i < sizeof(base)/sizeof(base[0])) && (ret == true); i++) {
+    memcpy(funcName + len, base[i], strlen(base[i])); 
+    memset(funcName + len + strlen(base[i]), 0, MAX_FUNC_NAME - len - strlen(base[i]));
+    lua_getglobal(lua, funcName);   
+    ret = lua_isfunction(lua, -1); // exsit function or not 
+    lua_pop(lua, 1);
+  }
+  return ret;
+} 
+
+bool isValidScript(char *script, int32_t len) {
+  ScriptEnv *pEnv = getScriptEnvFromPool();  //  
+  if (pEnv == NULL) {
+    return false;
+  }  
+  lua_State *lua = pEnv->lua_state; 
+  if (len < strlen(script)) {
+    script[len] = 0; 
+  }  
+  if (luaL_dostring(lua, script)) {
+    lua_pop(lua, 1);
+    addScriptEnvToPool(pEnv); 
+    qError("error at %s and %d", script, (int)(strlen(script)));
+    return false;
+  }
+  lua_getglobal(lua, USER_FUNC_NAME);
+  const char *name = lua_tostring(lua, -1);
+  if (name == NULL || strlen(name) >= USER_FUNC_NAME_LIMIT) {
+    lua_pop(lua, 1);
+    addScriptEnvToPool(pEnv); 
+    qError("error at %s name: %s, len = %d", script, name, (int)(strlen(name)));
+    return false;
+  } 
+  bool ret = hasBaseFuncDefinedInScript(lua, name, (int32_t)strlen(name));
+  lua_pop(lua, 1); // pop  
+  addScriptEnvToPool(pEnv); 
+  return ret;
+}
+

src/query/src/qSqlParser.c

@@ -28,6 +28,7 @@ SSqlInfo qSqlParse(const char *pStr) {
 
   SSqlInfo sqlInfo = {0};
   sqlInfo.valid = true;
+  sqlInfo.funcs = taosArrayInit(4, sizeof(SStrToken));
 
   int32_t i = 0;
   while (1) {
@@ -120,6 +121,19 @@ void tSqlExprListDestroy(SArray *pList) {
   taosArrayDestroyEx(pList, freeExprElem);
 }
 
+
+SArray *tStrTokenAppend(SArray *pList, SStrToken *pToken) {
+  if (pList == NULL) {
+    pList = taosArrayInit(4, sizeof(tVariantListItem));
+  }
+
+  if (pToken) {
+    taosArrayPush(pList, pToken);
+  }
+
+  return pList;
+}
+
 tSqlExpr *tSqlExprCreateIdValue(SStrToken *pToken, int32_t optrType) {
   tSqlExpr *pSqlExpr = calloc(1, sizeof(tSqlExpr));
 
@@ -146,7 +160,8 @@ tSqlExpr *tSqlExprCreateIdValue(SStrToken *pToken, int32_t optrType) {
     pSqlExpr->type    = SQL_NODE_VALUE;
     pSqlExpr->flags  |= 1 << EXPR_FLAG_NS_TIMESTAMP;
   } else if (optrType == TK_VARIABLE) {
-    // use nanosecond by default TODO set value after getting database precision
+    // use nanosecond by default
+    // TODO set value after getting database precision
     int32_t ret = parseAbsoluteDuration(pToken->z, pToken->n, &pSqlExpr->value.i64, TSDB_TIME_PRECISION_NANO);
     if (ret != TSDB_CODE_SUCCESS) {
       terrno = TSDB_CODE_TSC_SQL_SYNTAX_ERROR;
@@ -922,8 +937,8 @@ void* destroyCreateTableSql(SCreateTableSql* pCreate) {
 }
 
 void SqlInfoDestroy(SSqlInfo *pInfo) {
-  if (pInfo == NULL) return;
+  if (pInfo == NULL) return;;
-
+  taosArrayDestroy(pInfo->funcs); 
   if (pInfo->type == TSDB_SQL_SELECT) {
     destroyAllSqlNode(pInfo->list);
   } else if (pInfo->type == TSDB_SQL_CREATE_TABLE) {
@@ -1018,6 +1033,18 @@ void setDropDbTableInfo(SSqlInfo *pInfo, int32_t type, SStrToken* pToken, SStrTo
   pInfo->pMiscInfo->tableType = tableType;
 }
 
+void setDropFuncInfo(SSqlInfo *pInfo, int32_t type, SStrToken* pToken) {
+  pInfo->type = type;
+
+  if (pInfo->pMiscInfo == NULL) {
+    pInfo->pMiscInfo = (SMiscInfo *)calloc(1, sizeof(SMiscInfo));
+    pInfo->pMiscInfo->a = taosArrayInit(4, sizeof(SStrToken));
+  }
+
+  taosArrayPush(pInfo->pMiscInfo->a, pToken);
+}
+
+
 void setShowOptions(SSqlInfo *pInfo, int32_t type, SStrToken* prefix, SStrToken* pPatterns) {
   if (pInfo->pMiscInfo == NULL) {
     pInfo->pMiscInfo = calloc(1, sizeof(SMiscInfo));
@@ -1052,6 +1079,24 @@ void setCreateDbInfo(SSqlInfo *pInfo, int32_t type, SStrToken *pToken, SCreateDb
   pInfo->pMiscInfo->dbOpt.ignoreExists = pIgExists->n; // sql.y has: ifnotexists(X) ::= IF NOT EXISTS.   {X.n = 1;}
 }
 
+void setCreateFuncInfo(SSqlInfo *pInfo, int32_t type, SStrToken *pName, SStrToken *pPath, TAOS_FIELD *output, SStrToken* bufSize, int32_t funcType) {
+  pInfo->type = type;
+  if (pInfo->pMiscInfo == NULL) {
+    pInfo->pMiscInfo = calloc(1, sizeof(SMiscInfo));
+  }
+
+  pInfo->pMiscInfo->funcOpt.name = *pName;
+  pInfo->pMiscInfo->funcOpt.path = *pPath;
+  pInfo->pMiscInfo->funcOpt.output = *output;
+  pInfo->pMiscInfo->funcOpt.type = funcType;
+  if (bufSize->n > 0) {
+    pInfo->pMiscInfo->funcOpt.bufSize = strtol(bufSize->z, NULL, 10);
+  } else {
+    pInfo->pMiscInfo->funcOpt.bufSize = 0;  
+  }
+}
+
+
 void setCreateAcctSql(SSqlInfo *pInfo, int32_t type, SStrToken *pName, SStrToken *pPwd, SCreateAcctInfo *pAcctInfo) {
   pInfo->type = type;
   if (pInfo->pMiscInfo == NULL) {

src/query/src/qTsbuf.c

@@ -267,6 +267,10 @@ static void writeDataToDisk(STSBuf* pTSBuf) {
   if (pBlock->tag.nType == TSDB_DATA_TYPE_BINARY || pBlock->tag.nType == TSDB_DATA_TYPE_NCHAR) {
     metaLen += (int32_t)fwrite(&pBlock->tag.nLen, 1, sizeof(pBlock->tag.nLen), pTSBuf->f);
     metaLen += (int32_t)fwrite(pBlock->tag.pz, 1, (size_t)pBlock->tag.nLen, pTSBuf->f);
+  } else if (pBlock->tag.nType == TSDB_DATA_TYPE_FLOAT) {
+    metaLen += (int32_t)fwrite(&pBlock->tag.nLen, 1, sizeof(pBlock->tag.nLen), pTSBuf->f);
+    float tfloat = (float)pBlock->tag.dKey;
+    metaLen += (int32_t)fwrite(&tfloat, 1, (size_t) pBlock->tag.nLen, pTSBuf->f);  
   } else if (pBlock->tag.nType != TSDB_DATA_TYPE_NULL) {
     metaLen += (int32_t)fwrite(&pBlock->tag.nLen, 1, sizeof(pBlock->tag.nLen), pTSBuf->f);
     metaLen += (int32_t)fwrite(&pBlock->tag.i64, 1, (size_t) pBlock->tag.nLen, pTSBuf->f);
@@ -351,6 +355,11 @@ STSBlock* readDataFromDisk(STSBuf* pTSBuf, int32_t order, bool decomp) {
 
     sz = fread(pBlock->tag.pz, (size_t)pBlock->tag.nLen, 1, pTSBuf->f);
     UNUSED(sz);
+  } else if (pBlock->tag.nType == TSDB_DATA_TYPE_FLOAT) {
+    float tfloat = 0;
+    sz = fread(&tfloat, (size_t) pBlock->tag.nLen, 1, pTSBuf->f);
+    pBlock->tag.dKey = (double)tfloat;
+    UNUSED(sz);
   } else if (pBlock->tag.nType != TSDB_DATA_TYPE_NULL) { //TODO check the return value
     sz = fread(&pBlock->tag.i64, (size_t) pBlock->tag.nLen, 1, pTSBuf->f);
     UNUSED(sz);

src/query/src/queryMain.c

@@ -68,7 +68,7 @@ void freeParam(SQueryParam *param) {
   tfree(param->prevResult);
 }
 
-int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryMsg, qinfo_t* pQInfo, uint64_t *qId) {
+int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryMsg, qinfo_t* pQInfo, uint64_t qId) {
   assert(pQueryMsg != NULL && tsdb != NULL);
 
   int32_t code = TSDB_CODE_SUCCESS;
@@ -93,12 +93,12 @@ int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryMsg, qi
 
   SQueriedTableInfo info = { .numOfTags = pQueryMsg->numOfTags, .numOfCols = pQueryMsg->numOfCols, .colList = pQueryMsg->tableCols};
   if ((code = createQueryFunc(&info, pQueryMsg->numOfOutput, &param.pExprs, param.pExpr, param.pTagColumnInfo,
-                              pQueryMsg->queryType, pQueryMsg)) != TSDB_CODE_SUCCESS) {
+                              pQueryMsg->queryType, pQueryMsg, param.pUdfInfo)) != TSDB_CODE_SUCCESS) {
     goto _over;
   }
 
   if (param.pSecExpr != NULL) {
-    if ((code = createIndirectQueryFuncExprFromMsg(pQueryMsg, pQueryMsg->secondStageOutput, &param.pSecExprs, param.pSecExpr, param.pExprs)) != TSDB_CODE_SUCCESS) {
+    if ((code = createIndirectQueryFuncExprFromMsg(pQueryMsg, pQueryMsg->secondStageOutput, &param.pSecExprs, param.pSecExpr, param.pExprs, param.pUdfInfo)) != TSDB_CODE_SUCCESS) {
       goto _over;
     }
   }
@@ -162,18 +162,14 @@ int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryMsg, qi
 
   assert(pQueryMsg->stableQuery == isSTableQuery);
   (*pQInfo) = createQInfoImpl(pQueryMsg, param.pGroupbyExpr, param.pExprs, param.pSecExprs, &tableGroupInfo,
-                              param.pTagColumnInfo, vgId, param.sql, *qId);
+                              param.pTagColumnInfo, vgId, param.sql, qId, param.pUdfInfo);
 
   param.sql    = NULL;
   param.pExprs = NULL;
   param.pSecExprs = NULL;
   param.pGroupbyExpr = NULL;
   param.pTagColumnInfo = NULL;
-
+  param.pUdfInfo = NULL;
-  if ((*pQInfo) == NULL) {
-    code = TSDB_CODE_QRY_OUT_OF_MEMORY;
-    goto _over;
-  }
 
   code = initQInfo(&pQueryMsg->tsBuf, tsdb, NULL, *pQInfo, &param, (char*)pQueryMsg, pQueryMsg->prevResultLen, NULL);
 
@@ -182,6 +178,8 @@ int32_t qCreateQueryInfo(void* tsdb, int32_t vgId, SQueryTableMsg* pQueryMsg, qi
     taosArrayDestroy(param.pGroupbyExpr->columnInfo);
   }
 
+  destroyUdfInfo(param.pUdfInfo);
+
   taosArrayDestroy(param.pTableIdList);
   param.pTableIdList = NULL;
 

src/tsdb/inc/tsdbMemTable.h

@@ -71,27 +71,27 @@ int   tsdbLoadDataFromCache(STable* pTable, SSkipListIterator* pIter, TSKEY maxK
                             TKEY* filterKeys, int nFilterKeys, bool keepDup, SMergeInfo* pMergeInfo);
 void* tsdbCommitData(STsdbRepo* pRepo);
 
-static FORCE_INLINE SDataRow tsdbNextIterRow(SSkipListIterator* pIter) {
+static FORCE_INLINE SMemRow tsdbNextIterRow(SSkipListIterator* pIter) {
   if (pIter == NULL) return NULL;
 
   SSkipListNode* node = tSkipListIterGet(pIter);
   if (node == NULL) return NULL;
 
-  return (SDataRow)SL_GET_NODE_DATA(node);
+  return (SMemRow)SL_GET_NODE_DATA(node);
 }
 
 static FORCE_INLINE TSKEY tsdbNextIterKey(SSkipListIterator* pIter) {
-  SDataRow row = tsdbNextIterRow(pIter);
+  SMemRow row = tsdbNextIterRow(pIter);
   if (row == NULL) return TSDB_DATA_TIMESTAMP_NULL;
 
-  return dataRowKey(row);
+  return memRowKey(row);
 }
 
 static FORCE_INLINE TKEY tsdbNextIterTKey(SSkipListIterator* pIter) {
-  SDataRow row = tsdbNextIterRow(pIter);
+  SMemRow row = tsdbNextIterRow(pIter);
   if (row == NULL) return TKEY_NULL;
 
-  return dataRowTKey(row);
+  return memRowTKey(row);
 }
 
 #endif /* _TD_TSDB_MEMTABLE_H_ */

src/tsdb/inc/tsdbMeta.h

@@ -32,7 +32,7 @@ typedef struct STable {
   void*          eventHandler;   // TODO
   void*          streamHandler;  // TODO
   TSKEY          lastKey;
-  SDataRow       lastRow;
+  SMemRow        lastRow;
   char*          sql;
   void*          cqhandle;
   SRWLatch       latch;  // TODO: implementa latch functions
@@ -148,7 +148,7 @@ static FORCE_INLINE STSchema *tsdbGetTableTagSchema(STable *pTable) {
 }
 
 static FORCE_INLINE TSKEY tsdbGetTableLastKeyImpl(STable* pTable) {
-  ASSERT(pTable->lastRow == NULL || pTable->lastKey == dataRowKey(pTable->lastRow));
+  ASSERT((pTable->lastRow == NULL) || (pTable->lastKey == memRowKey(pTable->lastRow)));
   return pTable->lastKey;
 }
 

src/tsdb/src/tsdbCommit.c

@@ -920,7 +920,8 @@ int tsdbWriteBlockImpl(STsdbRepo *pRepo, STable *pTable, SDFile *pDFile, SDataCo
     SDataCol * pDataCol = pDataCols->cols + ncol;
     SBlockCol *pBlockCol = pBlockData->cols + nColsNotAllNull;
 
-    if (isNEleNull(pDataCol, rowsToWrite)) {  // all data to commit are NULL, just ignore it
+    // if (isNEleNull(pDataCol, rowsToWrite)) {  // all data to commit are NULL, just ignore it
+    if (isAllRowsNull(pDataCol)) {  // all data to commit are NULL, just ignore it
       continue;
     }
 
@@ -1264,12 +1265,12 @@ static void tsdbLoadAndMergeFromCache(SDataCols *pDataCols, int *iter, SCommitIt
   while (true) {
     key1 = (*iter >= pDataCols->numOfRows) ? INT64_MAX : dataColsKeyAt(pDataCols, *iter);
     bool isRowDel = false;
-    SDataRow row = tsdbNextIterRow(pCommitIter->pIter);
+    SMemRow row = tsdbNextIterRow(pCommitIter->pIter);
-    if (row == NULL || dataRowKey(row) > maxKey) {
+    if (row == NULL || memRowKey(row) > maxKey) {
       key2 = INT64_MAX;
     } else {
-      key2 = dataRowKey(row);
+      key2 = memRowKey(row);
-      isRowDel = dataRowDeleted(row);
+      isRowDel = memRowDeleted(row);
     }
 
     if (key1 == INT64_MAX && key2 == INT64_MAX) break;
@@ -1284,24 +1285,24 @@ static void tsdbLoadAndMergeFromCache(SDataCols *pDataCols, int *iter, SCommitIt
       (*iter)++;
     } else if (key1 > key2) {
       if (!isRowDel) {
-        if (pSchema == NULL || schemaVersion(pSchema) != dataRowVersion(row)) {
+        if (pSchema == NULL || schemaVersion(pSchema) != memRowVersion(row)) {
-          pSchema = tsdbGetTableSchemaImpl(pCommitIter->pTable, false, false, dataRowVersion(row));
+          pSchema = tsdbGetTableSchemaImpl(pCommitIter->pTable, false, false, memRowVersion(row));
           ASSERT(pSchema != NULL);
         }
 
-        tdAppendDataRowToDataCol(row, pSchema, pTarget);
+        tdAppendMemRowToDataCol(row, pSchema, pTarget);
       }
 
       tSkipListIterNext(pCommitIter->pIter);
     } else {
       if (update) {
         if (!isRowDel) {
-          if (pSchema == NULL || schemaVersion(pSchema) != dataRowVersion(row)) {
+          if (pSchema == NULL || schemaVersion(pSchema) != memRowVersion(row)) {
-            pSchema = tsdbGetTableSchemaImpl(pCommitIter->pTable, false, false, dataRowVersion(row));
+            pSchema = tsdbGetTableSchemaImpl(pCommitIter->pTable, false, false, memRowVersion(row));
             ASSERT(pSchema != NULL);
           }
 
-          tdAppendDataRowToDataCol(row, pSchema, pTarget);
+          tdAppendMemRowToDataCol(row, pSchema, pTarget);
         }
       } else {
         ASSERT(!isRowDel);

src/tsdb/src/tsdbMain.c

@@ -641,7 +641,7 @@ static int tsdbRestoreLastColumns(STsdbRepo *pRepo, STable *pTable, SReadH* pRea
   int numColumns;
   int32_t blockIdx;
   SDataStatis* pBlockStatis = NULL;
-  SDataRow row = NULL;
+  SMemRow      row = NULL;
   // restore last column data with last schema
   
   int err = 0;
@@ -657,13 +657,15 @@ static int tsdbRestoreLastColumns(STsdbRepo *pRepo, STable *pTable, SReadH* pRea
     }
   }
 
-  row = taosTMalloc(dataRowMaxBytesFromSchema(pSchema));
+  row = taosTMalloc(memRowMaxBytesFromSchema(pSchema));
   if (row == NULL) {
     terrno = TSDB_CODE_TDB_OUT_OF_MEMORY;
     err = -1;
     goto out;
   }
-  tdInitDataRow(row, pSchema);
+
+  memRowSetType(row, SMEM_ROW_DATA);
+  tdInitDataRow(memRowDataBody(row), pSchema);
 
   // first load block index info
   if (tsdbLoadBlockInfo(pReadh, NULL) < 0) {
@@ -720,9 +722,9 @@ static int tsdbRestoreLastColumns(STsdbRepo *pRepo, STable *pTable, SReadH* pRea
       // OK,let's load row from backward to get not-null column
       for (int32_t rowId = pBlock->numOfRows - 1; rowId >= 0; rowId--) {
         SDataCol *pDataCol = pReadh->pDCols[0]->cols + i;
-        tdAppendColVal(row, tdGetColDataOfRow(pDataCol, rowId), pCol->type, pCol->bytes, pCol->offset);
+        tdAppendColVal(memRowDataBody(row), tdGetColDataOfRow(pDataCol, rowId), pCol->type, pCol->offset);
         //SDataCol *pDataCol = readh.pDCols[0]->cols + j;
-        void* value = tdGetRowDataOfCol(row, (int8_t)pCol->type, TD_DATA_ROW_HEAD_SIZE + pCol->offset);
+        void *value = tdGetRowDataOfCol(memRowDataBody(row), (int8_t)pCol->type, TD_DATA_ROW_HEAD_SIZE + pCol->offset);
         if (isNull(value, pCol->type)) {
           continue;
         }
@@ -742,8 +744,8 @@ static int tsdbRestoreLastColumns(STsdbRepo *pRepo, STable *pTable, SReadH* pRea
         // save row ts(in column 0)
         pDataCol = pReadh->pDCols[0]->cols + 0;
         pCol = schemaColAt(pSchema, 0);
-        tdAppendColVal(row, tdGetColDataOfRow(pDataCol, rowId), pCol->type, pCol->bytes, pCol->offset);
+        tdAppendColVal(memRowDataBody(row), tdGetColDataOfRow(pDataCol, rowId), pCol->type, pCol->offset);
-        pLastCol->ts = dataRowKey(row);
+        pLastCol->ts = memRowKey(row);
 
         pTable->restoreColumnNum += 1;
 
@@ -779,17 +781,17 @@ static int tsdbRestoreLastRow(STsdbRepo *pRepo, STable *pTable, SReadH* pReadh,
   // Get the data in row
   
   STSchema *pSchema = tsdbGetTableSchema(pTable);
-  pTable->lastRow = taosTMalloc(dataRowMaxBytesFromSchema(pSchema));
+  pTable->lastRow = taosTMalloc(memRowMaxBytesFromSchema(pSchema));
   if (pTable->lastRow == NULL) {
     terrno = TSDB_CODE_TDB_OUT_OF_MEMORY;
     return -1;
   }
-
+  memRowSetType(pTable->lastRow, SMEM_ROW_DATA);
-  tdInitDataRow(pTable->lastRow, pSchema);
+  tdInitDataRow(memRowDataBody(pTable->lastRow), pSchema);
   for (int icol = 0; icol < schemaNCols(pSchema); icol++) {
     STColumn *pCol = schemaColAt(pSchema, icol);
     SDataCol *pDataCol = pReadh->pDCols[0]->cols + icol;
-    tdAppendColVal(pTable->lastRow, tdGetColDataOfRow(pDataCol, pBlock->numOfRows - 1), pCol->type, pCol->bytes,
+    tdAppendColVal(memRowDataBody(pTable->lastRow), tdGetColDataOfRow(pDataCol, pBlock->numOfRows - 1), pCol->type,
                    pCol->offset);
   }
 

src/tsdb/src/tsdbMemTable.c

@@ -21,7 +21,7 @@
 typedef struct {
   int32_t  totalLen;
   int32_t  len;
-  SDataRow row;
+  SMemRow  row;
 } SSubmitBlkIter;
 
 typedef struct {
@@ -36,20 +36,19 @@ static STableData *tsdbNewTableData(STsdbCfg *pCfg, STable *pTable);
 static void        tsdbFreeTableData(STableData *pTableData);
 static char *      tsdbGetTsTupleKey(const void *data);
 static int          tsdbAdjustMemMaxTables(SMemTable *pMemTable, int maxTables);
-static int          tsdbAppendTableRowToCols(STable *pTable, SDataCols *pCols, STSchema **ppSchema, SDataRow row);
+static int              tsdbAppendTableRowToCols(STable *pTable, SDataCols *pCols, STSchema **ppSchema, SMemRow row);
 static int          tsdbInitSubmitBlkIter(SSubmitBlk *pBlock, SSubmitBlkIter *pIter);
-static SDataRow     tsdbGetSubmitBlkNext(SSubmitBlkIter *pIter);
+static SMemRow          tsdbGetSubmitBlkNext(SSubmitBlkIter *pIter);
 static int          tsdbScanAndConvertSubmitMsg(STsdbRepo *pRepo, SSubmitMsg *pMsg);
 static int          tsdbInsertDataToTable(STsdbRepo *pRepo, SSubmitBlk *pBlock, int32_t *affectedrows);
-static int          tsdbCopyRowToMem(STsdbRepo *pRepo, SDataRow row, STable *pTable, void **ppRow);
+static int              tsdbCopyRowToMem(STsdbRepo *pRepo, SMemRow row, STable *pTable, void **ppRow);
 static int          tsdbInitSubmitMsgIter(SSubmitMsg *pMsg, SSubmitMsgIter *pIter);
 static int          tsdbGetSubmitMsgNext(SSubmitMsgIter *pIter, SSubmitBlk **pPBlock);
 static int          tsdbCheckTableSchema(STsdbRepo *pRepo, SSubmitBlk *pBlock, STable *pTable);
 static int          tsdbInsertDataToTableImpl(STsdbRepo *pRepo, STable *pTable, void **rows, int rowCounter);
 static void         tsdbFreeRows(STsdbRepo *pRepo, void **rows, int rowCounter);
-static int          tsdbUpdateTableLatestInfo(STsdbRepo *pRepo, STable *pTable, SDataRow row);
+static int              tsdbUpdateTableLatestInfo(STsdbRepo *pRepo, STable *pTable, SMemRow row);
-
+static FORCE_INLINE int tsdbCheckRowRange(STsdbRepo *pRepo, STable *pTable, SMemRow row, TSKEY minKey, TSKEY maxKey,
-static FORCE_INLINE int tsdbCheckRowRange(STsdbRepo *pRepo, STable *pTable, SDataRow row, TSKEY minKey, TSKEY maxKey,
                                           TSKEY now);
 
 int32_t tsdbInsertData(STsdbRepo *repo, SSubmitMsg *pMsg, SShellSubmitRspMsg *pRsp) {
@@ -354,7 +353,7 @@ int tsdbLoadDataFromCache(STable *pTable, SSkipListIterator *pIter, TSKEY maxKey
   TSKEY      fKey = 0;
   bool       isRowDel = false;
   int        filterIter = 0;
-  SDataRow   row = NULL;
+  SMemRow    row = NULL;
   SMergeInfo mInfo;
 
   if (pMergeInfo == NULL) pMergeInfo = &mInfo;
@@ -365,12 +364,12 @@ int tsdbLoadDataFromCache(STable *pTable, SSkipListIterator *pIter, TSKEY maxKey
   if (pCols) tdResetDataCols(pCols);
 
   row = tsdbNextIterRow(pIter);
-  if (row == NULL || dataRowKey(row) > maxKey) {
+  if (row == NULL || memRowKey(row) > maxKey) {
     rowKey = INT64_MAX;
     isRowDel = false;
   } else {
-    rowKey = dataRowKey(row);
+    rowKey = memRowKey(row);
-    isRowDel = dataRowDeleted(row);
+    isRowDel = memRowDeleted(row);
   }
 
   if (filterIter >= nFilterKeys) {
@@ -407,12 +406,12 @@ int tsdbLoadDataFromCache(STable *pTable, SSkipListIterator *pIter, TSKEY maxKey
 
       tSkipListIterNext(pIter);
       row = tsdbNextIterRow(pIter);
-      if (row == NULL || dataRowKey(row) > maxKey) {
+      if (row == NULL || memRowKey(row) > maxKey) {
         rowKey = INT64_MAX;
         isRowDel = false;
       } else {
-        rowKey = dataRowKey(row);
+        rowKey = memRowKey(row);
-        isRowDel = dataRowDeleted(row);
+        isRowDel = memRowDeleted(row);
       }
     } else {
       if (isRowDel) {
@@ -437,12 +436,12 @@ int tsdbLoadDataFromCache(STable *pTable, SSkipListIterator *pIter, TSKEY maxKey
 
       tSkipListIterNext(pIter);
       row = tsdbNextIterRow(pIter);
-      if (row == NULL || dataRowKey(row) > maxKey) {
+      if (row == NULL || memRowKey(row) > maxKey) {
         rowKey = INT64_MAX;
         isRowDel = false;
       } else {
-        rowKey = dataRowKey(row);
+        rowKey = memRowKey(row);
-        isRowDel = dataRowDeleted(row);
+        isRowDel = memRowDeleted(row);
       }
 
       filterIter++;
@@ -548,7 +547,7 @@ static void tsdbFreeTableData(STableData *pTableData) {
   }
 }
 
-static char *tsdbGetTsTupleKey(const void *data) { return dataRowTuple((SDataRow)data); }
+static char *tsdbGetTsTupleKey(const void *data) { return memRowTuple((SMemRow)data); }
 
 static int tsdbAdjustMemMaxTables(SMemTable *pMemTable, int maxTables) {
   ASSERT(pMemTable->maxTables < maxTables);
@@ -572,17 +571,17 @@ static int tsdbAdjustMemMaxTables(SMemTable *pMemTable, int maxTables) {
   return 0;
 }
 
-static int tsdbAppendTableRowToCols(STable *pTable, SDataCols *pCols, STSchema **ppSchema, SDataRow row) {
+static int tsdbAppendTableRowToCols(STable *pTable, SDataCols *pCols, STSchema **ppSchema, SMemRow row) {
   if (pCols) {
-    if (*ppSchema == NULL || schemaVersion(*ppSchema) != dataRowVersion(row)) {
+    if (*ppSchema == NULL || schemaVersion(*ppSchema) != memRowVersion(row)) {
-      *ppSchema = tsdbGetTableSchemaImpl(pTable, false, false, dataRowVersion(row));
+      *ppSchema = tsdbGetTableSchemaImpl(pTable, false, false, memRowVersion(row));
       if (*ppSchema == NULL) {
         ASSERT(false);
         return -1;
       }
     }
 
-    tdAppendDataRowToDataCol(row, *ppSchema, pCols);
+    tdAppendMemRowToDataCol(row, *ppSchema, pCols);
   }
 
   return 0;
@@ -592,31 +591,32 @@ static int tsdbInitSubmitBlkIter(SSubmitBlk *pBlock, SSubmitBlkIter *pIter) {
   if (pBlock->dataLen <= 0) return -1;
   pIter->totalLen = pBlock->dataLen;
   pIter->len = 0;
-  pIter->row = (SDataRow)(pBlock->data+pBlock->schemaLen);
+  pIter->row = (SMemRow)(pBlock->data + pBlock->schemaLen);
   return 0;
 }
 
-static SDataRow tsdbGetSubmitBlkNext(SSubmitBlkIter *pIter) {
+static SMemRow tsdbGetSubmitBlkNext(SSubmitBlkIter *pIter) {
-  SDataRow row = pIter->row;
+  SMemRow row = pIter->row;  // firstly, get current row
   if (row == NULL) return NULL;
 
-  pIter->len += dataRowLen(row);
+  pIter->len += memRowTLen(row);
-  if (pIter->len >= pIter->totalLen) {
+  if (pIter->len >= pIter->totalLen) {  // reach the end
     pIter->row = NULL;
   } else {
-    pIter->row = (char *)row + dataRowLen(row);
+    pIter->row = (char *)row + memRowTLen(row);  // secondly, move to next row
   }
 
   return row;
 }
 
-static FORCE_INLINE int tsdbCheckRowRange(STsdbRepo *pRepo, STable *pTable, SDataRow row, TSKEY minKey, TSKEY maxKey,
+static FORCE_INLINE int tsdbCheckRowRange(STsdbRepo *pRepo, STable *pTable, SMemRow row, TSKEY minKey, TSKEY maxKey,
                                           TSKEY now) {
-  if (dataRowKey(row) < minKey || dataRowKey(row) > maxKey) {
+  TSKEY rowKey = memRowKey(row);
+  if (rowKey < minKey || rowKey > maxKey) {
     tsdbError("vgId:%d table %s tid %d uid %" PRIu64 " timestamp is out of range! now %" PRId64 " minKey %" PRId64
               " maxKey %" PRId64 " row key %" PRId64,
               REPO_ID(pRepo), TABLE_CHAR_NAME(pTable), TABLE_TID(pTable), TABLE_UID(pTable), now, minKey, maxKey,
-              dataRowKey(row));
+              rowKey);
     terrno = TSDB_CODE_TDB_TIMESTAMP_OUT_OF_RANGE;
     return -1;
   }
@@ -630,7 +630,7 @@ static int tsdbScanAndConvertSubmitMsg(STsdbRepo *pRepo, SSubmitMsg *pMsg) {
   SSubmitMsgIter msgIter = {0};
   SSubmitBlk *   pBlock = NULL;
   SSubmitBlkIter blkIter = {0};
-  SDataRow       row = NULL;
+  SMemRow        row = NULL;
   TSKEY          now = taosGetTimestamp(pRepo->config.precision);
   TSKEY          minKey = now - tsTickPerDay[pRepo->config.precision] * pRepo->config.keep;
   TSKEY          maxKey = now + tsTickPerDay[pRepo->config.precision] * pRepo->config.daysPerFile;
@@ -698,7 +698,7 @@ static int tsdbInsertDataToTable(STsdbRepo *pRepo, SSubmitBlk *pBlock, int32_t *
   int64_t        points = 0;
   STable *       pTable = NULL;
   SSubmitBlkIter blkIter = {0};
-  SDataRow       row = NULL;
+  SMemRow        row = NULL;
   void *         rows[TSDB_MAX_INSERT_BATCH] = {0};
   int            rowCounter = 0;
 
@@ -744,10 +744,10 @@ _err:
   return -1;
 }
 
-static int tsdbCopyRowToMem(STsdbRepo *pRepo, SDataRow row, STable *pTable, void **ppRow) {
+static int tsdbCopyRowToMem(STsdbRepo *pRepo, SMemRow row, STable *pTable, void **ppRow) {
   STsdbCfg *  pCfg = &pRepo->config;
-  TKEY        tkey = dataRowTKey(row);
+  TKEY        tkey = memRowTKey(row);
-  TSKEY       key = dataRowKey(row);
+  TSKEY       key = memRowKey(row);
   bool        isRowDelete = TKEY_IS_DELETED(tkey);
 
   if (isRowDelete) {
@@ -765,15 +765,15 @@ static int tsdbCopyRowToMem(STsdbRepo *pRepo, SDataRow row, STable *pTable, void
     }
   }
 
-  void *pRow = tsdbAllocBytes(pRepo, dataRowLen(row));
+  void *pRow = tsdbAllocBytes(pRepo, memRowTLen(row));
   if (pRow == NULL) {
-    tsdbError("vgId:%d failed to insert row with key %" PRId64 " to table %s while allocate %d bytes since %s",
+    tsdbError("vgId:%d failed to insert row with key %" PRId64 " to table %s while allocate %" PRIu32 " bytes since %s",
-              REPO_ID(pRepo), key, TABLE_CHAR_NAME(pTable), dataRowLen(row), tstrerror(terrno));
+              REPO_ID(pRepo), key, TABLE_CHAR_NAME(pTable), memRowTLen(row), tstrerror(terrno));
     return -1;
   }
 
-  dataRowCpy(pRow, row);
+  memRowCpy(pRow, row);
-  ppRow[0] = pRow;
+  ppRow[0] = pRow;  // save the memory address of data rows
 
   tsdbTrace("vgId:%d a row is %s table %s tid %d uid %" PRIu64 " key %" PRIu64, REPO_ID(pRepo),
             isRowDelete ? "deleted from" : "updated in", TABLE_CHAR_NAME(pTable), TABLE_TID(pTable), TABLE_UID(pTable),
@@ -932,13 +932,15 @@ static int tsdbInsertDataToTableImpl(STsdbRepo *pRepo, STable *pTable, void **ro
   int64_t osize = SL_SIZE(pTableData->pData);
   tSkipListPutBatch(pTableData->pData, rows, rowCounter);
   int64_t dsize = SL_SIZE(pTableData->pData) - osize;
+  TSKEY   keyFirstRow = memRowKey(rows[0]);
+  TSKEY   keyLastRow = memRowKey(rows[rowCounter - 1]);
 
-  if (pMemTable->keyFirst > dataRowKey(rows[0])) pMemTable->keyFirst = dataRowKey(rows[0]);
+  if (pMemTable->keyFirst > keyFirstRow) pMemTable->keyFirst = keyFirstRow;
-  if (pMemTable->keyLast < dataRowKey(rows[rowCounter - 1])) pMemTable->keyLast = dataRowKey(rows[rowCounter - 1]);
+  if (pMemTable->keyLast < keyLastRow) pMemTable->keyLast = keyLastRow;
   pMemTable->numOfRows += dsize;
 
-  if (pTableData->keyFirst > dataRowKey(rows[0])) pTableData->keyFirst = dataRowKey(rows[0]);
+  if (pTableData->keyFirst > keyFirstRow) pTableData->keyFirst = keyFirstRow;
-  if (pTableData->keyLast < dataRowKey(rows[rowCounter - 1])) pTableData->keyLast = dataRowKey(rows[rowCounter - 1]);
+  if (pTableData->keyLast < keyLastRow) pTableData->keyLast = keyLastRow;
   pTableData->numOfRows += dsize;
 
   // update table latest info
@@ -954,8 +956,8 @@ static void tsdbFreeRows(STsdbRepo *pRepo, void **rows, int rowCounter) {
   STsdbBufPool *pBufPool = pRepo->pPool;
 
   for (int i = rowCounter - 1; i >= 0; --i) {
-    SDataRow row = (SDataRow)rows[i];
+    SMemRow row = (SMemRow)rows[i];
-    int      bytes = (int)dataRowLen(row);
+    int     bytes = (int)memRowTLen(row);
 
     if (pRepo->mem->extraBuffList == NULL) {
       STsdbBufBlock *pBufBlock = tsdbGetCurrBufBlock(pRepo);
@@ -988,21 +990,23 @@ static void tsdbFreeRows(STsdbRepo *pRepo, void **rows, int rowCounter) {
   }
 }
 
-static void updateTableLatestColumn(STsdbRepo *pRepo, STable *pTable, SDataRow row) {
+static void updateTableLatestColumn(STsdbRepo *pRepo, STable *pTable, SMemRow row) {
-  tsdbDebug("vgId:%d updateTableLatestColumn, %s row version:%d", REPO_ID(pRepo), pTable->name->data, dataRowVersion(row));
+  tsdbDebug("vgId:%d updateTableLatestColumn, %s row version:%d", REPO_ID(pRepo), pTable->name->data,
+            memRowVersion(row));
 
   STSchema* pSchema = tsdbGetTableLatestSchema(pTable);
   if (tsdbUpdateLastColSchema(pTable, pSchema) < 0) {
     return;
   }
 
-  pSchema = tsdbGetTableSchemaByVersion(pTable, dataRowVersion(row));
+  pSchema = tsdbGetTableSchemaByVersion(pTable, memRowVersion(row));
   if (pSchema == NULL) {
     return;
   }
 
   SDataCol *pLatestCols = pTable->lastCols;
 
+  bool isDataRow = isDataRow(row);
   for (int16_t j = 0; j < schemaNCols(pSchema); j++) {
     STColumn *pTCol = schemaColAt(pSchema, j);
     // ignore not exist colId
@@ -1011,8 +1015,20 @@ static void updateTableLatestColumn(STsdbRepo *pRepo, STable *pTable, SDataRow r
       continue;
     }
 
-    void* value = tdGetRowDataOfCol(row, (int8_t)pTCol->type, TD_DATA_ROW_HEAD_SIZE + pSchema->columns[j].offset);
+    void *value = NULL;
-    if (isNull(value, pTCol->type)) {
+
+    if (isDataRow) {
+      value = tdGetRowDataOfCol(memRowDataBody(row), (int8_t)pTCol->type,
+                                TD_DATA_ROW_HEAD_SIZE + pSchema->columns[j].offset);
+    } else {
+      // SKVRow
+      SColIdx *pColIdx = tdGetKVRowIdxOfCol(memRowKvBody(row), pTCol->colId);
+      if (pColIdx) {
+        value = tdGetKvRowDataOfCol(memRowKvBody(row), pColIdx->offset);
+      }
+    }
+
+    if ((value == NULL) || isNull(value, pTCol->type)) {
       continue;
     }
 
@@ -1027,11 +1043,11 @@ static void updateTableLatestColumn(STsdbRepo *pRepo, STable *pTable, SDataRow r
 
     memcpy(pDataCol->pData, value, pDataCol->bytes);
     //tsdbInfo("updateTableLatestColumn vgId:%d cache column %d for %d,%s", REPO_ID(pRepo), j, pDataCol->bytes, (char*)pDataCol->pData);
-    pDataCol->ts = dataRowKey(row);
+    pDataCol->ts = memRowKey(row);
   }
 }
 
-static int tsdbUpdateTableLatestInfo(STsdbRepo *pRepo, STable *pTable, SDataRow row) {
+static int tsdbUpdateTableLatestInfo(STsdbRepo *pRepo, STable *pTable, SMemRow row) {
   STsdbCfg *pCfg = &pRepo->config;
 
   // if cacheLastRow config has been reset, free the lastRow
@@ -1042,31 +1058,31 @@ static int tsdbUpdateTableLatestInfo(STsdbRepo *pRepo, STable *pTable, SDataRow
     TSDB_WUNLOCK_TABLE(pTable);
   }
 
-  if (tsdbGetTableLastKeyImpl(pTable) < dataRowKey(row)) {
+  if (tsdbGetTableLastKeyImpl(pTable) < memRowKey(row)) {
     if (CACHE_LAST_ROW(pCfg) || pTable->lastRow != NULL) {
-      SDataRow nrow = pTable->lastRow;
+      SMemRow nrow = pTable->lastRow;
-      if (taosTSizeof(nrow) < dataRowLen(row)) {
+      if (taosTSizeof(nrow) < memRowTLen(row)) {
-        SDataRow orow = nrow;
+        SMemRow orow = nrow;
-        nrow = taosTMalloc(dataRowLen(row));
+        nrow = taosTMalloc(memRowTLen(row));
         if (nrow == NULL) {
           terrno = TSDB_CODE_TDB_OUT_OF_MEMORY;
           return -1;
         }
 
-        dataRowCpy(nrow, row);
+        memRowCpy(nrow, row);
         TSDB_WLOCK_TABLE(pTable);
-        pTable->lastKey = dataRowKey(row);
+        pTable->lastKey = memRowKey(row);
         pTable->lastRow = nrow;
         TSDB_WUNLOCK_TABLE(pTable);
         taosTZfree(orow);
       } else {
         TSDB_WLOCK_TABLE(pTable);
-        pTable->lastKey = dataRowKey(row);
+        pTable->lastKey = memRowKey(row);
-        dataRowCpy(nrow, row);
+        memRowCpy(nrow, row);
         TSDB_WUNLOCK_TABLE(pTable);
       }
     } else {
-      pTable->lastKey = dataRowKey(row);
+      pTable->lastKey = memRowKey(row);
     }
 
     if (CACHE_LAST_NULL_COLUMN(pCfg)) {

src/tsdb/src/tsdbRead.c

@@ -147,7 +147,7 @@ typedef struct STableGroupSupporter {
 static STimeWindow updateLastrowForEachGroup(STableGroupInfo *groupList);
 static int32_t checkForCachedLastRow(STsdbQueryHandle* pQueryHandle, STableGroupInfo *groupList);
 static int32_t checkForCachedLast(STsdbQueryHandle* pQueryHandle);
-static int32_t tsdbGetCachedLastRow(STable* pTable, SDataRow* pRes, TSKEY* lastKey);
+static int32_t tsdbGetCachedLastRow(STable* pTable, SMemRow* pRes, TSKEY* lastKey);
 
 static void    changeQueryHandleForInterpQuery(TsdbQueryHandleT pHandle);
 static void    doMergeTwoLevelData(STsdbQueryHandle* pQueryHandle, STableCheckInfo* pCheckInfo, SBlock* pBlock);
@@ -734,8 +734,8 @@ static bool initTableMemIterator(STsdbQueryHandle* pHandle, STableCheckInfo* pCh
     SSkipListNode* node = tSkipListIterGet(pCheckInfo->iter);
     assert(node != NULL);
 
-    SDataRow row = (SDataRow)SL_GET_NODE_DATA(node);
+    SMemRow row = (SMemRow)SL_GET_NODE_DATA(node);
-    TSKEY key = dataRowKey(row);  // first timestamp in buffer
+    TSKEY   key = memRowKey(row);  // first timestamp in buffer
     tsdbDebug("%p uid:%" PRId64 ", tid:%d check data in mem from skey:%" PRId64 ", order:%d, ts range in buf:%" PRId64
               "-%" PRId64 ", lastKey:%" PRId64 ", numOfRows:%"PRId64", 0x%"PRIx64,
               pHandle, pCheckInfo->tableId.uid, pCheckInfo->tableId.tid, key, order, pMem->keyFirst, pMem->keyLast,
@@ -756,8 +756,8 @@ static bool initTableMemIterator(STsdbQueryHandle* pHandle, STableCheckInfo* pCh
     SSkipListNode* node = tSkipListIterGet(pCheckInfo->iiter);
     assert(node != NULL);
 
-    SDataRow row = (SDataRow)SL_GET_NODE_DATA(node);
+    SMemRow row = (SMemRow)SL_GET_NODE_DATA(node);
-    TSKEY key = dataRowKey(row);  // first timestamp in buffer
+    TSKEY   key = memRowKey(row);  // first timestamp in buffer
     tsdbDebug("%p uid:%" PRId64 ", tid:%d check data in imem from skey:%" PRId64 ", order:%d, ts range in buf:%" PRId64
               "-%" PRId64 ", lastKey:%" PRId64 ", numOfRows:%"PRId64", 0x%"PRIx64,
               pHandle, pCheckInfo->tableId.uid, pCheckInfo->tableId.tid, key, order, pIMem->keyFirst, pIMem->keyLast,
@@ -781,19 +781,19 @@ static void destroyTableMemIterator(STableCheckInfo* pCheckInfo) {
   tSkipListDestroyIter(pCheckInfo->iiter);
 }
 
-static SDataRow getSDataRowInTableMem(STableCheckInfo* pCheckInfo, int32_t order, int32_t update) {
+static SMemRow getSDataRowInTableMem(STableCheckInfo* pCheckInfo, int32_t order, int32_t update) {
-  SDataRow rmem = NULL, rimem = NULL;
+  SMemRow rmem = NULL, rimem = NULL;
   if (pCheckInfo->iter) {
     SSkipListNode* node = tSkipListIterGet(pCheckInfo->iter);
     if (node != NULL) {
-      rmem = (SDataRow)SL_GET_NODE_DATA(node);
+      rmem = (SMemRow)SL_GET_NODE_DATA(node);
     }
   }
 
   if (pCheckInfo->iiter) {
     SSkipListNode* node = tSkipListIterGet(pCheckInfo->iiter);
     if (node != NULL) {
-      rimem = (SDataRow)SL_GET_NODE_DATA(node);
+      rimem = (SMemRow)SL_GET_NODE_DATA(node);
     }
   }
 
@@ -811,8 +811,8 @@ static SDataRow getSDataRowInTableMem(STableCheckInfo* pCheckInfo, int32_t order
     return rimem;
   }
 
-  TSKEY r1 = dataRowKey(rmem);
+  TSKEY r1 = memRowKey(rmem);
-  TSKEY r2 = dataRowKey(rimem);
+  TSKEY r2 = memRowKey(rimem);
 
   if (r1 == r2) { // data ts are duplicated, ignore the data in mem
     if (!update) {
@@ -891,12 +891,12 @@ static bool hasMoreDataInCache(STsdbQueryHandle* pHandle) {
     initTableMemIterator(pHandle, pCheckInfo);
   }
 
-  SDataRow row = getSDataRowInTableMem(pCheckInfo, pHandle->order, pCfg->update);
+  SMemRow row = getSDataRowInTableMem(pCheckInfo, pHandle->order, pCfg->update);
   if (row == NULL) {
     return false;
   }
 
-  pCheckInfo->lastKey = dataRowKey(row);  // first timestamp in buffer
+  pCheckInfo->lastKey = memRowKey(row);  // first timestamp in buffer
   tsdbDebug("%p uid:%" PRId64", tid:%d check data in buffer from skey:%" PRId64 ", order:%d, 0x%"PRIx64, pHandle,
       pCheckInfo->tableId.uid, pCheckInfo->tableId.tid, pCheckInfo->lastKey, pHandle->order, pHandle->qId);
 
@@ -1155,11 +1155,11 @@ static int32_t handleDataMergeIfNeeded(STsdbQueryHandle* pQueryHandle, SBlock* p
   int32_t code = TSDB_CODE_SUCCESS;
 
   /*bool hasData = */ initTableMemIterator(pQueryHandle, pCheckInfo);
-  SDataRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
+  SMemRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
 
   assert(cur->pos >= 0 && cur->pos <= binfo.rows);
 
-  TSKEY key = (row != NULL)? dataRowKey(row):TSKEY_INITIAL_VAL;
+  TSKEY key = (row != NULL) ? memRowKey(row) : TSKEY_INITIAL_VAL;
   if (key != TSKEY_INITIAL_VAL) {
     tsdbDebug("%p key in mem:%"PRId64", 0x%"PRIx64, pQueryHandle, key, pQueryHandle->qId);
   } else {
@@ -1401,7 +1401,7 @@ int32_t doCopyRowsFromFileBlock(STsdbQueryHandle* pQueryHandle, int32_t capacity
 
         // todo refactor, only copy one-by-one
         for (int32_t k = start; k < num + start; ++k) {
-          char* p = tdGetColDataOfRow(src, k);
+          const char* p = tdGetColDataOfRow(src, k);
           memcpy(dst, p, varDataTLen(p));
           dst += bytes;
         }
@@ -1452,20 +1452,24 @@ int32_t doCopyRowsFromFileBlock(STsdbQueryHandle* pQueryHandle, int32_t capacity
   return numOfRows + num;
 }
 
-static void copyOneRowFromMem(STsdbQueryHandle* pQueryHandle, int32_t capacity, int32_t numOfRows, SDataRow row,
+static void copyOneRowFromMem(STsdbQueryHandle* pQueryHandle, int32_t capacity, int32_t numOfRows, SMemRow row,
                               int32_t numOfCols, STable* pTable, STSchema* pSchema) {
   char* pData = NULL;
 
-  // the schema version info is embeded in SDataRow
+  // the schema version info is embedded in SDataRow, and use latest schema version for SKVRow
   int32_t numOfRowCols = 0;
   if (pSchema == NULL) {
-    pSchema = tsdbGetTableSchemaByVersion(pTable, dataRowVersion(row));
+    pSchema = tsdbGetTableSchemaByVersion(pTable, memRowVersion(row));
     numOfRowCols = schemaNCols(pSchema);
   } else {
     numOfRowCols = schemaNCols(pSchema);
   }
 
-  int32_t i = 0, j = 0;
+  int32_t i = 0;
+
+  if (isDataRow(row)) {
+    SDataRow dataRow = memRowDataBody(row);
+    int32_t j = 0;
     while (i < numOfCols && j < numOfRowCols) {
       SColumnInfoData* pColInfo = taosArrayGet(pQueryHandle->pColumns, i);
       if (pSchema->columns[j].colId < pColInfo->info.colId) {
@@ -1480,7 +1484,8 @@ static void copyOneRowFromMem(STsdbQueryHandle* pQueryHandle, int32_t capacity,
       }
 
       if (pSchema->columns[j].colId == pColInfo->info.colId) {
-      void* value = tdGetRowDataOfCol(row, (int8_t)pColInfo->info.type, TD_DATA_ROW_HEAD_SIZE + pSchema->columns[j].offset);
+        void* value =
+            tdGetRowDataOfCol(dataRow, (int8_t)pColInfo->info.type, TD_DATA_ROW_HEAD_SIZE + pSchema->columns[j].offset);
         switch (pColInfo->info.type) {
           case TSDB_DATA_TYPE_BINARY:
           case TSDB_DATA_TYPE_NCHAR:
@@ -1532,6 +1537,83 @@ static void copyOneRowFromMem(STsdbQueryHandle* pQueryHandle, int32_t capacity,
         i++;
       }
     }
+  } else if (isKvRow(row)) {
+    SKVRow  kvRow = memRowKvBody(row);
+    int32_t k = 0;
+    int32_t nKvRowCols = kvRowNCols(kvRow);
+
+    while (i < numOfCols && k < nKvRowCols) {
+      SColumnInfoData* pColInfo = taosArrayGet(pQueryHandle->pColumns, i);
+      SColIdx*         pColIdx = kvRowColIdxAt(kvRow, k);
+
+      if (pColIdx->colId < pColInfo->info.colId) {
+        ++k;
+        continue;
+      }
+
+      if (ASCENDING_TRAVERSE(pQueryHandle->order)) {
+        pData = (char*)pColInfo->pData + numOfRows * pColInfo->info.bytes;
+      } else {
+        pData = (char*)pColInfo->pData + (capacity - numOfRows - 1) * pColInfo->info.bytes;
+      }
+
+      if (pColIdx->colId == pColInfo->info.colId) {
+        // offset of pColIdx for SKVRow including the TD_KV_ROW_HEAD_SIZE
+        void* value = tdGetKvRowDataOfCol(kvRow, pColIdx->offset);
+        switch (pColInfo->info.type) {
+          case TSDB_DATA_TYPE_BINARY:
+          case TSDB_DATA_TYPE_NCHAR:
+            memcpy(pData, value, varDataTLen(value));
+            break;
+          case TSDB_DATA_TYPE_NULL:
+          case TSDB_DATA_TYPE_BOOL:
+          case TSDB_DATA_TYPE_TINYINT:
+          case TSDB_DATA_TYPE_UTINYINT:
+            *(uint8_t*)pData = *(uint8_t*)value;
+            break;
+          case TSDB_DATA_TYPE_SMALLINT:
+          case TSDB_DATA_TYPE_USMALLINT:
+            *(uint16_t*)pData = *(uint16_t*)value;
+            break;
+          case TSDB_DATA_TYPE_INT:
+          case TSDB_DATA_TYPE_UINT:
+            *(uint32_t*)pData = *(uint32_t*)value;
+            break;
+          case TSDB_DATA_TYPE_BIGINT:
+          case TSDB_DATA_TYPE_UBIGINT:
+            *(uint64_t*)pData = *(uint64_t*)value;
+            break;
+          case TSDB_DATA_TYPE_FLOAT:
+            SET_FLOAT_PTR(pData, value);
+            break;
+          case TSDB_DATA_TYPE_DOUBLE:
+            SET_DOUBLE_PTR(pData, value);
+            break;
+          case TSDB_DATA_TYPE_TIMESTAMP:
+            if (pColInfo->info.colId == PRIMARYKEY_TIMESTAMP_COL_INDEX) {
+              *(TSKEY*)pData = tdGetKey(*(TKEY*)value);
+            } else {
+              *(TSKEY*)pData = *(TSKEY*)value;
+            }
+            break;
+          default:
+            memcpy(pData, value, pColInfo->info.bytes);
+        }
+        ++k;
+        ++i;
+        continue;
+      }
+      // If (pColInfo->info.colId < pColIdx->colId), it is NULL data
+      if (pColInfo->info.type == TSDB_DATA_TYPE_BINARY || pColInfo->info.type == TSDB_DATA_TYPE_NCHAR) {
+        setVardataNull(pData, pColInfo->info.type);
+      } else {
+        setNull(pData, pColInfo->info.type, pColInfo->info.bytes);
+      }
+      ++i;
+    }
+  } else {
+    ASSERT(0);
+  }
 
   while (i < numOfCols) {  // the remain columns are all null data
     SColumnInfoData* pColInfo = taosArrayGet(pQueryHandle->pColumns, i);
@@ -1550,7 +1632,6 @@ static void copyOneRowFromMem(STsdbQueryHandle* pQueryHandle, int32_t capacity,
     i++;
   }
 }
-
 static void moveDataToFront(STsdbQueryHandle* pQueryHandle, int32_t numOfRows, int32_t numOfCols) {
   if (numOfRows == 0 || ASCENDING_TRAVERSE(pQueryHandle->order)) {
     return;
@@ -1730,12 +1811,12 @@ static void doMergeTwoLevelData(STsdbQueryHandle* pQueryHandle, STableCheckInfo*
   } else if (pCheckInfo->iter != NULL || pCheckInfo->iiter != NULL) {
     SSkipListNode* node = NULL;
     do {
-      SDataRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
+      SMemRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
       if (row == NULL) {
         break;
       }
 
-      TSKEY key = dataRowKey(row);
+      TSKEY key = memRowKey(row);
       if ((key > pQueryHandle->window.ekey && ASCENDING_TRAVERSE(pQueryHandle->order)) ||
           (key < pQueryHandle->window.ekey && !ASCENDING_TRAVERSE(pQueryHandle->order))) {
         break;
@@ -1748,9 +1829,9 @@ static void doMergeTwoLevelData(STsdbQueryHandle* pQueryHandle, STableCheckInfo*
 
       if ((key < tsArray[pos] && ASCENDING_TRAVERSE(pQueryHandle->order)) ||
           (key > tsArray[pos] && !ASCENDING_TRAVERSE(pQueryHandle->order))) {
-        if (rv != dataRowVersion(row)) {
+        if (rv != memRowVersion(row)) {
-          pSchema = tsdbGetTableSchemaByVersion(pTable, dataRowVersion(row));
+          pSchema = tsdbGetTableSchemaByVersion(pTable, memRowVersion(row));
-          rv = dataRowVersion(row);
+          rv = memRowVersion(row);
         }
 
         copyOneRowFromMem(pQueryHandle, pQueryHandle->outputCapacity, numOfRows, row, numOfCols, pTable, pSchema);
@@ -1766,9 +1847,9 @@ static void doMergeTwoLevelData(STsdbQueryHandle* pQueryHandle, STableCheckInfo*
         moveToNextRowInMem(pCheckInfo);
       } else if (key == tsArray[pos]) {  // data in buffer has the same timestamp of data in file block, ignore it
         if (pCfg->update) {
-          if (rv != dataRowVersion(row)) {
+          if (rv != memRowVersion(row)) {
-            pSchema = tsdbGetTableSchemaByVersion(pTable, dataRowVersion(row));
+            pSchema = tsdbGetTableSchemaByVersion(pTable, memRowVersion(row));
-            rv = dataRowVersion(row);
+            rv = memRowVersion(row);
           }
 
           copyOneRowFromMem(pQueryHandle, pQueryHandle->outputCapacity, numOfRows, row, numOfCols, pTable, pSchema);
@@ -1820,8 +1901,10 @@ static void doMergeTwoLevelData(STsdbQueryHandle* pQueryHandle, STableCheckInfo*
        * copy them all to result buffer, since it may be overlapped with file data block.
        */
       if (node == NULL ||
-          ((dataRowKey((SDataRow)SL_GET_NODE_DATA(node)) > pQueryHandle->window.ekey) && ASCENDING_TRAVERSE(pQueryHandle->order)) ||
+          ((memRowKey((SMemRow)SL_GET_NODE_DATA(node)) > pQueryHandle->window.ekey) &&
-          ((dataRowKey((SDataRow)SL_GET_NODE_DATA(node)) < pQueryHandle->window.ekey) && !ASCENDING_TRAVERSE(pQueryHandle->order))) {
+           ASCENDING_TRAVERSE(pQueryHandle->order)) ||
+          ((memRowKey((SMemRow)SL_GET_NODE_DATA(node)) < pQueryHandle->window.ekey) &&
+           !ASCENDING_TRAVERSE(pQueryHandle->order))) {
         // no data in cache or data in cache is greater than the ekey of time window, load data from file block
         if (cur->win.skey == TSKEY_INITIAL_VAL) {
           cur->win.skey = tsArray[pos];
@@ -2407,12 +2490,12 @@ static int tsdbReadRowsFromCache(STableCheckInfo* pCheckInfo, TSKEY maxKey, int
   STSchema* pSchema = NULL;
 
   do {
-    SDataRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
+    SMemRow row = getSDataRowInTableMem(pCheckInfo, pQueryHandle->order, pCfg->update);
     if (row == NULL) {
       break;
     }
 
-    TSKEY key = dataRowKey(row);
+    TSKEY key = memRowKey(row);
     if ((key > maxKey && ASCENDING_TRAVERSE(pQueryHandle->order)) || (key < maxKey && !ASCENDING_TRAVERSE(pQueryHandle->order))) {
       tsdbDebug("%p key:%"PRIu64" beyond qrange:%"PRId64" - %"PRId64", no more data in buffer", pQueryHandle, key, pQueryHandle->window.skey,
                 pQueryHandle->window.ekey);
@@ -2425,9 +2508,9 @@ static int tsdbReadRowsFromCache(STableCheckInfo* pCheckInfo, TSKEY maxKey, int
     }
 
     win->ekey = key;
-    if (rv != dataRowVersion(row)) {
+    if (rv != memRowVersion(row)) {
-      pSchema = tsdbGetTableSchemaByVersion(pTable, dataRowVersion(row));
+      pSchema = tsdbGetTableSchemaByVersion(pTable, memRowVersion(row));
-      rv = dataRowVersion(row);
+      rv = memRowVersion(row);
     }
     copyOneRowFromMem(pQueryHandle, maxRowsToRead, numOfRows, row, numOfCols, pTable, pSchema);
 
@@ -2544,7 +2627,7 @@ static bool loadCachedLastRow(STsdbQueryHandle* pQueryHandle) {
 
   SQueryFilePos* cur = &pQueryHandle->cur;
 
-  SDataRow pRow = NULL;
+  SMemRow  pRow = NULL;
   TSKEY    key  = TSKEY_INITIAL_VAL;
   int32_t  step = ASCENDING_TRAVERSE(pQueryHandle->order)? 1:-1;
 
@@ -2954,7 +3037,7 @@ bool tsdbGetExternalRow(TsdbQueryHandleT pHandle) {
  * if lastRow == NULL, return TSDB_CODE_TDB_NO_CACHE_LAST_ROW
  * else set pRes and return TSDB_CODE_SUCCESS and save lastKey
  */
-int32_t tsdbGetCachedLastRow(STable* pTable, SDataRow* pRes, TSKEY* lastKey) {
+int32_t tsdbGetCachedLastRow(STable* pTable, SMemRow* pRes, TSKEY* lastKey) {
   int32_t code = TSDB_CODE_SUCCESS;
 
   TSDB_RLOCK_TABLE(pTable);
@@ -2965,7 +3048,7 @@ int32_t tsdbGetCachedLastRow(STable* pTable, SDataRow* pRes, TSKEY* lastKey) {
   }
 
   if (pRes) {
-    *pRes = tdDataRowDup(pTable->lastRow);
+    *pRes = tdMemRowDup(pTable->lastRow);
     if (*pRes == NULL) {
       code = TSDB_CODE_TDB_OUT_OF_MEMORY;
     }
@@ -3698,6 +3781,10 @@ static void* doFreeColumnInfoData(SArray* pColumnInfoData) {
 }
 
 static void* destroyTableCheckInfo(SArray* pTableCheckInfo) {
+  if (pTableCheckInfo == NULL) {
+    return NULL;
+  }
+  
   size_t size = taosArrayGetSize(pTableCheckInfo);
   for (int32_t i = 0; i < size; ++i) {
     STableCheckInfo* p = taosArrayGet(pTableCheckInfo, i);

src/tsdb/tests/tsdbTests.cpp

@@ -55,10 +55,10 @@ static int insertData(SInsertInfo *pInfo) {
       for (int j = 0; j < schemaNCols(pInfo->pSchema); j++) {
         STColumn *pTCol = schemaColAt(pInfo->pSchema, j);
         if (j == 0) {  // Just for timestamp
-          tdAppendColVal(row, (void *)(&start_time), pTCol->type, pTCol->bytes, pTCol->offset);
+          tdAppendColVal(row, (void *)(&start_time), pTCol->type, pTCol->offset);
         } else {  // For int
           int val = 10;
-          tdAppendColVal(row, (void *)(&val), pTCol->type, pTCol->bytes, pTCol->offset);
+          tdAppendColVal(row, (void *)(&val), pTCol->type, pTCol->offset);
         }
       }
       pBlock->dataLen += dataRowLen(row);

src/util/src/terror.c

@@ -109,11 +109,12 @@ TAOS_DEFINE_ERROR(TSDB_CODE_TSC_SQL_SYNTAX_ERROR,         "Syntax error in SQL")
 TAOS_DEFINE_ERROR(TSDB_CODE_TSC_DB_NOT_SELECTED,          "Database not specified or available")
 TAOS_DEFINE_ERROR(TSDB_CODE_TSC_INVALID_TABLE_NAME,       "Table does not exist")
 TAOS_DEFINE_ERROR(TSDB_CODE_TSC_EXCEED_SQL_LIMIT,         "SQL statement too long, check maxSQLLength config")
+TAOS_DEFINE_ERROR(TSDB_CODE_TSC_FILE_EMPTY,               "File is empty")
 
 // mnode
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_MSG_NOT_PROCESSED,        "Message not processed")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_ACTION_IN_PROGRESS,       "Message is progressing")
-TAOS_DEFINE_ERROR(TSDB_CODE_MND_ACTION_NEED_REPROCESSED,  "Messag need to be reprocessed")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_ACTION_NEED_REPROCESSED,  "Message need to be reprocessed")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_NO_RIGHTS,                "Insufficient privilege for operation")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_APP_ERROR,                "Unexpected generic error in mnode")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_CONNECTION,       "Invalid message connection")
@@ -183,6 +184,13 @@ TAOS_DEFINE_ERROR(TSDB_CODE_MND_FIELD_NOT_EXIST,          "Field does not exist"
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_STABLE_NAME,      "Super table does not exist")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_CREATE_TABLE_MSG, "Invalid create table message")
 
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_FUNC_NAME,        "Invalid func name")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_FUNC_LEN,         "Invalid func length")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_FUNC_CODE,        "Invalid func code")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_FUNC_ALREADY_EXIST,       "Func already exists")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_FUNC,             "Invalid func")
+TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_FUNC_BUFSIZE,     "Invalid func bufSize")
+
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_DB_NOT_SELECTED,          "Database not specified or available")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_DB_ALREADY_EXIST,         "Database already exists")
 TAOS_DEFINE_ERROR(TSDB_CODE_MND_INVALID_DB_OPTION,        "Invalid database options")
@@ -269,6 +277,7 @@ TAOS_DEFINE_ERROR(TSDB_CODE_QRY_IN_EXEC,                  "Multiple retrieval of
 TAOS_DEFINE_ERROR(TSDB_CODE_QRY_TOO_MANY_TIMEWINDOW,      "Too many time window in query")
 TAOS_DEFINE_ERROR(TSDB_CODE_QRY_NOT_ENOUGH_BUFFER,        "Query buffer limit has reached")
 TAOS_DEFINE_ERROR(TSDB_CODE_QRY_INCONSISTAN,              "File inconsistance in replica")
+TAOS_DEFINE_ERROR(TSDB_CODE_QRY_SYS_ERROR,                "System error")
 
 
 // grant

src/util/src/tskiplist.c

@@ -546,7 +546,6 @@ static FORCE_INLINE int32_t getSkipListNodeRandomHeight(SSkipList *pSkipList) {
   const uint32_t factor = 4;
 
   int32_t n = 1;
-
 #if defined(_TD_WINDOWS_64) || defined(_TD_WINDOWS_32)
   while ((rand() % factor) == 0 && n <= pSkipList->maxLevel) {
 #else

src/util/src/ttokenizer.c

@@ -220,7 +220,12 @@ static SKeyword keywordTable[] = {
     {"TOPIC",        TK_TOPIC},
     {"TOPICS",       TK_TOPICS},
     {"COMPACT",      TK_COMPACT},
-    {"MODIFY",       TK_MODIFY}
+    {"MODIFY",       TK_MODIFY},
+    {"FUNCTION",     TK_FUNCTION},
+    {"FUNCTIONS",    TK_FUNCTIONS},
+    {"OUTPUTTYPE",   TK_OUTPUTTYPE},
+    {"AGGREGATE",    TK_AGGREGATE},
+    {"BUFSIZE",      TK_BUFSIZE},
 };
 
 static const char isIdChar[] = {

src/vnode/src/vnodeRead.c

@@ -231,7 +231,7 @@ static int32_t vnodeProcessQueryMsg(SVnodeObj *pVnode, SVReadMsg *pRead) {
   if (contLen != 0) {
     qinfo_t pQInfo = NULL;
     uint64_t qId = genQueryId();
-    code = qCreateQueryInfo(pVnode->tsdb, pVnode->vgId, pQueryTableMsg, &pQInfo, &qId);
+    code = qCreateQueryInfo(pVnode->tsdb, pVnode->vgId, pQueryTableMsg, &pQInfo, qId);
 
     SQueryTableRsp *pRsp = (SQueryTableRsp *)rpcMallocCont(sizeof(SQueryTableRsp));
     pRsp->code = code;

src/vnode/src/vnodeWrite.c

@@ -90,7 +90,7 @@ int32_t vnodeProcessWrite(void *vparam, void *wparam, int32_t qtype, void *rpara
 
   // forward to peers, even it is WAL/FWD, it shall be called to update version in sync
   int32_t syncCode = 0;
-  bool    force = (pWrite == NULL ? false : pWrite->pHead.msgType != TSDB_MSG_TYPE_SUBMIT);
+  bool    force = (pWrite == NULL ? false : pWrite->walHead.msgType != TSDB_MSG_TYPE_SUBMIT);
   syncCode = syncForwardToPeer(pVnode->sync, pHead, pWrite, qtype, force);
   if (syncCode < 0) {
     pHead->version = 0;
@@ -237,7 +237,7 @@ static SVWriteMsg *vnodeBuildVWriteMsg(SVnodeObj *pVnode, SWalHead *pHead, int32
     return NULL;
   }
 
-  int32_t size = sizeof(SVWriteMsg) + sizeof(SWalHead) + pHead->len;
+  int32_t size = sizeof(SVWriteMsg) + pHead->len;
   SVWriteMsg *pWrite = taosAllocateQitem(size);
   if (pWrite == NULL) {
     terrno = TSDB_CODE_VND_OUT_OF_MEMORY;
@@ -248,7 +248,7 @@ static SVWriteMsg *vnodeBuildVWriteMsg(SVnodeObj *pVnode, SWalHead *pHead, int32
     pWrite->rpcMsg = *pRpcMsg;
   }
 
-  memcpy(&pWrite->pHead, pHead, sizeof(SWalHead) + pHead->len);
+  memcpy(&pWrite->walHead, pHead, sizeof(SWalHead) + pHead->len);
   pWrite->pVnode = pVnode;
   pWrite->qtype = qtype;
 
@@ -286,7 +286,7 @@ static int32_t vnodeWriteToWQueueImp(SVWriteMsg *pWrite) {
   }
 
   int32_t queued = atomic_add_fetch_32(&pVnode->queuedWMsg, 1);
-  int64_t queuedSize = atomic_add_fetch_64(&pVnode->queuedWMsgSize, pWrite->pHead.len);
+  int64_t queuedSize = atomic_add_fetch_64(&pVnode->queuedWMsgSize, pWrite->walHead.len);
 
   if (queued > MAX_QUEUED_MSG_NUM || queuedSize > MAX_QUEUED_MSG_SIZE) {
     int32_t ms = (queued / MAX_QUEUED_MSG_NUM) * 10 + 3;
@@ -330,7 +330,7 @@ void vnodeFreeFromWQueue(void *vparam, SVWriteMsg *pWrite) {
   SVnodeObj *pVnode = vparam;
   if (pVnode) {
     int32_t queued = atomic_sub_fetch_32(&pVnode->queuedWMsg, 1);
-    int64_t queuedSize = atomic_sub_fetch_64(&pVnode->queuedWMsgSize, pWrite->pHead.len);
+    int64_t queuedSize = atomic_sub_fetch_64(&pVnode->queuedWMsgSize, pWrite->walHead.len);
 
     vTrace("vgId:%d, msg:%p, app:%p, free from vwqueue, queued:%d size:%" PRId64, pVnode->vgId, pWrite,
            pWrite->rpcMsg.ahandle, queued, queuedSize);

src/wal/src/walMgmt.c

@@ -36,9 +36,16 @@ static int32_t  walInitObj(SWal *pWal);
 static void     walFreeObj(void *pWal);
 
 int32_t walInit() {
+  int32_t code = 0;
   tsWal.refId = taosOpenRef(TSDB_MIN_VNODES, walFreeObj);
 
-  int32_t code = walCreateThread();
+  code = pthread_mutex_init(&tsWal.mutex, NULL);
+  if (code) {
+    wError("failed to init wal mutex since %s", tstrerror(code));
+    return code;
+  }
+
+  code = walCreateThread();
   if (code != TSDB_CODE_SUCCESS) {
     wError("failed to init wal module since %s", tstrerror(code));
     return code;
@@ -51,6 +58,7 @@ int32_t walInit() {
 void walCleanUp() {
   walStopThread();
   taosCloseRef(tsWal.refId);
+  pthread_mutex_destroy(&tsWal.mutex);
   wInfo("wal module is cleaned up");
 }
 
@@ -183,10 +191,15 @@ static void walFsyncAll() {
 }
 
 static void *walThreadFunc(void *param) {
+  int stop = 0;
   while (1) {
     walUpdateSeq();
     walFsyncAll();
-    if (tsWal.stop) break;
+
+    pthread_mutex_lock(&tsWal.mutex);
+    stop = tsWal.stop;
+    pthread_mutex_unlock(&tsWal.mutex);
+    if (stop) break;
   }
 
   return NULL;
@@ -209,7 +222,10 @@ static int32_t walCreateThread() {
 }
 
 static void walStopThread() {
+  pthread_mutex_lock(&tsWal.mutex);
   tsWal.stop = 1;
+  pthread_mutex_unlock(&tsWal.mutex);
+
   if (taosCheckPthreadValid(tsWal.thread)) {
     pthread_join(tsWal.thread, NULL);
   }

tests/examples/c/CMakeLists.txt

@@ -8,13 +8,13 @@ IF (TD_LINUX)
   ADD_EXECUTABLE(subscribe subscribe.c)
   TARGET_LINK_LIBRARIES(subscribe taos_static trpc tutil pthread )
   ADD_EXECUTABLE(epoll epoll.c)
-  TARGET_LINK_LIBRARIES(epoll taos_static trpc tutil pthread )
+  TARGET_LINK_LIBRARIES(epoll taos_static trpc tutil pthread lua)
 ENDIF ()
 IF (TD_DARWIN)
   INCLUDE_DIRECTORIES(. ${TD_COMMUNITY_DIR}/src/inc ${TD_COMMUNITY_DIR}/src/client/inc  ${TD_COMMUNITY_DIR}/inc)
   AUX_SOURCE_DIRECTORY(. SRC)
   ADD_EXECUTABLE(demo demo.c)
-  TARGET_LINK_LIBRARIES(demo taos_static trpc tutil pthread )
+  TARGET_LINK_LIBRARIES(demo taos_static trpc tutil pthread lua)
   ADD_EXECUTABLE(epoll epoll.c)
-  TARGET_LINK_LIBRARIES(epoll taos_static trpc tutil pthread )
+  TARGET_LINK_LIBRARIES(epoll taos_static trpc tutil pthread lua)
 ENDIF ()

tests/pytest/fulltest.sh

@@ -352,7 +352,7 @@ python3 ./test.py -f alter/alter_debugFlag.py
 python3 ./test.py -f query/queryBetweenAnd.py
 python3 ./test.py -f tag_lite/alter_tag.py
 
-python3 test.py -f tools/taosdemoAllTest/taosdemoTestInsertWithJson.py 
+# python3 test.py -f tools/taosdemoAllTest/taosdemoTestInsertWithJson.py 
 python3 test.py -f tools/taosdemoAllTest/taosdemoTestQueryWithJson.py
 python3 test.py -f tools/taosdemoAllTest/TD-4985/query-limit-offset.py
 python3 ./test.py -f tag_lite/drop_auto_create.py

tests/pytest/query/nestquery_last_row.py

@@ -160,22 +160,23 @@ class TDTestCase:
         tdSql.checkData(0,9,9.000000000)
         tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
 
+        # incorrect result, not support nest > 2
         sql = '''select last_row(*) from 
                 ((select * from table_0) union all
                  (select * from table_1) union all
                  (select * from table_2));'''
-        tdSql.query(sql)
+        tdSql.error(sql)
-        tdSql.checkRows(1)
+        #tdSql.checkRows(1)
-        tdSql.checkData(0,1,self.num-1)
+        #tdSql.checkData(0,1,self.num-1)
-        tdSql.checkData(0,2,self.num-1)
+        #tdSql.checkData(0,2,self.num-1)
-        tdSql.checkData(0,3,self.num-1)
+        #tdSql.checkData(0,3,self.num-1)
-        tdSql.checkData(0,4,self.num-1)
+        #tdSql.checkData(0,4,self.num-1)
-        tdSql.checkData(0,5,'False')
+        #tdSql.checkData(0,5,'False')
-        tdSql.checkData(0,6,'binary.9')
+        #tdSql.checkData(0,6,'binary.9')
-        tdSql.checkData(0,7,'nchar.9')
+        #tdSql.checkData(0,7,'nchar.9')
-        tdSql.checkData(0,8,9.00000)
+        #tdSql.checkData(0,8,9.00000)
-        tdSql.checkData(0,9,9.000000000)
+        #tdSql.checkData(0,9,9.000000000)
-        tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
+        #tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
 
         # bug 5055
         # sql = '''select last_row(*) from 
@@ -189,18 +190,18 @@ class TDTestCase:
                 ((select last_row(*) from table_0) union all
                  (select last_row(*) from table_1) union all
                  (select last_row(*) from table_2));'''
-        tdSql.query(sql)
+        tdSql.error(sql)
-        tdSql.checkRows(1)
+        #tdSql.checkRows(1)
-        tdSql.checkData(0,1,self.num-1)
+        #tdSql.checkData(0,1,self.num-1)
-        tdSql.checkData(0,2,self.num-1)
+        #tdSql.checkData(0,2,self.num-1)
-        tdSql.checkData(0,3,self.num-1)
+        #tdSql.checkData(0,3,self.num-1)
-        tdSql.checkData(0,4,self.num-1)
+        #tdSql.checkData(0,4,self.num-1)
-        tdSql.checkData(0,5,'False')
+        #tdSql.checkData(0,5,'False')
-        tdSql.checkData(0,6,'binary.9')
+        #tdSql.checkData(0,6,'binary.9')
-        tdSql.checkData(0,7,'nchar.9')
+        #tdSql.checkData(0,7,'nchar.9')
-        tdSql.checkData(0,8,9.00000)
+        #tdSql.checkData(0,8,9.00000)
-        tdSql.checkData(0,9,9.000000000)
+        #tdSql.checkData(0,9,9.000000000)
-        tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
+        #tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
 
         # bug 5055
         # sql = '''select last_row(*) from 
@@ -214,18 +215,18 @@ class TDTestCase:
                 ((select * from table_0 limit 5 offset 5) union all
                  (select * from table_1 limit 5 offset 5) union all
                  (select * from regular_table_1 limit 5 offset 5));'''
-        tdSql.query(sql)
+        tdSql.error(sql)
-        tdSql.checkRows(1)
+        #tdSql.checkRows(1)
-        tdSql.checkData(0,1,self.num-1)
+        #tdSql.checkData(0,1,self.num-1)
-        tdSql.checkData(0,2,self.num-1)
+        #tdSql.checkData(0,2,self.num-1)
-        tdSql.checkData(0,3,self.num-1)
+        #tdSql.checkData(0,3,self.num-1)
-        tdSql.checkData(0,4,self.num-1)
+        #tdSql.checkData(0,4,self.num-1)
-        tdSql.checkData(0,5,'False')
+        #tdSql.checkData(0,5,'False')
-        tdSql.checkData(0,6,'binary.9')
+        #tdSql.checkData(0,6,'binary.9')
-        tdSql.checkData(0,7,'nchar.9')
+        #tdSql.checkData(0,7,'nchar.9')
-        tdSql.checkData(0,8,9.00000)
+        #tdSql.checkData(0,8,9.00000)
-        tdSql.checkData(0,9,9.000000000)
+        #tdSql.checkData(0,9,9.000000000)
-        tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
+        #tdSql.checkData(0,10,'2020-09-13 20:26:40.009')
 
 
         sql = '''select last_row(*)  from 

tests/pytest/query/queryPerformance.py

@@ -77,6 +77,7 @@ class taosdemoQueryPerformace:
         sql = "select last(*) from meters"
         tableid = 9
         cursor.execute("create table if not exists %s%d using %s tags(%d, '%s')" % (self.tbPerfix, tableid, self.stbName, tableid, sql))
+
         cursor.close()
 
     def query(self): 

tests/pytest/table/max_table_length.py

@@ -42,7 +42,7 @@ class TDTestCase:
         
         print("==============step3")
         tdLog.info("check int & binary")
-        tdSql.error("create table anal2 (ts timestamp ,i binary(16371),j int)")
+        # tdSql.error("create table anal2 (ts timestamp ,i binary(16371),j int)")
         tdSql.execute("create table anal2 (ts timestamp ,i binary(16370),j int)")
         tdSql.execute("create table anal3 (ts timestamp ,i binary(16366), j int, k int)")
         

tests/pytest/tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.csv

@@ -0,0 +1,10 @@
+0,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+1,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+2,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+3,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+4,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+5,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+6,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+7,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+8,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,
+9,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,,

tests/pytest/tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.json

@@ -0,0 +1,112 @@
+{
+    "filetype": "insert",
+    "cfgdir": "/etc/taos",
+    "host": "127.0.0.1",
+    "port": 6030,
+    "user": "root",
+    "password": "taosdata",
+    "thread_count": 10,
+    "thread_count_create_tbl": 10,
+    "result_file": "./insert_res.txt",
+    "confirm_parameter_prompt": "no",
+    "insert_interval": 0,
+    "interlace_rows": 10,
+    "num_of_records_per_req": 1,
+    "max_sql_len": 102400000,
+    "databases": [{
+        "dbinfo": {
+            "name": "db",
+            "drop": "yes",
+            "replica": 1,
+            "days": 10,
+            "cache": 50,
+            "blocks": 8,
+            "precision": "ms",
+            "keep": 365,
+            "minRows": 100,
+            "maxRows": 4096,
+            "comp":2,
+            "walLevel":1,
+            "cachelast":0,
+            "quorum":1,
+            "fsync":3000,
+            "update": 0
+        },
+        "super_tables": [{
+            "name": "stb_old",
+            "child_table_exists":"no",
+            "childtable_count": 10,
+            "childtable_prefix": "stb_old_",
+            "auto_create_table": "no",
+            "batch_create_tbl_num": 5,
+            "data_source": "sample",
+            "insert_mode": "taosc",
+            "insert_rows": 100,
+            "childtable_limit": 0,
+            "childtable_offset":0,
+            "multi_thread_write_one_tbl": "no",
+            "interlace_rows": 0,
+            "insert_interval":0,
+            "max_sql_len": 1024000,
+            "disorder_ratio": 0,
+            "disorder_range": 1000,
+            "timestamp_step": 1,
+            "start_timestamp": "2020-10-01 00:00:00.000",
+            "sample_format": "csv",
+            "sample_file": "./tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.csv",
+            "tags_file": "",
+            "columns": [{"type": "INT","count":4000}, {"type": "BINARY", "len": 16, "count":1}],
+            "tags": [{"type": "TINYINT", "count":2}, {"type": "BINARY", "len": 16, "count":1}]
+        },{
+            "name": "stb_new",
+            "child_table_exists":"no",
+            "childtable_count": 10,
+            "childtable_prefix": "stb_new_",
+            "auto_create_table": "no",
+            "batch_create_tbl_num": 5,
+            "data_source": "rand",
+            "insert_mode": "taosc",
+            "insert_rows": 100,
+            "childtable_limit": 0,
+            "childtable_offset":0,
+            "multi_thread_write_one_tbl": "no",
+            "interlace_rows": 0,
+            "insert_interval":0,
+            "max_sql_len": 1024000,
+            "disorder_ratio": 0,
+            "disorder_range": 1000,
+            "timestamp_step": 1,
+            "start_timestamp": "2020-10-01 00:00:00.000",
+            "sample_format": "csv",
+            "sample_file": "./tools/taosdemoAllTest/sample.csv",
+            "tags_file": "",
+            "columns": [{"type": "DOUBLE","count":1020}],
+            "tags": [{"type": "TINYINT", "count":2}, {"type": "BINARY", "len": 16, "count":1}]
+        },{
+            "name": "stb_int",
+            "child_table_exists":"no",
+            "childtable_count": 10,
+            "childtable_prefix": "stb_int_",
+            "auto_create_table": "no",
+            "batch_create_tbl_num": 5,
+            "data_source": "rand",
+            "insert_mode": "taosc",
+            "insert_rows": 100,
+            "childtable_limit": 0,
+            "childtable_offset":0,
+            "multi_thread_write_one_tbl": "no",
+            "interlace_rows": 0,
+            "insert_interval":0,
+            "max_sql_len": 1024000,
+            "disorder_ratio": 0,
+            "disorder_range": 1000,
+            "timestamp_step": 1,
+            "start_timestamp": "2020-10-01 00:00:00.000",
+            "sample_format": "csv",
+            "sample_file": "./tools/taosdemoAllTest/sample.csv",
+            "tags_file": "",
+            "columns": [{"type": "int","count":1020}],
+            "tags": [{"type": "TINYINT", "count":2}, {"type": "BINARY", "len": 16, "count":1}]
+        }]
+    }]
+}

tests/pytest/tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.py

@@ -0,0 +1,137 @@
+###################################################################
+#           Copyright (c) 2016 by TAOS Technologies, Inc.
+#                     All rights reserved.
+#
+#  This file is proprietary and confidential to TAOS Technologies.
+#  No part of this file may be reproduced, stored, transmitted,
+#  disclosed or used in any form or by any means other than as
+#  expressly provided by the written permission from Jianhui Tao
+#
+###################################################################
+
+# -*- coding: utf-8 -*-
+
+import sys
+import os
+from util.log import *
+from util.cases import *
+from util.sql import *
+from util.dnodes import *
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor(), logSql)
+        
+    def getBuildPath(self):
+        selfPath = os.path.dirname(os.path.realpath(__file__))
+
+        if ("community" in selfPath):
+            projPath = selfPath[:selfPath.find("community")]
+        else:
+            projPath = selfPath[:selfPath.find("tests")]
+
+        for root, dirs, files in os.walk(projPath):
+            if ("taosd" in files):
+                rootRealPath = os.path.dirname(os.path.realpath(root))
+                if ("packaging" not in rootRealPath):
+                    buildPath = root[:len(root)-len("/build/bin")]
+                    break
+        return buildPath
+        
+    def run(self):
+        buildPath = self.getBuildPath()
+        if (buildPath == ""):
+            tdLog.exit("taosd not found!")
+        else:
+            tdLog.info("taosd found in %s" % buildPath)
+        binPath = buildPath+ "/build/bin/"
+
+        # insert: create one  or mutiple tables per sql and insert multiple rows per sql 
+        # test case for https://jira.taosdata.com:18080/browse/TD-5213
+        os.system("%staosdemo -f tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.json -y " % binPath)
+        tdSql.execute("use db")
+        tdSql.query("select count (tbname) from stb_old")
+        tdSql.checkData(0, 0, 10)
+
+        # tdSql.query("select * from stb_old")
+        # tdSql.checkRows(10)
+        # tdSql.checkCols(1024)
+            
+        # tdSql.query("select count (tbname) from stb_new")
+        # tdSql.checkData(0, 0, 10)
+
+        # tdSql.query("select * from stb_new")
+        # tdSql.checkRows(10)
+        # tdSql.checkCols(4096)
+        
+        # tdLog.info("stop dnode to commit data to disk")
+        # tdDnodes.stop(1)
+        # tdDnodes.start(1)     
+
+        #regular table
+        sql = "create table tb(ts timestamp, "
+        for i in range(1022):
+            sql += "col%d binary(14), " % (i + 1)
+        sql += "col1023 binary(22))"        
+        tdSql.execute(sql)
+
+        for i in range(4):
+            sql = "insert into tb values(%d, "
+            for j in range(1022):
+                str = "'%s', " % self.get_random_string(14)                
+                sql += str
+            sql += "'%s')" % self.get_random_string(22)
+            tdSql.execute(sql % (self.ts + i))
+
+        time.sleep(10)
+        tdSql.query("select count(*) from tb")
+        tdSql.checkData(0, 0, 4)
+
+        tdDnodes.stop(1)
+        tdDnodes.start(1)
+
+        time.sleep(1)
+        tdSql.query("select count(*) from tb")
+        tdSql.checkData(0, 0, 4)  
+
+
+        sql = "create table tb1(ts timestamp, "
+        for i in range(4094):
+            sql += "col%d binary(14), " % (i + 1)
+        sql += "col4095 binary(22))"        
+        tdSql.execute(sql)
+
+        for i in range(4):
+            sql = "insert into tb1 values(%d, "
+            for j in range(4094):
+                str = "'%s', " % self.get_random_string(14)                
+                sql += str
+            sql += "'%s')" % self.get_random_string(22)
+            tdSql.execute(sql % (self.ts + i))
+
+        time.sleep(10)
+        tdSql.query("select count(*) from tb1")
+        tdSql.checkData(0, 0, 4)
+
+        tdDnodes.stop(1)
+        tdDnodes.start(1)
+
+        time.sleep(1)
+        tdSql.query("select count(*) from tb1")
+        tdSql.checkData(0, 0, 4)  
+    
+
+
+        #os.system("rm -rf tools/taosdemoAllTest/TD-5213/insertSigcolumnsNum4096.py.sql")        
+        
+        
+        
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/tools/taosdemoPerformance.py

@@ -19,7 +19,6 @@ import json
 from util.log import tdLog
 from util.sql import tdSql
 
-
 class taosdemoPerformace:
     def __init__(self, commitID, dbName):
         self.commitID = commitID
@@ -124,6 +123,7 @@ class taosdemoPerformace:
 
     def insertData(self):
         tdSql.prepare()
+
         buildPath = self.getBuildPath()
         if (buildPath == ""):
             tdLog.exit("taosdemo not found!")

tests/pytest/tools/taosdumpTest.py

@@ -105,7 +105,6 @@ class TDTestCase:
         # 6--days,7--keep0,keep1,keep, 12--block,
 
         isCommunity = self.checkCommunity()
-
         print("iscommunity: %d" % isCommunity)
         for i in range(len(dbresult)):
             if dbresult[i][0] == 'db':

tests/script/general/parser/function.sim

@@ -1132,4 +1132,19 @@ if $data92 != t1 then
   return -1
 endi
 
+print =========================>TD-5190
+sql select stddev(f1) from st1 where ts>'2021-07-01 1:1:1' and ts<'2021-07-30 00:00:00' interval(1d) fill(NULL);
+if $rows != 29 then
+  return -1
+endi
+
+if $data00 != @21-07-01 00:00:00.000@ then
+  return -1
+endi
+
+if $data01 != NULL then
+  return -1
+endi
+
+
 sql select derivative(test_column_alias_name, 1s, 0) from (select avg(k) test_column_alias_name from t1 interval(1s));

tests/script/general/parser/testSuite.sim

@@ -12,7 +12,7 @@ run general/parser/create_tb.sim
 run general/parser/dbtbnameValidate.sim
 run general/parser/fill.sim
 run general/parser/fill_stb.sim
-run general/parser/fill_us.sim
+#run general/parser/fill_us.sim               #
 run general/parser/first_last.sim
 run general/parser/import_commit1.sim
 run general/parser/import_commit2.sim
@@ -39,7 +39,6 @@ run general/parser/slimit1.sim
 run general/parser/slimit_alter_tags.sim
 run general/parser/tbnameIn.sim
 run general/parser/join.sim
-#run general/parser/join_multitables.sim
 run general/parser/join_multivnode.sim
 run general/parser/join_manyblocks.sim
 run general/parser/projection_limit_offset.sim
@@ -61,5 +60,9 @@ run general/parser/slimit_alter_tags.sim
 run general/parser/binary_escapeCharacter.sim
 run general/parser/between_and.sim
 run general/parser/last_cache.sim
+run general/parser/slimit_alter_tags.sim
+run general/parser/udf.sim
+run general/parser/udf_dll.sim
+run general/parser/udf_dll_stable.sim
 run general/parser/nestquery.sim
 run general/parser/precision_ns.sim