Merge pull request #9387 from taosdata/szhou/feature/diff-ignore-negative

diff support ignore negative

src/client/src/tscSQLParser.c

@@ -2675,6 +2675,8 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
   const char* msg16 = "elapsed duration should be greater than or equal to database precision";
   const char* msg17 = "elapsed/twa should not be used in nested query if inner query has group by clause";
   const char* msg18 = "the second parameter is not an integer";
+  const char* msg19 = "the second paramter of diff should be 0 or 1";
+
 
   switch (functionId) {
     case TSDB_FUNC_COUNT: {
@@ -2773,9 +2775,11 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
 
       // no parameters or more than one parameter for function
       if (pItem->pNode->Expr.paramList == NULL ||
-          (functionId != TSDB_FUNC_LEASTSQR && functionId != TSDB_FUNC_DERIVATIVE && functionId != TSDB_FUNC_ELAPSED && numOfParams != 1) ||
+          (functionId != TSDB_FUNC_LEASTSQR && functionId != TSDB_FUNC_DERIVATIVE && functionId != TSDB_FUNC_ELAPSED && functionId != TSDB_FUNC_DIFF
+             && numOfParams != 1) ||
           ((functionId == TSDB_FUNC_LEASTSQR || functionId == TSDB_FUNC_DERIVATIVE) && numOfParams != 3) ||
-          (functionId == TSDB_FUNC_ELAPSED && numOfParams != 1 && numOfParams != 2)) {
+          (functionId == TSDB_FUNC_ELAPSED && numOfParams != 1 && numOfParams != 2) ||
+          (functionId == TSDB_FUNC_DIFF && numOfParams != 1 && numOfParams != 2)) {
         return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg2);
       }
 
@@ -2908,6 +2912,21 @@ int32_t addExprAndResultField(SSqlCmd* pCmd, SQueryInfo* pQueryInfo, int32_t col
 
           tscExprAddParams(&pExpr->base, val, TSDB_DATA_TYPE_BIGINT, LONG_BYTES);
         }
+      } else if (functionId == TSDB_FUNC_DIFF) {
+        char val[8] = {0};
+        if (numOfParams == 2) {
+          tVariant* variantDiff = &pParamElem[1].pNode->value;
+          if (variantDiff->nType != TSDB_DATA_TYPE_BIGINT) {
+            return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg2);
+          }
+          tVariantDump(variantDiff, val, TSDB_DATA_TYPE_BIGINT, true);
+
+          int64_t ignoreNegative = GET_INT64_VAL(val);
+          if (ignoreNegative != 0 && ignoreNegative != 1) {
+            return invalidOperationMsg(tscGetErrorMsgPayload(pCmd), msg19);
+          }
+        }
+        tscExprAddParams(&pExpr->base, val, TSDB_DATA_TYPE_BIGINT, sizeof(int64_t));
       }
 
       SColumnList ids = createColumnList(1, index.tableIndex, index.columnIndex);

src/query/src/qAggMain.c

@@ -204,6 +204,7 @@ typedef struct SElapsedInfo {
 
 typedef struct {
   bool valueAssigned;
+  bool ignoreNegative;
   union {
     int64_t i64Prev;
     double d64Prev;
@@ -3064,6 +3065,7 @@ static bool diff_function_setup(SQLFunctionCtx *pCtx, SResultRowCellInfo* pResIn
   SDiffFuncInfo* pDiffInfo = GET_ROWCELL_INTERBUF(pResInfo);
   pDiffInfo->valueAssigned = false;
   pDiffInfo->i64Prev = 0;
+  pDiffInfo->ignoreNegative = (pCtx->param[0].i64 == 1) ? true : false;
   return true;
 }
 
@@ -3296,6 +3298,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((const char*) &pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {
           *pOutput = (int32_t)(pData[i] - pDiffInfo->i64Prev);  // direct previous may be null
@@ -3318,6 +3323,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((const char*) &pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {
           *pOutput = pData[i] - pDiffInfo->i64Prev;  // direct previous may be null
@@ -3340,6 +3348,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((const char*) &pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {  // initial value is not set yet
           SET_DOUBLE_VAL(pOutput, pData[i] - pDiffInfo->d64Prev);  // direct previous may be null
@@ -3362,6 +3373,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((const char*) &pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {  // initial value is not set yet
           *pOutput = (float)(pData[i] - pDiffInfo->d64Prev);  // direct previous may be null
@@ -3384,6 +3398,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((const char*) &pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {  // initial value is not set yet
           *pOutput = (int16_t)(pData[i] - pDiffInfo->i64Prev);  // direct previous may be null
@@ -3407,6 +3424,9 @@ static void diff_function(SQLFunctionCtx *pCtx) {
         if (pCtx->hasNull && isNull((char *)&pData[i], pCtx->inputType)) {
           continue;
         }
+        if ((pDiffInfo->ignoreNegative) && (pData[i] < 0)) {
+          continue;
+        }
 
         if (pDiffInfo->valueAssigned) {  // initial value is not set yet
           *pOutput = (int8_t)(pData[i] - pDiffInfo->i64Prev);  // direct previous may be null

tests/develop-test/2-query/diff_funcs.py

+import sys 
+from util.log import *
+from util.cases import *
+from util.sql import *
+from util.dnodes import tdDnodes
+from math import inf
+
+class TDTestCase:
+    def caseDescription(self):
+        '''
+        case1<shenglian zhou>: [TD-11204]Difference improvement that can ignore negative 
+        ''' 
+        return
+    
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor(), logSql)
+        self._conn = conn
+        
+    def restartTaosd(self, index=1, dbname="db"):
+        tdDnodes.stop(index)
+        tdDnodes.startWithoutSleep(index)
+        tdSql.execute(f"use diffneg")
+
+    def run(self):
+        print("running {}".format(__file__))
+        tdSql.execute("drop database if exists diffneg")
+        tdSql.execute("create database if not exists diffneg")
+        tdSql.execute('use diffneg')
+        tdSql.execute('create table stb1 (ts timestamp, c1 bool, c2 tinyint, c3 smallint, c4 int, c5 bigint, c6 float, c7 double, c8 binary(10), c9 nchar(10), c10 tinyint unsigned, c11 smallint unsigned, c12 int unsigned, c13 bigint unsigned) TAGS(t1 int, t2 binary(10), t3 double);')
+
+        tdSql.execute("create table tb1 using stb1 tags(1,'1',1.0);")
+
+        tdSql.execute("create table tb2 using stb1 tags(2,'2',2.0);")
+
+        tdSql.execute("create table tb3 using stb1 tags(3,'3',3.0);")
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:00\',true,1,1,1,1,1,1,"123","1234",1,1,1,1);')
+
+        tdSql.execute("insert into tb1 values ('2021-11-11 09:00:01',true,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL,NULL);")
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:02\',true,2,NULL,2,NULL,2,NULL,"234",NULL,2,NULL,2,NULL);')
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:03\',false,NULL,3,NULL,3,NULL,3,NULL,"3456",NULL,3,NULL,3);')
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:04\',true,4,4,4,4,4,4,"456","4567",4,4,4,4);')
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:05\',true,127,32767,2147483647,9223372036854775807,3.402823466e+38,1.79769e+308,"567","5678",254,65534,4294967294,9223372036854775807);')
+
+        tdSql.execute('insert into tb1 values (\'2021-11-11 09:00:06\',true,-127,-32767,-2147483647,-9223372036854775807,-3.402823466e+38,-1.79769e+308,"678","6789",0,0,0,0);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:00\',true,1,1,1,1,1,1,"111","1111",1,1,1,1);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:01\',true,2,2,2,2,2,2,"222","2222",2,2,2,2);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:02\',true,3,3,2,3,3,3,"333","3333",3,3,3,3);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:03\',false,4,4,4,4,4,4,"444","4444",4,4,4,4);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:04\',true,5,5,5,5,5,5,"555","5555",5,5,5,5);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:05\',true,6,6,6,6,6,6,"666","6666",6,6,6,6);')
+
+        tdSql.execute('insert into tb2 values (\'2021-11-11 09:00:06\',true,7,7,7,7,7,7,"777","7777",7,7,7,7);')
+
+        tdSql.execute('create table tbn (ts timestamp, c1 bool, c2 tinyint, c3 smallint, c4 int, c5 bigint, c6 float, c7 double, c8 binary(10), c9 nchar(10), c10 tinyint unsigned, c11 smallint unsigned, c12 int unsigned, c13 bigint unsigned);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:00\',true,1,1,1,1,1,1,"111","1111",1,1,1,1);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:01\',true,2,2,2,2,2,2,"222","2222",2,2,2,2);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:02\',true,3,3,2,3,3,3,"333","3333",3,3,3,3);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:03\',false,4,4,4,4,4,4,"444","4444",4,4,4,4);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:04\',true,5,5,5,5,5,5,"555","5555",5,5,5,5);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:05\',true,6,6,6,6,6,6,"666","6666",6,6,6,6);')
+
+        tdSql.execute('insert into tbn values (\'2021-11-11 09:00:06\',true,7,7,7,7,7,7,"777","7777",7,7,7,7);')
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c7,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c7,0) as a from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(c7) + 1 as a from tb1;')
+
+        tdSql.error('select diff(tb1.*) + 1 as a from tb1;')
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c4,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+
+        tdSql.query('select diff(c4) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.error('select diff(c1 + c2) from tb1;')
+
+        tdSql.error('select diff(13) from tb1;')
+
+        tdSql.query('select diff(c4,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+
+        tdSql.query('select diff(c2) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 123)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c3) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 32763)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c4) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c5) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 9223372036854775803)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c6) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 3.4028234663852886e+38)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(c8) from tb1;')
+
+        tdSql.error('select diff(c9) from tb1;')
+
+        tdSql.error('select diff(c10) from tb1;')
+
+        tdSql.error('select diff(c11) from tb1;')
+
+        tdSql.error('select diff(c12) from tb1;')
+
+        tdSql.error('select diff(c13) from tb1;')
+
+        tdSql.error('select diff(12345678900000000000000000) from tb1;')
+
+        tdSql.error('select distinct diff(c4,1) from tb1;')
+
+        tdSql.error('select diff(t1) from stb1;')
+
+        tdSql.error('select diff(c4,1),avg(c3) from tb1;')
+
+        tdSql.error('select diff(c4,1),top(c3,1) from tb1;')
+
+        tdSql.error('select diff(c4,1) from tb1 session(ts, 1s);')
+
+        tdSql.error('select diff(c4,1) from tb1 STATE_WINDOW(c4,1);')
+
+        tdSql.error('select diff(c4,1) from tb1 interval(1s) sliding(1s) fill(NULL);')
+
+        tdSql.error('select diff(c4,1) from stb1 group by t1;')
+
+        tdSql.error('select diff(c4,1) from stb1 group by ts;')
+
+        tdSql.error('select diff(c4,1) from stb1 group by c1;')
+
+        tdSql.query('select diff(c4,1) from stb1 group by tbname;')
+        tdSql.checkRows(9)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 'tb1')
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(1, 2, 'tb1')
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(2, 2, 'tb1')
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(3, 1, 1)
+        tdSql.checkData(3, 2, 'tb2')
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(4, 1, 0)
+        tdSql.checkData(4, 2, 'tb2')
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(5, 1, 2)
+        tdSql.checkData(5, 2, 'tb2')
+        tdSql.checkData(6, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(6, 1, 1)
+        tdSql.checkData(6, 2, 'tb2')
+        tdSql.checkData(7, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(7, 1, 1)
+        tdSql.checkData(7, 2, 'tb2')
+        tdSql.checkData(8, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(8, 1, 1)
+        tdSql.checkData(8, 2, 'tb2')
+
+        tdSql.error('select diff(c4,1) from tb1 order by c2;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn;')
+
+        tdSql.error('select diff(ts) from (select avg(c2) as a from stb1 interval(1s));')
+
+        tdSql.query('select diff(a) from (select diff(c2) as a from tb1);')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 121)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(2, 1, -121)
+
+        tdSql.error('select diff("abc") from tb1;')
+
+        tdSql.query('select diff(c4,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c4,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c6) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 3.4028234663852886e+38)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(11)+c2 from tb1;')
+
+        tdSql.error('select diff(c4,1)+c2 from tb1;')
+
+        tdSql.error('select diff(c2)+11 from tb1;')
+
+        tdSql.error('select diff(c4,1),c1,c2 from tb1;')
+
+        tdSql.query('select diff(c4,1),t1,ts,tbname,_C0,_c0 from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 1)
+        tdSql.checkData(0, 3, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 4, 'tb1')
+        tdSql.checkData(0, 5, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 6, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(1, 2, 1)
+        tdSql.checkData(1, 3, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 4, 'tb1')
+        tdSql.checkData(1, 5, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 6, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(2, 2, 1)
+        tdSql.checkData(2, 3, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 4, 'tb1')
+        tdSql.checkData(2, 5, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 6, datetime.datetime(2021, 11, 11, 9, 0, 5))
+
+        tdSql.error('select diff(c4,1),floor(c3) from tb1;')
+
+        tdSql.error('select diff(c4,1),diff(c4,1) from tb1;')
+
+        tdSql.query('select diff(c4,1) from tb1 where c2 is not null and c3 is not null;')
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 3)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 2147483643)
+
+        tdSql.query('select diff(c2) from tb1 order by ts desc;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(0, 1, -2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, -123)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(2, 1, -2)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(3, 1, -1)
+
+        tdSql.query('select diff(c4,1) from tb1 order by ts desc;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, -2147483643)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, -2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(2, 1, -1)
+
+        tdSql.query('select diff(c4,1) from tb1 order by ts desc limit 3 offset 2;')
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(0, 1, -1)
+
+        tdSql.error('select diff(c2) from stb1;')
+
+        tdSql.error('select diff(c2) from stb1 order by ts desc;')
+
+        tdSql.error('select diff(c4),t1 from stb1 order by ts desc;')
+
+        tdSql.error('select diff(c3),tbname from stb1;')
+
+        tdSql.error('select diff(c3),tbname from stb1 where t1 > 1;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn order by ts desc;')
+
+        tdSql.error('select diff(diff(c8)) from tbn;')
+
+        tdSql.query('select diff(a) from (select avg(c2) as a from stb1 interval(1s));')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.error('select diff(c2) from (select * from stb1);')
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null));")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by ts;")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by ts desc;")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(0, 1, 126.5)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, -62.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, -0.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(3, 1, -1.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(4, 1, -0.5)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(5, 1, -1.0)
+
+        tdSql.error("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by a desc;")
+
+        tdSql.error("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by a;")
+
+        tdSql.query('select diff(a) from (select diff(c2) as a from tb1);')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 121)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(2, 1, -121)
+
+        tdSql.error('select diff(tb1.c3),diff(tb2.c3) from tb1,tb2 where tb1.ts=tb2.ts;')
+
+        tdSql.query('select diff(c3) from tb1 union all select diff(c3) from tb2;')
+        tdSql.checkRows(10)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 32763)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(4, 1, 1)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(5, 1, 1)
+        tdSql.checkData(6, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(6, 1, 1)
+        tdSql.checkData(7, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(7, 1, 1)
+        tdSql.checkData(8, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(8, 1, 1)
+        tdSql.checkData(9, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(9, 1, 1)
+
+
+        tdSql.execute('create table stba (ts timestamp, c1 bool, c2 tinyint, c3 smallint, c4 int, c5 bigint, c6 float, c7 double, c8 binary(10), c9 nchar(10), c10 tinyint unsigned, c11 smallint unsigned, c12 int unsigned, c13 bigint unsigned) TAGS(t1 int, t2 binary(10), t3 double);')
+
+        tdSql.execute("create table tba1 using stba tags(1,'1',1.0);")
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:00\',true, 1,1,1,1,1,1,"111","1111",1,1,1,1);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:01\',true, 2,2,2,2,2,2,"222","2222",2,2,2,2);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:02\',true, 3,3,2,3,3,3,"333","3333",3,3,3,3);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:03\',false,4,4,4,4,4,4,"444","4444",4,4,4,4);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:04\',true, 5,5,5,5,5,5,"555","5555",5,5,5,5);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:05\',true, 6,6,6,6,6,6,"666","6666",6,6,6,6);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:06\',true, 7,7,7,7,7,7,"777","7777",7,7,7,7);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:07\',true, 8,8,8,8,8,8,"888","8888",8,8,8,8);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:08\',true, 9,9,9,9,9,9,"999","9999",9,9,9,9);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:09\',true, 0,0,0,0,0,0,"000","0000",0,0,0,0);')
+
+        self.restartTaosd(1, dbname='diffneg')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:10\',true, 1,1,1,1,1,1,"111","1111",1,1,1,1);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:11\',true, 2,2,2,2,2,2,"222","2222",2,2,2,2);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:12\',true, 3,3,2,3,3,3,"333","3333",3,3,3,3);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:13\',false,4,4,4,4,4,4,"444","4444",4,4,4,4);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:14\',true, 5,5,5,5,5,5,"555","5555",5,5,5,5);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:15\',true, 6,6,6,6,6,6,"666","6666",6,6,6,6);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:16\',true, 7,7,7,7,7,7,"777","7777",7,7,7,7);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:17\',true, 8,8,8,8,8,8,"888","8888",8,8,8,8);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:18\',true, 9,9,9,9,9,9,"999","9999",9,9,9,9);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:19\',true, 0,0,0,0,0,0,"000","0000",0,0,0,0);')
+
+        self.restartTaosd(1, dbname='diffneg')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:20\',true, 1,1,1,1,1,1,"111","1111",1,1,1,1);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:21\',true, 2,2,2,2,2,2,"222","2222",2,2,2,2);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:22\',true, 3,3,2,3,3,3,"333","3333",3,3,3,3);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:23\',false,4,4,4,4,4,4,"444","4444",4,4,4,4);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:24\',true, 5,5,5,5,5,5,"555","5555",5,5,5,5);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:25\',true, 6,6,6,6,6,6,"666","6666",6,6,6,6);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:26\',true, 7,7,7,7,7,7,"777","7777",7,7,7,7);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:27\',true, 8,8,8,8,8,8,"888","8888",8,8,8,8);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:28\',true, 9,9,9,9,9,9,"999","9999",9,9,9,9);')
+
+        tdSql.execute('insert into tba1 values (\'2021-11-11 09:00:29\',true, 0,0,0,0,0,0,"000","0000",0,0,0,0);')
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c7,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c7,0) as a from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(c7) + 1 as a from tb1;')
+
+        tdSql.error('select diff(tb1.*) + 1 as a from tb1;')
+
+        tdSql.query('select diff(c7,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+
+        tdSql.query('select diff(c4,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+
+        tdSql.query('select diff(c4) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.error('select diff(c1 + c2) from tb1;')
+
+        tdSql.error('select diff(13) from tb1;')
+
+        tdSql.query('select diff(c4,1) from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+
+        tdSql.query('select diff(c2) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 123)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c3) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 32763)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c4) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c5) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 9223372036854775803)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c6) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 3.4028234663852886e+38)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.query('select diff(c7) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 1.79769e+308)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(c8) from tb1;')
+
+        tdSql.error('select diff(c9) from tb1;')
+
+        tdSql.error('select diff(c10) from tb1;')
+
+        tdSql.error('select diff(c11) from tb1;')
+
+        tdSql.error('select diff(c12) from tb1;')
+
+        tdSql.error('select diff(c13) from tb1;')
+
+        tdSql.error('select diff(12345678900000000000000000) from tb1;')
+
+        tdSql.error('select distinct diff(c4,1) from tb1;')
+
+        tdSql.error('select diff(t1) from stb1;')
+
+        tdSql.error('select diff(c4,1),avg(c3) from tb1;')
+
+        tdSql.error('select diff(c4,1),top(c3,1) from tb1;')
+
+        tdSql.error('select diff(c4,1) from tb1 session(ts, 1s);')
+
+        tdSql.error('select diff(c4,1) from tb1 STATE_WINDOW(c4,1);')
+
+        tdSql.error('select diff(c4,1) from tb1 interval(1s) sliding(1s) fill(NULL);')
+
+        tdSql.error('select diff(c4,1) from stb1 group by t1;')
+
+        tdSql.error('select diff(c4,1) from stb1 group by ts;')
+
+        tdSql.error('select diff(c4,1) from stb1 group by c1;')
+
+        tdSql.query('select diff(c4,1) from stb1 group by tbname;')
+        tdSql.checkRows(9)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 'tb1')
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(1, 2, 'tb1')
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(2, 2, 'tb1')
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(3, 1, 1)
+        tdSql.checkData(3, 2, 'tb2')
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(4, 1, 0)
+        tdSql.checkData(4, 2, 'tb2')
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(5, 1, 2)
+        tdSql.checkData(5, 2, 'tb2')
+        tdSql.checkData(6, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(6, 1, 1)
+        tdSql.checkData(6, 2, 'tb2')
+        tdSql.checkData(7, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(7, 1, 1)
+        tdSql.checkData(7, 2, 'tb2')
+        tdSql.checkData(8, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(8, 1, 1)
+        tdSql.checkData(8, 2, 'tb2')
+
+        tdSql.error('select diff(c4,1) from tb1 order by c2;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn;')
+
+        tdSql.error('select diff(ts) from (select avg(c2) as a from stb1 interval(1s));')
+
+        tdSql.query('select diff(a) from (select diff(c2) as a from tb1);')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 121)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(2, 1, -121)
+
+        tdSql.error('select diff("abc") from tb1;')
+
+        tdSql.query('select diff(c4,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c4,0) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+
+        tdSql.query('select diff(c6) from tb1;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 3.4028234663852886e+38)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, -inf)
+
+        tdSql.error('select diff(11)+c2 from tb1;')
+
+        tdSql.error('select diff(c4,1)+c2 from tb1;')
+
+        tdSql.error('select diff(c2)+11 from tb1;')
+
+        tdSql.error('select diff(c4,1),c1,c2 from tb1;')
+
+        tdSql.query('select diff(c4,1),t1,ts,tbname,_C0,_c0 from tb1;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 1)
+        tdSql.checkData(0, 3, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 4, 'tb1')
+        tdSql.checkData(0, 5, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(0, 6, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(1, 2, 1)
+        tdSql.checkData(1, 3, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 4, 'tb1')
+        tdSql.checkData(1, 5, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 6, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 2147483643)
+        tdSql.checkData(2, 2, 1)
+        tdSql.checkData(2, 3, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 4, 'tb1')
+        tdSql.checkData(2, 5, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 6, datetime.datetime(2021, 11, 11, 9, 0, 5))
+
+        tdSql.error('select diff(c4,1),floor(c3) from tb1;')
+
+        tdSql.error('select diff(c4,1),diff(c4,1) from tb1;')
+
+        tdSql.query('select diff(c4,1) from tb1 where c2 is not null and c3 is not null;')
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 3)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 2147483643)
+
+        tdSql.query('select diff(c2) from tb1 order by ts desc;')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(0, 1, -2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, -123)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(2, 1, -2)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(3, 1, -1)
+
+        tdSql.query('select diff(c4,1) from tb1 order by ts desc;')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, -2147483643)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, -2)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(2, 1, -1)
+
+        tdSql.query('select diff(c4,1) from tb1 order by ts desc limit 3 offset 2;')
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(0, 1, -1)
+
+        tdSql.error('select diff(c2) from stb1;')
+
+        tdSql.error('select diff(c2) from stb1 order by ts desc;')
+
+        tdSql.error('select diff(c4),t1 from stb1 order by ts desc;')
+
+        tdSql.error('select diff(c3),tbname from stb1;')
+
+        tdSql.error('select diff(c3),tbname from stb1 where t1 > 1;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn;')
+
+        tdSql.error('select diff(c8),diff(c9) from tbn order by ts desc;')
+
+        tdSql.error('select diff(diff(c8)) from tbn;')
+
+        tdSql.query('select diff(a) from (select avg(c2) as a from stb1 interval(1s));')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.error('select diff(c2) from (select * from stb1);')
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null));")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by ts;")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(0, 1, 1.0)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(1, 1, 0.5)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, 1.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(3, 1, 0.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(4, 1, 62.0)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(5, 1, -126.5)
+
+        tdSql.query("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by ts desc;")
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(0, 1, 126.5)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, -62.0)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(2, 1, -0.5)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(3, 1, -1.5)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(4, 1, -0.5)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0))
+        tdSql.checkData(5, 1, -1.0)
+
+        tdSql.error("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by a desc;")
+
+        tdSql.error("select diff(a) from (select avg(c2) as a from stb1 where ts >= '2021-11-11 09:00:00.000' and ts <= '2021-11-11 09:00:09.000' interval(1s) fill(null)) order by a;")
+
+        tdSql.query('select diff(a) from (select diff(c2) as a from tb1);')
+        tdSql.checkRows(3)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(1, 1, 121)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(2, 1, -121)
+
+        tdSql.error('select diff(tb1.c3),diff(tb2.c3) from tb1,tb2 where tb1.ts=tb2.ts;')
+
+        tdSql.query('select diff(c3) from tb1 union all select diff(c3) from tb2;')
+        tdSql.checkRows(10)
+        tdSql.checkData(0, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(0, 1, 2)
+        tdSql.checkData(1, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(1, 1, 1)
+        tdSql.checkData(2, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(2, 1, 32763)
+        tdSql.checkData(3, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(3, 1, 2)
+        tdSql.checkData(4, 0, datetime.datetime(2021, 11, 11, 9, 0, 1))
+        tdSql.checkData(4, 1, 1)
+        tdSql.checkData(5, 0, datetime.datetime(2021, 11, 11, 9, 0, 2))
+        tdSql.checkData(5, 1, 1)
+        tdSql.checkData(6, 0, datetime.datetime(2021, 11, 11, 9, 0, 3))
+        tdSql.checkData(6, 1, 1)
+        tdSql.checkData(7, 0, datetime.datetime(2021, 11, 11, 9, 0, 4))
+        tdSql.checkData(7, 1, 1)
+        tdSql.checkData(8, 0, datetime.datetime(2021, 11, 11, 9, 0, 5))
+        tdSql.checkData(8, 1, 1)
+        tdSql.checkData(9, 0, datetime.datetime(2021, 11, 11, 9, 0, 6))
+        tdSql.checkData(9, 1, 1)
+
+        tdSql.error('select diff(stb1.c4),diff(stba.c5) from stb1,stba where stb1.t1=stba.t1 and stb1.ts=stba.ts;')
+
+        tdSql.error('select diff(c4) as a from stb1 union all select diff(c5) as a from stba;')
+
+        tdSql.error('select diff(c2) from stba;')
+
+        tdSql.error('select diff(min(c2)) from tba1;')
+
+        tdSql.error('select diff(max(c2)) from tba1;')
+
+        tdSql.error('select diff(count(c2)) from tba1;')
+
+        tdSql.error('select diff(sum(c2)) from tba1;')
+
+        tdSql.error('select diff(avg(c2)) from tba1;')
+
+        tdSql.error('select diff(percentile(c2, 10)) from tba1;')
+
+        tdSql.error('select diff(apercentile(c2, 10)) from tba1;')
+
+        tdSql.error('select diff(stddev(c2)) from tba1;')
+
+        tdSql.error('select diff(spread(c2)) from tba1;')
+
+        tdSql.error('select diff(twa(c2)) from tba1;')
+
+        tdSql.error('select diff(leastsquares(c2, 1, 1)) from tba1;')
+
+        tdSql.error('select diff(interp(c2)) from tba1 every(1s)')
+
+        tdSql.error('select diff(interp(c2)) from stba every(1s) group by tbname;')
+
+        tdSql.error('select diff(elapsed(ts)) from tba1;')
+
+        tdSql.error('select diff(rate(c2)) from tba1;')
+
+        tdSql.error('select diff(irate(c2)) from tba1;')
+
+        tdSql.error('select diff(first(c2)) from tba1;')
+
+        tdSql.error('select diff(last(c2)) from tba1;')
+
+        tdSql.error('select diff(last_row(c2)) from tba1;')
+
+        tdSql.error('select diff(top(c2, 1)) from tba1;')
+
+        tdSql.error('select diff(bottom(c2, 1)) from tba1;')
+
+        tdSql.error('select diff(leastsquares(c2, 1, 1)) from tba1;')
+
+        tdSql.error('select diff(derivative(c2, 1s, 0)) from tba1;')
+
+        tdSql.error('select diff(diff(c2)) from tba1;')
+
+        tdSql.error('select diff(csum(c2)) from tba1;')
+
+        tdSql.error('select diff(mavg(c2,2)) from tba1;')
+
+        tdSql.error('select diff(sample(c2,2)) from tba1;')
+
+        tdSql.error('select diff(_block_dist()) from tba1;')
+
+
+        tdSql.execute('drop database diffneg')
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/develop-test/2-query/diff_ignore_negative.py

+import sys 
+from util.log import *
+from util.cases import *
+from util.sql import *
+
+class TDTestCase:
+    def caseDescription(self):
+        '''
+        case1<shenglian zhou>: [TD-11204]Difference improvement that can ignore negative 
+        ''' 
+        return
+    
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor(), logSql)
+        self._conn = conn
+
+    def run(self):
+        print("running {}".format(__file__))
+        tdSql.execute("drop database if exists diffneg")
+        tdSql.execute("create database if not exists diffneg")
+        tdSql.execute('use diffneg')
+        tdSql.execute('create table st(ts timestamp, c1 int, c2 float) tags(t int);')
+
+        tdSql.execute('create table ct1 using st tags(1);')
+
+        tdSql.execute('create table ct2 using st tags(2);')
+
+        tdSql.execute('insert into ct1 values(1642662622000, 1, 2)(1642662622001, 2, 4)(1642662622003, -4, -6)(1642662622004, 4, 8);')
+
+        tdSql.execute('insert into ct2 values(1642662622001, 11, 22)(1642662622002, 22, 44)(1642662622003, -44, -66) (1642662622004, 44, 88);')
+
+        tdSql.query('select diff(c1) from st group by tbname')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(1, 1, -6)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(2, 1, 8)
+        tdSql.checkData(2, 2, 'ct1')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(3, 1, 11)
+        tdSql.checkData(3, 2, 'ct2')
+        tdSql.checkData(4, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(4, 1, -66)
+        tdSql.checkData(4, 2, 'ct2')
+        tdSql.checkData(5, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(5, 1, 88)
+        tdSql.checkData(5, 2, 'ct2')
+
+        tdSql.query('select diff(c1,0) from st group by tbname')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(1, 1, -6)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(2, 1, 8)
+        tdSql.checkData(2, 2, 'ct1')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(3, 1, 11)
+        tdSql.checkData(3, 2, 'ct2')
+        tdSql.checkData(4, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(4, 1, -66)
+        tdSql.checkData(4, 2, 'ct2')
+        tdSql.checkData(5, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(5, 1, 88)
+        tdSql.checkData(5, 2, 'ct2')
+
+        tdSql.query('select diff(c1,1) from st group by tbname')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(1, 1, 2)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(2, 1, 11)
+        tdSql.checkData(2, 2, 'ct2')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(3, 1, 22)
+        tdSql.checkData(3, 2, 'ct2')
+
+        tdSql.query('select diff(c2) from st group by tbname')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(1, 1, -10.0)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(2, 1, 14.0)
+        tdSql.checkData(2, 2, 'ct1')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(3, 1, 22.0)
+        tdSql.checkData(3, 2, 'ct2')
+        tdSql.checkData(4, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(4, 1, -110.0)
+        tdSql.checkData(4, 2, 'ct2')
+        tdSql.checkData(5, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(5, 1, 154.0)
+        tdSql.checkData(5, 2, 'ct2')
+
+        tdSql.query('select diff(c2,0) from st group by tbname')
+        tdSql.checkRows(6)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(1, 1, -10.0)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(2, 1, 14.0)
+        tdSql.checkData(2, 2, 'ct1')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(3, 1, 22.0)
+        tdSql.checkData(3, 2, 'ct2')
+        tdSql.checkData(4, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 3000))
+        tdSql.checkData(4, 1, -110.0)
+        tdSql.checkData(4, 2, 'ct2')
+        tdSql.checkData(5, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(5, 1, 154.0)
+        tdSql.checkData(5, 2, 'ct2')
+
+        tdSql.query('select diff(c2,1) from st group by tbname')
+        tdSql.checkRows(4)
+        tdSql.checkData(0, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 1000))
+        tdSql.checkData(0, 1, 2.0)
+        tdSql.checkData(0, 2, 'ct1')
+        tdSql.checkData(1, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(1, 1, 4.0)
+        tdSql.checkData(1, 2, 'ct1')
+        tdSql.checkData(2, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 2000))
+        tdSql.checkData(2, 1, 22.0)
+        tdSql.checkData(2, 2, 'ct2')
+        tdSql.checkData(3, 0, datetime.datetime(2022, 1, 20, 15, 10, 22, 4000))
+        tdSql.checkData(3, 1, 44.0)
+        tdSql.checkData(3, 2, 'ct2')
+
+        tdSql.execute('drop database diffneg')
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/develop-test/fulltest-query.sh

@@ -7,3 +7,5 @@ python3 ./test.py -f 2-query/ts_2016.py
 python3 ./test.py -f 2-query/function_mavg.py
 python3 ./test.py -f 2-query/escape.py
 python3 ./test.py -f 2-query/func_compare.py
+python3 ./test.py -f 2-query/diff_ignore_negative.py
+python3 ./test.py -f 2-query/diff_funcs.py