Merge branch 'feature/query' of https://github.com/taosdata/TDengine into feature/query

src/balance/src/balance.c

@@ -126,7 +126,7 @@ int32_t balanceAllocVnodes(SVgObj *pVgroup) {
 
   balanceAccquireDnodeList();
 
-  mDebug("db:%s, alloc %d vnodes to vgroup, dnodes total:%d, avail:%d", pVgroup->dbName, pVgroup->numOfVnodes,
+  mDebug("db:%s, try alloc %d vnodes to vgroup, dnodes total:%d, avail:%d", pVgroup->dbName, pVgroup->numOfVnodes,
          mnodeGetDnodesNum(), tsBalanceDnodeListSize);
   for (int32_t i = 0; i < pVgroup->numOfVnodes; ++i) {
     for (; dnode < tsBalanceDnodeListSize; ++dnode) {
@@ -571,7 +571,8 @@ static void balanceCheckDnodeAccess() {
       if (pDnode->status != TAOS_DN_STATUS_DROPPING && pDnode->status != TAOS_DN_STATUS_OFFLINE) {
         pDnode->status = TAOS_DN_STATUS_OFFLINE;
         pDnode->offlineReason = TAOS_DN_OFF_STATUS_MSG_TIMEOUT;
-        mInfo("dnode:%d, set to offline state", pDnode->dnodeId);
+        mInfo("dnode:%d, set to offline state, access seq:%d, last seq:%d", pDnode->dnodeId, tsAccessSquence,
+              pDnode->lastAccess);
         balanceSetVgroupOffline(pDnode);
       }
     }

src/mnode/src/mnodeDnode.c

@@ -471,7 +471,8 @@ static int32_t mnodeProcessDnodeStatusMsg(SMnodeMsg *pMsg) {
              mnodeGetClusterId());
       return TSDB_CODE_MND_INVALID_CLUSTER_ID;
     } else {
-      mTrace("dnode:%d, status received, access times %d", pDnode->dnodeId, pDnode->lastAccess);
+      mTrace("dnode:%d, status received, access times %d openVnodes:%d:%d", pDnode->dnodeId, pDnode->lastAccess,
+             htons(pStatus->openVnodes), pDnode->openVnodes);
     }
   }
 

src/mnode/src/mnodeTable.c

@@ -2409,14 +2409,16 @@ static void mnodeProcessCreateChildTableRsp(SRpcMsg *rpcMsg) {
     }
   } else {
     if (mnodeMsg->retry++ < 10) {
-      mDebug("app:%p:%p, table:%s, create table rsp received, need retry, times:%d result:%s thandle:%p",
+      mDebug("app:%p:%p, table:%s, create table rsp received, need retry, times:%d vgId:%d sid:%d uid:%" PRIu64
-             mnodeMsg->rpcMsg.ahandle, mnodeMsg, pTable->info.tableId, mnodeMsg->retry, tstrerror(rpcMsg->code),
+             " result:%s thandle:%p",
-             mnodeMsg->rpcMsg.handle);
+             mnodeMsg->rpcMsg.ahandle, mnodeMsg, pTable->info.tableId, mnodeMsg->retry, pTable->vgId, pTable->sid,
+             pTable->uid, tstrerror(rpcMsg->code), mnodeMsg->rpcMsg.handle);
 
       dnodeDelayReprocessMnodeWriteMsg(mnodeMsg);
     } else {
-      mError("app:%p:%p, table:%s, failed to create in dnode, result:%s thandle:%p", mnodeMsg->rpcMsg.ahandle, mnodeMsg,
+      mError("app:%p:%p, table:%s, failed to create in dnode, vgId:%d sid:%d uid:%" PRIu64 ", result:%s thandle:%p",
-             pTable->info.tableId, tstrerror(rpcMsg->code), mnodeMsg->rpcMsg.handle);
+             mnodeMsg->rpcMsg.ahandle, mnodeMsg, pTable->info.tableId, pTable->vgId, pTable->sid, pTable->uid,
+             tstrerror(rpcMsg->code), mnodeMsg->rpcMsg.handle);
 
       SSdbOper oper = {.type = SDB_OPER_GLOBAL, .table = tsChildTableSdb, .pObj = pTable};
       sdbDeleteRow(&oper);

src/mnode/src/mnodeVgroup.c

@@ -270,24 +270,26 @@ void mnodeUpdateVgroup(SVgObj *pVgroup) {
   Traverse all vgroups on mnode, if there no such vgId on a dnode, so send msg to this dnode for re-creating this vgId/vnode 
 */
 void mnodeCheckUnCreatedVgroup(SDnodeObj *pDnode, SVnodeLoad *pVloads, int32_t openVnodes) {
-  SVnodeLoad *pNextV = NULL;
-
   void *pIter = NULL;
   while (1) {
     SVgObj *pVgroup;
     pIter = mnodeGetNextVgroup(pIter, &pVgroup);
     if (pVgroup == NULL) break;
 
-    pNextV = pVloads;
+    for (int v = 0; v < pVgroup->numOfVnodes; ++v) {
-    int32_t i;
+      if (pVgroup->vnodeGid[v].dnodeId == pDnode->dnodeId) {
-    for (i = 0; i < openVnodes; ++i) {
+        // vgroup should have a vnode on this dnode
-      if ((pVgroup->vnodeGid[i].pDnode == pDnode) && (pVgroup->vgId == pNextV->vgId)) {
+        bool have = false;
+        for (int32_t i = 0; i < openVnodes; ++i) {
+          SVnodeLoad *pVload = pVloads + i;
+          if (pVgroup->vgId == pVload->vgId) {
+            have = true;
             break;
           }
-      pNextV++;
         }
 
-    if (i == openVnodes) {
+        if (have) continue;
+
         if (pVgroup->status == TAOS_VG_STATUS_CREATING || pVgroup->status == TAOS_VG_STATUS_DROPPING) {
           mDebug("vgId:%d, not exist in dnode:%d and status is %s, do nothing", pVgroup->vgId, pDnode->dnodeId,
                  vgroupStatus[pVgroup->status]);
@@ -297,12 +299,12 @@ void mnodeCheckUnCreatedVgroup(SDnodeObj *pDnode, SVnodeLoad *pVloads, int32_t o
           mnodeSendCreateVgroupMsg(pVgroup, NULL);
         }
       }
+    }
 
     mnodeDecVgroupRef(pVgroup);
   }
 
   sdbFreeIter(pIter);
-  return;
 }
 
 void mnodeUpdateVgroupStatus(SVgObj *pVgroup, SDnodeObj *pDnode, SVnodeLoad *pVload) {

tests/pytest/fulltest.sh

@@ -172,23 +172,23 @@ python3 testNoCompress.py
 python3 testMinTablesPerVnode.py
 
 # functions
-python3 ./test.py -f functions/function_avg.py
+python3 ./test.py -f functions/function_avg.py -r 1
-python3 ./test.py -f functions/function_bottom.py
+python3 ./test.py -f functions/function_bottom.py -r 1
-python3 ./test.py -f functions/function_count.py
+python3 ./test.py -f functions/function_count.py -r 1
-python3 ./test.py -f functions/function_diff.py
+python3 ./test.py -f functions/function_diff.py -r 1
-python3 ./test.py -f functions/function_first.py
+python3 ./test.py -f functions/function_first.py -r 1
-python3 ./test.py -f functions/function_last.py
+python3 ./test.py -f functions/function_last.py -r 1
-python3 ./test.py -f functions/function_last_row.py
+python3 ./test.py -f functions/function_last_row.py -r 1
-python3 ./test.py -f functions/function_leastsquares.py
+python3 ./test.py -f functions/function_leastsquares.py -r 1
-python3 ./test.py -f functions/function_max.py
+python3 ./test.py -f functions/function_max.py -r 1
-python3 ./test.py -f functions/function_min.py
+python3 ./test.py -f functions/function_min.py -r 1
-python3 ./test.py -f functions/function_operations.py
+python3 ./test.py -f functions/function_operations.py -r 1 
 python3 ./test.py -f functions/function_percentile.py
-python3 ./test.py -f functions/function_spread.py
+python3 ./test.py -f functions/function_spread.py -r 1
-python3 ./test.py -f functions/function_stddev.py
+python3 ./test.py -f functions/function_stddev.py -r 1
-python3 ./test.py -f functions/function_sum.py
+python3 ./test.py -f functions/function_sum.py -r 1
-python3 ./test.py -f functions/function_top.py
+python3 ./test.py -f functions/function_top.py -r 1
-#python3 ./test.py -f functions/function_twa.py
+#python3 ./test.py -f functions/function_twa.py -r 1
 python3 queryCount.py
 python3 ./test.py -f query/queryGroupbyWithInterval.py
 python3 client/twoClients.py

tests/pytest/functions/function_avg_restart.py

@@ -0,0 +1,73 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        #tdSql.execute('''create table test(ts timestamp, col1 tinyint, col2 smallint, col3 int, col4 bigint, col5 float, col6 double, 
+        #            col7 bool, col8 binary(20), col9 nchar(20)) tags(loc nchar(20))''')
+        #tdSql.execute("create table test1 using test tags('beijing')")
+        for i in range(self.rowNum):
+            #tdSql.execute("insert into test1 values(%d, %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d')" 
+            #            % (self.ts + i, i + 1, i + 1, i + 1, i + 1, i + 0.1, i + 0.1, i % 2, i + 1, i + 1))
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # average verifacation 
+        tdSql.error("select avg(ts) from test")
+        tdSql.error("select avg(ts) from test1")
+        tdSql.error("select avg(col7) from test")
+        tdSql.error("select avg(col7) from test1")
+        tdSql.error("select avg(col8) from test")
+        tdSql.error("select avg(col8) from test1")
+        tdSql.error("select avg(col9) from test")
+        tdSql.error("select avg(col9) from test1")
+
+        tdSql.query("select avg(col1) from test")
+        tdSql.checkData(0, 0, np.average(intData))
+        tdSql.query("select avg(col2) from test")
+        tdSql.checkData(0, 0, np.average(intData))
+        tdSql.query("select avg(col3) from test")
+        tdSql.checkData(0, 0, np.average(intData))
+        tdSql.query("select avg(col4) from test")
+        tdSql.checkData(0, 0, np.average(intData))
+        tdSql.query("select avg(col5) from test")
+        tdSql.checkData(0, 0, np.average(floatData))              
+        tdSql.query("select avg(col6) from test")
+        tdSql.checkData(0, 0, np.average(floatData))              
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_bottom_restart.py

@@ -0,0 +1,93 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")    
+
+        #tdSql.execute('''create table test(ts timestamp, col1 tinyint, col2 smallint, col3 int, col4 bigint, col5 float, col6 double, 
+        #            col7 bool, col8 binary(20), col9 nchar(20)) tags(loc nchar(20))''')
+        #tdSql.execute("create table test1 using test tags('beijing')")
+        #for i in range(self.rowNum):
+        #    tdSql.execute("insert into test1 values(%d, %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d')" 
+        #                % (self.ts + i, i + 1, i + 1, i + 1, i + 1, i + 0.1, i + 0.1, i % 2, i + 1, i + 1))                            
+
+        # bottom verifacation 
+        tdSql.error("select bottom(ts, 10) from test")
+        tdSql.error("select bottom(col1, 0) from test")
+        tdSql.error("select bottom(col1, 101) from test")
+        tdSql.error("select bottom(col2, 0) from test")
+        tdSql.error("select bottom(col2, 101) from test")
+        tdSql.error("select bottom(col3, 0) from test")
+        tdSql.error("select bottom(col3, 101) from test")
+        tdSql.error("select bottom(col4, 0) from test")
+        tdSql.error("select bottom(col4, 101) from test")
+        tdSql.error("select bottom(col5, 0) from test")
+        tdSql.error("select bottom(col5, 101) from test")
+        tdSql.error("select bottom(col6, 0) from test")
+        tdSql.error("select bottom(col6, 101) from test")        
+        tdSql.error("select bottom(col7, 10) from test")        
+        tdSql.error("select bottom(col8, 10) from test")
+        tdSql.error("select bottom(col9, 10) from test")
+
+        tdSql.query("select bottom(col1, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 1, 2)
+
+        tdSql.query("select bottom(col2, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 1, 2)
+
+        tdSql.query("select bottom(col3, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 1, 2)
+
+        tdSql.query("select bottom(col4, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 1)
+        tdSql.checkData(1, 1, 2)
+
+        tdSql.query("select bottom(col5, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 0.1)
+        tdSql.checkData(1, 1, 1.1)
+
+        tdSql.query("select bottom(col6, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 0.1)
+        tdSql.checkData(1, 1, 1.1)
+                   
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_count_restart.py

@@ -0,0 +1,79 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        #tdSql.execute('''create table test(ts timestamp, col1 tinyint, col2 smallint, col3 int, col4 bigint, col5 float, col6 double, 
+        #            col7 bool, col8 binary(20), col9 nchar(20)) tags(loc nchar(20))''')
+        #tdSql.execute("create table test1 using test tags('beijing')")
+        #for i in range(self.rowNum):
+        #    tdSql.execute("insert into test1 values(%d, %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d')" 
+        #                % (self.ts + i, i + 1, i + 1, i + 1, i + 1, i + 0.1, i + 0.1, i % 2, i + 1, i + 1))
+        
+        # Count verifacation
+        tdSql.query("select count(*) from test")        
+        tdSql.checkData(0, 0, 11)
+
+        tdSql.query("select count(ts) from test")        
+        tdSql.checkData(0, 0, 11)                        
+        tdSql.query("select count(col1) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col2) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col3) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col4) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col5) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col6) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col7) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col8) from test")        
+        tdSql.checkData(0, 0, 11)
+        tdSql.query("select count(col9) from test")        
+        tdSql.checkData(0, 0, 11)
+
+        #tdSql.execute("alter table test add column col10 int")
+        #tdSql.query("select count(col10) from test")        
+        #tdSql.checkRows(0)
+
+        ##tdSql.execute("insert into test1 values(now, 1, 2, 3, 4, 1.1, 2.2, false, 'test', 'test' 1)")
+        tdSql.query("select count(col10) from test")        
+        tdSql.checkData(0, 0, 1)        
+              
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_diff_restart.py

@@ -0,0 +1,99 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        #tdSql.execute('''create table test(ts timestamp, col1 tinyint, col2 smallint, col3 int, col4 bigint, col5 float, col6 double, 
+        #            col7 bool, col8 binary(20), col9 nchar(20)) tags(loc nchar(20))''')
+        #tdSql.execute("create table test1 using test tags('beijing')")
+        #tdSql.execute("insert into test1 values(%d, 0, 0, 0, 0, 0.0, 0.0, False, ' ', ' ')" % (self.ts - 1))
+        
+        # diff verifacation 
+        #tdSql.query("select diff(col1) from test1")
+        #tdSql.checkRows(0)
+        #
+        #tdSql.query("select diff(col2) from test1")
+        #tdSql.checkRows(0)
+
+        #tdSql.query("select diff(col3) from test1")
+        #tdSql.checkRows(0)
+
+        #tdSql.query("select diff(col4) from test1")
+        #tdSql.checkRows(0)
+
+        #tdSql.query("select diff(col5) from test1")
+        #tdSql.checkRows(0)
+
+        #tdSql.query("select diff(col6) from test1")
+        #tdSql.checkRows(0)
+
+        #for i in range(self.rowNum):
+        #    tdSql.execute("insert into test1 values(%d, %d, %d, %d, %d, %f, %f, %d, 'taosdata%d', '涛思数据%d')" 
+        #                % (self.ts + i, i + 1, i + 1, i + 1, i + 1, i + 0.1, i + 0.1, i % 2, i + 1, i + 1))                                
+        
+        tdSql.error("select diff(ts) from test")
+        tdSql.error("select diff(ts) from test1")
+        tdSql.error("select diff(col1) from test")
+        tdSql.error("select diff(col2) from test")
+        tdSql.error("select diff(col3) from test")
+        tdSql.error("select diff(col4) from test")
+        tdSql.error("select diff(col5) from test")
+        tdSql.error("select diff(col6) from test")
+        tdSql.error("select diff(col7) from test")     
+        tdSql.error("select diff(col7) from test1")               
+        tdSql.error("select diff(col8) from test") 
+        tdSql.error("select diff(col8) from test1")
+        tdSql.error("select diff(col9) from test")        
+        tdSql.error("select diff(col9) from test1")
+        
+        tdSql.query("select diff(col1) from test1")
+        tdSql.checkRows(10)
+
+        tdSql.query("select diff(col2) from test1")
+        tdSql.checkRows(10)
+
+        tdSql.query("select diff(col3) from test1")
+        tdSql.checkRows(10)
+
+        tdSql.query("select diff(col4) from test1")
+        tdSql.checkRows(10)
+
+        tdSql.query("select diff(col5) from test1")
+        tdSql.checkRows(10)
+
+        tdSql.query("select diff(col6) from test1")
+        tdSql.checkRows(10)
+        
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_first_restart.py

@@ -0,0 +1,78 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        tdSql.query("select first(*) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 1, 1)
+
+        tdSql.query("select first(col1) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 1)
+
+        tdSql.query("select first(col2) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 1)
+
+        tdSql.query("select first(col3) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 1)
+
+        tdSql.query("select first(col4) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 1)
+
+        tdSql.query("select first(col5) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 0.1)
+
+        tdSql.query("select first(col6) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 0.1)
+
+        tdSql.query("select first(col7) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, False)
+
+        tdSql.query("select first(col8) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 'taosdata1')
+
+        tdSql.query("select first(col9) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, '涛思数据1')
+                
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_last_restart.py

@@ -0,0 +1,78 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        tdSql.query("select last(*) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 1, 10)
+
+        tdSql.query("select last(col1) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last(col2) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last(col3) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last(col4) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last(col5) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+
+        tdSql.query("select last(col6) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+
+        tdSql.query("select last(col7) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, True)
+
+        tdSql.query("select last(col8) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 'taosdata10')
+
+        tdSql.query("select last(col9) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, '涛思数据10')
+                
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_last_row_restart.py

@@ -0,0 +1,78 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        tdSql.query("select last_row(*) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 1, 10)
+
+        tdSql.query("select last_row(col1) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last_row(col2) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last_row(col3) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last_row(col4) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select last_row(col5) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+
+        tdSql.query("select last_row(col6) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+
+        tdSql.query("select last_row(col7) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, True)
+
+        tdSql.query("select last_row(col8) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 'taosdata10')
+
+        tdSql.query("select last_row(col9) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, '涛思数据10')
+                
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_leastsquares_restart.py

@@ -0,0 +1,68 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        # leastsquares verifacation 
+        tdSql.error("select leastsquares(ts, 1, 1) from test1")
+        tdSql.error("select leastsquares(col1, 1, 1) from test")
+        tdSql.error("select leastsquares(col2, 1, 1) from test")
+        tdSql.error("select leastsquares(col3, 1, 1) from test")
+        tdSql.error("select leastsquares(col4, 1, 1) from test")
+        tdSql.error("select leastsquares(col5, 1, 1) from test")
+        tdSql.error("select leastsquares(col6, 1, 1) from test")
+        tdSql.error("select leastsquares(col7, 1, 1) from test1")
+        tdSql.error("select leastsquares(col8, 1, 1) from test1")
+        tdSql.error("select leastsquares(col9, 1, 1) from test1")
+                
+        tdSql.query("select leastsquares(col1, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:0.000000}')
+
+        tdSql.query("select leastsquares(col2, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:0.000000}')
+
+        tdSql.query("select leastsquares(col3, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:0.000000}')
+
+        tdSql.query("select leastsquares(col4, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:0.000000}')
+
+        tdSql.query("select leastsquares(col5, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:-0.900000}')
+
+        tdSql.query("select leastsquares(col6, 1, 1) from test1")
+        tdSql.checkData(0, 0, '{slop:1.000000, intercept:-0.900000}')
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_max_restart.py

@@ -0,0 +1,76 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db") 
+
+        intData = []        
+        floatData = []
+
+        #tdSql.execute('''create table test(ts timestamp, col1 tinyint, col2 smallint, col3 int, col4 bigint, col5 float, col6 double, 
+        #             col7 bool, col8 binary(20), col9 nchar(20)) tags(loc nchar(20))''')
+        #tdSql.execute("create table test1 using test tags('beijing')")
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # max verifacation 
+        tdSql.error("select max(ts) from test")
+        tdSql.error("select max(ts) from test1")
+        tdSql.error("select max(col7) from test")
+        tdSql.error("select max(col7) from test1")
+        tdSql.error("select max(col8) from test")
+        tdSql.error("select max(col8) from test1")
+        tdSql.error("select max(col9) from test")
+        tdSql.error("select max(col9) from test1")
+        
+        tdSql.query("select max(col1) from test1")
+        tdSql.checkData(0, 0, np.max(intData))
+
+        tdSql.query("select max(col2) from test1")
+        tdSql.checkData(0, 0, np.max(intData))
+
+        tdSql.query("select max(col3) from test1")
+        tdSql.checkData(0, 0, np.max(intData))
+
+        tdSql.query("select max(col4) from test1")
+        tdSql.checkData(0, 0, np.max(intData))
+        
+        tdSql.query("select max(col5) from test1")
+        tdSql.checkData(0, 0, np.max(floatData))
+
+        tdSql.query("select max(col6) from test1")
+        tdSql.checkData(0, 0, np.max(floatData))
+        
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_min_restart.py

@@ -0,0 +1,73 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # min verifacation 
+        tdSql.error("select min(ts) from test")
+        tdSql.error("select min(ts) from test1")
+        tdSql.error("select min(col7) from test")
+        tdSql.error("select min(col7) from test1")
+        tdSql.error("select min(col8) from test")
+        tdSql.error("select min(col8) from test1")
+        tdSql.error("select min(col9) from test")
+        tdSql.error("select min(col9) from test1")
+        
+        tdSql.query("select min(col1) from test1")
+        tdSql.checkData(0, 0, np.min(intData))
+
+        tdSql.query("select min(col2) from test1")
+        tdSql.checkData(0, 0, np.min(intData))
+
+        tdSql.query("select min(col3) from test1")
+        tdSql.checkData(0, 0, np.min(intData))
+
+        tdSql.query("select min(col4) from test1")
+        tdSql.checkData(0, 0, np.min(intData))
+        
+        tdSql.query("select min(col5) from test1")
+        tdSql.checkData(0, 0, np.min(floatData))
+
+        tdSql.query("select min(col6) from test1")
+        tdSql.checkData(0, 0, np.min(floatData))
+        
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_operations_restart.py

@@ -0,0 +1,70 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        # min verifacation 
+        tdSql.error("select ts + col1 from test")
+        tdSql.error("select ts + col1 from test1")
+        tdSql.error("select col1 + col7 from test")
+        tdSql.error("select col1 + col7 from test1")
+        tdSql.error("select col1 + col8 from test")
+        tdSql.error("select col1 + col8 from test1")
+        tdSql.error("select col1 + col9 from test")
+        tdSql.error("select col1 + col9 from test1")
+
+        tdSql.query("select col1 + col2 from test1")
+        tdSql.checkRows(11)
+        tdSql.checkData(0, 0, 2.0)        
+
+        tdSql.query("select col1 + col2 * col3 + col3 / col4 + col5 + col6 from test1")
+        tdSql.checkRows(11)
+        tdSql.checkData(0, 0, 3.2)
+
+        #tdSql.execute("insert into test1(ts, col1) values(%d, 11)" % (self.ts + 11))
+        tdSql.query("select col1 + col2 from test1")
+        tdSql.checkRows(11)
+        tdSql.checkData(10, 0, None)
+        
+        tdSql.query("select col1 + col2 * col3 from test1")
+        tdSql.checkRows(11)
+        tdSql.checkData(10, 0, None)
+
+        tdSql.query("select col1 + col2 * col3 + col3 / col4 + col5 + col6 from test1")
+        tdSql.checkRows(11)
+        tdSql.checkData(10, 0, None)
+
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_percentile_restart.py

@@ -0,0 +1,136 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # percentile verifacation 
+        tdSql.error("select percentile(ts 20) from test")
+        tdSql.error("select apercentile(ts 20) from test")
+        tdSql.error("select percentile(col7 20) from test")
+        tdSql.error("select apercentile(col7 20) from test")
+        tdSql.error("select percentile(col8 20) from test")        
+        tdSql.error("select apercentile(col8 20) from test")
+        tdSql.error("select percentile(col9 20) from test")
+        tdSql.error("select apercentile(col9 20) from test")        
+
+        tdSql.query("select percentile(col1, 0) from test")        
+        tdSql.checkData(0, 0, np.percentile(intData, 0))
+        tdSql.query("select apercentile(col1, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col1, 50) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 50))
+        tdSql.query("select apercentile(col1, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col1, 100) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 100))
+        tdSql.query("select apercentile(col1, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))  
+
+        tdSql.query("select percentile(col2, 0) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 0))
+        tdSql.query("select apercentile(col2, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col2, 50) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 50))
+        tdSql.query("select apercentile(col2, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col2, 100) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
+        tdSql.query("select apercentile(col2, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+
+        tdSql.query("select percentile(col3, 0) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 0))
+        tdSql.query("select apercentile(col3, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col3, 50) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 50))
+        tdSql.query("select apercentile(col3, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col3, 100) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 100))
+        tdSql.query("select apercentile(col3, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+
+        tdSql.query("select percentile(col4, 0) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 0))
+        tdSql.query("select apercentile(col4, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col4, 50) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 50))
+        tdSql.query("select apercentile(col4, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col4, 100) from test")
+        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
+        tdSql.query("select apercentile(col4, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+
+        tdSql.query("select percentile(col5, 0) from test")        
+        print("query result: %s" % tdSql.getData(0, 0))
+        print("array result: %s" % np.percentile(floatData, 0))
+        tdSql.query("select apercentile(col5, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col5, 50) from test")
+        print("query result: %s" % tdSql.getData(0, 0))
+        print("array result: %s" % np.percentile(floatData, 50))
+        tdSql.query("select apercentile(col5, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))        
+        tdSql.query("select percentile(col5, 100) from test")
+        print("query result: %s" % tdSql.getData(0, 0))
+        print("array result: %s" % np.percentile(floatData, 100)) 
+        tdSql.query("select apercentile(col5, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))     
+
+        tdSql.query("select percentile(col6, 0) from test")
+        tdSql.checkData(0, 0, np.percentile(floatData, 0))
+        tdSql.query("select apercentile(col6, 0) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col6, 50) from test")
+        tdSql.checkData(0, 0, np.percentile(floatData, 50))
+        tdSql.query("select apercentile(col6, 50) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))
+        tdSql.query("select percentile(col6, 100) from test")
+        tdSql.checkData(0, 0, np.percentile(floatData, 100)) 
+        tdSql.query("select apercentile(col6, 100) from test")
+        print("apercentile result: %s" % tdSql.getData(0, 0))       
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_spread_restart.py

@@ -0,0 +1,69 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")        
+       
+        tdSql.error("select spread(col7) from test")     
+        tdSql.error("select spread(col7) from test1")               
+        tdSql.error("select spread(col8) from test") 
+        tdSql.error("select spread(col8) from test1")
+        tdSql.error("select spread(col9) from test")        
+        tdSql.error("select spread(col9) from test1")
+        
+        tdSql.query("select spread(col1) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select spread(col2) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select spread(col3) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select spread(col4) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 10)
+
+        tdSql.query("select spread(col5) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+
+        tdSql.query("select spread(col6) from test1")
+        tdSql.checkRows(1)
+        tdSql.checkData(0, 0, 9.1)
+        
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_stddev_restart.py

@@ -0,0 +1,75 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # stddev verifacation 
+        tdSql.error("select stddev(ts) from test1")
+        tdSql.error("select stddev(col1) from test")
+        tdSql.error("select stddev(col2) from test")
+        tdSql.error("select stddev(col3) from test")
+        tdSql.error("select stddev(col4) from test")
+        tdSql.error("select stddev(col5) from test")
+        tdSql.error("select stddev(col6) from test")
+        tdSql.error("select stddev(col7) from test1")
+        tdSql.error("select stddev(col8) from test1")
+        tdSql.error("select stddev(col9) from test1")
+
+        tdSql.query("select stddev(col1) from test1")
+        tdSql.checkData(0, 0, np.std(intData))
+
+        tdSql.query("select stddev(col2) from test1")
+        tdSql.checkData(0, 0, np.std(intData))
+
+        tdSql.query("select stddev(col3) from test1")
+        tdSql.checkData(0, 0, np.std(intData))
+
+        tdSql.query("select stddev(col4) from test1")
+        tdSql.checkData(0, 0, np.std(intData))
+
+        tdSql.query("select stddev(col5) from test1")
+        tdSql.checkData(0, 0, np.std(floatData))
+
+        tdSql.query("select stddev(col6) from test1")
+        tdSql.checkData(0, 0, np.std(floatData))
+            
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_sum_restart.py

@@ -0,0 +1,64 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # sum verifacation 
+        tdSql.error("select sum(ts) from test")
+        tdSql.error("select sum(col7) from test")
+        tdSql.error("select sum(col8) from test")
+        tdSql.error("select sum(col9) from test")
+
+        tdSql.query("select sum(col1) from test")
+        tdSql.checkData(0, 0, np.sum(intData))
+        tdSql.query("select sum(col2) from test")
+        tdSql.checkData(0, 0, np.sum(intData))
+        tdSql.query("select sum(col3) from test")
+        tdSql.checkData(0, 0, np.sum(intData))
+        tdSql.query("select sum(col4) from test")
+        tdSql.checkData(0, 0, np.sum(intData))
+        tdSql.query("select sum(col5) from test")
+        tdSql.checkData(0, 0, np.sum(floatData)) 
+        tdSql.query("select sum(col6) from test")
+        tdSql.checkData(0, 0, np.sum(floatData))              
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_top_restart.py

@@ -0,0 +1,93 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # top verifacation 
+        tdSql.error("select top(ts, 10) from test")
+        tdSql.error("select top(col1, 0) from test")
+        tdSql.error("select top(col1, 101) from test")
+        tdSql.error("select top(col2, 0) from test")
+        tdSql.error("select top(col2, 101) from test")
+        tdSql.error("select top(col3, 0) from test")
+        tdSql.error("select top(col3, 101) from test")
+        tdSql.error("select top(col4, 0) from test")
+        tdSql.error("select top(col4, 101) from test")
+        tdSql.error("select top(col5, 0) from test")
+        tdSql.error("select top(col5, 101) from test")
+        tdSql.error("select top(col6, 0) from test")
+        tdSql.error("select top(col6, 101) from test")        
+        tdSql.error("select top(col7, 10) from test")        
+        tdSql.error("select top(col8, 10) from test")
+        tdSql.error("select top(col9, 10) from test")
+
+        tdSql.query("select top(col1, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 9)
+        tdSql.checkData(1, 1, 10)
+
+        tdSql.query("select top(col2, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 9)
+        tdSql.checkData(1, 1, 10)
+
+        tdSql.query("select top(col3, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 9)
+        tdSql.checkData(1, 1, 10)
+
+        tdSql.query("select top(col4, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 9)
+        tdSql.checkData(1, 1, 10)
+
+        tdSql.query("select top(col5, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 8.1)
+        tdSql.checkData(1, 1, 9.1)
+
+        tdSql.query("select top(col6, 2) from test")
+        tdSql.checkRows(2)
+        tdSql.checkData(0, 1, 8.1)
+        tdSql.checkData(1, 1, 9.1)
+                   
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/functions/function_twa_restart.py

@@ -0,0 +1,130 @@
+###################################################################
+#           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 taos
+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+
+
+class TDTestCase:
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+
+        self.rowNum = 10
+        self.ts = 1537146000000
+        
+    def run(self):
+        tdSql.execute("use db")
+
+        intData = []        
+        floatData = []
+
+        for i in range(self.rowNum):
+            intData.append(i + 1)            
+            floatData.append(i + 0.1)                        
+
+        # twa verifacation 
+        tdSql.error("select twa(ts) from test")
+        tdSql.error("select twa(ts) from test1")
+
+        tdSql.error("select twa(col1) from test")
+        tdSql.error("select twa(col1) from test1")
+
+        tdSql.error("select twa(col2) from test")
+        tdSql.error("select twa(col2) from test1")
+
+        tdSql.error("select twa(col3) from test")
+        tdSql.error("select twa(col3) from test1")
+
+        tdSql.error("select twa(col4) from test")
+        tdSql.error("select twa(col4) from test1")
+
+        tdSql.error("select twa(col5) from test")
+        tdSql.error("select twa(col5) from test1")
+
+        tdSql.error("select twa(col6) from test")
+        tdSql.error("select twa(col6) from test1")        
+
+        tdSql.error("select twa(col7) from test")
+        tdSql.error("select twa(col7) from test1")
+
+        tdSql.error("select twa(col8) from test")
+        tdSql.error("select twa(col8) from test1")
+
+        tdSql.error("select twa(col9) from test")
+        tdSql.error("select twa(col9) from test1")
+
+        tdSql.error("select twa(col1) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col1) from test1 where ts > %d" % self.ts)
+
+        tdSql.error("select twa(col2) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col2) from test1 where ts > %d" % self.ts)
+
+        tdSql.error("select twa(col3) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col3) from test1 where ts > %d" % self.ts)
+
+        tdSql.error("select twa(col4) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col4) from test1 where ts > %d" % self.ts)
+            
+        tdSql.error("select twa(col5) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col5) from test1 where ts > %d" % self.ts)
+
+        tdSql.error("select twa(col6) from test where ts > %d" % self.ts)
+        tdSql.error("select twa(col6) from test1 where ts > %d" % self.ts)
+
+        tdSql.error("select twa(col1) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col1) from test1 where ts < %d" % (self.ts + self.rowNum))
+
+        tdSql.error("select twa(col2) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col2) from test1 where ts < %d" % (self.ts + self.rowNum))
+
+        tdSql.error("select twa(col3) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col3) from test1 where ts < %d" % (self.ts + self.rowNum))
+
+        tdSql.error("select twa(col4) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col4) from test1 where ts < %d" % (self.ts + self.rowNum))
+
+        tdSql.error("select twa(col5) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col5) from test1 where ts < %d" % (self.ts + self.rowNum))
+
+        tdSql.error("select twa(col6) from test where ts < %d" % (self.ts + self.rowNum))
+        tdSql.error("select twa(col6) from test1 where ts < %d" % (self.ts + self.rowNum))
+        
+        tdSql.query("select twa(col1) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+        tdSql.query("select twa(col1) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+        tdSql.query("select twa(col2) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+        tdSql.query("select twa(col2) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+        tdSql.query("select twa(col3) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+        tdSql.query("select twa(col3) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+        tdSql.query("select twa(col4) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum)) 
+        tdSql.query("select twa(col4) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+        tdSql.query("select twa(col5) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum)) 
+        tdSql.query("select twa(col5) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+        tdSql.query("select twa(col6) from test where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))         
+        tdSql.query("select twa(col6) from test1 where ts > %d  and ts < %d" % (self.ts, self.ts + self.rowNum))
+
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/pytest/test.py

@@ -16,6 +16,7 @@
 import sys
 import getopt
 import subprocess
+import time
 from distutils.log import warn as printf
 
 from util.log import *
@@ -33,7 +34,8 @@ if __name__ == "__main__":
     valgrind = 0
     logSql = True
     stop = 0
-    opts, args = getopt.gnu_getopt(sys.argv[1:], 'f:p:m:l:scgh', [
+    restart = False
+    opts, args = getopt.gnu_getopt(sys.argv[1:], 'f:p:m:l:scghr', [
         'file=', 'path=', 'master', 'logSql', 'stop', 'cluster', 'valgrind', 'help'])
     for key, value in opts:
         if key in ['-h', '--help']:
@@ -46,8 +48,12 @@ if __name__ == "__main__":
             tdLog.printNoPrefix('-s stop All dnodes')
             tdLog.printNoPrefix('-c Test Cluster Flag')
             tdLog.printNoPrefix('-g valgrind Test Flag')
+            tdLog.printNoPrefix('-r taosd restart test')
             sys.exit(0)
 
+        if key in ['-r', '--restart']: 
+            restart = True
+
         if key in ['-f', '--file']:
             fileName = value
 
@@ -138,5 +144,19 @@ if __name__ == "__main__":
             tdCases.runAllLinux(conn)
         else:
             tdCases.runOneLinux(conn, fileName)
-
+    if restart:
+        if fileName == "all":
+            tdLog.info("not need to query ")
+        else:    
+            sp = fileName.rsplit(".", 1)
+            if len(sp) == 2 and sp[1] == "py":
+                tdDnodes.stopAll()
+                tdDnodes.start(1)
+                time.sleep(1)            
+                conn = taos.connect( host, config=tdDnodes.getSimCfgPath())
+                tdLog.info("Procedures for tdengine deployed in %s" % (host))
+                tdLog.info("query test after taosd restart")
+                tdCases.runOneLinux(conn, sp[0] + "_" + "restart.py")
+            else:
+                tdLog.info("not need to query")
     conn.close()