add case for twa function

tests/system-test/2-query/twa.py

+from util.log import *
+from util.cases import *
+from util.sql import *
+import numpy as np
+import random ,os ,sys
+import platform
+import math
+
+class TDTestCase:
+    updatecfgDict = {'debugFlag': 143 ,"cDebugFlag":143,"uDebugFlag":143 ,"rpcDebugFlag":143 , "tmrDebugFlag":143 , 
+    "jniDebugFlag":143 ,"simDebugFlag":143,"dDebugFlag":143, "dDebugFlag":143,"vDebugFlag":143,"mDebugFlag":143,"qDebugFlag":143,
+    "wDebugFlag":143,"sDebugFlag":143,"tsdbDebugFlag":143,"tqDebugFlag":143 ,"fsDebugFlag":143 ,"fnDebugFlag":143,
+    "maxTablesPerVnode":2 ,"minTablesPerVnode":2,"tableIncStepPerVnode":2 }
+
+    def init(self, conn, logSql):
+        tdLog.debug("start to execute %s" % __file__)
+        tdSql.init(conn.cursor())
+        self.vnode_disbutes = None
+        self.ts = 1537146000000
+        self.tb_nums = 20
+        self.row_nums = 100
+        self.time_step = 1000
+
+
+    def check_stddev_functions(self, tbname , col_name):
+
+        stddev_sql = f"select stddev({col_name}) from {tbname};"
+
+        same_sql = f"select {col_name} from {tbname} where {col_name} is not null "
+   
+        tdSql.query(same_sql)
+        pre_data = np.array(tdSql.queryResult)[np.array(tdSql.queryResult) != None]
+        if (platform.system().lower() == 'windows' and pre_data.dtype == 'int32'):
+            pre_data = np.array(pre_data, dtype = 'int64')
+        pre_avg = np.sum(pre_data)/len(pre_data)
+
+        # Calculate variance
+        stddev_result = 0 
+        for num in tdSql.queryResult:
+            stddev_result += (num-pre_avg)*(num-pre_avg)/len(tdSql.queryResult)
+
+        stddev_result = math.sqrt(stddev_result)
+
+        tdSql.query(stddev_sql)
+        
+        if -0.0001 < tdSql.queryResult[0][0]-stddev_result < 0.0001:
+            tdLog.info(" sql:%s; row:0 col:0 data:%d , expect:%d"%(stddev_sql,tdSql.queryResult[0][0],stddev_result))
+        else:
+            tdLog.exit(" sql:%s; row:0 col:0 data:%d , expect:%d"%(stddev_sql,tdSql.queryResult[0][0],stddev_result))
+
+    def prepare_datas_of_distribute(self):
+        
+        # prepate datas for  20 tables distributed at different vgroups
+        tdSql.execute("create database if not exists testdb keep 3650 duration 1000 vgroups 5")
+        tdSql.execute(" use testdb ")
+        tdSql.execute(
+            '''create table stb1
+            (ts timestamp, c1 int, c2 bigint, c3 smallint, c4 tinyint, c5 float, c6 double, c7 bool, c8 binary(16),c9 nchar(32), c10 timestamp)
+            tags (t0 timestamp, t1 int, t2 bigint, t3 smallint, t4 tinyint, t5 float, t6 double, t7 bool, t8 binary(16),t9 nchar(32))
+            '''
+        )
+        
+        for i in range(self.tb_nums):
+            tdSql.execute(f'create table ct{i+1} using stb1 tags ( now(), {1*i}, {11111*i}, {111*i}, {11*i}, {1.11*i}, {11.11*i}, {i%2}, "binary{i}", "nchar{i}" )')
+            ts = self.ts
+            for j in range(self.row_nums):
+                ts+=j*self.time_step 
+                tdSql.execute(
+                    f"insert into ct{i+1} values({ts}, 1, 11111, 111, 1, 1.11, 11.11, 2, 'binary{j}', 'nchar{j}', now()+{1*j}a )"
+                )
+           
+        tdSql.execute("insert into ct1 values (now()-810d, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ")
+        tdSql.execute("insert into ct1 values (now()-400d, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL ) ")
+        tdSql.execute("insert into ct1 values (now()+90d, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL, NULL  ) ")
+
+        tdLog.info(" prepare data for distributed_aggregate done! ")
+
+    def check_distribute_datas(self):
+        # get vgroup_ids of all
+        tdSql.query("show vgroups ")
+        vgroups = tdSql.queryResult
+
+        vnode_tables={}
+        
+        for vgroup_id in vgroups:
+            vnode_tables[vgroup_id[0]]=[]
+        
+
+        # check sub_table of per vnode ,make sure sub_table has been distributed
+        tdSql.query("show tables like 'ct%'")
+        table_names = tdSql.queryResult
+        tablenames = []
+        for table_name in table_names:
+            vnode_tables[table_name[6]].append(table_name[0]) 
+        self.vnode_disbutes = vnode_tables
+
+        count = 0
+        for k ,v in vnode_tables.items():
+            if len(v)>=2:
+                count+=1
+        if count < 2:
+            tdLog.exit(" the datas of all not satisfy sub_table has been distributed ")
+
+    def distribute_twa_query(self):
+        # basic filter
+        tdSql.query(" select twa(c1) from ct1  ")
+        tdSql.checkData(0,0,1.000000000)
+
+        tdSql.query(" select twa(c1) from stb1 partition by tbname  ")
+        tdSql.checkRows(self.tb_nums)
+        tdSql.checkData(0,0,1.000000000)
+
+        tdSql.query(" select twa(c2) from stb1 group by tbname ")
+        tdSql.checkRows(self.tb_nums)
+        tdSql.checkData(0,0,11111.000000000)
+
+        tdSql.query("select twa(c1+c2) from stb1 partition by tbname ")
+        tdSql.checkData(0,0,11112.000000000)
+
+        tdSql.query("select twa(c1) from stb1 partition by t1")
+        tdSql.checkRows(self.tb_nums)
+        tdSql.checkData(0,0,1.000000000)
+
+        # union all 
+        tdSql.query(" select twa(c1) from stb1 partition by tbname union all select twa(c1) from stb1 partition by tbname ")
+        tdSql.checkRows(40)
+        tdSql.checkData(0,0,1.000000000)
+
+        # join 
+
+        tdSql.execute(" create database if not exists db ")
+        tdSql.execute(" use db ")
+        tdSql.execute(" create stable st (ts timestamp , c1 int ,c2 float) tags(t1 int) ")
+        tdSql.execute(" create table tb1 using st tags(1) ")
+        tdSql.execute(" create table tb2 using st tags(2) ")
+
+        
+        for i in range(10):
+            ts = i*10 + self.ts
+            tdSql.execute(f" insert into tb1 values({ts},{i},{i}.0)")
+            tdSql.execute(f" insert into tb2 values({ts},{i},{i}.0)")
+
+        tdSql.query(" select twa(tb1.c1), twa(tb2.c2) from tb1, tb2 where tb1.ts=tb2.ts ")
+        tdSql.checkRows(1)
+        tdSql.checkData(0,0,4.500000000)
+        tdSql.checkData(0,1,4.500000000)
+
+        # group by 
+        tdSql.execute(" use testdb ")
+
+        # mixup with other functions
+        tdSql.query(" select twa(c1),twa(c2),max(c1),elapsed(ts) from stb1 ")
+        tdSql.checkData(0,0,1.000000000)
+        tdSql.checkData(0,1,11111.000000000)
+        tdSql.checkData(0,2,1)
+
+
+    def run(self):
+
+        self.prepare_datas_of_distribute()
+        self.check_distribute_datas()
+        self.distribute_twa_query()
+
+    
+    def stop(self):
+        tdSql.close()
+        tdLog.success("%s successfully executed" % __file__)
+
+tdCases.addWindows(__file__, TDTestCase())
+tdCases.addLinux(__file__, TDTestCase())

tests/system-test/fulltest.sh

@@ -105,6 +105,7 @@ python3 ./test.py -f 2-query/distribute_agg_min.py
 python3 ./test.py -f 2-query/distribute_agg_sum.py
 python3 ./test.py -f 2-query/distribute_agg_spread.py
 python3 ./test.py -f 2-query/distribute_agg_apercentile.py
+python3 ./test.py -f 2-query/twa.py
 
 python3 ./test.py -f 6-cluster/5dnode1mnode.py 
 python3 ./test.py -f 6-cluster/5dnode2mnode.py