###################################################################
#           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 random
import string
import os
import sys
import time
from util.log import tdLog
from util.cases import tdCases
from util.sql import tdSql
from util.dnodes import tdDnodes
from util.dnodes import *

class TDTestCase:
    updatecfgDict={'maxSQLLength':1048576}

    def init(self, conn, logSql):
        tdLog.debug("start to execute %s" % __file__)
        tdSql.init(conn.cursor(), logSql)

        os.system("rm -rf query/nestedQuery/nestedQuery.py.sql")
        now = time.time()
        self.ts = int(round(now * 1000))
        self.num = 10
        self.fornum = 20

    def get_random_string(self, length):
        letters = string.ascii_lowercase
        result_str = ''.join(random.choice(letters) for i in range(length))
        return result_str
    
    def getBuildPath(self):
        selfPath = os.path.dirname(os.path.realpath(__file__))

        if ("community" in selfPath):
            projPath = selfPath[:selfPath.find("community")]
        else:
            projPath = selfPath[:selfPath.find("tests")]

        for root, dirs, files in os.walk(projPath):
            if ("taosd" in files):
                rootRealPath = os.path.dirname(os.path.realpath(root))
                if ("packaging" not in rootRealPath):
                    buildPath = root[:len(root)-len("/build/bin")]
                    break
        return buildPath
    
    def restartDnodes(self):
        tdDnodes.stop(1)
        tdDnodes.start(1)

    def dropandcreateDB(self,n):
        for i in range(n):
            tdSql.execute('''drop database if exists db ;''')
            tdSql.execute('''create database db;''')
            tdSql.execute('''use db;''')

            tdSql.execute('''create stable stable_1
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) 
                        tags(loc nchar(20) , t_int int , t_bigint bigint , t_smallint smallint , t_tinyint tinyint, 
                        t_bool bool , t_binary binary(20) , t_nchar nchar(20) ,t_float float , t_double double , t_ts timestamp);''')
            tdSql.execute('''create stable stable_2
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) 
                        tags(loc nchar(20) , t_int int , t_bigint bigint , t_smallint smallint , t_tinyint tinyint, 
                        t_bool bool , t_binary binary(20) , t_nchar nchar(20) ,t_float float , t_double double , t_ts timestamp);''')
            tdSql.execute('''create stable stable_3
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) 
                        tags(loc nchar(20) , t_int int , t_bigint bigint , t_smallint smallint , t_tinyint tinyint, 
                        t_bool bool , t_binary binary(20) , t_nchar nchar(20) ,t_float float , t_double double , t_ts timestamp);''')

            tdSql.execute('''create table table_0 using stable_1 
                        tags('table_0' , '0' , '0' , '0' , '0' , 0 , '0' , '0' , '0' , '0' ,'0')''')
            tdSql.execute('''create table table_1 using stable_1 
                        tags('table_1' , '2147483647' , '9223372036854775807' , '32767' , '127' , 1 , 
                        'binary1' , 'nchar1' , '1' , '11' , \'1999-09-09 09:09:09.090\')''')
            tdSql.execute('''create table table_2 using stable_1 
                        tags('table_2' , '-2147483647' , '-9223372036854775807' , '-32767' , '-127' , false , 
                        'binary2' , 'nchar2nchar2' , '-2.2' , '-22.22' , \'2099-09-09 09:09:09.090\')''')
            tdSql.execute('''create table table_3 using stable_1 
                        tags('table_3' , '3' , '3' , '3' , '3' , true , 'binary3' , 'nchar3' , '33.33' , '3333.3333' , '0')''')
            tdSql.execute('''create table table_4 using stable_1 
                        tags('table_4' , '4' , '4' , '4' , '4' , false , 'binary4' , 'nchar4' , '-444.444' , '-444444.444444' , '0')''')
            tdSql.execute('''create table table_5 using stable_1 
                        tags('table_5' , '5' , '5' , '5' , '5' , true , 'binary5' , 'nchar5' , '5555.5555' , '55555555.55555555' , '0')''')
            tdSql.execute('''create table table_21 using stable_2 
                        tags('table_5' , '5' , '5' , '5' , '5' , true , 'binary5' , 'nchar5' , '5555.5555' , '55555555.55555555' , '0')''')
            tdSql.execute('''create table table_31 using stable_3 
                        tags('table_5' , '5' , '5' , '5' , '5' , true , 'binary5' , 'nchar5' , '5555.5555' , '55555555.55555555' , '0')''')

            #regular table
            tdSql.execute('''create table regular_table_1
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) ;''')
            tdSql.execute('''create table regular_table_2
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) ;''')
            tdSql.execute('''create table regular_table_3
                        (ts timestamp , q_int int , q_bigint bigint , q_smallint smallint , q_tinyint tinyint, 
                        q_bool bool , q_binary binary(20) , q_nchar nchar(20) ,q_float float , q_double double , q_ts timestamp) ;''')

            for i in range(self.num):        
                tdSql.execute('''insert into table_0 values(%d, %d, %d, %d, %d, 0, 'binary.%s', 'nchar.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into table_1 values(%d, %d, %d, %d, %d, 1, 'binary1.%s', 'nchar1.%s', %f, %f, %d)''' 
                                % (self.ts + i, 2147483647-i, 9223372036854775807-i, 32767-i, 127-i, 
                                i, i, random.random(), random.random(), 1262304000001 + i))
                tdSql.execute('''insert into table_2 values(%d, %d, %d, %d, %d, true, 'binary2.%s', 'nchar2nchar2.%s', %f, %f, %d)''' 
                                % (self.ts + i, -2147483647+i, -9223372036854775807+i, -32767+i, -127+i, 
                                i, i, random.uniform(-1,0), random.uniform(-1,0), 1577836800001 + i))
                tdSql.execute('''insert into table_3 values(%d, %d, %d, %d, %d, false, 'binary3.%s', 'nchar3.%s', %f, %f, %d)''' 
                                % (self.ts + i, random.randint(-2147483647, 2147483647), 
                                random.randint(-9223372036854775807, 9223372036854775807), random.randint(-32767, 32767),
                                random.randint(-127, 127), random.randint(-100, 100), random.randint(-10000, 10000), 
                                random.uniform(-100000,100000), random.uniform(-1000000000,1000000000), self.ts + i))
                tdSql.execute('''insert into table_4 values(%d, %d, %d, %d, %d, true, 'binary4.%s', 'nchar4.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into table_5 values(%d, %d, %d, %d, %d, false, 'binary5.%s', 'nchar5.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i))  
                tdSql.execute('''insert into table_21 values(%d, %d, %d, %d, %d, false, 'binary5.%s', 'nchar5.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i)) 

                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, 0, 'binary.%s', 'nchar.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, 1, 'binary1.%s', 'nchar1.%s', %f, %f, %d)''' 
                                % (self.ts + 100 + i, 2147483647-i, 9223372036854775807-i, 32767-i, 127-i, 
                                i, i, random.random(), random.random(), 1262304000001 + i))
                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, true, 'binary2.%s', 'nchar2nchar2.%s', %f, %f, %d)''' 
                                % (self.ts + 200 + i, -2147483647+i, -9223372036854775807+i, -32767+i, -127+i, 
                                i, i, random.uniform(-1,0), random.uniform(-1,0), 1577836800001 + i))
                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, false, 'binary3.%s', 'nchar3.%s', %f, %f, %d)''' 
                                % (self.ts + 300 + i, random.randint(-2147483647, 2147483647), 
                                random.randint(-9223372036854775807, 9223372036854775807), random.randint(-32767, 32767),
                                random.randint(-127, 127), random.randint(-100, 100), random.randint(-10000, 10000), 
                                random.uniform(-100000,100000), random.uniform(-1000000000,1000000000), self.ts + i))
                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, true, 'binary4.%s', 'nchar4.%s', %f, %f, %d)''' 
                                % (self.ts + 400 + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into regular_table_1 values(%d, %d, %d, %d, %d, false, 'binary5.%s', 'nchar5.%s', %f, %f, %d)''' 
                                % (self.ts + 500 + i, i, i, i, i, i, i, i, i, self.ts + i)) 
                
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, 0, 'binary.%s', 'nchar.%s', %f, %f, %d)''' 
                                % (self.ts + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, 1, 'binary1.%s', 'nchar1.%s', %f, %f, %d)''' 
                                % (self.ts + 100 + i, 2147483647-i, 9223372036854775807-i, 32767-i, 127-i, 
                                i, i, random.random(), random.random(), 1262304000001 + i))
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, true, 'binary2.%s', 'nchar2nchar2.%s', %f, %f, %d)''' 
                                % (self.ts + 200 + i, -2147483647+i, -9223372036854775807+i, -32767+i, -127+i, 
                                i, i, random.uniform(-1,0), random.uniform(-1,0), 1577836800001 + i))
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, false, 'binary3.%s', 'nchar3.%s', %f, %f, %d)''' 
                                % (self.ts + 300 + i, random.randint(-2147483647, 2147483647), 
                                random.randint(-9223372036854775807, 9223372036854775807), random.randint(-32767, 32767),
                                random.randint(-127, 127), random.randint(-100, 100), random.randint(-10000, 10000), 
                                random.uniform(-100000,100000), random.uniform(-1000000000,1000000000), self.ts + i))
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, true, 'binary4.%s', 'nchar4.%s', %f, %f, %d)''' 
                                % (self.ts + 400 + i, i, i, i, i, i, i, i, i, self.ts + i))
                tdSql.execute('''insert into regular_table_2 values(%d, %d, %d, %d, %d, false, 'binary5.%s', 'nchar5.%s', %f, %f, %d)''' 
                                % (self.ts + 500 + i, i, i, i, i, i, i, i, i, self.ts + i)) 

    def run(self):
        tdSql.prepare()
        # test case for https://jira.taosdata.com:18080/browse/TD-5665
        os.system("rm -rf nestedQuery.py.sql")
        startTime = time.time() 

        dcDB = self.dropandcreateDB(1)

        # regular column select
        q_select= ['ts' , '*' , 'q_int', 'q_bigint' , 'q_bigint' , 'q_smallint' , 'q_tinyint' , 'q_bool' , 'q_binary' , 'q_nchar' ,'q_float' , 'q_double' ,'q_ts ']

        # tag column select
        t_select= ['*' , 'loc' ,'t_int', 't_bigint' , 't_bigint' , 't_smallint' , 't_tinyint' , 't_bool' , 't_binary' , 't_nchar' ,'t_float' , 't_double' ,'t_ts ']

        # regular and tag column select
        qt_select=  q_select + t_select

        # distinct regular column select
        dq_select= ['distinct q_int', 'distinct q_bigint' , 'distinct q_smallint' , 'distinct q_tinyint' , 
                'distinct q_bool' , 'distinct q_binary' , 'distinct q_nchar' ,'distinct q_float' , 'distinct q_double' ,'distinct q_ts ']

        # distinct tag column select
        dt_select= ['distinct loc', 'distinct t_int', 'distinct t_bigint'  , 'distinct t_smallint' , 'distinct t_tinyint' , 
                'distinct t_bool' , 'distinct t_binary' , 'distinct t_nchar' ,'distinct t_float' , 'distinct t_double' ,'distinct t_ts ']

        # distinct regular and tag column select
        dqt_select= dq_select + dt_select

        # special column select
        s_r_select= ['_c0', '_C0' ]
        s_s_select= ['tbname' , '_c0', '_C0' ]

        # regular column where 
        q_where = ['ts < now +1s','q_bigint >= -9223372036854775807 and q_bigint <= 9223372036854775807', 'q_int <= 2147483647 and q_int >= -2147483647',
        'q_smallint >= -32767 and q_smallint <= 32767','q_tinyint >= -127 and q_tinyint <= 127','q_float >= -100000 and q_float <= 100000', 
        'q_double >= -1000000000 and q_double <= 1000000000', 'q_binary like \'binary%\'  or q_binary = \'0\' ' , 'q_nchar like \'nchar%\' or q_nchar = \'0\' ' , 
        'q_bool = true or  q_bool = false' , 'q_bool in (0 , 1)' , 'q_bool in ( true , false)' , 'q_bool = 0 or q_bool = 1',
        'q_bigint between  -9223372036854775807 and 9223372036854775807',' q_int between -2147483647 and 2147483647','q_smallint between -32767 and 32767', 
        'q_tinyint between -127 and 127 ','q_float between -100000 and 100000','q_double between -1000000000 and 1000000000']
        #TD-6201 ,'q_bool between 0 and 1'

        # regular column where for test union,join
        q_u_where = ['t1.ts < now +1s' , 't2.ts < now +1s','t1.q_bigint >= -9223372036854775807 and t1.q_bigint <= 9223372036854775807 and t2.q_bigint >= -9223372036854775807 and t2.q_bigint <= 9223372036854775807',
        't1.q_int <= 2147483647 and t1.q_int >= -2147483647 and t2.q_int <= 2147483647 and t2.q_int >= -2147483647',
        't1.q_smallint >= -32767 and t1.q_smallint <= 32767 and t2.q_smallint >= -32767 and t2.q_smallint <= 32767',
        't1.q_tinyint >= -127 and t1.q_tinyint <= 127 and t2.q_tinyint >= -127 and t2.q_tinyint <= 127',
        't1.q_float >= -100000 and t1.q_float <= 100000 and t2.q_float >= -100000 and t2.q_float <= 100000',
        't1.q_double >= -1000000000 and t1.q_double <= 1000000000 and t2.q_double >= -1000000000 and t2.q_double <= 1000000000', 
        't1.q_binary like \'binary%\'  or t1.q_binary = \'0\'  or t2.q_binary like \'binary%\'  or t2.q_binary = \'0\' ' , 
        't1.q_nchar like \'nchar%\' or t1.q_nchar = \'0\' or t2.q_nchar like \'nchar%\' or t2.q_nchar = \'0\' ' , 't1.q_bool = true or  t1.q_bool = false or t2.q_bool = true or  t2.q_bool = false' , 
        't1.q_bool in (0 , 1) or t2.q_bool in (0 , 1)' , 't1.q_bool in ( true , false) or t2.q_bool in ( true , false)' , 't1.q_bool = 0 or t1.q_bool = 1 or t2.q_bool = 0 or t2.q_bool = 1' ,
        't1.q_bigint between  -9223372036854775807 and 9223372036854775807 or t2.q_bigint between  -9223372036854775807 and 9223372036854775807',
        't1.q_int between -2147483647 and 2147483647 or t2.q_int between -2147483647 and 2147483647',
        't1.q_smallint between -32767 and 32767 or t2.q_smallint between -32767 and 32767', 
        't1.q_tinyint between -127 and 127 or t2.q_tinyint between -127 and 127 ','t1.q_float between -100000 and 100000 or t2.q_float between -100000 and 100000',
        't1.q_double between -1000000000 and 1000000000 or t2.q_double between -1000000000 and 1000000000']
        #TD-6201 ,'t1.q_bool between 0 and 1 or t2.q_bool between 0 and 1']

        # tag column where
        t_where = ['ts < now +1s','t_bigint >= -9223372036854775807 and t_bigint <= 9223372036854775807','t_int <= 2147483647 and t_int >= -2147483647',
        't_smallint >= -32767 and t_smallint <= 32767','q_tinyint >= -127 and t_tinyint <= 127','t_float >= -100000 and t_float <= 100000',
        't_double >= -1000000000 and t_double <= 1000000000', 't_binary like \'binary%\'   or t_binary = \'0\' ' , 't_nchar like \'nchar%\' or t_nchar = \'0\'' , 
        't_bool = true or  t_bool = false' , 't_bool in (0 , 1)' , 't_bool in ( true , false)' , 't_bool = 0 or t_bool = 1',
        't_bigint between  -9223372036854775807 and 9223372036854775807',' t_int between -2147483647 and 2147483647','t_smallint between -32767 and 32767', 
        't_tinyint between -127 and 127 ','t_float between -100000 and 100000','t_double between -1000000000 and 1000000000']
        #TD-6201,'t_bool between 0 and 1'

        # tag column where for test  union,join | this is not support
        t_u_where = ['t1.ts < now +1s' , 't2.ts < now +1s','t1.t_bigint >= -9223372036854775807 and t1.t_bigint <= 9223372036854775807 and t2.t_bigint >= -9223372036854775807 and t2.t_bigint <= 9223372036854775807',
        't1.t_int <= 2147483647 and t1.t_int >= -2147483647 and t2.t_int <= 2147483647 and t2.t_int >= -2147483647',
        't1.t_smallint >= -32767 and t1.t_smallint <= 32767 and t2.t_smallint >= -32767 and t2.t_smallint <= 32767',
        't1.t_tinyint >= -127 and t1.t_tinyint <= 127 and t2.t_tinyint >= -127 and t2.t_tinyint <= 127',
        't1.t_float >= -100000 and t1.t_float <= 100000 and t2.t_float >= -100000 and t2.t_float <= 100000',
        't1.t_double >= -1000000000 and t1.t_double <= 1000000000 and t2.t_double >= -1000000000 and t2.t_double <= 1000000000', 
        't1.t_binary like \'binary%\'  or t1.t_binary = \'0\'  or t2.t_binary like \'binary%\'  or t2.t_binary = \'0\' ' , 
        't1.t_nchar like \'nchar%\' or t1.t_nchar = \'0\' or t2.t_nchar like \'nchar%\' or t2.t_nchar = \'0\' ' , 't1.t_bool = true or  t1.t_bool = false or t2.t_bool = true or  t2.t_bool = false' , 
        't1.t_bool in (0 , 1) or t2.t_bool in (0 , 1)' , 't1.t_bool in ( true , false) or t2.t_bool in ( true , false)' , 't1.t_bool = 0 or t1.t_bool = 1 or t2.t_bool = 0 or t2.t_bool = 1',
        't1.t_bigint between  -9223372036854775807 and 9223372036854775807 or t2.t_bigint between  -9223372036854775807 and 9223372036854775807',
        't1.t_int between -2147483647 and 2147483647 or t2.t_int between -2147483647 and 2147483647',
        't1.t_smallint between -32767 and 32767 or t2.t_smallint between -32767 and 32767', 
        't1.t_tinyint between -127 and 127 or t2.t_tinyint between -127 and 127 ','t1.t_float between -100000 and 100000 or t2.t_float between -100000 and 100000',
        't1.t_double between -1000000000 and 1000000000 or t2.t_double between -1000000000 and 1000000000']
        #TD-6201,'t1.t_bool between 0 and 1 or t2.q_bool between 0 and 1']

        # regular and tag column where 
        qt_where = q_where + t_where
        qt_u_where = q_u_where + t_u_where

        # tag column where for test super join | this is  support  , 't1.t_bool = t2.t_bool ' ？？？
        t_join_where = ['t1.t_bigint = t2.t_bigint ', 't1.t_int = t2.t_int ', 't1.t_smallint = t2.t_smallint ', 't1.t_tinyint = t2.t_tinyint ',
                    't1.t_float = t2.t_float ', 't1.t_double = t2.t_double ', 't1.t_binary = t2.t_binary ' , 't1.t_nchar = t2.t_nchar  ' ]

        # session && fill
        session_where = ['session(ts,10a)' , 'session(ts,10s)', 'session(ts,10m)' , 'session(ts,10h)','session(ts,10d)' , 'session(ts,10w)']
        session_u_where = ['session(t1.ts,10a)' , 'session(t1.ts,10s)', 'session(t1.ts,10m)' , 'session(t1.ts,10h)','session(t1.ts,10d)' , 'session(t1.ts,10w)',
                    'session(t2.ts,10a)' , 'session(t2.ts,10s)', 'session(t2.ts,10m)' , 'session(t2.ts,10h)','session(t2.ts,10d)' , 'session(t2.ts,10w)']
        
        fill_where = ['FILL(NONE)','FILL(PREV)','FILL(NULL)','FILL(LINEAR)','FILL(NEXT)','FILL(VALUE, 1.23)']
        
        state_window = ['STATE_WINDOW(q_tinyint)','STATE_WINDOW(q_bigint)','STATE_WINDOW(q_int)','STATE_WINDOW(q_bool)','STATE_WINDOW(q_smallint)']
        state_u_window = ['STATE_WINDOW(t1.q_tinyint)','STATE_WINDOW(t1.q_bigint)','STATE_WINDOW(t1.q_int)','STATE_WINDOW(t1.q_bool)','STATE_WINDOW(t1.q_smallint)',
                    'STATE_WINDOW(t2.q_tinyint)','STATE_WINDOW(t2.q_bigint)','STATE_WINDOW(t2.q_int)','STATE_WINDOW(t2.q_bool)','STATE_WINDOW(t2.q_smallint)']

        # order by where 
        order_where = ['order by ts' , 'order by ts asc']
        order_u_where = ['order by t1.ts' , 'order by t1.ts asc' , 'order by t2.ts' , 'order by t2.ts asc']
        order_desc_where = ['order by ts' , 'order by ts asc' , 'order by ts desc' ]
        orders_desc_where = ['order by ts' , 'order by ts asc' , 'order by ts desc' , 'order by loc' , 'order by loc asc' , 'order by loc desc']

        # group by where,not include null-tag 
        group_where = ['group by tbname , loc' , 'group by tbname', 'group by tbname, t_bigint', 'group by tbname,t_int', 'group by tbname, t_smallint', 'group by tbname,t_tinyint', 
                    'group by tbname,t_float', 'group by tbname,t_double' , 'group by tbname,t_binary', 'group by tbname,t_nchar', 'group by tbname,t_bool' ,'group by tbname ,loc ,t_bigint',
                    'group by tbname,t_binary ,t_nchar ,t_bool' , 'group by tbname,t_int ,t_smallint ,t_tinyint' , 'group by tbname,t_float ,t_double ' ]
        having_support = ['having count(q_int) > 0','having count(q_bigint) > 0','having count(q_smallint) > 0','having count(q_tinyint) > 0','having count(q_float) > 0','having count(q_double) > 0','having count(q_bool) > 0',
                    'having avg(q_int) > 0','having avg(q_bigint) > 0','having avg(q_smallint) > 0','having avg(q_tinyint) > 0','having avg(q_float) > 0','having avg(q_double) > 0',
                    'having sum(q_int) > 0','having sum(q_bigint) > 0','having sum(q_smallint) > 0','having sum(q_tinyint) > 0','having sum(q_float) > 0','having sum(q_double) > 0',
                    'having STDDEV(q_int) > 0','having STDDEV(q_bigint) > 0','having STDDEV(q_smallint) > 0','having STDDEV(q_tinyint) > 0','having STDDEV(q_float) > 0','having STDDEV(q_double) > 0',
                    'having TWA(q_int) > 0','having  TWA(q_bigint) > 0','having  TWA(q_smallint) > 0','having  TWA(q_tinyint) > 0','having  TWA(q_float) > 0','having  TWA(q_double) > 0',
                    'having IRATE(q_int) > 0','having IRATE(q_bigint) > 0','having IRATE(q_smallint) > 0','having IRATE(q_tinyint) > 0','having IRATE(q_float) > 0','having IRATE(q_double) > 0',
                    'having MIN(q_int) > 0','having MIN(q_bigint) > 0','having MIN(q_smallint) > 0','having MIN(q_tinyint) > 0','having MIN(q_float) > 0','having MIN(q_double) > 0',
                    'having MAX(q_int) > 0','having MAX(q_bigint) > 0','having MAX(q_smallint) > 0','having MAX(q_tinyint) > 0','having MAX(q_float) > 0','having MAX(q_double) > 0',
                    'having FIRST(q_int) > 0','having FIRST(q_bigint) > 0','having FIRST(q_smallint) > 0','having FIRST(q_tinyint) > 0','having FIRST(q_float) > 0','having FIRST(q_double) > 0',
                    'having LAST(q_int) > 0','having LAST(q_bigint) > 0','having LAST(q_smallint) > 0','having LAST(q_tinyint) > 0','having LAST(q_float) > 0','having LAST(q_double) > 0',
                    'having APERCENTILE(q_int,10) > 0','having APERCENTILE(q_bigint,10) > 0','having APERCENTILE(q_smallint,10) > 0','having APERCENTILE(q_tinyint,10) > 0','having APERCENTILE(q_float,10) > 0','having APERCENTILE(q_double,10) > 0']
        having_not_support = ['having TOP(q_int,10) > 0','having TOP(q_bigint,10) > 0','having TOP(q_smallint,10) > 0','having TOP(q_tinyint,10) > 0','having TOP(q_float,10) > 0','having TOP(q_double,10) > 0','having TOP(q_bool,10) > 0',
                    'having BOTTOM(q_int,10) > 0','having BOTTOM(q_bigint,10) > 0','having BOTTOM(q_smallint,10) > 0','having BOTTOM(q_tinyint,10) > 0','having BOTTOM(q_float,10) > 0','having BOTTOM(q_double,10) > 0','having BOTTOM(q_bool,10) > 0',
                    'having LEASTSQUARES(q_int) > 0','having  LEASTSQUARES(q_bigint) > 0','having  LEASTSQUARES(q_smallint) > 0','having  LEASTSQUARES(q_tinyint) > 0','having  LEASTSQUARES(q_float) > 0','having  LEASTSQUARES(q_double) > 0','having  LEASTSQUARES(q_bool) > 0',
                    'having FIRST(q_bool) > 0','having IRATE(q_bool) > 0','having PERCENTILE(q_bool,10) > 0','having avg(q_bool) > 0','having LAST_ROW(q_bool) > 0','having sum(q_bool) > 0','having STDDEV(q_bool) > 0','having APERCENTILE(q_bool,10) > 0','having  TWA(q_bool) > 0','having LAST(q_bool) > 0',                    
                    'having PERCENTILE(q_int,10) > 0','having PERCENTILE(q_bigint,10) > 0','having PERCENTILE(q_smallint,10) > 0','having PERCENTILE(q_tinyint,10) > 0','having PERCENTILE(q_float,10) > 0','having PERCENTILE(q_double,10) > 0']
        having_tagnot_support = ['having LAST_ROW(q_int) > 0','having LAST_ROW(q_bigint) > 0','having LAST_ROW(q_smallint) > 0','having LAST_ROW(q_tinyint) > 0','having LAST_ROW(q_float) > 0','having LAST_ROW(q_double) > 0']    

        # limit offset where
        limit_where = ['limit 1 offset 1' , 'limit 1' , 'limit 2 offset 1' , 'limit 2', 'limit 12 offset 1' , 'limit 20', 'limit 20 offset 10' , 'limit 200']
        limit1_where = ['limit 1 offset 1' , 'limit 1' ]
        limit_u_where = ['limit 100 offset 10' , 'limit 50' , 'limit 100' , 'limit 10' ]

        # slimit soffset where
        slimit_where = ['slimit 1 soffset 1' , 'slimit 1' , 'slimit 2 soffset 1' , 'slimit 2']
        slimit1_where = ['slimit 2 soffset 1' , 'slimit 1' ]
        
        # aggregate function include [all:count(*)\avg\sum\stddev ||regualr:twa\irate\leastsquares ||group by tbname:twa\irate\]       
        # select function include [all: min\max\first(*)\last(*)\top\bottom\apercentile\last_row(*)(not with interval)\interp(*)(FILL) ||regualr: percentile]
        # calculation function include [all:spread\+-*/ ||regualr:diff\derivative ||group by tbname:diff\derivative\]
        # **_ns_**  express is not support stable, therefore, separated from regular tables
        # calc_select_all   calc_select_regular  calc_select_in_ts  calc_select_fill  calc_select_not_interval
        # calc_aggregate_all   calc_aggregate_regular   calc_aggregate_groupbytbname
        # calc_calculate_all   calc_calculate_regular   calc_calculate_groupbytbname

        # calc_select_all   calc_select_regular  calc_select_in_ts  calc_select_fill  calc_select_not_interval
        # select function include [all: min\max\first(*)\last(*)\top\bottom\apercentile\last_row(*)(not with interval)\interp(*)(FILL) ||regualr: percentile]
        
        calc_select_all = ['bottom(q_int,20)' , 'bottom(q_bigint,20)' , 'bottom(q_smallint,20)' , 'bottom(q_tinyint,20)' ,'bottom(q_float,20)' , 'bottom(q_double,20)' ,
                    'top(q_int,20)' , 'top(q_bigint,20)' , 'top(q_smallint,20)' ,'top(q_tinyint,20)' ,'top(q_float,20)' ,'top(q_double,20)' ,
                    'first(q_int)' , 'first(q_bigint)' , 'first(q_smallint)' , 'first(q_tinyint)' , 'first(q_float)' ,'first(q_double)' ,'first(q_binary)' ,'first(q_nchar)' ,'first(q_bool)' ,'first(q_ts)' ,
                    'last(q_int)' ,  'last(q_bigint)' , 'last(q_smallint)'  , 'last(q_tinyint)' , 'last(q_float)'  ,'last(q_double)' , 'last(q_binary)' ,'last(q_nchar)' ,'last(q_bool)' ,'last(q_ts)' ,
                    'min(q_int)' , 'min(q_bigint)' , 'min(q_smallint)' , 'min(q_tinyint)' , 'min(q_float)' ,'min(q_double)' ,
                    'max(q_int)' ,  'max(q_bigint)' , 'max(q_smallint)' , 'max(q_tinyint)' ,'max(q_float)' ,'max(q_double)' ,
                    'apercentile(q_int,20)' ,  'apercentile(q_bigint,20)'  ,'apercentile(q_smallint,20)'  ,'apercentile(q_tinyint,20)' ,'apercentile(q_float,20)'  ,'apercentile(q_double,20)' ,
                    'last_row(q_int)' ,  'last_row(q_bigint)' , 'last_row(q_smallint)' , 'last_row(q_tinyint)' , 'last_row(q_float)' , 
                    'last_row(q_double)' , 'last_row(q_bool)' ,'last_row(q_binary)' ,'last_row(q_nchar)' ,'last_row(q_ts)']

        calc_select_in_ts = ['bottom(q_int,20)' , 'bottom(q_bigint,20)' , 'bottom(q_smallint,20)' , 'bottom(q_tinyint,20)' ,'bottom(q_float,20)' , 'bottom(q_double,20)' ,
                    'top(q_int,20)' , 'top(q_bigint,20)' , 'top(q_smallint,20)' ,'top(q_tinyint,20)' ,'top(q_float,20)' ,'top(q_double,20)' ,
                    'first(q_int)' , 'first(q_bigint)' , 'first(q_smallint)' , 'first(q_tinyint)' , 'first(q_float)' ,'first(q_double)' ,'first(q_binary)' ,'first(q_nchar)' ,'first(q_bool)' ,'first(q_ts)' ,
                    'last(q_int)' ,  'last(q_bigint)' , 'last(q_smallint)'  , 'last(q_tinyint)' , 'last(q_float)'  ,'last(q_double)' , 'last(q_binary)' ,'last(q_nchar)' ,'last(q_bool)' ,'last(q_ts)' ]

        calc_select_in = ['min(q_int)' , 'min(q_bigint)' , 'min(q_smallint)' , 'min(q_tinyint)' , 'min(q_float)' ,'min(q_double)' ,
                    'max(q_int)' ,  'max(q_bigint)' , 'max(q_smallint)' , 'max(q_tinyint)' ,'max(q_float)' ,'max(q_double)' ,
                    'apercentile(q_int,20)' ,  'apercentile(q_bigint,20)'  ,'apercentile(q_smallint,20)'  ,'apercentile(q_tinyint,20)' ,'apercentile(q_float,20)'  ,'apercentile(q_double,20)' ,
                    'last_row(q_int)' ,  'last_row(q_bigint)' , 'last_row(q_smallint)' , 'last_row(q_tinyint)' , 'last_row(q_float)' , 
                    'last_row(q_double)' , 'last_row(q_bool)' ,'last_row(q_binary)' ,'last_row(q_nchar)' ,'last_row(q_ts)']
        

        calc_select_regular = [ 'PERCENTILE(q_int,10)' ,'PERCENTILE(q_bigint,20)' , 'PERCENTILE(q_smallint,30)' ,'PERCENTILE(q_tinyint,40)' ,'PERCENTILE(q_float,50)' ,'PERCENTILE(q_double,60)']

                    
        calc_select_fill = ['INTERP(q_bool)' ,'INTERP(q_binary)' ,'INTERP(q_nchar)' ,'INTERP(q_ts)', 'INTERP(q_int)' ,'INTERP(*)' ,'INTERP(q_bigint)' ,'INTERP(q_smallint)' ,'INTERP(q_tinyint)', 'INTERP(q_float)' ,'INTERP(q_double)']
        interp_where = ['ts = now' , 'ts = \'2020-09-13 20:26:40.000\'' , 'ts = \'2020-09-13 20:26:40.009\'' ,'tbname in (\'table_1\') and ts = now' ,'tbname in (\'table_0\' ,\'table_1\',\'table_2\',\'table_3\',\'table_4\',\'table_5\') and ts =  \'2020-09-13 20:26:40.000\'','tbname like \'table%\'  and ts =  \'2020-09-13 20:26:40.002\'']

        #two table join
        calc_select_in_ts_j = ['bottom(t1.q_int,20)' , 'bottom(t1.q_bigint,20)' , 'bottom(t1.q_smallint,20)' , 'bottom(t1.q_tinyint,20)' ,'bottom(t1.q_float,20)' , 'bottom(t1.q_double,20)' ,
                    'top(t1.q_int,20)' , 'top(t1.q_bigint,20)' , 'top(t1.q_smallint,20)' ,'top(t1.q_tinyint,20)' ,'top(t1.q_float,20)' ,'top(t1.q_double,20)' ,
                    'first(t1.q_int)' , 'first(t1.q_bigint)' , 'first(t1.q_smallint)' , 'first(t1.q_tinyint)' , 'first(t1.q_float)' ,'first(t1.q_double)' ,'first(t1.q_binary)' ,'first(t1.q_nchar)' ,'first(t1.q_bool)' ,'first(t1.q_ts)' ,
                    'last(t1.q_int)' ,  'last(t1.q_bigint)' , 'last(t1.q_smallint)'  , 'last(t1.q_tinyint)' , 'last(t1.q_float)'  ,'last(t1.q_double)' , 'last(t1.q_binary)' ,'last(t1.q_nchar)' ,'last(t1.q_bool)' ,'last(t1.q_ts)' ,
                    'bottom(t2.q_int,20)' , 'bottom(t2.q_bigint,20)' , 'bottom(t2.q_smallint,20)' , 'bottom(t2.q_tinyint,20)' ,'bottom(t2.q_float,20)' , 'bottom(t2.q_double,20)' ,
                    'top(t2.q_int,20)' , 'top(t2.q_bigint,20)' , 'top(t2.q_smallint,20)' ,'top(t2.q_tinyint,20)' ,'top(t2.q_float,20)' ,'top(t2.q_double,20)' ,
                    'first(t2.q_int)' , 'first(t2.q_bigint)' , 'first(t2.q_smallint)' , 'first(t2.q_tinyint)' , 'first(t2.q_float)' ,'first(t2.q_double)' ,'first(t2.q_binary)' ,'first(t2.q_nchar)' ,'first(t2.q_bool)' ,'first(t2.q_ts)' ,
                    'last(t2.q_int)' ,  'last(t2.q_bigint)' , 'last(t2.q_smallint)'  , 'last(t2.q_tinyint)' , 'last(t2.q_float)'  ,'last(t2.q_double)' , 'last(t2.q_binary)' ,'last(t2.q_nchar)' ,'last(t2.q_bool)' ,'last(t2.q_ts)']

        calc_select_in_j = ['min(t1.q_int)' , 'min(t1.q_bigint)' , 'min(t1.q_smallint)' , 'min(t1.q_tinyint)' , 'min(t1.q_float)' ,'min(t1.q_double)' ,
                    'max(t1.q_int)' ,  'max(t1.q_bigint)' , 'max(t1.q_smallint)' , 'max(t1.q_tinyint)' ,'max(t1.q_float)' ,'max(t1.q_double)' ,
                    'apercentile(t1.q_int,20)' ,  'apercentile(t1.q_bigint,20)'  ,'apercentile(t1.q_smallint,20)'  ,'apercentile(t1.q_tinyint,20)' ,'apercentile(t1.q_float,20)'  ,'apercentile(t1.q_double,20)' ,
                    'last_row(t1.q_int)' ,  'last_row(t1.q_bigint)' , 'last_row(t1.q_smallint)' , 'last_row(t1.q_tinyint)' , 'last_row(t1.q_float)' , 
                    'last_row(t1.q_double)' , 'last_row(t1.q_bool)' ,'last_row(t1.q_binary)' ,'last_row(t1.q_nchar)' ,'last_row(t1.q_ts)' ,
                    'min(t2.q_int)' , 'min(t2.q_bigint)' , 'min(t2.q_smallint)' , 'min(t2.q_tinyint)' , 'min(t2.q_float)' ,'min(t2.q_double)' ,
                    'max(t2.q_int)' ,  'max(t2.q_bigint)' , 'max(t2.q_smallint)' , 'max(t2.q_tinyint)' ,'max(t2.q_float)' ,'max(t2.q_double)' ,
                    'apercentile(t2.q_int,20)' ,  'apercentile(t2.q_bigint,20)'  ,'apercentile(t2.q_smallint,20)'  ,'apercentile(t2.q_tinyint,20)' ,'apercentile(t2.q_float,20)'  ,'apercentile(t2.q_double,20)' ,
                    'last_row(t2.q_int)' ,  'last_row(t2.q_bigint)' , 'last_row(t2.q_smallint)' , 'last_row(t2.q_tinyint)' , 'last_row(t2.q_float)' , 
                    'last_row(t2.q_double)' , 'last_row(t2.q_bool)' ,'last_row(t2.q_binary)' ,'last_row(t2.q_nchar)' ,'last_row(t2.q_ts)']
        
        calc_select_all_j = calc_select_in_ts_j + calc_select_in_j

        calc_select_regular_j = [ 'PERCENTILE(t1.q_int,10)' ,'PERCENTILE(t1.q_bigint,20)' , 'PERCENTILE(t1.q_smallint,30)' ,'PERCENTILE(t1.q_tinyint,40)' ,'PERCENTILE(t1.q_float,50)' ,'PERCENTILE(t1.q_double,60)' ,
                    'PERCENTILE(t2.q_int,10)' ,'PERCENTILE(t2.q_bigint,20)' , 'PERCENTILE(t2.q_smallint,30)' ,'PERCENTILE(t2.q_tinyint,40)' ,'PERCENTILE(t2.q_float,50)' ,'PERCENTILE(t2.q_double,60)']

                    
        calc_select_fill_j = ['INTERP(t1.q_bool)' ,'INTERP(t1.q_binary)' ,'INTERP(t1.q_nchar)' ,'INTERP(t1.q_ts)', 'INTERP(t1.q_int)' ,'INTERP(t1.*)' ,'INTERP(t1.q_bigint)' ,'INTERP(t1.q_smallint)' ,'INTERP(t1.q_tinyint)', 'INTERP(t1.q_float)' ,'INTERP(t1.q_double)' ,
                    'INTERP(t2.q_bool)' ,'INTERP(t2.q_binary)' ,'INTERP(t2.q_nchar)' ,'INTERP(t2.q_ts)', 'INTERP(t2.q_int)' ,'INTERP(t2.*)' ,'INTERP(t2.q_bigint)' ,'INTERP(t2.q_smallint)' ,'INTERP(t2.q_tinyint)', 'INTERP(t2.q_float)' ,'INTERP(t2.q_double)']
        interp_where_j = ['t1.ts = now' , 't1.ts = \'2020-09-13 20:26:40.000\'' , 't1.ts = \'2020-09-13 20:26:40.009\'' ,'t2.ts = now' , 't2.ts = \'2020-09-13 20:26:40.000\'' , 't2.ts = \'2020-09-13 20:26:40.009\'' ,
                    't1.tbname in (\'table_1\') and t1.ts = now' ,'t1.tbname in (\'table_0\' ,\'table_1\',\'table_2\',\'table_3\',\'table_4\',\'table_5\') and t1.ts =  \'2020-09-13 20:26:40.000\'','t1.tbname like \'table%\'  and t1.ts =  \'2020-09-13 20:26:40.002\'',
                    't2.tbname in (\'table_1\') and t2.ts = now' ,'t2.tbname in (\'table_0\' ,\'table_1\',\'table_2\',\'table_3\',\'table_4\',\'table_5\') and t2.ts =  \'2020-09-13 20:26:40.000\'','t2.tbname like \'table%\'  and t2.ts =  \'2020-09-13 20:26:40.002\'']

        # calc_aggregate_all   calc_aggregate_regular   calc_aggregate_groupbytbname  APERCENTILE\PERCENTILE
        # aggregate function include [all:count(*)\avg\sum\stddev ||regualr:twa\irate\leastsquares ||group by tbname:twa\irate\]
        calc_aggregate_all = ['count(*)' , 'count(q_int)' ,'count(q_bigint)' , 'count(q_smallint)' ,'count(q_tinyint)' ,'count(q_float)' ,
                    'count(q_double)' ,'count(q_binary)' ,'count(q_nchar)' ,'count(q_bool)' ,'count(q_ts)' ,
                    'avg(q_int)' ,'avg(q_bigint)' , 'avg(q_smallint)' ,'avg(q_tinyint)' ,'avg(q_float)' ,'avg(q_double)' ,
                    'sum(q_int)' ,'sum(q_bigint)' , 'sum(q_smallint)' ,'sum(q_tinyint)' ,'sum(q_float)' ,'sum(q_double)' ,
                    'STDDEV(q_int)' ,'STDDEV(q_bigint)' , 'STDDEV(q_smallint)' ,'STDDEV(q_tinyint)' ,'STDDEV(q_float)' ,'STDDEV(q_double)',
                    'APERCENTILE(q_int,10)' ,'APERCENTILE(q_bigint,20)' , 'APERCENTILE(q_smallint,30)' ,'APERCENTILE(q_tinyint,40)' ,'APERCENTILE(q_float,50)' ,'APERCENTILE(q_double,60)']

        calc_aggregate_regular = ['twa(q_int)' ,'twa(q_bigint)' , 'twa(q_smallint)' ,'twa(q_tinyint)' ,'twa (q_float)' ,'twa(q_double)' ,
                    'IRATE(q_int)' ,'IRATE(q_bigint)' , 'IRATE(q_smallint)' ,'IRATE(q_tinyint)' ,'IRATE (q_float)' ,'IRATE(q_double)' ,
                    'LEASTSQUARES(q_int,15,3)' , 'LEASTSQUARES(q_bigint,10,1)' , 'LEASTSQUARES(q_smallint,20,3)' ,'LEASTSQUARES(q_tinyint,10,4)' ,'LEASTSQUARES(q_float,6,4)' ,'LEASTSQUARES(q_double,3,1)' ,
                    'PERCENTILE(q_int,10)' ,'PERCENTILE(q_bigint,20)' , 'PERCENTILE(q_smallint,30)' ,'PERCENTILE(q_tinyint,40)' ,'PERCENTILE(q_float,50)' ,'PERCENTILE(q_double,60)']

        calc_aggregate_groupbytbname = ['twa(q_int)' ,'twa(q_bigint)' , 'twa(q_smallint)' ,'twa(q_tinyint)' ,'twa (q_float)' ,'twa(q_double)' ,
                    'IRATE(q_int)' ,'IRATE(q_bigint)' , 'IRATE(q_smallint)' ,'IRATE(q_tinyint)' ,'IRATE (q_float)' ,'IRATE(q_double)' ] 

        #two table join
        calc_aggregate_all_j = ['count(t1.*)' , 'count(t1.q_int)' ,'count(t1.q_bigint)' , 'count(t1.q_smallint)' ,'count(t1.q_tinyint)' ,'count(t1.q_float)' ,
                    'count(t1.q_double)' ,'count(t1.q_binary)' ,'count(t1.q_nchar)' ,'count(t1.q_bool)' ,'count(t1.q_ts)' ,
                    'avg(t1.q_int)' ,'avg(t1.q_bigint)' , 'avg(t1.q_smallint)' ,'avg(t1.q_tinyint)' ,'avg(t1.q_float)' ,'avg(t1.q_double)' ,
                    'sum(t1.q_int)' ,'sum(t1.q_bigint)' , 'sum(t1.q_smallint)' ,'sum(t1.q_tinyint)' ,'sum(t1.q_float)' ,'sum(t1.q_double)' ,
                    'STDDEV(t1.q_int)' ,'STDDEV(t1.q_bigint)' , 'STDDEV(t1.q_smallint)' ,'STDDEV(t1.q_tinyint)' ,'STDDEV(t1.q_float)' ,'STDDEV(t1.q_double)',
                    'APERCENTILE(t1.q_int,10)' ,'APERCENTILE(t1.q_bigint,20)' , 'APERCENTILE(t1.q_smallint,30)' ,'APERCENTILE(t1.q_tinyint,40)' ,'APERCENTILE(t1.q_float,50)' ,'APERCENTILE(t1.q_double,60)' ,
                    'count(t2.*)' , 'count(t2.q_int)' ,'count(t2.q_bigint)' , 'count(t2.q_smallint)' ,'count(t2.q_tinyint)' ,'count(t2.q_float)' ,
                    'count(t2.q_double)' ,'count(t2.q_binary)' ,'count(t2.q_nchar)' ,'count(t2.q_bool)' ,'count(t2.q_ts)' ,
                    'avg(t2.q_int)' ,'avg(t2.q_bigint)' , 'avg(t2.q_smallint)' ,'avg(t2.q_tinyint)' ,'avg(t2.q_float)' ,'avg(t2.q_double)' ,
                    'sum(t2.q_int)' ,'sum(t2.q_bigint)' , 'sum(t2.q_smallint)' ,'sum(t2.q_tinyint)' ,'sum(t2.q_float)' ,'sum(t2.q_double)' ,
                    'STDDEV(t2.q_int)' ,'STDDEV(t2.q_bigint)' , 'STDDEV(t2.q_smallint)' ,'STDDEV(t2.q_tinyint)' ,'STDDEV(t2.q_float)' ,'STDDEV(t2.q_double)',
                    'APERCENTILE(t2.q_int,10)' ,'APERCENTILE(t2.q_bigint,20)' , 'APERCENTILE(t2.q_smallint,30)' ,'APERCENTILE(t2.q_tinyint,40)' ,'APERCENTILE(t2.q_float,50)' ,'APERCENTILE(t2.q_double,60)']

        calc_aggregate_regular_j = ['twa(t1.q_int)' ,'twa(t1.q_bigint)' , 'twa(t1.q_smallint)' ,'twa(t1.q_tinyint)' ,'twa (t1.q_float)' ,'twa(t1.q_double)' ,
                    'IRATE(t1.q_int)' ,'IRATE(t1.q_bigint)' , 'IRATE(t1.q_smallint)' ,'IRATE(t1.q_tinyint)' ,'IRATE (t1.q_float)' ,'IRATE(t1.q_double)' ,
                    'LEASTSQUARES(t1.q_int,15,3)' , 'LEASTSQUARES(t1.q_bigint,10,1)' , 'LEASTSQUARES(t1.q_smallint,20,3)' ,'LEASTSQUARES(t1.q_tinyint,10,4)' ,'LEASTSQUARES(t1.q_float,6,4)' ,'LEASTSQUARES(t1.q_double,3,1)' ,
                    'PERCENTILE(t1.q_int,10)' ,'PERCENTILE(t1.q_bigint,20)' , 'PERCENTILE(t1.q_smallint,30)' ,'PERCENTILE(t1.q_tinyint,40)' ,'PERCENTILE(t1.q_float,50)' ,'PERCENTILE(t1.q_double,60)' ,
                    'twa(t2.q_int)' ,'twa(t2.q_bigint)' , 'twa(t2.q_smallint)' ,'twa(t2.q_tinyint)' ,'twa (t2.q_float)' ,'twa(t2.q_double)' ,
                    'IRATE(t2.q_int)' ,'IRATE(t2.q_bigint)' , 'IRATE(t2.q_smallint)' ,'IRATE(t2.q_tinyint)' ,'IRATE (t2.q_float)' ,'IRATE(t2.q_double)',
                    'LEASTSQUARES(t2.q_int,15,3)' , 'LEASTSQUARES(t2.q_bigint,10,1)' , 'LEASTSQUARES(t2.q_smallint,20,3)' ,'LEASTSQUARES(t2.q_tinyint,10,4)' ,'LEASTSQUARES(t2.q_float,6,4)' ,'LEASTSQUARES(t2.q_double,3,1)' ,
                    'PERCENTILE(t2.q_int,10)' ,'PERCENTILE(t2.q_bigint,20)' , 'PERCENTILE(t2.q_smallint,30)' ,'PERCENTILE(t2.q_tinyint,40)' ,'PERCENTILE(t2.q_float,50)' ,'PERCENTILE(t2.q_double,60)']

        calc_aggregate_groupbytbname_j = ['twa(t1.q_int)' ,'twa(t1.q_bigint)' , 'twa(t1.q_smallint)' ,'twa(t1.q_tinyint)' ,'twa (t1.q_float)' ,'twa(t1.q_double)' ,
                    'IRATE(t1.q_int)' ,'IRATE(t1.q_bigint)' , 'IRATE(t1.q_smallint)' ,'IRATE(t1.q_tinyint)' ,'IRATE (t1.q_float)' ,'IRATE(t1.q_double)' ,
                    'twa(t2.q_int)' ,'twa(t2.q_bigint)' , 'twa(t2.q_smallint)' ,'twa(t2.q_tinyint)' ,'twa (t2.q_float)' ,'twa(t2.q_double)' ,
                    'IRATE(t2.q_int)' ,'IRATE(t2.q_bigint)' , 'IRATE(t2.q_smallint)' ,'IRATE(t2.q_tinyint)' ,'IRATE (t2.q_float)' ,'IRATE(t2.q_double)' ] 
        
        # calc_calculate_all   calc_calculate_regular   calc_calculate_groupbytbname
        # calculation function include [all:spread\+-*/ ||regualr:diff\derivative ||group by tbname:diff\derivative\]
        calc_calculate_all = ['SPREAD(ts)'  , 'SPREAD(q_ts)'  , 'SPREAD(q_int)' ,'SPREAD(q_bigint)' , 'SPREAD(q_smallint)' ,'SPREAD(q_tinyint)' ,'SPREAD(q_float)' ,'SPREAD(q_double)' , 
                     '(SPREAD(q_int) + SPREAD(q_bigint))' , '(SPREAD(q_smallint) - SPREAD(q_float))', '(SPREAD(q_double) * SPREAD(q_tinyint))' , '(SPREAD(q_double) / SPREAD(q_float))']
        calc_calculate_regular = ['DIFF(q_int)' ,'DIFF(q_bigint)' , 'DIFF(q_smallint)' ,'DIFF(q_tinyint)' ,'DIFF(q_float)' ,'DIFF(q_double)' ,
                    'DERIVATIVE(q_int,15s,0)' , 'DERIVATIVE(q_bigint,10s,1)' , 'DERIVATIVE(q_smallint,20s,0)' ,'DERIVATIVE(q_tinyint,10s,1)' ,'DERIVATIVE(q_float,6s,0)' ,'DERIVATIVE(q_double,3s,1)' ]
        calc_calculate_groupbytbname = calc_calculate_regular
        
        #two table join
        calc_calculate_all_j = ['SPREAD(t1.ts)'  , 'SPREAD(t1.q_ts)'  , 'SPREAD(t1.q_int)' ,'SPREAD(t1.q_bigint)' , 'SPREAD(t1.q_smallint)' ,'SPREAD(t1.q_tinyint)' ,'SPREAD(t1.q_float)' ,'SPREAD(t1.q_double)' ,
                    'SPREAD(t2.ts)'  , 'SPREAD(t2.q_ts)'  , 'SPREAD(t2.q_int)' ,'SPREAD(t2.q_bigint)' , 'SPREAD(t2.q_smallint)' ,'SPREAD(t2.q_tinyint)' ,'SPREAD(t2.q_float)' ,'SPREAD(t2.q_double)' ,
                    '(SPREAD(t1.q_int) + SPREAD(t1.q_bigint))' , '(SPREAD(t1.q_tinyint) - SPREAD(t1.q_float))', '(SPREAD(t1.q_double) * SPREAD(t1.q_tinyint))' , '(SPREAD(t1.q_double) / SPREAD(t1.q_tinyint))',
                    '(SPREAD(t2.q_int) + SPREAD(t2.q_bigint))' , '(SPREAD(t2.q_smallint) - SPREAD(t2.q_float))', '(SPREAD(t2.q_double) * SPREAD(t2.q_tinyint))' , '(SPREAD(t2.q_double) / SPREAD(t2.q_tinyint))',
                    '(SPREAD(t1.q_int) + SPREAD(t1.q_smallint))' , '(SPREAD(t2.q_smallint) - SPREAD(t2.q_float))', '(SPREAD(t1.q_double) * SPREAD(t1.q_tinyint))' , '(SPREAD(t1.q_double) / SPREAD(t1.q_float))']
        calc_calculate_regular_j = ['DIFF(t1.q_int)' ,'DIFF(t1.q_bigint)' , 'DIFF(t1.q_smallint)' ,'DIFF(t1.q_tinyint)' ,'DIFF(t1.q_float)' ,'DIFF(t1.q_double)' ,
                    'DERIVATIVE(t1.q_int,15s,0)' , 'DERIVATIVE(t1.q_bigint,10s,1)' , 'DERIVATIVE(t1.q_smallint,20s,0)' ,'DERIVATIVE(t1.q_tinyint,10s,1)' ,'DERIVATIVE(t1.q_float,6s,0)' ,'DERIVATIVE(t1.q_double,3s,1)' ,
                    'DIFF(t2.q_int)' ,'DIFF(t2.q_bigint)' , 'DIFF(t2.q_smallint)' ,'DIFF(t2.q_tinyint)' ,'DIFF(t2.q_float)' ,'DIFF(t2.q_double)' ,
                    'DERIVATIVE(t2.q_int,15s,0)' , 'DERIVATIVE(t2.q_bigint,10s,1)' , 'DERIVATIVE(t2.q_smallint,20s,0)' ,'DERIVATIVE(t2.q_tinyint,10s,1)' ,'DERIVATIVE(t2.q_float,6s,0)' ,'DERIVATIVE(t2.q_double,3s,1)' ]
        calc_calculate_groupbytbname_j = calc_calculate_regular_j


        #inter  && calc_aggregate_all\calc_aggregate_regular\calc_select_all
        interval_sliding = ['interval(4w) sliding(1w) ','interval(1w) sliding(1d) ','interval(1d) sliding(1h) ' ,
                    'interval(1h) sliding(1m) ','interval(1m) sliding(1s) ','interval(1s) sliding(10a) ',
                    'interval(1y) ','interval(1n) ','interval(1w) ','interval(1d) ','interval(1h) ','interval(1m) ','interval(1s) ' ,'interval(10a)',
                    'interval(1y,1n) ','interval(1n,1w) ','interval(1w,1d) ','interval(1d,1h) ','interval(1h,1m) ','interval(1m,1s) ','interval(1s,10a) ' ,'interval(100a,30a)']

        #1 select * from (select column form regular_table where <\>\in\and\or order by)
        tdSql.query("select 1-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_s_select)
            sql += "%s, " % random.choice(q_select) 
            sql += "ts from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ");"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkData(0,0,'2020-09-13 20:26:40.000')
            tdSql.checkRows(6*self.num)
            

        #1 outer union not support        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 1-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            sql += " union all "
            sql += "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #1 inter union not support
        tdSql.query("select 1-3 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += " union all "
            sql += " select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from regular_table_2 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #join:TD-6020\TD-6149 select * from (select column form regular_table1，regular_table2 where  t1.ts=t2.ts and <\>\in\and\or order by)       
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 1-4 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  t1.ts ,"
            sql += "t1.%s, " % random.choice(s_s_select)            
            sql += "t1.%s, " % random.choice(q_select) 
            sql += "t2.%s, " % random.choice(s_s_select)            
            sql += "t2.%s, " % random.choice(q_select)            
            sql += "t2.ts from regular_table_1 t1 , regular_table_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)
            sql += ");"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkData(0,0,'2020-09-13 20:26:40.000')
            tdSql.checkRows(6*self.num)

        #2 select column from (select * form regular_table ) where <\>\in\and\or order by        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 2-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts ,"
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s  " % random.choice(q_select) 
            sql += " from  ( select  * from regular_table_1 ) where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += " ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkData(0,0,'2020-09-13 20:26:40.000')
            tdSql.checkRows(6*self.num)

        #join: select column from (select column form regular_table1，regular_table2 )where  t1.ts=t2.ts and <\>\in\and\or order by
        #cross join not supported yet
        tdSql.query("select 2-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  t1.ts ,"
            sql += "t1.%s, " % random.choice(s_s_select)            
            sql += "t1.%s, " % random.choice(q_select) 
            sql += "t2.%s, " % random.choice(s_s_select)            
            sql += "t2.%s, " % random.choice(q_select)            
            sql += "t2.ts from regular_table_1 t1 , regular_table_2 t2 ) where t1.ts = t2.ts and "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)
            #sql += ");"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #3 select * from (select column\tag form stable  where <\>\in\and\or order by )        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 3-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * , "
            sql += "%s, " % random.choice(s_r_select)
            sql += " *  from  ( select  "
            sql += "%s, " % random.choice(s_s_select)
            sql += "%s, " % random.choice(q_select) 
            sql += "%s, " % random.choice(t_select) 
            sql += "ts from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkData(0,0,'2020-09-13 20:26:40.000')
            tdSql.checkRows(6*self.num)

        # select ts,* from (select column\tag form stable1,stable2  where t1.ts = t2.ts and <\>\in\and\or order by )        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 3-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , *  from  ( select  t1.ts , "
            sql += "t1.%s, " % random.choice(s_s_select)            
            sql += "t1.%s, " % random.choice(q_select) 
            sql += "t2.%s, " % random.choice(s_s_select)            
            sql += "t2.%s, " % random.choice(q_select) 
            sql += "t2.ts from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(order_u_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
    
        #3 outer union not support
        rsDn = self.restartDnodes()
        tdSql.query("select 3-3 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            sql += " union all "
            sql += "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from stable_2 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #3 inter union not support
        tdSql.query("select 3-4 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += " union all "
            sql += " select  "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select)
            #sql += "%s, " % q_select[len(q_select) -i-1]
            sql += "ts from stable_2 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += ")"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #join:TD-6020\TD-6155 select * from (select column form stable1，stable2 where  t1.ts=t2.ts and <\>\in\and\or order by)
        tdSql.query("select 3-5 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , * from  ( select  t1.ts ,"
            sql += "t1.%s, " % random.choice(s_s_select)            
            sql += "t1.%s, " % random.choice(q_select) 
            sql += "t2.%s, " % random.choice(s_s_select)            
            sql += "t2.%s, " % random.choice(q_select)            
            sql += "t2.ts from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(t_u_where)
            sql += "%s " % random.choice(order_u_where)
            sql += ");"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #4 select column from (select * form stable  where <\>\in\and\or order by )        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 4-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  ts , "
            sql += "%s, " % random.choice(s_r_select)
            sql += "%s, " % random.choice(q_select) 
            sql += "%s  " % random.choice(t_select) 
            sql += " from  ( select  * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkData(0,0,'2020-09-13 20:26:40.000')
            tdSql.checkRows(6*self.num)

        #5 select distinct column\tag from (select * form stable  where <\>\in\and\or order by limit offset )
        tdSql.query("select 5-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   "
            sql += "%s " % random.choice(dqt_select)
            sql += " from  ( select  * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #5-1 select distinct column\tag from (select calc form stable  where <\>\in\and\or order by limit offset )
        tdSql.query("select 5-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  distinct  c5_1 "
            sql += " from  ( select   "
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += " as c5_1 from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #6-error select * from (select distinct(tag) form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 6-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  * from  ( select  "
            sql += "%s " % random.choice(dt_select)
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #7-error select * from (select distinct(tag) form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 7-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  * from  ( select  "
            sql += "%s " % random.choice(dq_select)
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice([limit_where[0] , limit_where[1]] )
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #calc_select,TWA/Diff/Derivative/Irate are not allowed to apply to super table directly
        #8 select * from (select ts,calc form ragular_table  where <\>\in\and\or order by   )
        #TD-6185        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 8-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  *  from  ( select  ts ,"
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += "from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)


        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 8-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  *  from  ( select  "
            sql += "%s " % random.choice(calc_select_in_ts_j) 
            sql += "from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #9 select * from (select ts,calc form stable  where <\>\in\and\or order by   )
        # TD-5960\TD-6185        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 9-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  *  from  ( select  ts ,"
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += "from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)


        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 9-2 from table_0;")
        #TD-6426
        for i in range(self.fornum):
            sql = "select  *  from  ( select  "
            sql += "%s " % random.choice(calc_select_in_ts_j) 
            sql += "from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

            #functions or others can not be mixed up ,calc out select not use with ts
        
        #10 select calc from (select * form regualr_table  where <\>\in\and\or order by   )       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 10-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  " 
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += "as calc10_1 from ( select * from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)
        
        #10-1 select calc from (select * form regualr_table  where <\>\in\and\or order by   )
        rsDn = self.restartDnodes()        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        rsDn = self.restartDnodes()
        tdSql.query("select 10-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  " 
            sql += "%s " % random.choice(calc_select_all) 
            sql += "as calc10_1 from ( select * from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        #10-2 select calc from (select * form regualr_tables  where <\>\in\and\or order by   )        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 10-3 from table_0;")
        for i in range(self.fornum):
            sql = "select  " 
            sql += "%s as calc10_1 " % random.choice(calc_select_all) 
            sql += " from ( select * from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s ;" % random.choice(limit_u_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #11 select calc from (select * form stable  where <\>\in\and\or order by limit  )        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 11-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   "
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += "as calc11_1 from ( select * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        #11-1 select calc from (select * form stable  where <\>\in\and\or order by limit  )        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 11-2 from table_0;")
        for i in range(self.fornum):
            sql = "select   "
            sql += "%s " % random.choice(calc_select_all) 
            sql += "as calc11_1 from ( select * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)
 
        #11-2 select calc from (select * form stables  where <\>\in\and\or order by limit  )
        tdSql.query("select 11-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   "
            sql += "%s " % random.choice(calc_select_all) 
            sql += "as calc11_1 from ( select * from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s ;" % random.choice(limit_u_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #12 select calc-diff from (select * form regualr_table  where <\>\in\and\or order by limit  )        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 12-1 from table_0;")
        for i in range(self.fornum):
            sql = "select  "
            sql += "%s " % random.choice(calc_calculate_regular) 
            sql += " from ( select * from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice([limit_where[2] , limit_where[3]] )
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        tdSql.query("select 12-2 from table_0;")
        for i in range(self.fornum):
            sql = "select  "
            sql += "%s " % random.choice(calc_calculate_regular) 
            sql += " from ( select * from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice([limit_where[2] , limit_where[3]] )
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        #12-1 select calc-diff from (select * form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 12-3 from table_0;")
        rsDn = self.restartDnodes()
        for i in range(self.fornum):
            sql = "select  * from ( select "
            sql += "%s " % random.choice(calc_calculate_regular) 
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(group_where)
            sql += ") "
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice([limit_where[2] , limit_where[3]] )
            sql += " ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 12-4 from table_0;")
        #join query does not support group by
        for i in range(self.fornum):
            sql = "select  * from ( select "
            sql += "%s " % random.choice(calc_calculate_regular_j) 
            sql += "  from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(group_where)
            sql += ") "
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice([limit_where[2] , limit_where[3]] )
            sql += " ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)
        

        #13 select calc-diff as diffns from (select * form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 13-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   "
            sql += "%s " % random.choice(calc_calculate_regular) 
            sql += " as calc13_1 from ( select * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(orders_desc_where)
            sql += "%s " % random.choice([limit_where[2] , limit_where[3]] )
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #14 select * from (select calc_aggregate_alls as agg from stable  where <\>\in\and\or group by order by slimit soffset )
        # TD-5955 select   * from  ( select count (q_double)  from stable_1 where t_bool = true or  t_bool = false group by loc order by ts asc slimit 1 ) ;       
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 14-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc14_1, " % random.choice(calc_aggregate_all) 
            sql += "%s as calc14_2, " % random.choice(calc_aggregate_all) 
            sql += "%s " % random.choice(calc_aggregate_all) 
            sql += " as calc14_3 from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(slimit1_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            #tdSql.checkRows(1)

        # error group by in out query
        tdSql.query("select 14-2 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc14_1, " % random.choice(calc_aggregate_all) 
            sql += "%s as calc14_2, " % random.choice(calc_aggregate_all) 
            sql += "%s " % random.choice(calc_aggregate_all) 
            sql += " as calc14_3 from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += "%s " % random.choice(orders_desc_where)
            sql += "%s " % random.choice(slimit1_where)
            sql += ") "
            sql += "%s " % random.choice(group_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)   

        #14-2 TD-6426 select * from (select calc_aggregate_all_js as agg from stables  where <\>\in\and\or group by order by slimit soffset )
        tdSql.query("select 14-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc14_1, " % random.choice(calc_aggregate_all_j) 
            sql += "%s as calc14_2, " % random.choice(calc_aggregate_all_j) 
            sql += "%s " % random.choice(calc_aggregate_all_j) 
            sql += " as calc14_3 from stable_1  t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(slimit1_where)
            sql += ") "
            sql += "%s ;" % random.choice(limit_u_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #15 TD-6320 select * from (select calc_aggregate_regulars as agg from regular_table  where <\>\in\and\or  order by slimit soffset )
        tdSql.query("select 15-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc15_1, " % random.choice(calc_aggregate_regular) 
            sql += "%s as calc15_2, " % random.choice(calc_aggregate_regular) 
            sql += "%s " % random.choice(calc_aggregate_regular) 
            sql += " as calc15_3 from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)
                
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 15-2 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc15_1, " % random.choice(calc_aggregate_regular_j) 
            sql += "%s as calc15_2, " % random.choice(calc_aggregate_regular_j) 
            sql += "%s " % random.choice(calc_aggregate_regular_j) 
            sql += " as calc15_3 from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(order_u_where)            
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s ;" % random.choice(limit_u_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        rsDn = self.restartDnodes()
        tdSql.query("select 15-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc15_1, " % random.choice(calc_aggregate_groupbytbname) 
            sql += "%s as calc15_2, " % random.choice(calc_aggregate_groupbytbname) 
            sql += "%s " % random.choice(calc_aggregate_groupbytbname) 
            sql += " as calc15_3 from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += "%s " % random.choice(order_desc_where)
            sql += ") "
            sql += "order by  calc15_1  " 
            sql += "%s " % random.choice(limit_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 15-4 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc15_1, " % random.choice(calc_aggregate_groupbytbname_j) 
            sql += "%s as calc15_2, " % random.choice(calc_aggregate_groupbytbname_j) 
            sql += "%s " % random.choice(calc_aggregate_groupbytbname_j) 
            sql += " as calc15_3 from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and   "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += "%s " % random.choice(orders_desc_where)
            sql += ") "
            sql += "order by  calc15_1  " 
            sql += "%s " % random.choice(limit_u_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        tdSql.query("select 15-5 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select "
            sql += "%s as calc15_1, " % random.choice(calc_aggregate_groupbytbname) 
            sql += "%s as calc15_2, " % random.choice(calc_aggregate_groupbytbname) 
            sql += "%s " % random.choice(calc_aggregate_groupbytbname) 
            sql += " as calc15_3 from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(orders_desc_where)
            sql += ") "
            sql += "order by calc15_1  " 
            sql += "%s " % random.choice(limit_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #16 select * from (select calc_aggregate_regulars as agg from regular_table  where <\>\in\and\or  order by limit offset )       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 16-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_0 , " % random.choice(calc_calculate_all)
            sql += "%s as calc16_1 , " % random.choice(calc_aggregate_all)  
            sql += "%s as calc16_2 " % random.choice(calc_select_in) 
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += ") "
            sql += "order by calc16_0  " 
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        tdSql.query("select 16-2 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_0  " % random.choice(calc_calculate_all_j)
            sql += ", %s as calc16_1  " % random.choice(calc_aggregate_all_j)  
            #sql += ", %s as calc16_2  " % random.choice(calc_select_in_j) 
            sql += "  from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += ") "
            sql += "order by calc16_0  " 
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 16-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_1  " % random.choice(calc_calculate_regular) 
            sql += "  from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "limit 2 ) "
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        tdSql.query("select 16-4 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_1  " % random.choice(calc_calculate_regular_j) 
            sql += "  from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "limit 2 ) "
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)
        
        tdSql.query("select 16-5 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_1 , " % random.choice(calc_calculate_all)
            sql += "%s as calc16_1 , " % random.choice(calc_calculate_regular) 
            sql += "%s as calc16_2 " % random.choice(calc_select_all) 
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += ") "
            sql += "order by calc16_1  " 
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)
        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 16-6 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_1  " % random.choice(calc_calculate_groupbytbname) 
            sql += "  from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(group_where)
            sql += "limit 2 ) "
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            tdSql.checkRows(1)

        tdSql.query("select 16-7 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s as calc16_1  " % random.choice(calc_calculate_groupbytbname_j) 
            sql += "  from stable_1  t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "limit 2 ) "
            sql += "%s " % random.choice(limit1_where)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #17 select apercentile from (select calc_aggregate_alls form regualr_table or stable  where <\>\in\and\or interval_sliding group by having order by limit offset  )interval_sliding
        # TD-6088       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 17-1 from table_0;")
        for i in range(self.fornum):
            #this is having_support , but tag-select cannot mix with last_row,other select can 
            sql = "select   apercentile(cal17_0, %d)/10 ,apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_0 , " % random.choice(calc_calculate_all)
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all) 
            sql += " from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_support)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
        
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 17-2 from table_0;")
        for i in range(self.fornum):
            #this is having_support , but tag-select cannot mix with last_row,other select can 
            sql = "select   apercentile(cal17_0, %d)/10 ,apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_0 , " % random.choice(calc_calculate_all_j)
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        rsDn = self.restartDnodes()
        tdSql.query("select 17-3 from table_0;")
        for i in range(self.fornum):
            #this is having_tagnot_support , because tag-select cannot mix with last_row...
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all) 
            sql += " from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_tagnot_support)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 17-4 from table_0;")
        for i in range(self.fornum):
            #this is having_tagnot_support , because tag-select cannot mix with last_row...
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 17-5 from table_0;")
        for i in range(self.fornum):
            #having_not_support  
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all) 
            sql += " from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(having_not_support)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)
       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 17-6 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all) 
            sql += " from table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 17-7 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from table_1 t1, table_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        rsDn = self.restartDnodes()
        tdSql.query("select 17-8 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all) 
            sql += " from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 17-9 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal17_1, %d)/1000 ,apercentile(cal17_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal17_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal17_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(interval_sliding)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        #18 select apercentile from (select calc_aggregate_alls form regualr_table or stable  where <\>\in\and\or session order by  limit )interval_sliding
        tdSql.query("select 18-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all) 
            sql += " from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(session_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
               
        tdSql.query("select 18-2 from table_0;")
        dcDB = self.dropandcreateDB(random.randint(1,3))
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and   "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(session_u_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        rsDn = self.restartDnodes()
        tdSql.query("select 18-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all) 
            sql += " from table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(session_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 18-4 from table_0;")
        dcDB = self.dropandcreateDB(random.randint(1,3))
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)
            sql += "%s " % random.choice(session_u_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 18-5 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all) 
            sql += " from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += "%s " % random.choice(session_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        tdSql.query("select 18-6 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal18_1, %d)/1000 ,apercentile(cal18_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal18_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal18_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from stable_1 t1, stable_2 t2 where t1.ts = t2.ts and   "
            sql += "%s " % random.choice(t_join_where)
            sql += "%s " % random.choice(session_u_where)
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #19 select apercentile from (select calc_aggregate_alls form regualr_table or stable  where <\>\in\and\or session order by  limit )interval_sliding       
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 19-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all) 
            sql += " from regular_table_1 where "
            sql += "%s " % random.choice(q_where)        
            sql += "%s " % random.choice(state_window)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 19-2 from table_0;")
        #TD-6435 state_window not support join
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and   "
            sql += "%s " % random.choice(q_u_where)        
            sql += "%s " % random.choice(state_u_window)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)
        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 19-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all) 
            sql += " from table_1 where "
            sql += "%s " % random.choice(q_where)        
            sql += "%s " % random.choice(state_window)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 19-4 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from table_1  t1, table_2 t2 where t1.ts = t2.ts and  "
            sql += "%s " % random.choice(q_u_where)        
            #sql += "%s " % random.choice(state_window)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 19-5 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all) 
            sql += " from stable_1 where "
            sql += "%s " % random.choice(q_where)        
            sql += "%s " % random.choice(state_window)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit1_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)
       
        dcDB = self.dropandcreateDB(random.randint(1,3))
        tdSql.query("select 19-6 from table_0;")
        for i in range(self.fornum):
            sql = "select   apercentile(cal19_1, %d)/1000 ,apercentile(cal19_2, %d)*10+%d  from  ( select  " %(random.randint(0,100) , random.randint(0,100) ,random.randint(-1000,1000))
            sql += "%s as cal19_1 ," % random.choice(calc_aggregate_all_j) 
            sql += "%s as cal19_2 " % random.choice(calc_aggregate_all_j) 
            sql += " from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and "
            sql += "%s " % random.choice(q_u_where)        
            #sql += "%s " % random.choice(state_window)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            sql += "%s " % random.choice(interval_sliding)
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)

        #20 select * from (select calc_select_fills form regualr_table or stable  where <\>\in\and\or fill_where group by  order by limit offset  )        
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 20-1 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill)
            sql += "%s ," % random.choice(calc_select_fill) 
            sql += "%s  " % random.choice(calc_select_fill) 
            sql += " from stable_1 where  "
            sql += "%s " % random.choice(interp_where)  
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(group_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        rsDn = self.restartDnodes()
        tdSql.query("select 20-2 from table_0;")
        #TD-6438
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill_j)
            sql += "%s ," % random.choice(calc_select_fill_j) 
            sql += "%s  " % random.choice(calc_select_fill_j) 
            sql += " from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and  "
            sql += "%s and " % random.choice(t_join_where)
            sql += "%s " % random.choice(interp_where_j)  
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 20-3 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill)
            sql += "%s ," % random.choice(calc_select_fill) 
            sql += "%s  " % random.choice(calc_select_fill) 
            sql += " from table_0 where  "
            sql += "%s " % interp_where[2]  
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
        
        tdSql.query("select 20-4 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill_j)
            sql += "%s ," % random.choice(calc_select_fill_j) 
            sql += "%s  " % random.choice(calc_select_fill_j) 
            sql += " from table_0 t1, table_1 t2 where t1.ts = t2.ts and    "             
            #sql += "%s and " % random.choice(t_join_where)
            sql += "%s " % interp_where_j[random.randint(0,5)]
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
               
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 20-5 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill)
            sql += "%s ," % random.choice(calc_select_fill) 
            sql += "%s  " % random.choice(calc_select_fill) 
            sql += " from regular_table_1 where  "
            sql += "%s " % interp_where[1]  
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        tdSql.query("select 20-6 from table_0;")
        for i in range(self.fornum):
            sql = "select   * from  ( select  " 
            sql += "%s , " % random.choice(calc_select_fill_j)
            sql += "%s ," % random.choice(calc_select_fill_j) 
            sql += "%s  " % random.choice(calc_select_fill_j) 
            sql += " from regular_table_1 t1, regular_table_2 t2 where t1.ts = t2.ts and   "
            #sql += "%s " % random.choice(interp_where_j) 
            sql += "%s " % interp_where_j[random.randint(0,5)] 
            sql += "%s " % random.choice(fill_where)
            sql += "%s " % random.choice(order_u_where)
            sql += "%s " % random.choice(limit_u_where)
            sql += ") "
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)

        # error
        #1 select * from (select * from (select * form regular_table  where <\>\in\and\or order by limit  ))
        tdSql.query("select 1-1 from table_1;")
        for i in range(self.fornum):
            sql = "select  * , ts from  ( select * from ( select  "
            sql += "%s, " % random.choice(s_r_select) 
            sql += "%s, " % random.choice(q_select)  
            sql += "ts from regular_table_1 where "
            sql += "%s " % random.choice(q_where)
            sql += ")) ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)  

        #2 select * from (select * from (select * form stable  where <\>\in\and\or order by limit  ))
        tdSql.query("select 2-1 from table_1;")
        for i in range(self.fornum):
            sql = "select  * , ts from  ( select * from ( select  "
            sql += "%s, " % random.choice(s_s_select) 
            sql += "%s, " % random.choice(qt_select) 
            sql += "ts from stable_1 where "
            sql += "%s " % random.choice(q_where)
            sql += ")) ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql) 
             
        #3 select ts ,calc from  (select * form stable  where <\>\in\and\or order by limit  )       
        dcDB = self.dropandcreateDB(random.randint(1,2))
        tdSql.query("select 3-1 from table_1;")
        for i in range(self.fornum):
            sql = "select   ts , "
            sql += "%s " % random.choice(calc_calculate_regular) 
            sql += " from ( select * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(orders_desc_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)   

            # ts not in in select #TD-5955#TD-6192
        #4 select * from  (select calc form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 4-1 from table_1;")
        for i in range(self.fornum):
            sql = "select  *  from  ( select  "
            sql += "%s " % random.choice(calc_select_in_ts) 
            sql += "from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(order_desc_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.query(sql)
            
        #5 select ts ,tbname from  (select * form stable  where <\>\in\and\or order by limit  )
        tdSql.query("select 5-1 from table_1;")
        for i in range(self.fornum):
            sql = "select   ts , tbname , "
            sql += "%s ," % random.choice(calc_calculate_regular) 
            sql += "%s ," % random.choice(dqt_select)
            sql += "%s " % random.choice(qt_select)
            sql += " from ( select * from stable_1 where "
            sql += "%s " % random.choice(qt_where)
            sql += "%s " % random.choice(orders_desc_where)
            sql += "%s " % random.choice(limit_where)
            sql += ") ;"
            tdLog.info(sql) 
            tdLog.info(len(sql))      
            tdSql.error(sql)  

        #special sql
        tdSql.query("select 6-1 from table_1;")
        for i in range(self.fornum):
            sql = "select * from ( select _block_dist() from stable_1);"
            tdSql.query(sql)
            tdSql.checkRows(1)
            sql = "select _block_dist() from (select * from stable_1);"
            tdSql.error(sql)
            sql = "select * from (select database());"
            tdSql.error(sql)
            sql = "select * from (select client_version());"
            tdSql.error(sql)
            sql = "select * from (select client_version() as version);"
            tdSql.error(sql)
            sql = "select * from (select server_version());"
            tdSql.error(sql)
            sql = "select * from (select server_version() as version);"
            tdSql.error(sql)
            sql = "select * from (select server_status());"
            tdSql.error(sql)
            sql = "select * from (select server_status() as status);"
            tdSql.error(sql)

        #4096 

        buildPath = self.getBuildPath()
        if (buildPath == ""):
            tdLog.exit("taosd not found!")
        else:
            tdLog.info("taosd found in %s" % buildPath)
        binPath = buildPath+ "/build/bin/"

        # regualr-table
        os.system("%staosdemo -N -d regular -t 2 -n 1000 -l 4095 -y" % binPath)
        tdSql.execute("use regular")
        tdSql.query("select * from d0;")
        tdSql.checkCols(4096)
        tdSql.query("describe d0;")
        tdSql.checkRows(4096)
        tdSql.query("select * from (select * from d0);")
        tdSql.checkCols(4096)

        # select * from (select 4096 columns form d0)
        sql = "select * from ( select ts , "
        for i in range(4094):
            sql += "c%d , " % (i)
        sql += "c4094 from d0 "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        # select 4096 columns from (select * form d0)
        sql = "select ts, "
        for i in range(4094):
            sql += "c%d , " % (i)
        sql += " c4094 from ( select * from d0 "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        # select 4096 columns from (select * form d0,d1 where d0.ts=d1.ts)
        sql = "select ts, "
        for i in range(4094):
            sql += "c%d , " % (i) 
        sql += " c4094 from ( select t1.* from d0 t1,d1 t2 where t1.ts=t2.ts " 
        sql += " %s ) ;" % random.choice(order_u_where)
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        # select 4096 columns from (select 4096 columns form d0)
        rsDn = self.restartDnodes()
        sql = "select ts, "
        for i in range(4094):
            sql += "c%d , " % (i)
        sql += " c4094 from ( select ts , "
        for i in range(4094):
            sql += "c%d , " % (i)
        sql += "c4094 from d0 "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where) 
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)
       
        #stable
        os.system("%staosdemo -d super -t 2 -n 1000 -l 4093 -y" % binPath)
        tdSql.execute("use super")
        tdSql.query("select * from meters;")
        tdSql.checkCols(4096)
        tdSql.query("select * from d0;")
        tdSql.checkCols(4094)
        tdSql.query("describe meters;")
        tdSql.checkRows(4096)
        tdSql.query("describe d0;")
        tdSql.checkRows(4096)
        tdSql.query("select * from (select * from d0);")
        tdSql.checkCols(4094)
        tdSql.query("select * from (select * from meters);")
        tdSql.checkCols(4096)

        # select * from (select 4096 columns form d0)
        sql = "select * from ( select ts , "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += "t0 , t1 from d0 "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)  
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        sql = "select * from ( select ts , "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += "t0 , t1 from meters "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)  
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(2000)

        # select 4096 columns from (select * , t0, t1 form d0)
        sql = "select ts, "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += " t0 , t1  from ( select * , t0, t1 from d0 ); "
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        sql = "select ts, "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += " t0 , t1  from ( select * from meters "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(2000)

        # select 4096 columns from (select d0.*, d0.t0, d0.t1 form d0,d1 where d0.ts=d1.ts)
        sql = "select ts, "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += " t0 , t1  from ( select d1.* , d1.t0, d1.t1 from d0 , d1 where d0.ts = d1.ts ); "
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)

        # select 4096 columns from (select 4096 columns form d0)
        rsDn = self.restartDnodes()
        sql = "select ts, "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += " t0 ,t1  from ( select ts , "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += "t0 ,t1  from d0 );"  
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(1000)
        sql = "select ts, "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += " t0 ,t1  from ( select ts , "
        for i in range(4093):
            sql += "c%d , " % (i)
        sql += "t0 ,t1  from meters "  
        sql += " %s )" % random.choice(order_where)
        sql += " %s ;" % random.choice(order_desc_where)  
        tdLog.info(len(sql))      
        tdSql.query(sql)
        tdSql.checkCols(4096)
        tdSql.checkRows(2000)
        


        endTime = time.time()
        print("total time %ds" % (endTime - startTime))

        


    def stop(self):
        tdSql.close()
        tdLog.success("%s successfully executed" % __file__)


tdCases.addWindows(__file__, TDTestCase())
tdCases.addLinux(__file__, TDTestCase())