################################################################### # 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_datacheck.py.sql") now = time.time() self.ts = 1630000000000 self.num = 100 self.fornum = 3 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 keep 36500;''') 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 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_21 using stable_2 tags('table_21' , '0' , '0' , '0' , '0' , 0 , '0' , '0' , '0' , '0' ,'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) ;''') 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*10000000, 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*10000000+1, 2147483647-i, 9223372036854775807-i, 32767-i, 127-i, i, i, i, i, 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*10000000+2, -2147483647+i, -9223372036854775807+i, -32767+i, -127+i, i, i, -i, -i, 1577836800001 + i)) tdSql.execute('''insert into table_21 values(%d, %d, %d, %d, %d, 0, 'binary.%s', 'nchar.%s', %f, %f, %d)''' % (self.ts + i*10000000, 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*10000000, 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 + i*10000000 , 2147483647-i, 9223372036854775807-i, 32767-i, 127-i, i, i, i, i, 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 + i*10000000 +2, -2147483647+i, -9223372036854775807+i, -32767+i, -127+i, i, i, -i, -i, 1577836800001 + i)) def regular1_checkall_0(self,sql): tdLog.info(sql) tdSql.query(sql) tdSql.checkData(0,0,'2021-08-27 01:46:40.000') tdSql.checkData(0,1,0) tdSql.checkData(0,2,0) tdSql.checkData(0,3,0) tdSql.checkData(0,4,0) tdSql.checkData(0,5,'False') tdSql.checkData(0,6,'binary.0') tdSql.checkData(0,7,'nchar.0') tdSql.checkData(0,8,0) tdSql.checkData(0,9,0) tdSql.checkData(0,10,'2021-08-27 01:46:40.000') def regular1_checkall_100(self,sql): tdLog.info(sql) tdSql.query(sql) tdSql.checkData(99,0,'2021-09-07 12:46:40.000') tdSql.checkData(99,1,99) tdSql.checkData(99,2,99) tdSql.checkData(99,3,99) tdSql.checkData(99,4,99) tdSql.checkData(99,5,'False') tdSql.checkData(99,6,'binary.99') tdSql.checkData(99,7,'nchar.99') tdSql.checkData(99,8,99) tdSql.checkData(99,9,99) tdSql.checkData(99,10,'2021-08-27 01:46:40.099') def regular_join_checkall_0(self,sql): self.regular1_checkall_0(sql) tdSql.checkData(0,11,'2021-08-27 01:46:40.000') tdSql.checkData(0,12,2147483647) tdSql.checkData(0,13,9223372036854775807) tdSql.checkData(0,14,32767) tdSql.checkData(0,15,127) tdSql.checkData(0,16,'True') tdSql.checkData(0,17,'binary1.0') tdSql.checkData(0,18,'nchar1.0') tdSql.checkData(0,19,0) tdSql.checkData(0,20,0) tdSql.checkData(0,21,'2010-01-01 08:00:00.001') def regular_join_checkall_100(self,sql): self.regular1_checkall_100(sql) tdSql.checkData(99,11,'2021-09-07 12:46:40.000') tdSql.checkData(99,12,2147483548) tdSql.checkData(99,13,9223372036854775708) tdSql.checkData(99,14,32668) tdSql.checkData(99,15,28) tdSql.checkData(99,16,'True') tdSql.checkData(99,17,'binary1.99') tdSql.checkData(99,18,'nchar1.99') tdSql.checkData(99,19,99) tdSql.checkData(99,20,99) tdSql.checkData(99,21,'2010-01-01 08:00:00.100') def stable1_checkall_0(self,sql): self.regular1_checkall_0(sql) def stable1_checkall_300(self,sql): tdLog.info(sql) tdSql.query(sql) tdSql.checkData(299,0,'2021-09-07 12:46:40.002') tdSql.checkData(299,1,-2147483548) tdSql.checkData(299,2,-9223372036854775708) tdSql.checkData(299,3,-32668) tdSql.checkData(299,4,-28) tdSql.checkData(299,5,'True') tdSql.checkData(299,6,'binary2.99') tdSql.checkData(299,7,'nchar2nchar2.99') tdSql.checkData(299,8,-99) tdSql.checkData(299,9,-99) tdSql.checkData(299,10,'2010-01-01 08:00:00.100') def stable_join_checkall_0(self,sql): self.regular1_checkall_0(sql) tdSql.checkData(0,22,'2021-08-27 01:46:40.000') tdSql.checkData(0,23,0) tdSql.checkData(0,24,0) tdSql.checkData(0,25,0) tdSql.checkData(0,26,0) tdSql.checkData(0,27,'False') tdSql.checkData(0,28,'binary.0') tdSql.checkData(0,29,'nchar.0') tdSql.checkData(0,30,0) tdSql.checkData(0,31,0) tdSql.checkData(0,32,'2021-08-27 01:46:40.000') def stable_join_checkall_100(self,sql): tdSql.checkData(99,0,'2021-09-07 12:46:40.000') tdSql.checkData(99,1,99) tdSql.checkData(99,2,99) tdSql.checkData(99,3,99) tdSql.checkData(99,4,99) tdSql.checkData(99,5,'False') tdSql.checkData(99,6,'binary.99') tdSql.checkData(99,7,'nchar.99') tdSql.checkData(99,8,99) tdSql.checkData(99,9,99) tdSql.checkData(99,10,'2021-08-27 01:46:40.099') tdSql.checkData(99,22,'2021-09-07 12:46:40.000') tdSql.checkData(99,23,99) tdSql.checkData(99,24,99) tdSql.checkData(99,25,99) tdSql.checkData(99,26,99) tdSql.checkData(99,27,'False') tdSql.checkData(99,28,'binary.99') tdSql.checkData(99,29,'nchar.99') tdSql.checkData(99,30,99) tdSql.checkData(99,31,99) tdSql.checkData(99,32,'2021-08-27 01:46:40.099') 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%\' and t2.q_binary like \'binary%\' ' , 't1.q_nchar like \'nchar%\' and t2.q_nchar like \'nchar%\' ' , 't1.q_bool in (0 , 1) and t2.q_bool in (0 , 1)' , 't1.q_bool in ( true , false) and t2.q_bool in ( true , false)' , 't1.q_bigint between -9223372036854775807 and 9223372036854775807 and t2.q_bigint between -9223372036854775807 and 9223372036854775807', 't1.q_int between -2147483647 and 2147483647 and t2.q_int between -2147483647 and 2147483647', 't1.q_smallint between -32767 and 32767 and t2.q_smallint between -32767 and 32767', 't1.q_tinyint between -127 and 127 and t2.q_tinyint between -127 and 127 ','t1.q_float between -100000 and 100000 and t2.q_float between -100000 and 100000', 't1.q_double between -1000000000 and 1000000000 and t2.q_double between -1000000000 and 1000000000'] #TD-6201 ,'t1.q_bool between 0 and 1 or t2.q_bool between 0 and 1'] #'t1.q_bool = true and t1.q_bool = false and t2.q_bool = true and t2.q_bool = false' , 't1.q_bool = 0 and t1.q_bool = 1 and t2.q_bool = 0 and t2.q_bool = 1' , q_u_or_where = ['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'] # 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) and t2.t_bool in (0 , 1)' , 't1.t_bool in ( true , false) and 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 and t2.t_bigint between -9223372036854775807 and 9223372036854775807', 't1.t_int between -2147483647 and 2147483647 and t2.t_int between -2147483647 and 2147483647', 't1.t_smallint between -32767 and 32767 and t2.t_smallint between -32767 and 32767', 't1.t_tinyint between -127 and 127 and t2.t_tinyint between -127 and 127 ','t1.t_float between -100000 and 100000 and t2.t_float between -100000 and 100000', 't1.t_double between -1000000000 and 1000000000 and t2.t_double between -1000000000 and 1000000000'] #TD-6201,'t1.t_bool between 0 and 1 or t2.q_bool between 0 and 1'] t_u_or_where = ['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'] # regular and tag column where qt_where = q_where + t_where qt_u_where = q_u_where + t_u_where # now,qt_u_or_where is not support qt_u_or_where = q_u_or_where + t_u_or_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)'] for i in range(self.fornum): tdSql.query("select 1-1 from table_0;") sql = "select count(*) from (select count(*) from stable_1 where ts>= 1620000000000 interval(1d) group by tbname) interval(1d);" tdLog.info(sql) tdSql.query(sql) tdSql.checkData(0,0,'2021-08-27 00:00:00.000') tdSql.checkData(0,1,3) tdSql.checkData(1,0,'2021-08-28 00:00:00.000') tdSql.checkData(1,1,3) tdSql.checkData(2,0,'2021-08-29 00:00:00.000') tdSql.checkRows(12) #sql = "select * from ( select * from regular_table_1 where q_tinyint >= -127 and q_tinyint <= 127 order by ts );" tdSql.query("select 1-2 from table_0;") sql = "select * from ( select * from regular_table_1 where " sql += "%s );" % random.choice(q_where) datacheck = self.regular1_checkall_0(sql) tdSql.checkRows(100) datacheck = self.regular1_checkall_100(sql) #sql = "select * from ( select * from regular_table_1 ) where q_binary like 'binary%' or q_binary = '0' order by ts asc ;" tdSql.query("select 1-3 from table_0;") sql = "select * from ( select * from regular_table_1 ) where " sql += "%s ;" % random.choice(q_where) datacheck = self.regular1_checkall_0(sql) tdSql.checkRows(100) datacheck = self.regular1_checkall_100(sql) #sql = select * from ( select * from regular_table_1 t1 , regular_table_2 t2 where t1.ts = t2.ts and t1.q_double >= -1000000000 and t1.q_double <= 1000000000 and t2.q_double >= -1000000000 and t2.q_double <= 1000000000 order by t2.ts asc );; tdSql.query("select 1-4 from table_0;") sql = "select * from ( select * from regular_table_1 t1 , regular_table_2 t2 where t1.ts = t2.ts and " sql += "%s )" % random.choice(q_u_where) datacheck = self.regular_join_checkall_0(sql) tdSql.checkRows(100) datacheck = self.regular_join_checkall_100(sql) #sql = "select * from ( select * from stable_1 where q_tinyint >= -127 and q_tinyint <= 127 order by ts );" tdSql.query("select 2-1 from stable_1;") sql = "select * from ( select * from stable_1 where " sql += "%s );" % random.choice(qt_where) datacheck = self.stable1_checkall_0(sql) tdSql.checkRows(300) datacheck = self.stable1_checkall_300(sql) #sql = "select * from ( select * from stable_1 ) order by ts asc ;" tdSql.query("select 2-2 from stable_1;") sql = "select * from ( select * from stable_1 ) where " sql += "%s ;" % random.choice(qt_where) datacheck = self.stable1_checkall_0(sql) tdSql.checkRows(300) datacheck = self.stable1_checkall_300(sql) #sql = "select * from ( select * from table_0 ) where q_binary like 'binary%' or q_binary = '0' order by ts asc ;" tdSql.query("select 2-3 from stable_1;") sql = "select * from ( select * from table_0 ) where " sql += "%s ;" % random.choice(q_where) datacheck = self.regular1_checkall_0(sql) tdSql.checkRows(100) datacheck = self.regular1_checkall_100(sql) #sql = "select * from ( select * from table_0 where q_binary like 'binary%' or q_binary = '0' order by ts asc );" tdSql.query("select 2-4 from stable_1;") sql = "select * from ( select * from table_0 where " sql += "%s );" % random.choice(q_where) datacheck = self.regular1_checkall_0(sql) tdSql.checkRows(100) datacheck = self.regular1_checkall_100(sql) #sql = select * from ( select * from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and t1.t_int = t2.t_int ) ;; tdSql.query("select 2-5 from stable_1;") sql = "select * from ( select * from stable_1 t1 , stable_2 t2 where t1.ts = t2.ts and " sql += "%s )" % random.choice(t_join_where) datacheck = self.stable_join_checkall_0(sql) tdSql.checkRows(100) datacheck = self.stable_join_checkall_100(sql) 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())