189 lines
		
	
	
		
			9.2 KiB
		
	
	
	
		
			Python
		
	
	
	
			
		
		
	
	
			189 lines
		
	
	
		
			9.2 KiB
		
	
	
	
		
			Python
		
	
	
	
###################################################################
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#           Copyright (c) 2016 by TAOS Technologies, Inc.
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#                     All rights reserved.
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#
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#  This file is proprietary and confidential to TAOS Technologies.
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#  No part of this file may be reproduced, stored, transmitted,
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#  disclosed or used in any form or by any means other than as
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#  expressly provided by the written permission from Jianhui Tao
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#
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###################################################################
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# -*- coding: utf-8 -*-
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import sys
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import taos
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from util.log import *
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from util.cases import *
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from util.sql import *
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import numpy as np
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class TDTestCase:
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    def init(self, conn, logSql):
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        tdLog.debug("start to execute %s" % __file__)
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        tdSql.init(conn.cursor())
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        self.rowNum = 10
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        self.ts = 1537146000000
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    def run(self):
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        tdSql.execute("use db")
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        intData = []        
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        floatData = []
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        for i in range(self.rowNum):
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            intData.append(i + 1)            
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            floatData.append(i + 0.1)                        
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        # percentile verifacation 
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        tdSql.error("select percentile(ts 20) from test")
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        tdSql.error("select apercentile(ts 20) from test")
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        tdSql.error("select percentile(col7 20) from test")
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        tdSql.error("select apercentile(col7 20) from test")
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        tdSql.error("select percentile(col8 20) from test")        
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        tdSql.error("select apercentile(col8 20) from test")
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        tdSql.error("select percentile(col9 20) from test")
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        tdSql.error("select apercentile(col9 20) from test")        
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        tdSql.query("select percentile(col1, 0) from test")        
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col1, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col1, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col1, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col1, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100))
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        tdSql.query("select apercentile(col1, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))  
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        tdSql.query("select percentile(col2, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col2, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col2, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col2, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col2, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
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        tdSql.query("select apercentile(col2, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col3, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col3, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col3, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col3, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col3, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100))
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        tdSql.query("select apercentile(col3, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col4, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col4, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col4, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col4, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col4, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
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        tdSql.query("select apercentile(col4, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col11, 0) from test")        
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col11, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col11, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col11, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col11, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100))
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        tdSql.query("select apercentile(col11, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))  
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        tdSql.query("select percentile(col12, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col12, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col12, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col12, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col12, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
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        tdSql.query("select apercentile(col12, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col13, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col13, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col13, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col13, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col13, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100))
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        tdSql.query("select apercentile(col13, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col14, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 0))
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        tdSql.query("select apercentile(col14, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col14, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 50))
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        tdSql.query("select apercentile(col14, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col14, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(intData, 100)) 
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        tdSql.query("select apercentile(col14, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col5, 0) from test")        
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        print("query result: %s" % tdSql.getData(0, 0))
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        print("array result: %s" % np.percentile(floatData, 0))
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        tdSql.query("select apercentile(col5, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col5, 50) from test")
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        print("query result: %s" % tdSql.getData(0, 0))
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        print("array result: %s" % np.percentile(floatData, 50))
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        tdSql.query("select apercentile(col5, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))        
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        tdSql.query("select percentile(col5, 100) from test")
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        print("query result: %s" % tdSql.getData(0, 0))
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        print("array result: %s" % np.percentile(floatData, 100)) 
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        tdSql.query("select apercentile(col5, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))     
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        tdSql.query("select percentile(col6, 0) from test")
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        tdSql.checkData(0, 0, np.percentile(floatData, 0))
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        tdSql.query("select apercentile(col6, 0) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col6, 50) from test")
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        tdSql.checkData(0, 0, np.percentile(floatData, 50))
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        tdSql.query("select apercentile(col6, 50) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))
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        tdSql.query("select percentile(col6, 100) from test")
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        tdSql.checkData(0, 0, np.percentile(floatData, 100)) 
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        tdSql.query("select apercentile(col6, 100) from test")
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        print("apercentile result: %s" % tdSql.getData(0, 0))       
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    def stop(self):
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        tdSql.close()
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        tdLog.success("%s successfully executed" % __file__)
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tdCases.addWindows(__file__, TDTestCase())
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tdCases.addLinux(__file__, TDTestCase())
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