131 lines
5.0 KiB
Python
131 lines
5.0 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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import time
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import datetime
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import csv
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import random
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import pandas as pd
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import argparse
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import os.path
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class insertFromCSVPerformace:
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def __init__(self, commitID, dbName, stbName, branchName):
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self.commitID = commitID
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self.dbName = dbName
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self.stbName = stbName
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self.branchName = branchName
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self.ts = 1500074556514
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self.host = "127.0.0.1"
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self.user = "root"
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self.password = "taosdata"
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self.config = "/etc/taosperf"
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self.conn = taos.connect(
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self.host,
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self.user,
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self.password,
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self.config)
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def writeCSV(self):
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with open('test3.csv','w', encoding='utf-8', newline='') as csvFile:
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writer = csv.writer(csvFile, dialect='excel')
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for i in range(1000000):
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newTimestamp = self.ts + random.randint(10000000, 10000000000) + random.randint(1000, 10000000) + random.randint(1, 1000)
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d = datetime.datetime.fromtimestamp(newTimestamp / 1000)
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dt = str(d.strftime("%Y-%m-%d %H:%M:%S.%f"))
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writer.writerow(["'%s'" % dt, random.randint(1, 100), random.uniform(1, 100), random.randint(1, 100), random.randint(1, 100)])
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def removCSVHeader(self):
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data = pd.read_csv("ordered.csv")
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data = data.drop([0])
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data.to_csv("ordered.csv", header = False, index = False)
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def createTables(self):
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cursor = self.conn.cursor()
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cursor.execute("create database if not exists %s" % self.dbName)
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cursor.execute("use %s" % self.dbName)
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cursor.execute("create table if not exists %s(ts timestamp, in_order_time float, out_of_order_time float, commit_id binary(50)) tags(branch binary(50))" % self.stbName)
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cursor.execute("create table if not exists %s using %s tags('%s')" % (self.branchName, self.stbName, self.branchName))
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cursor.execute("create table if not exists t1(ts timestamp, c1 int, c2 float, c3 int, c4 int)")
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cursor.execute("create table if not exists t2(ts timestamp, c1 int, c2 float, c3 int, c4 int)")
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cursor.close()
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def run(self):
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cursor = self.conn.cursor()
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cursor.execute("use %s" % self.dbName)
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print("==================== CSV insert performance ====================")
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totalTime = 0
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for i in range(10):
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cursor.execute("create table if not exists t1(ts timestamp, c1 int, c2 float, c3 int, c4 int)")
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startTime = time.time()
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cursor.execute("insert into t1 file 'outoforder.csv'")
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totalTime += time.time() - startTime
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cursor.execute("drop table if exists t1")
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out_of_order_time = (float) (totalTime / 10)
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print("Out of Order - Insert time: %f" % out_of_order_time)
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totalTime = 0
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for i in range(10):
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cursor.execute("create table if not exists t2(ts timestamp, c1 int, c2 float, c3 int, c4 int)")
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startTime = time.time()
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cursor.execute("insert into t2 file 'ordered.csv'")
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totalTime += time.time() - startTime
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cursor.execute("drop table if exists t2")
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in_order_time = (float) (totalTime / 10)
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print("In order - Insert time: %f" % in_order_time)
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cursor.execute("insert into %s values(now, %f, %f, '%s')" % (self.branchName, in_order_time, out_of_order_time, self.commitID))
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if __name__ == '__main__':
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parser = argparse.ArgumentParser()
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parser.add_argument(
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'-c',
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'--commit-id',
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action='store',
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default='null',
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type=str,
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help='git commit id (default: null)')
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parser.add_argument(
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'-d',
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'--database-name',
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action='store',
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default='perf',
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type=str,
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help='Database name to be created (default: perf)')
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parser.add_argument(
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'-t',
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'--stable-name',
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action='store',
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default='csv_insert',
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type=str,
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help='Database name to be created (default: csv_insert)')
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parser.add_argument(
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'-b',
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'--branch-name',
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action='store',
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default='develop',
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type=str,
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help='branch name (default: develop)')
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args = parser.parse_args()
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perftest = insertFromCSVPerformace(args.commit_id, args.database_name, args.stable_name, args.branch_name)
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perftest.createTables()
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perftest.run() |