提交 171338d8 编写于 作者: P Ping Xiao

add a demo for inserting data with python multiple threads

上级 e2cc48af
###################################################################
# 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 requests
import threading
import random
import time
class RestfulInsert:
def init(self):
self.header = {'Authorization': 'Basic cm9vdDp0YW9zZGF0YQ=='}
self.url = "http://127.0.0.1:6041/rest/sql"
self.ts = 1500000000000
self.numOfThreads = 20
self.numOfTables = 10000
self.recordsPerTable = 10000
self.batchSize = 1000
self.tableNamePerfix = 't'
def createTable(self, threadID):
tablesPerThread = int (self.numOfTables / self.numOfThreads)
print("create table %d to %d" % (tablesPerThread * threadID, tablesPerThread * (threadID + 1) - 1))
for i in range(tablesPerThread):
tableID = threadID * tablesPerThread
name = 'beijing' if tableID % 2 == 0 else 'shanghai'
data = "create table test.%s%d using test.meters tags(%d, '%s')" % (self.tableNamePerfix, tableID + i, tableID + i, name)
requests.post(self.url, data, headers = self.header)
def insertData(self, threadID):
print("thread %d started" % threadID)
tablesPerThread = int (self.numOfTables / self.numOfThreads)
for i in range(tablesPerThread):
tableID = i + threadID * tablesPerThread
start = self.ts
for j in range(int(self.recordsPerTable / self.batchSize)):
data = "insert into test.%s%d values" % (self.tableNamePerfix, tableID)
for k in range(self.batchSize):
data += "(%d, %d, %d, %d)" % (start + j * self.batchSize + k, random.randint(1, 100), random.randint(1, 100), random.randint(1, 100))
requests.post(self.url, data, headers = self.header)
def run(self):
data = "drop database if exists test"
requests.post(self.url, data, headers = self.header)
data = "create database test"
requests.post(self.url, data, headers = self.header)
data = "create table test.meters(ts timestamp, f1 int, f2 int, f3 int) tags(id int, loc nchar(20))"
requests.post(self.url, data, headers = self.header)
threads = []
startTime = time.time()
for i in range(self.numOfThreads):
thread = threading.Thread(target=self.createTable, args=(i,))
thread.start()
threads.append(thread)
for i in range(self.numOfThreads):
threads[i].join()
print("createing %d tables takes %d seconds" % (self.numOfTables, (time.time() - startTime)))
print("inserting data =======")
threads = []
startTime = time.time()
for i in range(self.numOfThreads):
thread = threading.Thread(target=self.insertData, args=(i,))
thread.start()
threads.append(thread)
for i in range(self.numOfThreads):
threads[i].join()
print("inserting %d records takes %d seconds" % (self.numOfTables * self.recordsPerTable, (time.time() - startTime)))
ri = RestfulInsert()
ri.init()
ri.run()
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