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python性能測試,請求QPS測試

QPS = (1000ms/平均響應時間ms)*服務并行數量

#!/user/bin/env python
#coding=utf-8
import requests
import datetime
import time
import threading
import json

class url_request():
    times = []
    error = []
    def req(self):
        for i in range(100):
            myreq=url_request()
            headers = {'User-Agent' : 'Mozilla/5.0 (Linux; Android 4.2.1; en-us; Nexus 4 Build/JOP40D) AppleWebKit/535.19 (KHTML, like Gecko) Chrome/18.0.1025.166 Mobile Safari/535.19'}
            payload = {'user_id':"000001",'product_id':"000001","query":"價格怎麼樣"}
            payload = json.dumps(payload)
            r = requests.post("http://192.168.28.70:6666/get_answer",data=payload)
            ResponseTime=float(r.elapsed.microseconds)/1000 #擷取響應時間,機關ms
            myreq.times.append(ResponseTime) #将響應時間寫入數組
            if r.status_code !=200 :
                myreq.error.append("0")
if __name__=='__main__':
    myreq=url_request()
    threads = []
    starttime = datetime.datetime.now()
    print ( "request start time %s" %starttime)
    nub = 1000#設定并發線程數
    ThinkTime = 0.1#設定思考時間
    for i in range(1, nub+1):
        t = threading.Thread(target=myreq.req)
        threads.append(t)
    for t in threads:
        time.sleep(ThinkTime)
        #print "thread %s" %t #列印線程
        t.setDaemon(True)
        t.start()
    t.join()
    endtime = datetime.datetime.now()
    print ("request end time %s" %endtime)
    time.sleep(3)
    AverageTime = "{:.3f}".format(float(sum(myreq.times))/float(len(myreq.times))) #計算數組的平均值,保留3位小數
    print ("Average Response Time %s ms" %AverageTime )#列印平均響應時間
    usetime = str(endtime - starttime)
    hour = usetime.split(':').pop(0)
    minute = usetime.split(':').pop(1)
    second = usetime.split(':').pop(2)
    totaltime = float(hour)*60*60 + float(minute)*60 + float(second) #計算總的思考時間+請求時間
    print ("Concurrent processing %s" %nub) #列印并發數
    print ("use total time %s s" %(totaltime-float(nub*ThinkTime))) #列印總共消耗的時間
    print ("fail request %s" %myreq.error.count("0")) #列印錯誤請求數
      
request start time 2020-09-09 11:24:24.234534
request end time 2020-09-09 11:24:29.448628
Average Response Time 44.337 ms
Concurrent processing 50
use total time 0.21409400000000023 s
fail request 0
      

  

多思考也是一種努力,做出正确的分析和選擇,因為我們的時間和精力都有限,是以把時間花在更有價值的地方。