2022年 11月 4日

python脚本实现压力测试

import base64
import os
import urllib
import numpy as np
import requests, time, json, threading, random

class Presstest(object):
“””
并发压力测试
“””

def __init__(self, press_url):
    self.press_url = press_url

def test_interface(self):
    '''压测接口'''
    global INDEX
    INDEX += 1

    global ERROR_NUM
    global TIME_LENS
    try:
        start = time.time()
        file="./test_file/"
        response_content = self.do_request(self.press_url, file)
        end = time.time()
        TIME_LENS.append(end - start)
        print('end')
    except Exception as e:
        print(e)
        ERROR_NUM += 1
        print(e)

def test_onework(self):
    '''一次并发处理单个任务'''
    i = 0
    while i < ONE_WORKER_NUM:
        i += 1
        self.test_interface()
    time.sleep(LOOP_SLEEP)

def do_request(self, url, file):

    count = 0

    dir_list = os.listdir(file)

    for i in dir_list:
        dir_name = i.split('.')

        if dir_name[-1] == "jpg" or dir_name[-1] == "png":
            with open(file + i, 'rb') as f:
                data = f.read()
                encoded_data = str(base64.b64encode(data), encoding='utf-8')
                datas = {"imgdata": encoded_data}
                start_time = time.time()
                # r = requests.post(url, data)
                requests.DEFAULT_RETRIES = 5  # 增加重试连接次数
                s = requests.session()
                s.keep_alive = False
                r = requests.post(url, data=json.dumps(datas), headers={'Content-Type': 'application/json'},
                                  timeout=200)

                text = json.loads(r.text)
                end_time = time.time()
                count += round(end_time - start_time, 3)
            print(i)
            print(round(end_time - start_time, 3))
            print(count)




def run(self):
    '''使用多线程进程并发测试'''
    t1 = time.time()
    Threads = []

    for i in range(THREAD_NUM):
        t = threading.Thread(target=self.test_onework, name="T" + str(i))
        t.setDaemon(True)
        Threads.append(t)

    for t in Threads:
        t.start()
    for t in Threads:
        t.join()
    t2 = time.time()

    print("===============压测结果===================")
    print("URL:", self.press_url)
    print("任务数量:", THREAD_NUM, "*", ONE_WORKER_NUM, "=", THREAD_NUM * ONE_WORKER_NUM)
    print("总耗时(秒):", t2 - t1)
    print("每次请求耗时(秒):", (t2 - t1) / (THREAD_NUM * ONE_WORKER_NUM))
    print("每秒承载请求数:", 1 / ((t2 - t1) / (THREAD_NUM * ONE_WORKER_NUM)))
    print("错误数量:", ERROR_NUM)
    print(INDEX)
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if name == ‘main’:
press_url = ‘http://127.0.0.1:8080/icr/’
TIME_LENS = []
INDEX = 0
THREAD_NUM = 50 # 并发线程总数
ONE_WORKER_NUM = 50 # 每个线程的循环次数
LOOP_SLEEP = 0 # 每次请求时间间隔(秒)
ERROR_NUM = 0 # 出错数

obj = Presstest(press_url)
obj.run()
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