性能工具之 Locust 简单入门

前言

Locust is an easy-to-use, distributed, user load testing tool. It is intended for load-testing web sites (or other systems) and figuring out how many concurrent users a system can handle.

Locust是一个易于使用，分布式，用户负载测试工具。它用于负载测试web站点(或其他系统)并计算一个系统可以处理多少并发用户。

The idea is that during a test, a swarm of locusts will attack your website. The behavior of each locust (or test user if you will) is defined by you and the swarming process is monitored from a web UI in real-time. This will help you battle test and identify bottlenecks in your code before letting real users in.

在测试中，一群蝗虫会攻击你的网站。每个蝗虫(或者测试用户)的行为由您定义，集群过程由web UI实时监控。这将帮助您在让真正的用户进入之前进行测试并识别代码中的瓶颈。

Locust is completely event-based, and therefore it’s possible to support thousands of concurrent users on a single machine. In contrast to many other event-based apps it doesn’t use callbacks. Instead it uses light-weight processes, through gevent. Each locust swarming your site is actually running inside its own process (or greenlet, to be correct). This allows you to write very expressive scenarios in Python without complicating your code with callbacks.

Locust完全是基于事件的，因此在一台机器上支持数千个并发用户是可能的。与许多其他基于事件的应用程序不同，它不使用回调。相反，它通过gevent使用轻量级进程。每个聚集在你的站点上的蝗虫实际上是在它自己的进程中运行的(或者说是greenlet)。这允许您用Python编写非常有表现力的场景，而不用回调使代码复杂化。

帮助文档：https://docs.locust.io/en/stable/what-is-locust.html

快速安装

pip install locustio

主要命令

locust --help Usage: locust [options] [LocustClass [LocustClass2 ... ]] Options: -h, --help show this help message and exit -H HOST, --host=HOST Host to load test in the following format: http://10.21.32.33 --web-host=WEB_HOST Host to bind the web interface to. Defaults to '' (all interfaces) -P PORT, --port=PORT, --web-port=PORT Port on which to run web host -f LOCUSTFILE, --locustfile=LOCUSTFILE Python module file to import, e.g. '../other.py'. Default: locustfile --csv=CSVFILEBASE, --csv-base-name=CSVFILEBASE Store current request stats to files in CSV format. --master Set locust to run in distributed mode with this process as master --slave Set locust to run in distributed mode with this process as slave --master-host=MASTER_HOST Host or IP address of locust master for distributed load testing. Only used when running with --slave. Defaults to 127.0.0.1. --master-port=MASTER_PORT The port to connect to that is used by the locust master for distributed load testing. Only used when running with --slave. Defaults to 5557. Note that slaves will also connect to the master node on this port + 1. --master-bind-host=MASTER_BIND_HOST Interfaces (hostname, ip) that locust master should bind to. Only used when running with --master. Defaults to * (all available interfaces). --master-bind-port=MASTER_BIND_PORT Port that locust master should bind to. Only used when running with --master. Defaults to 5557. Note that Locust will also use this port + 1, so by default the master node will bind to 5557 and 5558. --expect-slaves=EXPECT_SLAVES How many slaves master should expect to connect before starting the test (only when --no-web used). --no-web Disable the web interface, and instead start running the test immediately. Requires -c and -r to be specified. -c NUM_CLIENTS, --clients=NUM_CLIENTS Number of concurrent Locust users. Only used together with --no-web -r HATCH_RATE, --hatch-rate=HATCH_RATE The rate per second in which clients are spawned. Only used together with --no-web -t RUN_TIME, --run-time=RUN_TIME Stop after the specified amount of time, e.g. (300s, 20m, 3h, 1h30m, etc.). Only used together with --no- web -L LOGLEVEL, --loglevel=LOGLEVEL Choose between DEBUG/INFO/WARNING/ERROR/CRITICAL. Default is INFO. --logfile=LOGFILE Path to log file. If not set, log will go to stdout/stderr --print-stats Print stats in the console --only-summary Only print the summary stats --no-reset-stats [DEPRECATED] Do not reset statistics once hatching has been completed. This is now the default behavior. See --reset-stats to disable --reset-stats Reset statistics once hatching has been completed. Should be set on both master and slaves when running in distributed mode -l, --list Show list of possible locust classes and exit --show-task-ratio print table of the locust classes' task execution ratio --show-task-ratio-json print json data of the locust classes' task execution ratio -V, --version show program's version number and exit

快速上手

第一步，编写一盒简单的脚本。

# -*- coding: utf-8 -*- # @Time : 2019/12/31 20:24 # @Author : 7DGroup # @File : SevenLoust.py # coding:utf-8 from locust import HttpLocust, TaskSet, task # HttpLocust 这个类的作用是用来发送http请求的 # TaskSet 这个类是定义用户行为的，相当于loadrunnerhttp协议的脚本，jmeter里面的http请求一样，要去干嘛的 # task 这个task是一个装饰器，它用来把一个函数，装饰成一个任务，也可以指定他们的先后执行顺序 class SevenLoust(TaskSet): # 自己定义的类，继承TaskSet，也就是这个类是实现咱们要去请求什么的 '''打开7DGroup''' @task(1) # @task#用task装饰器把这个函数装饰成一个咱们要执行的性能任务 def open_7dtest(self): # 这个函数里面定义的是咱们要具体做的操作 # 定义requests的请求头 header = { "User-Agent": "Mozilla/5.0 (Windows NT 10.0; Win64; x64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/79.0.3945.88 Safari/537.36"} r = self.client.get("/", headers=header, verify=False) # 请求这个url里面的哪个路径， print(r.status_code) assert r.status_code == 200 class websitUser(HttpLocust): # 这个类继承了HttpLocust，代表每个并发里面的每个用户 task_set = SevenLoust # 这个是每个用户都去干什么，指定了 SevenLoust 这个类， min_wait = 3000 # 单位毫秒 max_wait = 6000 # 单位毫秒 if __name__ == "__main__": import os # -f是指定一个python文件 后面跟上咱们刚才写的python文件 # --host是你要访问哪个网站，后面跟网站的url os.system("locust -f sevenLoust.py --host=http://www.7dtest.com/7DGroup/")

点击启动

打开浏览器显示：

参数说明：

Number of users to simulate 设置虚拟用户总数

Hatch rate (users spawned/second) 每秒启动虚拟用户数

第二步，点击 Start swarming开始运行性能测试。

主要参数说明：

Type：请求类型；

Name：请求路径；

requests：当前请求的数量；

fails：当前请求失败的数量；

Median：中间值，单位毫秒，一般服务器响应时间低于该值，而另一半高于该值；

Average：所有请求的平均响应时间，毫秒；

Min：请求的最小的服务器响应时间，毫秒；

Max：请求的最大服务器响应时间，毫秒；

Content Size：单个请求的大小，单位字节；

reqs/sec：每秒钟请求的个数。

第三步，查看报告显示。

吞吐量/每秒响应事务数（rps）实时统计

平均响应时间/平均事务数实时统计

虚拟用户数运行

第四步，停止点击按钮结束测试

总结

以上是简单上手示例，只要会点 Python 基础，就可以快速入门。

Python 压力测试 网站

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