locust快速入门--使用分布式提高测试压力

背景：

使用默认的locust启动命令进行压测时，尽管已经将用户数设置大比较大（400），但是压测的时候RPS一直在100左右。需要增加压测的压力。

问题原因：

如果你是通过命令行启动的或者参考之前文章的启动方式：

命令行：
locust 库方法：
`

因为create_local_runner会创建一个LocalRunner，这个runner只有一个WorkerNode

解决方式：

单机：充分利用CPU每一个核心
- os_start(True)，指定参数True``则充分利用cpu的性能，否则就和之前调用create_local_runner一样。使用os、multiprocessing完成，模拟的是命令行启动locust的操作.。
- local_start(True),使用locust的库方法，根据CPU的核心数、线程数创建WorkerNode

多机：利用多台机器的能力提高测试压力

slave_start(master_ip, master_port=5557)，指定主机的IP及端口号。

python 复制代码

# -*- coding:UTF-8 -*-

"""
 @ProjectName  : pyExamples 
 @FileName     : locust_demo
 @Description  : 
 @Time         : 2024/1/4 下午11:30
 @Author       : Qredsun
 """
import os
import socket
import psutil
from multiprocessing import Process
from locust import HttpUser, events, task, between
from locust.env import Environment


class UserRun(HttpUser):
    wait_time = between(min_wait=0.1, max_wait=0.2)  # 设置task运行间隔

    @task  # 装饰器，说明下面是一个任务
    def getuser_(self):
        url = 'https://analytics.cnblogs.com/api/v1/reports'  # 接口请求的URL地址
        payload = {"blogId": 485117, "postId": 10365033,
                   "url": "https://www.cnblogs.com/happyyangyanghappy/p/10365033.html", "resolution": "1920x1080",
                   "referrer": "https://www.ecosia.org/", "createdAt": "2024-01-04T16:17:52.241Z"}
        with  self.client.post(url, json=payload, catch_response=True) as rsp:
            if rsp.status_code == 200:
                rsp.success()
            else:
                rsp.failure(f'接口调用失败：{rsp.json()}')


def current_ip():
    ip = None
    interfaces = psutil.net_connections(kind='inet4')
    for interface in interfaces:
        if interface.type == socket.SocketKind.SOCK_STREAM and interface.status is not None and bool(interface.raddr):
            if interface.raddr.ip != "127.0.0.1":
                print(interface.laddr.ip)
                ip = interface.laddr.ip
            break
    return ip


def local_start(multiprocess=False, master_ip=None):
    # 使用locust库启动
    web_host = current_ip()
    web_port = 8089

    runners = []

    master_env = Environment(user_classes=[UserRun], events=events)
    if multiprocess:
        # 主节点
        master_ip = web_host
        master_port = 5557
        master_runner = master_env.create_master_runner(master_bind_host=master_ip, master_bind_port=master_port)
        # 工作节点数量
        process_num = psutil.cpu_count()

        # slave
        for _ in range(process_num):
            env = Environment(user_classes=[UserRun], events=events)
            slave_runner = env.create_worker_runner(master_host=master_ip, master_port=master_port)
            runners.append(slave_runner)

    else:
        master_runner = master_env.create_local_runner()
    runners.append(master_runner)
    web_ui = master_env.create_web_ui(host=web_host, port=web_port)
    runners.append(web_ui)

    master_env.events.init.fire(environment=master_env, runner=master_runner, web_ui=web_ui)

    for runner in runners:
        runner.greenlet.join()


def os_start(multiprocess=False):
    # 使用os库启动
    web_host = current_ip()
    web_port = 8089

    master_ip = web_host
    master_port = 5557

    master_cmd = f"locust -f {os.path.basename(__file__)}  --web-host {web_host} --web-port {web_port} --run-time 180s"

    process_num = psutil.cpu_count(logical=True)
    process_list = []
    if multiprocess:
        if os.name == "nt":
            # Windows 系统
            master_cmd += f" --master --master-bind-host {master_ip} --master-bind-port {master_port}"
            process_list.append(Process(target=os.system, args=(master_cmd,)))
            slave_cmd = f"locust -f {os.path.basename(__file__)}  --worker --master-host {master_ip} --master-port {master_port}"
            for _ in range(process_num):
                process_list.append(Process(target=os.system, args=(slave_cmd,)))
        else:
            # linux
            master_cmd += f" --master-host {master_ip} --master-port {master_port} --processes -1"
            process_list.append(Process(target=os.system, args=(master_cmd,)))
    else:
        process_list.append(Process(target=os.system, args=(master_cmd,)))

    for p in process_list:
        p.start()

    for p in process_list:
        p.join()

def slave_start(master_ip, master_port=5557):
    # 使用locust库启动
    runners = []
    # 工作节点数量
    process_num = psutil.cpu_count()

    # slave
    for _ in range(process_num):
        env = Environment(user_classes=[UserRun], events=events)
        slave_runner = env.create_worker_runner(master_host=master_ip, master_port=master_port)
        runners.append(slave_runner)

    for runner in runners:
        runner.greenlet.join()

if __name__ == '__main__':
    # os_start(True)
    local_start(True)

locust快速入门--使用分布式提高测试压力

背景：

问题原因：

解决方式：

工作效果：