【Locust】实现grpc接口性能测试

一、locust

https://www.locust.io/

二、准备测试服务

1、下载测试服务

https://github.com/grpc/grpc.git

2、使用编辑器或者IDE打开

 3、proto文件位置

 4、创建测试代码

安装相关库

pip install locust grpcio grpcio-tools

python -m grpc_tools.protoc -I=/path/to/proto --python_out=/path/to/proto --grpc_python_out=/path/to/proto /path/to/proto/helloworld.proto

三、编写测试脚本

可以将脚本放入pb2文件同一目录，创建test.py

import sys
import grpc
import inspect
import time
import gevent
from locust.contrib.fasthttp import FastHttpUser
from locust import task, events, constant
from locust.runners import STATE_STOPPING, STATE_STOPPED, STATE_CLEANUP, WorkerRunner
import helloworld_pb2
import helloworld_pb2_grpc

def stopwatch(func):
    
    def wrapper(*args, **kwargs):
       
       
        previous_frame = inspect.currentframe().f_back
        _, _, task_name, _, _ = inspect.getframeinfo(previous_frame)
        start = time.time()
        result = None
        try:
            result = func(*args, **kwargs)
        except Exception as e:
            total = int((time.time() - start) * 1000)
            events.request.fire(request_type="TYPE",
                                        name=task_name,
                                        response_time=total,
                                        response_length=0,
                                        exception=e)
        else:
            total = int((time.time() - start) * 1000)
            events.request.fire(request_type="TYPE",
                                        name=task_name,
                                        response_time=total,
                                        response_length=0)
        return result
    return wrapper

class GRPCMyLocust(FastHttpUser):
    host = 'http://127.0.0.1:50051'
    wait_time = constant(0)
    def on_start(self):
        pass
    def on_stop(self):
        pass
    @task
    @stopwatch
    def grpc_client_task(self):
        try:
            with grpc.insecure_channel('127.0.0.1:50051') as channel:
                stub = helloworld_pb2_grpc.GreeterStub(channel)
                response = stub.SayHello(helloworld_pb2.HelloRequest(name='criss'))
                print(response)
        except (KeyboardInterrupt, SystemExit):
            sys.exit(0)

四、启动grpc服务端

五、启动测试脚本

六、执行测试

1、打开UI界面

 2、检查服务端输出

3、检查UI界面显示

 到此，我们简单完成了使用locust对grpc服务的测试

参考链接：

Locust完成gRPC协议的性能测试-腾讯云开发者社区-腾讯云

locust压测grpc locust压测sdk_mob6454cc64e36b的技术博客_51CTO博客

Locust对gRPC协议进行压测 - DaisyLinux - 博客园