如何对在AWS上部署的Flask应用程序进行50次并发调用?

时间:2017-05-09 10:28:44

标签: python-3.x amazon-web-services amazon-ec2 flask load-testing

我使用以下python脚本来测试在AWS实例上运行的应用程序

import sys
import requests
import logging
import random
from datetime import datetime
import threading
import os
import time


logger = logging.getLogger('Intrudx')
handle = logging.FileHandler('Intrudx.log')
formatter = logging.Formatter('%(asctime)s %(levelname)s %(message)s')
handle.setFormatter(formatter)
logger.addHandler(handle)
logger.setLevel(logging.INFO)


loop_count = int(sys.argv[1])
sleep_time = int(sys.argv[2])


# CHECKING THE HEARTBEAT
def heartbeat(SessionID, SiteID):
    logger.info("Starting heartbeat thread")
    try:
        heart_url = 'http://ec2-instance-address.com/license/heartbeat'
        heart_result = requests.post(heart_url, json={
                                                     "SessionID":str(SessionID),
                                                     "SiteID" : str(SiteID)
                                                      })
        if heart_result.status_code is 500:
            logger.error("Heartbeat Failed with 500")
            return "We Got 500"
        response_text = heart_result.json()["ResponseText"]
        logger.info("Heartbeat: "+str(response_text))
    except Exception as e:
        logger.error("Heartbeat Failed"+str(e))


# FINDING THE SERVER IP
def ip(SessionID):
    logger.info("Starting get server info thread")
    try:
        get_server_url = 'http://ec2-instance-address.com/server/getStreamingServer'
        get_server_result = requests.post(get_server_url, json={"SessionID": str(SessionID)})
        result_code = get_server_result.status_code
        if result_code is 500:
            logger.error("GetStreamingServerInfo: " + "Failed")
            return "We Got 500"
        response_text = get_server_result.json()["ResponseText"]
        logger.info("GetStreamingServerInfo: " + str(response_text))
    except Exception as e:
        logger.error("GetStreamingServerInfo: " + str(e))


def main():
    for i in range(loop_count):
        # LOGIN
        try:
            login_url = 'http://ec2-instance-address.com/user/login'
            login_result = requests.post(login_url, json={
                                                            "AccountName": "Account1",
                                                            "UserID": "user2",
                                                            "UserPassword": "test"
                                                         })
            result_code = login_result.status_code
            if result_code is 500:
                logger.error("Login: "+"Failed")
                return "We Got 500"
            SessionID = login_result.json()["SessionID"]
            response_text = login_result.json()["ResponseText"]
            logger.info("Login: "+str(response_text)+": "+ str(SessionID))
            print(str(SessionID)+str(response_text))

        except Exception as e:
            result_code = str(e)
            logger.error("Login: "+str(e))

        # GET NEW SITE
        try:
            get_new_site_url = 'http://ec2-instance-address.com/license/getNewSite'
            get_new_site_result = requests.post(get_new_site_url, json={"SessionID": str(SessionID)})
            result_code = get_new_site_result.status_code
            if result_code is 500:
                logger.error("Login: " + "Failed")
                return "We Got 500"
            response_text = get_new_site_result.json()["ResponseText"]
            site_id = get_new_site_result.json()["NewSiteID"]
            logger.info("getNewSite: "+str(response_text)+": "+str(site_id))

        except Exception as e:
            result_code = str(e)


             logger.error("getNewSite"+str(e))


        # STARTING HEARTBEAT THREAD
        try:
            threading.Thread(target=heartbeat(SessionID, site_id), args=(SessionID, site_id,)).start()
        except Exception as e:
            logger.error("Problem starting thread: "+str(e))

        # STARTING GET SERVER INFO THREAD
        try:
            threading.Thread(target=ip(SessionID), args=(SessionID)).start()
        except Exception as e:
            logger.error("Problem while starting Get Server Info Thread"+str(e))

此脚本仅使用一个用户,与服务器创建一个会话/连接以进行API调用。

以类似的方式,我想测试应用程序与50或100个不同的用户(使用不同的帐户/凭据)连接到服务器进行API调用。像50或100个用户同时使用该应用程序。所以我可以确保应用程序正确处理50个用户。

如何使用脚本进行此类测试?

更新:大部分路线都是隐藏的,需要@login_required。

2 个答案:

答案 0 :(得分:2)

我建议你试试Bees With Machine Guns。它是一个python脚本,它将启动微EC2实例并从这些实例向您的应用程序发送许多请求。这将模拟大量的性能测试流量。

我从AWS training videos on CBT Nuggets听到了这个消息。教师使用它来触发自动缩放并对其配置进行负载测试是有效的。

祝你好运。

答案 1 :(得分:1)

你也可以尝试我们的小工具k6:https://github.com/loadimpact/k6

您使用JavaScript编写虚拟用户的行为脚本,因此很容易让50个不同的用户使用不同的凭据登录。看起来像这样(这段代码需要调试:)

import http from "k6/http";

let login_url = "http://ec2-instance-address.com/user/login";
let get_new_site_url = "http://ec2-instance-address.com/license/getNewSite";
let credentials = [
    { "account": "Account1", "username": "joe", "password": "secret" },
    { "account": "Account2", "username": "jane", "password": "verysecret" }
];

export default function() {
  let session_id = doLogin();
  let response = doGetNewSite(session_id);
  let response_text = response["ResponseText"];
  let new_site_id = response["NewSiteID"];
  for (i = 0; i < loop_count; i++) {
    // do heartbeat stuff?
  }
}

function doLogin() {
  let index = Math.floor(Math.random() * credentials.length);
  let post_body = {
    "AccountName": credentials[index]["account"],
    "UserID": credentials[index]["username"],
    "UserPassword": credentials[index]["password"]
  };
  let http_headers = { "Content-Type": "application/json" };
  let res = http.post(login_url, JSON.stringify(post_body), { headers: http_headers });
  check(res, {
    "Response code is 200": (r) => r.status == 200,
    "Login successful": (r) => JSON.parse(r.body).hasOwnProperty("SessionID")
  });
  return JSON.parse(res.body)["SessionID"];
}

function doGetNewSite(session_id) {
  let http_headers = { "Content-Type": "application/json" };
  let post_body = { "SessionID": session_id };
  let res = http.post(get_new_site_url, JSON.strjngify(post_body), { headers: http_headers });
  check(res, {
    "Status code was 200": (r) => r.status == 200,
    "Got response text": (r) => JSON.parse(r.body).hasOwnProperty("ResponseText"),
    "Got new site id": (r) => JSON.parse(r.body).hasOwnProperty("NewSiteID")
  });
  return JSON.parse(res.body);
}