web编程速度大比拼(nodejs go python)(非专业对比)

寻技术 Python编程 / JS脚本 2023年07月19日 159

C10K问题的解决,涌现出一大批新框架,或者新语言,那么问题来了:到底谁最快呢?非专业程序猿来个非专业对比。

比较程序:输出Hello World!

测试程序:siege –c 100 –r 100 –b

例子包括:

1.go用http模块实现的helloworld

2.go用martini微框架实现的Helloworld

3.python3 python2 pypy分别用gevent server  tornado实现的Hello world

4.python3 python2 pypy分别用微框架bottle+gevent实现的Hello world

5.NodeJS纯JS实现的Helloworld

6.NodeJS用express框架实现的Helloworld

测试平台:

公司老旧的奔腾平台 Pentium(R) Dual-Core  CPU      E6700  @ 3.20GHz

内存2GB(够弱了吧)

先来宇宙最快的GO的测试:

 package main
 
 import (
         "fmt"
         "net/http"
 )
 
 func sayhelloName(w http.ResponseWriter, r *http.Request){
         fmt.Fprintf(w, "hello world!")
 }
 
 func main() {
         http.HandleFunc("/", sayhelloName)
         http.ListenAndServe(":9090", nil)
 }

连续测试5次,成绩大体如下:

 Transactions:                  10000 hits
 Availability:                 100.00 %
 Elapsed time:                   4.11 secs
 Data transferred:               0.11 MB
 Response time:                  0.03 secs
 Transaction rate:            2433.09 trans/sec
 Throughput:                     0.03 MB/sec
 Concurrency:                   79.76
 Successful transactions:       10000
 Failed transactions:               0
 Longest transaction:            0.20
 Shortest transaction:           0.00

4.11秒,不错的成绩

再看NodeJS的例子:

 var http = require("http");
 http.createServer(function(request, response) {
     response.writeHead(200, {"Content-Type": "text/plain"});
     response.write("Hello World!");
     response.end();
 }).listen(8000);
 console.log("nodejs start listen 8888 port!");
 

测试结果如下:

 Transactions:                  10000 hits
 Availability:                 100.00 %
 Elapsed time:                   5.00 secs
 Data transferred:               0.11 MB
 Response time:                  0.04 secs
 Transaction rate:            2000.00 trans/sec
 Throughput:                     0.02 MB/sec
 Concurrency:                   86.84
 Successful transactions:       10000
 Failed transactions:               0
 Longest transaction:            0.17
 Shortest transaction:           0.00

5秒,比Go稍微慢一点

接下来是Python,由于python自带的wsgiref服务器,只是一个参考实现,性能很差,所以这里选用了两个性能不错的WSGI服务器gevent、tornado

gevent代码如下:

 #!/usr/bin/python
 from gevent import pywsgi
 
 def hello_world(env, start_response):
     if env['PATH_INFO'] == '/':
         start_response('200 OK', [('Content-Type', 'text/html')])
         return ["hello world"]
 
 print 'Serving on https://127.0.0.1:8000'
 server = pywsgi.WSGIServer(('0.0.0.0', 8000), hello_world )
 server.serve_forever()
 

tornado的代码如下:

 from tornado import httpserver
 from tornado import ioloop
 def handle_request(request):
     if request.uri=='/':
         message = b"Hello World!"
         request.write(b"HTTP/1.1 200 OK\r\nContent-Length: %d\r\n\r\n%s" % (
                  len(message), message))
         request.finish()
 
 http_server = httpserver.HTTPServer(handle_request)
 http_server.bind(8888)
 http_server.start()
 ioloop.IOLoop.instance().start()
 

由于python的例子要分别在python2 python3 pypy下跑,结果太多,我这里只给结果:

gevent:

python2:5.8秒,python3:7.5秒,pypy:4.8秒

有意思的是:pypy第一次跑用了6.8秒,第二次以后全是4.8秒(感觉原因是第一次由于jit浪费了一点时间)贴出某次pypy的成绩:

 Transactions:                  10000 hits
 Availability:                 100.00 %
 Elapsed time:                   4.77 secs
 Data transferred:               0.10 MB
 Response time:                  0.04 secs
 Transaction rate:            2096.44 trans/sec
 Throughput:                     0.02 MB/sec
 Concurrency:                   90.38
 Successful transactions:       10000
 Failed transactions:               0
 Longest transaction:            0.13
 Shortest transaction:           0.00
 

接下来是tornado:

python2:9.05秒,python3:8.6秒,pypy:5.95秒

同样:pypy第一次执行的时间为9.45秒,以后的每次只执行时间为5.9秒多一些

可以看出,pypy 与go nodejs性能相当,其中go最快为4.11秒,pypy+gevent与nodejs性能差不多,pypy稍好一点,pypy+tornado则稍慢于nodejs。

2。框架篇:

从上边例子可以看到,纯代码写起来还是比较麻烦的,一般我们都是用框架来写web,我选了几个轻量级的框架来输出helloworld:

go+martini

 package main
 
 import "github.com/codegangsta/martini"
 
 func main() {
   m := martini.Classic()
   m.Get("/", func() string {
     return "Hello world!"
   })
   m.Run()
 }
 

运行时间为:

 Transactions:                  10000 hits
 Availability:                 100.00 %
 Elapsed time:                   4.69 secs
 Data transferred:               0.11 MB
 Response time:                  0.04 secs
 Transaction rate:            2132.20 trans/sec
 Throughput:                     0.02 MB/sec
 Concurrency:                   90.23
 Successful transactions:       10000
 Failed transactions:               0
 Longest transaction:            0.17
 Shortest transaction:           0.00
 

nodejs+express:

 var express = require('express')
 var app = express()
  
 app.get('/', function (req, res) {
   res.send('Hello World')
 })
  
 app.listen(3000)

用时:

 Transactions:                  10000 hits
 Availability:                 100.00 %
 Elapsed time:                   5.90 secs
 Data transferred:               0.10 MB
 Response time:                  0.06 secs
 Transaction rate:            1694.92 trans/sec
 Throughput:                     0.02 MB/sec
 Concurrency:                   96.44
 Successful transactions:       10000
 Failed transactions:               0
 Longest transaction:            0.13
 Shortest transaction:           0.01
 

python gevent+bottle:

 from gevent import monkey
 monkey.patch_all()
 from bottle import run,get
 
 @get("/")
 def index():
     return "Hello world!"
 
 run(server='gevent')
 

用时:python2 10.05秒,python3:12.95秒,pypy:5.85秒

python tornado:

 import tornado.httpserver
 import tornado.ioloop
 import tornado.web
 
 class IndexHandler(tornado.web.RequestHandler):
     def get(self):
         self.write('Hello World!')
 
 if __name__ == "__main__":
     app = tornado.web.Application(handlers=[(r"/",IndexHandler)])
     http_server = tornado.httpserver.HTTPServer(app)
     http_server.listen(8000)
     tornado.ioloop.IOLoop.instance().start()
 

用时:python2 11.85秒,python3:11.79秒,pypy:6.65秒

总结:可以看到,python在开启jit技术的pypy上web响应速度已经略优于nodejs,跟golang还有一定差距,但在同一数量级,标准python就稍微慢一些。

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