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测试下多线程和gevent在socket服务端的小包表现能力,测试的方法不太严谨,
有点属于自娱自乐,要是有问题之处,请大家喷之 !
每个连接都特意堵塞了0.5秒钟 !
在大批量tcp测试下,threading的开销越来越大,所以造成了在并发数加大的情况下,出现threading崩溃的情况 ! gevent是 libevent和协程的融合,一个线程里面都可以跑超多的协程! 利用libevent做io堵塞的调度 ,gevent体系下,同一时间只有一个任务在运行 !
先来测试下多线程: 我们就不加线程池了
#!/usr/bin/env python # -*- coding: utf-8 -*- #xiaorui.cc import sys import socket import time import threading #xiaorui.cc def threads(port): s = socket.socket() s.bind(('0.0.0.0', port)) s.listen(500) while True: cli, addr = s.accept() t = threading.Thread(target=handle_request, args=(cli, time.sleep)) t.daemon = True t.start() def handle_request(s, sleep): try: s.recv(1024) sleep(0.5) s.send('''http/1.0 200 OK Hello World! ''') s.shutdown(socket.SHUT_WR) print '.', except Exception, ex: print ex finally: sys.stdout.flush() s.close() if __name__ == '__main__': threads(4444)
用threading跑socket,每个连接堵塞的时间是0.5
time ab -n 10000 -c 500 http://127.0.0.1:4444/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 4444 Document Path: / Document Length: 0 bytes Concurrency Level: 500 Time taken for tests: 11.123 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 470000 bytes HTML transferred: 0 bytes Requests per second: 899.01 [#/sec] (mean) Time per request: 556.166 [ms] (mean) Time per request: 1.112 [ms] (mean, across all concurrent requests) Transfer rate: 41.26 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 33 177.0 0 1000 Processing: 500 508 33.9 501 1132 Waiting: 500 508 33.9 501 1132 Total: 500 541 201.8 501 2132 Percentage of the requests served within a certain time (ms) 50% 501 66% 501 75% 502 80% 505 90% 522 95% 532 98% 1534 99% 1722 100% 2132 (longest request) real 0m11.145s user 0m0.210s sys 0m0.961s
加到800的时候~
gevent:
#xiaorui.cc import sys import socket import time import gevent from gevent import socket def server(port): s = socket.socket() s.bind(('0.0.0.0', port)) s.listen(500) while True: cli, addr = s.accept() gevent.spawn(handle_request, cli, gevent.sleep) def handle_request(s, sleep): try: data=s.recv(1024) sleep(0.5) s.send('''http/1.0 200 OK Hello World! this is xiaorui.cc !!!''') print data request_string = "GET %s HTTP/1.1\r\nHost: %s\r\n\r\nServer: xiaorui.cc\n" %('index.html', '127.0.0.1') s.send(request_string) s.shutdown(socket.SHUT_WR) print '.',‘be killed’ except Exception, ex: print ex finally: s.close() if __name__ == '__main__': server(7777)
gevent跑socket服务:
并发数值是500的时候!
time ab -n 10000 -c 500 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 7777 Document Path: / Document Length: 0 bytes Concurrency Level: 500 Time taken for tests: 11.312 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 20000 bytes HTML transferred: 0 bytes Requests per second: 884.04 [#/sec] (mean) Time per request: 565.584 [ms] (mean) Time per request: 1.131 [ms] (mean, across all concurrent requests) Transfer rate: 1.73 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 44 202.7 0 1001 Processing: 500 513 10.1 511 707 Waiting: 500 513 10.1 511 707 Total: 500 557 204.1 512 1525 Percentage of the requests served within a certain time (ms) 50% 512 66% 515 75% 517 80% 519 90% 531 95% 552 98% 1521 99% 1523 100% 1525 (longest request) real 0m11.334s user 0m0.159s sys 0m0.730s
服务端看到的信息都是正常的!
并发是1000的时候:
time ab -n 10000 -c 1000 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 7777 Document Path: / Document Length: 0 bytes Concurrency Level: 1000 Time taken for tests: 7.406 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 20000 bytes HTML transferred: 0 bytes Requests per second: 1350.22 [#/sec] (mean) Time per request: 740.623 [ms] (mean) Time per request: 0.741 [ms] (mean, across all concurrent requests) Transfer rate: 2.64 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 175 491.7 0 3000 Processing: 500 520 17.7 515 707 Waiting: 500 520 17.7 515 707 Total: 500 695 492.5 517 3521 Percentage of the requests served within a certain time (ms) 50% 517 66% 523 75% 538 80% 569 90% 1515 95% 1530 98% 1539 99% 3514 100% 3521 (longest request) real 0m7.428s user 0m0.208s sys 0m0.741s
当并发到1500的时候:
time ab -n 10000 -c 1500 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 7777 Document Path: / Document Length: 0 bytes Concurrency Level: 1500 Time taken for tests: 5.290 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 20000 bytes HTML transferred: 0 bytes Requests per second: 1890.27 [#/sec] (mean) Time per request: 793.536 [ms] (mean) Time per request: 0.529 [ms] (mean, across all concurrent requests) Transfer rate: 3.69 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 214 404.9 1 1003 Processing: 500 522 23.0 514 716 Waiting: 500 522 23.0 514 716 Total: 500 736 406.7 520 1712 Percentage of the requests served within a certain time (ms) 50% 520 66% 558 75% 602 80% 1506 90% 1526 95% 1531 98% 1535 99% 1548 100% 1712 (longest request) real 0m5.313s user 0m0.275s sys 0m0.763s
出现了少量的报错:
gevent 可以加个队列,来限制协程的数目,但是数目限制了,虽然稳定了,但是并发数上不去。
from gevent.pool import Pool pool = Pool(N)
这里测试有点简单,虽然已经安排了连接的堵塞,但是毕竟不符合业务。 有时间把后端的任务改成才mongodb取数据 !