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測試下多線程和gevent在socket服務端的小包表現能力,測試的方法不太嚴謹,python
有點屬於自娛自樂,要是有問題之處,請你們噴之 !
mongodb
每一個鏈接都特地堵塞了0.5秒鐘 !apache
在大批量tcp測試下,threading的開銷愈來愈大,因此形成了在併發數加大的狀況下,出現threading崩潰的狀況 ! gevent是 libevent和協程的融合,一個線程裏面均可以跑超多的協程! 利用libevent作io堵塞的調度 ,gevent體系下,同一時間只有一個任務在運行 ! 後端
先來測試下多線程: 咱們就不加線程池了多線程
#!/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,每一個鏈接堵塞的時間是0.5併發
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的時候~socket
gevent:tcp
#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服務:ide
併發數值是500的時候!
time ab -n 10000 -c 500 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 7777 Document Path: / Document Length: 0 bytes Concurrency Level: 500 Time taken for tests: 11.312 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 20000 bytes HTML transferred: 0 bytes Requests per second: 884.04 [#/sec] (mean) Time per request: 565.584 [ms] (mean) Time per request: 1.131 [ms] (mean, across all concurrent requests) Transfer rate: 1.73 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 44 202.7 0 1001 Processing: 500 513 10.1 511 707 Waiting: 500 513 10.1 511 707 Total: 500 557 204.1 512 1525 Percentage of the requests served within a certain time (ms) 50% 512 66% 515 75% 517 80% 519 90% 531 95% 552 98% 1521 99% 1523 100% 1525 (longest request) real 0m11.334s user 0m0.159s sys 0m0.730s
服務端看到的信息都是正常的!
併發是1000的時候:
time ab -n 10000 -c 1000 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$Revision: 655654 $> Copyright 1996 Adam Twiss, Zeus Technology Ltd, http://www.zeustech.net/ Licensed to The Apache Software Foundation, http://www.apache.org/ Benchmarking 127.0.0.1 (be patient) Completed 1000 requests Completed 2000 requests Completed 3000 requests Completed 4000 requests Completed 5000 requests Completed 6000 requests Completed 7000 requests Completed 8000 requests Completed 9000 requests Completed 10000 requests Finished 10000 requests Server Software: Server Hostname: 127.0.0.1 Server Port: 7777 Document Path: / Document Length: 0 bytes Concurrency Level: 1000 Time taken for tests: 7.406 seconds Complete requests: 10000 Failed requests: 0 Write errors: 0 Total transferred: 20000 bytes HTML transferred: 0 bytes Requests per second: 1350.22 [#/sec] (mean) Time per request: 740.623 [ms] (mean) Time per request: 0.741 [ms] (mean, across all concurrent requests) Transfer rate: 2.64 [Kbytes/sec] received Connection Times (ms) min mean[+/-sd] median max Connect: 0 175 491.7 0 3000 Processing: 500 520 17.7 515 707 Waiting: 500 520 17.7 515 707 Total: 500 695 492.5 517 3521 Percentage of the requests served within a certain time (ms) 50% 517 66% 523 75% 538 80% 569 90% 1515 95% 1530 98% 1539 99% 3514 100% 3521 (longest request) real 0m7.428s user 0m0.208s sys 0m0.741s
當併發到1500的時候:
time ab -n 10000 -c 1500 http://127.0.0.1:7777/ This is ApacheBench, Version 2.3 <$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
出現了少許的報錯:
gevent 能夠加個隊列,來限制協程的數目,可是數目限制了,雖然穩定了,可是併發數上不去。
from gevent.pool import Pool pool = Pool(N)
這裏測試有點簡單,雖然已經安排了鏈接的堵塞,可是畢竟不符合業務。 有時間把後端的任務改爲才mongodb取數據 !