python---爬虫相关性能（各个异步模块的使用，和自定义异步IO模块），python---io,一：线程池，进程池等
python---爬虫相关性能（各个异步模块的使用，和自定义异步IO模块），python---io,一：线程池，进程池等
一：线程池，进程池等相关文章了解
python---基础知识回顾（十）进程和线程（py2中自定义线程池和py3中的线程池使用）
python---基础知识回顾（十）进程和线程（协程gevent：线程在I/O请求上的优化）
python---异步IO(asyncio)协程
二：异步I/O模块的了解（同协程：线程在I/O请求上的优化）
（一）asyncio模块的使用
1.使用简单实例
import asyncio,timeasync def func1(num): print(num,"before func1.....") await asyncio.sleep(num) print(num,"after func1......")tasks = [ asyncio.ensure_future(func1(1)), asyncio.ensure_future(func1(3)),]begin = time.time()loop = asyncio.get_event_loop()loop.run_until_complete(asyncio.gather(*tasks))loop.close()end = time.time()print(end-begin)
1 before func1.....3 before func1.....1 after func1......3 after func1......3.003171682357788
（二）.异步获取网站资源（不支持requests模块），使用asyncio模块的socket请求完成
不支持requests请求的原因：
异步的实现，需要自动切换协程，需要用到await或者yield，
而requests模块不提供切换协程的条件，所以当第一条协程执行到请求部分就停下来了，等服务器响应，
不会切到其他的协程去执行。
requests会阻塞asyncio循环，所以会出现收不到服务器响应的情况。可以使用aiohttp替代requests解决这个问题。
使用asyncio实现requests请求获取资源
import asyncio,timeasync def func1(host,url=‘/‘): print(host,url) reader, writer = await asyncio.open_connection(host,80) request_header_content = ‘‘‘GET %s HTTP/1.0\r\nHost: %s\r\n\r\n‘‘‘%(url,host) request_header_content = bytes(request_header_content,encoding="utf-8") writer.write(request_header_content) await writer.drain() text = await reader.read() print(host,url,text) writer.close()tasks = [ asyncio.ensure_future(func1(‘www.cnblogs.com‘,‘/ssyfj/‘)), asyncio.ensure_future(func1(‘www.baidu.com‘)), asyncio.ensure_future(func1(‘www.ckook.com‘,‘/forum.php‘)),]begin = time.time()loop = asyncio.get_event_loop()loop.run_until_complete(asyncio.gather(*tasks))loop.close()end = time.time()print(end-begin)
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\xe5\xa4\xb4\xe9\x83\xa8 -->\r\n\r\n<div id="main">\r\n\t<div id="mainContent">\r\n\t<div class="forFlow">\r\n\t\t\r\n\r\n<!--done-->\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl00_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/24.html">2018\xe5\xb9\xb46\xe6\x9c\x8824\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl00_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9219360.html">python---\xe5\xbc\x82\xe6\xad\xa5IO(asyncio)\xe5\x8d\x8f\xe7\xa8\x8b</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe7\xae\x80\xe5\x8d\x95\xe4\xba\x86\xe8\xa7\xa3 \xe5\x9c\xa8py3\xe4\xb8\xad\xe5\x86\x85\xe7\xbd\xae\xe4\xba\x86asyncio\xe6\xa8\xa1\xe5\x9d\x97\xe3\x80\x82\xe5\x85\xb6\xe7\xbc\x96\xe7\xa8\x8b\xe6\xa8\xa1\xe5\x9e\x8b\xe5\xb0\xb1\xe6\x98\xaf\xe4\xb8\x80\xe4\xb8\xaa\xe6\xb6\x88\xe6\x81\xaf\xe5\xbe\xaa\xe7\x8e\xaf\xe3\x80\x82 \xe6\xa8\xa1\xe5\x9d\x97\xe6\x9f\xa5\xe7\x9c\x8b\xef\xbc\x9a \xe8\xb0\x83\xe7\x94\xa8\xe6\xad\xa5\xe9\xaa\xa4\xef\xbc\x9a \xe7\xae\x80\xe5\x8d\x95\xe4\xbd\xbf\xe7\x94\xa8\xef\xbc\x9a 1 before func1 2 before func1 1 after func1 2 after func1 5.00528621673584 \xe5\xae\x9a\xe4\xb9\x89\xe4\xb8\x80\xe4\xb8\xaa\xe5\x8d\x8f\xe7\xa8\x8b\xef\xbc\x88\xe4\xb8\x8d\xe5\x90\x8c\xe4\xba\x8e\xe4\xb8\x8a\xe9\x9d\xa2\xe7\x9a\x84\xe5\xae\x9e\xe4\xbe\x8b\xef\xbc\x89 D:<a href="https://www.cnblogs.com/ssyfj/p/9219360.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-24 16:28 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(4) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9219360" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl01_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/23.html">2018\xe5\xb9\xb46\xe6\x9c\x8823\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl01_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9219257.html">python---await/async\xe5\x85\xb3\xe9\x94\xae\xe5\xad\x97</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe6\x8e\xa8\xe6\x96\x87\xef\xbc\x9a\xe7\x8e\xa9\xe8\xbd\xac Python 3.5 \xe7\x9a\x84 await/async \xe9\xa6\x96\xe5\x85\x88\xe7\x9c\x8b\xe6\xad\xa3\xe5\xb8\xb8\xe7\x9a\x84\xe4\xb8\xa4\xe4\xb8\xaa\xe5\x87\xbd\xe6\x95\xb0\xe4\xb9\x8b\xe9\x97\xb4\xe7\x9a\x84\xe6\x89\xa7\xe8\xa1\x8c \xe6\x97\xa0\xe6\xb3\x95\xe5\xae\x9e\xe7\x8e\xb0\xe4\xb8\xa4\xe4\xb8\xaa\xe5\x87\xbd\xe6\x95\xb0\xe4\xb9\x8b\xe9\x97\xb4\xe7\x9a\x84\xe4\xba\xa4\xe4\xba\x92\xe3\x80\x82 \xe5\xb0\x86\xe8\xbf\x99\xe4\xb8\xa4\xe4\xb8\xaa\xe5\x87\xbd\xe6\x95\xb0\xe8\xae\xbe\xe7\xbd\xae\xe4\xb8\xba\xe5\x8d\x8f\xe7\xa8\x8b\xef\xbc\x8c\xe5\x8a\xa0\xe4\xb8\x8aasync\xe5\x85\xb3\xe9\x94\xae\xe5\xad\x97 \xe9\x82\xa3\xe4\xb9\x88\xef\xbc\x8c\xe4\xb8\xba\xe4\xbb\x80\xe4\xb9\x88\xe8\xa6\x81\xe6\x9c\x89\xe4\xb8\x80\xe4\xb8\xaa\xe5\x8d\x8f\xe7\xa8\x8b\xe5\xaf\xb9\xe8\xb1\xa1\xef\xbc\x9f\xe4\xbb\xa3\xe7\xa0\x81\xe5\x88\xb0\xe5\xba\x95\xe5\xa6\x82\xe4\xbd\x95\xe6\x89\xa7\xe8\xa1\x8c\xef\xbc\x9f \xe5\x85\xb3\xe9\x94\xae\xe4\xb9\x8b\xe5\xa4\x84\xe6\x98\xaf\xe5\x8d\x8f\xe7\xa8\x8b\xe7\xa1\xae\xe5\xae\x9e\xe6\x98\xaf\xe4\xb8\x8e Python \xe7\x9a\x84\xe7\x94\x9f\xe6\x88\x90\xe5\x99\xa8\xe9\x9d\x9e\xe5\xb8\xb8\xe7\x9b\xb8\xe4\xbc\xbc\xef\xbc\x8c\xe4\xb9\x9f\xe9\x83\xbd\xe6\x9c\x89\xe4\xb8\x80\xe4\xb8\xaa send \xe6\x96\xb9<a href="https://www.cnblogs.com/ssyfj/p/9219257.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-23 23:28 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(7) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9219257" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n\t\t\t<div class="postSeparator"></div>\r\n\t\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl01_DayList_TitleUrl_1" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9218730.html">python---\xe5\x8d\x8f\xe7\xa8\x8b\xe7\x90\x86\xe8\xa7\xa3</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe6\x8e\xa8\xe6\x96\x87\xef\xbc\x9apython \xe5\x9f\xba\xe7\xa1\x80\xe7\x9f\xa5\xe8\xaf\x86\xe5\x9b\x9e\xe9\xa1\xbe\xef\xbc\x88\xe4\xb8\x83\xef\xbc\x89\xe8\xbf\xad\xe4\xbb\xa3\xe5\x99\xa8\xe5\x92\x8c\xe7\x94\x9f\xe6\x88\x90\xe5\x99\xa8 \xe6\x8e\xa8\xe6\x96\x87\xef\xbc\x9aPython\xe5\x8d\x8f\xe7\xa8\x8b\xe6\xb7\xb1\xe5\x85\xa5\xe7\x90\x86\xe8\xa7\xa3\xef\xbc\x88\xe6\x9c\xac\xe6\x96\x87\xe8\xbd\xac\xe8\xbd\xbd\xe4\xba\x8e\xe8\xaf\xa5\xe6\x96\x87\xe7\xab\xa0\xef\xbc\x89 \xe4\xbb\x8e\xe8\xaf\xad\xe6\xb3\x95\xe4\xb8\x8a\xe6\x9d\xa5\xe7\x9c\x8b\xef\xbc\x8c\xe5\x8d\x8f\xe7\xa8\x8b\xe5\x92\x8c\xe7\x94\x9f\xe6\x88\x90\xe5\x99\xa8\xe7\xb1\xbb\xe4\xbc\xbc\xef\xbc\x8c\xe9\x83\xbd\xe6\x98\xaf\xe5\xae\x9a\xe4\xb9\x89\xe4\xbd\x93\xe4\xb8\xad\xe5\x8c\x85\xe5\x90\xabyield\xe5\x85\xb3\xe9\x94\xae\xe5\xad\x97\xe7\x9a\x84\xe5\x87\xbd\xe6\x95\xb0\xe3\x80\x82yield\xe5\x9c\xa8\xe5\x8d\x8f\xe7\xa8\x8b\xe4\xb8\xad\xe7\x9a\x84\xe7\x94\xa8\xe6\xb3\x95\xef\xbc\x9a \xe5\x9c\xa8\xe5\x8d\x8f\xe7\xa8\x8b\xe4\xb8\xadyield\xe9\x80\x9a\xe5\xb8\xb8\xe5\x87\xba\xe7\x8e\xb0\xe5\x9c\xa8\xe8\xa1\xa8\xe8\xbe\xbe\xe5\xbc\x8f\xe7\x9a\x84\xe5\x8f\xb3\xe8\xbe\xb9\xef\xbc\x8c\xe4\xbe\x8b\xe5\xa6\x82\xef\xbc\x9adatum = yield,\xe5\x8f\xaf\xe4\xbb\xa5\xe4\xba\xa7\xe5\x87\xba\xe5\x80\xbc\xef\xbc\x8c\xe4\xb9\x9f\xe5\x8f\xaf\xe4\xbb\xa5<a href="https://www.cnblogs.com/ssyfj/p/9218730.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-23 20:09 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(8) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9218730" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl02_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/21.html">2018\xe5\xb9\xb46\xe6\x9c\x8821\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl02_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9210725.html">python---web\xe5\xbe\xae\xe4\xbf\xa1\xe5\xbc\x80\xe5\x8f\x91</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe4\xb8\x80\xef\xbc\x9a\xe8\xbd\xae\xe8\xaf\xa2\xef\xbc\x8c\xe9\x95\xbf\xe8\xbd\xae\xe8\xaf\xa2\xef\xbc\x8cWebSocket\xe4\xba\x86\xe8\xa7\xa3 \xe8\xbd\xae\xe8\xaf\xa2\xef\xbc\x9a \xe9\x95\xbf\xe8\xbd\xae\xe8\xaf\xa2\xef\xbc\x9a WebSocket\xef\xbc\x9a \xe4\xba\x8c\xef\xbc\x9aweb\xe5\xbe\xae\xe4\xbf\xa1\xe6\xb5\x81\xe7\xa8\x8b\xe4\xbb\x8b\xe7\xbb\x8d \xe4\xb8\x89\xef\xbc\x9a\xe5\xbe\xae\xe4\xbf\xa1\xe7\x99\xbb\xe5\xbd\x95\xe5\xbc\x80\xe5\x8f\x91 \xe7\x99\xbb\xe5\xbd\x95\xe8\xa7\x86\xe5\x9b\xbelogin\xef\xbc\x8c\xe7\x94\xa8\xe4\xba\x8e\xe6\x98\xbe\xe7\xa4\xba\xe4\xba\x8c\xe7\xbb\xb4\xe7\xa0\x81 check_login\xe7\x94\xa8\xe4\xba\x8e\xe6\xa3\x80\xe6\xb5\x8b\xe7\x99\xbb\xe5\xbd\x95\xe7\x8a\xb6\xe6\x80\x81\xef\xbc\x9a408\xe6\x9c\xaa\xe6\x89\xab\xe6\x8f\x8f\xef\xbc\x8c201\xe6\x89\xab\xe6\x8f\x8f\xe4\xba\x8c\xe7\xbb\xb4\xe7\xa0\x81\xe4\xbd\x86\xe6\x98\xaf\xe6\x9c\xaa\xe7\x99\xbb\xe5\xbd\x95\xef\xbc\x8c200\xe7\x82\xb9\xe5\x87\xbb\xe7\x99\xbb\xe5\xbd\x95 ''' \xe6\x96\xb0\xe8\xaf\xb7\xe6\xb1\x82 GET \xe8\x8e\xb7\xe5\x8f\x96\xe8\xb7\xb3\xe8\xbd\xac\xe5\x9c\xb0\xe5\x9d\x80red<a href="https://www.cnblogs.com/ssyfj/p/9210725.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-21 23:33 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(13) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9210725" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl03_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/19.html">2018\xe5\xb9\xb46\xe6\x9c\x8819\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl03_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9200602.html">python---requests\xe5\x92\x8cbeautifulsoup4\xe6\xa8\xa1\xe5\x9d\x97\xe7\x9a\x84\xe4\xbd\xbf\xe7\x94\xa8</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: Requests\xef\xbc\x9a\xe6\x98\xaf\xe4\xbd\xbf\xe7\x94\xa8 Apache2 Licensed \xe8\xae\xb8\xe5\x8f\xaf\xe8\xaf\x81\xe7\x9a\x84 \xe5\x9f\xba\xe4\xba\x8ePython\xe5\xbc\x80\xe5\x8f\x91\xe7\x9a\x84HTTP \xe5\xba\x93\xef\xbc\x8c\xe5\x85\xb6\xe5\x9c\xa8Python\xe5\x86\x85\xe7\xbd\xae\xe6\xa8\xa1\xe5\x9d\x97\xe7\x9a\x84\xe5\x9f\xba\xe7\xa1\x80\xe4\xb8\x8a\xe8\xbf\x9b\xe8\xa1\x8c\xe4\xba\x86\xe9\xab\x98\xe5\xba\xa6\xe7\x9a\x84\xe5\xb0\x81\xe8\xa3\x85\xef\xbc\x8c\xe4\xbb\x8e\xe8\x80\x8c\xe4\xbd\xbf\xe5\xbe\x97Pythoner\xe8\xbf\x9b\xe8\xa1\x8c\xe7\xbd\x91\xe7\xbb\x9c\xe8\xaf\xb7\xe6\xb1\x82\xe6\x97\xb6\xef\xbc\x8c\xe5\x8f\x98\xe5\xbe\x97\xe7\xbe\x8e\xe5\xa5\xbd\xe4\xba\x86\xe8\xae\xb8\xe5\xa4\x9a\xef\xbc\x8c\xe4\xbd\xbf\xe7\x94\xa8Requests\xe5\x8f\xaf\xe4\xbb\xa5\xe8\xbd\xbb\xe8\x80\x8c\xe6\x98\x93\xe4\xb8\xbe\xe7\x9a\x84\xe5\xae\x8c\xe6\x88\x90\xe6\xb5\x8f\xe8\xa7\x88\xe5\x99\xa8\xe5\x8f\xaf\xe6\x9c\x89\xe7\x9a\x84\xe4\xbb\xbb\xe4\xbd\x95\xe6\x93\x8d\xe4\xbd\x9c\xe3\x80\x82 BeautifulSoup<a href="https://www.cnblogs.com/ssyfj/p/9200602.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-19 18:42 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(14) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9200602" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n\t\t\t<div class="postSeparator"></div>\r\n\t\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl03_DayList_TitleUrl_1" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9198020.html">python---RabbitMQ\xef\xbc\x885\xef\xbc\x89\xe6\xb6\x88\xe6\x81\xafRPC\xef\xbc\x88\xe8\xbf\x9c\xe7\xa8\x8b\xe8\xbf\x87\xe7\xa8\x8b\xe8\xb0\x83\xe7\x94\xa8\xef\xbc\x89</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe6\x9c\x8d\xe5\x8a\xa1\xe5\x99\xa8\xe7\xab\xaf\xef\xbc\x9a \xe5\xae\xa2\xe6\x88\xb7\xe7\xab\xaf\xef\xbc\x9a \xe6\xb3\xa8\xe6\x84\x8f\xef\xbc\x9a self.connection.process_data_events()\xe4\xbc\x9a\xe5\x8e\xbb\xe9\x98\x9f\xe5\x88\x97\xe4\xb8\xad\xe8\x8e\xb7\xe5\x8f\x96\xe5\xa4\x84\xe7\x90\x86\xe6\x95\xb0\xe6\x8d\xae\xe4\xba\x8b\xe4\xbb\xb6\xef\xbc\x8c\xe5\xbd\x93\xe6\x95\xb0\xe6\x8d\xae\xe6\x9d\xa5\xe4\xb8\xb4\xe7\x9a\x84\xe6\x97\xb6\xe5\x80\x99\xef\xbc\x8c\xe4\xbc\x9a\xe7\x9b\xb4\xe6\x8e\xa5\xe5\x8e\xbb\xe8\xb0\x83\xe7\x94\xa8\xe5\x9b\x9e\xe8\xb0\x83\xe5\x87\xbd\xe6\x95\xb0\xe5\x8e\xbb\xe5\xa4\x84\xe7\x90\x86\xe6\x95\xb0\xe6\x8d\xae<a href="https://www.cnblogs.com/ssyfj/p/9198020.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-19 12:22 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(3) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9198020" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl04_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/16.html">2018\xe5\xb9\xb46\xe6\x9c\x8816\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl04_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9191756.html">restful api</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: RESTful API \xe8\xae\xbe\xe8\xae\xa1\xe6\x8c\x87\xe5\x8d\x97 \xe7\x90\x86\xe8\xa7\xa3RESTful\xe6\x9e\xb6\xe6\x9e\x84 \xe7\x90\x86\xe8\xa7\xa3\xe6\x9c\xac\xe7\x9c\x9f\xe7\x9a\x84REST\xe6\x9e\xb6\xe6\x9e\x84\xe9\xa3\x8e\xe6\xa0\xbc Python \xe4\xb9\x8b\xe8\xb7\xaf\xef\xbc\x8cRestful API\xe8\xae\xbe\xe8\xae\xa1\xe8\xa7\x84\xe8\x8c\x83 python \xe4\xb9\x8b\xe8\xb7\xaf\xef\xbc\x8cDjango rest framework \xe5\x88\x9d\xe6\x8e\xa2 Django-rest-frameworl\xe7\x9a\x84\xe4\xbd\xbf\xe7\x94\xa8 1.djangorestframework<a href="https://www.cnblogs.com/ssyfj/p/9191756.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-16 23:26 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(3) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9191756" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n\t\t\t<div class="postSeparator"></div>\r\n\t\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl04_DayList_TitleUrl_1" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9189422.html">Git\xe5\x92\x8cGithub\xe5\x85\xa5\xe9\x97\xa8</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe6\x8e\xa8\xe6\x96\x87\xef\xbc\x9a\xe5\xae\x98\xe6\x96\xb9\xe6\x89\x8b\xe5\x86\x8c\xef\xbc\x8c\xe5\x8d\x81\xe5\x88\x86\xe8\xaf\xa6\xe7\xbb\x86 \xe6\x8e\xa8\xe6\x96\x87\xef\xbc\x9agit\xe5\x92\x8cgithub\xe5\xbf\xab\xe9\x80\x9f\xe5\x85\xa5\xe9\x97\xa8 \xe4\xb8\x80.git\xe4\xbd\xbf\xe7\x94\xa8 1.git\xe5\xae\x89\xe8\xa3\x85 \xef\xbc\x881\xef\xbc\x89windows \xe7\xbd\x91\xe7\xab\x99\xef\xbc\x9ahttps://git-scm.com/download/win\xe4\xb8\x8b\xe8\xbd\xbd\xe5\xae\x89\xe8\xa3\x85\xe5\x8d\xb3\xe5\x8f\xaf \xef\xbc\x882\xef\xbc\x89linux\xe5\xae\x89\xe8\xa3\x85 2.\xe7\x89\x88\xe6\x9c\xac\xe5\xba\x93\xe5\x88\x9b\xe5\xbb\xba \xef\xbc\x881\xef\xbc\x89\xe5\x88\x9b\xe5\xbb\xba\xe9\xa1\xb9\xe7\x9b\xae\xe7\x9b\xae\xe5\xbd\x95 \xef\xbc\x882\xef\xbc\x89\xe7\x89\x88\xe6\x9c\xac\xe5\xba\x93\xe5\x88\x9b\xe5\xbb\xba \xef\xbc\x883\xef\xbc\x89\xe5\x88\x9b\xe5\xbb\xba\xe4\xb8\x80\xe4\xb8\xaa\xe6\x96\x87\xe4\xbb\xb6\xef\xbc\x8c\xe5\xb0\x86\xe6\x96\x87<a href="https://www.cnblogs.com/ssyfj/p/9189422.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-16 00:03 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(3) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9189422" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n\r\n<div class="day">\r\n\t<div class="dayTitle">\r\n\t\t<a id="homepage1_HomePageDays_DaysList_ctl05_ImageLink" href="//www.cnblogs.com/ssyfj/archive/2018/06/13.html">2018\xe5\xb9\xb46\xe6\x9c\x8813\xe6\x97\xa5</a>\t\t\t\t \r\n\t</div>\r\n\r\n\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl05_DayList_TitleUrl_0" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9179587.html">linux\xe4\xb8\x8b\xe5\xae\x89\xe8\xa3\x85shellinabox\xe5\xae\x9e\xe7\x8e\xb0web\xe7\x99\xbb\xe5\xbd\x95\xe6\x9c\x8d\xe5\x8a\xa1\xe5\x99\xa8</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: GitHub\xe5\x9c\xb0\xe5\x9d\x80\xef\xbc\x88\xe5\x90\xab\xe6\x9c\x89\xe6\x96\x87\xe4\xbb\xb6\xe4\xb8\x8b\xe8\xbd\xbd\xe5\x92\x8c\xe8\xaf\xa6\xe7\xbb\x86\xe5\xae\x89\xe8\xa3\x85\xe6\xb5\x81\xe7\xa8\x8b\xef\xbc\x89\xef\xbc\x9ahttps://github.com/shellinabox/shellinabox \xe8\xbf\x99\xe9\x87\x8c\xe6\x88\x91\xe4\xbb\xac\xe4\xbd\xbf\xe7\x94\xa8\xe7\x9a\x84\xe6\x98\xafredhat\xe5\xae\x89\xe8\xa3\x85\xe6\x96\xb9\xe6\xb3\x95\xe5\xa6\x82\xe4\xb8\x8b\xef\xbc\x9a 1.\xe9\x85\x8d\xe7\xbd\xae\xe5\xae\x89\xe8\xa3\x85\xe4\xbe\x9d\xe8\xb5\x96\xe7\x8e\xaf\xe5\xa2\x83 2.\xe4\xb8\x8b\xe8\xbd\xbdshellinabox\xe5\x8c\x85,\xe5\xbc\x80\xe5\xa7\x8b\xe5\xae\x89\xe8\xa3\x85 \xef\xbc\x881\xef\xbc\x89git\xe8\xbf\x9c\xe7\xa8\x8b\xe8\x8e\xb7\xe5\x8f\x96,\xe5\x85\x8b\xe9\x9a\x86\xe6\xba\x90\xe6\x96\x87\xe4\xbb\xb6\xe5\x88\xb0\xe9\xa1\xb9\xe7\x9b\xae\xe7\x9b\xae\xe5\xbd\x95 \xef\xbc\x882\xef\xbc\x89\xe5\x9c\xa8\xe9\xa1\xb5\xe9\x9d\xa2<a href="https://www.cnblogs.com/ssyfj/p/9179587.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-13 20:06 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(4) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9179587" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n\t\t\t<div class="postSeparator"></div>\r\n\t\t\r\n\t\t\t<div class="postTitle">\r\n\t\t\t\t<a id="homepage1_HomePageDays_DaysList_ctl05_DayList_TitleUrl_1" class="postTitle2" href="https://www.cnblogs.com/ssyfj/p/9178745.html">linux\xe4\xb8\x8byum\xe9\x94\x99\xe8\xaf\xaf\xef\xbc\x9a[Errno 14] problem making ssl connection Trying other mirror.</a>\r\n\t\t\t</div>\r\n\t\t\t<div class="postCon"><div class="c_b_p_desc">\xe6\x91\x98\xe8\xa6\x81: \xe4\xbb\x8a\xe5\xa4\xa9\xe6\x98\xaf\xe8\xa6\x81yum\xe5\x91\xbd\xe4\xbb\xa4\xe5\xae\x89\xe8\xa3\x85EPEL\xe4\xbb\x93\xe5\xba\x93\xe5\x90\x8e \xe7\xaa\x81\xe7\x84\xb6\xe5\x8f\x91\xe7\x8e\xb0yum\xe5\xae\x89\xe8\xa3\x85\xe5\x85\xb6\xe4\xbb\x96\xe7\x9a\x84\xe8\xbd\xaf\xe4\xbb\xb6\xe5\x87\xba\xe9\x94\x99\xe3\x80\x82 \xe4\xba\x8e\xe6\x98\xaf\xe5\x8e\xbb\xe7\xbd\x91\xe4\xb8\x8a\xe6\x9f\xa5\xe4\xba\x86\xe6\x9f\xa5\xef\xbc\x8c\xe5\x8f\x91\xe7\x8e\xb0\xe8\xae\xb8\xe5\xa4\x9a\xe8\xa7\xa3\xe5\x86\xb3\xe6\x96\xb9\xe6\xb3\x95\xe3\x80\x82\xe4\xbc\xbc\xe4\xb9\x8e\xe6\x98\xafssl\xe8\xaf\x81\xe4\xb9\xa6\xe7\x9a\x84\xe5\x8e\x9f\xe5\x9b\xa0\xef\xbc\x8c\xe6\x9c\x80\xe7\xbb\x88\xe9\x80\x89\xe6\x8b\xa9 vim /etc/yum.repos.d/epel.repo \xe5\xb0\x86baseurl\xe6\xb3\xa8\xe9\x87\x8a\xe5\x8e\xbb\xe6\x8e\x89\xef\xbc\x8c\xe4\xb8\xbamirrorlist\xe5\x8a\xa0\xe4\xb8\x8a\xe6\xb3\xa8\xe9\x87\x8a\xe3\x80\x82\xe7\x84\xb6\xe5\x90\x8e\xe5\xb0\x86enabeld=1\xe5\x8f\x98\xe4\xb8\xba0\xef\xbc\x8c\xe7\xa6\x81\xe7\x94\xa8<a href="https://www.cnblogs.com/ssyfj/p/9178745.html" class="c_b_p_desc_readmore">\xe9\x98\x85\xe8\xaf\xbb\xe5\x85\xa8\xe6\x96\x87</a></div></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\t<div class="postDesc">posted @ 2018-06-13 17:06 \xe5\xb1\xb1\xe4\xb8\x8a\xe6\x9c\x89\xe9\xa3\x8e\xe6\x99\xaf \xe9\x98\x85\xe8\xaf\xbb(13) \xe8\xaf\x84\xe8\xae\xba(0) <a href ="https://i.cnblogs.com/EditPosts.aspx?postid=9178745" rel="nofollow">\xe7\xbc\x96\xe8\xbe\x91</a></div>\r\n\t\t\t<div class="clear"></div>\r\n\t\t\r\n</div>\r\n\r\n<div class="topicListFooter"><div id="nav_next_page"><a href="http://www.cnblogs.com/ssyfj/default.html?page=2">\xe4\xb8\x8b\xe4\xb8\x80\xe9\xa1\xb5</a></div></div>\r\n\r\n\r\n\t</div><!--end: forFlow 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asyncio支持的相关模块：
https://github.com/aio-libs
import asyncio,aiohttpasync def fetch_async(url): print(url) async with aiohttp.request("GET",url) as r: reponse = await r.text(encoding="utf-8") #或者直接await r.read()不编码，直接读取，适合于图像等无法编码文件 print(reponse)tasks = [fetch_async(‘http://www.baidu.com/‘), fetch_async(‘http://www.chouti.com/‘)]event_loop = asyncio.get_event_loop()results = event_loop.run_until_complete(asyncio.gather(*tasks))event_loop.close()（四）asyncio+requests,使用了事件循环中run_in_executor（创建了线程池去执行requests模块函数）
import asyncioimport requestsasync def fetch_async(func, *args): loop = asyncio.get_event_loop() future = loop.run_in_executor(None, func, *args) #在内部创建了一个线程池，并以相同顺序返回结果 response = await future #等待线程执行结果返回后，才去获取 print(response.url, response.content)tasks = [ fetch_async(requests.get, ‘http://www.cnblogs.com/ssyfj/‘), fetch_async(requests.get, ‘https://www.cnblogs.com/ssyfj/p/9222342.html‘)]loop = asyncio.get_event_loop()results = loop.run_until_complete(asyncio.gather(*tasks))loop.close()
源码：
开启线程池：
def run_in_executor(self, executor, func, *args): self._check_closed() if self._debug: self._check_callback(func, ‘run_in_executor‘) if executor is None: executor = self._default_executor if executor is None: executor = concurrent.futures.ThreadPoolExecutor() #创建线程池 self._default_executor = executor return futures.wrap_future(executor.submit(func, *args), loop=self) #线程池执行函数
调用线程安全处理协程对象call_soon_threadsafe。主线程处理事件循环，子线程处理任务。
response = await future #response是future对象，futures是异步并发模块
def __iter__(self): #可迭代，异步对象 if not self.done(): self._asyncio_future_blocking = True yield self # This tells Task to wait for completion. assert self.done(), "yield from wasn‘t used with future" return self.result() # May raise too.
（五）gevent+requests
import gevent,requests,timefrom gevent import monkeymonkey.patch_all() #将socket变为异步def fetch_async(url): reponse = requests.get(url) print(reponse.url,reponse.content)begin = time.time()gevent.joinall([ gevent.spawn(fetch_async("https://www.python.org/")), gevent.spawn(fetch_async("https://www.baidu.com/")), gevent.spawn(fetch_async("https://www.github.com/")),])end = time.time()print(end-begin)gevent线程池
import gevent,time,requestsfrom gevent.pool import Pool #协程池，一次最多数量限制pool = Pool(10)def fetch_async(method, url, req_kwargs): print(method, url, req_kwargs) response = requests.request(method=method, url=url, **req_kwargs) print(response.url, response.content)begin = time.time()gevent.joinall([ pool.spawn(fetch_async, method=‘get‘, url=‘https://www.python.org/‘, req_kwargs={}), pool.spawn(fetch_async, method=‘get‘, url=‘https://www.yahoo.com/‘, req_kwargs={}), pool.spawn(fetch_async, method=‘get‘, url=‘https://www.github.com/‘, req_kwargs={}),])end = time.time()print(end-begin)（六）grequests===>gevent+request是对上面的结合使用
import grequestsrequest_list = [ grequests.get(‘https://www.python.org/‘), grequests.get(‘https://www.yahoo.com/‘), grequests.get(‘https://www.github.com/‘),]reponse_list = grequests.map(request_list)print(reponse_list)
（七）twisted的使用
from twisted.internet import deferfrom twisted.web.client import getPagefrom twisted.internet import reactordef one_done(arg): print(arg)def all_done(arg): print("all done") reactor.stop()@defer.inlineCallbacksdef task(url): res = getPage(bytes(url,encoding="utf-8")) #获取页面，发送http请求 print(‘6‘,type(res)) #<class ‘twisted.internet.defer.Deferred‘> res.addCallback(one_done) #对每一个请求都添加一个回调方法 yield res #返回他start_url_list = [ ‘http://www.baidu.com‘, ‘http://www.github.com‘,]defer_list = []for url in start_url_list: v = task(url) #发送请求后立即返回，不等待返回，v是一个特殊对象，标志你发送到那个请求 print(v,type(v)) defer_list.append(v)d = defer.DeferredList(defer_list) #将上面的特殊对象列表一起放入DeferredListd.addBoth(all_done) #为所有对象添加回调reactor.run() #会一直循环，我们需要在任务执行完毕后关闭。含有计数器，执行一个任务，会执行一次one_done,计数减一。单任务执行完毕，计数为0，执行all_done（八）tornado的使用
from tornado.httpclient import AsyncHTTPClientfrom tornado.httpclient import HTTPRequestfrom tornado import ioloopCOUNT = 0def handle_response(response): """ 处理返回值内容（需要维护计数器，来停止IO循环），调用 ioloop.IOLoop.current().stop() :param response: :return: """ global COUNT COUNT -= 1 if response.error: print("Error:", response.error) else: print(response.body) if COUNT == 0: ioloop.IOLoop.current().stop()def func(): url_list = [ ‘http://www.baidu.com‘, ‘http://www.bing.com‘, ] global COUNT COUNT = len(url_list) for url in url_list: print(url) http_client = AsyncHTTPClient() http_client.fetch(HTTPRequest(url), handle_response)ioloop.IOLoop.current().add_callback(func)ioloop.IOLoop.current().start()选用原则：gevent>twisted>tornado>asyncio
三：自定义异步IO模块开发
# coding:utf8# __author: Administrator# date: 2018/6/25 0025# /usr/bin/env pythonimport socketimport selectclass HttpRequest: def __init__(self,sk,host,callback): self.socket = sk self.host= host self.callback = callback def fileno(self): #select需要的是文件描述符，传递的数据对象，必须含有fileno方法，返回文件描述符 return self.socket.fileno()class HttpResponse: def __init__(self,recv_data): self.recv_data = recv_data self.header_dict = {} self.body = None self.initialize() def initialize(self): #先分割请求头 headers,body = self.recv_data.split(b‘\r\n\r\n‘,1) #在分割各个请求头数据 header_list = headers.split(b"\r\n") for hd in header_list: hd_str = str(hd,encoding="utf-8") item = hd_str.split(":") if len(item) == 2: self.header_dict[item[0]]=item[1] self.body = str(body,encoding="utf-8")class AsyncRequest(): def __init__(self): self.read_list = [] self.write_list = [] self.error_list = [] def create_task(self,task): try: sk = socket.socket(socket.AF_INET, socket.SOCK_STREAM) sk.setblocking(False) sk.connect((task[‘host‘], 80,)) except BlockingIOError as e: pass request = HttpRequest(sk,task[‘host‘],task[‘callback‘]) self.read_list.append(request) self.write_list.append(request) def run(self): while True: r_list,w_list,e_list = select.select(self.read_list,self.write_list,self.error_list) for w in w_list: #向网站发送请求头，开始获取资源 print(w.host,"连接成功...") tpl = "GET / HTTP/1.0\r\nHost:%s\r\n\r\n"%(w.host,) w.socket.send(bytes(tpl,encoding="utf-8")) self.write_list.remove(w) for r in r_list: print(r.host,"开始采集资源...") recv_data = bytes() while True: try: chunck = r.socket.recv(1024) recv_data += chunck except BlockingIOError as e: #当数据为空，且不是由于阻塞抛出异常时，才是完成数据采集 continue else: if not chunck: break #采集结束，封装数据，开始回调操作 reponse = HttpResponse(recv_data) r.callback(reponse) r.socket.close() self.read_list.remove(r) #所有数据采集完成，退出 if len(self.read_list) == 0: breakdef f1(reponse): print("f1",reponse.header_dict)def f2(reponse): print("f2",reponse.header_dict)def f3(reponse): print("f3",reponse.header_dict)url_list = [ {"host":‘www.baidu.com‘,"callback":f1}, {‘host‘:‘cn.bing.com‘,"callback":f2}, {‘host‘:‘www.cctv.com‘,"callback":f3}]AsynReq = AsyncRequest()for url in url_list: AsynReq.create_task(url)AsynReq.run()python---爬虫相关性能（各个异步模块的使用，和自定义异步IO模块）
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