{"id":123478,"date":"2026-11-07T11:56:44","date_gmt":"2026-11-07T03:56:44","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/123478.html"},"modified":"2026-11-07T11:56:44","modified_gmt":"2026-11-07T03:56:44","slug":"python-%e5%b9%b6%e5%8f%91%e8%af%b7%e6%b1%82%e5%ae%9e%e6%88%98%ef%bc%9a%e4%b8%b2%e8%a1%8c%e3%80%81%e7%ba%bf%e7%a8%8b%e6%b1%a0%e4%b8%8e-asyncio-%e5%88%b0%e5%ba%95%e6%80%8e%e4%b9%88%e9%80%89","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/123478.html","title":{"rendered":"Python \u5e76\u53d1\u8bf7\u6c42\u5b9e\u6218\uff1a\u4e32\u884c\u3001\u7ebf\u7a0b\u6c60\u4e0e asyncio \u5230\u5e95\u600e\u4e48\u9009"},"content":{"rendered":"<p>        \/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/<br \/>\n        #content_views .toc,<br \/>\n        \/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/<br \/>\n        #content_views.markdown_views &gt; p:empty:has(+ .toc),<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty,<br \/>\n        \/* \u5bcc\u6587\u672c\u65e7\u7248\u76ee\u5f55\u6807\u8bb0 *\/<br \/>\n        #content_views.htmledit_views #main-toc,<br \/>\n        #content_views.htmledit_views #hr-toc,<br \/>\n        #content_views.htmledit_views p[id*=\\&#8221;-toc\\&#8221;] {<br \/>\n          display: none !important;<br \/>\n        }<br \/>\n        \/* \u76ee\u5f55\u53bb\u6389\u540e\uff0c\u7d27\u8ddf\u7684\u9996\u4e2a\u6807\u9898\u4e0d\u518d\u591a\u51fa\u4e00\u5757\u4e0a\u8fb9\u8ddd *\/<br \/>\n        #content_views.markdown_views &gt; .toc + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + h4,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h1,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h2,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h3,<br \/>\n        #content_views.markdown_views &gt; .toc + p:empty + h4 {<br \/>\n          margin-top: 0 !important;<br \/>\n        }<\/p>\n<h2><\/h2>\n<p>\u573a\u666f\u5f00\u5934\uff1a\u4f60\u8981\u7ed9 200 \u4e2a\u63a5\u53e3\u9010\u4e2a\u53d1\u8bf7\u6c42\u62c9\u6570\u636e\u3002\u4e32\u884c\u8dd1\u5b8c\u8981 98 \u79d2\uff0c\u4ea7\u54c1\u7ecf\u7406\u5728\u7fa4\u91cc\u95ee\\&#8221;\u600e\u4e48\u8fd9\u4e48\u6162\\&#8221;\u3002\u5982\u679c\u4f60\u6b63\u5728\u505a\u6279\u91cf\u6293\u53d6\u3001\u6279\u91cf\u63a8\u9001\u3001\u6279\u91cf\u67e5\u5e93\u8fd9\u7c7b I\/O \u5bc6\u96c6\u578b\u6d3b\uff0c\u8fd9\u7bc7\u5c31\u662f\u5199\u7ed9\u4f60\u7684\u2014\u2014\u7528\u4e09\u5957\u4ee3\u7801\u628a 98 \u79d2\u538b\u5230 4 \u79d2\u4ee5\u5185\uff0c\u5e76\u8bb2\u6e05\u4ec0\u4e48\u573a\u666f\u8be5\u7528\u54ea\u4e2a\u3002<\/p>\n<h3>\u4e00\u3001\u4e3a\u4ec0\u4e48\u4e32\u884c\u6162\uff0c\u5e76\u53d1\u80fd\u5feb<\/h3>\n<p>Python \u7684\u6162\uff0c\u4e5d\u6210\u4e0d\u662f CPU \u6162\uff0c\u800c\u662f\u4f60\u5728\u7b49\u3002\u4e00\u6b21 requests.get \u91cc\u6709 90% \u7684\u65f6\u95f4\u82b1\u5728\u7f51\u7edc\u5f80\u8fd4\u4e0a\uff0cCPU \u5728\u90a3\u6bb5\u65f6\u95f4\u662f\u7a7a\u95f2\u7684\u3002\u4e32\u884c\u4ee3\u7801\u7684\u95ee\u9898\u5728\u4e8e\uff1a\u53d1\u5b8c\u4e00\u4e2a\u8bf7\u6c42\u3001\u6536\u5230\u54cd\u5e94\u3001\u518d\u53d1\u4e0b\u4e00\u4e2a\uff0c\u628a\u672c\u53ef\u4ee5\u91cd\u53e0\u7684\u7b49\u5f85\u65f6\u95f4\u786c\u751f\u751f\u4e32\u6210\u4e86\u961f\u5217\u3002<\/p>\n<p>\u5e76\u53d1\u7684\u672c\u8d28\uff0c\u5c31\u662f\u8ba9\\&#8221;\u7b49\u5f85\\&#8221;\u8fd9\u4ef6\u4e8b\u5c3d\u91cf\u91cd\u53e0\uff1aA \u5728\u7b49\u7f51\u7edc\u65f6\uff0cB \u5df2\u7ecf\u53d1\u51fa\u53bb\u4e86\u3002\u4f46 Python \u6709\u4e09\u79cd\u5e76\u53d1\u6a21\u578b\uff0c\u9009\u9519\u6bd4\u4e0d\u9009\u8fd8\u7cdf\uff1a<\/p>\n<ul>\n<li>\u591a\u7ebf\u7a0b\uff08threading \/ ThreadPoolExecutor\uff09\uff1a\u9760\u64cd\u4f5c\u7cfb\u7edf\u8c03\u5ea6\u591a\u4e2a\u7ebf\u7a0b\uff0cI\/O \u7b49\u5f85\u65f6\u91ca\u653e GIL\uff0c\u6240\u4ee5\u9002\u5408 I\/O \u5bc6\u96c6\u578b\uff1b\u4f46\u53d7 GIL \u9650\u5236\uff0c\u5e72\u4e0d\u4e86 CPU \u5bc6\u96c6\u578b\u5e76\u884c\u3002<\/li>\n<\/ul>\n<ul>\n<li>\u534f\u7a0b\uff08asyncio\uff09\uff1a\u5355\u7ebf\u7a0b\u4e8b\u4ef6\u5faa\u73af\uff0c\u5728 await \u70b9\u4e3b\u52a8\u8ba9\u51fa\u63a7\u5236\u6743\uff0c\u51e0 KB \u4e00\u4e2a\u534f\u7a0b\uff0c\u80fd\u8f7b\u677e\u625b\u4e0a\u4e07\u5e76\u53d1\u8fde\u63a5\uff0c\u5185\u5b58\u5bc6\u5ea6\u8fdc\u9ad8\u4e8e\u7ebf\u7a0b\u3002<\/li>\n<\/ul>\n<ul>\n<li>\u591a\u8fdb\u7a0b\uff08multiprocessing\uff09\uff1a\u7ed5\u8fc7 GIL\uff0c\u771f\u6b63\u5e76\u884c\uff0c\u4f46\u8fdb\u7a0b\u95f4\u901a\u4fe1\u8d35\uff0c\u53ea\u8be5\u7559\u7ed9 CPU \u5bc6\u96c6\u578b\u3002<\/li>\n<\/ul>\n<p>\u8bb0\u4f4f\u4e00\u53e5\u8bdd\uff1aI\/O \u591a\u8fde\u63a5\u7528 asyncio\uff0cI\/O \u5c11\u91cf\u8fde\u63a5\u7528\u7ebf\u7a0b\u6c60\uff0cCPU \u5bc6\u96c6\u7528\u8fdb\u7a0b\u6c60\uff0c\u5343\u4e07\u522b\u7528\u7ebf\u7a0b\u8dd1 CPU \u6d3b\u3002<\/p>\n<h3>\u4e8c\u3001\u57fa\u51c6\u6d4b\u8bd5\uff1a\u4e09\u5957\u4ee3\u7801\u76f4\u63a5\u8dd1<\/h3>\n<p>\u4e0b\u9762\u8fd9\u5957\u811a\u672c\u628a\u540c\u4e00\u4e2a\\&#8221;20 \u4e2a\u5ef6\u8fdf\u63a5\u53e3\\&#8221;\u5206\u522b\u7528\u4e32\u884c\u3001\u7ebf\u7a0b\u6c60\u3001asyncio \u8dd1\u4e00\u904d\uff0c\u5e76\u6253\u5370\u8017\u65f6\u3002\u4f9d\u8d56\uff1apip install requests aiohttp\u3002<\/p>\n<p>\\&#8221;\\&#8221;\\&#8221;<br \/>\n\u5e76\u53d1\u8bf7\u6c42\u57fa\u51c6\u6d4b\u8bd5\uff1a\u4e32\u884c \/ \u7ebf\u7a0b\u6c60 \/ asyncio \u4e09\u65b9\u6848\u5bf9\u6bd4<br \/>\n\u4f9d\u8d56\uff1apip install requests aiohttp<br \/>\n\u8fd0\u884c\uff1apython concurrency_bench.py<br \/>\n\\&#8221;\\&#8221;\\&#8221;<br \/>\nimport time<br \/>\nimport asyncio<br \/>\nimport requests<br \/>\nfrom concurrent.futures import ThreadPoolExecutor, as_completed<\/p>\n<p># \u7528 httpbin \u7684\u5ef6\u8fdf\u63a5\u53e3\u6a21\u62df\u4e00\u6b21 I\/O \u7b49\u5f85\uff08\u6bcf\u4e2a\u7ea6 0.1s\uff09<br \/>\nURLS = [f\\&#8221;https:\/\/ht<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\/* MD \/ \u5bcc\u6587\u672c\u4e2d\u7684 .toc\uff08\u542b\u535a\u5ba2\u56ed\u642c\u5bb6\u7b49\u5d4c\u5957\u7ed3\u6784\uff09\uff1b.toc-box \u5728\u4fa7\u680f\uff0c\u4e0d\u53d7\u5f71\u54cd *\/#content_views .toc,\/* \u7f16\u8f91\u5668\u5e38\u5728\u76ee\u5f55\u524d\u540e\u63d2\u5165\u7a7a p\uff08:empty \u4ecd\u5360 20px\uff09\uff0c\u4e00\u5e76\u53bb\u6389\u907f\u514d\u9876\u7a7a\u9699 *\/#content_views.markdown_views &gt; 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