{"id":174043,"date":"2024-05-08T18:24:00","date_gmt":"2024-05-08T10:24:00","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/174043.html"},"modified":"2024-05-08T18:24:07","modified_gmt":"2024-05-08T10:24:07","slug":"python-%e5%a6%82%e4%bd%95%e7%a1%ae%e5%ae%9a%e8%a6%81%e5%bc%80%e5%87%a0%e4%b8%aa%e7%ba%bf%e7%a8%8b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/174043.html","title":{"rendered":"Python \u5982\u4f55\u786e\u5b9a\u8981\u5f00\u51e0\u4e2a\u7ebf\u7a0b"},"content":{"rendered":"<p style=\"text-align:center\"><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/27050136\/ca5e18a4-fb10-438a-9b40-c46ce81e7d44.webp\" alt=\"Python \u5982\u4f55\u786e\u5b9a\u8981\u5f00\u51e0\u4e2a\u7ebf\u7a0b\" \/><\/p>\n<p><p>\u8981\u786e\u5b9a\u5728Python\u4e2d\u5f00\u51e0\u4e2a\u7ebf\u7a0b\uff0c\u9700\u8981\u7efc\u5408\u8003\u8651<strong>\u4efb\u52a1\u7684\u6027\u8d28\u3001\u8ba1\u7b97\u673a\u7684\u786c\u4ef6\u8d44\u6e90\u3001\u7a0b\u5e8f\u7684\u8bbe\u8ba1\u4ee5\u53ca\u7ebf\u7a0b\u7ba1\u7406\u7684\u590d\u6742\u6027<\/strong>\u3002\u9996\u5148\uff0c\u5982\u679c\u4efb\u52a1\u662fI\/O\u5bc6\u96c6\u578b\u7684\uff0c\u90a3\u4e48\u53ef\u4ee5\u5f00\u8bbe\u8f83\u591a\u7684\u7ebf\u7a0b\u6765\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\uff1b\u53cd\u4e4b\uff0c\u5982\u679c\u4efb\u52a1\u662fCPU\u5bc6\u96c6\u578b\u7684\uff0c\u7ebf\u7a0b\u6570\u5e94\u63a5\u8fd1\u7269\u7406CPU\u6838\u5fc3\u6570\uff0c\u907f\u514d\u8fc7\u591a\u7ebf\u7a0b\u7ade\u4e89\u5bfc\u81f4\u4e0a\u4e0b\u6587\u5207\u6362\u589e\u52a0\u3002\u5176\u6b21\uff0c\u8981\u8bc4\u4f30\u8ba1\u7b97\u673a\u7684\u786c\u4ef6\u8d44\u6e90\uff0c\u8003\u8651CPU\u6838\u5fc3\u6570\u3001\u5185\u5b58\u5927\u5c0f\u7b49\u9650\u5236\u3002\u6b64\u5916\uff0c\u8981\u8003\u8651\u7a0b\u5e8f\u8bbe\u8ba1\u7684\u53ef\u6269\u5c55\u6027\u548c\u7ef4\u62a4\u6027\uff0c\u7ebf\u7a0b\u6570\u8fc7\u591a\u53ef\u80fd\u5bfc\u81f4\u7ebf\u7a0b\u7ba1\u7406\u590d\u6742\u4e14\u51fa\u9519\u7387\u589e\u52a0\u3002\u4e00\u4e2a\u5178\u578b\u516c\u5f0f\u662f <strong>\u7ebf\u7a0b\u6570 = CPU\u6838\u5fc3\u6570 * \u671f\u671bCPU\u5229\u7528\u7387 * (1 + I\/O\u7b49\u5f85\u65f6\u95f4 \/ \u8ba1\u7b97\u65f6\u95f4)<\/strong>\uff0c\u8be5\u516c\u5f0f\u80fd\u591f\u6839\u636e\u4efb\u52a1\u7279\u6027\u548c\u786c\u4ef6\u80fd\u529b\u7ed9\u51fa\u4e00\u4e2a\u7ebf\u7a0b\u6570\u7684\u7c97\u7565\u4f30\u8ba1\u3002<\/p>\n<\/p>\n<p><h3>I. \u4efb\u52a1\u7c7b\u578b\u5206\u6790<\/h3>\n<\/p>\n<p><h4>CPU\u5bc6\u96c6\u578b\u4efb\u52a1<\/h4>\n<\/p>\n<p><p>CPU\u5bc6\u96c6\u578b\u4efb\u52a1\u4e3b\u8981\u6d89\u53ca\u5230\u5927\u91cf\u7684\u8ba1\u7b97\u5de5\u4f5c\uff0c\u56e0\u6b64\u8fd9\u7c7b\u4efb\u52a1\u7684\u7ebf\u7a0b\u6570\u7406\u8bba\u4e0a\u5e94\u5f53\u4e0e\u5904\u7406\u5668\u7684\u6838\u5fc3\u6570\u76f8\u540c\u3002\u6bcf\u4e2a\u6838\u5fc3\u5206\u914d\u4e00\u4e2a\u7ebf\u7a0b\u53ef\u4ee5\u6700\u5927\u5316CPU\u8d44\u6e90\u5229\u7528\u7387\u3002\u8fc7\u591a\u7684\u7ebf\u7a0b\u5c06\u5bfc\u81f4\u989d\u5916\u7684\u4e0a\u4e0b\u6587\u5207\u6362\u5f00\u9500\uff0c\u53cd\u800c\u964d\u4f4e\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h4>I\/O\u5bc6\u96c6\u578b\u4efb\u52a1<\/h4>\n<\/p>\n<p><p>I\/O\u5bc6\u96c6\u578b\u4efb\u52a1\u6d89\u53ca\u5230\u66f4\u591a\u7684\u8bfb\u5199\u64cd\u4f5c\uff0c\u7b49\u5f85I\/O\u64cd\u4f5c\u6bd4\u8ba1\u7b97\u8017\u8d39\u66f4\u591a\u7684\u65f6\u95f4\u3002\u5728I\/O\u64cd\u4f5c\u671f\u95f4\uff0c\u7ebf\u7a0b\u901a\u5e38\u5904\u4e8e\u7b49\u5f85\u72b6\u6001\u3002\u8fd9\u65f6\u5019\uff0c\u53ef\u4ee5\u589e\u52a0\u7ebf\u7a0b\u6570\u76ee\u6765\u6267\u884c\u5176\u4ed6\u4efb\u52a1\uff0c\u4ee5\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6574\u4f53\u6548\u7387\u3002<\/p>\n<\/p>\n<p><h3>II. \u786c\u4ef6\u8d44\u6e90\u9650\u5236<\/h3>\n<\/p>\n<p><h4>CPU\u6838\u5fc3\u6570<\/h4>\n<\/p>\n<p><p>Python\u7684\u7ebf\u7a0b\u53d7GIL\uff08Global Interpreter Lock\uff09\u7684\u5f71\u54cd\uff0c\u8fd9\u610f\u5473\u7740\u540c\u4e00\u65f6\u523b\u53ea\u80fd\u6709\u4e00\u4e2a\u7ebf\u7a0b\u6267\u884cPython\u5b57\u8282\u7801\u3002\u5c3d\u7ba1\u5982\u6b64\uff0c\u591a\u7ebf\u7a0b\u4ecd\u7136\u53ef\u4ee5\u901a\u8fc7\u591a\u6838\u7cfb\u7edf\u63d0\u5347I\/O\u5bc6\u96c6\u578b\u4efb\u52a1\u7684\u6027\u80fd\u3002\u56e0\u6b64\uff0c\u7ebf\u7a0b\u6570\u4e0d\u5b9c\u8d85\u8fc7CPU\u7684\u6838\u5fc3\u6570\u592a\u591a\uff0c\u5c24\u5176\u662f\u5bf9\u4e8eCPU\u5bc6\u96c6\u578b\u4efb\u52a1\u3002<\/p>\n<\/p>\n<p><h4>\u5185\u5b58\u9650\u5236<\/h4>\n<\/p>\n<p><p>\u7ebf\u7a0b\u867d\u7136\u6bd4\u8fdb\u7a0b\u8f7b\u91cf\uff0c\u4f46\u6bcf\u4e2a\u7ebf\u7a0b\u4ecd\u7136\u4f1a\u5360\u7528\u4e00\u5b9a\u7684\u5185\u5b58\u8d44\u6e90\u3002\u5982\u679c\u5f00\u542f\u5927\u91cf\u7ebf\u7a0b\uff0c\u53ef\u7528\u5185\u5b58\u53ef\u80fd\u4f1a\u6210\u4e3a\u9650\u5236\u3002\u5185\u5b58\u8d85\u989d\u4f7f\u7528\u53ef\u80fd\u5bfc\u81f4\u7cfb\u7edf\u4f7f\u7528\u4ea4\u6362\u7a7a\u95f4\uff0c\u4ece\u800c\u964d\u4f4e\u7a0b\u5e8f\u6027\u80fd\u3002<\/p>\n<\/p>\n<p><h3>III. \u7ebf\u7a0b\u7ba1\u7406\u590d\u6742\u6027<\/h3>\n<\/p>\n<p><h4>\u7ebf\u7a0b\u540c\u6b65<\/h4>\n<\/p>\n<p><p>\u591a\u7ebf\u7a0b\u7a0b\u5e8f\u9700\u8981\u5904\u7406\u7ebf\u7a0b\u95f4\u7684\u540c\u6b65\u548c\u534f\u8c03\uff0c\u7ebf\u7a0b\u6570\u8d8a\u591a\uff0c\u540c\u6b65\u673a\u5236\u8d8a\u590d\u6742\uff0c\u53ef\u80fd\u6210\u4e3a\u6027\u80fd\u74f6\u9888\u3002\u6b63\u786e\u7684\u9501\u673a\u5236\u3001\u6570\u636e\u5171\u4eab\u548c\u7ebf\u7a0b\u901a\u4fe1\u7b56\u7565\u5bf9\u7a0b\u5e8f\u7a33\u5b9a\u6027\u81f3\u5173\u91cd\u8981\u3002<\/p>\n<\/p>\n<p><h4>\u9519\u8bef\u5904\u7406\u548c\u8c03\u8bd5<\/h4>\n<\/p>\n<p><p>\u591a\u7ebf\u7a0b\u73af\u5883\u4e0b\u7684\u9519\u8bef\u5904\u7406\u548c\u8c03\u8bd5\u66f4\u4e3a\u590d\u6742\u3002\u7ebf\u7a0b\u4e4b\u95f4\u7684\u4ea4\u4e92\u53ef\u80fd\u5bfc\u81f4\u7ade\u6001\u6761\u4ef6\u3001\u6b7b\u9501\u7b49\u591a\u7ebf\u7a0b\u7279\u6709\u7684\u95ee\u9898\uff0c\u589e\u52a0\u4e86\u8c03\u8bd5\u96be\u5ea6\u3002<\/p>\n<\/p>\n<p><h3>IV. \u8ba1\u7b97\u7406\u8bba\u7ebf\u7a0b\u6570<\/h3>\n<\/p>\n<p><h4>\u516c\u5f0f\u5e94\u7528<\/h4>\n<\/p>\n<p><p>\u53ef\u4ee5\u4f7f\u7528\u7ecf\u9a8c\u516c\u5f0f\u6765<a href=\"https:\/\/docs.pingcode.com\/agile\/project-management\/estimation\" target=\"_blank\">\u4f30\u7b97<\/a>\u7406\u8bba\u4e0a\u7684\u7ebf\u7a0b\u6570\uff0c\u5373\uff1a<strong>\u7ebf\u7a0b\u6570 = CPU\u6838\u5fc3\u6570 * \u671f\u671bCPU\u5229\u7528\u7387 * (1 + I\/O\u7b49\u5f85\u65f6\u95f4 \/ 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