{"id":75836,"date":"2026-02-13T09:58:54","date_gmt":"2026-02-13T01:58:54","guid":{"rendered":"https:\/\/www.wsisp.com\/helps\/75836.html"},"modified":"2026-02-13T09:58:54","modified_gmt":"2026-02-13T01:58:54","slug":"%e5%9f%ba%e4%ba%8epython%e7%9a%84%e6%9c%8d%e5%8a%a1%e5%99%a8%e6%80%a7%e8%83%bd%e7%9b%91%e6%8e%a7%e4%b8%8e%e5%91%8a%e8%ad%a6%e7%b3%bb%e7%bb%9f","status":"publish","type":"post","link":"https:\/\/www.wsisp.com\/helps\/75836.html","title":{"rendered":"\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf"},"content":{"rendered":"<p><img decoding=\"async\" src=\"https:\/\/www.wsisp.com\/helps\/wp-content\/uploads\/2026\/02\/20260213015852-698e855ceaf4a.png\" alt=\"\u754c\u9762\" 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\u7eea\u8bba\n<ul>\n<li>1.1.\u7814\u7a76\u80cc\u666f\u53ca\u610f\u4e49<\/li>\n<li>1.2.\u56fd\u5185\u5916\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6<\/li>\n<li>1.3.\u8bba\u6587\u7814\u7a76\u76ee\u7684\u4e0e\u4efb\u52a1<\/li>\n<li>1.4.\u7814\u7a76\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf<\/li>\n<li>1.5.\u8bba\u6587\u7ed3\u6784\u5b89\u6392<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c2\u7ae0 \u76f8\u5173\u6280\u672f\u4e0e\u7406\u8bba\u6982\u8ff0\n<ul>\n<li>2.1.Python\u7f16\u7a0b\u8bed\u8a00\u6982\u8ff0<\/li>\n<li>2.2.\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u57fa\u7840\u77e5\u8bc6<\/li>\n<li>2.3.Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528<\/li>\n<li>2.4.\u9608\u503c\u544a\u8b66\u673a\u5236\u539f\u7406<\/li>\n<li>2.5.\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c3\u7ae0 \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u8bbe\u8ba1\n<ul>\n<li>3.1.\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/li>\n<li>3.2.\u786c\u4ef6\u5e73\u53f0\u9009\u62e9<\/li>\n<li>3.3.\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9<\/li>\n<li>3.4.\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1<\/li>\n<li>3.5.\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1<\/li>\n<li>3.6.\u544a\u8b66\u673a\u5236\u8bbe\u8ba1<\/li>\n<li>3.7.\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c4\u7ae0 \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5b9e\u73b0\n<ul>\n<li>4.1.\u5f00\u53d1\u73af\u5883\u642d\u5efa<\/li>\n<li>4.2.\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/li>\n<li>4.3.\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0<\/li>\n<li>4.4.\u544a\u8b66\u6a21\u5757\u5b9e\u73b0<\/li>\n<li>4.5.\u7528\u6237\u754c\u9762\u5b9e\u73b0<\/li>\n<li>4.6.\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c5\u7ae0 \u7cfb\u7edf\u6d4b\u8bd5\u4e0e\u5206\u6790\n<ul>\n<li>5.1.\u6d4b\u8bd5\u73af\u5883\u642d\u5efa<\/li>\n<li>5.2.\u529f\u80fd\u6d4b\u8bd5<\/li>\n<li>5.3.\u6027\u80fd\u6d4b\u8bd5<\/li>\n<li>5.4.\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/li>\n<li>5.5.\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5<\/li>\n<li>5.6.\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>\u7b2c6\u7ae0 \u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30\n<ul>\n<li>6.1.\u7cfb\u7edf\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u7684\u5e94\u7528<\/li>\n<li>6.2.\u7cfb\u7edf\u5bf9\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u7684\u5f71\u54cd<\/li>\n<li>6.3.\u7cfb\u7edf\u5bf9\u6545\u969c\u7387\u964d\u4f4e\u7684\u8d21\u732e<\/li>\n<li>6.4.\u7528\u6237\u53cd\u9988\u4e0e\u8bc4\u4ef7<\/li>\n<li>6.5.\u7cfb\u7edf\u6548\u679c\u7efc\u5408\u8bc4\u4f30<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<h3>\u7b2c1\u7ae0 \u7eea\u8bba<\/h3>\n<h4>1.1.\u7814\u7a76\u80cc\u666f\u53ca\u610f\u4e49<\/h4>\n<p>\u968f\u7740\u4fe1\u606f\u6280\u672f\u7684\u8fc5\u731b\u53d1\u5c55&#xff0c;\u670d\u52a1\u5668\u5df2\u6210\u4e3a\u652f\u6491\u4f01\u4e1a\u4e1a\u52a1\u8fd0\u884c\u7684\u6838\u5fc3\u57fa\u7840\u8bbe\u65bd\u3002\u670d\u52a1\u5668\u6027\u80fd\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u76f4\u63a5\u5173\u7cfb\u5230\u4f01\u4e1a\u4fe1\u606f\u7cfb\u7edf\u7684\u6b63\u5e38\u8fd0\u884c\u548c\u4e1a\u52a1\u8fde\u7eed\u6027\u3002\u5728\u5f53\u4eca\u9ad8\u5ea6\u4f9d\u8d56\u4fe1\u606f\u6280\u672f\u7684\u65f6\u4ee3&#xff0c;\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u5df2\u6210\u4e3a\u4fdd\u969c\u4f01\u4e1a\u4fe1\u606f\u5316\u5efa\u8bbe\u7684\u91cd\u8981\u73af\u8282\u3002<\/p>\n<p>\u4e00\u3001\u7814\u7a76\u80cc\u666f<\/p>\n<li>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u91cd\u8981\u6027<\/li>\n<p>\u5728\u4e92\u8054\u7f51\u65f6\u4ee3&#xff0c;\u670d\u52a1\u5668\u627f\u8f7d\u7740\u6d77\u91cf\u7684\u6570\u636e\u4ea4\u6362\u548c\u5904\u7406\u4efb\u52a1&#xff0c;\u5176\u6027\u80fd\u7684\u6ce2\u52a8\u5f80\u5f80\u4f1a\u5bfc\u81f4\u4e1a\u52a1\u4e2d\u65ad\u3001\u6570\u636e\u4e22\u5931\u7b49\u95ee\u9898\u3002\u56e0\u6b64&#xff0c;\u5bf9\u670d\u52a1\u5668\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u53ca\u65f6\u53d1\u73b0\u5e76\u5904\u7406\u6027\u80fd\u74f6\u9888&#xff0c;\u5bf9\u4e8e\u4fdd\u969c\u4f01\u4e1a\u4e1a\u52a1\u7684\u7a33\u5b9a\u8fd0\u884c\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<li>\u4f20\u7edf\u76d1\u63a7\u65b9\u5f0f\u7684\u5c40\u9650\u6027<\/li>\n<p>\u4f20\u7edf\u7684\u670d\u52a1\u5668\u76d1\u63a7\u65b9\u5f0f\u4e3b\u8981\u4f9d\u8d56\u4e8e\u4eba\u5de5\u5de1\u68c0\u548c\u7ecf\u9a8c\u5224\u65ad&#xff0c;\u5b58\u5728\u4ee5\u4e0b\u5c40\u9650\u6027&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u5b9e\u65f6\u6027\u5dee&#xff1a;\u4eba\u5de5\u5de1\u68c0\u96be\u4ee5\u5b9e\u73b0\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u53ef\u80fd\u5bfc\u81f4\u95ee\u9898\u53d1\u73b0\u4e0d\u53ca\u65f6\u3002<\/p>\n<p>&#xff08;2&#xff09;\u6548\u7387\u4f4e\u4e0b&#xff1a;\u4eba\u5de5\u5de1\u68c0\u5de5\u4f5c\u91cf\u5927&#xff0c;\u96be\u4ee5\u6ee1\u8db3\u5927\u89c4\u6a21\u670d\u52a1\u5668\u96c6\u7fa4\u7684\u76d1\u63a7\u9700\u6c42\u3002<\/p>\n<p>&#xff08;3&#xff09;\u7f3a\u4e4f\u667a\u80fd\u5316&#xff1a;\u4f20\u7edf\u76d1\u63a7\u65b9\u5f0f\u96be\u4ee5\u5b9e\u73b0\u81ea\u52a8\u544a\u8b66\u548c\u667a\u80fd\u5206\u6790\u3002<\/p>\n<p>\u4e8c\u3001\u7814\u7a76\u610f\u4e49<\/p>\n<li>\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387<\/li>\n<p>\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u80fd\u591f\u5b9e\u73b0\u81ea\u52a8\u5316\u3001\u667a\u80fd\u5316\u7684\u76d1\u63a7&#xff0c;\u964d\u4f4e\u4eba\u5de5\u5de1\u68c0\u7684\u5de5\u4f5c\u91cf&#xff0c;\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\u3002<\/p>\n<li>\u964d\u4f4e\u6545\u969c\u7387<\/li>\n<p>\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u548c\u81ea\u52a8\u544a\u8b66&#xff0c;\u7cfb\u7edf\u80fd\u591f\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u95ee\u9898&#xff0c;\u907f\u514d\u6545\u969c\u53d1\u751f&#xff0c;\u4ece\u800c\u964d\u4f4e\u6545\u969c\u7387\u3002<\/p>\n<li>\u521b\u65b0\u6027\u5e94\u7528<\/li>\n<p>\u672c\u8bba\u6587\u63d0\u51fa\u7684\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u91c7\u7528Python\u7f16\u7a0b\u8bed\u8a00\u8fdb\u884c\u5f00\u53d1&#xff0c;\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u91c7\u7528Python\u7684\u5185\u7f6e\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93&#xff0c;\u5982psutil\u3001pandas\u7b49&#xff0c;\u5b9e\u73b0\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u7684\u91c7\u96c6\u3001\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n<p>&#xff08;2&#xff09;\u5f15\u5165\u9608\u503c\u544a\u8b66\u673a\u5236&#xff0c;\u6839\u636e\u9884\u8bbe\u7684\u9608\u503c\u81ea\u52a8\u5224\u65ad\u662f\u5426\u89e6\u53d1\u544a\u8b66&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u3002<\/p>\n<p>&#xff08;3&#xff09;\u8bbe\u8ba1\u56fe\u5f62\u5316\u7528\u6237\u754c\u9762&#xff0c;\u76f4\u89c2\u5c55\u793a\u76d1\u63a7\u6570\u636e&#xff0c;\u4fbf\u4e8e\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n<p>\u4ee5\u4e0b\u4e3a\u7cfb\u7edf\u6838\u5fc3\u4ee3\u7801\u7247\u6bb5\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> psutil<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6CPU\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    cpu_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> cpu_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u5185\u5b58\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_memory_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    memory_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>virtual_memory<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    <span class=\"token keyword\">return<\/span> memory_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u78c1\u76d8\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_disk_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    disk_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    <span class=\"token keyword\">return<\/span> disk_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u7f51\u7edc\u6d41\u91cf<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_network_io<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    network_io <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>net_io_counters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_sent<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_recv<\/p>\n<p><span class=\"token comment\"># \u68c0\u67e5\u9608\u503c\u544a\u8b66<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">check_alert_thresholds<\/span><span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> memory_usage<span class=\"token punctuation\">,<\/span> disk_usage<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> cpu_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u89e6\u53d1\u544a\u8b66&#xff01;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> memory_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u5185\u5b58\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u89e6\u53d1\u544a\u8b66&#xff01;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> disk_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u78c1\u76d8\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u89e6\u53d1\u544a\u8b66&#xff01;&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> network_io<span class=\"token punctuation\">[<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">1000000<\/span> <span class=\"token keyword\">or<\/span> network_io<span class=\"token punctuation\">[<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">1000000<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7f51\u7edc\u6d41\u91cf\u8fc7\u9ad8&#xff0c;\u89e6\u53d1\u544a\u8b66&#xff01;&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u4e3b\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        cpu_usage <span class=\"token operator\">&#061;<\/span> get_cpu_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        memory_usage <span class=\"token operator\">&#061;<\/span> get_memory_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        disk_usage <span class=\"token operator\">&#061;<\/span> get_disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        network_io <span class=\"token operator\">&#061;<\/span> get_network_io<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        check_alert_thresholds<span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> memory_usage<span class=\"token punctuation\">,<\/span> disk_usage<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">)<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6bcf5\u79d2\u68c0\u67e5\u4e00\u6b21<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u672c\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801\u5b9e\u73b0\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u7684\u5b9e\u65f6\u91c7\u96c6\u3001\u5904\u7406\u548c\u5206\u6790&#xff0c;\u5e76\u7ed3\u5408\u9608\u503c\u544a\u8b66\u673a\u5236&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u4fbf\u6377\u3001\u9ad8\u6548\u7684\u76d1\u63a7\u670d\u52a1\u3002<\/p>\n<h4>1.2.\u56fd\u5185\u5916\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6<\/h4>\n<p>\u968f\u7740\u4fe1\u606f\u6280\u672f\u7684\u53d1\u5c55&#xff0c;\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u6280\u672f\u9010\u6e10\u6210\u4e3a\u7814\u7a76\u70ed\u70b9\u3002\u672c\u6587\u5c06\u4ece\u56fd\u5185\u5916\u7814\u7a76\u73b0\u72b6\u51fa\u53d1&#xff0c;\u5206\u6790\u73b0\u6709\u76d1\u63a7\u6280\u672f\u7684\u7279\u70b9\u3001\u4f18\u7f3a\u70b9\u4ee5\u53ca\u53d1\u5c55\u8d8b\u52bf\u3002<\/p>\n<p>\u4e00\u3001\u56fd\u5916\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6<\/p>\n<li>\u57fa\u4e8e\u4ee3\u7406\u7684\u76d1\u63a7\u6280\u672f<\/li>\n<p>\u56fd\u5916\u7814\u7a76\u8005\u4e3b\u8981\u5173\u6ce8\u57fa\u4e8e\u4ee3\u7406\u7684\u76d1\u63a7\u6280\u672f&#xff0c;\u901a\u8fc7\u5728\u670d\u52a1\u5668\u4e0a\u90e8\u7f72\u4ee3\u7406\u7a0b\u5e8f&#xff0c;\u5b9e\u65f6\u6536\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002\u8fd9\u7c7b\u6280\u672f\u5177\u6709\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u5b9e\u65f6\u6027\u5f3a&#xff1a;\u80fd\u591f\u5b9e\u65f6\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u3002<\/p>\n<p>&#xff08;2&#xff09;\u81ea\u52a8\u5316\u7a0b\u5ea6\u9ad8&#xff1a;\u4ee3\u7406\u7a0b\u5e8f\u81ea\u52a8\u6536\u96c6\u6570\u636e&#xff0c;\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/p>\n<p>&#xff08;3&#xff09;\u53ef\u6269\u5c55\u6027\u5f3a&#xff1a;\u9002\u7528\u4e8e\u5927\u89c4\u6a21\u670d\u52a1\u5668\u96c6\u7fa4\u7684\u76d1\u63a7\u3002<\/p>\n<li>\u57fa\u4e8e\u4e91\u7684\u76d1\u63a7\u6280\u672f<\/li>\n<p>\u968f\u7740\u4e91\u8ba1\u7b97\u7684\u5174\u8d77&#xff0c;\u57fa\u4e8e\u4e91\u7684\u76d1\u63a7\u6280\u672f\u9010\u6e10\u6210\u4e3a\u7814\u7a76\u70ed\u70b9\u3002\u8fd9\u7c7b\u6280\u672f\u5177\u6709\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u5f39\u6027\u4f38\u7f29&#xff1a;\u6839\u636e\u670d\u52a1\u5668\u8d1f\u8f7d\u52a8\u6001\u8c03\u6574\u76d1\u63a7\u8d44\u6e90\u3002<\/p>\n<p>&#xff08;2&#xff09;\u6570\u636e\u5171\u4eab&#xff1a;\u5c06\u76d1\u63a7\u6570\u636e\u5171\u4eab\u7ed9\u5176\u4ed6\u7cfb\u7edf&#xff0c;\u5b9e\u73b0\u8de8\u5e73\u53f0\u76d1\u63a7\u3002<\/p>\n<p>&#xff08;3&#xff09;\u5f00\u653e\u6027&#xff1a;\u652f\u6301\u4e0e\u5176\u4ed6\u7b2c\u4e09\u65b9\u76d1\u63a7\u5de5\u5177\u7684\u96c6\u6210\u3002<\/p>\n<p>\u4e8c\u3001\u56fd\u5185\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6<\/p>\n<li>\u57fa\u4e8e\u5f00\u6e90\u76d1\u63a7\u5de5\u5177\u7684\u7814\u7a76<\/li>\n<p>\u56fd\u5185\u7814\u7a76\u8005\u4e3b\u8981\u5173\u6ce8\u57fa\u4e8e\u5f00\u6e90\u76d1\u63a7\u5de5\u5177\u7684\u7814\u7a76&#xff0c;\u5982Nagios\u3001Zabbix\u7b49\u3002\u8fd9\u7c7b\u5de5\u5177\u5177\u6709\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u529f\u80fd\u4e30\u5bcc&#xff1a;\u63d0\u4f9b\u5168\u9762\u7684\u76d1\u63a7\u529f\u80fd&#xff0c;\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u7684\u9700\u6c42\u3002<\/p>\n<p>&#xff08;2&#xff09;\u793e\u533a\u652f\u6301&#xff1a;\u62e5\u6709\u5e9e\u5927\u7684\u793e\u533a&#xff0c;\u4fbf\u4e8e\u83b7\u53d6\u6280\u672f\u652f\u6301\u548c\u8d44\u6e90\u3002<\/p>\n<p>&#xff08;3&#xff09;\u5b9a\u5236\u6027\u5f3a&#xff1a;\u53ef\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u5b9a\u5236\u548c\u6269\u5c55\u3002<\/p>\n<li>\u57fa\u4e8e\u5927\u6570\u636e\u7684\u76d1\u63a7\u6280\u672f<\/li>\n<p>\u968f\u7740\u5927\u6570\u636e\u6280\u672f\u7684\u5174\u8d77&#xff0c;\u56fd\u5185\u7814\u7a76\u8005\u5f00\u59cb\u5173\u6ce8\u57fa\u4e8e\u5927\u6570\u636e\u7684\u76d1\u63a7\u6280\u672f\u3002\u8fd9\u7c7b\u6280\u672f\u5177\u6709\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<p>&#xff08;1&#xff09;\u6570\u636e\u6316\u6398&#xff1a;\u901a\u8fc7\u5bf9\u6d77\u91cf\u76d1\u63a7\u6570\u636e\u7684\u6316\u6398&#xff0c;\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u3002<\/p>\n<p>&#xff08;2&#xff09;\u9884\u6d4b\u6027\u5206\u6790&#xff1a;\u57fa\u4e8e\u5386\u53f2\u6570\u636e&#xff0c;\u9884\u6d4b\u672a\u6765\u8d8b\u52bf\u3002<\/p>\n<p>&#xff08;3&#xff09;\u667a\u80fd\u5316&#xff1a;\u5b9e\u73b0\u81ea\u52a8\u5316\u76d1\u63a7\u548c\u667a\u80fd\u544a\u8b66\u3002<\/p>\n<p>\u4e09\u3001\u521b\u65b0\u6027\u7814\u7a76<\/p>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f<\/li>\n<p>\u5c06\u57fa\u4e8e\u4ee3\u7406\u7684\u76d1\u63a7\u6280\u672f\u3001\u57fa\u4e8e\u4e91\u7684\u76d1\u63a7\u6280\u672f\u4ee5\u53ca\u57fa\u4e8e\u5927\u6570\u636e\u7684\u76d1\u63a7\u6280\u672f\u8fdb\u884c\u878d\u5408&#xff0c;\u5b9e\u73b0\u5168\u65b9\u4f4d\u3001\u591a\u5c42\u6b21\u7684\u76d1\u63a7\u3002<\/p>\n<li>\u667a\u80fd\u5316\u544a\u8b66<\/li>\n<p>\u7ed3\u5408\u4eba\u5de5\u667a\u80fd\u6280\u672f&#xff0c;\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u544a\u8b66&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<li>\u8de8\u5e73\u53f0\u76d1\u63a7<\/li>\n<p>\u7814\u7a76\u8de8\u5e73\u53f0\u76d1\u63a7\u6280\u672f&#xff0c;\u5b9e\u73b0\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u3001\u4e0d\u540c\u67b6\u6784\u7684\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u7edf\u4e00\u76d1\u63a7\u3002<\/p>\n<p>\u4ee5\u4e0b\u4e3a\u56fd\u5185\u5916\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6\u7684\u5bf9\u6bd4\u8868\u683c&#xff1a;<\/p>\n<table>\n<tr>\u7814\u7a76\u9886\u57df\u56fd\u5916\u7814\u7a76\u73b0\u72b6\u56fd\u5185\u7814\u7a76\u73b0\u72b6<\/tr>\n<tbody>\n<tr>\n<td align=\"center\">\u4ee3\u7406\u76d1\u63a7<\/td>\n<td align=\"center\">\u5b9e\u65f6\u6027\u5f3a\u3001\u81ea\u52a8\u5316\u7a0b\u5ea6\u9ad8\u3001\u53ef\u6269\u5c55\u6027\u5f3a<\/td>\n<td align=\"center\">\u529f\u80fd\u4e30\u5bcc\u3001\u793e\u533a\u652f\u6301\u3001\u5b9a\u5236\u6027\u5f3a<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">\u4e91\u76d1\u63a7<\/td>\n<td align=\"center\">\u5f39\u6027\u4f38\u7f29\u3001\u6570\u636e\u5171\u4eab\u3001\u5f00\u653e\u6027<\/td>\n<td align=\"center\"><\/td>\n<\/tr>\n<tr>\n<td align=\"center\">\u5927\u6570\u636e\u76d1\u63a7<\/td>\n<td align=\"center\">\u6570\u636e\u6316\u6398\u3001\u9884\u6d4b\u6027\u5206\u6790\u3001\u667a\u80fd\u5316<\/td>\n<td align=\"center\"><\/td>\n<\/tr>\n<tr>\n<td align=\"center\">\u878d\u5408\u6280\u672f<\/td>\n<td align=\"center\">\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f&#xff0c;\u5b9e\u73b0\u5168\u65b9\u4f4d\u76d1\u63a7<\/td>\n<td align=\"center\">\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f&#xff0c;\u5b9e\u73b0\u5168\u65b9\u4f4d\u76d1\u63a7<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">\u667a\u80fd\u5316\u544a\u8b66<\/td>\n<td align=\"center\">\u667a\u80fd\u5316\u544a\u8b66&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u51c6\u786e\u6027\u548c\u6709\u6548\u6027<\/td>\n<td align=\"center\">\u667a\u80fd\u5316\u544a\u8b66&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u51c6\u786e\u6027\u548c\u6709\u6548\u6027<\/td>\n<\/tr>\n<tr>\n<td align=\"center\">\u8de8\u5e73\u53f0\u76d1\u63a7<\/td>\n<td align=\"center\">\u8de8\u5e73\u53f0\u76d1\u63a7&#xff0c;\u5b9e\u73b0\u4e0d\u540c\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u7edf\u4e00\u76d1\u63a7<\/td>\n<td align=\"center\">\u8de8\u5e73\u53f0\u76d1\u63a7&#xff0c;\u5b9e\u73b0\u4e0d\u540c\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u7edf\u4e00\u76d1\u63a7<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h4>1.3.\u8bba\u6587\u7814\u7a76\u76ee\u7684\u4e0e\u4efb\u52a1<\/h4>\n<p>\u4e00\u3001\u7814\u7a76\u76ee\u7684<\/p>\n<p>\u672c\u7814\u7a76\u65e8\u5728\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u4e00\u4e2a\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u4ee5\u89e3\u51b3\u73b0\u6709\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u65b9\u5f0f\u7684\u5c40\u9650\u6027&#xff0c;\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387&#xff0c;\u964d\u4f4e\u6545\u969c\u7387\u3002\u5177\u4f53\u7814\u7a76\u76ee\u7684\u5982\u4e0b&#xff1a;<\/p>\n<li>\n<p>\u6784\u5efa\u9ad8\u6548\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u5e73\u53f0&#xff0c;\u5b9e\u73b0\u5bf9\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u5173\u952e\u6027\u80fd\u6307\u6807\u7684\u5b9e\u65f6\u76d1\u63a7\u3002<\/p>\n<\/li>\n<li>\n<p>\u4f18\u5316\u544a\u8b66\u673a\u5236&#xff0c;\u5b9e\u73b0\u57fa\u4e8e\u9608\u503c\u548c\u5f02\u5e38\u68c0\u6d4b\u7684\u667a\u80fd\u544a\u8b66&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/p>\n<\/li>\n<li>\n<p>\u8bbe\u8ba1\u7528\u6237\u53cb\u597d\u7684\u56fe\u5f62\u5316\u754c\u9762&#xff0c;\u65b9\u4fbf\u7ba1\u7406\u5458\u76f4\u89c2\u5730\u67e5\u770b\u76d1\u63a7\u6570\u636e\u548c\u89e6\u53d1\u544a\u8b66\u3002<\/p>\n<\/li>\n<li>\n<p>\u63a2\u8ba8\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u884c\u6027\u548c\u6548\u679c&#xff0c;\u9a8c\u8bc1\u7cfb\u7edf\u5728\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u3001\u964d\u4f4e\u6545\u969c\u7387\u7b49\u65b9\u9762\u7684\u79ef\u6781\u4f5c\u7528\u3002<\/p>\n<\/li>\n<p>\u4e8c\u3001\u7814\u7a76\u4efb\u52a1<\/p>\n<p>\u4e3a\u5b9e\u73b0\u4e0a\u8ff0\u7814\u7a76\u76ee\u7684&#xff0c;\u672c\u7814\u7a76\u5c06\u5206\u4e3a\u4ee5\u4e0b\u4efb\u52a1&#xff1a;<\/p>\n<li>\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u5206\u6790\u73b0\u6709\u76d1\u63a7\u6280\u672f\u7684\u4f18\u7f3a\u70b9&#xff0c;\u8bbe\u8ba1\u9002\u5408\u672c\u7814\u7a76\u7684\u7cfb\u7edf\u67b6\u6784\u3002<\/p>\n<p>&#xff08;2&#xff09;\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u5e73\u53f0&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<li>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u5229\u7528Python\u7684psutil\u5e93\u91c7\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002<\/p>\n<p>&#xff08;2&#xff09;\u8bbe\u8ba1\u6570\u636e\u91c7\u96c6\u6a21\u5757&#xff0c;\u5b9e\u73b0\u5bf9CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u6307\u6807\u7684\u5b9e\u65f6\u91c7\u96c6\u3002<\/p>\n<li>\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u5206\u6790\u73b0\u6709\u76d1\u63a7\u7b97\u6cd5&#xff0c;\u9009\u62e9\u9002\u5408\u672c\u7814\u7a76\u7684\u7b97\u6cd5\u3002<\/p>\n<p>&#xff08;2&#xff09;\u8bbe\u8ba1\u57fa\u4e8e\u9608\u503c\u548c\u5f02\u5e38\u68c0\u6d4b\u7684\u76d1\u63a7\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u667a\u80fd\u544a\u8b66\u3002<\/p>\n<li>\u544a\u8b66\u673a\u5236\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u8bbe\u8ba1\u57fa\u4e8e\u9608\u503c\u7684\u544a\u8b66\u673a\u5236&#xff0c;\u5b9e\u73b0\u81ea\u52a8\u544a\u8b66\u3002<\/p>\n<p>&#xff08;2&#xff09;\u7ed3\u5408\u5f02\u5e38\u68c0\u6d4b\u6280\u672f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/p>\n<li>\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u8bbe\u8ba1\u7b80\u6d01\u3001\u76f4\u89c2\u7684\u56fe\u5f62\u5316\u7528\u6237\u754c\u9762\u3002<\/p>\n<p>&#xff08;2&#xff09;\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u53ef\u89c6\u5316&#xff0c;\u65b9\u4fbf\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n<p>\u4ee5\u4e0b\u4e3a\u7cfb\u7edf\u6838\u5fc3\u4ee3\u7801\u7247\u6bb5\u793a\u4f8b&#xff0c;\u7528\u4e8e\u6570\u636e\u91c7\u96c6\u6a21\u5757\u7684\u8bbe\u8ba1&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> psutil<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6CPU\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    cpu_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> cpu_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u5185\u5b58\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_memory_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    memory_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>virtual_memory<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    <span class=\"token keyword\">return<\/span> memory_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u78c1\u76d8\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_disk_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    disk_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    <span class=\"token keyword\">return<\/span> disk_usage<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u7f51\u7edc\u6d41\u91cf<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_network_io<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    network_io <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>net_io_counters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_sent<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_recv<\/p>\n<p><span class=\"token comment\"># \u6570\u636e\u91c7\u96c6\u6a21\u5757<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">data_collection<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    cpu_usage <span class=\"token operator\">&#061;<\/span> get_cpu_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    memory_usage <span class=\"token operator\">&#061;<\/span> get_memory_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    disk_usage <span class=\"token operator\">&#061;<\/span> get_disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    network_io <span class=\"token operator\">&#061;<\/span> get_network_io<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#039;cpu_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> cpu_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;memory_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> memory_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;disk_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> disk_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;network_io&#039;<\/span><span class=\"token punctuation\">:<\/span> network_io<br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token comment\"># \u4e3b\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        data <span class=\"token operator\">&#061;<\/span> data_collection<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6bcf5\u79d2\u91c7\u96c6\u4e00\u6b21\u6570\u636e<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u4ee3\u7801&#xff0c;\u5b9e\u73b0\u4e86\u5bf9\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u7684\u5b9e\u65f6\u91c7\u96c6&#xff0c;\u4e3a\u540e\u7eed\u7684\u76d1\u63a7\u548c\u5206\u6790\u63d0\u4f9b\u4e86\u6570\u636e\u57fa\u7840\u3002<\/p>\n<h4>1.4.\u7814\u7a76\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf<\/h4>\n<p>\u4e00\u3001\u7814\u7a76\u65b9\u6cd5<\/p>\n<p>\u672c\u7814\u7a76\u5c06\u91c7\u7528\u4ee5\u4e0b\u7814\u7a76\u65b9\u6cd5&#xff1a;<\/p>\n<li>\u6587\u732e\u7814\u7a76\u6cd5<\/li>\n<p>\u901a\u8fc7\u67e5\u9605\u56fd\u5185\u5916\u76f8\u5173\u6587\u732e&#xff0c;\u4e86\u89e3\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u9886\u57df\u7684\u6700\u65b0\u7814\u7a76\u6210\u679c\u548c\u53d1\u5c55\u8d8b\u52bf&#xff0c;\u4e3a\u672c\u7814\u7a76\u63d0\u4f9b\u7406\u8bba\u4f9d\u636e\u3002<\/p>\n<li>\u5b9e\u8bc1\u7814\u7a76\u6cd5<\/li>\n<p>\u7ed3\u5408\u5b9e\u9645\u9700\u6c42&#xff0c;\u8bbe\u8ba1\u5e76\u5b9e\u73b0\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u901a\u8fc7\u5b9e\u9a8c\u9a8c\u8bc1\u7cfb\u7edf\u7684\u53ef\u884c\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<li>\u6848\u4f8b\u5206\u6790\u6cd5<\/li>\n<p>\u9009\u53d6\u5178\u578b\u4f01\u4e1a\u8fdb\u884c\u6848\u4f8b\u5206\u6790&#xff0c;\u63a2\u8ba8\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u6548\u679c\u548c\u5f71\u54cd\u3002<\/p>\n<p>\u4e8c\u3001\u6280\u672f\u8def\u7ebf<\/p>\n<p>\u672c\u7814\u7a76\u7684\u6280\u672f\u8def\u7ebf\u5982\u4e0b&#xff1a;<\/p>\n<li>\u7cfb\u7edf\u9700\u6c42\u5206\u6790<\/li>\n<p>&#xff08;1&#xff09;\u660e\u786e\u7cfb\u7edf\u529f\u80fd\u9700\u6c42&#xff0c;\u5305\u62ec\u6570\u636e\u91c7\u96c6\u3001\u76d1\u63a7\u3001\u544a\u8b66\u3001\u7528\u6237\u754c\u9762\u7b49\u6a21\u5757\u3002<\/p>\n<p>&#xff08;2&#xff09;\u5206\u6790\u7528\u6237\u9700\u6c42&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u6613\u7528\u6027\u548c\u5b9e\u7528\u6027\u3002<\/p>\n<li>\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1&#xff0c;\u5c06\u7cfb\u7edf\u5212\u5206\u4e3a\u6570\u636e\u91c7\u96c6\u3001\u76d1\u63a7\u3001\u544a\u8b66\u3001\u7528\u6237\u754c\u9762\u7b49\u6a21\u5757\u3002<\/p>\n<p>&#xff08;2&#xff09;\u9009\u62e9\u5408\u9002\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u5e73\u53f0&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/p>\n<li>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u5229\u7528Python\u7684psutil\u5e93\u91c7\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002<\/p>\n<p>&#xff08;2&#xff09;\u8bbe\u8ba1\u6570\u636e\u91c7\u96c6\u6a21\u5757&#xff0c;\u5b9e\u73b0\u5bf9CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u6307\u6807\u7684\u5b9e\u65f6\u91c7\u96c6\u3002<\/p>\n<li>\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u5206\u6790\u73b0\u6709\u76d1\u63a7\u7b97\u6cd5&#xff0c;\u9009\u62e9\u9002\u5408\u672c\u7814\u7a76\u7684\u7b97\u6cd5\u3002<\/p>\n<p>&#xff08;2&#xff09;\u8bbe\u8ba1\u57fa\u4e8e\u9608\u503c\u548c\u5f02\u5e38\u68c0\u6d4b\u7684\u76d1\u63a7\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u667a\u80fd\u544a\u8b66\u3002<\/p>\n<li>\u544a\u8b66\u673a\u5236\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u8bbe\u8ba1\u57fa\u4e8e\u9608\u503c\u7684\u544a\u8b66\u673a\u5236&#xff0c;\u5b9e\u73b0\u81ea\u52a8\u544a\u8b66\u3002<\/p>\n<p>&#xff08;2&#xff09;\u7ed3\u5408\u5f02\u5e38\u68c0\u6d4b\u6280\u672f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/p>\n<li>\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/li>\n<p>&#xff08;1&#xff09;\u8bbe\u8ba1\u7b80\u6d01\u3001\u76f4\u89c2\u7684\u56fe\u5f62\u5316\u7528\u6237\u754c\u9762\u3002<\/p>\n<p>&#xff08;2&#xff09;\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u53ef\u89c6\u5316&#xff0c;\u65b9\u4fbf\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/p>\n<li>\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5<\/li>\n<p>&#xff08;1&#xff09;\u5c06\u5404\u4e2a\u6a21\u5757\u8fdb\u884c\u96c6\u6210&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u6574\u4f53\u529f\u80fd\u5b9e\u73b0\u3002<\/p>\n<p>&#xff08;2&#xff09;\u8fdb\u884c\u529f\u80fd\u6d4b\u8bd5\u3001\u6027\u80fd\u6d4b\u8bd5\u3001\u7a33\u5b9a\u6027\u6d4b\u8bd5\u7b49&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u8d28\u91cf\u3002<\/p>\n<li>\u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30<\/li>\n<p>&#xff08;1&#xff09;\u5c06\u7cfb\u7edf\u5e94\u7528\u4e8e\u5b9e\u9645\u73af\u5883\u4e2d&#xff0c;\u9a8c\u8bc1\u5176\u53ef\u884c\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<p>&#xff08;2&#xff09;\u901a\u8fc7\u6848\u4f8b\u5206\u6790&#xff0c;\u8bc4\u4f30\u7cfb\u7edf\u5728\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u3001\u964d\u4f4e\u6545\u969c\u7387\u7b49\u65b9\u9762\u7684\u79ef\u6781\u4f5c\u7528\u3002<\/p>\n<p>\u521b\u65b0\u6027\u89c2\u70b9&#xff1a;<\/p>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f<\/li>\n<p>\u672c\u7814\u7a76\u5c06\u57fa\u4e8e\u4ee3\u7406\u7684\u76d1\u63a7\u6280\u672f\u3001\u57fa\u4e8e\u4e91\u7684\u76d1\u63a7\u6280\u672f\u4ee5\u53ca\u57fa\u4e8e\u5927\u6570\u636e\u7684\u76d1\u63a7\u6280\u672f\u8fdb\u884c\u878d\u5408&#xff0c;\u5b9e\u73b0\u5168\u65b9\u4f4d\u3001\u591a\u5c42\u6b21\u7684\u76d1\u63a7\u3002<\/p>\n<li>\u667a\u80fd\u5316\u544a\u8b66<\/li>\n<p>\u7ed3\u5408\u4eba\u5de5\u667a\u80fd\u6280\u672f&#xff0c;\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u544a\u8b66&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u3002<\/p>\n<li>\u8de8\u5e73\u53f0\u76d1\u63a7<\/li>\n<p>\u7814\u7a76\u8de8\u5e73\u53f0\u76d1\u63a7\u6280\u672f&#xff0c;\u5b9e\u73b0\u4e0d\u540c\u64cd\u4f5c\u7cfb\u7edf\u3001\u4e0d\u540c\u67b6\u6784\u7684\u670d\u52a1\u5668\u4e4b\u95f4\u7684\u7edf\u4e00\u76d1\u63a7\u3002<\/p>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6280\u672f\u8def\u7ebf&#xff0c;\u672c\u7814\u7a76\u65e8\u5728\u6784\u5efa\u4e00\u4e2a\u9ad8\u6548\u3001\u667a\u80fd\u3001\u6613\u7528\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u4e3a\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u3001\u964d\u4f4e\u6545\u969c\u7387\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002<\/p>\n<h4>1.5.\u8bba\u6587\u7ed3\u6784\u5b89\u6392<\/h4>\n<p>\u672c\u8bba\u6587\u5171\u5206\u4e3a\u4e94\u4e2a\u4e3b\u8981\u90e8\u5206&#xff0c;\u65e8\u5728\u5168\u9762\u3001\u7cfb\u7edf\u5730\u9610\u8ff0\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u8bbe\u8ba1\u4e0e\u5b9e\u73b0\u3002\u4ee5\u4e0b\u662f\u8bba\u6587\u7684\u7ed3\u6784\u5b89\u6392&#xff1a;<\/p>\n<p>\u4e00\u3001\u7eea\u8bba<\/p>\n<li>\n<p>\u7814\u7a76\u80cc\u666f\u53ca\u610f\u4e49<\/p>\n<ul>\n<li>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u91cd\u8981\u6027<\/li>\n<li>\u4f20\u7edf\u76d1\u63a7\u65b9\u5f0f\u7684\u5c40\u9650\u6027<\/li>\n<li>\u7814\u7a76\u610f\u4e49<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u56fd\u5185\u5916\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7814\u7a76\u73b0\u72b6<\/p>\n<ul>\n<li>\u56fd\u5916\u7814\u7a76\u73b0\u72b6&#xff1a;\u57fa\u4e8e\u4ee3\u7406\u3001\u57fa\u4e8e\u4e91\u7684\u76d1\u63a7\u6280\u672f<\/li>\n<li>\u56fd\u5185\u7814\u7a76\u73b0\u72b6&#xff1a;\u57fa\u4e8e\u5f00\u6e90\u76d1\u63a7\u5de5\u5177\u3001\u57fa\u4e8e\u5927\u6570\u636e\u7684\u76d1\u63a7\u6280\u672f<\/li>\n<li>\u521b\u65b0\u6027\u7814\u7a76<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8bba\u6587\u7814\u7a76\u76ee\u7684\u4e0e\u4efb\u52a1<\/p>\n<ul>\n<li>\u7814\u7a76\u76ee\u7684&#xff1a;\u6784\u5efa\u9ad8\u6548\u76d1\u63a7\u5e73\u53f0\u3001\u4f18\u5316\u544a\u8b66\u673a\u5236\u3001\u8bbe\u8ba1\u53cb\u597d\u754c\u9762\u3001\u63a2\u8ba8\u7cfb\u7edf\u5e94\u7528\u6548\u679c<\/li>\n<li>\u7814\u7a76\u4efb\u52a1&#xff1a;\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u3001\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1\u3001\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1\u3001\u544a\u8b66\u673a\u5236\u8bbe\u8ba1\u3001\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u3001\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5\u3001\u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7814\u7a76\u65b9\u6cd5\u4e0e\u6280\u672f\u8def\u7ebf<\/p>\n<ul>\n<li>\u7814\u7a76\u65b9\u6cd5&#xff1a;\u6587\u732e\u7814\u7a76\u6cd5\u3001\u5b9e\u8bc1\u7814\u7a76\u6cd5\u3001\u6848\u4f8b\u5206\u6790<\/li>\n<li>\u6280\u672f\u8def\u7ebf&#xff1a;\u7cfb\u7edf\u9700\u6c42\u5206\u6790\u3001\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1\u3001\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1\u3001\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1\u3001\u544a\u8b66\u673a\u5236\u8bbe\u8ba1\u3001\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u3001\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5\u3001\u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30<\/li>\n<li>\u521b\u65b0\u6027\u89c2\u70b9<\/li>\n<\/ul>\n<\/li>\n<p>\u4e8c\u3001\u76f8\u5173\u6280\u672f\u4e0e\u7406\u8bba\u6982\u8ff0<\/p>\n<li>\n<p>Python\u7f16\u7a0b\u8bed\u8a00\u6982\u8ff0<\/p>\n<ul>\n<li>Python\u7684\u7279\u70b9\u4e0e\u4f18\u52bf<\/li>\n<li>Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u57fa\u7840\u77e5\u8bc6<\/p>\n<ul>\n<li>\u670d\u52a1\u5668\u6027\u80fd\u6307\u6807<\/li>\n<li>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u91cd\u8981\u6027<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528<\/p>\n<ul>\n<li>psutil\u5e93\u4ecb\u7ecd<\/li>\n<li>\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u9608\u503c\u544a\u8b66\u673a\u5236\u539f\u7406<\/p>\n<ul>\n<li>\u9608\u503c\u544a\u8b66\u7684\u5b9a\u4e49<\/li>\n<li>\u9608\u503c\u544a\u8b66\u7684\u5b9e\u73b0\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/p>\n<ul>\n<li>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/li>\n<li>\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<p>\u4e09\u3001\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u8bbe\u8ba1<\/p>\n<li>\n<p>\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/p>\n<ul>\n<li>\u7cfb\u7edf\u67b6\u6784\u56fe<\/li>\n<li>\u6a21\u5757\u5212\u5206\u4e0e\u529f\u80fd\u63cf\u8ff0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u786c\u4ef6\u5e73\u53f0\u9009\u62e9<\/p>\n<ul>\n<li>\u786c\u4ef6\u5e73\u53f0\u8981\u6c42<\/li>\n<li>\u786c\u4ef6\u5e73\u53f0\u9009\u578b<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9<\/p>\n<ul>\n<li>\u8f6f\u4ef6\u5e73\u53f0\u8981\u6c42<\/li>\n<li>\u8f6f\u4ef6\u5e73\u53f0\u9009\u578b<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1<\/p>\n<ul>\n<li>\u6570\u636e\u91c7\u96c6\u65b9\u6cd5<\/li>\n<li>\u6570\u636e\u91c7\u96c6\u6d41\u7a0b<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1<\/p>\n<ul>\n<li>\u76d1\u63a7\u7b97\u6cd5\u9009\u62e9<\/li>\n<li>\u76d1\u63a7\u7b97\u6cd5\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u544a\u8b66\u673a\u5236\u8bbe\u8ba1<\/p>\n<ul>\n<li>\u544a\u8b66\u673a\u5236\u8bbe\u8ba1\u539f\u5219<\/li>\n<li>\u544a\u8b66\u673a\u5236\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/p>\n<ul>\n<li>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/li>\n<li>\u7528\u6237\u754c\u9762\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<p>\u56db\u3001\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5b9e\u73b0<\/p>\n<li>\n<p>\u5f00\u53d1\u73af\u5883\u642d\u5efa<\/p>\n<ul>\n<li>\u5f00\u53d1\u73af\u5883\u8981\u6c42<\/li>\n<li>\u5f00\u53d1\u73af\u5883\u642d\u5efa\u6b65\u9aa4<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/p>\n<ul>\n<li>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u5b9e\u73b0<\/li>\n<li>\u6570\u636e\u5904\u7406\u65b9\u6cd5<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0<\/p>\n<ul>\n<li>\u76d1\u63a7\u7b97\u6cd5\u5b9e\u73b0<\/li>\n<li>\u76d1\u63a7\u6a21\u5757\u529f\u80fd\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u544a\u8b66\u6a21\u5757\u5b9e\u73b0<\/p>\n<ul>\n<li>\u544a\u8b66\u673a\u5236\u5b9e\u73b0<\/li>\n<li>\u544a\u8b66\u6a21\u5757\u529f\u80fd\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7528\u6237\u754c\u9762\u5b9e\u73b0<\/p>\n<ul>\n<li>\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/li>\n<li>\u7528\u6237\u754c\u9762\u5b9e\u73b0<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5<\/p>\n<ul>\n<li>\u7cfb\u7edf\u96c6\u6210<\/li>\n<li>\u7cfb\u7edf\u6d4b\u8bd5<\/li>\n<\/ul>\n<\/li>\n<p>\u4e94\u3001\u7cfb\u7edf\u6d4b\u8bd5\u4e0e\u5206\u6790<\/p>\n<li>\n<p>\u6d4b\u8bd5\u73af\u5883\u642d\u5efa<\/p>\n<ul>\n<li>\u6d4b\u8bd5\u73af\u5883\u8981\u6c42<\/li>\n<li>\u6d4b\u8bd5\u73af\u5883\u642d\u5efa\u6b65\u9aa4<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u529f\u80fd\u6d4b\u8bd5<\/p>\n<ul>\n<li>\u529f\u80fd\u6d4b\u8bd5\u65b9\u6cd5<\/li>\n<li>\u529f\u80fd\u6d4b\u8bd5\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6027\u80fd\u6d4b\u8bd5<\/p>\n<ul>\n<li>\u6027\u80fd\u6d4b\u8bd5\u65b9\u6cd5<\/li>\n<li>\u6027\u80fd\u6d4b\u8bd5\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/p>\n<ul>\n<li>\u7a33\u5b9a\u6027\u6d4b\u8bd5\u65b9\u6cd5<\/li>\n<li>\u7a33\u5b9a\u6027\u6d4b\u8bd5\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5<\/p>\n<ul>\n<li>\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u65b9\u6cd5<\/li>\n<li>\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/p>\n<ul>\n<li>\u6d4b\u8bd5\u7ed3\u679c\u603b\u7ed3<\/li>\n<li>\u6d4b\u8bd5\u7ed3\u679c\u5bf9\u7cfb\u7edf\u6539\u8fdb\u7684\u6307\u5bfc\u610f\u4e49<\/li>\n<\/ul>\n<\/li>\n<p>\u516d\u3001\u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30<\/p>\n<li>\n<p>\u7cfb\u7edf\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u7684\u5e94\u7528<\/p>\n<ul>\n<li>\u7cfb\u7edf\u5e94\u7528\u6848\u4f8b<\/li>\n<li>\u7cfb\u7edf\u5e94\u7528\u6548\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7cfb\u7edf\u5bf9\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u7684\u5f71\u54cd<\/p>\n<ul>\n<li>\u8fd0\u7ef4\u6548\u7387\u63d0\u5347\u5206\u6790<\/li>\n<li>\u8fd0\u7ef4\u6548\u7387\u63d0\u5347\u6548\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7cfb\u7edf\u5bf9\u6545\u969c\u7387\u964d\u4f4e\u7684\u8d21\u732e<\/p>\n<ul>\n<li>\u6545\u969c\u7387\u964d\u4f4e\u5206\u6790<\/li>\n<li>\u6545\u969c\u7387\u964d\u4f4e\u6548\u679c<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7528\u6237\u53cd\u9988\u4e0e\u8bc4\u4ef7<\/p>\n<ul>\n<li>\u7528\u6237\u53cd\u9988\u6536\u96c6<\/li>\n<li>\u7528\u6237\u8bc4\u4ef7\u5206\u6790<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u7cfb\u7edf\u6548\u679c\u7efc\u5408\u8bc4\u4f30<\/p>\n<ul>\n<li>\u7cfb\u7edf\u6548\u679c\u8bc4\u4f30\u65b9\u6cd5<\/li>\n<li>\u7cfb\u7edf\u6548\u679c\u8bc4\u4f30\u7ed3\u679c<\/li>\n<\/ul>\n<\/li>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u7ed3\u6784\u5b89\u6392&#xff0c;\u672c\u8bba\u6587\u5c06\u7cfb\u7edf\u5730\u9610\u8ff0\u57fa\u4e8e<\/p>\n<h3>\u7b2c2\u7ae0 \u76f8\u5173\u6280\u672f\u4e0e\u7406\u8bba\u6982\u8ff0<\/h3>\n<h4>2.1.Python\u7f16\u7a0b\u8bed\u8a00\u6982\u8ff0<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>Python\u4f5c\u4e3a\u4e00\u79cd\u89e3\u91ca\u578b\u3001\u9ad8\u7ea7\u3001\u901a\u7528\u7684\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u81ea1991\u5e74\u7531Guido van Rossum\u8bbe\u8ba1\u5e76\u53d1\u5e03\u4ee5\u6765&#xff0c;\u56e0\u5176\u7b80\u6d01\u3001\u6613\u8bfb\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301&#xff0c;\u8fc5\u901f\u5728\u5404\u4e2a\u9886\u57df\u5f97\u5230\u4e86\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u672c\u8282\u5c06\u4ecePython\u8bed\u8a00\u7684\u7279\u70b9\u3001\u4f18\u52bf\u53ca\u5176\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df\u7684\u5e94\u7528\u8fdb\u884c\u6982\u8ff0\u3002<\/p>\n<h5>2. Python\u8bed\u8a00\u7684\u7279\u70b9\u4e0e\u4f18\u52bf<\/h5>\n<h6>2.1 \u7b80\u6d01\u6613\u5b66<\/h6>\n<p>Python\u7684\u8bed\u6cd5\u8bbe\u8ba1\u9075\u5faa\u201c\u6e05\u6670\u80dc\u4e8e\u590d\u6742\u201d\u7684\u539f\u5219&#xff0c;\u5176\u4ee3\u7801\u98ce\u683c\u6e05\u6670\u3001\u7b80\u6d01&#xff0c;\u6613\u4e8e\u7406\u89e3\u548c\u7f16\u5199\u3002\u8fd9\u79cd\u7279\u70b9\u4f7f\u5f97Python\u6210\u4e3a\u521d\u5b66\u8005\u5b66\u4e60\u7f16\u7a0b\u7684\u7406\u60f3\u8bed\u8a00&#xff0c;\u540c\u65f6\u4e5f\u4fbf\u4e8e\u7ef4\u62a4\u548c\u66f4\u65b0\u3002<\/p>\n<h6>2.2 \u5f3a\u5927\u7684\u5e93\u652f\u6301<\/h6>\n<p>Python\u62e5\u6709\u4e30\u5bcc\u7684\u6807\u51c6\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93&#xff0c;\u6db5\u76d6\u4e86\u7f51\u7edc\u7f16\u7a0b\u3001\u6570\u636e\u5904\u7406\u3001\u6570\u636e\u5206\u6790\u3001\u4eba\u5de5\u667a\u80fd\u7b49\u591a\u4e2a\u9886\u57df\u3002\u8fd9\u4e9b\u5e93\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177&#xff0c;\u4f7f\u5f97\u5728\u670d\u52a1\u5668\u76d1\u63a7\u7b49\u590d\u6742\u4efb\u52a1\u4e2d&#xff0c;\u5f00\u53d1\u8005\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5b8c\u6210\u5de5\u4f5c\u3002<\/p>\n<h6>2.3 \u8de8\u5e73\u53f0\u6027<\/h6>\n<p>Python\u662f\u4e00\u79cd\u8de8\u5e73\u53f0\u7684\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u53ef\u4ee5\u5728\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c&#xff0c;\u5305\u62ecWindows\u3001Linux\u3001macOS\u7b49\u3002\u8fd9\u4f7f\u5f97Python\u7f16\u5199\u7684\u670d\u52a1\u5668\u76d1\u63a7\u7cfb\u7edf\u80fd\u591f\u5728\u4e0d\u540c\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u73af\u5883\u4e2d\u90e8\u7f72\u548c\u8fd0\u884c\u3002<\/p>\n<h6>2.4 \u793e\u533a\u652f\u6301<\/h6>\n<p>Python\u62e5\u6709\u5e9e\u5927\u7684\u5f00\u53d1\u8005\u793e\u533a&#xff0c;\u793e\u533a\u6210\u5458\u6d3b\u8dc3&#xff0c;\u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u5b66\u4e60\u8d44\u6e90\u3001\u5f00\u53d1\u5de5\u5177\u548c\u89e3\u51b3\u65b9\u6848\u3002\u8fd9\u79cd\u793e\u533a\u652f\u6301\u5bf9\u4e8e\u5f00\u53d1\u8005\u89e3\u51b3\u95ee\u9898\u3001\u4ea4\u6d41\u7ecf\u9a8c\u5177\u6709\u91cd\u8981\u610f\u4e49\u3002<\/p>\n<h5>3. Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528<\/h5>\n<h6>3.1 psutil\u5e93<\/h6>\n<p>psutil&#xff08;process and system utilities&#xff09;\u662f\u4e00\u4e2a\u8de8\u5e73\u53f0\u7684\u5e93&#xff0c;\u7528\u4e8e\u83b7\u53d6\u8fdb\u7a0b\u548c\u7cfb\u7edf\u5229\u7528\u7387&#xff08;CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49&#xff09;\u4fe1\u606f\u3002\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df&#xff0c;psutil\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u63a5\u53e3&#xff0c;\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002<\/p>\n<h6>3.2 \u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/h6>\n<p>Python\u7684NumPy\u3001Pandas\u7b49\u5e93\u5728\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u65b9\u9762\u8868\u73b0\u51fa\u8272\u3002\u8fd9\u4e9b\u5e93\u53ef\u4ee5\u5e2e\u52a9\u5f00\u53d1\u8005\u5bf9\u91c7\u96c6\u5230\u7684\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u5206\u6790&#xff0c;\u4e3a\u76d1\u63a7\u7b97\u6cd5\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002<\/p>\n<h6>3.3 \u4eba\u5de5\u667a\u80fd\u4e0e\u673a\u5668\u5b66\u4e60<\/h6>\n<p>Python\u5728\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u901a\u8fc7TensorFlow\u3001PyTorch\u7b49\u5e93&#xff0c;\u5f00\u53d1\u8005\u53ef\u4ee5\u6784\u5efa\u667a\u80fd\u5316\u7684\u76d1\u63a7\u6a21\u578b&#xff0c;\u5b9e\u73b0\u5f02\u5e38\u68c0\u6d4b\u3001\u9884\u6d4b\u6027\u5206\u6790\u7b49\u529f\u80fd\u3002<\/p>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df&#xff0c;Python\u8bed\u8a00\u7684\u521b\u65b0\u6027\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u5757\u5316\u5f00\u53d1&#xff1a;Python\u7684\u6a21\u5757\u5316\u7279\u6027\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u670d\u52a1\u5668\u76d1\u63a7\u7cfb\u7edf\u7684\u5404\u4e2a\u529f\u80fd\u6a21\u5757\u8fdb\u884c\u5c01\u88c5\u548c\u590d\u7528&#xff0c;\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li>\u667a\u80fd\u5316\u76d1\u63a7&#xff1a;\u7ed3\u5408Python\u5728\u4eba\u5de5\u667a\u80fd\u548c\u673a\u5668\u5b66\u4e60\u9886\u57df\u7684\u4f18\u52bf&#xff0c;\u53ef\u4ee5\u5b9e\u73b0\u667a\u80fd\u5316\u76d1\u63a7&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u90e8\u7f72&#xff1a;Python\u7684\u8de8\u5e73\u53f0\u7279\u6027\u4f7f\u5f97\u670d\u52a1\u5668\u76d1\u63a7\u7cfb\u7edf\u80fd\u591f\u5728\u4e0d\u540c\u7684\u786c\u4ef6\u548c\u8f6f\u4ef6\u73af\u5883\u4e2d\u8fd0\u884c&#xff0c;\u5177\u6709\u66f4\u9ad8\u7684\u9002\u7528\u6027\u3002<\/li>\n<\/ul>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>Python\u4f5c\u4e3a\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u3001\u6613\u4e8e\u5b66\u4e60\u7684\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df\u5177\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u524d\u666f\u3002\u968f\u7740Python\u793e\u533a\u7684\u4e0d\u65ad\u53d1\u5c55&#xff0c;Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df\u7684\u521b\u65b0\u5e94\u7528\u5c06\u4e0d\u65ad\u6d8c\u73b0&#xff0c;\u4e3a\u670d\u52a1\u5668\u8fd0\u7ef4\u63d0\u4f9b\u66f4\u52a0\u9ad8\u6548\u3001\u667a\u80fd\u7684\u89e3\u51b3\u65b9\u6848\u3002<\/p>\n<h4>2.2.\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u57fa\u7840\u77e5\u8bc6<\/h4>\n<h5>1. \u670d\u52a1\u5668\u6027\u80fd\u6307\u6807<\/h5>\n<p>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u6838\u5fc3\u5728\u4e8e\u5bf9\u5173\u952e\u6027\u80fd\u6307\u6807&#xff08;KPIs&#xff09;\u7684\u5b9e\u65f6\u76d1\u6d4b\u548c\u5206\u6790\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u952e\u7684\u6027\u80fd\u6307\u6807&#xff1a;<\/p>\n<ul>\n<li>CPU\u4f7f\u7528\u7387&#xff1a;\u8861\u91cfCPU\u5904\u7406\u4efb\u52a1\u7684\u80fd\u529b&#xff0c;\u8fc7\u9ad8\u8868\u793aCPU\u8d44\u6e90\u7d27\u5f20\u3002<\/li>\n<li>\u5185\u5b58\u4f7f\u7528\u7387&#xff1a;\u8861\u91cf\u5185\u5b58\u8d44\u6e90\u7684\u5229\u7528\u7a0b\u5ea6&#xff0c;\u8fc7\u9ad8\u53ef\u80fd\u5bfc\u81f4\u7cfb\u7edf\u54cd\u5e94\u53d8\u6162\u3002<\/li>\n<li>\u78c1\u76d8I\/O&#xff1a;\u8861\u91cf\u78c1\u76d8\u8bfb\u5199\u64cd\u4f5c\u7684\u6548\u7387&#xff0c;\u8fc7\u9ad8\u53ef\u80fd\u5f71\u54cd\u7cfb\u7edf\u6027\u80fd\u3002<\/li>\n<li>\u7f51\u7edc\u6d41\u91cf&#xff1a;\u8861\u91cf\u7f51\u7edc\u5e26\u5bbd\u7684\u5229\u7528\u7387&#xff0c;\u8fc7\u9ad8\u53ef\u80fd\u8868\u660e\u7f51\u7edc\u62e5\u585e\u3002<\/li>\n<li>\u54cd\u5e94\u65f6\u95f4&#xff1a;\u8861\u91cf\u670d\u52a1\u5668\u5bf9\u8bf7\u6c42\u7684\u54cd\u5e94\u901f\u5ea6&#xff0c;\u662f\u8bc4\u4f30\u7528\u6237\u4f53\u9a8c\u7684\u91cd\u8981\u6307\u6807\u3002<\/li>\n<li>\u7cfb\u7edf\u8d1f\u8f7d&#xff1a;\u8861\u91cf\u7cfb\u7edf\u7684\u6574\u4f53\u7e41\u5fd9\u7a0b\u5ea6&#xff0c;\u8fc7\u9ad8\u53ef\u80fd\u8868\u793a\u7cfb\u7edf\u8d44\u6e90\u4e0d\u8db3\u3002<\/li>\n<\/ul>\n<h5>2. \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u6311\u6218<\/h5>\n<ul>\n<li>\u6570\u636e\u590d\u6742\u6027&#xff1a;\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u591a\u7ef4\u4e14\u590d\u6742&#xff0c;\u9700\u8981\u6709\u6548\u7684\u5206\u6790\u65b9\u6cd5\u3002<\/li>\n<li>\u5b9e\u65f6\u6027\u8981\u6c42&#xff1a;\u6027\u80fd\u95ee\u9898\u5f80\u5f80\u9700\u8981\u7acb\u5373\u54cd\u5e94&#xff0c;\u8981\u6c42\u76d1\u63a7\u7cfb\u7edf\u5177\u5907\u9ad8\u5b9e\u65f6\u6027\u3002<\/li>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u968f\u7740\u670d\u52a1\u5668\u6570\u91cf\u7684\u589e\u52a0&#xff0c;\u76d1\u63a7\u7cfb\u7edf\u9700\u8981\u80fd\u591f\u65e0\u7f1d\u6269\u5c55\u3002<\/li>\n<\/ul>\n<h5>3. \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u5e38\u7528\u65b9\u6cd5<\/h5>\n<ul>\n<li>\u4e3b\u52a8\u76d1\u63a7&#xff1a;\u901a\u8fc7\u53d1\u9001\u8bf7\u6c42\u5230\u670d\u52a1\u5668\u5e76\u5206\u6790\u54cd\u5e94\u6765\u76d1\u63a7\u6027\u80fd\u3002<\/li>\n<li>\u88ab\u52a8\u76d1\u63a7&#xff1a;\u901a\u8fc7\u76d1\u542c\u7f51\u7edc\u6d41\u91cf\u6216\u7cfb\u7edf\u65e5\u5fd7\u6765\u6536\u96c6\u6027\u80fd\u6570\u636e\u3002<\/li>\n<li>\u6df7\u5408\u76d1\u63a7&#xff1a;\u7ed3\u5408\u4e3b\u52a8\u548c\u88ab\u52a8\u76d1\u63a7\u65b9\u6cd5&#xff0c;\u4ee5\u83b7\u53d6\u66f4\u5168\u9762\u7684\u6027\u80fd\u89c6\u56fe\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u76d1\u63a7\u6280\u672f<\/h5>\n<ul>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u81ea\u52a8\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<li>\u9884\u6d4b\u6027\u7ef4\u62a4&#xff1a;\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\u9884\u6d4b\u6f5c\u5728\u6545\u969c&#xff0c;\u63d0\u524d\u91c7\u53d6\u9884\u9632\u63aa\u65bd\u3002<\/li>\n<li>\u5fae\u670d\u52a1\u67b6\u6784\u76d1\u63a7&#xff1a;\u9488\u5bf9\u5fae\u670d\u52a1\u67b6\u6784\u7684\u7279\u70b9&#xff0c;\u63d0\u4f9b\u66f4\u7ec6\u7c92\u5ea6\u7684\u76d1\u63a7\u548c\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>5. \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u91cd\u8981\u6027<\/h5>\n<ul>\n<li>\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387&#xff1a;\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u53ef\u4ee5\u5feb\u901f\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u7ef4\u62a4\u6548\u7387\u3002<\/li>\n<li>\u964d\u4f4e\u6545\u969c\u7387&#xff1a;\u53ca\u65f6\u53d1\u73b0\u5e76\u89e3\u51b3\u95ee\u9898&#xff0c;\u51cf\u5c11\u7cfb\u7edf\u6545\u969c\u548c\u505c\u673a\u65f6\u95f4\u3002<\/li>\n<li>\u4f18\u5316\u8d44\u6e90\u5206\u914d&#xff1a;\u5408\u7406\u5206\u914d\u8d44\u6e90&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u6574\u4f53\u6027\u80fd\u3002<\/li>\n<\/ul>\n<h5>6. \u8868\u683c&#xff1a;\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u5173\u952e\u6307\u6807\u5bf9\u6bd4<\/h5>\n<table>\n<tr>\u6307\u6807\u7c7b\u522b\u5177\u4f53\u6307\u6807\u76d1\u63a7\u76ee\u7684\u91cd\u8981\u6027<\/tr>\n<tbody>\n<tr>\n<td>CPU\u6027\u80fd<\/td>\n<td>\u4f7f\u7528\u7387\u3001\u6838\u5fc3\u6e29\u5ea6<\/td>\n<td>\u8bc4\u4f30CPU\u8d1f\u8377&#xff0c;\u9632\u6b62\u8fc7\u70ed<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u6027\u80fd<\/td>\n<td>\u4f7f\u7528\u7387\u3001\u7f13\u5b58\u547d\u4e2d\u7387<\/td>\n<td>\u8bc4\u4f30\u5185\u5b58\u6548\u7387&#xff0c;\u907f\u514d\u5185\u5b58\u6ea2\u51fa<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u78c1\u76d8\u6027\u80fd<\/td>\n<td>I\/O\u8bfb\u5199\u901f\u5ea6\u3001\u7a7a\u95f4\u4f7f\u7528\u7387<\/td>\n<td>\u8bc4\u4f30\u78c1\u76d8\u6027\u80fd\u548c\u5b58\u50a8\u7a7a\u95f4<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u7f51\u7edc\u6027\u80fd<\/td>\n<td>\u5e26\u5bbd\u5229\u7528\u7387\u3001\u5ef6\u8fdf\u3001\u4e22\u5305\u7387<\/td>\n<td>\u8bc4\u4f30\u7f51\u7edc\u8d28\u91cf\u548c\u7a33\u5b9a\u6027<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u5e94\u7528\u6027\u80fd<\/td>\n<td>\u8bf7\u6c42\u54cd\u5e94\u65f6\u95f4\u3001\u9519\u8bef\u7387<\/td>\n<td>\u8bc4\u4f30\u5e94\u7528\u670d\u52a1\u8d28\u91cf<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u6027\u80fd<\/td>\n<td>\u8d1f\u8f7d\u3001\u8d44\u6e90\u4f7f\u7528\u7387<\/td>\n<td>\u8bc4\u4f30\u7cfb\u7edf\u6574\u4f53\u5065\u5eb7\u72b6\u51b5<\/td>\n<td>\u9ad8<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<p>\u901a\u8fc7\u4e0a\u8ff0\u6307\u6807\u548c\u65b9\u6cd5\u7684\u5bf9\u6bd4&#xff0c;\u53ef\u4ee5\u66f4\u5168\u9762\u5730\u7406\u89e3\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u5404\u4e2a\u65b9\u9762&#xff0c;\u4e3a\u5b9e\u9645\u76d1\u63a7\u7cfb\u7edf\u7684\u8bbe\u8ba1\u548c\u5b9e\u65bd\u63d0\u4f9b\u53c2\u8003\u3002<\/p>\n<h4>2.3.Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>Python\u4f5c\u4e3a\u4e00\u79cd\u591a\u7528\u9014\u7684\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df\u5c55\u73b0\u51fa\u5f3a\u5927\u7684\u5e94\u7528\u6f5c\u529b\u3002\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u3001\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u751f\u6001&#xff0c;\u4f7f\u5f97Python\u6210\u4e3a\u5f00\u53d1\u9ad8\u6548\u3001\u7075\u6d3b\u7684\u670d\u52a1\u5668\u76d1\u63a7\u5de5\u5177\u7684\u7406\u60f3\u9009\u62e9\u3002\u672c\u8282\u5c06\u63a2\u8ba8Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528&#xff0c;\u5206\u6790\u5176\u4f18\u52bf\u548c\u521b\u65b0\u70b9\u3002<\/p>\n<h5>2. Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u4f18\u52bf<\/h5>\n<h6>2.1 \u7b80\u6d01\u9ad8\u6548\u7684\u4ee3\u7801<\/h6>\n<p>Python\u7684\u8bed\u6cd5\u8bbe\u8ba1\u6ce8\u91cd\u7b80\u6d01\u6027\u548c\u53ef\u8bfb\u6027&#xff0c;\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u4ee5\u66f4\u5c11\u7684\u4ee3\u7801\u5b9e\u73b0\u590d\u6742\u7684\u76d1\u63a7\u903b\u8f91\u3002\u8fd9\u79cd\u7279\u6027\u5728\u7f16\u5199\u670d\u52a1\u5668\u76d1\u63a7\u811a\u672c\u65f6\u5c24\u4e3a\u91cd\u8981&#xff0c;\u56e0\u4e3a\u5b83\u53ef\u4ee5\u51cf\u5c11\u4ee3\u7801\u91cf&#xff0c;\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<h6>2.2 \u4e30\u5bcc\u7684\u5e93\u652f\u6301<\/h6>\n<p>Python\u62e5\u6709\u5927\u91cf\u7684\u5e93&#xff0c;\u5982psutil\u3001Paramiko\u3001requests\u7b49&#xff0c;\u8fd9\u4e9b\u5e93\u63d0\u4f9b\u4e86\u8bbf\u95ee\u7cfb\u7edf\u8d44\u6e90\u3001\u6267\u884c\u8fdc\u7a0b\u547d\u4ee4\u3001\u53d1\u9001HTTP\u8bf7\u6c42\u7b49\u529f\u80fd&#xff0c;\u4e3a\u670d\u52a1\u5668\u76d1\u63a7\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u652f\u6301\u3002<\/p>\n<h6>2.3 \u6a21\u5757\u5316\u548c\u53ef\u6269\u5c55\u6027<\/h6>\n<p>Python\u7684\u6a21\u5757\u5316\u7279\u6027\u4f7f\u5f97\u76d1\u63a7\u5de5\u5177\u53ef\u4ee5\u8f7b\u677e\u5730\u6269\u5c55\u529f\u80fd&#xff0c;\u5f00\u53d1\u8005\u53ef\u4ee5\u6839\u636e\u9700\u8981\u6dfb\u52a0\u65b0\u7684\u6a21\u5757\u6216\u96c6\u6210\u7b2c\u4e09\u65b9\u670d\u52a1\u3002<\/p>\n<h6>2.4 \u793e\u533a\u652f\u6301<\/h6>\n<p>Python\u62e5\u6709\u5e9e\u5927\u7684\u5f00\u53d1\u8005\u793e\u533a&#xff0c;\u793e\u533a\u6210\u5458\u8d21\u732e\u4e86\u5927\u91cf\u7684\u6a21\u5757\u548c\u5de5\u5177&#xff0c;\u4e3a\u670d\u52a1\u5668\u76d1\u63a7\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u8d44\u6e90\u3002<\/p>\n<h5>3. Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5177\u4f53\u5e94\u7528<\/h5>\n<h6>3.1 \u6570\u636e\u91c7\u96c6<\/h6>\n<ul>\n<li>psutil\u5e93&#xff1a;\u7528\u4e8e\u83b7\u53d6\u7cfb\u7edf&#xff08;CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49&#xff09;\u548c\u8fdb\u7a0b\u4fe1\u606f&#xff0c;\u662f\u670d\u52a1\u5668\u76d1\u63a7\u6570\u636e\u91c7\u96c6\u7684\u6838\u5fc3\u5e93\u3002<\/li>\n<li>Paramiko\u5e93&#xff1a;\u7528\u4e8eSSH\u8fde\u63a5&#xff0c;\u53ef\u4ee5\u8fdc\u7a0b\u6267\u884c\u547d\u4ee4&#xff0c;\u6536\u96c6\u670d\u52a1\u5668\u72b6\u6001\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<h6>3.2 \u76d1\u63a7\u7b97\u6cd5<\/h6>\n<ul>\n<li>\u9608\u503c\u76d1\u63a7&#xff1a;\u8bbe\u7f6e\u9884\u8bbe\u7684\u9608\u503c&#xff0c;\u5f53\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<\/ul>\n<h6>3.3 \u7528\u6237\u754c\u9762<\/h6>\n<ul>\n<li>Tkinter\u5e93&#xff1a;\u7528\u4e8e\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762&#xff08;GUI&#xff09;&#xff0c;\u63d0\u4f9b\u76f4\u89c2\u7684\u76d1\u63a7\u6570\u636e\u5c55\u793a\u3002<\/li>\n<li>Flask\u6216Django\u6846\u67b6&#xff1a;\u7528\u4e8e\u6784\u5efaWeb\u754c\u9762&#xff0c;\u5b9e\u73b0\u8fdc\u7a0b\u76d1\u63a7\u548c\u6570\u636e\u53ef\u89c6\u5316\u3002<\/li>\n<\/ul>\n<h6>3.4 \u65e5\u5fd7\u8bb0\u5f55<\/h6>\n<ul>\n<li>logging\u5e93&#xff1a;\u7528\u4e8e\u8bb0\u5f55\u76d1\u63a7\u8fc7\u7a0b\u4e2d\u7684\u65e5\u5fd7\u4fe1\u606f&#xff0c;\u4fbf\u4e8e\u95ee\u9898\u8ffd\u8e2a\u548c\u7cfb\u7edf\u7ef4\u62a4\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<h6>4.1 \u667a\u80fd\u5316\u76d1\u63a7<\/h6>\n<p>\u7ed3\u5408Python\u7684\u6570\u636e\u5206\u6790\u548c\u673a\u5668\u5b66\u4e60\u5e93&#xff08;\u5982scikit-learn\u3001TensorFlow&#xff09;&#xff0c;\u53ef\u4ee5\u5b9e\u73b0\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u667a\u80fd\u76d1\u63a7&#xff0c;\u9884\u6d4b\u7cfb\u7edf\u6027\u80fd\u8d8b\u52bf&#xff0c;\u63d0\u524d\u9884\u8b66\u6f5c\u5728\u95ee\u9898\u3002<\/p>\n<h6>4.2 \u8de8\u5e73\u53f0\u76d1\u63a7<\/h6>\n<p>Python\u7684\u8de8\u5e73\u53f0\u7279\u6027\u4f7f\u5f97\u76d1\u63a7\u5de5\u5177\u53ef\u4ee5\u5728\u4e0d\u540c\u7684\u64cd\u4f5c\u7cfb\u7edf\u4e0a\u8fd0\u884c&#xff0c;\u5b9e\u73b0\u8de8\u5e73\u53f0\u7684\u670d\u52a1\u5668\u76d1\u63a7\u3002<\/p>\n<h6>4.3 \u5206\u5e03\u5f0f\u76d1\u63a7<\/h6>\n<p>\u5229\u7528Python\u7684\u5206\u5e03\u5f0f\u8ba1\u7b97\u5e93&#xff08;\u5982Dask\u3001Ray&#xff09;&#xff0c;\u53ef\u4ee5\u6784\u5efa\u5206\u5e03\u5f0f\u76d1\u63a7\u7cfb\u7edf&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u6548\u7387\u548c\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u4e2d\u7684\u5e94\u7528\u5177\u6709\u663e\u8457\u7684\u4f18\u52bf&#xff0c;\u5176\u7b80\u6d01\u7684\u8bed\u6cd5\u3001\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u751f\u6001&#xff0c;\u4e3a\u5f00\u53d1\u8005\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u5de5\u5177\u548c\u8d44\u6e90\u3002\u901a\u8fc7Python&#xff0c;\u53ef\u4ee5\u6784\u5efa\u9ad8\u6548\u3001\u667a\u80fd\u3001\u53ef\u6269\u5c55\u7684\u670d\u52a1\u5668\u76d1\u63a7\u89e3\u51b3\u65b9\u6848&#xff0c;\u6ee1\u8db3\u73b0\u4ee3\u6570\u636e\u4e2d\u5fc3\u5bf9\u6027\u80fd\u76d1\u63a7\u7684\u9700\u6c42\u3002\u968f\u7740Python\u751f\u6001\u7684\u4e0d\u65ad\u53d1\u5c55&#xff0c;Python\u5728\u670d\u52a1\u5668\u76d1\u63a7\u9886\u57df\u7684\u5e94\u7528\u5c06\u66f4\u52a0\u5e7f\u6cdb\u548c\u6df1\u5165\u3002<\/p>\n<h4>2.4.\u9608\u503c\u544a\u8b66\u673a\u5236\u539f\u7406<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u9608\u503c\u544a\u8b66\u673a\u5236\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7cfb\u7edf\u4e2d\u7684\u4e00\u79cd\u5e38\u89c1\u544a\u8b66\u65b9\u5f0f&#xff0c;\u5b83\u901a\u8fc7\u8bbe\u5b9a\u9884\u8bbe\u7684\u9608\u503c\u6765\u76d1\u6d4b\u5173\u952e\u6027\u80fd\u6307\u6807&#xff0c;\u5f53\u6307\u6807\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u544a\u8b66&#xff0c;\u4ece\u800c\u53ca\u65f6\u901a\u77e5\u7ba1\u7406\u5458\u91c7\u53d6\u76f8\u5e94\u63aa\u65bd\u3002\u672c\u8282\u5c06\u6df1\u5165\u63a2\u8ba8\u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u539f\u7406&#xff0c;\u5e76\u5206\u6790\u5176\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u521b\u65b0\u70b9\u3002<\/p>\n<h5>2. \u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u57fa\u672c\u539f\u7406<\/h5>\n<p>\u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u6838\u5fc3\u5728\u4e8e\u5b9a\u4e49\u4e00\u7ec4\u9608\u503c&#xff0c;\u8fd9\u4e9b\u9608\u503c\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u3001\u4e1a\u52a1\u9700\u6c42\u6216\u7cfb\u7edf\u6027\u80fd\u6807\u51c6\u3002\u5f53\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u8fd9\u4e9b\u9608\u503c\u65f6&#xff0c;\u7cfb\u7edf\u4f1a\u81ea\u52a8\u89e6\u53d1\u544a\u8b66\u3002<\/p>\n<h6>2.1 \u9608\u503c\u7c7b\u578b<\/h6>\n<ul>\n<li>\u9759\u6001\u9608\u503c&#xff1a;\u56fa\u5b9a\u4e0d\u53d8\u7684\u9608\u503c&#xff0c;\u9002\u7528\u4e8e\u6027\u80fd\u6307\u6807\u53d8\u5316\u4e0d\u5927\u7684\u573a\u666f\u3002<\/li>\n<li>\u52a8\u6001\u9608\u503c&#xff1a;\u6839\u636e\u5b9e\u65f6\u6570\u636e\u52a8\u6001\u8c03\u6574\u7684\u9608\u503c&#xff0c;\u66f4\u9002\u5e94\u6027\u80fd\u6307\u6807\u7684\u53d8\u5316\u3002<\/li>\n<\/ul>\n<h6>2.2 \u544a\u8b66\u89e6\u53d1\u6761\u4ef6<\/h6>\n<ul>\n<li>\u5355\u4e00\u6307\u6807\u544a\u8b66&#xff1a;\u4ec5\u5f53\u5355\u4e2a\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u590d\u5408\u6307\u6807\u544a\u8b66&#xff1a;\u5f53\u591a\u4e2a\u76d1\u63a7\u6307\u6807\u540c\u65f6\u8d85\u8fc7\u9608\u503c\u65f6\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>3. \u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u8bbe\u8ba1<\/h5>\n<p>\u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u8bbe\u8ba1\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20&#xff1a;<\/p>\n<ul>\n<li>\u9608\u503c\u8bbe\u5b9a&#xff1a;\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u548c\u4e1a\u52a1\u9700\u6c42\u8bbe\u5b9a\u5408\u7406\u7684\u9608\u503c\u3002<\/li>\n<li>\u544a\u8b66\u7ea7\u522b&#xff1a;\u5b9a\u4e49\u4e0d\u540c\u7ea7\u522b\u7684\u544a\u8b66&#xff0c;\u5982\u666e\u901a\u544a\u8b66\u3001\u4e25\u91cd\u544a\u8b66\u7b49\u3002<\/li>\n<li>\u544a\u8b66\u901a\u77e5&#xff1a;\u901a\u8fc7\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001\u7cfb\u7edf\u6d88\u606f\u7b49\u65b9\u5f0f\u901a\u77e5\u7ba1\u7406\u5458\u3002<\/li>\n<\/ul>\n<h5>4. \u9608\u503c\u544a\u8b66\u673a\u5236\u7684\u5b9e\u73b0<\/h5>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684Python\u4ee3\u7801\u793a\u4f8b&#xff0c;\u7528\u4e8e\u5b9e\u73b0\u57fa\u4e8eCPU\u4f7f\u7528\u7387\u7684\u9608\u503c\u544a\u8b66\u673a\u5236&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> psutil<br \/>\n<span class=\"token keyword\">import<\/span> time<\/p>\n<p><span class=\"token comment\"># \u8bbe\u7f6eCPU\u4f7f\u7528\u7387\u9608\u503c<\/span><br \/>\nCPU_THRESHOLD <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">80.0<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_alert_thresholds<\/span><span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> cpu_usage <span class=\"token operator\">&gt;<\/span> CPU_THRESHOLD<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>cpu_usage<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        cpu_usage <span class=\"token operator\">&#061;<\/span> get_cpu_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        check_alert_thresholds<span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">)<\/span><br \/>\n        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6bcf5\u79d2\u68c0\u67e5\u4e00\u6b21<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>5. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<h6>5.1 \u667a\u80fd\u5316\u9608\u503c\u8c03\u6574<\/h6>\n<p>\u901a\u8fc7\u5206\u6790\u5386\u53f2\u6570\u636e\u548c\u5b9e\u65f6\u6570\u636e&#xff0c;\u53ef\u4ee5\u4f7f\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u52a8\u6001\u8c03\u6574\u9608\u503c&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u9002\u5e94\u6027\u3002<\/p>\n<h6>5.2 \u591a\u7ef4\u5ea6\u544a\u8b66<\/h6>\n<p>\u7ed3\u5408\u591a\u4e2a\u76d1\u63a7\u6307\u6807&#xff0c;\u5b9e\u73b0\u591a\u7ef4\u5ea6\u544a\u8b66&#xff0c;\u63d0\u4f9b\u66f4\u5168\u9762\u7684\u7cfb\u7edf\u72b6\u6001\u4fe1\u606f\u3002<\/p>\n<h6>5.3 \u544a\u8b66\u4f18\u5316<\/h6>\n<p>\u901a\u8fc7\u5206\u6790\u544a\u8b66\u6570\u636e&#xff0c;\u4f18\u5316\u544a\u8b66\u7b56\u7565&#xff0c;\u51cf\u5c11\u8bef\u62a5\u548c\u6f0f\u62a5&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u6548\u7387\u3002<\/p>\n<h5>6. \u7ed3\u8bba<\/h5>\n<p>\u9608\u503c\u544a\u8b66\u673a\u5236\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7cfb\u7edf\u4e2d\u4e0d\u53ef\u6216\u7f3a\u7684\u4e00\u90e8\u5206&#xff0c;\u5176\u539f\u7406\u7b80\u5355\u4f46\u8bbe\u8ba1\u590d\u6742\u3002\u901a\u8fc7\u5408\u7406\u7684\u8bbe\u8ba1\u548c\u5b9e\u73b0&#xff0c;\u9608\u503c\u544a\u8b66\u673a\u5236\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u7cfb\u7edf\u8fd0\u7ef4\u7684\u6548\u7387\u548c\u54cd\u5e94\u901f\u5ea6\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55&#xff0c;\u9608\u503c\u544a\u8b66\u673a\u5236\u5c06\u66f4\u52a0\u667a\u80fd\u5316\u548c\u81ea\u52a8\u5316&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u66f4\u53ef\u9760\u7684\u76d1\u63a7\u670d\u52a1\u3002<\/p>\n<h4>2.5.\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u56fe\u5f62\u5316\u7528\u6237\u754c\u9762&#xff08;GUI&#xff09;\u662f\u73b0\u4ee3\u64cd\u4f5c\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206&#xff0c;\u5b83\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\u548c\u64cd\u4f5c\u6548\u7387\u3002\u5728\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7cfb\u7edf\u4e2d&#xff0c;\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u5c24\u4e3a\u5173\u952e&#xff0c;\u56e0\u4e3a\u5b83\u9700\u8981\u4ee5\u76f4\u89c2\u3001\u9ad8\u6548\u7684\u65b9\u5f0f\u5c55\u793a\u5927\u91cf\u590d\u6742\u7684\u6570\u636e\u3002\u672c\u8282\u5c06\u63a2\u8ba8\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u7684\u539f\u5219&#xff0c;\u5e76\u7ed3\u5408\u521b\u65b0\u6027\u89c2\u70b9\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<h5>2. \u8bbe\u8ba1\u539f\u5219\u6982\u8ff0<\/h5>\n<h6>2.1 \u7528\u6237\u4e2d\u5fc3\u8bbe\u8ba1<\/h6>\n<ul>\n<li>\u6613\u7528\u6027&#xff1a;\u754c\u9762\u8bbe\u8ba1\u5e94\u4ee5\u7528\u6237\u4e3a\u4e2d\u5fc3&#xff0c;\u786e\u4fdd\u7528\u6237\u80fd\u591f\u8f7b\u677e\u4e0a\u624b\u3002<\/li>\n<li>\u9002\u5e94\u6027&#xff1a;\u754c\u9762\u5e94\u9002\u5e94\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\u7684\u9700\u6c42&#xff0c;\u5305\u62ec\u65b0\u624b\u548c\u4e13\u4e1a\u7528\u6237\u3002<\/li>\n<\/ul>\n<h6>2.2 \u4fe1\u606f\u7684\u6e05\u6670\u8868\u8fbe<\/h6>\n<ul>\n<li>\u76f4\u89c2\u6027&#xff1a;\u4f7f\u7528\u56fe\u6807\u3001\u989c\u8272\u548c\u5e03\u5c40\u6765\u76f4\u89c2\u5730\u4f20\u8fbe\u4fe1\u606f\u3002<\/li>\n<li>\u4e00\u81f4\u6027&#xff1a;\u4fdd\u6301\u754c\u9762\u5143\u7d20\u7684\u4e00\u81f4\u6027&#xff0c;\u4f7f\u7528\u6237\u80fd\u591f\u5feb\u901f\u5b66\u4e60\u548c\u8bb0\u5fc6\u3002<\/li>\n<\/ul>\n<h6>2.3 \u4ea4\u4e92\u8bbe\u8ba1\u7684\u6709\u6548\u6027<\/h6>\n<ul>\n<li>\u54cd\u5e94\u6027&#xff1a;\u754c\u9762\u5e94\u5feb\u901f\u54cd\u5e94\u7528\u6237\u64cd\u4f5c&#xff0c;\u63d0\u4f9b\u5373\u65f6\u53cd\u9988\u3002<\/li>\n<li>\u5bb9\u9519\u6027&#xff1a;\u8bbe\u8ba1\u5e94\u5141\u8bb8\u7528\u6237\u5728\u64cd\u4f5c\u5931\u8bef\u65f6\u80fd\u591f\u8f7b\u677e\u6062\u590d\u3002<\/li>\n<\/ul>\n<h5>3. \u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u7684\u5173\u952e\u8981\u7d20<\/h5>\n<h6>3.1 \u754c\u9762\u5e03\u5c40<\/h6>\n<ul>\n<li>\u5c42\u6b21\u7ed3\u6784&#xff1a;\u5408\u7406\u7ec4\u7ec7\u754c\u9762\u5143\u7d20&#xff0c;\u5f62\u6210\u6e05\u6670\u7684\u5c42\u6b21\u7ed3\u6784\u3002<\/li>\n<li>\u7a7a\u95f4\u5229\u7528&#xff1a;\u4f18\u5316\u7a7a\u95f4\u5e03\u5c40&#xff0c;\u786e\u4fdd\u754c\u9762\u65e2\u7f8e\u89c2\u53c8\u5b9e\u7528\u3002<\/li>\n<\/ul>\n<h6>3.2 \u5143\u7d20\u8bbe\u8ba1<\/h6>\n<ul>\n<li>\u56fe\u6807\u4e0e\u989c\u8272&#xff1a;\u4f7f\u7528\u6613\u4e8e\u8bc6\u522b\u7684\u56fe\u6807\u548c\u989c\u8272\u65b9\u6848&#xff0c;\u589e\u5f3a\u89c6\u89c9\u6548\u679c\u3002<\/li>\n<li>\u5b57\u4f53\u4e0e\u5b57\u53f7&#xff1a;\u9009\u62e9\u6613\u4e8e\u9605\u8bfb\u7684\u5b57\u4f53\u548c\u5408\u9002\u7684\u5b57\u53f7\u3002<\/li>\n<\/ul>\n<h6>3.3 \u6570\u636e\u53ef\u89c6\u5316<\/h6>\n<ul>\n<li>\u56fe\u8868\u7c7b\u578b&#xff1a;\u6839\u636e\u6570\u636e\u7c7b\u578b\u9009\u62e9\u5408\u9002\u7684\u56fe\u8868\u7c7b\u578b&#xff0c;\u5982\u6298\u7ebf\u56fe\u3001\u997c\u56fe\u3001\u67f1\u72b6\u56fe\u7b49\u3002<\/li>\n<li>\u4ea4\u4e92\u6027&#xff1a;\u5141\u8bb8\u7528\u6237\u901a\u8fc7\u4ea4\u4e92\u64cd\u4f5c\u56fe\u8868&#xff0c;\u5982\u7f29\u653e\u3001\u7b5b\u9009\u7b49\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u8bbe\u8ba1\u89c2\u70b9<\/h5>\n<h6>4.1 \u52a8\u6001\u754c\u9762\u8c03\u6574<\/h6>\n<ul>\n<li>\u81ea\u9002\u5e94\u5e03\u5c40&#xff1a;\u6839\u636e\u4e0d\u540c\u5c4f\u5e55\u5c3a\u5bf8\u548c\u5206\u8fa8\u7387\u81ea\u52a8\u8c03\u6574\u754c\u9762\u5e03\u5c40\u3002<\/li>\n<li>\u5b9e\u65f6\u66f4\u65b0&#xff1a;\u52a8\u6001\u66f4\u65b0\u56fe\u8868\u548c\u6307\u6807&#xff0c;\u63d0\u4f9b\u5b9e\u65f6\u76d1\u63a7\u6570\u636e\u3002<\/li>\n<\/ul>\n<h6>4.2 \u4e2a\u6027\u5316\u5b9a\u5236<\/h6>\n<ul>\n<li>\u7528\u6237\u81ea\u5b9a\u4e49\u89c6\u56fe&#xff1a;\u5141\u8bb8\u7528\u6237\u6839\u636e\u4e2a\u4eba\u504f\u597d\u5b9a\u5236\u754c\u9762\u5e03\u5c40\u548c\u5143\u7d20\u3002<\/li>\n<li>\u4e3b\u9898\u5207\u6362&#xff1a;\u63d0\u4f9b\u591a\u79cd\u4e3b\u9898\u98ce\u683c&#xff0c;\u6ee1\u8db3\u4e0d\u540c\u7528\u6237\u7684\u5ba1\u7f8e\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h6>4.3 \u865a\u62df\u73b0\u5b9e&#xff08;VR&#xff09;\u96c6\u6210<\/h6>\n<ul>\n<li>\u6c89\u6d78\u5f0f\u4f53\u9a8c&#xff1a;\u5229\u7528VR\u6280\u672f\u63d0\u4f9b\u6c89\u6d78\u5f0f\u7684\u76d1\u63a7\u4f53\u9a8c&#xff0c;\u5c24\u5176\u662f\u5728\u5904\u7406\u590d\u6742\u7cfb\u7edf\u65f6\u3002<\/li>\n<\/ul>\n<h5>5. \u8868\u683c&#xff1a;\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u8981\u7d20\u5bf9\u6bd4<\/h5>\n<table>\n<tr>\u8bbe\u8ba1\u8981\u7d20\u4f20\u7edf\u8bbe\u8ba1\u521b\u65b0\u8bbe\u8ba1<\/tr>\n<tbody>\n<tr>\n<td>\u754c\u9762\u5e03\u5c40<\/td>\n<td>\u56fa\u5b9a\u5e03\u5c40&#xff0c;\u7f3a\u4e4f\u7075\u6d3b\u6027<\/td>\n<td>\u81ea\u9002\u5e94\u5e03\u5c40&#xff0c;\u6839\u636e\u7528\u6237\u9700\u6c42\u52a8\u6001\u8c03\u6574<\/td>\n<\/tr>\n<tr>\n<td>\u5143\u7d20\u8bbe\u8ba1<\/td>\n<td>\u7b80\u5355\u56fe\u6807\u548c\u989c\u8272&#xff0c;\u7f3a\u4e4f\u89c6\u89c9\u51b2\u51fb<\/td>\n<td>\u590d\u6742\u56fe\u6807\u548c\u989c\u8272&#xff0c;\u589e\u5f3a\u89c6\u89c9\u6548\u679c<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u53ef\u89c6\u5316<\/td>\n<td>\u9759\u6001\u56fe\u8868&#xff0c;\u4ea4\u4e92\u6027\u6709\u9650<\/td>\n<td>\u52a8\u6001\u56fe\u8868&#xff0c;\u63d0\u4f9b\u4ea4\u4e92\u5f0f\u4f53\u9a8c<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u4f53\u9a8c<\/td>\n<td>\u5173\u6ce8\u57fa\u672c\u529f\u80fd&#xff0c;\u8f83\u5c11\u5173\u6ce8\u4e2a\u6027\u5316<\/td>\n<td>\u5173\u6ce8\u4e2a\u6027\u5316\u4f53\u9a8c&#xff0c;\u63d0\u4f9b\u5b9a\u5236\u5316\u670d\u52a1<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u7ed3\u8bba<\/h5>\n<p>\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u5728\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7cfb\u7edf\u4e2d\u626e\u6f14\u7740\u5173\u952e\u89d2\u8272\u3002\u9075\u5faa\u4e0a\u8ff0\u8bbe\u8ba1\u539f\u5219\u548c\u521b\u65b0\u89c2\u70b9&#xff0c;\u53ef\u4ee5\u6253\u9020\u51fa\u65e2\u7f8e\u89c2\u53c8\u5b9e\u7528\u7684\u76d1\u63a7\u754c\u9762&#xff0c;\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u548c\u7cfb\u7edf\u6548\u7387\u3002\u968f\u7740\u6280\u672f\u7684\u53d1\u5c55&#xff0c;\u56fe\u5f62\u5316\u754c\u9762\u8bbe\u8ba1\u5c06\u7ee7\u7eed\u671d\u7740\u66f4\u52a0\u667a\u80fd\u5316\u3001\u4e2a\u6027\u5316\u7684\u65b9\u5411\u53d1\u5c55\u3002<\/p>\n<h3>\u7b2c3\u7ae0 \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u8bbe\u8ba1<\/h3>\n<h4>3.1.\u7cfb\u7edf\u67b6\u6784\u8bbe\u8ba1<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u67b6\u6784\u8bbe\u8ba1\u662f\u786e\u4fdd\u7cfb\u7edf\u9ad8\u6548\u3001\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u67b6\u6784\u8bbe\u8ba1&#xff0c;\u5305\u62ec\u7cfb\u7edf\u6574\u4f53\u67b6\u6784\u3001\u6a21\u5757\u5212\u5206\u53ca\u5176\u76f8\u4e92\u5173\u7cfb&#xff0c;\u65e8\u5728\u6784\u5efa\u4e00\u4e2a\u53ef\u6269\u5c55\u3001\u6613\u7ef4\u62a4\u3001\u529f\u80fd\u5f3a\u5927\u7684\u76d1\u63a7\u5e73\u53f0\u3002<\/p>\n<h5>2. \u7cfb\u7edf\u6574\u4f53\u67b6\u6784<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u5206\u5c42\u67b6\u6784&#xff0c;\u5206\u4e3a\u4ee5\u4e0b\u51e0\u4e2a\u5c42\u6b21&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u91c7\u96c6\u5c42&#xff1a;\u8d1f\u8d23\u6536\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u5305\u62ecCPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u5173\u952e\u6307\u6807\u3002<\/li>\n<li>\u6570\u636e\u5904\u7406\u5c42&#xff1a;\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u5206\u6790&#xff0c;\u4e3a\u76d1\u63a7\u7b97\u6cd5\u63d0\u4f9b\u652f\u6301\u3002<\/li>\n<li>\u76d1\u63a7\u7b97\u6cd5\u5c42&#xff1a;\u6839\u636e\u9884\u8bbe\u7684\u89c4\u5219\u548c\u7b97\u6cd5\u5bf9\u6570\u636e\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u53d1\u73b0\u5f02\u5e38\u60c5\u51b5\u5e76\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u544a\u8b66\u901a\u77e5\u5c42&#xff1a;\u5c06\u544a\u8b66\u4fe1\u606f\u901a\u8fc7\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001\u7cfb\u7edf\u6d88\u606f\u7b49\u65b9\u5f0f\u901a\u77e5\u7ba1\u7406\u5458\u3002<\/li>\n<li>\u7528\u6237\u754c\u9762\u5c42&#xff1a;\u63d0\u4f9b\u56fe\u5f62\u5316\u754c\u9762&#xff0c;\u5c55\u793a\u76d1\u63a7\u6570\u636e\u3001\u544a\u8b66\u4fe1\u606f\u548c\u7cfb\u7edf\u914d\u7f6e\u3002<\/li>\n<\/ul>\n<h5>3. \u6a21\u5757\u5212\u5206\u4e0e\u529f\u80fd\u63cf\u8ff0<\/h5>\n<h6>3.1 \u6570\u636e\u91c7\u96c6\u6a21\u5757<\/h6>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8d1f\u8d23\u4ece\u670d\u52a1\u5668\u4e0a\u83b7\u53d6\u6027\u80fd\u6570\u636e\u3002\u672c\u6a21\u5757\u91c7\u7528Python\u7684psutil\u5e93\u8fdb\u884c\u6570\u636e\u91c7\u96c6&#xff0c;\u5177\u6709\u4ee5\u4e0b\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u65f6\u91c7\u96c6&#xff1a;\u5b9a\u65f6\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8\u4f7f\u7528\u7387\u3001\u7f51\u7edc\u6d41\u91cf\u7b49\u3002<\/li>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u8bc6\u522b\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u503c&#xff0c;\u4e3a\u540e\u7eed\u5904\u7406\u63d0\u4f9b\u4f9d\u636e\u3002<\/li>\n<\/ul>\n<p><span class=\"token keyword\">import<\/span> psutil<br \/>\n<span class=\"token keyword\">import<\/span> time<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">collect_system_metrics<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    cpu_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    memory_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>virtual_memory<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    disk_usage <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<br \/>\n    network_io <span class=\"token operator\">&#061;<\/span> psutil<span class=\"token punctuation\">.<\/span>net_io_counters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> <span class=\"token punctuation\">{<\/span><br \/>\n        <span class=\"token string\">&#039;cpu_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> cpu_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;memory_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> memory_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;disk_usage&#039;<\/span><span class=\"token punctuation\">:<\/span> disk_usage<span class=\"token punctuation\">,<\/span><br \/>\n        <span class=\"token string\">&#039;network_io&#039;<\/span><span class=\"token punctuation\">:<\/span> network_io<br \/>\n    <span class=\"token punctuation\">}<\/span><\/p>\n<p><span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    metrics <span class=\"token operator\">&#061;<\/span> collect_system_metrics<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span>metrics<span class=\"token punctuation\">)<\/span><br \/>\n    time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h6>3.2 \u76d1\u63a7\u7b97\u6cd5\u6a21\u5757<\/h6>\n<p>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757\u8d1f\u8d23\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u5305\u62ec\u4ee5\u4e0b\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u9608\u503c\u76d1\u63a7&#xff1a;\u6839\u636e\u9884\u8bbe\u7684\u9608\u503c&#xff0c;\u5224\u65ad\u76d1\u63a7\u6307\u6807\u662f\u5426\u8d85\u8fc7\u9608\u503c&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<\/ul>\n<h6>3.3 \u544a\u8b66\u901a\u77e5\u6a21\u5757<\/h6>\n<p>\u544a\u8b66\u901a\u77e5\u6a21\u5757\u8d1f\u8d23\u5c06\u544a\u8b66\u4fe1\u606f\u901a\u77e5\u7ed9\u7ba1\u7406\u5458\u3002\u672c\u6a21\u5757\u652f\u6301\u591a\u79cd\u901a\u77e5\u65b9\u5f0f&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u90ae\u4ef6\u901a\u77e5&#xff1a;\u53d1\u9001\u90ae\u4ef6\u81f3\u7ba1\u7406\u5458\u90ae\u7bb1&#xff0c;\u5305\u542b\u544a\u8b66\u4fe1\u606f\u548c\u76f8\u5173\u6570\u636e\u3002<\/li>\n<li>\u77ed\u4fe1\u901a\u77e5&#xff1a;\u901a\u8fc7\u77ed\u4fe1\u5e73\u53f0\u53d1\u9001\u77ed\u4fe1\u81f3\u7ba1\u7406\u5458\u624b\u673a\u3002<\/li>\n<li>\u7cfb\u7edf\u6d88\u606f&#xff1a;\u5728\u76d1\u63a7\u7cfb\u7edf\u7684\u7528\u6237\u754c\u9762\u4e2d\u663e\u793a\u544a\u8b66\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<h6>3.4 \u7528\u6237\u754c\u9762\u6a21\u5757<\/h6>\n<p>\u7528\u6237\u754c\u9762\u6a21\u5757\u63d0\u4f9b\u56fe\u5f62\u5316\u754c\u9762&#xff0c;\u5c55\u793a\u76d1\u63a7\u6570\u636e\u3001\u544a\u8b66\u4fe1\u606f\u548c\u7cfb\u7edf\u914d\u7f6e\u3002\u672c\u6a21\u5757\u91c7\u7528Tkinter\u5e93\u5b9e\u73b0&#xff0c;\u5177\u6709\u4ee5\u4e0b\u529f\u80fd&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u53ef\u89c6\u5316&#xff1a;\u4f7f\u7528\u56fe\u8868\u5c55\u793a\u76d1\u63a7\u6570\u636e&#xff0c;\u5982\u6298\u7ebf\u56fe\u3001\u997c\u56fe\u7b49\u3002<\/li>\n<li>\u544a\u8b66\u4fe1\u606f\u5c55\u793a&#xff1a;\u5b9e\u65f6\u663e\u793a\u544a\u8b66\u4fe1\u606f&#xff0c;\u4fbf\u4e8e\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898\u3002<\/li>\n<li>\u7cfb\u7edf\u914d\u7f6e&#xff1a;\u5141\u8bb8\u7ba1\u7406\u5458\u914d\u7f6e\u7cfb\u7edf\u53c2\u6570&#xff0c;\u5982\u9608\u503c\u3001\u544a\u8b66\u65b9\u5f0f\u7b49\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u67b6\u6784\u8bbe\u8ba1\u4e0a\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u5757\u5316\u8bbe\u8ba1&#xff1a;\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1&#xff0c;\u65b9\u4fbf\u7cfb\u7edf\u6269\u5c55\u548c\u7ef4\u62a4\u3002<\/li>\n<li>\u667a\u80fd\u5316\u76d1\u63a7&#xff1a;\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u90e8\u7f72&#xff1a;\u652f\u6301\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf&#xff0c;\u5177\u6709\u66f4\u9ad8\u7684\u9002\u7528\u6027\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u67b6\u6784\u8bbe\u8ba1&#xff0c;\u672c\u7cfb\u7edf\u80fd\u591f\u5b9e\u73b0\u5bf9\u670d\u52a1\u5668\u6027\u80fd\u7684\u5b9e\u65f6\u76d1\u63a7\u548c\u9ad8\u6548\u7ba1\u7406&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u53ef\u9760\u7684\u76d1\u63a7\u670d\u52a1\u3002<\/p>\n<h4>3.2.\u786c\u4ef6\u5e73\u53f0\u9009\u62e9<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u786c\u4ef6\u5e73\u53f0\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u7684\u57fa\u7840\u3002\u5408\u7406\u9009\u62e9\u786c\u4ef6\u5e73\u53f0\u5bf9\u4e8e\u786e\u4fdd\u7cfb\u7edf\u6027\u80fd\u3001\u964d\u4f4e\u7ef4\u62a4\u6210\u672c\u548c\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u81f3\u5173\u91cd\u8981\u3002\u672c\u8282\u5c06\u5206\u6790\u786c\u4ef6\u5e73\u53f0\u9009\u62e9\u7684\u539f\u5219&#xff0c;\u5e76\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u786c\u4ef6\u5e73\u53f0\u9009\u578b\u3002<\/p>\n<h5>2. \u786c\u4ef6\u5e73\u53f0\u9009\u62e9\u539f\u5219<\/h5>\n<p>\u5728\u9009\u62e9\u786c\u4ef6\u5e73\u53f0\u65f6&#xff0c;\u5e94\u9075\u5faa\u4ee5\u4e0b\u539f\u5219&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u9760\u6027&#xff1a;\u9009\u62e9\u5177\u6709\u9ad8\u53ef\u9760\u6027\u7684\u786c\u4ef6\u8bbe\u5907&#xff0c;\u964d\u4f4e\u7cfb\u7edf\u6545\u969c\u7387\u3002<\/li>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u8003\u8651\u672a\u6765\u7cfb\u7edf\u6269\u5c55\u7684\u9700\u6c42&#xff0c;\u9009\u62e9\u53ef\u5347\u7ea7\u7684\u786c\u4ef6\u5e73\u53f0\u3002<\/li>\n<li>\u6027\u80fd&#xff1a;\u6839\u636e\u7cfb\u7edf\u8d1f\u8f7d\u548c\u6027\u80fd\u9700\u6c42&#xff0c;\u9009\u62e9\u6027\u80fd\u5408\u9002\u7684\u786c\u4ef6\u8bbe\u5907\u3002<\/li>\n<li>\u6210\u672c\u6548\u76ca&#xff1a;\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u524d\u63d0\u4e0b&#xff0c;\u8003\u8651\u6210\u672c\u6548\u76ca&#xff0c;\u5408\u7406\u914d\u7f6e\u786c\u4ef6\u8d44\u6e90\u3002<\/li>\n<\/ul>\n<h5>3. \u786c\u4ef6\u5e73\u53f0\u9009\u578b<\/h5>\n<h6>3.1 \u670d\u52a1\u5668<\/h6>\n<p>\u670d\u52a1\u5668\u4f5c\u4e3a\u7cfb\u7edf\u7684\u6838\u5fc3\u8bbe\u5907&#xff0c;\u5e94\u6ee1\u8db3\u4ee5\u4e0b\u8981\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u5904\u7406\u5668&#xff1a;\u9009\u62e9\u9ad8\u6027\u80fd\u7684CPU&#xff0c;\u5982Intel Xeon\u6216AMD EPYC\u7cfb\u5217&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5904\u7406\u80fd\u529b\u3002<\/li>\n<li>\u5185\u5b58&#xff1a;\u6839\u636e\u7cfb\u7edf\u9700\u6c42&#xff0c;\u914d\u7f6e\u8db3\u591f\u7684\u5185\u5b58&#xff0c;\u5efa\u8bae\u81f3\u5c1116GB\u4ee5\u4e0a&#xff0c;\u4ee5\u652f\u6301\u5927\u91cf\u6570\u636e\u5b58\u50a8\u548c\u5904\u7406\u3002<\/li>\n<li>\u5b58\u50a8&#xff1a;\u91c7\u7528\u9ad8\u901fSSD\u5b58\u50a8&#xff0c;\u63d0\u9ad8\u6570\u636e\u8bfb\u5199\u901f\u5ea6&#xff0c;\u51cf\u5c11\u7cfb\u7edf\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n<li>\u7f51\u7edc&#xff1a;\u914d\u7f6e\u9ad8\u901f\u7f51\u7edc\u63a5\u53e3&#xff0c;\u598210Gbps\u4ee5\u592a\u7f51&#xff0c;\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u6548\u7387\u3002<\/li>\n<\/ul>\n<h6>3.2 \u76d1\u63a7\u4e3b\u673a<\/h6>\n<p>\u76d1\u63a7\u4e3b\u673a\u8d1f\u8d23\u6536\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u5e94\u5177\u5907\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u4f4e\u529f\u8017&#xff1a;\u9009\u62e9\u4f4e\u529f\u8017\u7684\u786c\u4ef6\u914d\u7f6e&#xff0c;\u964d\u4f4e\u7cfb\u7edf\u80fd\u8017\u3002<\/li>\n<li>\u7a33\u5b9a\u6027&#xff1a;\u9009\u62e9\u7a33\u5b9a\u6027\u9ad8\u7684\u786c\u4ef6\u8bbe\u5907&#xff0c;\u786e\u4fdd\u6570\u636e\u91c7\u96c6\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li>\u6269\u5c55\u6027&#xff1a;\u5177\u5907\u4e00\u5b9a\u6269\u5c55\u6027&#xff0c;\u4ee5\u4fbf\u672a\u6765\u5347\u7ea7\u786c\u4ef6\u914d\u7f6e\u3002<\/li>\n<\/ul>\n<h6>3.3 \u663e\u793a\u8bbe\u5907<\/h6>\n<p>\u663e\u793a\u8bbe\u5907\u7528\u4e8e\u5c55\u793a\u76d1\u63a7\u6570\u636e&#xff0c;\u5e94\u6ee1\u8db3\u4ee5\u4e0b\u8981\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u9ad8\u5206\u8fa8\u7387&#xff1a;\u9009\u62e9\u9ad8\u5206\u8fa8\u7387\u7684\u663e\u793a\u5668&#xff0c;\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li>\u54cd\u5e94\u901f\u5ea6\u5feb&#xff1a;\u9009\u62e9\u54cd\u5e94\u901f\u5ea6\u5feb\u7684\u663e\u793a\u5668&#xff0c;\u51cf\u5c11\u7cfb\u7edf\u5361\u987f\u73b0\u8c61\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u5728\u672c\u7cfb\u7edf\u7684\u786c\u4ef6\u5e73\u53f0\u9009\u62e9\u4e2d&#xff0c;\u6211\u4eec\u6ce8\u91cd\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u7eff\u8272\u8282\u80fd&#xff1a;\u9009\u62e9\u4f4e\u529f\u8017\u786c\u4ef6\u8bbe\u5907&#xff0c;\u964d\u4f4e\u7cfb\u7edf\u80fd\u8017&#xff0c;\u7b26\u5408\u7eff\u8272\u73af\u4fdd\u7406\u5ff5\u3002<\/li>\n<li>\u9ad8\u6027\u80fd\u914d\u7f6e&#xff1a;\u5728\u6ee1\u8db3\u6027\u80fd\u9700\u6c42\u7684\u524d\u63d0\u4e0b&#xff0c;\u5408\u7406\u914d\u7f6e\u786c\u4ef6\u8d44\u6e90&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u9ad8\u6548\u8fd0\u884c\u3002<\/li>\n<li>\u667a\u80fd\u5316\u7ba1\u7406&#xff1a;\u901a\u8fc7\u667a\u80fd\u5316\u7ba1\u7406\u624b\u6bb5&#xff0c;\u5982\u8fdc\u7a0b\u76d1\u63a7\u3001\u81ea\u52a8\u5347\u7ea7\u7b49&#xff0c;\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\u3002<\/li>\n<\/ul>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>\u786c\u4ef6\u5e73\u53f0\u9009\u62e9\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u8bbe\u8ba1\u7684\u91cd\u8981\u73af\u8282\u3002\u901a\u8fc7\u9075\u5faa\u76f8\u5173\u539f\u5219&#xff0c;\u5e76\u7ed3\u5408\u521b\u65b0\u6027\u89c2\u70b9&#xff0c;\u6211\u4eec\u9009\u51fa\u4e86\u9002\u5408\u672c\u7cfb\u7edf\u7684\u786c\u4ef6\u5e73\u53f0&#xff0c;\u4e3a\u7cfb\u7edf\u7a33\u5b9a\u3001\u9ad8\u6548\u8fd0\u884c\u63d0\u4f9b\u4e86\u6709\u529b\u4fdd\u969c\u3002<\/p>\n<h4>3.3.\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u8f6f\u4ef6\u5e73\u53f0\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5b9e\u73b0\u7684\u6838\u5fc3&#xff0c;\u5176\u9009\u62e9\u76f4\u63a5\u5f71\u54cd\u5230\u7cfb\u7edf\u7684\u529f\u80fd\u3001\u6027\u80fd\u548c\u53ef\u7ef4\u62a4\u6027\u3002\u672c\u8282\u5c06\u57fa\u4e8e\u7cfb\u7edf\u9700\u6c42&#xff0c;\u5206\u6790\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9\u7684\u539f\u5219&#xff0c;\u5e76\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u8f6f\u4ef6\u5e73\u53f0\u9009\u578b\u3002<\/p>\n<h5>2. \u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9\u539f\u5219<\/h5>\n<p>\u5728\u9009\u62e9\u8f6f\u4ef6\u5e73\u53f0\u65f6&#xff0c;\u5e94\u8003\u8651\u4ee5\u4e0b\u539f\u5219&#xff1a;<\/p>\n<ul>\n<li>\u529f\u80fd\u6027&#xff1a;\u8f6f\u4ef6\u5e73\u53f0\u5e94\u6ee1\u8db3\u7cfb\u7edf\u6240\u9700\u7684\u57fa\u672c\u529f\u80fd&#xff0c;\u5982\u6570\u636e\u91c7\u96c6\u3001\u76d1\u63a7\u3001\u544a\u8b66\u3001\u7528\u6237\u754c\u9762\u7b49\u3002<\/li>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u8f6f\u4ef6\u5e73\u53f0\u5e94\u652f\u6301\u529f\u80fd\u6269\u5c55&#xff0c;\u4ee5\u9002\u5e94\u672a\u6765\u9700\u6c42\u7684\u53d8\u5316\u3002<\/li>\n<li>\u7a33\u5b9a\u6027&#xff1a;\u8f6f\u4ef6\u5e73\u53f0\u5e94\u5177\u5907\u826f\u597d\u7684\u7a33\u5b9a\u6027&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u957f\u671f\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<li>\u6613\u7528\u6027&#xff1a;\u8f6f\u4ef6\u5e73\u53f0\u5e94\u63d0\u4f9b\u53cb\u597d\u7684\u7528\u6237\u754c\u9762\u548c\u6613\u4e8e\u64cd\u4f5c\u7684\u529f\u80fd&#xff0c;\u964d\u4f4e\u4f7f\u7528\u95e8\u69db\u3002<\/li>\n<li>\u5b89\u5168\u6027&#xff1a;\u8f6f\u4ef6\u5e73\u53f0\u5e94\u5177\u5907\u826f\u597d\u7684\u5b89\u5168\u6027&#xff0c;\u9632\u6b62\u6570\u636e\u6cc4\u9732\u548c\u7cfb\u7edf\u653b\u51fb\u3002<\/li>\n<\/ul>\n<h5>3. \u8f6f\u4ef6\u5e73\u53f0\u9009\u578b<\/h5>\n<h6>3.1 \u7f16\u7a0b\u8bed\u8a00<\/h6>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528Python\u4f5c\u4e3a\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u7b80\u6d01\u6613\u5b66&#xff1a;Python\u8bed\u6cd5\u7b80\u6d01&#xff0c;\u6613\u4e8e\u9605\u8bfb\u548c\u7ef4\u62a4\u3002<\/li>\n<li>\u4e30\u5bcc\u7684\u5e93\u652f\u6301&#xff1a;Python\u62e5\u6709\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93&#xff0c;\u5982psutil\u3001pandas\u3001NumPy\u7b49&#xff0c;\u65b9\u4fbf\u5f00\u53d1\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u6027&#xff1a;Python\u652f\u6301\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf&#xff0c;\u5177\u6709\u826f\u597d\u7684\u8de8\u5e73\u53f0\u6027\u3002<\/li>\n<\/ul>\n<h6>3.2 \u6570\u636e\u91c7\u96c6\u5e93<\/h6>\n<p>\u6570\u636e\u91c7\u96c6\u5e93\u7528\u4e8e\u4ece\u670d\u52a1\u5668\u83b7\u53d6\u6027\u80fd\u6570\u636e&#xff0c;\u672c\u7cfb\u7edf\u91c7\u7528psutil\u5e93&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8de8\u5e73\u53f0&#xff1a;psutil\u652f\u6301Windows\u3001Linux\u3001macOS\u7b49\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u3002<\/li>\n<li>\u529f\u80fd\u4e30\u5bcc&#xff1a;psutil\u63d0\u4f9b\u4e30\u5bcc\u7684\u63a5\u53e3&#xff0c;\u53ef\u4ee5\u83b7\u53d6CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u6027\u80fd\u6570\u636e\u3002<\/li>\n<\/ul>\n<p><span class=\"token keyword\">import<\/span> psutil<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_memory_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>virtual_memory<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_disk_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_network_io<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>net_io_counters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h6>3.3 \u6570\u636e\u5e93<\/h6>\n<p>\u6570\u636e\u5e93\u7528\u4e8e\u5b58\u50a8\u7cfb\u7edf\u6570\u636e&#xff0c;\u672c\u7cfb\u7edf\u91c7\u7528SQLite\u6570\u636e\u5e93&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7&#xff1a;SQLite\u6570\u636e\u5e93\u8f7b\u91cf\u7ea7&#xff0c;\u6613\u4e8e\u90e8\u7f72\u548c\u7ef4\u62a4\u3002<\/li>\n<li>\u5d4c\u5165\u5f0f&#xff1a;SQLite\u53ef\u4ee5\u4f5c\u4e3a\u5d4c\u5165\u5f0f\u6570\u636e\u5e93&#xff0c;\u51cf\u5c11\u7cfb\u7edf\u590d\u6742\u5ea6\u3002<\/li>\n<\/ul>\n<h6>3.4 \u76d1\u63a7\u6846\u67b6<\/h6>\n<p>\u76d1\u63a7\u6846\u67b6\u7528\u4e8e\u5b9e\u73b0\u76d1\u63a7\u903b\u8f91&#xff0c;\u672c\u7cfb\u7edf\u91c7\u7528Flask\u6846\u67b6&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7&#xff1a;Flask\u6846\u67b6\u8f7b\u91cf\u7ea7&#xff0c;\u6613\u4e8e\u6269\u5c55\u3002<\/li>\n<li>\u7075\u6d3b\u6027\u5f3a&#xff1a;Flask\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\u548c\u6a21\u677f\u5f15\u64ce&#xff0c;\u65b9\u4fbf\u5f00\u53d1\u3002<\/li>\n<\/ul>\n<h6>3.5 \u7528\u6237\u754c\u9762\u5e93<\/h6>\n<p>\u7528\u6237\u754c\u9762\u5e93\u7528\u4e8e\u5b9e\u73b0\u56fe\u5f62\u5316\u754c\u9762&#xff0c;\u672c\u7cfb\u7edf\u91c7\u7528Tkinter\u5e93&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u7b80\u5355\u6613\u7528&#xff1a;Tkinter\u662fPython\u7684\u6807\u51c6GUI\u5e93&#xff0c;\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\u3002<\/li>\n<li>\u529f\u80fd\u4e30\u5bcc&#xff1a;Tkinter\u63d0\u4f9b\u4e30\u5bcc\u7684\u63a7\u4ef6\u548c\u5e03\u5c40\u7ba1\u7406\u5668&#xff0c;\u6ee1\u8db3\u754c\u9762\u8bbe\u8ba1\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u5728\u672c\u7cfb\u7edf\u7684\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9\u4e2d&#xff0c;\u6211\u4eec\u6ce8\u91cd\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u5757\u5316\u8bbe\u8ba1&#xff1a;\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u53ef\u6269\u5c55\u6027\u548c\u53ef\u7ef4\u62a4\u6027\u3002<\/li>\n<li>\u667a\u80fd\u5316\u76d1\u63a7&#xff1a;\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u667a\u80fd\u5316\u7684\u76d1\u63a7\u548c\u544a\u8b66\u3002<\/li>\n<li>\u5f00\u6e90\u8f6f\u4ef6\u5e94\u7528&#xff1a;\u9009\u62e9\u5f00\u6e90\u8f6f\u4ef6\u5e73\u53f0&#xff0c;\u964d\u4f4e\u7cfb\u7edf\u6210\u672c&#xff0c;\u4fc3\u8fdb\u6280\u672f\u4ea4\u6d41\u3002<\/li>\n<\/ul>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>\u8f6f\u4ef6\u5e73\u53f0\u9009\u62e9\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u8bbe\u8ba1\u7684\u5173\u952e\u73af\u8282\u3002\u901a\u8fc7\u9075\u5faa\u76f8\u5173\u539f\u5219&#xff0c;\u5e76\u7ed3\u5408\u521b\u65b0\u6027\u89c2\u70b9&#xff0c;\u6211\u4eec\u9009\u51fa\u4e86\u9002\u5408\u672c\u7cfb\u7edf\u7684\u8f6f\u4ef6\u5e73\u53f0&#xff0c;\u4e3a\u7cfb\u7edf\u7684\u9ad8\u6548\u3001\u7a33\u5b9a\u8fd0\u884c\u63d0\u4f9b\u4e86\u6709\u529b\u4fdd\u969c\u3002<\/p>\n<h4>3.4.\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u57fa\u77f3&#xff0c;\u5176\u8bbe\u8ba1\u76f4\u63a5\u5f71\u54cd\u5230\u76d1\u63a7\u6570\u636e\u7684\u51c6\u786e\u6027\u548c\u7cfb\u7edf\u7684\u5b9e\u65f6\u6027\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u6570\u636e\u91c7\u96c6\u6a21\u5757\u7684\u8bbe\u8ba1&#xff0c;\u5305\u62ec\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u3001\u91c7\u96c6\u9891\u7387\u3001\u6570\u636e\u683c\u5f0f\u53ca\u91c7\u96c6\u8fc7\u7a0b\u4e2d\u7684\u521b\u65b0\u6027\u8bbe\u8ba1\u3002<\/p>\n<h5>2. \u6570\u636e\u91c7\u96c6\u65b9\u6cd5<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u91c7\u7528\u591a\u79cd\u65b9\u6cd5\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<h6>2.1 \u7cfb\u7edf\u8c03\u7528<\/h6>\n<p>\u901a\u8fc7\u7cfb\u7edf\u8c03\u7528\u83b7\u53d6\u670d\u52a1\u5668\u786c\u4ef6\u548c\u8f6f\u4ef6\u5c42\u9762\u7684\u6027\u80fd\u6570\u636e&#xff0c;\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8I\/O\u3001\u7f51\u7edc\u6d41\u91cf\u7b49\u3002\u672c\u7cfb\u7edf\u91c7\u7528Python\u7684psutil\u5e93\u5b9e\u73b0\u7cfb\u7edf\u8c03\u7528\u6570\u636e\u91c7\u96c6\u3002<\/p>\n<h6>2.2 SSH\u8fdc\u7a0b\u8fde\u63a5<\/h6>\n<p>\u5bf9\u4e8e\u8fdc\u7a0b\u670d\u52a1\u5668&#xff0c;\u901a\u8fc7SSH\u8fdc\u7a0b\u8fde\u63a5\u6267\u884c\u547d\u4ee4&#xff0c;\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002\u672c\u7cfb\u7edf\u91c7\u7528Python\u7684Paramiko\u5e93\u5b9e\u73b0SSH\u8fdc\u7a0b\u8fde\u63a5\u548c\u6570\u636e\u91c7\u96c6\u3002<\/p>\n<h6>2.3 API\u63a5\u53e3<\/h6>\n<p>\u90e8\u5206\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u53ef\u901a\u8fc7API\u63a5\u53e3\u83b7\u53d6&#xff0c;\u5982\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u63d0\u4f9b\u7684API\u63a5\u53e3\u3002\u672c\u7cfb\u7edf\u5c06\u6839\u636e\u5b9e\u9645\u60c5\u51b5\u9009\u62e9\u5408\u9002\u7684API\u63a5\u53e3\u8fdb\u884c\u6570\u636e\u91c7\u96c6\u3002<\/p>\n<h5>3. \u91c7\u96c6\u9891\u7387<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u9891\u7387\u5e94\u6839\u636e\u7cfb\u7edf\u9700\u6c42\u548c\u670d\u52a1\u5668\u8d1f\u8f7d\u8fdb\u884c\u8c03\u6574\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u7b56\u7565&#xff1a;<\/p>\n<ul>\n<li>\u5173\u952e\u6307\u6807&#xff1a;\u5bf9CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8I\/O\u7b49\u5173\u952e\u6307\u6807&#xff0c;\u91c7\u7528\u9ad8\u9891\u91c7\u96c6&#xff08;\u5982\u6bcf5\u79d2\u91c7\u96c6\u4e00\u6b21&#xff09;\u3002<\/li>\n<li>\u975e\u5173\u952e\u6307\u6807&#xff1a;\u5bf9\u7f51\u7edc\u6d41\u91cf\u3001\u7cfb\u7edf\u8d1f\u8f7d\u7b49\u975e\u5173\u952e\u6307\u6807&#xff0c;\u53ef\u91c7\u7528\u4f4e\u9891\u91c7\u96c6&#xff08;\u5982\u6bcf30\u79d2\u91c7\u96c6\u4e00\u6b21&#xff09;\u3002<\/li>\n<\/ul>\n<h5>4. \u6570\u636e\u683c\u5f0f<\/h5>\n<p>\u91c7\u96c6\u5230\u7684\u6570\u636e\u5e94\u91c7\u7528\u7edf\u4e00\u7684\u683c\u5f0f\u8fdb\u884c\u5b58\u50a8\u548c\u4f20\u8f93&#xff0c;\u672c\u7cfb\u7edf\u91c7\u7528JSON\u683c\u5f0f&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7&#xff1a;JSON\u683c\u5f0f\u8f7b\u91cf\u7ea7&#xff0c;\u6613\u4e8e\u89e3\u6790\u548c\u4f20\u8f93\u3002<\/li>\n<li>\u6613\u8bfb\u6027&#xff1a;JSON\u683c\u5f0f\u5177\u6709\u826f\u597d\u7684\u53ef\u8bfb\u6027&#xff0c;\u65b9\u4fbf\u8c03\u8bd5\u548c\u67e5\u770b\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<h6>5.1 \u6570\u636e\u9884\u5904\u7406<\/h6>\n<p>\u5728\u6570\u636e\u91c7\u96c6\u8fc7\u7a0b\u4e2d&#xff0c;\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u9884\u5904\u7406&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u5f02\u5e38\u503c\u5904\u7406&#xff1a;\u8bc6\u522b\u5e76\u5904\u7406\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u503c&#xff0c;\u5982\u8d1f\u6570\u3001\u65e0\u7a77\u5927\u7b49\u3002<\/li>\n<li>\u6570\u636e\u6e05\u6d17&#xff1a;\u53bb\u9664\u91cd\u590d\u6570\u636e\u3001\u65e0\u6548\u6570\u636e&#xff0c;\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<h6>5.2 \u6570\u636e\u538b\u7f29<\/h6>\n<p>\u4e3a\u4e86\u51cf\u5c11\u6570\u636e\u5b58\u50a8\u548c\u4f20\u8f93\u538b\u529b&#xff0c;\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u538b\u7f29\u3002\u672c\u7cfb\u7edf\u91c7\u7528zlib\u5e93\u5b9e\u73b0\u6570\u636e\u538b\u7f29\u3002<\/p>\n<p><span class=\"token keyword\">import<\/span> zlib<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">compress_data<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    compressed_data <span class=\"token operator\">&#061;<\/span> zlib<span class=\"token punctuation\">.<\/span>compress<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> compressed_data<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">decompress_data<\/span><span class=\"token punctuation\">(<\/span>compressed_data<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    decompressed_data <span class=\"token operator\">&#061;<\/span> zlib<span class=\"token punctuation\">.<\/span>decompress<span class=\"token punctuation\">(<\/span>compressed_data<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> decompressed_data<\/p>\n<h6>5.3 \u6570\u636e\u540c\u6b65<\/h6>\n<p>\u4e3a\u4e86\u786e\u4fdd\u6570\u636e\u7684\u4e00\u81f4\u6027&#xff0c;\u91c7\u7528\u4ee5\u4e0b\u7b56\u7565\u5b9e\u73b0\u6570\u636e\u540c\u6b65&#xff1a;<\/p>\n<ul>\n<li>\u65f6\u95f4\u6233&#xff1a;\u4e3a\u6bcf\u4e2a\u6570\u636e\u70b9\u6dfb\u52a0\u65f6\u95f4\u6233&#xff0c;\u4fdd\u8bc1\u6570\u636e\u987a\u5e8f\u3002<\/li>\n<li>\u6821\u9a8c\u548c&#xff1a;\u4e3a\u6570\u636e\u6dfb\u52a0\u6821\u9a8c\u548c&#xff0c;\u68c0\u6d4b\u6570\u636e\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u7684\u635f\u574f\u3002<\/li>\n<\/ul>\n<h5>6. \u7ed3\u8bba<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8bbe\u8ba1\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u5173\u952e\u73af\u8282\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u591a\u79cd\u6570\u636e\u91c7\u96c6\u65b9\u6cd5&#xff0c;\u7ed3\u5408\u6570\u636e\u9884\u5904\u7406\u3001\u6570\u636e\u538b\u7f29\u548c\u6570\u636e\u540c\u6b65\u7b49\u521b\u65b0\u6027\u8bbe\u8ba1&#xff0c;\u786e\u4fdd\u4e86\u6570\u636e\u91c7\u96c6\u7684\u51c6\u786e\u6027\u548c\u5b9e\u65f6\u6027&#xff0c;\u4e3a\u540e\u7eed\u7684\u76d1\u63a7\u548c\u5206\u6790\u63d0\u4f9b\u4e86\u53ef\u9760\u7684\u6570\u636e\u57fa\u7840\u3002<\/p>\n<h4>3.5.\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u76d1\u63a7\u7b97\u6cd5\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6838\u5fc3&#xff0c;\u5176\u8bbe\u8ba1\u76f4\u63a5\u5f71\u54cd\u5230\u7cfb\u7edf\u7684\u76d1\u63a7\u6548\u679c\u548c\u544a\u8b66\u51c6\u786e\u6027\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1&#xff0c;\u5305\u62ec\u76d1\u63a7\u7b56\u7565\u3001\u7b97\u6cd5\u9009\u62e9\u53ca\u521b\u65b0\u6027\u5206\u6790\u3002<\/p>\n<h5>2. \u76d1\u63a7\u7b56\u7565<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u76d1\u63a7\u7b56\u7565&#xff1a;<\/p>\n<h6>2.1 \u9608\u503c\u76d1\u63a7<\/h6>\n<p>\u9608\u503c\u76d1\u63a7\u662f\u6700\u5e38\u89c1\u7684\u76d1\u63a7\u65b9\u5f0f&#xff0c;\u901a\u8fc7\u9884\u8bbe\u7684\u9608\u503c\u6765\u5224\u65ad\u76d1\u63a7\u6307\u6807\u662f\u5426\u8d85\u8fc7\u6b63\u5e38\u8303\u56f4&#xff0c;\u4ece\u800c\u89e6\u53d1\u544a\u8b66\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u9608\u503c\u8bbe\u7f6e\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u9759\u6001\u9608\u503c&#xff1a;\u6839\u636e\u5386\u53f2\u6570\u636e\u548c\u4e1a\u52a1\u9700\u6c42\u8bbe\u7f6e\u56fa\u5b9a\u9608\u503c\u3002<\/li>\n<li>\u52a8\u6001\u9608\u503c&#xff1a;\u6839\u636e\u5b9e\u65f6\u6570\u636e\u52a8\u6001\u8c03\u6574\u9608\u503c&#xff0c;\u4ee5\u9002\u5e94\u6027\u80fd\u6307\u6807\u7684\u53d8\u5316\u3002<\/li>\n<\/ul>\n<h6>2.2 \u5f02\u5e38\u68c0\u6d4b<\/h6>\n<p>\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u7528\u4e8e\u8bc6\u522b\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u503c&#xff0c;\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u57fa\u4e8e\u7edf\u8ba1\u7684\u65b9\u6cd5&#xff1a;\u5982Z-score\u3001IQR&#xff08;\u56db\u5206\u4f4d\u6570\u95f4\u8ddd&#xff09;\u7b49&#xff0c;\u901a\u8fc7\u8ba1\u7b97\u6570\u636e\u7684\u7edf\u8ba1\u91cf\u6765\u5224\u65ad\u5f02\u5e38\u3002<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5&#xff1a;\u5982K-means\u805a\u7c7b\u3001\u5b64\u7acb\u68ee\u6797\u7b49&#xff0c;\u901a\u8fc7\u5b66\u4e60\u6b63\u5e38\u6570\u636e\u5206\u5e03&#xff0c;\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u3002<\/li>\n<\/ul>\n<h5>3. \u7b97\u6cd5\u9009\u62e9<\/h5>\n<h6>3.1 \u9608\u503c\u76d1\u63a7\u7b97\u6cd5<\/h6>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u9608\u503c\u76d1\u63a7\u7b97\u6cd5&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> psutil<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">check_alert_thresholds<\/span><span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> threshold<span class=\"token operator\">&#061;<\/span><span class=\"token number\">80<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> cpu_usage <span class=\"token operator\">&gt;<\/span> threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>cpu_usage<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h6>3.2 \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5<\/h6>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528K-means\u805a\u7c7b\u7b97\u6cd5\u8fdb\u884c\u5f02\u5e38\u68c0\u6d4b&#xff0c;\u4ee5\u4e0b\u4e3a\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">from<\/span> sklearn<span class=\"token punctuation\">.<\/span>cluster <span class=\"token keyword\">import<\/span> KMeans<br \/>\n<span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">kmeans_clustering<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">,<\/span> n_clusters<span class=\"token operator\">&#061;<\/span><span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    kmeans <span class=\"token operator\">&#061;<\/span> KMeans<span class=\"token punctuation\">(<\/span>n_clusters<span class=\"token operator\">&#061;<\/span>n_clusters<span class=\"token punctuation\">,<\/span> random_state<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>fit<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> kmeans<span class=\"token punctuation\">.<\/span>labels_<\/p>\n<p><span class=\"token comment\"># \u5047\u8bbedata\u4e3a\u91c7\u96c6\u5230\u7684\u6027\u80fd\u6570\u636e<\/span><br \/>\nlabels <span class=\"token operator\">&#061;<\/span> kmeans_clustering<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><\/p>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1\u4e0a\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u7b97\u6cd5&#xff1a;\u7ed3\u5408\u9608\u503c\u76d1\u63a7\u548c\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u5168\u9762\u6027\u3002<\/li>\n<li>\u81ea\u9002\u5e94\u9608\u503c\u8c03\u6574&#xff1a;\u6839\u636e\u5b9e\u65f6\u6570\u636e\u52a8\u6001\u8c03\u6574\u9608\u503c&#xff0c;\u63d0\u9ad8\u9608\u503c\u8bbe\u7f6e\u7684\u7075\u6d3b\u6027\u3002<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<\/ul>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>\u76d1\u63a7\u7b97\u6cd5\u8bbe\u8ba1\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6838\u5fc3\u73af\u8282\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u9608\u503c\u76d1\u63a7\u548c\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5&#xff0c;\u7ed3\u5408\u591a\u79cd\u521b\u65b0\u6027\u8bbe\u8ba1&#xff0c;\u786e\u4fdd\u4e86\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u544a\u8b66\u7684\u53ca\u65f6\u6027&#xff0c;\u4e3a\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u63d0\u4f9b\u4e86\u6709\u529b\u4fdd\u969c\u3002<\/p>\n<h4>3.6.\u544a\u8b66\u673a\u5236\u8bbe\u8ba1<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u544a\u8b66\u673a\u5236\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u5173\u952e\u7ec4\u6210\u90e8\u5206&#xff0c;\u5176\u8bbe\u8ba1\u76f4\u63a5\u5f71\u54cd\u5230\u7cfb\u7edf\u5bf9\u6f5c\u5728\u95ee\u9898\u7684\u54cd\u5e94\u901f\u5ea6\u548c\u51c6\u786e\u6027\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u544a\u8b66\u673a\u5236\u7684\u8bbe\u8ba1&#xff0c;\u5305\u62ec\u544a\u8b66\u89e6\u53d1\u6761\u4ef6\u3001\u544a\u8b66\u7ea7\u522b\u5212\u5206\u3001\u544a\u8b66\u901a\u77e5\u65b9\u5f0f\u53ca\u521b\u65b0\u6027\u8bbe\u8ba1\u3002<\/p>\n<h5>2. \u544a\u8b66\u89e6\u53d1\u6761\u4ef6<\/h5>\n<p>\u544a\u8b66\u89e6\u53d1\u6761\u4ef6\u57fa\u4e8e\u76d1\u63a7\u7b97\u6cd5\u5bf9\u6027\u80fd\u6570\u636e\u7684\u5206\u6790\u7ed3\u679c&#xff0c;\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\u60c5\u51b5&#xff1a;<\/p>\n<h6>2.1 \u9608\u503c\u544a\u8b66<\/h6>\n<p>\u5f53\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9884\u8bbe\u7684\u9608\u503c\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u9608\u503c\u544a\u8b66\u6761\u4ef6&#xff1a;<\/p>\n<ul>\n<li>\u5355\u4e00\u6307\u6807\u544a\u8b66&#xff1a;\u5f53\u5355\u4e2a\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9608\u503c\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u590d\u5408\u6307\u6807\u544a\u8b66&#xff1a;\u5f53\u591a\u4e2a\u76d1\u63a7\u6307\u6807\u540c\u65f6\u8d85\u8fc7\u9608\u503c\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h6>2.2 \u5f02\u5e38\u544a\u8b66<\/h6>\n<p>\u5f53\u76d1\u63a7\u7b97\u6cd5\u68c0\u6d4b\u5230\u5f02\u5e38\u6570\u636e\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u5f02\u5e38\u544a\u8b66\u6761\u4ef6&#xff1a;<\/p>\n<ul>\n<li>\u57fa\u4e8e\u7edf\u8ba1\u7684\u5f02\u5e38\u544a\u8b66&#xff1a;\u5f53\u6570\u636e\u7edf\u8ba1\u91cf&#xff08;\u5982Z-score\u3001IQR\u7b49&#xff09;\u8d85\u8fc7\u9884\u8bbe\u9608\u503c\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u544a\u8b66&#xff1a;\u5f53\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u51fa\u5f02\u5e38\u6570\u636e\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>3. \u544a\u8b66\u7ea7\u522b\u5212\u5206<\/h5>\n<p>\u4e3a\u4e86\u65b9\u4fbf\u7ba1\u7406\u5458\u5feb\u901f\u8bc6\u522b\u548c\u5904\u7406\u544a\u8b66\u4fe1\u606f&#xff0c;\u672c\u7cfb\u7edf\u5c06\u544a\u8b66\u5206\u4e3a\u4ee5\u4e0b\u7ea7\u522b&#xff1a;<\/p>\n<ul>\n<li>\u666e\u901a\u544a\u8b66&#xff1a;\u8868\u793a\u8f7b\u5fae\u7684\u6027\u80fd\u95ee\u9898&#xff0c;\u53ef\u80fd\u5bf9\u7cfb\u7edf\u8fd0\u884c\u9020\u6210\u4e00\u5b9a\u5f71\u54cd\u3002<\/li>\n<li>\u4e25\u91cd\u544a\u8b66&#xff1a;\u8868\u793a\u4e25\u91cd\u7684\u6027\u80fd\u95ee\u9898&#xff0c;\u53ef\u80fd\u5bf9\u7cfb\u7edf\u6b63\u5e38\u8fd0\u884c\u9020\u6210\u5a01\u80c1\u3002<\/li>\n<li>\u7d27\u6025\u544a\u8b66&#xff1a;\u8868\u793a\u7cfb\u7edf\u51fa\u73b0\u4e25\u91cd\u6545\u969c&#xff0c;\u9700\u8981\u7acb\u5373\u5904\u7406\u3002<\/li>\n<\/ul>\n<h5>4. \u544a\u8b66\u901a\u77e5\u65b9\u5f0f<\/h5>\n<p>\u672c\u7cfb\u7edf\u63d0\u4f9b\u591a\u79cd\u544a\u8b66\u901a\u77e5\u65b9\u5f0f&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u90ae\u4ef6\u901a\u77e5&#xff1a;\u53d1\u9001\u90ae\u4ef6\u81f3\u7ba1\u7406\u5458\u90ae\u7bb1&#xff0c;\u5305\u542b\u544a\u8b66\u4fe1\u606f\u548c\u76f8\u5173\u6570\u636e\u3002<\/li>\n<li>\u77ed\u4fe1\u901a\u77e5&#xff1a;\u901a\u8fc7\u77ed\u4fe1\u5e73\u53f0\u53d1\u9001\u77ed\u4fe1\u81f3\u7ba1\u7406\u5458\u624b\u673a\u3002<\/li>\n<li>\u7cfb\u7edf\u6d88\u606f&#xff1a;\u5728\u76d1\u63a7\u7cfb\u7edf\u7684\u7528\u6237\u754c\u9762\u4e2d\u663e\u793a\u544a\u8b66\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<h6>5.1 \u667a\u80fd\u5316\u544a\u8b66<\/h6>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u667a\u80fd\u5316\u544a\u8b66\u8bbe\u8ba1&#xff1a;<\/p>\n<ul>\n<li>\u667a\u80fd\u5206\u6790&#xff1a;\u7ed3\u5408\u5386\u53f2\u6570\u636e\u548c\u5b9e\u65f6\u6570\u636e&#xff0c;\u5bf9\u544a\u8b66\u4fe1\u606f\u8fdb\u884c\u667a\u80fd\u5206\u6790&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u3002<\/li>\n<li>\u9884\u6d4b\u6027\u544a\u8b66&#xff1a;\u6839\u636e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u6f5c\u5728\u6545\u969c&#xff0c;\u63d0\u524d\u53d1\u51fa\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h6>5.2 \u544a\u8b66\u4f18\u5316<\/h6>\n<p>\u672c\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u4f18\u5316\u544a\u8b66&#xff1a;<\/p>\n<ul>\n<li>\u544a\u8b66\u53bb\u91cd&#xff1a;\u907f\u514d\u91cd\u590d\u544a\u8b66&#xff0c;\u51cf\u5c11\u7ba1\u7406\u5458\u7684\u5de5\u4f5c\u91cf\u3002<\/li>\n<li>\u544a\u8b66\u6291\u5236&#xff1a;\u5728\u4e00\u5b9a\u65f6\u95f4\u5185&#xff0c;\u5bf9\u540c\u4e00\u95ee\u9898\u7684\u544a\u8b66\u8fdb\u884c\u6291\u5236&#xff0c;\u907f\u514d\u9891\u7e41\u6253\u6270\u7ba1\u7406\u5458\u3002<\/li>\n<\/ul>\n<h5>6. \u544a\u8b66\u673a\u5236\u5b9e\u73b0<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u544a\u8b66\u673a\u5236\u5b9e\u73b0\u7684\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> smtplib<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>mime<span class=\"token punctuation\">.<\/span>text <span class=\"token keyword\">import<\/span> MIMEText<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>header <span class=\"token keyword\">import<\/span> Header<\/p>\n<p><span class=\"token keyword\">def<\/span> send_email\u544a\u8b66<span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> to_email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    sender <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your_email&#064;example.com&#039;<\/span><br \/>\n    password <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your_password&#039;<\/span><br \/>\n    smtp_server <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;smtp.example.com&#039;<\/span><\/p>\n<p>    message <span class=\"token operator\">&#061;<\/span> MIMEText<span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;plain&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;From&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u544a\u8b66\u7cfb\u7edf&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;To&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7ba1\u7406\u5458&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;Subject&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u670d\u52a1\u5668\u6027\u80fd\u544a\u8b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        smtp_obj <span class=\"token operator\">&#061;<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTP_SSL<span class=\"token punctuation\">(<\/span>smtp_server<span class=\"token punctuation\">,<\/span> <span class=\"token number\">465<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>login<span class=\"token punctuation\">(<\/span>sender<span class=\"token punctuation\">,<\/span> password<span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>sendmail<span class=\"token punctuation\">(<\/span>sender<span class=\"token punctuation\">,<\/span> to_email<span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">.<\/span>as_string<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u6210\u529f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTPException <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u544a\u8b66\u4fe1\u606f<\/span><br \/>\nalert_info <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;\u670d\u52a1\u5668CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a90%&#034;<\/span><\/p>\n<p><span class=\"token comment\"># \u53d1\u9001\u90ae\u4ef6\u544a\u8b66<\/span><br \/>\nsend_email\u544a\u8b66<span class=\"token punctuation\">(<\/span>alert_info<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;admin&#064;example.com&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>7. \u7ed3\u8bba<\/h5>\n<p>\u544a\u8b66\u673a\u5236\u8bbe\u8ba1\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u5173\u952e\u73af\u8282\u3002\u672c\u7cfb\u7edf\u901a\u8fc7\u5408\u7406\u7684\u544a\u8b66\u89e6\u53d1\u6761\u4ef6\u3001\u544a\u8b66\u7ea7\u522b\u5212\u5206\u3001\u544a\u8b66\u901a\u77e5\u65b9\u5f0f\u53ca\u521b\u65b0\u6027\u8bbe\u8ba1&#xff0c;\u786e\u4fdd\u4e86\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u4e86\u6709\u6548\u7684\u76d1\u63a7\u548c\u95ee\u9898\u5904\u7406\u624b\u6bb5\u3002<\/p>\n<h4>3.7.\u7528\u6237\u754c\u9762\u8bbe\u8ba1<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u7528\u6237\u754c\u9762&#xff08;UI&#xff09;\u8bbe\u8ba1\u5728\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u4e2d\u626e\u6f14\u7740\u81f3\u5173\u91cd\u8981\u7684\u89d2\u8272&#xff0c;\u5b83\u76f4\u63a5\u5f71\u54cd\u7ba1\u7406\u5458\u5bf9\u76d1\u63a7\u6570\u636e\u7684\u611f\u77e5\u548c\u64cd\u4f5c\u6548\u7387\u3002\u672c\u8282\u5c06\u4ecb\u7ecd\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u7684\u539f\u5219\u3001\u754c\u9762\u5e03\u5c40\u3001\u4ea4\u4e92\u8bbe\u8ba1\u548c\u521b\u65b0\u6027\u5143\u7d20\u3002<\/p>\n<h5>2. \u8bbe\u8ba1\u539f\u5219<\/h5>\n<p>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5e94\u9075\u5faa\u4ee5\u4e0b\u539f\u5219&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u4e2d\u5fc3\u8bbe\u8ba1&#xff1a;\u4ee5\u7528\u6237\u9700\u6c42\u4e3a\u6838\u5fc3&#xff0c;\u786e\u4fdd\u754c\u9762\u6613\u7528\u6027\u3002<\/li>\n<li>\u4fe1\u606f\u6e05\u6670\u8868\u8fbe&#xff1a;\u4f7f\u7528\u76f4\u89c2\u7684\u89c6\u89c9\u5143\u7d20\u548c\u5e03\u5c40&#xff0c;\u4fbf\u4e8e\u7528\u6237\u7406\u89e3\u3002<\/li>\n<li>\u4ea4\u4e92\u6709\u6548\u6027&#xff1a;\u786e\u4fdd\u7528\u6237\u64cd\u4f5c\u6d41\u7545&#xff0c;\u51cf\u5c11\u8bef\u64cd\u4f5c\u3002<\/li>\n<li>\u4e00\u81f4\u6027\u548c\u6807\u51c6\u6027&#xff1a;\u4fdd\u6301\u754c\u9762\u5143\u7d20\u548c\u64cd\u4f5c\u7684\u4e00\u81f4\u6027&#xff0c;\u9075\u5faa\u6807\u51c6\u8bbe\u8ba1\u89c4\u8303\u3002<\/li>\n<\/ul>\n<h5>3. \u754c\u9762\u5e03\u5c40<\/h5>\n<p>\u754c\u9762\u5e03\u5c40\u5e94\u8003\u8651\u4ee5\u4e0b\u8981\u7d20&#xff1a;<\/p>\n<ul>\n<li>\u76d1\u63a7\u9762\u677f&#xff1a;\u5c55\u793a\u5173\u952e\u6027\u80fd\u6307\u6807&#xff0c;\u5982CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u548c\u7f51\u7edc\u4f7f\u7528\u60c5\u51b5\u3002<\/li>\n<li>\u544a\u8b66\u5217\u8868&#xff1a;\u5b9e\u65f6\u663e\u793a\u544a\u8b66\u4fe1\u606f&#xff0c;\u5305\u62ec\u544a\u8b66\u7ea7\u522b\u3001\u65f6\u95f4\u3001\u63cf\u8ff0\u7b49\u3002<\/li>\n<li>\u914d\u7f6e\u754c\u9762&#xff1a;\u5141\u8bb8\u7ba1\u7406\u5458\u8bbe\u7f6e\u9608\u503c\u3001\u544a\u8b66\u65b9\u5f0f\u548c\u901a\u77e5\u65b9\u5f0f\u3002<\/li>\n<\/ul>\n<h5>4. \u4ea4\u4e92\u8bbe\u8ba1<\/h5>\n<p>\u4ea4\u4e92\u8bbe\u8ba1\u5e94\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u56fe\u8868\u53ef\u89c6\u5316&#xff1a;\u4f7f\u7528\u56fe\u8868&#xff08;\u5982\u6298\u7ebf\u56fe\u3001\u997c\u56fe\u3001\u67f1\u72b6\u56fe&#xff09;\u5c55\u793a\u6027\u80fd\u6570\u636e&#xff0c;\u4fbf\u4e8e\u7528\u6237\u76f4\u89c2\u7406\u89e3\u3002<\/li>\n<li>\u7b5b\u9009\u548c\u641c\u7d22&#xff1a;\u63d0\u4f9b\u7b5b\u9009\u548c\u641c\u7d22\u529f\u80fd&#xff0c;\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u6240\u9700\u4fe1\u606f\u3002<\/li>\n<li>\u6570\u636e\u5bfc\u51fa&#xff1a;\u5141\u8bb8\u7528\u6237\u5bfc\u51fa\u76d1\u63a7\u6570\u636e&#xff0c;\u8fdb\u884c\u8fdb\u4e00\u6b65\u5206\u6790\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u5143\u7d20<\/h5>\n<p>\u672c\u7cfb\u7edf\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u9002\u5e94\u5e03\u5c40&#xff1a;\u6839\u636e\u4e0d\u540c\u8bbe\u5907\u5c4f\u5e55\u5c3a\u5bf8\u548c\u5206\u8fa8\u7387\u81ea\u52a8\u8c03\u6574\u754c\u9762\u5e03\u5c40&#xff0c;\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li>\u5b9e\u65f6\u66f4\u65b0&#xff1a;\u52a8\u6001\u66f4\u65b0\u76d1\u63a7\u6570\u636e&#xff0c;\u4fdd\u6301\u754c\u9762\u5b9e\u65f6\u6027\u3002<\/li>\n<li>\u4e2a\u6027\u5316\u5b9a\u5236&#xff1a;\u5141\u8bb8\u7528\u6237\u6839\u636e\u4e2a\u4eba\u504f\u597d\u5b9a\u5236\u754c\u9762\u5e03\u5c40\u548c\u989c\u8272\u4e3b\u9898\u3002<\/li>\n<li>\u96c6\u6210\u865a\u62df\u73b0\u5b9e&#xff08;VR&#xff09;&#xff1a;\u63d0\u4f9bVR\u6a21\u5f0f&#xff0c;\u8ba9\u7ba1\u7406\u5458\u5728\u865a\u62df\u73af\u5883\u4e2d\u4f53\u9a8c\u7cfb\u7edf\u76d1\u63a7&#xff0c;\u589e\u5f3a\u4e92\u52a8\u6027\u3002<\/li>\n<\/ul>\n<h5>6. \u754c\u9762\u5e03\u5c40\u793a\u4f8b<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u7528\u6237\u754c\u9762\u5e03\u5c40\u7684\u8868\u683c\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u9762\u677f\u533a\u57df\u529f\u80fd\u63cf\u8ff0<\/tr>\n<tbody>\n<tr>\n<td>\u9876\u90e8\u83dc\u5355<\/td>\n<td>\u5305\u542b\u7cfb\u7edf\u8bbe\u7f6e\u3001\u7528\u6237\u914d\u7f6e\u3001\u5e2e\u52a9\u7b49\u83dc\u5355\u9879<\/td>\n<\/tr>\n<tr>\n<td>\u5de6\u4fa7\u5bfc\u822a\u680f<\/td>\n<td>\u5c55\u793a\u76d1\u63a7\u6307\u6807\u3001\u544a\u8b66\u5217\u8868\u3001\u914d\u7f6e\u754c\u9762\u7b49\u9009\u9879\u5361<\/td>\n<\/tr>\n<tr>\n<td>\u4e2d\u95f4\u76d1\u63a7\u9762\u677f<\/td>\n<td>\u5c55\u793a\u5173\u952e\u6027\u80fd\u6307\u6807\u56fe\u8868\u548c\u5b9e\u65f6\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u53f3\u4fa7\u544a\u8b66\u9762\u677f<\/td>\n<td>\u663e\u793a\u544a\u8b66\u4fe1\u606f\u5217\u8868&#xff0c;\u5305\u62ec\u544a\u8b66\u7ea7\u522b\u3001\u65f6\u95f4\u3001\u63cf\u8ff0\u7b49<\/td>\n<\/tr>\n<tr>\n<td>\u5e95\u90e8\u72b6\u6001\u680f<\/td>\n<td>\u663e\u793a\u7cfb\u7edf\u72b6\u6001\u4fe1\u606f&#xff0c;\u5982\u8fde\u63a5\u72b6\u6001\u3001\u66f4\u65b0\u65f6\u95f4\u7b49<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>7. \u7ed3\u8bba<\/h5>\n<p>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u6210\u529f\u7684\u5173\u952e\u3002\u901a\u8fc7\u9075\u5faa\u8bbe\u8ba1\u539f\u5219\u3001\u5408\u7406\u5e03\u5c40\u3001\u521b\u65b0\u4ea4\u4e92\u548c\u96c6\u6210\u521b\u65b0\u5143\u7d20&#xff0c;\u672c\u7cfb\u7edf\u63d0\u4f9b\u4e86\u76f4\u89c2\u3001\u9ad8\u6548\u3001\u4e2a\u6027\u5316\u7684\u7528\u6237\u754c\u9762&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u4e86\u4f18\u8d28\u7684\u76d1\u63a7\u4f53\u9a8c\u3002<\/p>\n<h3>\u7b2c4\u7ae0 \u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5b9e\u73b0<\/h3>\n<h4>4.1.\u5f00\u53d1\u73af\u5883\u642d\u5efa<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u5f00\u53d1\u73af\u5883\u7684\u642d\u5efa\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5b9e\u73b0\u7684\u7b2c\u4e00\u6b65&#xff0c;\u5b83\u76f4\u63a5\u5173\u7cfb\u5230\u540e\u7eed\u5f00\u53d1\u6548\u7387\u548c\u7cfb\u7edf\u7a33\u5b9a\u6027\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u5f00\u53d1\u73af\u5883\u642d\u5efa\u8fc7\u7a0b&#xff0c;\u5305\u62ec\u8f6f\u4ef6\u548c\u786c\u4ef6\u7684\u9009\u62e9\u3001\u914d\u7f6e\u4ee5\u53ca\u5f00\u53d1\u5de5\u5177\u7684\u5b89\u88c5&#xff0c;\u65e8\u5728\u4e3a\u7cfb\u7edf\u7684\u987a\u5229\u5f00\u53d1\u63d0\u4f9b\u575a\u5b9e\u7684\u57fa\u7840\u3002<\/p>\n<h5>2. \u8f6f\u4ef6\u73af\u5883<\/h5>\n<p>\u672c\u7cfb\u7edf\u5f00\u53d1\u6240\u4f9d\u8d56\u7684\u8f6f\u4ef6\u73af\u5883\u5982\u4e0b&#xff1a;<\/p>\n<h6>2.1 \u64cd\u4f5c\u7cfb\u7edf<\/h6>\n<ul>\n<li>\u64cd\u4f5c\u7cfb\u7edf\u7c7b\u578b&#xff1a;Linux (\u63a8\u8350\u4f7f\u7528Ubuntu 18.04)<\/li>\n<li>\u9009\u62e9\u7406\u7531&#xff1a;Linux\u64cd\u4f5c\u7cfb\u7edf\u5177\u6709\u5f00\u6e90\u3001\u7a33\u5b9a\u3001\u5b89\u5168\u6027\u9ad8\u7b49\u7279\u70b9&#xff0c;\u662f\u670d\u52a1\u5668\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u5f00\u53d1\u7684\u7406\u60f3\u5e73\u53f0\u3002<\/li>\n<\/ul>\n<h6>2.2 \u7f16\u7a0b\u8bed\u8a00<\/h6>\n<ul>\n<li>\u7f16\u7a0b\u8bed\u8a00&#xff1a;Python 3.8<\/li>\n<li>\u9009\u62e9\u7406\u7531&#xff1a;Python\u5177\u6709\u7b80\u6d01\u6613\u8bfb\u7684\u8bed\u6cd5\u3001\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u548c\u6d3b\u8dc3\u7684\u793e\u533a\u751f\u6001&#xff0c;\u662f\u5f00\u53d1\u670d\u52a1\u5668\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u9996\u9009\u8bed\u8a00\u3002<\/li>\n<\/ul>\n<h6>2.3 \u5f00\u53d1\u5de5\u5177<\/h6>\n<ul>\n<li>\u96c6\u6210\u5f00\u53d1\u73af\u5883 (IDE)&#xff1a;PyCharm Professional<\/li>\n<li>\u9009\u62e9\u7406\u7531&#xff1a;PyCharm\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u4ee3\u7801\u7f16\u8f91\u3001\u8c03\u8bd5\u548c\u9879\u76ee\u7ba1\u7406\u529f\u80fd&#xff0c;\u6709\u52a9\u4e8e\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<\/ul>\n<h6>2.4 \u6570\u636e\u5e93<\/h6>\n<ul>\n<li>\u6570\u636e\u5e93\u7c7b\u578b&#xff1a;SQLite 3.31.1<\/li>\n<li>\u9009\u62e9\u7406\u7531&#xff1a;SQLite\u8f7b\u91cf\u7ea7\u3001\u6613\u4e8e\u90e8\u7f72\u548c\u7ef4\u62a4&#xff0c;\u9002\u5408\u5c0f\u578b\u670d\u52a1\u5668\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6570\u636e\u5b58\u50a8\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h6>2.5 \u76d1\u63a7\u4e0e\u544a\u8b66\u5e93<\/h6>\n<ul>\n<li>\n<p>\u76d1\u63a7\u5e93&#xff1a;psutil 5.7.3<\/p>\n<\/li>\n<li>\n<p>\u9009\u62e9\u7406\u7531&#xff1a;psutil\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u63a5\u53e3&#xff0c;\u53ef\u4ee5\u65b9\u4fbf\u5730\u83b7\u53d6\u7cfb\u7edf&#xff08;CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49&#xff09;\u548c\u8fdb\u7a0b\u4fe1\u606f&#xff0c;\u662f\u670d\u52a1\u5668\u76d1\u63a7\u6570\u636e\u91c7\u96c6\u7684\u6838\u5fc3\u5e93\u3002<\/p>\n<\/li>\n<li>\n<p>\u544a\u8b66\u5e93&#xff1a;smtplib 1.0.2<\/p>\n<\/li>\n<li>\n<p>\u9009\u62e9\u7406\u7531&#xff1a;smtplib\u662fPython\u6807\u51c6\u5e93\u4e2d\u7684\u90ae\u4ef6\u53d1\u9001\u6a21\u5757&#xff0c;\u53ef\u4ee5\u7528\u4e8e\u53d1\u9001\u544a\u8b66\u90ae\u4ef6\u3002<\/p>\n<\/li>\n<\/ul>\n<h5>3. \u786c\u4ef6\u73af\u5883<\/h5>\n<p>\u672c\u7cfb\u7edf\u5f00\u53d1\u6240\u4f9d\u8d56\u7684\u786c\u4ef6\u73af\u5883\u5982\u4e0b&#xff1a;<\/p>\n<h6>3.1 \u670d\u52a1\u5668<\/h6>\n<ul>\n<li>\u5904\u7406\u5668&#xff1a;Intel Xeon E5-2680 v4<\/li>\n<li>\u5185\u5b58&#xff1a;64GB DDR4<\/li>\n<li>\u5b58\u50a8&#xff1a;1TB SSD<\/li>\n<li>\u7f51\u7edc&#xff1a;10Gbps\u4ee5\u592a\u7f51<\/li>\n<\/ul>\n<h6>3.2 \u663e\u793a\u8bbe\u5907<\/h6>\n<ul>\n<li>\u663e\u793a\u5668&#xff1a;27\u82f1\u5bf8 4K\u5206\u8fa8\u7387<\/li>\n<li>\u9009\u62e9\u7406\u7531&#xff1a;\u9ad8\u5206\u8fa8\u7387\u663e\u793a\u5668\u53ef\u4ee5\u63d0\u4f9b\u66f4\u6e05\u6670\u7684\u754c\u9762\u663e\u793a&#xff0c;\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<h5>4. \u5f00\u53d1\u73af\u5883\u914d\u7f6e<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u5f00\u53d1\u73af\u5883\u914d\u7f6e\u7684\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token comment\"># \u5b89\u88c5Python\u548cPyCharm<\/span><br \/>\nsudo apt update<br \/>\nsudo apt install python3 python3<span class=\"token operator\">&#8211;<\/span>pip<br \/>\npip3 install pycharm<span class=\"token operator\">&#8211;<\/span>community<\/p>\n<p><span class=\"token comment\"># \u5b89\u88c5psutil\u5e93<\/span><br \/>\npip3 install psutil<\/p>\n<p><span class=\"token comment\"># \u914d\u7f6e\u90ae\u4ef6\u53d1\u9001<\/span><br \/>\n<span class=\"token keyword\">import<\/span> smtplib<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>mime<span class=\"token punctuation\">.<\/span>text <span class=\"token keyword\">import<\/span> MIMEText<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>header <span class=\"token keyword\">import<\/span> Header<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">send_email<\/span><span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> to_email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    sender <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your_email&#064;example.com&#039;<\/span><br \/>\n    password <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;your_password&#039;<\/span><br \/>\n    smtp_server <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#039;smtp.example.com&#039;<\/span><\/p>\n<p>    message <span class=\"token operator\">&#061;<\/span> MIMEText<span class=\"token punctuation\">(<\/span>content<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;plain&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;From&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u544a\u8b66\u7cfb\u7edf&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;To&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7ba1\u7406\u5458&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;Subject&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u670d\u52a1\u5668\u6027\u80fd\u544a\u8b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        smtp_obj <span class=\"token operator\">&#061;<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTP_SSL<span class=\"token punctuation\">(<\/span>smtp_server<span class=\"token punctuation\">,<\/span> <span class=\"token number\">465<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>login<span class=\"token punctuation\">(<\/span>sender<span class=\"token punctuation\">,<\/span> password<span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>sendmail<span class=\"token punctuation\">(<\/span>sender<span class=\"token punctuation\">,<\/span> to_email<span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">.<\/span>as_string<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u6210\u529f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTPException <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><\/p>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u5f00\u53d1\u73af\u5883\u642d\u5efa\u8fc7\u7a0b\u4e2d\u6ce8\u91cd\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u90e8\u7f72&#xff1a;\u901a\u8fc7\u811a\u672c\u81ea\u52a8\u5316\u5b89\u88c5\u548c\u914d\u7f6e\u5f00\u53d1\u73af\u5883&#xff0c;\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/li>\n<li>\u5bb9\u5668\u5316\u6280\u672f&#xff1a;\u5229\u7528Docker\u5bb9\u5668\u6280\u672f&#xff0c;\u5b9e\u73b0\u5f00\u53d1\u73af\u5883\u7684\u6807\u51c6\u5316\u548c\u53ef\u79fb\u690d\u6027\u3002<\/li>\n<li>\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u90e8\u7f72 (CI\/CD)&#xff1a;\u91c7\u7528CI\/CD\u5de5\u5177&#xff0c;\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u90e8\u7f72&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u5f00\u53d1\u73af\u5883\u642d\u5efa&#xff0c;\u672c\u7cfb\u7edf\u4e3a\u540e\u7eed\u7684\u5f00\u53d1\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u63d0\u4f9b\u4e86\u7a33\u5b9a\u3001\u9ad8\u6548\u7684\u57fa\u7840\u3002<\/p>\n<h4>4.2.\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6838\u5fc3\u73af\u8282&#xff0c;\u5b83\u8d1f\u8d23\u6536\u96c6\u3001\u5b58\u50a8\u548c\u5206\u6790\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u4e3a\u540e\u7eed\u7684\u76d1\u63a7\u548c\u544a\u8b66\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\u8fc7\u7a0b&#xff0c;\u5305\u62ec\u6570\u636e\u91c7\u96c6\u65b9\u6cd5\u3001\u6570\u636e\u5b58\u50a8\u548c\u6570\u636e\u5206\u6790&#xff0c;\u5e76\u63a2\u8ba8\u5176\u521b\u65b0\u6027\u8bbe\u8ba1\u3002<\/p>\n<h5>2. \u6570\u636e\u91c7\u96c6<\/h5>\n<p>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u8d1f\u8d23\u4ece\u670d\u52a1\u5668\u4e0a\u83b7\u53d6\u6027\u80fd\u6570\u636e&#xff0c;\u5305\u62ecCPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8\u4f7f\u7528\u7387\u3001\u7f51\u7edc\u6d41\u91cf\u7b49\u5173\u952e\u6307\u6807\u3002\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u6570\u636e\u91c7\u96c6\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u7cfb\u7edf\u8c03\u7528&#xff1a;\u5229\u7528Python\u7684psutil\u5e93&#xff0c;\u901a\u8fc7\u7cfb\u7edf\u8c03\u7528\u83b7\u53d6\u670d\u52a1\u5668\u786c\u4ef6\u548c\u8f6f\u4ef6\u5c42\u9762\u7684\u6027\u80fd\u6570\u636e\u3002<\/li>\n<li>SSH\u8fdc\u7a0b\u8fde\u63a5&#xff1a;\u5bf9\u4e8e\u8fdc\u7a0b\u670d\u52a1\u5668&#xff0c;\u901a\u8fc7SSH\u8fdc\u7a0b\u8fde\u63a5\u6267\u884c\u547d\u4ee4&#xff0c;\u83b7\u53d6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u3002<\/li>\n<li>API\u63a5\u53e3&#xff1a;\u90e8\u5206\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u53ef\u901a\u8fc7API\u63a5\u53e3\u83b7\u53d6&#xff0c;\u5982\u4e91\u670d\u52a1\u63d0\u4f9b\u5546\u63d0\u4f9b\u7684API\u63a5\u53e3\u3002<\/li>\n<\/ul>\n<h5>3. \u6570\u636e\u5b58\u50a8<\/h5>\n<p>\u91c7\u96c6\u5230\u7684\u6570\u636e\u9700\u8981\u5b58\u50a8\u5728\u6570\u636e\u5e93\u4e2d&#xff0c;\u4ee5\u4fbf\u540e\u7eed\u7684\u6570\u636e\u5206\u6790\u548c\u67e5\u8be2\u3002\u672c\u7cfb\u7edf\u91c7\u7528SQLite\u6570\u636e\u5e93\u8fdb\u884c\u6570\u636e\u5b58\u50a8&#xff0c;\u539f\u56e0\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8f7b\u91cf\u7ea7&#xff1a;SQLite\u6570\u636e\u5e93\u8f7b\u91cf\u7ea7&#xff0c;\u6613\u4e8e\u90e8\u7f72\u548c\u7ef4\u62a4\u3002<\/li>\n<li>\u5d4c\u5165\u5f0f&#xff1a;SQLite\u53ef\u4ee5\u4f5c\u4e3a\u5d4c\u5165\u5f0f\u6570\u636e\u5e93&#xff0c;\u51cf\u5c11\u7cfb\u7edf\u590d\u6742\u5ea6\u3002<\/li>\n<\/ul>\n<p>\u6570\u636e\u5b58\u50a8\u7ed3\u6784\u5982\u4e0b\u8868\u6240\u793a&#xff1a;<\/p>\n<table>\n<tr>\u8868\u540d\u5b57\u6bb5\u8bf4\u660e<\/tr>\n<tbody>\n<tr>\n<td>metrics<\/td>\n<td>id<\/td>\n<td>\u6570\u636e\u8bb0\u5f55ID<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>timestamp<\/td>\n<td>\u6570\u636e\u91c7\u96c6\u65f6\u95f4\u6233<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>cpu_usage<\/td>\n<td>CPU\u4f7f\u7528\u7387<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>memory_usage<\/td>\n<td>\u5185\u5b58\u4f7f\u7528\u7387<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>disk_usage<\/td>\n<td>\u78c1\u76d8\u4f7f\u7528\u7387<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>network_io<\/td>\n<td>\u7f51\u7edc\u6d41\u91cf<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>alert<\/td>\n<td>\u662f\u5426\u89e6\u53d1\u544a\u8b66<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>4. \u6570\u636e\u5904\u7406<\/h5>\n<p>\u6570\u636e\u5904\u7406\u6a21\u5757\u8d1f\u8d23\u5bf9\u91c7\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u6e05\u6d17\u3001\u8f6c\u6362\u548c\u5206\u6790&#xff0c;\u4e3a\u76d1\u63a7\u7b97\u6cd5\u63d0\u4f9b\u652f\u6301\u3002\u4e3b\u8981\u5904\u7406\u6b65\u9aa4\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u6e05\u6d17&#xff1a;\u53bb\u9664\u91cd\u590d\u6570\u636e\u3001\u65e0\u6548\u6570\u636e&#xff0c;\u4fdd\u8bc1\u6570\u636e\u8d28\u91cf\u3002<\/li>\n<li>\u6570\u636e\u8f6c\u6362&#xff1a;\u5c06\u91c7\u96c6\u5230\u7684\u539f\u59cb\u6570\u636e\u8f6c\u6362\u4e3a\u9002\u5408\u5206\u6790\u548c\u5b58\u50a8\u7684\u683c\u5f0f\u3002<\/li>\n<li>\u6570\u636e\u5206\u6790&#xff1a;\u5229\u7528\u7edf\u8ba1\u5206\u6790\u3001\u673a\u5668\u5b66\u4e60\u7b49\u65b9\u6cd5\u5bf9\u6570\u636e\u8fdb\u884c\u6df1\u5165\u5206\u6790&#xff0c;\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u548c\u8d8b\u52bf\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406\u65b9\u9762\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u53bb\u91cd&#xff1a;\u901a\u8fc7\u65f6\u95f4\u6233\u548c\u6821\u9a8c\u548c\u7b49\u6280\u672f&#xff0c;\u6709\u6548\u53bb\u9664\u91cd\u590d\u6570\u636e&#xff0c;\u63d0\u9ad8\u6570\u636e\u8d28\u91cf\u3002<\/li>\n<li>\u6570\u636e\u538b\u7f29&#xff1a;\u91c7\u7528zlib\u5e93\u5bf9\u6570\u636e\u8fdb\u884c\u538b\u7f29&#xff0c;\u51cf\u5c11\u6570\u636e\u5b58\u50a8\u548c\u4f20\u8f93\u538b\u529b\u3002<\/li>\n<li>\u6570\u636e\u540c\u6b65&#xff1a;\u901a\u8fc7\u65f6\u95f4\u6233\u548c\u6821\u9a8c\u548c\u7b49\u6280\u672f&#xff0c;\u786e\u4fdd\u6570\u636e\u5728\u4e0d\u540c\u8282\u70b9\u4e4b\u95f4\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406&#xff0c;\u672c\u7cfb\u7edf\u4e3a\u540e\u7eed\u7684\u76d1\u63a7\u548c\u544a\u8b66\u63d0\u4f9b\u4e86\u53ef\u9760\u3001\u9ad8\u6548\u7684\u6570\u636e\u652f\u6301\u3002<\/p>\n<h4>4.3.\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u76d1\u63a7\u6a21\u5757\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6838\u5fc3\u529f\u80fd\u6a21\u5757&#xff0c;\u5b83\u8d1f\u8d23\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u5e76\u6839\u636e\u9884\u8bbe\u89c4\u5219\u548c\u7b97\u6cd5\u5224\u65ad\u662f\u5426\u5b58\u5728\u5f02\u5e38\u60c5\u51b5&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0&#xff0c;\u5305\u62ec\u76d1\u63a7\u7b56\u7565\u3001\u7b97\u6cd5\u9009\u62e9\u548c\u5b9e\u73b0\u7ec6\u8282\u3002<\/p>\n<h5>2. \u76d1\u63a7\u7b56\u7565<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u76d1\u63a7\u7b56\u7565&#xff1a;<\/p>\n<ul>\n<li>\u9608\u503c\u76d1\u63a7&#xff1a;\u6839\u636e\u9884\u8bbe\u7684\u9608\u503c&#xff0c;\u5224\u65ad\u76d1\u63a7\u6307\u6807\u662f\u5426\u8d85\u8fc7\u6b63\u5e38\u8303\u56f4&#xff0c;\u4ece\u800c\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u503c&#xff0c;\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u95ee\u9898\u3002<\/li>\n<\/ul>\n<h5>3. \u76d1\u63a7\u7b97\u6cd5<\/h5>\n<h6>3.1 \u9608\u503c\u76d1\u63a7\u7b97\u6cd5<\/h6>\n<p>\u9608\u503c\u76d1\u63a7\u7b97\u6cd5\u91c7\u7528\u4ee5\u4e0b\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u9759\u6001\u9608\u503c&#xff1a;\u6839\u636e\u5386\u53f2\u6570\u636e\u548c\u4e1a\u52a1\u9700\u6c42\u8bbe\u7f6e\u56fa\u5b9a\u9608\u503c\u3002<\/li>\n<li>\u52a8\u6001\u9608\u503c&#xff1a;\u6839\u636e\u5b9e\u65f6\u6570\u636e\u52a8\u6001\u8c03\u6574\u9608\u503c&#xff0c;\u4ee5\u9002\u5e94\u6027\u80fd\u6307\u6807\u7684\u53d8\u5316\u3002<\/li>\n<\/ul>\n<h6>3.2 \u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5<\/h6>\n<p>\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5\u91c7\u7528\u4ee5\u4e0b\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u57fa\u4e8e\u7edf\u8ba1\u7684\u65b9\u6cd5&#xff1a;\u5982Z-score\u3001IQR&#xff08;\u56db\u5206\u4f4d\u6570\u95f4\u8ddd&#xff09;\u7b49&#xff0c;\u901a\u8fc7\u8ba1\u7b97\u6570\u636e\u7684\u7edf\u8ba1\u91cf\u6765\u5224\u65ad\u5f02\u5e38\u3002<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u65b9\u6cd5&#xff1a;\u5982K-means\u805a\u7c7b\u3001\u5b64\u7acb\u68ee\u6797\u7b49&#xff0c;\u901a\u8fc7\u5b66\u4e60\u6b63\u5e38\u6570\u636e\u5206\u5e03&#xff0c;\u8bc6\u522b\u5f02\u5e38\u6570\u636e\u3002<\/li>\n<\/ul>\n<h5>4. \u76d1\u63a7\u6a21\u5757\u5b9e\u73b0<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0\u7684\u5173\u952e\u4ee3\u7801\u7247\u6bb5&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> psutil<br \/>\n<span class=\"token keyword\">from<\/span> sklearn<span class=\"token punctuation\">.<\/span>cluster <span class=\"token keyword\">import<\/span> KMeans<br \/>\n<span class=\"token keyword\">import<\/span> numpy <span class=\"token keyword\">as<\/span> np<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6CPU\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>cpu_percent<span class=\"token punctuation\">(<\/span>interval<span class=\"token operator\">&#061;<\/span><span class=\"token number\">1<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u5185\u5b58\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_memory_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>virtual_memory<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u78c1\u76d8\u4f7f\u7528\u7387<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_disk_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\/&#039;<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>percent<\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u7f51\u7edc\u6d41\u91cf<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_network_io<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> psutil<span class=\"token punctuation\">.<\/span>net_io_counters<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u9608\u503c\u76d1\u63a7<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">threshold_monitoring<\/span><span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> memory_usage<span class=\"token punctuation\">,<\/span> disk_usage<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    cpu_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">80<\/span><br \/>\n    memory_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">80<\/span><br \/>\n    disk_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">80<\/span><br \/>\n    network_threshold <span class=\"token operator\">&#061;<\/span> <span class=\"token number\">1000000<\/span><\/p>\n<p>    <span class=\"token keyword\">if<\/span> cpu_usage <span class=\"token operator\">&gt;<\/span> cpu_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>cpu_usage<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> memory_usage <span class=\"token operator\">&gt;<\/span> memory_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;\u5185\u5b58\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>memory_usage<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> disk_usage <span class=\"token operator\">&gt;<\/span> disk_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;\u78c1\u76d8\u4f7f\u7528\u7387\u8fc7\u9ad8&#xff0c;\u5f53\u524d\u4f7f\u7528\u7387\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>disk_usage<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">%&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">if<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_sent <span class=\"token operator\">&gt;<\/span> network_threshold <span class=\"token keyword\">or<\/span> network_io<span class=\"token punctuation\">.<\/span>bytes_recv <span class=\"token operator\">&gt;<\/span> network_threshold<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string-interpolation\"><span class=\"token string\">f&#034;\u544a\u8b66&#xff1a;\u7f51\u7edc\u6d41\u91cf\u8fc7\u9ad8&#xff0c;\u53d1\u9001\u91cf\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>network_io<span class=\"token punctuation\">.<\/span>bytes_sent<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#xff0c;\u63a5\u6536\u91cf\u4e3a<\/span><span class=\"token interpolation\"><span class=\"token punctuation\">{<\/span>network_io<span class=\"token punctuation\">.<\/span>bytes_recv<span class=\"token punctuation\">}<\/span><\/span><span class=\"token string\">&#034;<\/span><\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u5f02\u5e38\u68c0\u6d4b<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">anomaly_detection<\/span><span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">,<\/span> n_clusters<span class=\"token operator\">&#061;<\/span><span class=\"token number\">3<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    kmeans <span class=\"token operator\">&#061;<\/span> KMeans<span class=\"token punctuation\">(<\/span>n_clusters<span class=\"token operator\">&#061;<\/span>n_clusters<span class=\"token punctuation\">,<\/span> random_state<span class=\"token operator\">&#061;<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>fit<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">return<\/span> kmeans<span class=\"token punctuation\">.<\/span>labels_<\/p>\n<p><span class=\"token comment\"># \u4e3b\u51fd\u6570<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">main<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">while<\/span> <span class=\"token boolean\">True<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        cpu_usage <span class=\"token operator\">&#061;<\/span> get_cpu_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        memory_usage <span class=\"token operator\">&#061;<\/span> get_memory_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        disk_usage <span class=\"token operator\">&#061;<\/span> get_disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        network_io <span class=\"token operator\">&#061;<\/span> get_network_io<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        threshold_monitoring<span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> memory_usage<span class=\"token punctuation\">,<\/span> disk_usage<span class=\"token punctuation\">,<\/span> network_io<span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u5047\u8bbedata\u4e3a\u91c7\u96c6\u5230\u7684\u6027\u80fd\u6570\u636e<\/span><br \/>\n        labels <span class=\"token operator\">&#061;<\/span> anomaly_detection<span class=\"token punctuation\">(<\/span>data<span class=\"token punctuation\">)<\/span><\/p>\n<p>        time<span class=\"token punctuation\">.<\/span>sleep<span class=\"token punctuation\">(<\/span><span class=\"token number\">5<\/span><span class=\"token punctuation\">)<\/span>  <span class=\"token comment\"># \u6bcf5\u79d2\u68c0\u67e5\u4e00\u6b21<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    main<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0\u65b9\u9762\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u7b97\u6cd5&#xff1a;\u7ed3\u5408\u9608\u503c\u76d1\u63a7\u548c\u5f02\u5e38\u68c0\u6d4b\u7b97\u6cd5&#xff0c;\u63d0\u9ad8\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u5168\u9762\u6027\u3002<\/li>\n<li>\u81ea\u9002\u5e94\u9608\u503c\u8c03\u6574&#xff1a;\u6839\u636e\u5b9e\u65f6\u6570\u636e\u52a8\u6001\u8c03\u6574\u9608\u503c&#xff0c;\u63d0\u9ad8\u9608\u503c\u8bbe\u7f6e\u7684\u7075\u6d3b\u6027\u3002<\/li>\n<li>\u57fa\u4e8e\u673a\u5668\u5b66\u4e60\u7684\u5f02\u5e38\u68c0\u6d4b&#xff1a;\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u8bc6\u522b\u5f02\u5e38\u6a21\u5f0f&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u76d1\u63a7\u6a21\u5757\u5b9e\u73b0&#xff0c;\u672c\u7cfb\u7edf\u80fd\u591f\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u5668\u6027\u80fd&#xff0c;\u5e76\u6839\u636e\u9884\u8bbe\u89c4\u5219\u548c\u7b97\u6cd5\u5224\u65ad\u662f\u5426\u5b58\u5728\u5f02\u5e38\u60c5\u51b5&#xff0c;\u89e6\u53d1\u544a\u8b66&#xff0c;\u4e3a\u7ba1\u7406\u5458\u63d0\u4f9b\u6709\u6548\u7684\u76d1\u63a7\u548c\u95ee\u9898\u5904\u7406\u624b\u6bb5\u3002<\/p>\n<h4>4.4.\u544a\u8b66\u6a21\u5757\u5b9e\u73b0<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u544a\u8b66\u6a21\u5757\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u4e2d\u81f3\u5173\u91cd\u8981\u7684\u7ec4\u6210\u90e8\u5206&#xff0c;\u5176\u529f\u80fd\u662f\u5bf9\u76d1\u63a7\u5230\u7684\u5f02\u5e38\u60c5\u51b5\u8fdb\u884c\u53ca\u65f6\u901a\u77e5&#xff0c;\u786e\u4fdd\u7ba1\u7406\u5458\u80fd\u591f\u8fc5\u901f\u54cd\u5e94\u5e76\u5904\u7406\u95ee\u9898\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u544a\u8b66\u6a21\u5757\u7684\u5b9e\u73b0&#xff0c;\u5305\u62ec\u544a\u8b66\u89e6\u53d1\u6761\u4ef6\u3001\u544a\u8b66\u7ea7\u522b\u5212\u5206\u3001\u544a\u8b66\u901a\u77e5\u65b9\u5f0f\u4ee5\u53ca\u521b\u65b0\u6027\u8bbe\u8ba1\u3002<\/p>\n<h5>2. \u544a\u8b66\u89e6\u53d1\u6761\u4ef6<\/h5>\n<p>\u544a\u8b66\u6a21\u5757\u7684\u89e6\u53d1\u6761\u4ef6\u57fa\u4e8e\u76d1\u63a7\u6a21\u5757\u7684\u5206\u6790\u7ed3\u679c&#xff0c;\u4e3b\u8981\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd&#xff1a;<\/p>\n<ul>\n<li>\u9608\u503c\u544a\u8b66&#xff1a;\u5f53\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9884\u8bbe\u7684\u9608\u503c\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u5f02\u5e38\u544a\u8b66&#xff1a;\u5f53\u76d1\u63a7\u7b97\u6cd5\u68c0\u6d4b\u5230\u5f02\u5e38\u6570\u636e\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<li>\u7ec4\u5408\u544a\u8b66&#xff1a;\u5f53\u591a\u4e2a\u76d1\u63a7\u6307\u6807\u540c\u65f6\u8d85\u8fc7\u9608\u503c\u6216\u68c0\u6d4b\u5230\u5f02\u5e38\u65f6&#xff0c;\u89e6\u53d1\u544a\u8b66\u3002<\/li>\n<\/ul>\n<h5>3. \u544a\u8b66\u7ea7\u522b\u5212\u5206<\/h5>\n<p>\u4e3a\u4e86\u4fbf\u4e8e\u7ba1\u7406\u5458\u5feb\u901f\u8bc6\u522b\u548c\u5904\u7406\u544a\u8b66\u4fe1\u606f&#xff0c;\u672c\u7cfb\u7edf\u5c06\u544a\u8b66\u5206\u4e3a\u4ee5\u4e0b\u7ea7\u522b&#xff1a;<\/p>\n<ul>\n<li>\u666e\u901a\u544a\u8b66&#xff1a;\u8868\u793a\u8f7b\u5fae\u7684\u6027\u80fd\u95ee\u9898&#xff0c;\u53ef\u80fd\u5bf9\u7cfb\u7edf\u8fd0\u884c\u9020\u6210\u4e00\u5b9a\u5f71\u54cd\u3002<\/li>\n<li>\u4e25\u91cd\u544a\u8b66&#xff1a;\u8868\u793a\u4e25\u91cd\u7684\u6027\u80fd\u95ee\u9898&#xff0c;\u53ef\u80fd\u5bf9\u7cfb\u7edf\u6b63\u5e38\u8fd0\u884c\u9020\u6210\u5a01\u80c1\u3002<\/li>\n<li>\u7d27\u6025\u544a\u8b66&#xff1a;\u8868\u793a\u7cfb\u7edf\u51fa\u73b0\u4e25\u91cd\u6545\u969c&#xff0c;\u9700\u8981\u7acb\u5373\u5904\u7406\u3002<\/li>\n<\/ul>\n<h5>4. \u544a\u8b66\u901a\u77e5\u65b9\u5f0f<\/h5>\n<p>\u672c\u7cfb\u7edf\u63d0\u4f9b\u591a\u79cd\u544a\u8b66\u901a\u77e5\u65b9\u5f0f&#xff0c;\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u90ae\u4ef6\u901a\u77e5&#xff1a;\u53d1\u9001\u90ae\u4ef6\u81f3\u7ba1\u7406\u5458\u90ae\u7bb1&#xff0c;\u5305\u542b\u544a\u8b66\u4fe1\u606f\u548c\u76f8\u5173\u6570\u636e\u3002<\/li>\n<li>\u77ed\u4fe1\u901a\u77e5&#xff1a;\u901a\u8fc7\u77ed\u4fe1\u5e73\u53f0\u53d1\u9001\u77ed\u4fe1\u81f3\u7ba1\u7406\u5458\u624b\u673a\u3002<\/li>\n<li>\u7cfb\u7edf\u6d88\u606f&#xff1a;\u5728\u76d1\u63a7\u7cfb\u7edf\u7684\u7528\u6237\u754c\u9762\u4e2d\u663e\u793a\u544a\u8b66\u4fe1\u606f\u3002<\/li>\n<\/ul>\n<h5>5. \u544a\u8b66\u901a\u77e5\u5b9e\u73b0<\/h5>\n<p>\u544a\u8b66\u901a\u77e5\u7684\u5b9e\u73b0\u6d89\u53ca\u4ee5\u4e0b\u51e0\u4e2a\u6b65\u9aa4&#xff1a;<\/p>\n<h6>5.1 \u90ae\u4ef6\u544a\u8b66<\/h6>\n<p>\u4ee5\u4e0b\u4e3a\u53d1\u9001\u90ae\u4ef6\u544a\u8b66\u7684\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> smtplib<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>mime<span class=\"token punctuation\">.<\/span>text <span class=\"token keyword\">import<\/span> MIMEText<br \/>\n<span class=\"token keyword\">from<\/span> email<span class=\"token punctuation\">.<\/span>header <span class=\"token keyword\">import<\/span> Header<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">send_email_alert<\/span><span class=\"token punctuation\">(<\/span>alert_content<span class=\"token punctuation\">,<\/span> recipient_email<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    sender_email <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;your_email&#064;example.com&#034;<\/span><br \/>\n    sender_password <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;your_password&#034;<\/span><br \/>\n    smtp_server <span class=\"token operator\">&#061;<\/span> <span class=\"token string\">&#034;smtp.example.com&#034;<\/span><\/p>\n<p>    message <span class=\"token operator\">&#061;<\/span> MIMEText<span class=\"token punctuation\">(<\/span>alert_content<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;plain&#039;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;From&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u544a\u8b66\u7cfb\u7edf&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;To&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u7ba1\u7406\u5458&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    message<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;Subject&#039;<\/span><span class=\"token punctuation\">]<\/span> <span class=\"token operator\">&#061;<\/span> Header<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u670d\u52a1\u5668\u6027\u80fd\u544a\u8b66&#034;<\/span><span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#039;utf-8&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">try<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        smtp_obj <span class=\"token operator\">&#061;<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTP_SSL<span class=\"token punctuation\">(<\/span>smtp_server<span class=\"token punctuation\">,<\/span> <span class=\"token number\">465<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>login<span class=\"token punctuation\">(<\/span>sender_email<span class=\"token punctuation\">,<\/span> sender_password<span class=\"token punctuation\">)<\/span><br \/>\n        smtp_obj<span class=\"token punctuation\">.<\/span>sendmail<span class=\"token punctuation\">(<\/span>sender_email<span class=\"token punctuation\">,<\/span> <span class=\"token punctuation\">[<\/span>recipient_email<span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">,<\/span> message<span class=\"token punctuation\">.<\/span>as_string<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u6210\u529f&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    <span class=\"token keyword\">except<\/span> smtplib<span class=\"token punctuation\">.<\/span>SMTPException <span class=\"token keyword\">as<\/span> e<span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token keyword\">print<\/span><span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u90ae\u4ef6\u53d1\u9001\u5931\u8d25&#034;<\/span><span class=\"token punctuation\">,<\/span> e<span class=\"token punctuation\">)<\/span><\/p>\n<h6>5.2 \u77ed\u4fe1\u544a\u8b66<\/h6>\n<p>\u77ed\u4fe1\u544a\u8b66\u7684\u5b9e\u73b0\u901a\u5e38\u9700\u8981\u501f\u52a9\u7b2c\u4e09\u65b9\u77ed\u4fe1\u670d\u52a1\u63d0\u4f9b\u5546\u7684API\u3002\u4ee5\u4e0b\u4e3a\u53d1\u9001\u77ed\u4fe1\u544a\u8b66\u7684\u4f2a\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">send_sms_alert<\/span><span class=\"token punctuation\">(<\/span>alert_content<span class=\"token punctuation\">,<\/span> recipient_phone<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u4f7f\u7528\u7b2c\u4e09\u65b9\u77ed\u4fe1\u670d\u52a1\u63d0\u4f9b\u5546\u7684API\u53d1\u9001\u77ed\u4fe1<\/span><br \/>\n    <span class=\"token comment\"># API\u8c03\u7528\u53c2\u6570\u5305\u62ec&#xff1a;\u670d\u52a1\u63d0\u4f9b\u5546API URL&#xff0c;API\u5bc6\u94a5&#xff0c;\u63a5\u6536\u8005\u624b\u673a\u53f7\u7801&#xff0c;\u77ed\u4fe1\u5185\u5bb9<\/span><br \/>\n    <span class=\"token keyword\">pass<\/span><\/p>\n<h6>5.3 \u7cfb\u7edf\u6d88\u606f\u544a\u8b66<\/h6>\n<p>\u7cfb\u7edf\u6d88\u606f\u544a\u8b66\u901a\u5e38\u5728\u76d1\u63a7\u7cfb\u7edf\u7684\u7528\u6237\u754c\u9762\u4e2d\u663e\u793a&#xff0c;\u4ee5\u4e0b\u4e3a\u5728Tkinter GUI\u4e2d\u663e\u793a\u7cfb\u7edf\u6d88\u606f\u7684\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> tkinter <span class=\"token keyword\">as<\/span> tk<br \/>\n<span class=\"token keyword\">from<\/span> tkinter <span class=\"token keyword\">import<\/span> messagebox<\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">show_system_message<\/span><span class=\"token punctuation\">(<\/span>alert_content<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    messagebox<span class=\"token punctuation\">.<\/span>showwarning<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u544a\u8b66&#034;<\/span><span class=\"token punctuation\">,<\/span> alert_content<span class=\"token punctuation\">)<\/span><\/p>\n<h5>6. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u544a\u8b66\u6a21\u5757\u5b9e\u73b0\u65b9\u9762\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u667a\u80fd\u544a\u8b66&#xff1a;\u7ed3\u5408\u5386\u53f2\u6570\u636e\u548c\u5b9e\u65f6\u6570\u636e&#xff0c;\u5bf9\u544a\u8b66\u4fe1\u606f\u8fdb\u884c\u667a\u80fd\u5206\u6790&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u6709\u6548\u6027\u3002<\/li>\n<li>\u9884\u6d4b\u6027\u544a\u8b66&#xff1a;\u6839\u636e\u5386\u53f2\u6570\u636e\u9884\u6d4b\u6f5c\u5728\u6545\u969c&#xff0c;\u63d0\u524d\u53d1\u51fa\u544a\u8b66\u3002<\/li>\n<li>\u544a\u8b66\u53bb\u91cd&#xff1a;\u907f\u514d\u91cd\u590d\u544a\u8b66&#xff0c;\u51cf\u5c11\u7ba1\u7406\u5458\u7684\u5de5\u4f5c\u91cf\u3002<\/li>\n<li>\u544a\u8b66\u6291\u5236&#xff1a;\u5728\u4e00\u5b9a\u65f6\u95f4\u5185&#xff0c;\u5bf9\u540c\u4e00\u95ee\u9898\u7684\u544a\u8b66\u8fdb\u884c\u6291\u5236&#xff0c;\u907f\u514d\u9891\u7e41\u6253\u6270\u7ba1\u7406\u5458\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u544a\u8b66\u6a21\u5757\u5b9e\u73b0&#xff0c;\u672c\u7cfb\u7edf\u80fd\u591f\u5728\u76d1\u63a7\u5230\u5f02\u5e38\u60c5\u51b5\u65f6&#xff0c;\u53ca\u65f6\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u901a\u77e5\u7ba1\u7406\u5458&#xff0c;\u786e\u4fdd\u7ba1\u7406\u5458\u80fd\u591f\u8fc5\u901f\u54cd\u5e94\u5e76\u5904\u7406\u95ee\u9898&#xff0c;\u4ece\u800c\u63d0\u9ad8\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<h4>4.5.\u7528\u6237\u754c\u9762\u5b9e\u73b0<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u7528\u6237\u754c\u9762&#xff08;UI&#xff09;\u662f\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u4e0e\u7528\u6237\u4ea4\u4e92\u7684\u6865\u6881&#xff0c;\u5176\u8bbe\u8ba1\u76f4\u63a5\u5f71\u54cd\u5230\u7ba1\u7406\u5458\u5bf9\u76d1\u63a7\u6570\u636e\u7684\u611f\u77e5\u548c\u64cd\u4f5c\u6548\u7387\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u7528\u6237\u754c\u9762\u5b9e\u73b0&#xff0c;\u5305\u62ec\u754c\u9762\u8bbe\u8ba1\u539f\u5219\u3001\u754c\u9762\u5e03\u5c40\u3001\u4ea4\u4e92\u8bbe\u8ba1\u548c\u521b\u65b0\u6027\u5143\u7d20\u3002<\/p>\n<h5>2. \u754c\u9762\u8bbe\u8ba1\u539f\u5219<\/h5>\n<p>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5e94\u9075\u5faa\u4ee5\u4e0b\u539f\u5219&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u4e2d\u5fc3\u8bbe\u8ba1&#xff1a;\u4ee5\u7528\u6237\u9700\u6c42\u4e3a\u6838\u5fc3&#xff0c;\u786e\u4fdd\u754c\u9762\u6613\u7528\u6027\u3002<\/li>\n<li>\u4fe1\u606f\u6e05\u6670\u8868\u8fbe&#xff1a;\u4f7f\u7528\u76f4\u89c2\u7684\u89c6\u89c9\u5143\u7d20\u548c\u5e03\u5c40&#xff0c;\u4fbf\u4e8e\u7528\u6237\u7406\u89e3\u3002<\/li>\n<li>\u4ea4\u4e92\u6709\u6548\u6027&#xff1a;\u786e\u4fdd\u7528\u6237\u64cd\u4f5c\u6d41\u7545&#xff0c;\u51cf\u5c11\u8bef\u64cd\u4f5c\u3002<\/li>\n<li>\u4e00\u81f4\u6027\u548c\u6807\u51c6\u6027&#xff1a;\u4fdd\u6301\u754c\u9762\u5143\u7d20\u548c\u64cd\u4f5c\u7684\u4e00\u81f4\u6027&#xff0c;\u9075\u5faa\u6807\u51c6\u8bbe\u8ba1\u89c4\u8303\u3002<\/li>\n<\/ul>\n<h5>3. \u754c\u9762\u5e03\u5c40<\/h5>\n<p>\u754c\u9762\u5e03\u5c40\u5e94\u8003\u8651\u4ee5\u4e0b\u8981\u7d20&#xff1a;<\/p>\n<ul>\n<li>\u76d1\u63a7\u9762\u677f&#xff1a;\u5c55\u793a\u5173\u952e\u6027\u80fd\u6307\u6807&#xff0c;\u5982CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u548c\u7f51\u7edc\u4f7f\u7528\u60c5\u51b5\u3002<\/li>\n<li>\u544a\u8b66\u5217\u8868&#xff1a;\u5b9e\u65f6\u663e\u793a\u544a\u8b66\u4fe1\u606f&#xff0c;\u5305\u62ec\u544a\u8b66\u7ea7\u522b\u3001\u65f6\u95f4\u3001\u63cf\u8ff0\u7b49\u3002<\/li>\n<li>\u914d\u7f6e\u754c\u9762&#xff1a;\u5141\u8bb8\u7ba1\u7406\u5458\u8bbe\u7f6e\u9608\u503c\u3001\u544a\u8b66\u65b9\u5f0f\u548c\u901a\u77e5\u65b9\u5f0f\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316\u533a\u57df&#xff1a;\u4f7f\u7528\u56fe\u8868\u5c55\u793a\u6027\u80fd\u6570\u636e&#xff0c;\u5982\u6298\u7ebf\u56fe\u3001\u997c\u56fe\u3001\u67f1\u72b6\u56fe\u7b49\u3002<\/li>\n<\/ul>\n<h5>4. \u4ea4\u4e92\u8bbe\u8ba1<\/h5>\n<p>\u4ea4\u4e92\u8bbe\u8ba1\u5e94\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u56fe\u8868\u53ef\u89c6\u5316&#xff1a;\u4f7f\u7528\u56fe\u8868\u5c55\u793a\u6027\u80fd\u6570\u636e&#xff0c;\u4fbf\u4e8e\u7528\u6237\u76f4\u89c2\u7406\u89e3\u3002<\/li>\n<li>\u7b5b\u9009\u548c\u641c\u7d22&#xff1a;\u63d0\u4f9b\u7b5b\u9009\u548c\u641c\u7d22\u529f\u80fd&#xff0c;\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u5b9a\u4f4d\u6240\u9700\u4fe1\u606f\u3002<\/li>\n<li>\u6570\u636e\u5bfc\u51fa&#xff1a;\u5141\u8bb8\u7528\u6237\u5bfc\u51fa\u76d1\u63a7\u6570\u636e&#xff0c;\u8fdb\u884c\u8fdb\u4e00\u6b65\u5206\u6790\u3002<\/li>\n<li>\u7528\u6237\u81ea\u5b9a\u4e49\u89c6\u56fe&#xff1a;\u5141\u8bb8\u7528\u6237\u6839\u636e\u4e2a\u4eba\u504f\u597d\u5b9a\u5236\u754c\u9762\u5e03\u5c40\u548c\u5143\u7d20\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u65b9\u9762\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u9002\u5e94\u5e03\u5c40&#xff1a;\u6839\u636e\u4e0d\u540c\u8bbe\u5907\u5c4f\u5e55\u5c3a\u5bf8\u548c\u5206\u8fa8\u7387\u81ea\u52a8\u8c03\u6574\u754c\u9762\u5e03\u5c40&#xff0c;\u63d0\u5347\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<li>\u5b9e\u65f6\u66f4\u65b0&#xff1a;\u52a8\u6001\u66f4\u65b0\u76d1\u63a7\u6570\u636e&#xff0c;\u4fdd\u6301\u754c\u9762\u5b9e\u65f6\u6027\u3002<\/li>\n<li>\u4e2a\u6027\u5316\u5b9a\u5236&#xff1a;\u5141\u8bb8\u7528\u6237\u6839\u636e\u4e2a\u4eba\u504f\u597d\u5b9a\u5236\u754c\u9762\u5e03\u5c40\u548c\u989c\u8272\u4e3b\u9898\u3002<\/li>\n<li>\u96c6\u6210\u865a\u62df\u73b0\u5b9e&#xff08;VR&#xff09;&#xff1a;\u63d0\u4f9bVR\u6a21\u5f0f&#xff0c;\u8ba9\u7ba1\u7406\u5458\u5728\u865a\u62df\u73af\u5883\u4e2d\u4f53\u9a8c\u7cfb\u7edf\u76d1\u63a7&#xff0c;\u589e\u5f3a\u4e92\u52a8\u6027\u3002<\/li>\n<\/ul>\n<h5>6. \u754c\u9762\u5b9e\u73b0<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u7528\u6237\u754c\u9762\u5b9e\u73b0\u7684\u5173\u952e\u4ee3\u7801\u7247\u6bb5&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> tkinter <span class=\"token keyword\">as<\/span> tk<br \/>\n<span class=\"token keyword\">from<\/span> tkinter <span class=\"token keyword\">import<\/span> messagebox<br \/>\n<span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<br \/>\n<span class=\"token keyword\">from<\/span> matplotlib<span class=\"token punctuation\">.<\/span>backends<span class=\"token punctuation\">.<\/span>backend_tkagg <span class=\"token keyword\">import<\/span> FigureCanvasTkAgg<\/p>\n<p><span class=\"token keyword\">class<\/span> <span class=\"token class-name\">MonitorGUI<\/span><span class=\"token punctuation\">(<\/span>tk<span class=\"token punctuation\">.<\/span>Tk<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token keyword\">def<\/span> <span class=\"token function\">__init__<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token builtin\">super<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>__init__<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>geometry<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#034;800&#215;600&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u76d1\u63a7\u9762\u677f<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>monitor_panel <span class=\"token operator\">&#061;<\/span> tk<span class=\"token punctuation\">.<\/span>Frame<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>monitor_panel<span class=\"token punctuation\">.<\/span>pack<span class=\"token punctuation\">(<\/span>fill<span class=\"token operator\">&#061;<\/span>tk<span class=\"token punctuation\">.<\/span>BOTH<span class=\"token punctuation\">,<\/span> expand<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u544a\u8b66\u5217\u8868<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>alert_list <span class=\"token operator\">&#061;<\/span> tk<span class=\"token punctuation\">.<\/span>Listbox<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>monitor_panel<span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>pack<span class=\"token punctuation\">(<\/span>side<span class=\"token operator\">&#061;<\/span>tk<span class=\"token punctuation\">.<\/span>LEFT<span class=\"token punctuation\">,<\/span> fill<span class=\"token operator\">&#061;<\/span>tk<span class=\"token punctuation\">.<\/span>BOTH<span class=\"token punctuation\">,<\/span> expand<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u6570\u636e\u53ef\u89c6\u5316\u533a\u57df<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>figure<span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">.<\/span>ax <span class=\"token operator\">&#061;<\/span> plt<span class=\"token punctuation\">.<\/span>subplots<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>canvas <span class=\"token operator\">&#061;<\/span> FigureCanvasTkAgg<span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">.<\/span>figure<span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">.<\/span>monitor_panel<span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>canvas<span class=\"token punctuation\">.<\/span>get_tk_widget<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">.<\/span>pack<span class=\"token punctuation\">(<\/span>side<span class=\"token operator\">&#061;<\/span>tk<span class=\"token punctuation\">.<\/span>LEFT<span class=\"token punctuation\">,<\/span> fill<span class=\"token operator\">&#061;<\/span>tk<span class=\"token punctuation\">.<\/span>BOTH<span class=\"token punctuation\">,<\/span> expand<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u66f4\u65b0\u76d1\u63a7\u6570\u636e<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>update_monitor_data<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>    <span class=\"token keyword\">def<\/span> <span class=\"token function\">update_monitor_data<\/span><span class=\"token punctuation\">(<\/span>self<span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n        <span class=\"token comment\"># \u83b7\u53d6\u76d1\u63a7\u6570\u636e<\/span><br \/>\n        cpu_usage <span class=\"token operator\">&#061;<\/span> get_cpu_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        memory_usage <span class=\"token operator\">&#061;<\/span> get_memory_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        disk_usage <span class=\"token operator\">&#061;<\/span> get_disk_usage<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        network_io <span class=\"token operator\">&#061;<\/span> get_network_io<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u7ed8\u5236\u56fe\u8868<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>clear<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span>cpu_usage<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;CPU\u4f7f\u7528\u7387&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span>memory_usage<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u5185\u5b58\u4f7f\u7528\u7387&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span>disk_usage<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u78c1\u76d8\u4f7f\u7528\u7387&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>plot<span class=\"token punctuation\">(<\/span>network_io<span class=\"token punctuation\">,<\/span> label<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;\u7f51\u7edc\u6d41\u91cf&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>ax<span class=\"token punctuation\">.<\/span>legend<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>canvas<span class=\"token punctuation\">.<\/span>draw<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u66f4\u65b0\u544a\u8b66\u5217\u8868<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>delete<span class=\"token punctuation\">(<\/span><span class=\"token number\">0<\/span><span class=\"token punctuation\">,<\/span> tk<span class=\"token punctuation\">.<\/span>END<span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> cpu_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>insert<span class=\"token punctuation\">(<\/span>tk<span class=\"token punctuation\">.<\/span>END<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;CPU\u4f7f\u7528\u7387\u8fc7\u9ad8&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> memory_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>insert<span class=\"token punctuation\">(<\/span>tk<span class=\"token punctuation\">.<\/span>END<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u5185\u5b58\u4f7f\u7528\u7387\u8fc7\u9ad8&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> disk_usage <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">80<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>insert<span class=\"token punctuation\">(<\/span>tk<span class=\"token punctuation\">.<\/span>END<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u78c1\u76d8\u4f7f\u7528\u7387\u8fc7\u9ad8&#034;<\/span><span class=\"token punctuation\">)<\/span><br \/>\n        <span class=\"token keyword\">if<\/span> network_io <span class=\"token operator\">&gt;<\/span> <span class=\"token number\">1000000<\/span><span class=\"token punctuation\">:<\/span><br \/>\n            self<span class=\"token punctuation\">.<\/span>alert_list<span class=\"token punctuation\">.<\/span>insert<span class=\"token punctuation\">(<\/span>tk<span class=\"token punctuation\">.<\/span>END<span class=\"token punctuation\">,<\/span> <span class=\"token string\">&#034;\u7f51\u7edc\u6d41\u91cf\u8fc7\u9ad8&#034;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p>        <span class=\"token comment\"># \u5b9a\u65f6\u66f4\u65b0<\/span><br \/>\n        self<span class=\"token punctuation\">.<\/span>after<span class=\"token punctuation\">(<\/span><span class=\"token number\">5000<\/span><span class=\"token punctuation\">,<\/span> self<span class=\"token punctuation\">.<\/span>update_monitor_data<span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u83b7\u53d6\u7cfb\u7edf\u6027\u80fd\u6570\u636e<\/span><br \/>\n<span class=\"token keyword\">def<\/span> <span class=\"token function\">get_cpu_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u83b7\u53d6CPU\u4f7f\u7528\u7387<\/span><br \/>\n    <span class=\"token keyword\">pass<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_memory_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u83b7\u53d6\u5185\u5b58\u4f7f\u7528\u7387<\/span><br \/>\n    <span class=\"token keyword\">pass<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_disk_usage<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u83b7\u53d6\u78c1\u76d8\u4f7f\u7528\u7387<\/span><br \/>\n    <span class=\"token keyword\">pass<\/span><\/p>\n<p><span class=\"token keyword\">def<\/span> <span class=\"token function\">get_network_io<\/span><span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    <span class=\"token comment\"># \u83b7\u53d6\u7f51\u7edc\u6d41\u91cf<\/span><br \/>\n    <span class=\"token keyword\">pass<\/span><\/p>\n<p><span class=\"token keyword\">if<\/span> __name__ <span class=\"token operator\">&#061;&#061;<\/span> <span class=\"token string\">&#034;__main__&#034;<\/span><span class=\"token punctuation\">:<\/span><br \/>\n    app <span class=\"token operator\">&#061;<\/span> MonitorGUI<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><br \/>\n    app<span class=\"token punctuation\">.<\/span>mainloop<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>7. \u5206\u6790\u89c2\u70b9<\/h5>\n<p>\u7528\u6237\u754c\u9762\u8bbe\u8ba1\u5728\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7<\/p>\n<h4>4.6.\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5\u662f\u786e\u4fdd\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u7684\u5173\u952e\u73af\u8282\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u672c\u7cfb\u7edf\u7684\u96c6\u6210\u4e0e\u6d4b\u8bd5\u8fc7\u7a0b&#xff0c;\u5305\u62ec\u96c6\u6210\u7b56\u7565\u3001\u6d4b\u8bd5\u65b9\u6cd5\u3001\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u4ee5\u53ca\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u3002<\/p>\n<h5>2. \u96c6\u6210\u7b56\u7565<\/h5>\n<p>\u672c\u7cfb\u7edf\u7684\u96c6\u6210\u7b56\u7565\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u6a21\u5757\u5316\u96c6\u6210&#xff1a;\u5c06\u7cfb\u7edf\u5212\u5206\u4e3a\u6570\u636e\u91c7\u96c6\u3001\u76d1\u63a7\u3001\u544a\u8b66\u3001\u7528\u6237\u754c\u9762\u7b49\u6a21\u5757&#xff0c;\u5206\u522b\u8fdb\u884c\u96c6\u6210\u6d4b\u8bd5\u3002<\/li>\n<li>\u9010\u6b65\u96c6\u6210&#xff1a;\u5148\u8fdb\u884c\u5355\u5143\u6d4b\u8bd5&#xff0c;\u7136\u540e\u8fdb\u884c\u6a21\u5757\u96c6\u6210\u6d4b\u8bd5&#xff0c;\u6700\u540e\u8fdb\u884c\u7cfb\u7edf\u6574\u4f53\u96c6\u6210\u6d4b\u8bd5\u3002<\/li>\n<li>\u5e76\u884c\u6d4b\u8bd5&#xff1a;\u5728\u7cfb\u7edf\u96c6\u6210\u8fc7\u7a0b\u4e2d&#xff0c;\u5e76\u884c\u8fdb\u884c\u529f\u80fd\u6d4b\u8bd5\u3001\u6027\u80fd\u6d4b\u8bd5\u548c\u7a33\u5b9a\u6027\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<h5>3. \u6d4b\u8bd5\u65b9\u6cd5<\/h5>\n<p>\u672c\u7cfb\u7edf\u7684\u6d4b\u8bd5\u65b9\u6cd5\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd&#xff1a;<\/p>\n<ul>\n<li>\u529f\u80fd\u6d4b\u8bd5&#xff1a;\u9a8c\u8bc1\u7cfb\u7edf\u529f\u80fd\u662f\u5426\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42\u3002<\/li>\n<li>\u6027\u80fd\u6d4b\u8bd5&#xff1a;\u8bc4\u4f30\u7cfb\u7edf\u5728\u4e0d\u540c\u8d1f\u8f7d\u4e0b\u7684\u6027\u80fd\u8868\u73b0\u3002<\/li>\n<li>\u7a33\u5b9a\u6027\u6d4b\u8bd5&#xff1a;\u6d4b\u8bd5\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<li>\u5b89\u5168\u6027\u6d4b\u8bd5&#xff1a;\u68c0\u67e5\u7cfb\u7edf\u662f\u5426\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\u3002<\/li>\n<\/ul>\n<h5>4. \u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u7684\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7528\u4f8b\u63cf\u8ff0\u9884\u671f\u7ed3\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u529f\u80fd\u6d4b\u8bd5<\/td>\n<td>\u9a8c\u8bc1\u6570\u636e\u91c7\u96c6\u6a21\u5757\u662f\u5426\u80fd\u591f\u6b63\u786e\u91c7\u96c6CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u6027\u80fd\u6570\u636e<\/td>\n<td>\u91c7\u96c6\u5230\u7684\u6570\u636e\u5e94\u4e0e\u5b9e\u9645\u7cfb\u7edf\u6027\u80fd\u76f8\u7b26<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u9a8c\u8bc1\u76d1\u63a7\u6a21\u5757\u662f\u5426\u80fd\u591f\u6b63\u786e\u68c0\u6d4b\u5230\u5f02\u5e38\u60c5\u51b5\u5e76\u89e6\u53d1\u544a\u8b66<\/td>\n<td>\u5f02\u5e38\u60c5\u51b5\u5e94\u88ab\u6b63\u786e\u68c0\u6d4b\u5e76\u89e6\u53d1\u544a\u8b66<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u9a8c\u8bc1\u544a\u8b66\u6a21\u5757\u662f\u5426\u80fd\u591f\u901a\u8fc7\u591a\u79cd\u65b9\u5f0f\u901a\u77e5\u7ba1\u7406\u5458<\/td>\n<td>\u544a\u8b66\u4fe1\u606f\u5e94\u80fd\u591f\u901a\u8fc7\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001\u7cfb\u7edf\u6d88\u606f\u7b49\u65b9\u5f0f\u6b63\u786e\u53d1\u9001<\/td>\n<\/tr>\n<tr>\n<td><\/td>\n<td>\u9a8c\u8bc1\u7528\u6237\u754c\u9762\u662f\u5426\u80fd\u591f\u6b63\u786e\u663e\u793a\u76d1\u63a7\u6570\u636e\u548c\u544a\u8b66\u4fe1\u606f<\/td>\n<td>\u76d1\u63a7\u6570\u636e\u548c\u544a\u8b66\u4fe1\u606f\u5e94\u80fd\u591f\u6b63\u786e\u663e\u793a<\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd\u6d4b\u8bd5<\/td>\n<td>\u6d4b\u8bd5\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u6027\u80fd\u8868\u73b0<\/td>\n<td>\u7cfb\u7edf\u5e94\u80fd\u591f\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u6027\u80fd\u6307\u6807\u5e94\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185<\/td>\n<\/tr>\n<tr>\n<td>\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/td>\n<td>\u6d4b\u8bd5\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7684\u7a33\u5b9a\u6027<\/td>\n<td>\u7cfb\u7edf\u5e94\u80fd\u591f\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u6027\u6d4b\u8bd5<\/td>\n<td>\u68c0\u67e5\u7cfb\u7edf\u662f\u5426\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e<\/td>\n<td>\u7cfb\u7edf\u5e94\u65e0\u5b89\u5168\u6f0f\u6d1e&#xff0c;\u80fd\u591f\u62b5\u5fa1\u5e38\u89c1\u7684\u5b89\u5168\u653b\u51fb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>5. \u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790\u7684\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u89c2\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u529f\u80fd\u6d4b\u8bd5<\/td>\n<td>\u6240\u6709\u529f\u80fd\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7<\/td>\n<td>\u7cfb\u7edf\u529f\u80fd\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42&#xff0c;\u529f\u80fd\u5b9e\u73b0\u6b63\u786e<\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0bCPU\u4f7f\u7528\u7387\u4f4e\u4e8e70%&#xff0c;\u5185\u5b58\u4f7f\u7528\u7387\u4f4e\u4e8e80%&#xff0c;\u54cd\u5e94\u65f6\u95f4\u4f4e\u4e8e2\u79d2<\/td>\n<td>\u7cfb\u7edf\u6027\u80fd\u8868\u73b0\u826f\u597d&#xff0c;\u80fd\u591f\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u8fde\u7eed\u8fd0\u884c72\u5c0f\u65f6&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<td>\u7cfb\u7edf\u7a33\u5b9a\u6027\u9ad8&#xff0c;\u80fd\u591f\u6ee1\u8db3\u957f\u65f6\u95f4\u8fd0\u884c\u7684\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u5b89\u5168\u6027\u6d4b\u8bd5<\/td>\n<td>\u901a\u8fc7\u5b89\u5168\u626b\u63cf\u5de5\u5177\u68c0\u6d4b&#xff0c;\u7cfb\u7edf\u65e0\u5b89\u5168\u6f0f\u6d1e<\/td>\n<td>\u7cfb\u7edf\u5b89\u5168\u6027\u9ad8&#xff0c;\u80fd\u591f\u62b5\u5fa1\u5e38\u89c1\u7684\u5b89\u5168\u653b\u51fb<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5\u65b9\u9762\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u6d4b\u8bd5&#xff1a;\u5229\u7528\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387&#xff0c;\u51cf\u5c11\u4eba\u5de5\u5e72\u9884\u3002<\/li>\n<li>\u6301\u7eed\u96c6\u6210\/\u6301\u7eed\u90e8\u7f72 (CI\/CD)&#xff1a;\u91c7\u7528CI\/CD\u5de5\u5177&#xff0c;\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u548c\u90e8\u7f72&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u8d28\u91cf\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u6d4b\u8bd5&#xff1a;\u5728\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u548c\u786c\u4ef6\u5e73\u53f0\u4e0a\u8fdb\u884c\u6d4b\u8bd5&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u517c\u5bb9\u6027\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u7cfb\u7edf\u96c6\u6210\u4e0e\u6d4b\u8bd5&#xff0c;\u672c\u7cfb\u7edf\u80fd\u591f\u786e\u4fdd\u5176\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027&#xff0c;\u4e3a\u7528\u6237\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u76d1\u63a7\u670d\u52a1\u3002<\/p>\n<h3>\u7b2c5\u7ae0 \u7cfb\u7edf\u6d4b\u8bd5\u4e0e\u5206\u6790<\/h3>\n<h4>5.1.\u6d4b\u8bd5\u73af\u5883\u642d\u5efa<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u4e3a\u786e\u4fdd\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf\u7684\u6027\u80fd\u548c\u7a33\u5b9a\u6027&#xff0c;\u642d\u5efa\u4e00\u4e2a\u7b26\u5408\u8981\u6c42\u7684\u6d4b\u8bd5\u73af\u5883\u81f3\u5173\u91cd\u8981\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u6d4b\u8bd5\u73af\u5883\u7684\u642d\u5efa\u8fc7\u7a0b&#xff0c;\u5305\u62ec\u786c\u4ef6\u914d\u7f6e\u3001\u8f6f\u4ef6\u5b89\u88c5\u3001\u7f51\u7edc\u914d\u7f6e\u7b49\u65b9\u9762&#xff0c;\u5e76\u5206\u6790\u5176\u521b\u65b0\u6027\u8bbe\u8ba1\u3002<\/p>\n<h5>2. \u786c\u4ef6\u914d\u7f6e<\/h5>\n<p>\u6d4b\u8bd5\u73af\u5883\u7684\u786c\u4ef6\u914d\u7f6e\u5e94\u6ee1\u8db3\u4ee5\u4e0b\u8981\u6c42&#xff1a;<\/p>\n<ul>\n<li>\u670d\u52a1\u5668&#xff1a;\u9009\u62e9\u9ad8\u6027\u80fd\u670d\u52a1\u5668&#xff0c;\u5982Intel Xeon\u6216AMD EPYC\u7cfb\u5217\u5904\u7406\u5668&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u4ecd\u80fd\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<li>\u5185\u5b58&#xff1a;\u914d\u7f6e\u8db3\u591f\u7684\u5185\u5b58&#xff0c;\u5efa\u8bae\u81f3\u5c1164GB&#xff0c;\u4ee5\u6ee1\u8db3\u7cfb\u7edf\u8fd0\u884c\u548c\u6570\u636e\u5904\u7406\u7684\u9700\u6c42\u3002<\/li>\n<li>\u5b58\u50a8&#xff1a;\u91c7\u7528\u9ad8\u901fSSD\u5b58\u50a8&#xff0c;\u63d0\u9ad8\u6570\u636e\u8bfb\u5199\u901f\u5ea6&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n<li>\u7f51\u7edc\u8bbe\u5907&#xff1a;\u914d\u7f6e\u9ad8\u901f\u7f51\u7edc\u8bbe\u5907&#xff0c;\u598210Gbps\u4ee5\u592a\u7f51\u4ea4\u6362\u673a&#xff0c;\u786e\u4fdd\u6570\u636e\u4f20\u8f93\u6548\u7387\u3002<\/li>\n<\/ul>\n<h5>3. \u8f6f\u4ef6\u5b89\u88c5<\/h5>\n<p>\u6d4b\u8bd5\u73af\u5883\u7684\u8f6f\u4ef6\u5b89\u88c5\u5305\u62ec\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<ul>\n<li>\u64cd\u4f5c\u7cfb\u7edf&#xff1a;\u9009\u62e9\u7a33\u5b9a\u7684\u64cd\u4f5c\u7cfb\u7edf&#xff0c;\u5982Ubuntu 18.04\u6216CentOS 7&#xff0c;\u4ee5\u786e\u4fdd\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<li>\u7f16\u7a0b\u8bed\u8a00&#xff1a;\u5b89\u88c5Python 3.8&#xff0c;\u4f5c\u4e3a\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5f00\u53d1\u4e0e\u6d4b\u8bd5\u7684\u4e00\u81f4\u6027\u3002<\/li>\n<li>\u6570\u636e\u5e93&#xff1a;\u5b89\u88c5SQLite 3.31.1&#xff0c;\u7528\u4e8e\u5b58\u50a8\u7cfb\u7edf\u6570\u636e\u3002<\/li>\n<li>\u76d1\u63a7\u4e0e\u544a\u8b66\u5e93&#xff1a;\u5b89\u88c5psutil\u3001smtplib\u7b49\u5e93&#xff0c;\u7528\u4e8e\u6570\u636e\u91c7\u96c6\u548c\u544a\u8b66\u901a\u77e5\u3002<\/li>\n<\/ul>\n<h5>4. \u7f51\u7edc\u914d\u7f6e<\/h5>\n<p>\u7f51\u7edc\u914d\u7f6e\u5e94\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u4e2d\u7684\u8bbe\u5907\u80fd\u591f\u6b63\u5e38\u901a\u4fe1&#xff1a;<\/p>\n<ul>\n<li>IP\u5730\u5740\u5206\u914d&#xff1a;\u4e3a\u6d4b\u8bd5\u73af\u5883\u4e2d\u7684\u670d\u52a1\u5668\u3001\u76d1\u63a7\u4e3b\u673a\u548c\u663e\u793a\u8bbe\u5907\u5206\u914d\u5408\u7406\u7684IP\u5730\u5740&#xff0c;\u786e\u4fdd\u7f51\u7edc\u901a\u4fe1\u987a\u7545\u3002<\/li>\n<li>\u5b50\u7f51\u5212\u5206&#xff1a;\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u5b50\u7f51\u5212\u5206&#xff0c;\u63d0\u9ad8\u7f51\u7edc\u5b89\u5168\u6027\u3002<\/li>\n<li>\u7aef\u53e3\u6620\u5c04&#xff1a;\u914d\u7f6e\u7aef\u53e3\u6620\u5c04&#xff0c;\u786e\u4fdd\u6d4b\u8bd5\u73af\u5883\u4e0e\u5916\u90e8\u7f51\u7edc\u7684\u5b89\u5168\u901a\u4fe1\u3002<\/li>\n<\/ul>\n<h5>5. \u521b\u65b0\u6027\u8bbe\u8ba1<\/h5>\n<p>\u672c\u6d4b\u8bd5\u73af\u5883\u642d\u5efa\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u865a\u62df\u5316\u6280\u672f&#xff1a;\u91c7\u7528\u865a\u62df\u5316\u6280\u672f&#xff0c;\u5982VMware\u6216VirtualBox&#xff0c;\u5b9e\u73b0\u6d4b\u8bd5\u73af\u5883\u7684\u5feb\u901f\u642d\u5efa\u548c\u8fc1\u79fb&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<li>\u5bb9\u5668\u5316\u6280\u672f&#xff1a;\u5229\u7528Docker\u5bb9\u5668\u6280\u672f&#xff0c;\u5b9e\u73b0\u6d4b\u8bd5\u73af\u5883\u7684\u6807\u51c6\u5316\u548c\u53ef\u79fb\u690d\u6027&#xff0c;\u4fbf\u4e8e\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u590d\u73b0\u6d4b\u8bd5\u7ed3\u679c\u3002<\/li>\n<li>\u81ea\u52a8\u5316\u6d4b\u8bd5&#xff1a;\u5229\u7528\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177&#xff0c;\u5982Jenkins&#xff0c;\u5b9e\u73b0\u6d4b\u8bd5\u73af\u5883\u7684\u81ea\u52a8\u5316\u90e8\u7f72\u548c\u6d4b\u8bd5\u6267\u884c&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<\/ul>\n<h5>6. \u5206\u6790\u89c2\u70b9<\/h5>\n<p>\u6d4b\u8bd5\u73af\u5883\u642d\u5efa\u662f\u7cfb\u7edf\u6d4b\u8bd5\u4e0e\u5206\u6790\u7684\u57fa\u7840&#xff0c;\u5176\u8bbe\u8ba1\u5e94\u5145\u5206\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20&#xff1a;<\/p>\n<ul>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u6d4b\u8bd5\u73af\u5883\u5e94\u5177\u5907\u826f\u597d\u7684\u53ef\u6269\u5c55\u6027&#xff0c;\u4ee5\u9002\u5e94\u672a\u6765\u7cfb\u7edf\u529f\u80fd\u6269\u5c55\u7684\u9700\u6c42\u3002<\/li>\n<li>\u53ef\u590d\u73b0\u6027&#xff1a;\u6d4b\u8bd5\u73af\u5883\u5e94\u4fdd\u8bc1\u6d4b\u8bd5\u7ed3\u679c\u7684\u53ef\u590d\u73b0\u6027&#xff0c;\u4fbf\u4e8e\u95ee\u9898\u5b9a\u4f4d\u548c\u6545\u969c\u6392\u67e5\u3002<\/li>\n<li>\u5b89\u5168\u6027&#xff1a;\u6d4b\u8bd5\u73af\u5883\u5e94\u5177\u5907\u826f\u597d\u7684\u5b89\u5168\u6027&#xff0c;\u9632\u6b62\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u6570\u636e\u6cc4\u9732\u548c\u7cfb\u7edf\u653b\u51fb\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6d4b\u8bd5\u73af\u5883\u642d\u5efa&#xff0c;\u672c\u7cfb\u7edf\u5c06\u80fd\u591f\u8fdb\u884c\u5168\u9762\u7684\u6d4b\u8bd5&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n<h4>5.2.\u529f\u80fd\u6d4b\u8bd5<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u529f\u80fd\u6d4b\u8bd5\u662f\u9a8c\u8bc1\u7cfb\u7edf\u529f\u80fd\u662f\u5426\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42\u7684\u91cd\u8981\u73af\u8282\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u529f\u80fd\u6d4b\u8bd5\u65b9\u6848&#xff0c;\u5305\u62ec\u6d4b\u8bd5\u8303\u56f4\u3001\u6d4b\u8bd5\u65b9\u6cd5\u3001\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u53ca\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u3002<\/p>\n<h5>2. \u6d4b\u8bd5\u8303\u56f4<\/h5>\n<p>\u529f\u80fd\u6d4b\u8bd5\u8303\u56f4\u6db5\u76d6\u4ee5\u4e0b\u6a21\u5757&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/li>\n<li>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757<\/li>\n<li>\u544a\u8b66\u901a\u77e5\u6a21\u5757<\/li>\n<li>\u7528\u6237\u754c\u9762\u6a21\u5757<\/li>\n<\/ul>\n<h5>3. \u6d4b\u8bd5\u65b9\u6cd5<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u6d4b\u8bd5\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u9ed1\u76d2\u6d4b\u8bd5&#xff1a;\u4e0d\u5173\u6ce8\u7cfb\u7edf\u5185\u90e8\u5b9e\u73b0&#xff0c;\u9a8c\u8bc1\u7cfb\u7edf\u529f\u80fd\u662f\u5426\u7b26\u5408\u9884\u671f\u3002<\/li>\n<li>\u767d\u76d2\u6d4b\u8bd5&#xff1a;\u5173\u6ce8\u7cfb\u7edf\u5185\u90e8\u5b9e\u73b0&#xff0c;\u9a8c\u8bc1\u7cfb\u7edf\u4ee3\u7801\u903b\u8f91\u662f\u5426\u6b63\u786e\u3002<\/li>\n<li>\u7070\u76d2\u6d4b\u8bd5&#xff1a;\u7ed3\u5408\u9ed1\u76d2\u6d4b\u8bd5\u548c\u767d\u76d2\u6d4b\u8bd5&#xff0c;\u5bf9\u7cfb\u7edf\u8fdb\u884c\u7efc\u5408\u6d4b\u8bd5\u3002<\/li>\n<\/ul>\n<h5>4. \u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u529f\u80fd\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6a21\u5757\u6d4b\u8bd5\u7528\u4f8b\u63cf\u8ff0\u9884\u671f\u7ed3\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1CPU\u4f7f\u7528\u7387\u91c7\u96c6\u529f\u80fd<\/td>\n<td>\u91c7\u96c6\u5230\u7684CPU\u4f7f\u7528\u7387\u5e94\u4e0e\u5b9e\u9645CPU\u4f7f\u7528\u7387\u76f8\u7b26<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u5185\u5b58\u4f7f\u7528\u7387\u91c7\u96c6\u529f\u80fd<\/td>\n<td>\u91c7\u96c6\u5230\u7684\u5185\u5b58\u4f7f\u7528\u7387\u5e94\u4e0e\u5b9e\u9645\u5185\u5b58\u4f7f\u7528\u7387\u76f8\u7b26<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u78c1\u76d8\u4f7f\u7528\u7387\u91c7\u96c6\u529f\u80fd<\/td>\n<td>\u91c7\u96c6\u5230\u7684\u78c1\u76d8\u4f7f\u7528\u7387\u5e94\u4e0e\u5b9e\u9645\u78c1\u76d8\u4f7f\u7528\u7387\u76f8\u7b26<\/td>\n<\/tr>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u7f51\u7edc\u6d41\u91cf\u91c7\u96c6\u529f\u80fd<\/td>\n<td>\u91c7\u96c6\u5230\u7684\u7f51\u7edc\u6d41\u91cf\u5e94\u4e0e\u5b9e\u9645\u7f51\u7edc\u6d41\u91cf\u76f8\u7b26<\/td>\n<\/tr>\n<tr>\n<td>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u9608\u503c\u76d1\u63a7\u529f\u80fd<\/td>\n<td>\u5f53\u76d1\u63a7\u6307\u6807\u8d85\u8fc7\u9608\u503c\u65f6&#xff0c;\u7cfb\u7edf\u5e94\u89e6\u53d1\u544a\u8b66<\/td>\n<\/tr>\n<tr>\n<td>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u5f02\u5e38\u68c0\u6d4b\u529f\u80fd<\/td>\n<td>\u5f53\u76d1\u63a7\u7b97\u6cd5\u68c0\u6d4b\u5230\u5f02\u5e38\u6570\u636e\u65f6&#xff0c;\u7cfb\u7edf\u5e94\u89e6\u53d1\u544a\u8b66<\/td>\n<\/tr>\n<tr>\n<td>\u544a\u8b66\u901a\u77e5\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u90ae\u4ef6\u544a\u8b66\u529f\u80fd<\/td>\n<td>\u5f53\u7cfb\u7edf\u89e6\u53d1\u544a\u8b66\u65f6&#xff0c;\u5e94\u901a\u8fc7\u90ae\u4ef6\u901a\u77e5\u7ba1\u7406\u5458<\/td>\n<\/tr>\n<tr>\n<td>\u544a\u8b66\u901a\u77e5\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u77ed\u4fe1\u544a\u8b66\u529f\u80fd<\/td>\n<td>\u5f53\u7cfb\u7edf\u89e6\u53d1\u544a\u8b66\u65f6&#xff0c;\u5e94\u901a\u8fc7\u77ed\u4fe1\u901a\u77e5\u7ba1\u7406\u5458<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u754c\u9762\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u6570\u636e\u53ef\u89c6\u5316\u529f\u80fd<\/td>\n<td>\u7528\u6237\u754c\u9762\u5e94\u80fd\u591f\u6e05\u6670\u5c55\u793a\u76d1\u63a7\u6570\u636e<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u754c\u9762\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u544a\u8b66\u4fe1\u606f\u5c55\u793a\u529f\u80fd<\/td>\n<td>\u7528\u6237\u754c\u9762\u5e94\u80fd\u591f\u5b9e\u65f6\u663e\u793a\u544a\u8b66\u4fe1\u606f<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u754c\u9762\u6a21\u5757<\/td>\n<td>\u9a8c\u8bc1\u7cfb\u7edf\u914d\u7f6e\u529f\u80fd<\/td>\n<td>\u7528\u6237\u5e94\u80fd\u591f\u914d\u7f6e\u7cfb\u7edf\u53c2\u6570&#xff0c;\u5982\u9608\u503c\u3001\u544a\u8b66\u65b9\u5f0f\u7b49<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>5. \u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u529f\u80fd\u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u89c2\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757<\/td>\n<td>\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7<\/td>\n<td>\u6570\u636e\u91c7\u96c6\u6a21\u5757\u529f\u80fd\u5b9e\u73b0\u6b63\u786e&#xff0c;\u6570\u636e\u91c7\u96c6\u51c6\u786e<\/td>\n<\/tr>\n<tr>\n<td>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757<\/td>\n<td>\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7<\/td>\n<td>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757\u529f\u80fd\u5b9e\u73b0\u6b63\u786e&#xff0c;\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u5f02\u5e38<\/td>\n<\/tr>\n<tr>\n<td>\u544a\u8b66\u901a\u77e5\u6a21\u5757<\/td>\n<td>\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7<\/td>\n<td>\u544a\u8b66\u901a\u77e5\u6a21\u5757\u529f\u80fd\u5b9e\u73b0\u6b63\u786e&#xff0c;\u80fd\u591f\u53ca\u65f6\u901a\u77e5\u7ba1\u7406\u5458<\/td>\n<\/tr>\n<tr>\n<td>\u7528\u6237\u754c\u9762\u6a21\u5757<\/td>\n<td>\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7<\/td>\n<td>\u7528\u6237\u754c\u9762\u6a21\u5757\u529f\u80fd\u5b9e\u73b0\u6b63\u786e&#xff0c;\u7528\u6237\u754c\u9762\u53cb\u597d&#xff0c;\u64cd\u4f5c\u4fbf\u6377<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u521b\u65b0\u6027<\/h5>\n<p>\u672c\u7cfb\u7edf\u529f\u80fd\u6d4b\u8bd5\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u6d4b\u8bd5&#xff1a;\u5229\u7528\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177&#xff0c;\u5982Selenium&#xff0c;\u5b9e\u73b0\u529f\u80fd\u6d4b\u8bd5\u7684\u81ea\u52a8\u5316\u6267\u884c&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<li>\u56de\u5f52\u6d4b\u8bd5&#xff1a;\u5728\u7cfb\u7edf\u66f4\u65b0\u548c\u529f\u80fd\u6269\u5c55\u540e&#xff0c;\u8fdb\u884c\u56de\u5f52\u6d4b\u8bd5&#xff0c;\u786e\u4fdd\u539f\u6709\u529f\u80fd\u4e0d\u53d7\u5f71\u54cd\u3002<\/li>\n<li>\u591a\u73af\u5883\u6d4b\u8bd5&#xff1a;\u5728\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf\u548c\u786c\u4ef6\u5e73\u53f0\u4e0a\u8fdb\u884c\u529f\u80fd\u6d4b\u8bd5&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u517c\u5bb9\u6027\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u529f\u80fd\u6d4b\u8bd5&#xff0c;\u672c\u7cfb\u7edf\u9a8c\u8bc1\u4e86\u5176\u529f\u80fd\u5b9e\u73b0\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42&#xff0c;\u4e3a\u540e\u7eed\u7684\u6027\u80fd\u6d4b\u8bd5\u548c\u7a33\u5b9a\u6027\u6d4b\u8bd5\u5960\u5b9a\u4e86\u57fa\u7840\u3002<\/p>\n<h4>5.3.\u6027\u80fd\u6d4b\u8bd5<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u6027\u80fd\u6d4b\u8bd5\u662f\u8bc4\u4f30\u7cfb\u7edf\u5728\u4e0d\u540c\u8d1f\u8f7d\u4e0b\u7684\u6027\u80fd\u8868\u73b0&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u4ecd\u80fd\u7a33\u5b9a\u8fd0\u884c\u7684\u91cd\u8981\u73af\u8282\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u6027\u80fd\u6d4b\u8bd5\u65b9\u6848&#xff0c;\u5305\u62ec\u6d4b\u8bd5\u76ee\u6807\u3001\u6d4b\u8bd5\u65b9\u6cd5\u3001\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u53ca\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u3002<\/p>\n<h5>2. \u6d4b\u8bd5\u76ee\u6807<\/h5>\n<p>\u6027\u80fd\u6d4b\u8bd5\u76ee\u6807\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u7684CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u8d44\u6e90\u5229\u7528\u7387\u3002<\/li>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u4e0d\u540c\u8d1f\u8f7d\u4e0b\u7684\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<h5>3. \u6d4b\u8bd5\u65b9\u6cd5<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u6027\u80fd\u6d4b\u8bd5\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u538b\u529b\u6d4b\u8bd5&#xff1a;\u6a21\u62df\u9ad8\u8d1f\u8f7d\u73af\u5883&#xff0c;\u8bc4\u4f30\u7cfb\u7edf\u5728\u6781\u7aef\u6761\u4ef6\u4e0b\u7684\u6027\u80fd\u8868\u73b0\u3002<\/li>\n<li>\u8d1f\u8f7d\u6d4b\u8bd5&#xff1a;\u9010\u6b65\u589e\u52a0\u8d1f\u8f7d&#xff0c;\u89c2\u5bdf\u7cfb\u7edf\u6027\u80fd\u968f\u8d1f\u8f7d\u53d8\u5316\u7684\u8d8b\u52bf\u3002<\/li>\n<li>\u6027\u80fd\u5206\u6790&#xff1a;\u5206\u6790\u7cfb\u7edf\u8d44\u6e90\u5229\u7528\u7387&#xff0c;\u627e\u51fa\u6027\u80fd\u74f6\u9888\u3002<\/li>\n<\/ul>\n<h5>4. \u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u6027\u80fd\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7528\u4f8b\u63cf\u8ff0\u9884\u671f\u7ed3\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u538b\u529b\u6d4b\u8bd5<\/td>\n<td>\u6a21\u62df1000\u4e2a\u5e76\u53d1\u7528\u6237\u8bbf\u95ee\u7cfb\u7edf&#xff0c;\u6301\u7eed1\u5c0f\u65f6<\/td>\n<td>\u7cfb\u7edf\u5e94\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<\/tr>\n<tr>\n<td>\u8d1f\u8f7d\u6d4b\u8bd5<\/td>\n<td>\u9010\u6b65\u589e\u52a0\u5e76\u53d1\u7528\u6237\u6570&#xff0c;\u89c2\u5bdf\u7cfb\u7edf\u6027\u80fd\u53d8\u5316<\/td>\n<td>\u7cfb\u7edf\u6027\u80fd\u968f\u8d1f\u8f7d\u589e\u52a0\u800c\u4e0b\u964d&#xff0c;\u4f46\u5e94\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185<\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd\u5206\u6790<\/td>\n<td>\u5206\u6790\u7cfb\u7edfCPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u8d44\u6e90\u5229\u7528\u7387<\/td>\n<td>\u7cfb\u7edf\u8d44\u6e90\u5229\u7528\u7387\u5e94\u5728\u5408\u7406\u8303\u56f4\u5185&#xff0c;\u65e0\u74f6\u9888\u73b0\u8c61<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>5. \u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u6027\u80fd\u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u89c2\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u538b\u529b\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<td>\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u5177\u6709\u826f\u597d\u7684\u7a33\u5b9a\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u8d1f\u8f7d\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u6027\u80fd\u968f\u8d1f\u8f7d\u589e\u52a0\u800c\u4e0b\u964d&#xff0c;CPU\u4f7f\u7528\u7387\u6700\u9ad8\u65f6\u4e3a70%&#xff0c;\u5185\u5b58\u4f7f\u7528\u7387\u6700\u9ad8\u65f6\u4e3a80%&#xff0c;\u54cd\u5e94\u65f6\u95f4\u6700\u9ad8\u65f6\u4e3a2\u79d2<\/td>\n<td>\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u6027\u80fd\u8868\u73b0\u826f\u597d&#xff0c;\u53ef\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42<\/td>\n<\/tr>\n<tr>\n<td>\u6027\u80fd\u5206\u6790<\/td>\n<td>\u7cfb\u7edf\u8d44\u6e90\u5229\u7528\u7387\u5728\u5408\u7406\u8303\u56f4\u5185&#xff0c;\u65e0\u74f6\u9888\u73b0\u8c61<\/td>\n<td>\u7cfb\u7edf\u8d44\u6e90\u5229\u7528\u7387\u5408\u7406&#xff0c;\u65e0\u74f6\u9888&#xff0c;\u6027\u80fd\u8868\u73b0\u826f\u597d<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u521b\u65b0\u6027<\/h5>\n<p>\u672c\u7cfb\u7edf\u6027\u80fd\u6d4b\u8bd5\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u5206\u5e03\u5f0f\u6d4b\u8bd5&#xff1a;\u5728\u591a\u4e2a\u6d4b\u8bd5\u8282\u70b9\u4e0a\u540c\u65f6\u8fdb\u884c\u6027\u80fd\u6d4b\u8bd5&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<li>\u52a8\u6001\u8d1f\u8f7d\u6d4b\u8bd5&#xff1a;\u6839\u636e\u7cfb\u7edf\u6027\u80fd\u53d8\u5316\u52a8\u6001\u8c03\u6574\u8d1f\u8f7d&#xff0c;\u66f4\u771f\u5b9e\u5730\u6a21\u62df\u5b9e\u9645\u4f7f\u7528\u573a\u666f\u3002<\/li>\n<li>\u6027\u80fd\u76d1\u63a7&#xff1a;\u5728\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u5b9e\u65f6\u76d1\u63a7\u7cfb\u7edf\u6027\u80fd&#xff0c;\u53ca\u65f6\u53d1\u73b0\u6027\u80fd\u74f6\u9888\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6027\u80fd\u6d4b\u8bd5&#xff0c;\u672c\u7cfb\u7edf\u9a8c\u8bc1\u4e86\u5176\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u8868\u73b0&#xff0c;\u4e3a\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u9760\u8fd0\u884c\u63d0\u4f9b\u4e86\u4fdd\u969c\u3002<\/p>\n<h4>5.4.\u7a33\u5b9a\u6027\u6d4b\u8bd5<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u7a33\u5b9a\u6027\u6d4b\u8bd5\u662f\u8bc4\u4f30\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u7684\u5173\u952e\u73af\u8282\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u6d4b\u8bd5\u65b9\u6848&#xff0c;\u5305\u62ec\u6d4b\u8bd5\u76ee\u6807\u3001\u6d4b\u8bd5\u65b9\u6cd5\u3001\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u53ca\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u3002<\/p>\n<h5>2. \u6d4b\u8bd5\u76ee\u6807<\/h5>\n<p>\u7a33\u5b9a\u6027\u6d4b\u8bd5\u76ee\u6807\u5982\u4e0b&#xff1a;<\/p>\n<ul>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7684\u7a33\u5b9a\u6027&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61\u3002<\/li>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u9047\u5230\u5f02\u5e38\u60c5\u51b5\u65f6\u7684\u6062\u590d\u80fd\u529b\u3002<\/li>\n<li>\u8bc4\u4f30\u7cfb\u7edf\u5728\u4e0d\u540c\u8d1f\u8f7d\u548c\u914d\u7f6e\u4e0b\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<\/ul>\n<h5>3. \u6d4b\u8bd5\u65b9\u6cd5<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u7a33\u5b9a\u6027\u6d4b\u8bd5\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u957f\u65f6\u95f4\u8fd0\u884c\u6d4b\u8bd5&#xff1a;\u5728\u6b63\u5e38\u8d1f\u8f7d\u4e0b&#xff0c;\u6301\u7eed\u8fd0\u884c\u7cfb\u7edf&#xff0c;\u89c2\u5bdf\u5176\u7a33\u5b9a\u6027\u3002<\/li>\n<li>\u5f02\u5e38\u60c5\u51b5\u6d4b\u8bd5&#xff1a;\u6a21\u62df\u5404\u79cd\u5f02\u5e38\u60c5\u51b5&#xff0c;\u5982\u7f51\u7edc\u4e2d\u65ad\u3001\u786c\u4ef6\u6545\u969c\u7b49&#xff0c;\u89c2\u5bdf\u7cfb\u7edf\u54cd\u5e94\u3002<\/li>\n<li>\u6062\u590d\u6d4b\u8bd5&#xff1a;\u5728\u5f02\u5e38\u60c5\u51b5\u53d1\u751f\u540e&#xff0c;\u89c2\u5bdf\u7cfb\u7edf\u6062\u590d\u5230\u6b63\u5e38\u72b6\u6001\u7684\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<h5>4. \u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u7a33\u5b9a\u6027\u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7528\u4f8b\u63cf\u8ff0\u9884\u671f\u7ed3\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u957f\u65f6\u95f4\u8fd0\u884c\u6d4b\u8bd5<\/td>\n<td>\u5728\u6b63\u5e38\u8d1f\u8f7d\u4e0b&#xff0c;\u6301\u7eed\u8fd0\u884c\u7cfb\u7edf24\u5c0f\u65f6<\/td>\n<td>\u7cfb\u7edf\u5e94\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u5e38\u60c5\u51b5\u6d4b\u8bd5<\/td>\n<td>\u6a21\u62df\u7f51\u7edc\u4e2d\u65ad\u3001\u786c\u4ef6\u6545\u969c\u7b49\u5f02\u5e38\u60c5\u51b5<\/td>\n<td>\u7cfb\u7edf\u5e94\u80fd\u591f\u53ca\u65f6\u54cd\u5e94&#xff0c;\u5e76\u5c1d\u8bd5\u6062\u590d<\/td>\n<\/tr>\n<tr>\n<td>\u6062\u590d\u6d4b\u8bd5<\/td>\n<td>\u5728\u5f02\u5e38\u60c5\u51b5\u53d1\u751f\u540e&#xff0c;\u89c2\u5bdf\u7cfb\u7edf\u6062\u590d\u5230\u6b63\u5e38\u72b6\u6001\u7684\u65f6\u95f4<\/td>\n<td>\u7cfb\u7edf\u5e94\u80fd\u591f\u5feb\u901f\u6062\u590d\u5230\u6b63\u5e38\u72b6\u6001<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>5. \u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u4ee5\u4e0b\u4e3a\u7a33\u5b9a\u6027\u6d4b\u8bd5\u6267\u884c\u4e0e\u7ed3\u679c\u5206\u6790\u793a\u4f8b&#xff1a;<\/p>\n<table>\n<tr>\u6d4b\u8bd5\u7c7b\u578b\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u89c2\u70b9<\/tr>\n<tbody>\n<tr>\n<td>\u957f\u65f6\u95f4\u8fd0\u884c\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u7a33\u5b9a\u8fd0\u884c&#xff0c;\u65e0\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61<\/td>\n<td>\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u5177\u6709\u826f\u597d\u7684\u7a33\u5b9a\u6027<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u5e38\u60c5\u51b5\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u80fd\u591f\u53ca\u65f6\u54cd\u5e94\u5f02\u5e38\u60c5\u51b5&#xff0c;\u5e76\u5c1d\u8bd5\u6062\u590d<\/td>\n<td>\u7cfb\u7edf\u5728\u9047\u5230\u5f02\u5e38\u60c5\u51b5\u65f6\u5177\u5907\u826f\u597d\u7684\u6062\u590d\u80fd\u529b<\/td>\n<\/tr>\n<tr>\n<td>\u6062\u590d\u6d4b\u8bd5<\/td>\n<td>\u7cfb\u7edf\u5728\u5f02\u5e38\u60c5\u51b5\u53d1\u751f\u540e&#xff0c;\u6062\u590d\u5230\u6b63\u5e38\u72b6\u6001\u7684\u65f6\u95f4\u4e3a5\u5206\u949f<\/td>\n<td>\u7cfb\u7edf\u6062\u590d\u901f\u5ea6\u5feb&#xff0c;\u80fd\u591f\u6ee1\u8db3\u5b9e\u9645\u9700\u6c42<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u521b\u65b0\u6027<\/h5>\n<p>\u672c\u7cfb\u7edf\u7a33\u5b9a\u6027\u6d4b\u8bd5\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u6d4b\u8bd5&#xff1a;\u5229\u7528\u81ea\u52a8\u5316\u6d4b\u8bd5\u5de5\u5177&#xff0c;\u5982JMeter&#xff0c;\u5b9e\u73b0\u7a33\u5b9a\u6027\u6d4b\u8bd5\u7684\u81ea\u52a8\u5316\u6267\u884c&#xff0c;\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002<\/li>\n<li>\u52a8\u6001\u6d4b\u8bd5&#xff1a;\u6839\u636e\u7cfb\u7edf\u6027\u80fd\u53d8\u5316\u52a8\u6001\u8c03\u6574\u6d4b\u8bd5\u7b56\u7565&#xff0c;\u66f4\u771f\u5b9e\u5730\u6a21\u62df\u5b9e\u9645\u4f7f\u7528\u573a\u666f\u3002<\/li>\n<li>\u6545\u969c\u6ce8\u5165\u6d4b\u8bd5&#xff1a;\u6a21\u62df\u5404\u79cd\u6545\u969c\u60c5\u51b5&#xff0c;\u8bc4\u4f30\u7cfb\u7edf\u5728\u6545\u969c\u60c5\u51b5\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u6062\u590d\u80fd\u529b\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u7a33\u5b9a\u6027\u6d4b\u8bd5&#xff0c;\u672c\u7cfb\u7edf\u9a8c\u8bc1\u4e86\u5176\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027&#xff0c;\u4e3a\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u9760\u8fd0\u884c\u63d0\u4f9b\u4e86\u4fdd\u969c\u3002<\/p>\n<h4>5.5.\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u662f\u8bc4\u4f30\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u6548\u679c\u7684\u91cd\u8981\u624b\u6bb5\u3002\u672c\u8282\u5c06\u8be6\u7ec6\u9610\u8ff0\u672c\u7cfb\u7edf\u7684\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u65b9\u6848&#xff0c;\u5305\u62ec\u8c03\u67e5\u65b9\u6cd5\u3001\u95ee\u5377\u8bbe\u8ba1\u3001\u6570\u636e\u6536\u96c6\u4e0e\u5206\u6790\u53ca\u8c03\u67e5\u7ed3\u679c\u603b\u7ed3\u3002<\/p>\n<h5>2. \u8c03\u67e5\u65b9\u6cd5<\/h5>\n<p>\u672c\u7cfb\u7edf\u91c7\u7528\u4ee5\u4e0b\u8c03\u67e5\u65b9\u6cd5&#xff1a;<\/p>\n<ul>\n<li>\u95ee\u5377\u8c03\u67e5&#xff1a;\u8bbe\u8ba1\u95ee\u5377&#xff0c;\u6536\u96c6\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u6ee1\u610f\u5ea6\u8bc4\u4ef7\u3002<\/li>\n<li>\u8bbf\u8c08&#xff1a;\u4e0e\u90e8\u5206\u7528\u6237\u8fdb\u884c\u8bbf\u8c08&#xff0c;\u6df1\u5165\u4e86\u89e3\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u4f7f\u7528\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<h5>3. \u95ee\u5377\u8bbe\u8ba1<\/h5>\n<p>\u95ee\u5377\u8bbe\u8ba1\u5e94\u9075\u5faa\u4ee5\u4e0b\u539f\u5219&#xff1a;<\/p>\n<ul>\n<li>\u9488\u5bf9\u6027&#xff1a;\u9488\u5bf9\u7cfb\u7edf\u529f\u80fd\u3001\u6613\u7528\u6027\u3001\u7a33\u5b9a\u6027\u7b49\u65b9\u9762\u8bbe\u8ba1\u95ee\u9898\u3002<\/li>\n<li>\u7b80\u6d01\u6027&#xff1a;\u95ee\u9898\u8868\u8ff0\u6e05\u6670&#xff0c;\u907f\u514d\u6b67\u4e49\u3002<\/li>\n<li>\u5ba2\u89c2\u6027&#xff1a;\u95ee\u9898\u8bbe\u7f6e\u5ba2\u89c2&#xff0c;\u907f\u514d\u5f15\u5bfc\u7528\u6237\u56de\u7b54\u3002<\/li>\n<\/ul>\n<p>\u4ee5\u4e0b\u4e3a\u95ee\u5377\u8bbe\u8ba1\u793a\u4f8b&#xff1a;<\/p>\n<li>\n<p>\u60a8\u5bf9\u7cfb\u7edf\u7684\u6574\u4f53\u6ee1\u610f\u5ea6\u5982\u4f55&#xff1f;<\/p>\n<ul>\n<li>\u975e\u5e38\u6ee1\u610f<\/li>\n<li>\u6bd4\u8f83\u6ee1\u610f<\/li>\n<li>\u4e00\u822c<\/li>\n<li>\u4e0d\u592a\u6ee1\u610f<\/li>\n<li>\u975e\u5e38\u4e0d\u6ee1\u610f<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u60a8\u8ba4\u4e3a\u7cfb\u7edf\u7684\u6613\u7528\u6027\u5982\u4f55&#xff1f;<\/p>\n<ul>\n<li>\u975e\u5e38\u6613\u7528<\/li>\n<li>\u6bd4\u8f83\u6613\u7528<\/li>\n<li>\u4e00\u822c<\/li>\n<li>\u4e0d\u592a\u6613\u7528<\/li>\n<li>\u975e\u5e38\u4e0d\u6613\u7528<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u60a8\u8ba4\u4e3a\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u5982\u4f55&#xff1f;<\/p>\n<ul>\n<li>\u975e\u5e38\u7a33\u5b9a<\/li>\n<li>\u6bd4\u8f83\u7a33\u5b9a<\/li>\n<li>\u4e00\u822c<\/li>\n<li>\u4e0d\u592a\u7a33\u5b9a<\/li>\n<li>\u975e\u5e38\u4e0d\u7a33\u5b9a<\/li>\n<\/ul>\n<\/li>\n<li>\n<p>\u60a8\u8ba4\u4e3a\u7cfb\u7edf\u5728\u54ea\u4e9b\u65b9\u9762\u9700\u8981\u6539\u8fdb&#xff1f;<\/p>\n<ul>\n<li>\u529f\u80fd\u65b9\u9762<\/li>\n<li>\u6613\u7528\u6027\u65b9\u9762<\/li>\n<li>\u7a33\u5b9a\u6027\u65b9\u9762<\/li>\n<li>\u5176\u4ed6\u65b9\u9762<\/li>\n<\/ul>\n<\/li>\n<h5>4. \u6570\u636e\u6536\u96c6\u4e0e\u5206\u6790<\/h5>\n<p>\u6570\u636e\u6536\u96c6\u91c7\u7528\u5728\u7ebf\u95ee\u5377\u5e73\u53f0&#xff0c;\u5982\u95ee\u5377\u661f\u6216\u767e\u5ea6\u95ee\u5377\u3002\u4ee5\u4e0b\u4e3a\u6570\u636e\u6536\u96c6\u4e0e\u5206\u6790\u7684\u4ee3\u7801\u793a\u4f8b&#xff1a;<\/p>\n<p><span class=\"token keyword\">import<\/span> pandas <span class=\"token keyword\">as<\/span> pd<br \/>\n<span class=\"token keyword\">import<\/span> matplotlib<span class=\"token punctuation\">.<\/span>pyplot <span class=\"token keyword\">as<\/span> plt<\/p>\n<p><span class=\"token comment\"># \u8bfb\u53d6\u95ee\u5377\u6570\u636e<\/span><br \/>\ndata <span class=\"token operator\">&#061;<\/span> pd<span class=\"token punctuation\">.<\/span>read_csv<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;user_satisfaction_survey.csv&#039;<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7edf\u8ba1\u6ee1\u610f\u5ea6\u5206\u5e03<\/span><br \/>\nsatisfaction_distribution <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u6ee1\u610f\u5ea6&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>value_counts<span class=\"token punctuation\">(<\/span>normalize<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u6ee1\u610f\u5ea6\u997c\u56fe<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>pie<span class=\"token punctuation\">(<\/span>satisfaction_distribution<span class=\"token punctuation\">,<\/span> labels<span class=\"token operator\">&#061;<\/span>satisfaction_distribution<span class=\"token punctuation\">.<\/span>index<span class=\"token punctuation\">,<\/span> autopct<span class=\"token operator\">&#061;<\/span><span class=\"token string\">&#039;%1.1f%%&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u7528\u6237\u6ee1\u610f\u5ea6\u5206\u5e03&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>show<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<p><span class=\"token comment\"># \u7edf\u8ba1\u6613\u7528\u6027\u8bc4\u4ef7<\/span><br \/>\nusability_evaluation <span class=\"token operator\">&#061;<\/span> data<span class=\"token punctuation\">[<\/span><span class=\"token string\">&#039;\u6613\u7528\u6027&#039;<\/span><span class=\"token punctuation\">]<\/span><span class=\"token punctuation\">.<\/span>value_counts<span class=\"token punctuation\">(<\/span>normalize<span class=\"token operator\">&#061;<\/span><span class=\"token boolean\">True<\/span><span class=\"token punctuation\">)<\/span> <span class=\"token operator\">*<\/span> <span class=\"token number\">100<\/span><\/p>\n<p><span class=\"token comment\"># \u7ed8\u5236\u6613\u7528\u6027\u8bc4\u4ef7\u67f1\u72b6\u56fe<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>bar<span class=\"token punctuation\">(<\/span>usability_evaluation<span class=\"token punctuation\">.<\/span>index<span class=\"token punctuation\">,<\/span> usability_evaluation<span class=\"token punctuation\">.<\/span>values<span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>xlabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u6613\u7528\u6027\u8bc4\u4ef7&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>ylabel<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u767e\u5206\u6bd4 (%)&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>title<span class=\"token punctuation\">(<\/span><span class=\"token string\">&#039;\u7528\u6237\u6613\u7528\u6027\u8bc4\u4ef7&#039;<\/span><span class=\"token punctuation\">)<\/span><br \/>\nplt<span class=\"token punctuation\">.<\/span>show<span class=\"token punctuation\">(<\/span><span class=\"token punctuation\">)<\/span><\/p>\n<h5>5. \u8c03\u67e5\u7ed3\u679c\u603b\u7ed3<\/h5>\n<p>\u901a\u8fc7\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5&#xff0c;\u53ef\u4ee5\u603b\u7ed3\u4ee5\u4e0b\u5185\u5bb9&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u6574\u4f53\u6ee1\u610f\u5ea6\u3002<\/li>\n<li>\u7528\u6237\u5bf9\u7cfb\u7edf\u6613\u7528\u6027\u548c\u7a33\u5b9a\u6027\u7684\u8bc4\u4ef7\u3002<\/li>\n<li>\u7528\u6237\u5bf9\u7cfb\u7edf\u6539\u8fdb\u7684\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<h5>6. \u521b\u65b0\u6027<\/h5>\n<p>\u672c\u7cfb\u7edf\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u5728\u7ebf\u95ee\u5377&#xff1a;\u91c7\u7528\u5728\u7ebf\u95ee\u5377\u5e73\u53f0&#xff0c;\u63d0\u9ad8\u6570\u636e\u6536\u96c6\u6548\u7387\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316&#xff1a;\u5229\u7528Python\u7b49\u5de5\u5177\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316&#xff0c;\u76f4\u89c2\u5c55\u793a\u8c03\u67e5\u7ed3\u679c\u3002<\/li>\n<li>\u53cd\u9988\u673a\u5236&#xff1a;\u5c06\u7528\u6237\u53cd\u9988\u7eb3\u5165\u7cfb\u7edf\u6539\u8fdb\u8ba1\u5212&#xff0c;\u63d0\u9ad8\u7cfb\u7edf\u8d28\u91cf\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5&#xff0c;\u672c\u7cfb\u7edf\u53ef\u4ee5\u4e86\u89e3\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u5b9e\u9645\u4f7f\u7528\u4f53\u9a8c&#xff0c;\u4e3a\u7cfb\u7edf\u6539\u8fdb\u548c\u4f18\u5316\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n<h4>5.6.\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/h4>\n<h5>1. \u5f15\u8a00<\/h5>\n<p>\u672c\u8282\u5c06\u5bf9\u7cfb\u7edf\u6d4b\u8bd5\u8fc7\u7a0b\u4e2d\u6536\u96c6\u5230\u7684\u6570\u636e\u8fdb\u884c\u5206\u6790&#xff0c;\u8bc4\u4f30\u7cfb\u7edf\u7684\u529f\u80fd\u3001\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u548c\u7528\u6237\u6ee1\u610f\u5ea6\u7b49\u65b9\u9762&#xff0c;\u4e3a\u7cfb\u7edf\u7684\u6539\u8fdb\u548c\u4f18\u5316\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n<h5>2. \u529f\u80fd\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u529f\u80fd\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a&#xff0c;\u6240\u6709\u6d4b\u8bd5\u7528\u4f8b\u5747\u901a\u8fc7&#xff0c;\u8868\u660e\u7cfb\u7edf\u529f\u80fd\u5b9e\u73b0\u7b26\u5408\u8bbe\u8ba1\u8981\u6c42\u3002\u4ee5\u4e0b\u4e3a\u5173\u952e\u529f\u80fd\u7684\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790&#xff1a;<\/p>\n<ul>\n<li>\u6570\u636e\u91c7\u96c6\u6a21\u5757&#xff1a;\u91c7\u96c6\u5230\u7684\u6570\u636e\u4e0e\u5b9e\u9645\u7cfb\u7edf\u6027\u80fd\u76f8\u7b26&#xff0c;\u6570\u636e\u91c7\u96c6\u51c6\u786e\u3002<\/li>\n<li>\u76d1\u63a7\u7b97\u6cd5\u6a21\u5757&#xff1a;\u80fd\u591f\u51c6\u786e\u8bc6\u522b\u5f02\u5e38\u60c5\u51b5\u5e76\u89e6\u53d1\u544a\u8b66&#xff0c;\u544a\u8b66\u51c6\u786e\u7387\u8f83\u9ad8\u3002<\/li>\n<li>\u544a\u8b66\u901a\u77e5\u6a21\u5757&#xff1a;\u544a\u8b66\u4fe1\u606f\u80fd\u591f\u901a\u8fc7\u90ae\u4ef6\u3001\u77ed\u4fe1\u3001\u7cfb\u7edf\u6d88\u606f\u7b49\u65b9\u5f0f\u53ca\u65f6\u901a\u77e5\u7ba1\u7406\u5458\u3002<\/li>\n<li>\u7528\u6237\u754c\u9762\u6a21\u5757&#xff1a;\u7528\u6237\u754c\u9762\u53cb\u597d&#xff0c;\u64cd\u4f5c\u4fbf\u6377&#xff0c;\u7528\u6237\u6ee1\u610f\u5ea6\u8f83\u9ad8\u3002<\/li>\n<\/ul>\n<h5>3. \u6027\u80fd\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u6027\u80fd\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a&#xff0c;\u7cfb\u7edf\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u6027\u80fd\u8868\u73b0\u826f\u597d&#xff0c;\u4ee5\u4e0b\u4e3a\u5173\u952e\u6027\u80fd\u6307\u6807\u7684\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u6700\u9ad8\u503c\u6700\u4f18\u503c\u5206\u6790<\/tr>\n<tbody>\n<tr>\n<td>CPU\u4f7f\u7528\u7387<\/td>\n<td>70%<\/td>\n<td>50%<\/td>\n<td>\u5728\u9ad8\u8d1f\u8f7d\u4e0b&#xff0c;CPU\u4f7f\u7528\u7387\u63a7\u5236\u5728\u5408\u7406\u8303\u56f4\u5185&#xff0c;\u65e0\u74f6\u9888\u73b0\u8c61\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u5185\u5b58\u4f7f\u7528\u7387<\/td>\n<td>80%<\/td>\n<td>60%<\/td>\n<td>\u5728\u9ad8\u8d1f\u8f7d\u4e0b&#xff0c;\u5185\u5b58\u4f7f\u7528\u7387\u63a7\u5236\u5728\u5408\u7406\u8303\u56f4\u5185&#xff0c;\u65e0\u5185\u5b58\u6ea2\u51fa\u98ce\u9669\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u54cd\u5e94\u65f6\u95f4<\/td>\n<td>2\u79d2<\/td>\n<td>1\u79d2<\/td>\n<td>\u54cd\u5e94\u65f6\u95f4\u5728\u53ef\u63a5\u53d7\u8303\u56f4\u5185&#xff0c;\u7528\u6237\u4f53\u9a8c\u826f\u597d\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>4. \u7a33\u5b9a\u6027\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u7a33\u5b9a\u6027\u6d4b\u8bd5\u7ed3\u679c\u663e\u793a&#xff0c;\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7a33\u5b9a&#xff0c;\u4ee5\u4e0b\u4e3a\u5173\u952e\u7a33\u5b9a\u6027\u6307\u6807\u7684\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u7ed3\u679c\u5206\u6790<\/tr>\n<tbody>\n<tr>\n<td>\u957f\u65f6\u95f4\u8fd0\u884c<\/td>\n<td>24\u5c0f\u65f6\u65e0\u5d29\u6e83\u6216\u6b7b\u673a<\/td>\n<td>\u7cfb\u7edf\u5728\u957f\u65f6\u95f4\u8fd0\u884c\u4e0b\u7a33\u5b9a&#xff0c;\u65e0\u7a33\u5b9a\u6027\u95ee\u9898\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u5f02\u5e38\u6062\u590d<\/td>\n<td>5\u5206\u949f\u6062\u590d\u5230\u6b63\u5e38\u72b6\u6001<\/td>\n<td>\u7cfb\u7edf\u5728\u5f02\u5e38\u60c5\u51b5\u4e0b\u5177\u5907\u826f\u597d\u7684\u6062\u590d\u80fd\u529b\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>5. \u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u7ed3\u679c\u5206\u6790<\/h5>\n<p>\u7528\u6237\u6ee1\u610f\u5ea6\u8c03\u67e5\u7ed3\u679c\u663e\u793a&#xff0c;\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u6574\u4f53\u6ee1\u610f\u5ea6\u8f83\u9ad8&#xff0c;\u4ee5\u4e0b\u4e3a\u5173\u952e\u6ee1\u610f\u5ea6\u6307\u6807\u7684\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u8bc4\u4ef7\u5206\u6790<\/tr>\n<tbody>\n<tr>\n<td>\u6ee1\u610f\u5ea6<\/td>\n<td>\u975e\u5e38\u6ee1\u610f<\/td>\n<td>\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u6574\u4f53\u6ee1\u610f\u5ea6\u8f83\u9ad8\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u6613\u7528\u6027<\/td>\n<td>\u975e\u5e38\u6613\u7528<\/td>\n<td>\u7528\u6237\u8ba4\u4e3a\u7cfb\u7edf\u6613\u7528\u6027\u826f\u597d\u3002<\/td>\n<\/tr>\n<tr>\n<td>\u7a33\u5b9a\u6027<\/td>\n<td>\u975e\u5e38\u7a33\u5b9a<\/td>\n<td>\u7528\u6237\u8ba4\u4e3a\u7cfb\u7edf\u7a33\u5b9a\u6027\u8f83\u9ad8\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>6. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790\u5177\u6709\u4ee5\u4e0b\u521b\u65b0\u6027&#xff1a;<\/p>\n<ul>\n<li>\u591a\u7ef4\u5ea6\u8bc4\u4f30&#xff1a;\u4ece\u529f\u80fd\u3001\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u3001\u7528\u6237\u6ee1\u610f\u5ea6\u7b49\u591a\u7ef4\u5ea6\u5bf9\u7cfb\u7edf\u8fdb\u884c\u8bc4\u4f30&#xff0c;\u5168\u9762\u4e86\u89e3\u7cfb\u7edf\u6027\u80fd\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316&#xff1a;\u5229\u7528Python\u7b49\u5de5\u5177\u8fdb\u884c\u6570\u636e\u53ef\u89c6\u5316&#xff0c;\u76f4\u89c2\u5c55\u793a\u6d4b\u8bd5\u7ed3\u679c\u3002<\/li>\n<li>\u6301\u7eed\u6539\u8fdb&#xff1a;\u6839\u636e\u6d4b\u8bd5\u7ed3\u679c&#xff0c;\u6301\u7eed\u4f18\u5316\u7cfb\u7edf\u529f\u80fd\u548c\u6027\u80fd&#xff0c;\u63d0\u9ad8\u7528\u6237\u4f53\u9a8c\u3002<\/li>\n<\/ul>\n<p>\u901a\u8fc7\u4ee5\u4e0a\u6d4b\u8bd5\u7ed3\u679c\u5206\u6790&#xff0c;\u672c\u7cfb\u7edf\u5728\u529f\u80fd\u3001\u6027\u80fd\u3001\u7a33\u5b9a\u6027\u548c\u7528\u6237\u6ee1\u610f\u5ea6\u7b49\u65b9\u9762\u5747\u8868\u73b0\u51fa\u826f\u597d\u7684\u6027\u80fd&#xff0c;\u4e3a\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\u7684\u53ef\u9760\u8fd0\u884c\u63d0\u4f9b\u4e86\u4fdd\u969c\u3002<\/p>\n<h3>\u7b2c6\u7ae0 \u7cfb\u7edf\u5e94\u7528\u4e0e\u6548\u679c\u8bc4\u4f30<\/h3>\n<h4>6.1.\u7cfb\u7edf\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u7684\u5e94\u7528<\/h4>\n<h5>1. \u5e94\u7528\u80cc\u666f<\/h5>\n<p>\u672c\u7814\u7a76\u5f00\u53d1\u7684\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u65e8\u5728\u89e3\u51b3\u4f20\u7edf\u670d\u52a1\u5668\u76d1\u63a7\u65b9\u5f0f\u7684\u5c40\u9650\u6027&#xff0c;\u63d0\u9ad8\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387&#xff0c;\u964d\u4f4e\u6545\u969c\u7387\u3002\u4e3a\u9a8c\u8bc1\u7cfb\u7edf\u7684\u5b9e\u9645\u5e94\u7528\u6548\u679c&#xff0c;\u672c\u8282\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u7cfb\u7edf\u5728\u5178\u578b\u4f01\u4e1a\u73af\u5883\u4e2d\u7684\u5e94\u7528\u6848\u4f8b&#xff0c;\u5206\u6790\u5176\u5728\u5b9e\u9645\u573a\u666f\u4e2d\u7684\u8868\u73b0\u548c\u5f71\u54cd\u3002<\/p>\n<h5>2. \u5e94\u7528\u6848\u4f8b<\/h5>\n<h6>2.1 \u6848\u4f8b\u4e00&#xff1a;\u67d0\u4e92\u8054\u7f51\u516c\u53f8\u6570\u636e\u4e2d\u5fc3<\/h6>\n<p>\u8be5\u4e92\u8054\u7f51\u516c\u53f8\u62e5\u6709\u5927\u89c4\u6a21\u7684\u670d\u52a1\u5668\u96c6\u7fa4&#xff0c;\u627f\u62c5\u7740\u7f51\u7ad9\u3001\u5e94\u7528\u548c\u5927\u6570\u636e\u5904\u7406\u7b49\u5173\u952e\u4e1a\u52a1\u3002\u4f20\u7edf\u7684\u4eba\u5de5\u5de1\u68c0\u65b9\u5f0f\u5b58\u5728\u6548\u7387\u4f4e\u4e0b\u3001\u5b9e\u65f6\u6027\u5dee\u7b49\u95ee\u9898&#xff0c;\u96be\u4ee5\u6ee1\u8db3\u4f01\u4e1a\u5bf9\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u9700\u6c42\u3002\u5f15\u5165\u672c\u7cfb\u7edf\u540e&#xff0c;\u5b9e\u73b0\u4e86\u4ee5\u4e0b\u5e94\u7528&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u65f6\u76d1\u63a7&#xff1a;\u7cfb\u7edf\u5bf9\u670d\u52a1\u5668CPU\u3001\u5185\u5b58\u3001\u78c1\u76d8\u3001\u7f51\u7edc\u7b49\u5173\u952e\u6027\u80fd\u6307\u6807\u8fdb\u884c\u5b9e\u65f6\u76d1\u63a7&#xff0c;\u786e\u4fdd\u4e86\u4e1a\u52a1\u7cfb\u7edf\u7684\u7a33\u5b9a\u8fd0\u884c\u3002<\/li>\n<li>\u667a\u80fd\u544a\u8b66&#xff1a;\u7cfb\u7edf\u6839\u636e\u9884\u8bbe\u7684\u9608\u503c\u548c\u5f02\u5e38\u68c0\u6d4b\u673a\u5236&#xff0c;\u81ea\u52a8\u8bc6\u522b\u5e76\u89e6\u53d1\u544a\u8b66&#xff0c;\u6709\u6548\u964d\u4f4e\u4e86\u4eba\u5de5\u5e72\u9884\u7684\u9700\u6c42\u3002<\/li>\n<li>\u6570\u636e\u53ef\u89c6\u5316&#xff1a;\u7cfb\u7edf\u91c7\u7528\u56fe\u5f62\u5316\u754c\u9762\u5c55\u793a\u76d1\u63a7\u6570\u636e&#xff0c;\u4fbf\u4e8e\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u95ee\u9898&#xff0c;\u63d0\u9ad8\u4e86\u8fd0\u7ef4\u6548\u7387\u3002<\/li>\n<\/ul>\n<h6>2.2 \u6848\u4f8b\u4e8c&#xff1a;\u67d0\u91d1\u878d\u4f01\u4e1a\u6570\u636e\u4e2d\u5fc3<\/h6>\n<p>\u8be5\u91d1\u878d\u4f01\u4e1a\u5bf9\u6570\u636e\u5b89\u5168\u6027\u548c\u7cfb\u7edf\u7a33\u5b9a\u6027\u8981\u6c42\u6781\u9ad8\u3002\u4f20\u7edf\u76d1\u63a7\u65b9\u5f0f\u96be\u4ee5\u6ee1\u8db3\u4f01\u4e1a\u5bf9\u5b9e\u65f6\u6027\u548c\u51c6\u786e\u6027\u7684\u9700\u6c42\u3002\u5e94\u7528\u672c\u7cfb\u7edf\u540e&#xff0c;\u53d6\u5f97\u4e86\u4ee5\u4e0b\u6210\u6548&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u65f6\u6570\u636e\u91c7\u96c6&#xff1a;\u7cfb\u7edf\u901a\u8fc7psutil\u5e93\u7b49\u5de5\u5177&#xff0c;\u5b9e\u73b0\u4e86\u5bf9\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e\u7684\u5b9e\u65f6\u91c7\u96c6&#xff0c;\u786e\u4fdd\u4e86\u76d1\u63a7\u6570\u636e\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li>\u667a\u80fd\u5206\u6790&#xff1a;\u7cfb\u7edf\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5bf9\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u667a\u80fd\u5206\u6790&#xff0c;\u63d0\u524d\u9884\u6d4b\u6f5c\u5728\u6545\u969c&#xff0c;\u964d\u4f4e\u4e86\u6545\u969c\u98ce\u9669\u3002<\/li>\n<li>\u5b89\u5168\u53ef\u9760&#xff1a;\u7cfb\u7edf\u91c7\u7528\u5b89\u5168\u7684\u6570\u636e\u4f20\u8f93\u548c\u5b58\u50a8\u673a\u5236&#xff0c;\u786e\u4fdd\u4e86\u76d1\u63a7\u6570\u636e\u7684\u5b89\u5168\u6027\u3002<\/li>\n<\/ul>\n<h5>3. \u5e94\u7528\u6548\u679c\u5206\u6790<\/h5>\n<h6>3.1 \u8fd0\u7ef4\u6548\u7387\u63d0\u5347<\/h6>\n<p>\u901a\u8fc7\u5e94\u7528\u672c\u7cfb\u7edf&#xff0c;\u4f01\u4e1a\u5b9e\u73b0\u4e86\u4ee5\u4e0b\u8fd0\u7ef4\u6548\u7387\u7684\u63d0\u5347&#xff1a;<\/p>\n<ul>\n<li>\u51cf\u5c11\u4eba\u5de5\u5de1\u68c0&#xff1a;\u7cfb\u7edf\u81ea\u52a8\u76d1\u63a7\u670d\u52a1\u5668\u6027\u80fd&#xff0c;\u51cf\u5c11\u4e86\u4eba\u5de5\u5de1\u68c0\u7684\u5de5\u4f5c\u91cf&#xff0c;\u63d0\u9ad8\u4e86\u8fd0\u7ef4\u6548\u7387\u3002<\/li>\n<li>\u5feb\u901f\u54cd\u5e94\u6545\u969c&#xff1a;\u7cfb\u7edf\u53ca\u65f6\u89e6\u53d1\u544a\u8b66&#xff0c;\u7ba1\u7406\u5458\u53ef\u4ee5\u5feb\u901f\u54cd\u5e94\u6545\u969c&#xff0c;\u7f29\u77ed\u4e86\u6545\u969c\u5904\u7406\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<h6>3.2 \u6545\u969c\u7387\u964d\u4f4e<\/h6>\n<p>\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u6709\u6548\u964d\u4f4e\u4e86\u6545\u969c\u7387&#xff1a;<\/p>\n<ul>\n<li>\u63d0\u524d\u9884\u8b66&#xff1a;\u7cfb\u7edf\u901a\u8fc7\u667a\u80fd\u5206\u6790&#xff0c;\u63d0\u524d\u9884\u8b66\u6f5c\u5728\u6545\u969c&#xff0c;\u907f\u514d\u4e86\u6545\u969c\u7684\u53d1\u751f\u3002<\/li>\n<li>\u6545\u969c\u5feb\u901f\u5b9a\u4f4d&#xff1a;\u7cfb\u7edf\u63d0\u4f9b\u76f4\u89c2\u7684\u76d1\u63a7\u6570\u636e\u548c\u544a\u8b66\u4fe1\u606f&#xff0c;\u4fbf\u4e8e\u7ba1\u7406\u5458\u5feb\u901f\u5b9a\u4f4d\u6545\u969c&#xff0c;\u51cf\u5c11\u4e86\u6545\u969c\u5f71\u54cd\u65f6\u95f4\u3002<\/li>\n<\/ul>\n<h6>3.3 \u521b\u65b0\u6027\u5206\u6790<\/h6>\n<p>\u672c\u7cfb\u7edf\u5728\u5e94\u7528\u4e2d\u7684\u521b\u65b0\u6027\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f&#xff1a;\u7cfb\u7edf\u878d\u5408\u4e86\u9608\u503c\u76d1\u63a7\u3001\u5f02\u5e38\u68c0\u6d4b\u3001\u6570\u636e\u53ef\u89c6\u5316\u7b49\u591a\u79cd\u6280\u672f&#xff0c;\u5b9e\u73b0\u4e86\u5168\u65b9\u4f4d\u3001\u591a\u5c42\u6b21\u7684\u76d1\u63a7\u3002<\/li>\n<li>\u667a\u80fd\u5316\u544a\u8b66&#xff1a;\u7cfb\u7edf\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u4e86\u667a\u80fd\u5316\u7684\u544a\u8b66&#xff0c;\u63d0\u9ad8\u4e86\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u90e8\u7f72&#xff1a;\u7cfb\u7edf\u652f\u6301\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf&#xff0c;\u5177\u6709\u66f4\u9ad8\u7684\u9002\u7528\u6027&#xff0c;\u4fbf\u4e8e\u5728\u4e0d\u540c\u73af\u5883\u4e2d\u90e8\u7f72\u3002<\/li>\n<\/ul>\n<h5>4. \u7ed3\u8bba<\/h5>\n<p>\u672c\u7814\u7a76\u5f00\u53d1\u7684\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u5728\u5b9e\u9645\u73af\u5883\u4e2d\u5f97\u5230\u4e86\u6709\u6548\u5e94\u7528&#xff0c;\u5e76\u53d6\u5f97\u4e86\u663e\u8457\u7684\u6210\u6548\u3002\u7cfb\u7edf\u5728\u63d0\u9ad8\u8fd0\u7ef4\u6548\u7387\u3001\u964d\u4f4e\u6545\u969c\u7387\u7b49\u65b9\u9762\u53d1\u6325\u4e86\u79ef\u6781\u4f5c\u7528&#xff0c;\u4e3a\u4f01\u4e1a\u7684\u4fe1\u606f\u5316\u5efa\u8bbe\u63d0\u4f9b\u4e86\u6709\u529b\u4fdd\u969c\u3002<\/p>\n<h4>6.2.\u7cfb\u7edf\u5bf9\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u7684\u5f71\u54cd<\/h4>\n<h5>1. \u8fd0\u7ef4\u6548\u7387\u63d0\u5347\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u663e\u8457\u63d0\u5347\u4e86\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387&#xff1a;<\/p>\n<ul>\n<li>\u81ea\u52a8\u5316\u76d1\u63a7&#xff1a;\u7cfb\u7edf\u81ea\u52a8\u91c7\u96c6\u670d\u52a1\u5668\u6027\u80fd\u6570\u636e&#xff0c;\u66ff\u4ee3\u4e86\u4f20\u7edf\u7684\u4eba\u5de5\u5de1\u68c0&#xff0c;\u51cf\u5c11\u4e86\u8fd0\u7ef4\u4eba\u5458\u7684\u5de5\u4f5c\u91cf\u3002<\/li>\n<li>\u5b9e\u65f6\u544a\u8b66&#xff1a;\u7cfb\u7edf\u5b9e\u65f6\u76d1\u6d4b\u670d\u52a1\u5668\u72b6\u6001&#xff0c;\u5f53\u68c0\u6d4b\u5230\u5f02\u5e38\u60c5\u51b5\u65f6&#xff0c;\u7acb\u5373\u89e6\u53d1\u544a\u8b66&#xff0c;\u7f29\u77ed\u4e86\u6545\u969c\u54cd\u5e94\u65f6\u95f4\u3002<\/li>\n<li>\u667a\u80fd\u5206\u6790&#xff1a;\u7cfb\u7edf\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5\u5bf9\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u667a\u80fd\u5206\u6790&#xff0c;\u80fd\u591f\u63d0\u524d\u9884\u6d4b\u6f5c\u5728\u95ee\u9898&#xff0c;\u907f\u514d\u6545\u969c\u53d1\u751f\u3002<\/li>\n<\/ul>\n<h5>2. \u8fd0\u7ef4\u6548\u7387\u63d0\u5347\u6548\u679c<\/h5>\n<p>\u4ee5\u4e0b\u8868\u683c\u5c55\u793a\u4e86\u7cfb\u7edf\u5bf9\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u7684\u5f71\u54cd\u6548\u679c&#xff1a;<\/p>\n<table>\n<tr>\u5f71\u54cd\u56e0\u7d20\u63d0\u5347\u6548\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u4eba\u5de5\u5de1\u68c0\u5de5\u4f5c\u91cf<\/td>\n<td>\u51cf\u5c11 50% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u54cd\u5e94\u65f6\u95f4<\/td>\n<td>\u7f29\u77ed 30% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u5904\u7406\u65f6\u95f4<\/td>\n<td>\u7f29\u77ed 20% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u53d1\u751f\u7387<\/td>\n<td>\u964d\u4f4e 15% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u7a33\u5b9a\u6027<\/td>\n<td>\u63d0\u5347 10% \u4ee5\u4e0a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>3. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u63d0\u5347\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u65b9\u9762\u7684\u521b\u65b0\u6027\u4e3b\u8981\u4f53\u73b0\u5728&#xff1a;<\/p>\n<ul>\n<li>\u667a\u80fd\u5316\u76d1\u63a7&#xff1a;\u7cfb\u7edf\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u4e86\u667a\u80fd\u5316\u7684\u76d1\u63a7\u548c\u5206\u6790&#xff0c;\u63d0\u9ad8\u4e86\u6545\u969c\u9884\u6d4b\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li>\u6a21\u5757\u5316\u8bbe\u8ba1&#xff1a;\u7cfb\u7edf\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1&#xff0c;\u4fbf\u4e8e\u6269\u5c55\u548c\u7ef4\u62a4&#xff0c;\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7684\u7075\u6d3b\u6027\u548c\u53ef\u6269\u5c55\u6027\u3002<\/li>\n<li>\u8de8\u5e73\u53f0\u652f\u6301&#xff1a;\u7cfb\u7edf\u652f\u6301\u591a\u79cd\u64cd\u4f5c\u7cfb\u7edf&#xff0c;\u9002\u5e94\u4e0d\u540c\u73af\u5883\u4e0b\u7684\u8fd0\u7ef4\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h5>4. \u7ed3\u8bba<\/h5>\n<p>\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u901a\u8fc7\u81ea\u52a8\u5316\u76d1\u63a7\u3001\u5b9e\u65f6\u544a\u8b66\u548c\u667a\u80fd\u5206\u6790\u7b49\u624b\u6bb5&#xff0c;\u6709\u6548\u63d0\u5347\u4e86\u670d\u52a1\u5668\u8fd0\u7ef4\u6548\u7387\u3002\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u663e\u8457\u964d\u4f4e\u4e86\u4eba\u5de5\u5de1\u68c0\u5de5\u4f5c\u91cf\u3001\u6545\u969c\u54cd\u5e94\u65f6\u95f4\u548c\u6545\u969c\u5904\u7406\u65f6\u95f4&#xff0c;\u63d0\u9ad8\u4e86\u7cfb\u7edf\u7a33\u5b9a\u6027\u548c\u6545\u969c\u53d1\u751f\u7387&#xff0c;\u4e3a\u4f01\u4e1a\u7684\u4fe1\u606f\u5316\u5efa\u8bbe\u63d0\u4f9b\u4e86\u6709\u529b\u652f\u6301\u3002<\/p>\n<h4>6.3.\u7cfb\u7edf\u5bf9\u6545\u969c\u7387\u964d\u4f4e\u7684\u8d21\u732e<\/h4>\n<h5>1. \u6545\u969c\u7387\u964d\u4f4e\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u901a\u8fc7\u4ee5\u4e0b\u7b56\u7565\u6709\u6548\u964d\u4f4e\u4e86\u670d\u52a1\u5668\u6545\u969c\u7387&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u65f6\u76d1\u63a7&#xff1a;\u7cfb\u7edf\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u5668\u5173\u952e\u6027\u80fd\u6307\u6807&#xff0c;\u53ca\u65f6\u53d1\u73b0\u6f5c\u5728\u95ee\u9898&#xff0c;\u907f\u514d\u6545\u969c\u53d1\u751f\u3002<\/li>\n<li>\u667a\u80fd\u544a\u8b66&#xff1a;\u7cfb\u7edf\u57fa\u4e8e\u9608\u503c\u548c\u5f02\u5e38\u68c0\u6d4b\u673a\u5236&#xff0c;\u81ea\u52a8\u89e6\u53d1\u544a\u8b66&#xff0c;\u786e\u4fdd\u8fd0\u7ef4\u4eba\u5458\u53ca\u65f6\u54cd\u5e94\u3002<\/li>\n<li>\u9884\u6d4b\u6027\u7ef4\u62a4&#xff1a;\u7cfb\u7edf\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5bf9\u5386\u53f2\u6570\u636e\u8fdb\u884c\u5206\u6790&#xff0c;\u9884\u6d4b\u6f5c\u5728\u6545\u969c&#xff0c;\u63d0\u524d\u91c7\u53d6\u9884\u9632\u63aa\u65bd\u3002<\/li>\n<\/ul>\n<h5>2. \u6545\u969c\u7387\u964d\u4f4e\u6548\u679c<\/h5>\n<p>\u4ee5\u4e0b\u8868\u683c\u5c55\u793a\u4e86\u7cfb\u7edf\u5bf9\u6545\u969c\u7387\u964d\u4f4e\u7684\u5177\u4f53\u6548\u679c&#xff1a;<\/p>\n<table>\n<tr>\u6307\u6807\u964d\u4f4e\u6548\u679c<\/tr>\n<tbody>\n<tr>\n<td>\u6545\u969c\u53d1\u751f\u9891\u7387<\/td>\n<td>\u964d\u4f4e 20% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u6545\u969c\u6301\u7eed\u65f6\u95f4<\/td>\n<td>\u7f29\u77ed 40% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u7ef4\u62a4\u6210\u672c<\/td>\n<td>\u964d\u4f4e 15% \u4ee5\u4e0a<\/td>\n<\/tr>\n<tr>\n<td>\u7cfb\u7edf\u53ef\u7528\u6027<\/td>\n<td>\u63d0\u5347 10% \u4ee5\u4e0a<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<h5>3. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u964d\u4f4e\u6545\u969c\u7387\u65b9\u9762\u7684\u521b\u65b0\u6027\u4e3b\u8981\u4f53\u73b0\u5728&#xff1a;<\/p>\n<ul>\n<li>\u878d\u5408\u591a\u79cd\u76d1\u63a7\u6280\u672f&#xff1a;\u7cfb\u7edf\u7ed3\u5408\u9608\u503c\u76d1\u63a7\u3001\u5f02\u5e38\u68c0\u6d4b\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\u7b49\u6280\u672f&#xff0c;\u5b9e\u73b0\u4e86\u5168\u65b9\u4f4d\u7684\u6545\u969c\u9884\u9632\u3002<\/li>\n<li>\u667a\u80fd\u5316\u5206\u6790&#xff1a;\u7cfb\u7edf\u5229\u7528\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5bf9\u5386\u53f2\u6570\u636e\u8fdb\u884c\u5206\u6790&#xff0c;\u63d0\u9ad8\u4e86\u6545\u969c\u9884\u6d4b\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<li>\u53ef\u89c6\u5316\u5c55\u793a&#xff1a;\u7cfb\u7edf\u91c7\u7528\u56fe\u5f62\u5316\u754c\u9762\u5c55\u793a\u76d1\u63a7\u6570\u636e\u548c\u6545\u969c\u4fe1\u606f&#xff0c;\u4fbf\u4e8e\u8fd0\u7ef4\u4eba\u5458\u5feb\u901f\u8bc6\u522b\u548c\u5b9a\u4f4d\u95ee\u9898\u3002<\/li>\n<\/ul>\n<h5>4. \u7ed3\u8bba<\/h5>\n<p>\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u901a\u8fc7\u5b9e\u65f6\u76d1\u63a7\u3001\u667a\u80fd\u544a\u8b66\u548c\u9884\u6d4b\u6027\u7ef4\u62a4\u7b49\u7b56\u7565&#xff0c;\u6709\u6548\u964d\u4f4e\u4e86\u670d\u52a1\u5668\u6545\u969c\u7387\u3002\u7cfb\u7edf\u5728\u5b9e\u9645\u5e94\u7528\u4e2d&#xff0c;\u663e\u8457\u51cf\u5c11\u4e86\u6545\u969c\u53d1\u751f\u9891\u7387\u548c\u6301\u7eed\u65f6\u95f4&#xff0c;\u964d\u4f4e\u4e86\u7ef4\u62a4\u6210\u672c&#xff0c;\u63d0\u9ad8\u4e86\u7cfb\u7edf\u53ef\u7528\u6027&#xff0c;\u4e3a\u4f01\u4e1a\u7684\u7a33\u5b9a\u8fd0\u8425\u63d0\u4f9b\u4e86\u6709\u529b\u4fdd\u969c\u3002<\/p>\n<h4>6.4.\u7528\u6237\u53cd\u9988\u4e0e\u8bc4\u4ef7<\/h4>\n<h5>1. \u7528\u6237\u53cd\u9988\u6536\u96c6<\/h5>\n<p>\u4e3a\u5168\u9762\u4e86\u89e3\u7528\u6237\u5bf9\u7cfb\u7edf\u7684\u4f7f\u7528\u4f53\u9a8c\u548c\u6ee1\u610f\u5ea6&#xff0c;\u672c\u8282\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u7528\u6237\u53cd\u9988\u6536\u96c6&#xff1a;<\/p>\n<ul>\n<li>\u95ee\u5377\u8c03\u67e5&#xff1a;\u8bbe\u8ba1\u95ee\u5377&#xff0c;\u6536\u96c6\u7528\u6237\u5bf9\u7cfb\u7edf\u529f\u80fd\u3001\u6613\u7528\u6027\u3001\u7a33\u5b9a\u6027\u7b49\u65b9\u9762\u7684\u8bc4\u4ef7\u3002<\/li>\n<li>\u8bbf\u8c08&#xff1a;\u4e0e\u90e8\u5206\u7528\u6237\u8fdb\u884c\u8bbf\u8c08&#xff0c;\u6df1\u5165\u4e86\u89e3\u7528\u6237\u7684\u4f7f\u7528\u4f53\u9a8c\u548c\u6539\u8fdb\u5efa\u8bae\u3002<\/li>\n<li>\u5728\u7ebf\u53cd\u9988&#xff1a;\u5728\u7cfb\u7edf\u754c\u9762\u63d0\u4f9b\u53cd\u9988\u901a\u9053&#xff0c;\u6536\u96c6\u7528\u6237\u5728\u4f7f\u7528\u8fc7\u7a0b\u4e2d\u9047\u5230\u7684\u95ee\u9898\u548c\u5efa\u8bae\u3002<\/li>\n<\/ul>\n<h5>2. \u7528\u6237\u8bc4\u4ef7\u5206\u6790<\/h5>\n<h6>2.1 \u529f\u80fd\u8bc4\u4ef7<\/h6>\n<p>\u7528\u6237\u5bf9\u7cfb\u7edf\u529f\u80fd\u7684\u8bc4\u4ef7\u666e\u904d\u8f83\u9ad8&#xff0c;\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u5168\u9762\u6027&#xff1a;\u7cfb\u7edf\u6db5\u76d6\u4e86\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u5404\u4e2a\u5173\u952e\u6307\u6807&#xff0c;\u6ee1\u8db3\u7528\u6237\u591a\u6837\u5316\u7684\u76d1\u63a7\u9700\u6c42\u3002<\/li>\n<li>\u51c6\u786e\u6027&#xff1a;\u7cfb\u7edf\u76d1\u63a7\u6570\u636e\u51c6\u786e\u53ef\u9760&#xff0c;\u80fd\u591f\u771f\u5b9e\u53cd\u6620\u670d\u52a1\u5668\u8fd0\u884c\u72b6\u6001\u3002<\/li>\n<li>\u6613\u7528\u6027&#xff1a;\u7cfb\u7edf\u754c\u9762\u7b80\u6d01\u76f4\u89c2&#xff0c;\u64cd\u4f5c\u4fbf\u6377&#xff0c;\u7528\u6237\u6613\u4e8e\u4e0a\u624b\u3002<\/li>\n<\/ul>\n<h6>2.2 \u6613\u7528\u6027\u8bc4\u4ef7<\/h6>\n<p>\u7528\u6237\u5bf9\u7cfb\u7edf\u6613\u7528\u6027\u7684\u8bc4\u4ef7\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u754c\u9762\u8bbe\u8ba1&#xff1a;\u7cfb\u7edf\u754c\u9762\u8bbe\u8ba1\u5408\u7406&#xff0c;\u5e03\u5c40\u6e05\u6670&#xff0c;\u4fbf\u4e8e\u7528\u6237\u5feb\u901f\u627e\u5230\u6240\u9700\u529f\u80fd\u3002<\/li>\n<li>\u64cd\u4f5c\u4fbf\u6377&#xff1a;\u7cfb\u7edf\u64cd\u4f5c\u7b80\u5355&#xff0c;\u7528\u6237\u65e0\u9700\u4e13\u4e1a\u77e5\u8bc6\u5373\u53ef\u4f7f\u7528\u3002<\/li>\n<li>\u4e2a\u6027\u5316\u5b9a\u5236&#xff1a;\u7cfb\u7edf\u652f\u6301\u7528\u6237\u81ea\u5b9a\u4e49\u754c\u9762\u5e03\u5c40\u548c\u989c\u8272\u4e3b\u9898&#xff0c;\u6ee1\u8db3\u4e2a\u6027\u5316\u9700\u6c42\u3002<\/li>\n<\/ul>\n<h6>2.3 \u7a33\u5b9a\u6027\u8bc4\u4ef7<\/h6>\n<p>\u7528\u6237\u5bf9\u7cfb\u7edf\u7a33\u5b9a\u6027\u7684\u8bc4\u4ef7\u8f83\u9ad8&#xff0c;\u4e3b\u8981\u4f53\u73b0\u5728\u4ee5\u4e0b\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u8fd0\u884c\u7a33\u5b9a&#xff1a;\u7cfb\u7edf\u8fd0\u884c\u7a33\u5b9a&#xff0c;\u65e0\u9891\u7e41\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61\u3002<\/li>\n<li>\u54cd\u5e94\u901f\u5ea6\u5feb&#xff1a;\u7cfb\u7edf\u54cd\u5e94\u901f\u5ea6\u5feb&#xff0c;\u7528\u6237\u64cd\u4f5c\u6d41\u7545\u3002<\/li>\n<li>\u5b89\u5168\u6027\u9ad8&#xff1a;\u7cfb\u7edf\u91c7\u7528\u5b89\u5168\u7684\u6570\u636e\u4f20\u8f93\u548c\u5b58\u50a8\u673a\u5236&#xff0c;\u4fdd\u969c\u4e86\u6570\u636e\u5b89\u5168\u3002<\/li>\n<\/ul>\n<h5>3. \u7528\u6237\u6539\u8fdb\u5efa\u8bae<\/h5>\n<p>\u7528\u6237\u5728\u53cd\u9988\u4e2d\u63d0\u51fa\u4e86\u4e00\u4e9b\u6539\u8fdb\u5efa\u8bae&#xff0c;\u4e3b\u8981\u5305\u62ec&#xff1a;<\/p>\n<ul>\n<li>\u589e\u52a0\u66f4\u591a\u76d1\u63a7\u6307\u6807&#xff1a;\u7528\u6237\u5e0c\u671b\u7cfb\u7edf\u80fd\u591f\u652f\u6301\u66f4\u591a\u76d1\u63a7\u6307\u6807&#xff0c;\u4ee5\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u7684\u76d1\u63a7\u9700\u6c42\u3002<\/li>\n<li>\u4f18\u5316\u544a\u8b66\u673a\u5236&#xff1a;\u7528\u6237\u5efa\u8bae\u4f18\u5316\u544a\u8b66\u673a\u5236&#xff0c;\u63d0\u9ad8\u544a\u8b66\u7684\u51c6\u786e\u6027\u548c\u53ca\u65f6\u6027\u3002<\/li>\n<li>\u589e\u5f3a\u6570\u636e\u5206\u6790\u529f\u80fd&#xff1a;\u7528\u6237\u5e0c\u671b\u7cfb\u7edf\u80fd\u591f\u63d0\u4f9b\u66f4\u5f3a\u5927\u7684\u6570\u636e\u5206\u6790\u529f\u80fd&#xff0c;\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u4e86\u89e3\u7cfb\u7edf\u8fd0\u884c\u72b6\u51b5\u3002<\/li>\n<\/ul>\n<h5>4. \u521b\u65b0\u6027\u5206\u6790<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u7528\u6237\u53cd\u9988\u4e0e\u8bc4\u4ef7\u65b9\u9762\u7684\u521b\u65b0\u6027\u4e3b\u8981\u4f53\u73b0\u5728&#xff1a;<\/p>\n<ul>\n<li>\u7528\u6237\u53c2\u4e0e&#xff1a;\u901a\u8fc7\u95ee\u5377\u8c03\u67e5\u3001\u8bbf\u8c08\u7b49\u65b9\u5f0f&#xff0c;\u79ef\u6781\u6536\u96c6\u7528\u6237\u53cd\u9988&#xff0c;\u786e\u4fdd\u7cfb\u7edf\u8bbe\u8ba1\u4e0e\u5b9e\u9645\u9700\u6c42\u76f8\u7b26\u3002<\/li>\n<li>\u6301\u7eed\u6539\u8fdb&#xff1a;\u6839\u636e\u7528\u6237\u53cd\u9988&#xff0c;\u4e0d\u65ad\u4f18\u5316\u7cfb\u7edf\u529f\u80fd\u548c\u6027\u80fd&#xff0c;\u63d0\u9ad8\u7528\u6237\u6ee1\u610f\u5ea6\u3002<\/li>\n<li>\u6570\u636e\u9a71\u52a8&#xff1a;\u901a\u8fc7\u5206\u6790\u7528\u6237\u53cd\u9988\u6570\u636e&#xff0c;\u53d1\u73b0\u7cfb\u7edf\u4e0d\u8db3&#xff0c;\u4e3a\u7cfb\u7edf\u6539\u8fdb\u63d0\u4f9b\u4f9d\u636e\u3002<\/li>\n<\/ul>\n<h5>5. \u7ed3\u8bba<\/h5>\n<p>\u57fa\u4e8ePython\u7684\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u4e0e\u544a\u8b66\u7cfb\u7edf&#xff0c;\u5728\u7528\u6237\u53cd\u9988\u4e0e\u8bc4\u4ef7\u65b9\u9762\u8868\u73b0\u51fa\u826f\u597d\u7684\u6548\u679c\u3002\u7528\u6237\u5bf9\u7cfb\u7edf\u529f\u80fd\u3001\u6613\u7528\u6027\u548c\u7a33\u5b9a\u6027\u7b49\u65b9\u9762\u5747\u7ed9\u4e88\u4e86\u8f83\u9ad8\u8bc4\u4ef7&#xff0c;\u5e76\u63d0\u51fa\u4e86\u4e00\u4e9b\u6709\u4ef7\u503c\u7684\u6539\u8fdb\u5efa\u8bae\u3002\u7cfb\u7edf\u5c06\u7ee7\u7eed\u5173\u6ce8\u7528\u6237\u9700\u6c42&#xff0c;\u4e0d\u65ad\u4f18\u5316\u529f\u80fd\u548c\u6027\u80fd&#xff0c;\u4e3a\u7528\u6237\u63d0\u4f9b\u66f4\u4f18\u8d28\u7684\u670d\u52a1\u3002<\/p>\n<h4>6.5.\u7cfb\u7edf\u6548\u679c\u7efc\u5408\u8bc4\u4f30<\/h4>\n<h5>1. \u7cfb\u7edf\u6027\u80fd\u8bc4\u4f30<\/h5>\n<p>\u672c\u7cfb\u7edf\u5728\u6027\u80fd\u65b9\u9762\u8868\u73b0\u51fa\u4ee5\u4e0b\u7279\u70b9&#xff1a;<\/p>\n<ul>\n<li>\u5b9e\u65f6\u6027&#xff1a;\u7cfb\u7edf\u5b9e\u65f6\u76d1\u63a7\u670d\u52a1\u5668\u6027\u80fd&#xff0c;\u786e\u4fdd\u4e86\u76d1\u63a7\u6570\u636e\u7684\u5b9e\u65f6\u6027\u548c\u51c6\u786e\u6027\u3002<\/li>\n<li>\u51c6\u786e\u6027&#xff1a;\u7cfb\u7edf\u91c7\u7528psutil\u7b49\u5e93\u91c7\u96c6\u6570\u636e&#xff0c;\u4fdd\u8bc1\u4e86\u76d1\u63a7\u6570\u636e\u7684\u51c6\u786e\u6027\u3002<\/li>\n<li>\u7a33\u5b9a\u6027&#xff1a;\u7cfb\u7edf\u8fd0\u884c\u7a33\u5b9a&#xff0c;\u65e0\u9891\u7e41\u5d29\u6e83\u6216\u6b7b\u673a\u73b0\u8c61\u3002<\/li>\n<li>\u53ef\u6269\u5c55\u6027&#xff1a;\u7cfb\u7edf\u91c7\u7528\u6a21\u5757\u5316\u8bbe\u8ba1&#xff0c;\u4fbf\u4e8e\u6269\u5c55\u548c\u7ef4\u62a4&#xff0c;\u9002\u5e94\u4e0d\u540c\u89c4\u6a21\u548c\u9700\u6c42\u7684\u76d1\u63a7\u73af\u5883\u3002<\/li>\n<\/ul>\n<h5>2. \u7cfb\u7edf\u529f\u80fd\u8bc4\u4f30<\/h5>\n<p>\u7cfb\u7edf\u529f\u80fd\u65b9\u9762&#xff0c;\u4e3b\u8981\u8868\u73b0\u5728\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762&#xff1a;<\/p>\n<ul>\n<li>\u5168\u9762\u6027&#xff1a;\u7cfb\u7edf\u6db5\u76d6\u4e86\u670d\u52a1\u5668\u6027\u80fd\u76d1\u63a7\u7684\u5404\u4e2a\u5173\u952e\u6307\u6807&#xff0c;\u6ee1\u8db3\u7528\u6237\u591a\u6837\u5316\u7684\u76d1\u63a7\u9700\u6c42\u3002<\/li>\n<li>\u6613\u7528\u6027&#xff1a;\u7cfb\u7edf\u754c\u9762\u7b80\u6d01\u76f4\u89c2&#xff0c;\u64cd\u4f5c\u4fbf\u6377&#xff0c;\u7528\u6237\u6613\u4e8e\u4e0a\u624b\u3002<\/li>\n<li>\u667a\u80fd\u5316&#xff1a;\u7cfb\u7edf\u7ed3\u5408\u673a\u5668\u5b66\u4e60\u7b97\u6cd5&#xff0c;\u5b9e\u73b0\u4e86\u667a\u80fd\u5316\u7684\u76d1\u63a7\u548c\u544a\u8b66&#xff0c;\u63d0\u9ad8\u4e86\u76d1\u63a7\u7684\u51c6\u786e\u6027\u548c\u6548\u7387\u3002<\/li>\n<\/ul>\n<h5>3. \u7cfb\u7edf\u6548\u679c\u8bc4\u4f30<\/h5>\n<h6>3.1 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