{"id":1780,"date":"2023-04-27T20:48:50","date_gmt":"2023-04-27T11:48:50","guid":{"rendered":"https:\/\/edu.ujhb.org\/?p=1780"},"modified":"2023-04-27T20:48:50","modified_gmt":"2023-04-27T11:48:50","slug":"prometheus%e5%85%a5%e9%97%a8%ef%bc%88%e4%b8%ad%e6%96%87%e7%89%88%ef%bc%89","status":"publish","type":"post","link":"https:\/\/edu.ujhb.org\/?p=1780","title":{"rendered":"Prometheus\u5165\u95e8\uff08\u4e2d\u6587\u7248\uff09"},"content":{"rendered":"\n<p>\u6211\u662f\u8981\u505aIT\u6559\u7a0b\u7684\u89c6\u9891\uff0c\u4f60\u80fd\u5426\u6839\u636e\u7f51\u7ad9\u7684\u5185\u5bb9\uff0c\u4e3a\u6211\u5b89\u6392\u89c6\u9891\u6559\u7a0b\u7684\u6587\u5b57\u5185\u5bb9\u3002\u6211\u4eec\u5148\u4eceprometheus\u6559\u7a0b\u5f00\u59cb\uff0c\u4f60\u5148\u4e3a\u6211\u5217\u51fa\u8981\u8bb2\u89e3\u7684\u5185\u5bb9\u4e00\u89c8\u3002<\/p>\n\n\n\n<p>\u5f53\u7136\u53ef\u4ee5\uff01\u4ee5\u4e0b\u662f\u4e00\u4e2aPrometheus\u6559\u7a0b\u7684\u6982\u8981\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u8fd9\u4e2a\u6982\u8981\u5236\u4f5c\u60a8\u7684\u89c6\u9891\u6559\u7a0b\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Prometheus\u7b80\u4ecb\n<ul class=\"wp-block-list\">\n<li>\u4ec0\u4e48\u662fPrometheus<\/li>\n\n\n\n<li>Prometheus\u7684\u4f18\u52bf<\/li>\n\n\n\n<li>Prometheus\u7684\u4e3b\u8981\u5e94\u7528\u573a\u666f<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u5b89\u88c5\u4e0e\u914d\u7f6ePrometheus\n<ul class=\"wp-block-list\">\n<li>\u4e0b\u8f7d\u4e0e\u5b89\u88c5Prometheus<\/li>\n\n\n\n<li>\u914d\u7f6ePrometheus<\/li>\n\n\n\n<li>\u542f\u52a8Prometheus\u670d\u52a1<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u57fa\u672c\u6982\u5ff5\n<ul class=\"wp-block-list\">\n<li>\u6570\u636e\u6a21\u578b<\/li>\n\n\n\n<li>\u6307\u6807\u7c7b\u578b<\/li>\n\n\n\n<li>\u6807\u7b7e<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u6570\u636e\u6536\u96c6\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528Pushgateway<\/li>\n\n\n\n<li>\u4f7f\u7528Exporter<\/li>\n\n\n\n<li>\u4f7f\u7528Instrumentation<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u67e5\u8be2\u4e0e\u53ef\u89c6\u5316\n<ul class=\"wp-block-list\">\n<li>PromQL\u8bed\u6cd5\u53ca\u57fa\u672c\u4f7f\u7528<\/li>\n\n\n\n<li>\u5e38\u7528\u67e5\u8be2\u793a\u4f8b<\/li>\n\n\n\n<li>\u4f7f\u7528Grafana\u8fdb\u884c\u53ef\u89c6\u5316<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u8b66\u62a5\u4e0e\u901a\u77e5\n<ul class=\"wp-block-list\">\n<li>Alertmanager\u7b80\u4ecb<\/li>\n\n\n\n<li>\u914d\u7f6e\u8b66\u62a5\u89c4\u5219<\/li>\n\n\n\n<li>\u914d\u7f6e\u901a\u77e5\u65b9\u5f0f<\/li>\n\n\n\n<li>\u6d4b\u8bd5\u4e0e\u8c03\u8bd5\u8b66\u62a5\u901a\u77e5<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u6700\u4f73\u5b9e\u8df5\n<ul class=\"wp-block-list\">\n<li>\u76d1\u63a7\u7b56\u7565<\/li>\n\n\n\n<li>\u8d44\u6e90\u7ba1\u7406<\/li>\n\n\n\n<li>\u6027\u80fd\u4f18\u5316<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u4e0eKubernetes\u96c6\u6210\n<ul class=\"wp-block-list\">\n<li>Prometheus\u5728Kubernetes\u4e2d\u7684\u90e8\u7f72<\/li>\n\n\n\n<li>\u76d1\u63a7Kubernetes\u96c6\u7fa4<\/li>\n\n\n\n<li>\u76d1\u63a7Kubernetes\u5e94\u7528<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>Prometheus\u751f\u6001\u7cfb\u7edf\u4e0e\u76f8\u5173\u5de5\u5177\n<ul class=\"wp-block-list\">\n<li>Prometheus\u751f\u6001\u7cfb\u7edf\u6982\u89c8<\/li>\n\n\n\n<li>\u5e38\u7528\u5de5\u5177\u4e0e\u670d\u52a1\u7b80\u4ecb<\/li>\n\n\n\n<li>\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u4e0e\u670d\u52a1<\/li>\n<\/ul>\n<\/li>\n\n\n\n<li>\u603b\u7ed3\u4e0e\u672a\u6765\u5c55\u671b<\/li>\n<\/ol>\n\n\n\n<ul class=\"wp-block-list\">\n<li>Prometheus\u6559\u7a0b\u603b\u7ed3<\/li>\n\n\n\n<li>Prometheus\u7684\u53d1\u5c55\u8d8b\u52bf<\/li>\n\n\n\n<li>\u5b66\u4e60\u8d44\u6e90\u63a8\u8350<\/li>\n<\/ul>\n\n\n\n<p>\u60a8\u53ef\u4ee5\u6839\u636e\u8fd9\u4e2a\u6982\u8981\uff0c\u4e3a\u6bcf\u4e2a\u90e8\u5206\u7f16\u5199\u76f8\u5e94\u7684\u89c6\u9891\u811a\u672c\uff0c\u5e76\u5728\u5236\u4f5c\u89c6\u9891\u65f6\u8fdb\u884c\u9002\u5f53\u7684\u8c03\u6574\u3002\u5e0c\u671b\u8fd9\u4e2a\u6982\u8981\u5bf9\u60a8\u6709\u6240\u5e2e\u52a9\uff01<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4ec0\u4e48\u662fPrometheus<\/p>\n\n\n\n<p>The previous model used in this conversation is unavailable. We&#8217;ve switched you to the latest default model<\/p>\n\n\n\n<p>Prometheus\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u7528\u4e8e\u6536\u96c6\u3001\u5b58\u50a8\u548c\u67e5\u8be2\u5404\u79cd\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6307\u6807\u6570\u636e\u3002\u5b83\u6700\u521d\u7531SoundCloud\u5f00\u53d1\uff0c\u540e\u6765\u6210\u4e3a\u4e86Cloud Native Computing Foundation\uff08CNCF\uff09\u7684\u4e00\u4e2a\u9879\u76ee\u3002<\/p>\n\n\n\n<p>Prometheus\u7684\u8bbe\u8ba1\u76ee\u6807\u662f\u80fd\u591f\u5728\u5927\u89c4\u6a21\u7684\u5206\u5e03\u5f0f\u7cfb\u7edf\u4e2d\u9ad8\u6548\u5730\u6536\u96c6\u548c\u5b58\u50a8\u6307\u6807\u6570\u636e\uff0c\u5e76\u80fd\u591f\u63d0\u4f9b\u5f3a\u5927\u7684\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002\u5b83\u91c7\u7528\u4e86\u4e00\u79cd\u79f0\u4e3a\u201c\u591a\u7ef4\u6570\u636e\u6a21\u578b\u201d\u7684\u6570\u636e\u6a21\u578b\uff0c\u5176\u4e2d\u6bcf\u4e2a\u65f6\u95f4\u5e8f\u5217\u7531\u4e00\u4e2a\u540d\u79f0\u548c\u4e00\u7ec4\u952e\u503c\u5bf9\uff08\u79f0\u4e3a\u201c\u6807\u7b7e\u201d\uff09\u552f\u4e00\u786e\u5b9a\u3002\u8fd9\u4e2a\u6a21\u578b\u4f7f\u5f97Prometheus\u80fd\u591f\u9ad8\u6548\u5730\u5b58\u50a8\u548c\u67e5\u8be2\u591a\u7ef4\u5ea6\u7684\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n<p>Prometheus\u7684\u4e3b\u8981\u7279\u70b9\u5305\u62ec\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u591a\u7ef4\u6570\u636e\u6a21\u578b\uff1a\u80fd\u591f\u7075\u6d3b\u5730\u5904\u7406\u4e0d\u540c\u7ef4\u5ea6\u7684\u6307\u6807\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u63a8\u9001\u548c\u62c9\u53d6\u4e24\u79cd\u6570\u636e\u91c7\u96c6\u65b9\u5f0f\uff1a\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6570\u636e\u63a8\u9001\u5230Prometheus\u4e2d\uff0c\u4e5f\u53ef\u4ee5\u914d\u7f6ePrometheus\u4ece\u5176\u4ed6\u670d\u52a1\u4e2d\u62c9\u53d6\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u5f3a\u5927\u7684\u67e5\u8be2\u8bed\u8a00\uff1aPromQL\u662f\u4e00\u79cd\u7528\u4e8e\u67e5\u8be2\u548c\u805a\u5408\u6570\u636e\u7684\u9ad8\u7ea7\u8bed\u8a00\uff0c\u652f\u6301\u591a\u79cd\u805a\u5408\u51fd\u6570\u548c\u8868\u8fbe\u5f0f\u3002<\/li>\n\n\n\n<li>\u53ef\u6269\u5c55\u6027\uff1aPrometheus\u652f\u6301\u6c34\u5e73\u6269\u5c55\uff0c\u53ef\u4ee5\u901a\u8fc7\u6dfb\u52a0\u66f4\u591a\u7684\u5b9e\u4f8b\u6765\u5904\u7406\u66f4\u591a\u7684\u6307\u6807\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\u548c\u544a\u8b66\uff1aPrometheus\u652f\u6301\u5c06\u6307\u6807\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5e76\u80fd\u591f\u57fa\u4e8e\u6307\u6807\u6570\u636e\u751f\u6210\u544a\u8b66\u548c\u901a\u77e5\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u662f\u4e00\u6b3e\u5f3a\u5927\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u53ef\u5e2e\u52a9\u60a8\u76d1\u63a7\u5404\u79cd\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u67e5\u8be2\u3001\u53ef\u89c6\u5316\u548c\u544a\u8b66\u529f\u80fd\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u7684\u4f18\u52bf<\/p>\n\n\n\n<p>Prometheus\u662f\u4e00\u6b3e\u5148\u8fdb\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5b83\u6709\u8bb8\u591a\u4f18\u52bf\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u4f18\u52bf\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u591a\u7ef4\u6570\u636e\u6a21\u578b\uff1aPrometheus\u7684\u6570\u636e\u6a21\u578b\u652f\u6301\u591a\u4e2a\u7ef4\u5ea6\u7684\u6570\u636e\u5b58\u50a8\uff0c\u8fd9\u610f\u5473\u7740\u60a8\u53ef\u4ee5\u4f7f\u7528\u4e0d\u540c\u7684\u6807\u7b7e\u6765\u6807\u8bc6\u548c\u7ec4\u7ec7\u6307\u6807\u6570\u636e\u3002\u8fd9\u79cd\u7075\u6d3b\u6027\u4f7f\u5f97Prometheus\u53ef\u4ee5\u8f7b\u677e\u5730\u5904\u7406\u9ad8\u7ef4\u5ea6\u7684\u76d1\u63a7\u6570\u636e\uff0c\u5e76\u4e14\u80fd\u591f\u5feb\u901f\u67e5\u8be2\u548c\u8fc7\u6ee4\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u53ef\u4ee5\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\uff1aPrometheus\u88ab\u8bbe\u8ba1\u4e3a\u5177\u6709\u9ad8\u5ea6\u53ef\u6269\u5c55\u6027\uff0c\u56e0\u6b64\u5b83\u53ef\u4ee5\u8f7b\u677e\u5730\u5904\u7406\u6d77\u91cf\u7684\u6570\u636e\u3002\u5b83\u53ef\u4ee5\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\uff0c\u5305\u62ec\u4e91\u73af\u5883\u3001\u865a\u62df\u673a\u3001\u5bb9\u5668\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u7b80\u5355\u6613\u7528\uff1aPrometheus\u975e\u5e38\u6613\u4e8e\u4f7f\u7528\uff0c\u56e0\u4e3a\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u6613\u4e8e\u7406\u89e3\u548c\u4f7f\u7528\u7684\u67e5\u8be2\u8bed\u8a00\uff08PromQL\uff09\u3002\u8fd9\u4e2a\u8bed\u8a00\u652f\u6301\u591a\u79cd\u64cd\u4f5c\uff0c\u4f8b\u5982\u805a\u5408\u548c\u8fc7\u6ee4\u6570\u636e\uff0c\u800c\u4e14\u8bed\u6cd5\u7b80\u5355\u3002<\/li>\n\n\n\n<li>\u63d0\u4f9b\u5f3a\u5927\u7684\u544a\u8b66\u529f\u80fd\uff1aPrometheus\u53ef\u4ee5\u76d1\u63a7\u5404\u79cd\u6307\u6807\uff0c\u5e76\u5728\u8fbe\u5230\u67d0\u4e9b\u7279\u5b9a\u9608\u503c\u65f6\u89e6\u53d1\u544a\u8b66\u3002\u8fd9\u79cd\u544a\u8b66\u529f\u80fd\u53ef\u4ee5\u901a\u8fc7\u4e0d\u540c\u7684\u65b9\u5f0f\u8fdb\u884c\u901a\u77e5\uff0c\u4f8b\u5982\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u3001\u53d1\u9001Slack\u6d88\u606f\u7b49\u7b49\u3002<\/li>\n\n\n\n<li>\u652f\u6301\u5927\u91cf\u7684\u96c6\u6210\uff1aPrometheus\u4e0e\u5176\u4ed6\u5de5\u5177\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u96c6\u6210\u975e\u5e38\u5bb9\u6613\u3002\u4f8b\u5982\uff0c\u5b83\u53ef\u4ee5\u4e0eGrafana\u7b49\u5de5\u5177\u96c6\u6210\uff0c\u4ee5\u63d0\u4f9b\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u548c\u62a5\u544a\u529f\u80fd\u3002<\/li>\n\n\n\n<li>\u9ad8\u53ef\u7528\u6027\uff1aPrometheus\u88ab\u8bbe\u8ba1\u4e3a\u9ad8\u53ef\u7528\u7684\u7cfb\u7edf\uff0c\u56e0\u6b64\u5373\u4f7f\u5728\u7cfb\u7edf\u6545\u969c\u7684\u60c5\u51b5\u4e0b\uff0c\u4e5f\u80fd\u591f\u4fdd\u6301\u6570\u636e\u7684\u5b8c\u6574\u6027\u548c\u53ef\u7528\u6027\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u662f\u4e00\u4e2a\u5177\u6709\u5f3a\u5927\u529f\u80fd\u548c\u5e7f\u6cdb\u5e94\u7528\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5b83\u5177\u6709\u8bb8\u591a\u4f18\u52bf\uff0c\u5305\u62ec\u591a\u7ef4\u5ea6\u6570\u636e\u6a21\u578b\u3001\u5927\u89c4\u6a21\u6570\u636e\u5904\u7406\u3001\u7b80\u5355\u6613\u7528\u3001\u5f3a\u5927\u7684\u544a\u8b66\u529f\u80fd\u3001\u4e30\u5bcc\u7684\u96c6\u6210\u548c\u9ad8\u53ef\u7528\u6027\u7b49\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u7684\u4e3b\u8981\u5e94\u7528\u573a\u666f<\/p>\n\n\n\n<p>Prometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u5404\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684Prometheus\u5e94\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u76d1\u63a7\u4e91\u539f\u751f\u5e94\u7528\uff1aPrometheus\u6700\u521d\u662f\u4e3a\u76d1\u63a7\u4e91\u539f\u751f\u5e94\u7528\u7a0b\u5e8f\u800c\u5f00\u53d1\u7684\u3002\u5b83\u53ef\u4ee5\u76d1\u63a7\u5bb9\u5668\u548cKubernetes\u96c6\u7fa4\uff0c\u4ee5\u53ca\u5728\u8fd9\u4e9b\u73af\u5883\u4e2d\u8fd0\u884c\u7684\u5e94\u7528\u7a0b\u5e8f\u3002Prometheus\u63d0\u4f9b\u4e86\u4e00\u4e9b\u7279\u5b9a\u7684\u6570\u636e\u91c7\u96c6\u5668\u548c\u5de5\u5177\uff0c\u4f8b\u5982cAdvisor\u548cnode_exporter\u7b49\uff0c\u7528\u4e8e\u76d1\u63a7\u5bb9\u5668\u548c\u8282\u70b9\u4e0a\u7684\u6307\u6807\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u5fae\u670d\u52a1\u67b6\u6784\uff1aPrometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u7684\u5404\u79cd\u6307\u6807\u3002\u5b83\u53ef\u4ee5\u901a\u8fc7API\u6216\u6307\u6807\u7aef\u70b9\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u5206\u5e03\u5f0f\u7cfb\u7edf\uff1aPrometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u5404\u79cd\u5206\u5e03\u5f0f\u7cfb\u7edf\uff0c\u4f8b\u5982\u6d88\u606f\u961f\u5217\u3001\u6570\u636e\u5e93\u3001\u5b58\u50a8\u7cfb\u7edf\u7b49\u7b49\u3002\u5b83\u53ef\u4ee5\u8f7b\u677e\u5730\u6536\u96c6\u8fd9\u4e9b\u7cfb\u7edf\u7684\u6307\u6807\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u6709\u7528\u7684\u5206\u6790\u548c\u62a5\u544a\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u7f51\u7edc\u8bbe\u5907\uff1aPrometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u7f51\u7edc\u8bbe\u5907\u7684\u5404\u79cd\u6307\u6807\uff0c\u4f8b\u5982\u7f51\u7edc\u6d41\u91cf\u3001\u5e26\u5bbd\u5229\u7528\u7387\u3001\u8bbe\u5907\u72b6\u6001\u7b49\u7b49\u3002\u5b83\u53ef\u4ee5\u901a\u8fc7SNMP\u534f\u8bae\u548c\u5176\u4ed6\u534f\u8bae\u6765\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u548c\u5206\u6790\u529f\u80fd\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u64cd\u4f5c\u7cfb\u7edf\u548c\u670d\u52a1\u5668\uff1aPrometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u64cd\u4f5c\u7cfb\u7edf\u548c\u670d\u52a1\u5668\u7684\u5404\u79cd\u6307\u6807\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8\u7a7a\u95f4\u4f7f\u7528\u7387\u7b49\u7b49\u3002\u5b83\u53ef\u4ee5\u901a\u8fc7Exporter\u548c\u5176\u4ed6\u6570\u636e\u91c7\u96c6\u5668\u6765\u83b7\u53d6\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u5f3a\u5927\u7684\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u529f\u80fd\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u53ef\u4ee5\u7528\u4e8e\u76d1\u63a7\u5404\u79cd\u4e0d\u540c\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u548c\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u60a8\u8f7b\u677e\u5730\u6536\u96c6\u3001\u5b58\u50a8\u548c\u67e5\u8be2\u6307\u6807\u6570\u636e\uff0c\u5e76\u63d0\u4f9b\u6709\u7528\u7684\u5206\u6790\u548c\u62a5\u544a\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u4e0b\u8f7d\u4e0e\u5b89\u88c5Prometheus<\/p>\n\n\n\n<p>\u4e0b\u8f7d\u548c\u5b89\u88c5Prometheus\u76f8\u5bf9\u7b80\u5355\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4e0b\u8f7d\u4e8c\u8fdb\u5236\u6587\u4ef6\uff1a\u60a8\u53ef\u4ee5\u4ecePrometheus\u7684\u5b98\u65b9\u7f51\u7ad9\uff08<a href=\"https:\/\/prometheus.io\/download\/%EF%BC%89%E4%B8%8B%E8%BD%BD%E9%80%82%E7%94%A8%E4%BA%8E%E6%82%A8%E7%9A%84%E6%93%8D%E4%BD%9C%E7%B3%BB%E7%BB%9F%E7%9A%84%E4%BA%8C%E8%BF%9B%E5%88%B6%E6%96%87%E4%BB%B6%E3%80%82%E8%A7%A3%E5%8E%8B%E7%BC%A9%E4%B8%8B%E8%BD%BD%E7%9A%84%E6%96%87%E4%BB%B6%EF%BC%8C%E5%B0%86%E4%BA%8C%E8%BF%9B%E5%88%B6%E6%96%87%E4%BB%B6%E6%94%BE%E5%9C%A8%E6%82%A8%E6%83%B3%E8%A6%81%E5%AE%89%E8%A3%85%E7%9A%84%E7%9B%AE%E5%BD%95%E4%B8%AD%E3%80%82\">https:\/\/prometheus.io\/download\/\uff09\u4e0b\u8f7d\u9002\u7528\u4e8e\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\u3002\u89e3\u538b\u7f29\u4e0b\u8f7d\u7684\u6587\u4ef6\uff0c\u5c06\u4e8c\u8fdb\u5236\u6587\u4ef6\u653e\u5728\u60a8\u60f3\u8981\u5b89\u88c5\u7684\u76ee\u5f55\u4e2d\u3002<\/a><\/li>\n\n\n\n<li>\u4f7f\u7528\u5305\u7ba1\u7406\u5668\u5b89\u88c5\uff1a\u67d0\u4e9b\u64cd\u4f5c\u7cfb\u7edf\u7684\u5305\u7ba1\u7406\u5668\u53ef\u4ee5\u7528\u6765\u5b89\u88c5Prometheus\uff0c\u4f8b\u5982apt-get\uff08Debian\/Ubuntu\uff09\u3001yum\uff08CentOS\/RHEL\uff09\u3001brew\uff08macOS\uff09\u7b49\u7b49\u3002\u4f7f\u7528\u5305\u7ba1\u7406\u5668\u5b89\u88c5\u5c06\u81ea\u52a8\u5b8c\u6210\u4e8c\u8fdb\u5236\u6587\u4ef6\u7684\u4e0b\u8f7d\u548c\u914d\u7f6e\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528Docker\u5b89\u88c5\uff1a\u60a8\u53ef\u4ee5\u4f7f\u7528Docker\u8fd0\u884cPrometheus\u5bb9\u5668\u3002\u901a\u8fc7\u8fd0\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u5373\u53ef\u5728Docker\u5bb9\u5668\u4e2d\u542f\u52a8Prometheus\uff1aarduinoCopy code<code>docker run -p 9090:9090 prom\/prometheus<\/code><\/li>\n\n\n\n<li>\u4f7f\u7528Kubernetes\u5b89\u88c5\uff1a\u60a8\u4e5f\u53ef\u4ee5\u5728Kubernetes\u96c6\u7fa4\u4e2d\u90e8\u7f72Prometheus\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u6cd5\u8fdb\u884c\u5b89\u88c5\uff1a\n<ul class=\"wp-block-list\">\n<li>\u4f7f\u7528Helm chart\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus Operator\u6216kube-prometheus stack\u7b49Helm chart\u6765\u5b89\u88c5Prometheus\u3002<\/li>\n\n\n\n<li>\u81ea\u5b9a\u4e49\u90e8\u7f72\uff1a\u60a8\u4e5f\u53ef\u4ee5\u624b\u52a8\u90e8\u7f72Prometheus\u3002\u53ef\u4ee5\u4f7f\u7528Kubernetes\u7684Deployment\u3001Service\u548cConfigMap\u7b49\u8d44\u6e90\u6765\u914d\u7f6e\u548c\u90e8\u7f72Prometheus\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u9700\u8981\u914d\u7f6ePrometheus\u4ee5\u6536\u96c6\u6570\u636e\u5e76\u542f\u52a8Prometheus\u670d\u52a1\u3002\u5728\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cPrometheus\u5c06\u57289090\u7aef\u53e3\u4e0a\u8fd0\u884c\uff0c\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee\u8be5\u7aef\u53e3\u4ee5\u8bbf\u95eePrometheus Web UI\u3002\u6b64\u5916\uff0c\u60a8\u8fd8\u53ef\u4ee5\u901a\u8fc7\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\u6765\u81ea\u5b9a\u4e49Prometheus\u7684\u884c\u4e3a\uff0c\u4f8b\u5982\u6dfb\u52a0\u65b0\u7684\u6570\u636e\u6e90\u548c\u76ee\u6807\uff0c\u8bbe\u7f6e\u8b66\u62a5\u89c4\u5219\u7b49\u7b49\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5982\u4f55\u914d\u7f6ePrometheus<\/p>\n\n\n\n<p>Prometheus\u7684\u914d\u7f6e\u5305\u62ec\u4e24\u4e2a\u90e8\u5206\uff1a\u5168\u5c40\u914d\u7f6e\u548c\u4f5c\u4e1a\u914d\u7f6e\u3002\u5168\u5c40\u914d\u7f6e\u5305\u62ec\u901a\u7528\u8bbe\u7f6e\uff0c\u4f8b\u5982\u5168\u5c40\u8d85\u65f6\u3001\u5168\u5c40\u8bc4\u4f30\u95f4\u9694\u548c\u6301\u4e45\u5316\u8bbe\u7f6e\u3002\u4f5c\u4e1a\u914d\u7f6e\u5305\u62ec\u6307\u5b9a\u4f5c\u4e1a\u540d\u79f0\u3001\u6307\u5b9a\u76ee\u6807\u6293\u53d6\u7684\u9891\u7387\u3001\u5b9a\u4e49\u6807\u7b7e\u548c\u9009\u62e9\u6293\u53d6\u65b9\u5f0f\u7b49\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u914d\u7f6e\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7f16\u8f91\u914d\u7f6e\u6587\u4ef6\uff1a\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cPrometheus\u5c06\u4ece\u201cprometheus.yml\u201d\u6587\u4ef6\u8bfb\u53d6\u5176\u914d\u7f6e\u3002\u60a8\u53ef\u4ee5\u7f16\u8f91\u8be5\u6587\u4ef6\u6765\u914d\u7f6ePrometheus\u7684\u884c\u4e3a\u3002\u5728\u8be5\u6587\u4ef6\u4e2d\uff0c\u60a8\u53ef\u4ee5\u5b9a\u4e49\u5168\u5c40\u914d\u7f6e\u548c\u4f5c\u4e1a\u914d\u7f6e\uff0c\u4ee5\u53ca\u6307\u5b9aPrometheus\u5e94\u6536\u96c6\u7684\u6307\u6807\u548c\u76ee\u6807\u3002<\/li>\n\n\n\n<li>\u5b9a\u4e49\u4f5c\u4e1a\uff1a\u5728\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u5b9a\u4e49\u4f5c\u4e1a\u6765\u6307\u5b9aPrometheus\u5e94\u76d1\u63a7\u7684\u76ee\u6807\u3002\u4f5c\u4e1a\u5b9a\u4e49\u4e86\u8981\u6536\u96c6\u7684\u6307\u6807\u4ee5\u53ca\u6293\u53d6\u9891\u7387\u3002\u4f5c\u4e1a\u53ef\u4ee5\u662f\u9759\u6001\u7684\uff08\u901a\u8fc7\u914d\u7f6e\u6587\u4ef6\u5b9a\u4e49\uff09\u6216\u52a8\u6001\u7684\uff08\u901a\u8fc7\u670d\u52a1\u53d1\u73b0\u673a\u5236\u81ea\u52a8\u53d1\u73b0\uff09\u3002<\/li>\n\n\n\n<li>\u5b9a\u4e49\u6807\u7b7e\uff1a\u6807\u7b7e\u7528\u4e8e\u6807\u8bc6\u6307\u6807\uff0c\u4f7f\u5176\u6613\u4e8e\u7ec4\u7ec7\u548c\u67e5\u8be2\u3002\u5728Prometheus\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u60a8\u53ef\u4ee5\u5b9a\u4e49\u5168\u5c40\u6807\u7b7e\u548c\u4f5c\u4e1a\u6807\u7b7e\u3002\u5168\u5c40\u6807\u7b7e\u5c06\u5e94\u7528\u4e8e\u6240\u6709\u6307\u6807\uff0c\u800c\u4f5c\u4e1a\u6807\u7b7e\u5c06\u5e94\u7528\u4e8e\u6307\u5b9a\u7684\u4f5c\u4e1a\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u6301\u4e45\u5316\uff1aPrometheus\u53ef\u4ee5\u5c06\u6307\u6807\u6570\u636e\u5b58\u50a8\u5230\u672c\u5730\u78c1\u76d8\u6216\u8fdc\u7a0b\u5b58\u50a8\u4ecb\u8d28\u4e2d\u3002\u5728Prometheus\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u60a8\u53ef\u4ee5\u6307\u5b9a\u6570\u636e\u6301\u4e45\u5316\u65b9\u5f0f\u4ee5\u53ca\u6570\u636e\u4fdd\u7559\u7b56\u7565\u3002<\/li>\n\n\n\n<li>\u542f\u52a8Prometheus\uff1a\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u542f\u52a8Prometheus\u670d\u52a1\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u547d\u4ee4\u884c\u9009\u9879\u6765\u6307\u5b9a\u914d\u7f6e\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u4f8b\u5982\uff1abashCopy code<code>.\/prometheus --config.file=\/path\/to\/prometheus.yml <\/code>\u60a8\u8fd8\u53ef\u4ee5\u4f7f\u7528Docker\u6216Kubernetes\u7b49\u5de5\u5177\u6765\u542f\u52a8Prometheus\u670d\u52a1\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u7684\u914d\u7f6e\u6d89\u53ca\u5168\u5c40\u914d\u7f6e\u548c\u4f5c\u4e1a\u914d\u7f6e\uff0c\u4ee5\u53ca\u6307\u5b9a\u8981\u76d1\u89c6\u7684\u76ee\u6807\u548c\u6307\u6807\u3002\u60a8\u53ef\u4ee5\u901a\u8fc7\u7f16\u8f91\u914d\u7f6e\u6587\u4ef6\u6765\u914d\u7f6ePrometheus\u7684\u884c\u4e3a\uff0c\u8fd8\u53ef\u4ee5\u6307\u5b9a\u6570\u636e\u6301\u4e45\u5316\u65b9\u5f0f\u548c\u6570\u636e\u4fdd\u7559\u7b56\u7565\u3002\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u542f\u52a8Prometheus\u670d\u52a1\u5e76\u5f00\u59cb\u76d1\u89c6\u60a8\u7684\u5e94\u7528\u7a0b\u5e8f\u548c\u7cfb\u7edf\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5982\u4f55\u542f\u52a8Prometheus\u670d\u52a1<\/p>\n\n\n\n<p>\u542f\u52a8Prometheus\u670d\u52a1\u6709\u51e0\u79cd\u4e0d\u540c\u7684\u65b9\u6cd5\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u547d\u4ee4\u884c\u542f\u52a8\uff1a\u5728\u547d\u4ee4\u884c\u4e2d\u8f93\u5165\u4ee5\u4e0b\u547d\u4ee4\u5373\u53ef\u542f\u52a8Prometheus\u670d\u52a1\uff1abashCopy code<code>.\/prometheus --config.file=\/path\/to\/prometheus.yml <\/code>\u5176\u4e2d\uff0c\/path\/to\/prometheus.yml\u662f\u60a8\u7684Prometheus\u914d\u7f6e\u6587\u4ef6\u7684\u8def\u5f84\u3002\u5982\u679cPrometheus\u914d\u7f6e\u6587\u4ef6\u4f4d\u4e8e\u5f53\u524d\u76ee\u5f55\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u542f\u52a8Prometheus\u670d\u52a1\uff1abashCopy code<code>.\/prometheus <\/code>\u542f\u52a8\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a href=\"http:\/\/localhost:9090%E6%9D%A5%E6%89%93%E5%BC%80Prometheus\/\">http:\/\/localhost:9090\u6765\u6253\u5f00Prometheus<\/a> Web UI\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528Docker\u542f\u52a8\uff1a\u5982\u679c\u60a8\u4f7f\u7528Docker\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u6765\u5728\u5bb9\u5668\u4e2d\u542f\u52a8Prometheus\u670d\u52a1\uff1abashCopy code<code>docker run -p 9090:9090 -v \/path\/to\/prometheus.yml:\/etc\/prometheus\/prometheus.yml prom\/prometheus <\/code>\u5176\u4e2d\uff0c\/path\/to\/prometheus.yml\u662f\u60a8\u7684Prometheus\u914d\u7f6e\u6587\u4ef6\u7684\u8def\u5f84\u3002\u8fd9\u4e2a\u547d\u4ee4\u5c06\u542f\u52a8\u4e00\u4e2aPrometheus\u5bb9\u5668\uff0c\u5c06\u5b83\u6620\u5c04\u5230\u672c\u57309090\u7aef\u53e3\uff0c\u5e76\u5c06\u914d\u7f6e\u6587\u4ef6\u6302\u8f7d\u5230\u5bb9\u5668\u7684\/etc\/prometheus\u76ee\u5f55\u4e2d\u3002\u542f\u52a8\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a href=\"http:\/\/localhost:9090%E6%9D%A5%E6%89%93%E5%BC%80Prometheus\/\">http:\/\/localhost:9090\u6765\u6253\u5f00Prometheus<\/a> Web UI\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528Kubernetes\u542f\u52a8\uff1a\u5982\u679c\u60a8\u4f7f\u7528Kubernetes\uff0c\u5219\u53ef\u4ee5\u4f7f\u7528Helm chart\u6765\u5b89\u88c5Prometheus\u3002\u5b89\u88c5\u5b8c\u6210\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u6765\u8bbf\u95eePrometheus Web UI\uff1a\n<ul class=\"wp-block-list\">\n<li>\u901a\u8fc7\u7aef\u53e3\u8f6c\u53d1\uff1a\u4f7f\u7528kubectl port-forward\u547d\u4ee4\u5c06Prometheus\u76849090\u7aef\u53e3\u8f6c\u53d1\u5230\u672c\u5730\u7aef\u53e3\uff0c\u4f8b\u5982\uff1abashCopy code<code>kubectl port-forward svc\/prometheus 9090:9090 <\/code>\u542f\u52a8\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95ee<a href=\"http:\/\/localhost:9090%E6%9D%A5%E6%89%93%E5%BC%80Prometheus\/\">http:\/\/localhost:9090\u6765\u6253\u5f00Prometheus<\/a> Web UI\u3002<\/li>\n\n\n\n<li>\u901a\u8fc7Ingress\u6216NodePort\uff1a\u60a8\u53ef\u4ee5\u5c06Prometheus\u670d\u52a1\u66b4\u9732\u5230Kubernetes\u96c6\u7fa4\u7684Ingress\u6216NodePort\u4e0a\uff0c\u4ee5\u4fbf\u4ece\u5916\u90e8\u8bbf\u95ee\u3002\u5177\u4f53\u65b9\u6cd5\u53d6\u51b3\u4e8e\u60a8\u7684Kubernetes\u914d\u7f6e\u548c\u7f51\u7edc\u8bbe\u7f6e\u3002<\/li>\n<\/ul>\n<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u542f\u52a8Prometheus\u670d\u52a1\u7684\u65b9\u6cd5\u5305\u62ec\u547d\u4ee4\u884c\u542f\u52a8\u3001\u4f7f\u7528Docker\u542f\u52a8\u548c\u4f7f\u7528Kubernetes\u542f\u52a8\u3002\u65e0\u8bba\u54ea\u79cd\u65b9\u6cd5\uff0c\u60a8\u90fd\u9700\u8981\u63d0\u4f9bPrometheus\u7684\u914d\u7f6e\u6587\u4ef6\u4ee5\u53ca\u76f8\u5173\u7684\u53c2\u6570\u3002\u542f\u52a8\u6210\u529f\u540e\uff0c\u60a8\u53ef\u4ee5\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95eePrometheus Web UI\u6765\u67e5\u770b\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u57fa\u672c\u6982\u5ff5\u6570\u636e\u6a21\u578b<\/p>\n\n\n\n<p>Prometheus\u7684\u6570\u636e\u6a21\u578b\u662f\u5176\u8bbe\u8ba1\u7684\u6838\u5fc3\uff0c\u5b83\u5b9a\u4e49\u4e86Prometheus\u5982\u4f55\u6536\u96c6\u3001\u5b58\u50a8\u548c\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002Prometheus\u7684\u6570\u636e\u6a21\u578b\u5177\u6709\u4ee5\u4e0b\u57fa\u672c\u6982\u5ff5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6307\u6807\uff08Metric\uff09\uff1a\u6307\u6807\u662f\u6307\u60a8\u8981\u76d1\u63a7\u7684\u7cfb\u7edf\u6216\u5e94\u7528\u7a0b\u5e8f\u7684\u91cf\u5316\u6d4b\u91cf\u3002\u4f8b\u5982\uff0cCPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u7b49\u90fd\u662f\u6307\u6807\u3002Prometheus\u652f\u6301\u591a\u79cd\u7c7b\u578b\u7684\u6307\u6807\uff0c\u5305\u62ec\u8ba1\u6570\u5668\uff08Counter\uff09\u3001\u6d4b\u91cf\u503c\uff08Gauge\uff09\u3001\u76f4\u65b9\u56fe\uff08Histogram\uff09\u548c\u6458\u8981\uff08Summary\uff09\u7b49\u3002<\/li>\n\n\n\n<li>\u6807\u7b7e\uff08Label\uff09\uff1a\u6807\u7b7e\u7528\u4e8e\u6807\u8bc6\u6307\u6807\u5e76\u8fdb\u884c\u5206\u7c7b\u3002\u6807\u7b7e\u7531\u952e\u503c\u5bf9\u7ec4\u6210\uff0c\u4f8b\u5982instance=&#8221;webserver1&#8243;\u3002Prometheus\u4f7f\u7528\u6807\u7b7e\u6765\u7ec4\u7ec7\u6307\u6807\u6570\u636e\uff0c\u4f7f\u5176\u6613\u4e8e\u67e5\u8be2\u548c\u53ef\u89c6\u5316\u3002<\/li>\n\n\n\n<li>\u65f6\u95f4\u6233\uff08Timestamp\uff09\uff1a\u65f6\u95f4\u6233\u6307\u5b9a\u6307\u6807\u6570\u636e\u7684\u65f6\u95f4\u6233\u3002Prometheus\u4f7f\u7528\u65f6\u95f4\u6233\u6765\u8ba1\u7b97\u6307\u6807\u7684\u53d8\u5316\u7387\u548c\u8d8b\u52bf\u3002<\/li>\n\n\n\n<li>\u6307\u6807\u540d\u79f0\uff08Metric Name\uff09\uff1a\u6307\u6807\u540d\u79f0\u662f\u6307\u6807\u7684\u540d\u79f0\uff0c\u4f8b\u5982cpu_usage\u3002\u6307\u6807\u540d\u79f0\u901a\u5e38\u662f\u9759\u6001\u7684\uff0c\u800c\u6807\u7b7e\u662f\u52a8\u6001\u7684\u3002<\/li>\n\n\n\n<li>\u6307\u6807\u503c\uff08Metric Value\uff09\uff1a\u6307\u6807\u503c\u662f\u6307\u6807\u7684\u5b9e\u9645\u503c\uff0c\u4f8b\u5982CPU\u4f7f\u7528\u7387\u7684\u767e\u5206\u6bd4\u3002\u6307\u6807\u503c\u53ef\u4ee5\u662f\u6d6e\u70b9\u6570\u3001\u6574\u6570\u6216\u5b57\u7b26\u4e32\u7b49\u3002<\/li>\n\n\n\n<li>\u6307\u6807\u7c7b\u578b\uff08Metric Type\uff09\uff1a\u6307\u6807\u7c7b\u578b\u6307\u5b9a\u6307\u6807\u7684\u7c7b\u578b\uff0c\u4f8b\u5982\u8ba1\u6570\u5668\uff08Counter\uff09\u3001\u6d4b\u91cf\u503c\uff08Gauge\uff09\u7b49\u3002\u6bcf\u4e2a\u6307\u6807\u7c7b\u578b\u90fd\u6709\u7279\u5b9a\u7684\u884c\u4e3a\u548c\u7528\u9014\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u901a\u8fc7\u8fd9\u4e9b\u57fa\u672c\u6982\u5ff5\uff0cPrometheus\u53ef\u4ee5\u5b58\u50a8\u548c\u5904\u7406\u9ad8\u5ea6\u7075\u6d3b\u7684\u76d1\u63a7\u6570\u636e\u3002Prometheus\u7684\u6570\u636e\u6a21\u578b\u975e\u5e38\u9002\u5408\u5904\u7406\u52a8\u6001\u7684\u3001\u9ad8\u7ef4\u5ea6\u7684\u6307\u6807\u6570\u636e\uff0c\u5e76\u4e14\u53ef\u4ee5\u8f7b\u677e\u5730\u5bf9\u5176\u8fdb\u884c\u67e5\u8be2\u3001\u8fc7\u6ee4\u548c\u805a\u5408\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u57fa\u672c\u6982\u5ff5\u6307\u6807\u7c7b\u578b<\/p>\n\n\n\n<p>Prometheus\u652f\u6301\u591a\u79cd\u6307\u6807\u7c7b\u578b\uff0c\u6bcf\u79cd\u7c7b\u578b\u5177\u6709\u4e0d\u540c\u7684\u884c\u4e3a\u548c\u7528\u9014\u3002\u4ee5\u4e0b\u662fPrometheus\u7684\u57fa\u672c\u6307\u6807\u7c7b\u578b\u53ca\u5176\u7279\u70b9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u8ba1\u6570\u5668\uff08Counter\uff09\uff1a\u8ba1\u6570\u5668\u662f\u6307\u5728\u4e00\u4e2a\u65f6\u95f4\u6bb5\u5185\uff0c\u67d0\u4e2a\u4e8b\u4ef6\u53d1\u751f\u7684\u6b21\u6570\u6216\u603b\u6570\u3002\u8ba1\u6570\u5668\u7684\u503c\u53ea\u80fd\u589e\u52a0\uff0c\u4e0d\u80fd\u51cf\u5c11\u6216\u91cd\u7f6e\u3002\u4f8b\u5982\uff0cHTTP\u8bf7\u6c42\u7684\u603b\u6570\u5c31\u53ef\u4ee5\u4f7f\u7528\u8ba1\u6570\u5668\u7c7b\u578b\u3002<\/li>\n\n\n\n<li>\u6d4b\u91cf\u503c\uff08Gauge\uff09\uff1a\u6d4b\u91cf\u503c\u662f\u6307\u53ef\u4ee5\u4efb\u610f\u589e\u52a0\u6216\u51cf\u5c11\u7684\u503c\uff0c\u4f8b\u5982\u7cfb\u7edf\u7684\u5185\u5b58\u4f7f\u7528\u91cf\u6216CPU\u4f7f\u7528\u7387\u3002\u6d4b\u91cf\u503c\u53ef\u4ee5\u5728\u4efb\u4f55\u65f6\u5019\u8fdb\u884c\u4fee\u6539\uff0c\u9002\u7528\u4e8e\u9700\u8981\u8ddf\u8e2a\u7cfb\u7edf\u8d44\u6e90\u6216\u5e94\u7528\u7a0b\u5e8f\u72b6\u6001\u7684\u573a\u666f\u3002<\/li>\n\n\n\n<li>\u76f4\u65b9\u56fe\uff08Histogram\uff09\uff1a\u76f4\u65b9\u56fe\u662f\u5c06\u6d4b\u91cf\u503c\u6309\u7167\u7ed9\u5b9a\u7684\u6876\uff08Bucket\uff09\u5212\u5206\u6210\u591a\u4e2a\u8303\u56f4\u7684\u6307\u6807\u3002\u4f8b\u5982\uff0c\u5c06HTTP\u8bf7\u6c42\u7684\u54cd\u5e94\u65f6\u95f4\u6309\u7167\u6beb\u79d2\u5212\u5206\u6210\u82e5\u5e72\u4e2a\u6876\uff0c\u53ef\u4ee5\u7528\u76f4\u65b9\u56fe\u7c7b\u578b\u6765\u8bb0\u5f55\u8fd9\u4e9b\u54cd\u5e94\u65f6\u95f4\u7684\u9891\u7387\u548c\u5206\u5e03\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u6458\u8981\uff08Summary\uff09\uff1a\u6458\u8981\u7c7b\u4f3c\u4e8e\u76f4\u65b9\u56fe\uff0c\u4f46\u662f\u4f1a\u7edf\u8ba1\u6bcf\u4e2a\u6876\u4e2d\u7684\u6837\u672c\u6570\u91cf\u548c\u603b\u548c\uff0c\u4ee5\u53ca\u6240\u6709\u6837\u672c\u7684\u603b\u548c\u548c\u8ba1\u6570\u3002\u6458\u8981\u9002\u7528\u4e8e\u9700\u8981\u8ddf\u8e2a\u5206\u4f4d\u6570\uff08Percentile\uff09\u7684\u573a\u666f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u6bcf\u79cd\u6307\u6807\u7c7b\u578b\u90fd\u6709\u81ea\u5df1\u7684\u65b9\u6cd5\u548c\u7528\u9014\u3002\u4f8b\u5982\uff0c\u8ba1\u6570\u5668\u9002\u7528\u4e8e\u8bb0\u5f55\u4e8b\u4ef6\u53d1\u751f\u7684\u6b21\u6570\uff0c\u800c\u6d4b\u91cf\u503c\u9002\u7528\u4e8e\u8ddf\u8e2a\u7cfb\u7edf\u8d44\u6e90\u6216\u5e94\u7528\u7a0b\u5e8f\u72b6\u6001\u3002\u76f4\u65b9\u56fe\u548c\u6458\u8981\u9002\u7528\u4e8e\u8bb0\u5f55\u503c\u7684\u5206\u5e03\u60c5\u51b5\u548c\u5206\u4f4d\u6570\u3002\u5728\u4f7f\u7528Prometheus\u65f6\uff0c\u9700\u8981\u6839\u636e\u76d1\u63a7\u7684\u6307\u6807\u7c7b\u578b\u9009\u62e9\u76f8\u5e94\u7684\u6307\u6807\u7c7b\u578b\uff0c\u5e76\u4e86\u89e3\u5982\u4f55\u4f7f\u7528Prometheus\u67e5\u8be2\u548c\u805a\u5408\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u57fa\u672c\u6982\u5ff5\u6807\u7b7e<\/p>\n\n\n\n<p>\u6807\u7b7e\uff08Label\uff09\u662fPrometheus\u6570\u636e\u6a21\u578b\u4e2d\u7684\u4e00\u4e2a\u57fa\u672c\u6982\u5ff5\uff0c\u7528\u4e8e\u6807\u8bc6\u6307\u6807\u5e76\u8fdb\u884c\u5206\u7c7b\u3002\u6807\u7b7e\u7531\u952e\u503c\u5bf9\u7ec4\u6210\uff0c\u4f8b\u5982instance=&#8221;webserver1&#8243;\u3002\u5728Prometheus\u4e2d\uff0c\u6807\u7b7e\u6709\u4ee5\u4e0b\u51e0\u4e2a\u91cd\u8981\u7684\u7279\u70b9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u6807\u7b7e\u662f\u52a8\u6001\u7684\uff1a\u6807\u7b7e\u7684\u503c\u53ef\u4ee5\u968f\u7740\u65f6\u95f4\u548c\u76d1\u63a7\u5bf9\u8c61\u7684\u53d8\u5316\u800c\u53d8\u5316\u3002\u4f8b\u5982\uff0c\u5728\u4e00\u4e2aKubernetes\u96c6\u7fa4\u4e2d\uff0cPod\u7684\u6807\u7b7e\u53ef\u4ee5\u968f\u7740Pod\u7684\u521b\u5efa\u3001\u66f4\u65b0\u548c\u5220\u9664\u800c\u53d8\u5316\u3002<\/li>\n\n\n\n<li>\u6807\u7b7e\u662f\u53ef\u6269\u5c55\u7684\uff1a\u60a8\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u6307\u6807\u6dfb\u52a0\u4efb\u610f\u6570\u91cf\u7684\u6807\u7b7e\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7ec4\u7ec7\u548c\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4e3a\u6bcf\u4e2a\u6307\u6807\u6dfb\u52a0app\u3001env\u3001service\u548cinstance\u7b49\u6807\u7b7e\u6765\u6807\u8bc6\u5e94\u7528\u7a0b\u5e8f\u7684\u4e0d\u540c\u65b9\u9762\u3002<\/li>\n\n\n\n<li>\u6807\u7b7e\u662f\u7d22\u5f15\u7684\uff1a\u6807\u7b7e\u53ef\u4ee5\u7528\u4e8e\u5feb\u901f\u7d22\u5f15\u548c\u8fc7\u6ee4\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u6807\u7b7e\u8fc7\u6ee4\u51fa\u7279\u5b9a\u7684Pod\u6216\u670d\u52a1\uff0c\u5e76\u9488\u5bf9\u5b83\u4eec\u8fdb\u884c\u67e5\u8be2\u548c\u5206\u6790\u3002<\/li>\n\n\n\n<li>\u6807\u7b7e\u662f\u53ef\u89c6\u5316\u7684\uff1a\u6807\u7b7e\u53ef\u4ee5\u7528\u4e8e\u53ef\u89c6\u5316\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u5728Prometheus\u7684\u56fe\u8868\u548c\u4eea\u8868\u677f\u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u6807\u7b7e\u6765\u533a\u5206\u4e0d\u540c\u7684\u6307\u6807\u7cfb\u5217\uff0c\u5e76\u8fdb\u884c\u6bd4\u8f83\u548c\u5206\u6790\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u5728Prometheus\u4e2d\uff0c\u6807\u7b7e\u662f\u4e00\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u6982\u5ff5\u3002\u6807\u7b7e\u4f7f\u5f97Prometheus\u53ef\u4ee5\u5b58\u50a8\u548c\u5904\u7406\u9ad8\u5ea6\u7075\u6d3b\u7684\u6307\u6807\u6570\u636e\uff0c\u5e76\u4f7f\u5f97\u67e5\u8be2\u548c\u5206\u6790\u8fd9\u4e9b\u6570\u636e\u53d8\u5f97\u975e\u5e38\u5bb9\u6613\u3002\u5728\u4f7f\u7528Prometheus\u65f6\uff0c\u9700\u8981\u4e86\u89e3\u5982\u4f55\u5b9a\u4e49\u548c\u4f7f\u7528\u6807\u7b7e\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u7ec4\u7ec7\u548c\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6570\u636e\u6536\u96c6\u4f7f\u7528Pushgateway<\/p>\n\n\n\n<p>Prometheus\u901a\u5e38\u4f7f\u7528pull\u6a21\u5f0f\u6765\u4ece\u76ee\u6807\u7cfb\u7edf\u4e2d\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u4f46\u662f\uff0c\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u76ee\u6807\u7cfb\u7edf\u65e0\u6cd5\u76f4\u63a5\u5411Prometheus\u53d1\u9001\u6307\u6807\u6570\u636e\uff0c\u4f8b\u5982\u77ed\u6682\u7684\u4efb\u52a1\u6216\u975e\u5e38\u77ed\u7684\u751f\u547d\u5468\u671f\u7684\u670d\u52a1\u3002\u8fd9\u65f6\u5019\uff0c\u53ef\u4ee5\u4f7f\u7528Pushgateway\u6765\u4ee3\u7406\u6307\u6807\u6570\u636e\u7684\u63a8\u9001\uff0c\u5373\u4f7f\u7528push\u6a21\u5f0f\u6765\u5411Prometheus\u53d1\u9001\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n<p>Pushgateway\u662f\u4e00\u4e2a\u5355\u72ec\u7684\u670d\u52a1\uff0c\u5b83\u5141\u8bb8\u5ba2\u6237\u7aef\u5411\u5b83\u53d1\u9001\u6307\u6807\u6570\u636e\uff0c\u7136\u540ePushgateway\u518d\u5c06\u8fd9\u4e9b\u6570\u636e\u63a8\u9001\u7ed9Prometheus\u3002\u5728\u4f7f\u7528Pushgateway\u65f6\uff0c\u9700\u8981\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728\u76ee\u6807\u7cfb\u7edf\u4e2d\u751f\u6210\u6307\u6807\u6570\u636e\uff1a\u9996\u5148\uff0c\u9700\u8981\u5728\u76ee\u6807\u7cfb\u7edf\u4e2d\u751f\u6210\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Pushgateway\u3002<\/li>\n\n\n\n<li>\u5c06\u6570\u636e\u53d1\u9001\u5230Pushgateway\uff1a\u5c06\u6307\u6807\u6570\u636e\u53d1\u9001\u5230Pushgateway\u9700\u8981\u4f7f\u7528HTTP\u63a5\u53e3\uff0c\u53ef\u4ee5\u4f7f\u7528curl\u7b49\u5de5\u5177\u6765\u5b8c\u6210\u3002\u4f8b\u5982\uff0c\u4e0b\u9762\u7684\u547d\u4ee4\u53ef\u4ee5\u5c06\u4e00\u4e2a\u540d\u4e3amy_job\u7684\u4f5c\u4e1a\u7684\u6307\u6807\u6570\u636e\u63a8\u9001\u5230Pushgateway\uff1abashCopy code<code>echo \"my_metric 42\" | curl --data-binary @- http:\/\/pushgateway.example.com:9091\/metrics\/job\/my_job <\/code>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6307\u6807\u6570\u636e\u662f\u4e00\u4e2a\u540d\u4e3amy_metric\u7684\u6d4b\u91cf\u503c\uff0c\u5176\u503c\u4e3a42\u3002\u6570\u636e\u5c06\u88ab\u63a8\u9001\u5230\u540d\u4e3amy_job\u7684\u4f5c\u4e1a\u4e2d\u3002<\/li>\n\n\n\n<li>\u914d\u7f6ePrometheus\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u4e00\u4e2a\u6216\u591a\u4e2a\u9759\u6001\u76ee\u6807\u6765\u4ecePushgateway\u4e2d\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u5f0f\u914d\u7f6ePrometheus\uff1ayamlCopy code<code>- job_name: 'pushgateway' static_configs: - targets: ['pushgateway.example.com:9091'] <\/code>\u8fd9\u4e2a\u914d\u7f6e\u5c06\u521b\u5efa\u4e00\u4e2a\u540d\u4e3apushgateway\u7684\u4f5c\u4e1a\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecepushgateway.example.com:9091\u6293\u53d6\u6307\u6807\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u67e5\u8be2\u6307\u6807\u6570\u636e\uff1a\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528PromQL\u67e5\u8be2\u8bed\u8a00\u6765\u67e5\u8be2\u4ecePushgateway\u4e2d\u6536\u96c6\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u4ecePushgateway\u4e2d\u6536\u96c6\u7684my_metric\u6307\u6807\u7684\u503c\uff1aCopy code<code>my_metric<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPushgateway\u662f\u4e00\u79cd\u7528\u4e8e\u4ee3\u7406\u6307\u6807\u6570\u636e\u7684\u63a8\u9001\u7684\u673a\u5236\u3002\u4f7f\u7528Pushgateway\uff0c\u53ef\u4ee5\u5728\u65e0\u6cd5\u76f4\u63a5\u4ece\u76ee\u6807\u7cfb\u7edf\u4e2d\u6293\u53d6\u6307\u6807\u6570\u636e\u7684\u60c5\u51b5\u4e0b\uff0c\u4ecd\u7136\u5c06\u6307\u6807\u6570\u636e\u63a8\u9001\u5230Prometheus\uff0c\u5e76\u5728Prometheus\u4e2d\u8fdb\u884c\u67e5\u8be2\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6570\u636e\u6536\u96c6\u4f7f\u7528Exporter<\/p>\n\n\n\n<p>Prometheus\u901a\u8fc7Exporter\u673a\u5236\u5b9e\u73b0\u5bf9\u5404\u79cd\u7cfb\u7edf\u548c\u670d\u52a1\u7684\u6307\u6807\u6570\u636e\u6536\u96c6\u3002Exporter\u662f\u4e00\u4e2a\u4e0ePrometheus\u517c\u5bb9\u7684\u7a0b\u5e8f\uff0c\u5b83\u5b9a\u671f\u4ece\u76ee\u6807\u7cfb\u7edf\u4e2d\u6536\u96c6\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u5176\u8f6c\u6362\u4e3aPrometheus\u53ef\u4ee5\u7406\u89e3\u7684\u683c\u5f0f\u3002Prometheus\u7136\u540e\u53ef\u4ee5\u4eceExporter\u4e2d\u62c9\u53d6\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5230\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u8fdb\u884c\u67e5\u8be2\u548c\u5206\u6790\u3002<\/p>\n\n\n\n<p>Exporter\u53ef\u4ee5\u4e0e\u591a\u79cd\u7cfb\u7edf\u548c\u670d\u52a1\u96c6\u6210\uff0c\u5305\u62ec\u64cd\u4f5c\u7cfb\u7edf\u3001\u6570\u636e\u5e93\u3001Web\u670d\u52a1\u5668\u3001\u6d88\u606f\u961f\u5217\u548c\u4e91\u5e73\u53f0\u7b49\u3002\u4f8b\u5982\uff0cNode Exporter\u662f\u4e00\u4e2a\u7528\u4e8e\u6536\u96c6Linux\u64cd\u4f5c\u7cfb\u7edf\u6307\u6807\u6570\u636e\u7684Exporter\uff0c\u53ef\u4ee5\u6536\u96c6\u8bf8\u5982CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u7387\u3001\u78c1\u76d8\u7a7a\u95f4\u4f7f\u7528\u7387\u7b49\u6307\u6807\u6570\u636e\u3002\u5728\u4f7f\u7528Exporter\u65f6\uff0c\u9700\u8981\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b89\u88c5Exporter\uff1a\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5Exporter\u3002\u5b89\u88c5\u65b9\u6cd5\u53d6\u51b3\u4e8e\u6240\u4f7f\u7528\u7684Exporter\u548c\u76ee\u6807\u7cfb\u7edf\u7684\u7c7b\u578b\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eNode Exporter\uff0c\u53ef\u4ee5\u4eceGitHub\u4e0a\u4e0b\u8f7d\u4e8c\u8fdb\u5236\u6587\u4ef6\u5e76\u8fd0\u884c\u5b83\u6765\u542f\u52a8Exporter\u3002<\/li>\n\n\n\n<li>\u914d\u7f6eExporter\uff1a\u5728\u542f\u52a8Exporter\u4e4b\u524d\uff0c\u9700\u8981\u914d\u7f6e\u5176\u53c2\u6570\u4ee5\u6307\u5b9a\u8981\u6536\u96c6\u7684\u6307\u6807\u6570\u636e\u7684\u7c7b\u578b\u548c\u4f4d\u7f6e\u3002\u6bcf\u4e2aExporter\u90fd\u6709\u81ea\u5df1\u7684\u914d\u7f6e\u65b9\u5f0f\u548c\u53c2\u6570\u5217\u8868\uff0c\u53ef\u4ee5\u53c2\u8003Exporter\u7684\u5b98\u65b9\u6587\u6863\u6765\u8fdb\u884c\u914d\u7f6e\u3002<\/li>\n\n\n\n<li>\u914d\u7f6ePrometheus\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u4e00\u4e2a\u6216\u591a\u4e2a\u9759\u6001\u6216\u52a8\u6001\u76ee\u6807\u6765\u4eceExporter\u4e2d\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u5f0f\u914d\u7f6ePrometheus\uff1ayamlCopy code<code>- job_name: 'node' static_configs: - targets: ['node-exporter.example.com:9100'] <\/code>\u8fd9\u4e2a\u914d\u7f6e\u5c06\u521b\u5efa\u4e00\u4e2a\u540d\u4e3anode\u7684\u4f5c\u4e1a\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecenode-exporter.example.com:9100\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u4f7f\u7528\u7684\u662f\u9759\u6001\u76ee\u6807\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u670d\u52a1\u53d1\u73b0\u673a\u5236\u6765\u52a8\u6001\u53d1\u73b0Exporter\u5b9e\u4f8b\u3002<\/li>\n\n\n\n<li>\u67e5\u8be2\u6307\u6807\u6570\u636e\uff1a\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528PromQL\u67e5\u8be2\u8bed\u8a00\u6765\u67e5\u8be2\u4eceExporter\u4e2d\u6536\u96c6\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u4eceNode Exporter\u4e2d\u6536\u96c6\u7684CPU\u4f7f\u7528\u7387\u6307\u6807\u7684\u503c\uff1aCopy code<code>node_cpu_usage<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cExporter\u662f\u4e00\u4e2a\u7528\u4e8e\u5c06\u4e0d\u540c\u7cfb\u7edf\u548c\u670d\u52a1\u7684\u6307\u6807\u6570\u636e\u8f6c\u6362\u4e3aPrometheus\u53ef\u4ee5\u7406\u89e3\u7684\u683c\u5f0f\u7684\u7a0b\u5e8f\u3002\u4f7f\u7528Exporter\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u6536\u96c6\u5404\u79cd\u7cfb\u7edf\u548c\u670d\u52a1\u7684\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u5176\u5b58\u50a8\u5230Prometheus\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u8fdb\u884c\u67e5\u8be2\u548c\u5206\u6790\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6570\u636e\u6536\u96c6\u4f7f\u7528Instrumentation<\/p>\n\n\n\n<p>Prometheus\u7684Instrumentation\u673a\u5236\u63d0\u4f9b\u4e86\u4e00\u79cd\u81ea\u5b9a\u4e49\u6307\u6807\u6570\u636e\u6536\u96c6\u7684\u65b9\u5f0f\u3002Instrumentation\u662f\u4e00\u79cd\u5728\u5e94\u7528\u7a0b\u5e8f\u4ee3\u7801\u4e2d\u6dfb\u52a0\u6307\u6807\u6570\u636e\u6536\u96c6\u4ee3\u7801\u7684\u65b9\u6cd5\uff0c\u901a\u8fc7\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u6307\u6807\u6536\u96c6\u903b\u8f91\uff0c\u53ef\u4ee5\u5c06\u81ea\u5b9a\u4e49\u7684\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\u6570\u636e\u6536\u96c6\u5230Prometheus\u4e2d\u3002<\/p>\n\n\n\n<p>Instrumentation\u9002\u7528\u4e8e\u9700\u8981\u5bf9\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u6df1\u5165\u76d1\u63a7\u7684\u573a\u666f\uff0c\u4f8b\u5982\u5bf9\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u3001\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u548c\u4e1a\u52a1\u6307\u6807\u8fdb\u884c\u8ddf\u8e2a\u548c\u76d1\u63a7\u3002\u5728\u4f7f\u7528Instrumentation\u65f6\uff0c\u9700\u8981\u4ee5\u4e0b\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6dfb\u52a0\u6307\u6807\u6570\u636e\u6536\u96c6\u4ee3\u7801\uff1a\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u5d4c\u5165\u6307\u6807\u6570\u636e\u6536\u96c6\u4ee3\u7801\uff0c\u4ee5\u4fbf\u5728\u8fd0\u884c\u65f6\u6536\u96c6\u5e94\u7528\u7a0b\u5e8f\u7684\u6307\u6807\u6570\u636e\u3002Prometheus\u63d0\u4f9b\u4e86\u591a\u79cd\u8bed\u8a00\u548c\u6846\u67b6\u7684\u5ba2\u6237\u7aef\u5e93\u548c\u63d2\u4ef6\uff0c\u4ee5\u7b80\u5316\u6307\u6807\u6570\u636e\u6536\u96c6\u4ee3\u7801\u7684\u7f16\u5199\u3002<\/li>\n\n\n\n<li>\u542f\u52a8\u5e94\u7528\u7a0b\u5e8f\uff1a\u542f\u52a8\u5df2\u6dfb\u52a0\u6307\u6807\u6570\u636e\u6536\u96c6\u4ee3\u7801\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u5c06\u5176\u8fd0\u884c\u5728\u6307\u5b9a\u7684\u7aef\u53e3\u4e0a\u3002<\/li>\n\n\n\n<li>\u914d\u7f6ePrometheus\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u4e00\u4e2a\u6216\u591a\u4e2a\u9759\u6001\u6216\u52a8\u6001\u76ee\u6807\u6765\u4ece\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u65b9\u5f0f\u914d\u7f6ePrometheus\uff1ayamlCopy code<code>- job_name: 'my_app' static_configs: - targets: ['my_app.example.com:8080'] <\/code>\u8fd9\u4e2a\u914d\u7f6e\u5c06\u521b\u5efa\u4e00\u4e2a\u540d\u4e3amy_app\u7684\u4f5c\u4e1a\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecemy_app.example.com:8080\u6293\u53d6\u6307\u6807\u6570\u636e\u3002\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u4f7f\u7528\u7684\u662f\u9759\u6001\u76ee\u6807\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u670d\u52a1\u53d1\u73b0\u673a\u5236\u6765\u52a8\u6001\u53d1\u73b0\u5e94\u7528\u7a0b\u5e8f\u5b9e\u4f8b\u3002<\/li>\n\n\n\n<li>\u67e5\u8be2\u6307\u6807\u6570\u636e\uff1a\u914d\u7f6e\u5b8c\u6210\u540e\uff0c\u53ef\u4ee5\u4f7f\u7528PromQL\u67e5\u8be2\u8bed\u8a00\u6765\u67e5\u8be2\u4ece\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6536\u96c6\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u4ece\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6536\u96c6\u7684\u8bf7\u6c42\u6570\u6307\u6807\u7684\u503c\uff1aCopy code<code>my_app_requests_total<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cInstrumentation\u662f\u4e00\u79cd\u5c06\u6307\u6807\u6570\u636e\u6536\u96c6\u903b\u8f91\u5d4c\u5165\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5c06\u81ea\u5b9a\u4e49\u7684\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\u6570\u636e\u6536\u96c6\u5230Prometheus\u4e2d\u8fdb\u884c\u5206\u6790\u548c\u67e5\u8be2\u3002\u4f7f\u7528Instrumentation\uff0c\u53ef\u4ee5\u6df1\u5165\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5305\u62ec\u6027\u80fd\u3001\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u548c\u4e1a\u52a1\u6307\u6807\u7b49\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u67e5\u8be2\u4e0e\u53ef\u89c6\u5316PromQL\u8bed\u6cd5\u53ca\u57fa\u672c\u4f7f\u7528<\/p>\n\n\n\n<p>PromQL\uff08Prometheus Query Language\uff09\u662fPrometheus\u7528\u4e8e\u67e5\u8be2\u548c\u805a\u5408\u6307\u6807\u6570\u636e\u7684\u67e5\u8be2\u8bed\u8a00\u3002PromQL\u652f\u6301\u591a\u79cd\u805a\u5408\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\uff0c\u4ee5\u53ca\u4e30\u5bcc\u7684\u67e5\u8be2\u8bed\u6cd5\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5730\u67e5\u8be2\u548c\u5206\u6790\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662fPromQL\u7684\u57fa\u672c\u67e5\u8be2\u8bed\u6cd5\u548c\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u67e5\u8be2\u6307\u6807\u6570\u636e\uff1aPromQL\u53ef\u4ee5\u67e5\u8be2\u5df2\u7ecf\u6536\u96c6\u5230Prometheus\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u540d\u4e3acpu_usage\u7684\u6d4b\u91cf\u503c\u6307\u6807\u7684\u503c\uff1aCopy code<code>cpu_usage<\/code><\/li>\n\n\n\n<li>\u8fc7\u6ee4\u6570\u636e\uff1a\u53ef\u4ee5\u4f7f\u7528\u6807\u7b7e\u548c\u64cd\u4f5c\u7b26\u6765\u8fc7\u6ee4\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u6807\u7b7e\u540d\u4e3ainstance\uff0c\u503c\u4e3awebserver1\u7684\u6307\u6807\u6570\u636e\uff1aarduinoCopy code<code>cpu_usage{instance=\"webserver1\"}<\/code><\/li>\n\n\n\n<li>\u4f7f\u7528\u805a\u5408\u51fd\u6570\uff1aPromQL\u652f\u6301\u591a\u79cd\u805a\u5408\u51fd\u6570\uff0c\u4f8b\u5982sum\u3001avg\u3001min\u3001max\u7b49\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u540d\u4e3acpu_usage\u7684\u6307\u6807\u6570\u636e\u7684\u5e73\u5747\u503c\uff1ascssCopy code<code>avg(cpu_usage)<\/code><\/li>\n\n\n\n<li>\u4f7f\u7528\u65f6\u95f4\u7a97\u53e3\uff1aPromQL\u652f\u6301\u4f7f\u7528\u65f6\u95f4\u7a97\u53e3\u6765\u67e5\u8be2\u6307\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u6700\u8fd15\u5206\u949f\u5185\u540d\u4e3acpu_usage\u7684\u6307\u6807\u6570\u636e\u7684\u5e73\u5747\u503c\uff1ascssCopy code<code>avg_over_time(cpu_usage[5m])<\/code><\/li>\n\n\n\n<li>\u4f7f\u7528\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\uff1aPromQL\u652f\u6301\u591a\u79cd\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\uff0c\u4f8b\u5982rate\u3001delta\u3001increase\u7b49\u3002\u8fd9\u4e9b\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\u53ef\u7528\u4e8e\u8ba1\u7b97\u901f\u7387\u3001\u5dee\u5f02\u548c\u589e\u91cf\u7b49\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u67e5\u8be2\u5c06\u8fd4\u56de\u540d\u4e3ahttp_requests_total\u7684\u8ba1\u6570\u5668\u7684\u589e\u91cf\uff1ascssCopy code<code>delta(http_requests_total[1m])<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u5728\u4f7f\u7528PromQL\u65f6\uff0c\u8fd8\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u4f8b\u5982\u56fe\u8868\u548c\u4eea\u8868\u677f\u6765\u53ef\u89c6\u5316\u6307\u6807\u6570\u636e\u3002\u901a\u8fc7\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u66f4\u76f4\u89c2\u5730\u4e86\u89e3\u6307\u6807\u6570\u636e\u7684\u53d8\u5316\u8d8b\u52bf\u548c\u5206\u5e03\u60c5\u51b5\uff0c\u5e76\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u5206\u6790\u548c\u8bca\u65ad\u3002<\/p>\n\n\n\n<p>\u603b\u4e4b\uff0cPromQL\u662fPrometheus\u7528\u4e8e\u67e5\u8be2\u548c\u805a\u5408\u6307\u6807\u6570\u636e\u7684\u67e5\u8be2\u8bed\u8a00\u3002PromQL\u652f\u6301\u591a\u79cd\u805a\u5408\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\uff0c\u4ee5\u53ca\u4e30\u5bcc\u7684\u67e5\u8be2\u8bed\u6cd5\u548c\u53ef\u89c6\u5316\u529f\u80fd\uff0c\u4f7f\u5f97\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u5730\u67e5\u8be2\u548c\u5206\u6790\u6307\u6807\u6570\u636e\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u67e5\u8be2\u4e0e\u53ef\u89c6\u5316\u5e38\u7528\u67e5\u8be2\u793a\u4f8b<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u7528\u7684PromQL\u67e5\u8be2\u793a\u4f8b\uff0c\u6db5\u76d6\u4e86\u5404\u79cd\u67e5\u8be2\u573a\u666f\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u503c\uff1aCopy code<code>metric_name<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u7279\u5b9a\u6807\u7b7e\u503c\uff1aarduinoCopy code<code>metric_name{label_name=\"label_value\"}<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u7279\u5b9a\u6807\u7b7e\u503c\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u5e73\u5747\u503c\uff1ascssCopy code<code>avg_over_time(metric_name{label_name=\"label_value\"}[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u503c\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u8d8b\u52bf\uff1ascssCopy code<code>rate(metric_name[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u8ba1\u6570\u5668\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u589e\u91cf\uff1ascssCopy code<code>delta(metric_name[1m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u503c\u548c\u67d0\u4e2a\u6307\u6807\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u8d8b\u52bf\uff1ascssCopy code<code>metric_name and rate(other_metric_name[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u503c\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u5206\u4f4d\u6570\uff08\u4f8b\u598295%\uff09\uff1ascssCopy code<code>quantile(0.95, metric_name[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u6700\u5927\u503c\uff1ascssCopy code<code>max_over_time(metric_name[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u5728\u4e00\u5b9a\u65f6\u95f4\u8303\u56f4\u5185\u7684\u53d8\u5316\u7387\uff08\u4f8b\u5982\u901f\u7387\u548c\u52a0\u901f\u5ea6\uff09\uff1ascssCopy code<code>deriv(metric_name[5m])<\/code><\/li>\n\n\n\n<li>\u67e5\u8be2\u67d0\u4e2a\u6307\u6807\u7684\u503c\uff0c\u5e76\u5c06\u7ed3\u679c\u6309\u6807\u7b7e\u5206\u7ec4\uff1ascssCopy code<code>by(label_name) (metric_name)<\/code><\/li>\n<\/ol>\n\n\n\n<p>\u8fd9\u4e9b\u67e5\u8be2\u793a\u4f8b\u8986\u76d6\u4e86\u5404\u79cdPromQL\u67e5\u8be2\u573a\u666f\uff0c\u4f8b\u5982\u57fa\u672c\u67e5\u8be2\u3001\u8fc7\u6ee4\u6570\u636e\u3001\u65f6\u95f4\u7a97\u53e3\u3001\u805a\u5408\u51fd\u6570\u548c\u64cd\u4f5c\u7b26\u7b49\u3002\u8fd9\u4e9b\u67e5\u8be2\u793a\u4f8b\u53ef\u4ee5\u4f5c\u4e3a\u4f7f\u7528PromQL\u7684\u53c2\u8003\uff0c\u5e2e\u52a9\u7528\u6237\u5feb\u901f\u4e86\u89e3\u548c\u638c\u63e1PromQL\u67e5\u8be2\u8bed\u8a00\uff0c\u5e76\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u6307\u6807\u6570\u636e\u5206\u6790\u548c\u67e5\u8be2\u3002\u5728\u4f7f\u7528Prometheus\u7684\u53ef\u89c6\u5316\u5de5\u5177\u65f6\uff0c\u53ef\u4ee5\u5c06\u8fd9\u4e9b\u67e5\u8be2\u5e94\u7528\u5230\u56fe\u8868\u548c\u4eea\u8868\u677f\u4e2d\uff0c\u5e76\u8fdb\u884c\u66f4\u76f4\u89c2\u548c\u76f4\u89c2\u7684\u6307\u6807\u6570\u636e\u53ef\u89c6\u5316\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u67e5\u8be2\u4e0e\u53ef\u89c6\u5316\u4f7f\u7528Grafana\u8fdb\u884c\u53ef\u89c6\u5316<\/p>\n\n\n\n<p>Grafana\u662f\u4e00\u6b3e\u6d41\u884c\u7684\u5f00\u6e90\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u4e0ePrometheus\u65e0\u7f1d\u96c6\u6210\uff0c\u63d0\u4f9b\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u529f\u80fd\u548c\u4eea\u8868\u677f\u8bbe\u8ba1\u5668\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Grafana\u8fdb\u884cPrometheus\u6307\u6807\u6570\u636e\u53ef\u89c6\u5316\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b89\u88c5Grafana\uff1a\u9996\u5148\uff0c\u9700\u8981\u5b89\u88c5Grafana\u5e76\u542f\u52a8Grafana\u670d\u52a1\u3002\u53ef\u4ee5\u4eceGrafana\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4e0b\u8f7d\u9002\u5408\u60a8\u64cd\u4f5c\u7cfb\u7edf\u7684Grafana\u7248\u672c\uff0c\u5e76\u6839\u636e\u5b89\u88c5\u8bf4\u660e\u8fdb\u884c\u5b89\u88c5\u3002<\/li>\n\n\n\n<li>\u6dfb\u52a0Prometheus\u6570\u636e\u6e90\uff1a\u5728Grafana\u4e2d\uff0c\u9700\u8981\u6dfb\u52a0Prometheus\u6570\u636e\u6e90\u4ee5\u8fde\u63a5\u5230Prometheus\u670d\u52a1\u5668\u3002\u5728Grafana\u754c\u9762\u4e2d\uff0c\u5bfc\u822a\u5230Configuration -&gt; Data Sources\uff0c\u7136\u540e\u5355\u51fbAdd data source\u6309\u94ae\u5e76\u9009\u62e9Prometheus\u3002\u5728\u914d\u7f6e\u9875\u9762\u4e2d\uff0c\u8f93\u5165Prometheus\u670d\u52a1\u5668\u7684URL\u548c\u5176\u4ed6\u76f8\u5173\u914d\u7f6e\uff0c\u5e76\u5355\u51fbSave &amp; Test\u6309\u94ae\u6765\u6d4b\u8bd5\u8fde\u63a5\u3002<\/li>\n\n\n\n<li>\u521b\u5efa\u4eea\u8868\u677f\uff1a\u5728Grafana\u4e2d\uff0c\u53ef\u4ee5\u521b\u5efa\u4e00\u4e2a\u6216\u591a\u4e2a\u4eea\u8868\u677f\u6765\u53ef\u89c6\u5316\u6307\u6807\u6570\u636e\u3002\u5bfc\u822a\u5230Grafana\u7684\u4e3b\u9875\u9762\uff0c\u7136\u540e\u5355\u51fbNew dashboard\u6309\u94ae\u6765\u521b\u5efa\u65b0\u4eea\u8868\u677f\u3002\u5728\u4eea\u8868\u677f\u8bbe\u8ba1\u5668\u4e2d\uff0c\u53ef\u4ee5\u6dfb\u52a0\u56fe\u8868\u548c\u9762\u677f\uff0c\u7136\u540e\u5c06\u5176\u914d\u7f6e\u4e3a\u663e\u793a\u6240\u9700\u7684\u6307\u6807\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u6dfb\u52a0\u9762\u677f\uff1a\u5728Grafana\u7684\u4eea\u8868\u677f\u8bbe\u8ba1\u5668\u4e2d\uff0c\u5355\u51fbAdd panel\u6309\u94ae\u6765\u6dfb\u52a0\u65b0\u9762\u677f\u3002\u5728\u9762\u677f\u914d\u7f6e\u9875\u9762\u4e2d\uff0c\u53ef\u4ee5\u9009\u62e9\u8981\u663e\u793a\u7684\u6307\u6807\u6570\u636e\u3001\u56fe\u8868\u7c7b\u578b\u548c\u5176\u4ed6\u914d\u7f6e\u9009\u9879\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u9762\u677f\uff1a\u5728\u9762\u677f\u914d\u7f6e\u9875\u9762\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528PromQL\u67e5\u8be2\u8bed\u8a00\u6765\u9009\u62e9\u8981\u663e\u793a\u7684\u6307\u6807\u6570\u636e\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u67e5\u8be2\u6765\u663e\u793a\u540d\u4e3ahttp_requests_total\u7684\u8ba1\u6570\u5668\u6307\u6807\uff1aCopy code<code>http_requests_total <\/code>\u8fd8\u53ef\u4ee5\u4f7f\u7528\u6807\u7b7e\u548c\u64cd\u4f5c\u7b26\u6765\u8fc7\u6ee4\u6307\u6807\u6570\u636e\uff0c\u4f8b\u5982\uff1aarduinoCopy code<code>http_requests_total{status_code=\"200\"}<\/code><\/li>\n\n\n\n<li>\u914d\u7f6e\u56fe\u8868\uff1a\u5728\u9762\u677f\u914d\u7f6e\u9875\u9762\u4e2d\uff0c\u53ef\u4ee5\u9009\u62e9\u56fe\u8868\u7c7b\u578b\u548c\u5176\u4ed6\u56fe\u8868\u9009\u9879\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u9009\u62e9\u67f1\u5f62\u56fe\u3001\u7ebf\u56fe\u3001\u997c\u56fe\u7b49\u4e0d\u540c\u7c7b\u578b\u7684\u56fe\u8868\uff0c\u5e76\u914d\u7f6e\u5750\u6807\u8f74\u3001\u989c\u8272\u548c\u6807\u7b7e\u7b49\u9009\u9879\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u4eea\u8868\u677f\uff1a\u5728\u4eea\u8868\u677f\u8bbe\u8ba1\u5668\u4e2d\uff0c\u53ef\u4ee5\u5bf9\u4eea\u8868\u677f\u8fdb\u884c\u5176\u4ed6\u914d\u7f6e\uff0c\u4f8b\u5982\u6dfb\u52a0\u6807\u9898\u3001\u63cf\u8ff0\u548c\u6ce8\u91ca\uff0c\u9009\u62e9\u5e03\u5c40\u548c\u4e3b\u9898\u7b49\u9009\u9879\u3002<\/li>\n\n\n\n<li>\u4fdd\u5b58\u4eea\u8868\u677f\uff1a\u6700\u540e\uff0c\u4fdd\u5b58\u4eea\u8868\u677f\u5e76\u8fd4\u56deGrafana\u7684\u4e3b\u9875\u9762\u3002\u5728\u4e3b\u9875\u9762\u4e2d\uff0c\u53ef\u4ee5\u67e5\u770b\u548c\u7ba1\u7406\u6240\u6709\u5df2\u521b\u5efa\u7684\u4eea\u8868\u677f\uff0c\u5e76\u8fdb\u884c\u8fdb\u4e00\u6b65\u7684\u4fee\u6539\u548c\u8c03\u6574\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cGrafana\u662f\u4e00\u6b3e\u529f\u80fd\u5f3a\u5927\u7684\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u4e0ePrometheus\u65e0\u7f1d\u96c6\u6210\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u53ef\u89c6\u5316\u529f\u80fd\u548c\u4eea\u8868\u677f\u8bbe\u8ba1\u5668\u3002\u4f7f\u7528Grafana\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u53ef\u89c6\u5316Prometheus\u6307\u6807\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u66f4\u6df1\u5165\u7684\u6570\u636e\u5206\u6790\u548c\u67e5\u8be2\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u8b66\u62a5\u4e0e\u901a\u77e5Alertmanager\u7b80\u4ecb<\/p>\n\n\n\n<p>Prometheus\u7684\u8b66\u62a5\u7cfb\u7edf\u548c\u901a\u77e5\u673a\u5236\u662f\u5176\u76d1\u63a7\u548c\u8b66\u62a5\u529f\u80fd\u7684\u6838\u5fc3\u3002Prometheus\u8b66\u62a5\u89c4\u5219\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff0c\u5e76\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002Alertmanager\u662fPrometheus\u7684\u5b98\u65b9\u8b66\u62a5\u901a\u77e5\u7ba1\u7406\u5668\uff0c\u53ef\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230\u591a\u79cd\u901a\u77e5\u6e20\u9053\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u8b66\u62a5\u901a\u77e5\u914d\u7f6e\u9009\u9879\u3002<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662fPrometheus\u8b66\u62a5\u7cfb\u7edf\u548c\u901a\u77e5\u673a\u5236\u7684\u57fa\u672c\u539f\u7406\u548c\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\uff1a\u9996\u5148\uff0c\u9700\u8981\u5b9a\u4e49Prometheus\u8b66\u62a5\u89c4\u5219\uff0c\u4ee5\u6307\u5b9a\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u914d\u7f6e\u6587\u4ef6\u6765\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5728Prometheus\u914d\u7f6e\u6587\u4ef6\u4e2d\u5f15\u7528\u8fd9\u4e9b\u89c4\u5219\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\u7684\u793a\u4f8b\uff1ayamlCopy code<code>groups: - name: example rules: - alert: HighRequestRate expr: sum(rate(http_requests_total[5m])) &gt; 100 for: 1m labels: severity: critical annotations: summary: High request rate detected description: The HTTP request rate is higher than 100 requests per minute <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aHighRequestRate\u7684\u8b66\u62a5\u89c4\u5219\uff0c\u5f53HTTP\u8bf7\u6c42\u6570\u57285\u5206\u949f\u5185\u8d85\u8fc7100\u4e2a\u65f6\u89e6\u53d1\u8b66\u62a5\uff0c\u6301\u7eed1\u5206\u949f\uff0c\u5e76\u4e14\u5c06\u8b66\u62a5\u6807\u8bb0\u4e3a\u4e25\u91cd(severity: critical)\u3002\u540c\u65f6\uff0c\u5b9a\u4e49\u4e86\u8b66\u62a5\u901a\u77e5\u7684\u6458\u8981\u548c\u63cf\u8ff0\u3002<\/li>\n\n\n\n<li>\u542f\u52a8Alertmanager\uff1aAlertmanager\u662fPrometheus\u7684\u5b98\u65b9\u8b66\u62a5\u901a\u77e5\u7ba1\u7406\u5668\uff0c\u9700\u8981\u542f\u52a8Alertmanager\u670d\u52a1\u6765\u63a5\u6536\u8b66\u62a5\u901a\u77e5\u3002\u53ef\u4ee5\u4eceAlertmanager\u7684GitHub\u9875\u9762\u4e0a\u4e0b\u8f7d\u9002\u5408\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\uff0c\u5e76\u6839\u636e\u5b89\u88c5\u8bf4\u660e\u542f\u52a8Alertmanager\u670d\u52a1\u3002<\/li>\n\n\n\n<li>\u914d\u7f6eAlertmanager\uff1a\u5728Alertmanager\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u63a5\u6536\u901a\u77e5\u7684\u5730\u5740\u3002\u53ef\u4ee5\u4f7f\u7528Alertmanager\u7684\u914d\u7f6e\u6587\u4ef6\u6765\u5b9a\u4e49\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u5730\u5740\uff0c\u5e76\u5728Alertmanager\u914d\u7f6e\u6587\u4ef6\u4e2d\u5f15\u7528\u8fd9\u4e9b\u914d\u7f6e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u914d\u7f6eSlack\u8b66\u62a5\u901a\u77e5\u7684\u793a\u4f8b\uff1ayamlCopy code<code>receivers: - name: 'slack' slack_configs: - api_url: 'https:\/\/hooks.slack.com\/services\/XXXXXXXXX\/XXXXXXXXX\/XXXXXXXXXXXXXXXXXXXXXXXX' channel: '#prometheus-alerts' send_resolved: true <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aslack\u7684\u8b66\u62a5\u63a5\u6536\u5668\uff0c\u914d\u7f6e\u4e86Slack\u7684API URL\u3001\u901a\u77e5\u6e20\u9053\u548c\u662f\u5426\u53d1\u9001\u89e3\u51b3\u901a\u77e5\u3002<\/li>\n\n\n\n<li>\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecePrometheus\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u914d\u7f6e\u5c06\u8b66\u62a5\u89c4\u5219\u4e0ePrometheus\u96c6\u6210\uff1ayamlCopy code<code>rule_files: - \/path\/to\/alert.rules.yml alerting: alertmanagers: - static_configs: - targets: - alertmanager:9093 <\/code>\u5728\u8fd9\u4e2a\u914d\u7f6e\u4e2d\uff0c\u5c06\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u7684\u8def\u5f84\u6307\u5b9a\u4e3a\/path\/to\/alert.rules.yml\uff0c<\/li>\n<\/ol>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u7ee7\u7eed<\/p>\n\n\n\n<p>\u5c06Alertmanager\u7684\u5730\u5740\u6307\u5b9a\u4e3aalertmanager:9093\uff0c\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230Alertmanager\u3002<\/p>\n\n\n\n<ol class=\"wp-block-list\" start=\"5\">\n<li>\u89e6\u53d1\u8b66\u62a5\uff1a\u4e00\u65e6\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u4e14\u5f53\u6307\u6807\u6570\u636e\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\uff0cPrometheus\u5c06\u751f\u6210\u8b66\u62a5\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Alertmanager\u3002Alertmanager\u5c06\u63a5\u6536\u5230\u7684\u8b66\u62a5\u901a\u77e5\u6309\u7167\u914d\u7f6e\u7684\u65b9\u5f0f\u8fdb\u884c\u5904\u7406\uff0c\u5e76\u53d1\u9001\u5230\u76f8\u5e94\u7684\u901a\u77e5\u6e20\u9053\u3002\u4f8b\u5982\uff0c\u5728\u4e0a\u9762\u7684\u914d\u7f6e\u4e2d\uff0c\u8b66\u62a5\u901a\u77e5\u5c06\u53d1\u9001\u5230Slack\u901a\u77e5\u6e20\u9053\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u7684\u8b66\u62a5\u7cfb\u7edf\u548c\u901a\u77e5\u673a\u5236\u662f\u5176\u76d1\u63a7\u548c\u8b66\u62a5\u529f\u80fd\u7684\u6838\u5fc3\u3002\u7528\u6237\u53ef\u4ee5\u4f7f\u7528Prometheus\u8b66\u62a5\u89c4\u5219\u5b9a\u4e49\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff0c\u5e76\u4f7f\u7528Alertmanager\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002Alertmanager\u53ef\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230\u591a\u79cd\u901a\u77e5\u6e20\u9053\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u8b66\u62a5\u901a\u77e5\u914d\u7f6e\u9009\u9879\u3002\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u7cfb\u7edf\u548c\u901a\u77e5\u673a\u5236\uff0c\u53ef\u4ee5\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u7cfb\u7edf\u6545\u969c\u548c\u5f02\u5e38\u60c5\u51b5\uff0c\u5e76\u786e\u4fdd\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u53ef\u9760\u6027\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u8b66\u62a5\u4e0e\u901a\u77e5\u914d\u7f6e\u8b66\u62a5\u89c4\u5219<\/p>\n\n\n\n<p>Prometheus\u7684\u8b66\u62a5\u89c4\u5219\u5141\u8bb8\u7528\u6237\u5b9a\u4e49\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff0c\u5e76\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002\u4ee5\u4e0b\u662fPrometheus\u8b66\u62a5\u89c4\u5219\u7684\u914d\u7f6e\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u521b\u5efa\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff1a\u9996\u5148\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5728Prometheus\u7684\u914d\u7f6e\u76ee\u5f55\u4e2d\u3002\u53ef\u4ee5\u4f7f\u7528\u4efb\u4f55\u6587\u672c\u7f16\u8f91\u5668\u6765\u521b\u5efa\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u4e3a.yml\u683c\u5f0f\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u521b\u5efa\u4e00\u4e2a\u540d\u4e3aalerts.yml\u7684\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff1ashellCopy code<code>$ vi \/etc\/prometheus\/alerts.yml<\/code><\/li>\n\n\n\n<li>\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\uff1a\u5728\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u67e5\u8be2\u8bed\u8a00PromQL\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\u7684\u793a\u4f8b\uff1ayamlCopy code<code>groups: - name: example rules: - alert: HighRequestRate expr: sum(rate(http_requests_total[5m])) &gt; 100 for: 1m labels: severity: critical annotations: summary: High request rate detected description: The HTTP request rate is higher than 100 requests per minute <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aHighRequestRate\u7684\u8b66\u62a5\u89c4\u5219\uff0c\u5f53HTTP\u8bf7\u6c42\u6570\u57285\u5206\u949f\u5185\u8d85\u8fc7100\u4e2a\u65f6\u89e6\u53d1\u8b66\u62a5\uff0c\u6301\u7eed1\u5206\u949f\uff0c\u5e76\u4e14\u5c06\u8b66\u62a5\u6807\u8bb0\u4e3a\u4e25\u91cd(severity: critical)\u3002\u540c\u65f6\uff0c\u5b9a\u4e49\u4e86\u8b66\u62a5\u901a\u77e5\u7684\u6458\u8981\u548c\u63cf\u8ff0\u3002<\/li>\n\n\n\n<li>\u52a0\u8f7d\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff1a\u5728Prometheus\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u9700\u8981\u52a0\u8f7d\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\uff0c\u5e76\u6307\u5b9a\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u7684\u8def\u5f84\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u914d\u7f6e\u5c06\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u4e0ePrometheus\u96c6\u6210\uff1ajavascriptCopy code<code>rule_files: - \/etc\/prometheus\/alerts.yml <\/code>\u5728\u8fd9\u4e2a\u914d\u7f6e\u4e2d\uff0c\u5c06\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u7684\u8def\u5f84\u6307\u5b9a\u4e3a\/etc\/prometheus\/alerts.yml\u3002<\/li>\n\n\n\n<li>\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecePrometheus\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u914d\u7f6e\u5c06\u8b66\u62a5\u89c4\u5219\u4e0ePrometheus\u96c6\u6210\uff1ayamlCopy code<code>rule_files: - \/etc\/prometheus\/alerts.yml alerting: alertmanagers: - static_configs: - targets: - alertmanager:9093 <\/code>\u5728\u8fd9\u4e2a\u914d\u7f6e\u4e2d\uff0c\u5c06\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u7684\u8def\u5f84\u6307\u5b9a\u4e3a\/etc\/prometheus\/alerts.yml\uff0c\u5e76\u5c06Alertmanager\u7684\u5730\u5740\u6307\u5b9a\u4e3aalertmanager:9093\uff0c\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230Alertmanager\u3002<\/li>\n\n\n\n<li>\u91cd\u65b0\u52a0\u8f7dPrometheus\uff1a\u6700\u540e\uff0c\u9700\u8981\u91cd\u65b0\u52a0\u8f7dPrometheus\u4ee5\u4f7f\u65b0\u7684\u8b66\u62a5\u89c4\u5219\u751f\u6548\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u91cd\u65b0\u52a0\u8f7dPrometheus\uff1arubyCopy code<code>$ killall -HUP prometheus <\/code>\u5728\u91cd\u65b0\u52a0\u8f7d\u540e\uff0cPrometheus\u5c06\u4ece\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\uff0c\u5e76\u6839\u636e\u5b9a\u4e49\u7684\u8b66\u62a5\u89c4\u5219\u751f\u6210\u8b66\u62a5\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u89c4\u5219\uff0c\u53ef\u4ee5\u5b9a\u4e49\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff0c\u5e76\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002\u8b66\u62a5\u89c4\u5219<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u8b66\u62a5\u4e0e\u901a\u77e5\u914d\u7f6e\u901a\u77e5\u65b9\u5f0f<\/p>\n\n\n\n<p>\u5728Prometheus\u4e2d\uff0c\u8b66\u62a5\u901a\u77e5\u7684\u914d\u7f6e\u901a\u5e38\u662f\u901a\u8fc7Alertmanager\u6765\u5b9e\u73b0\u7684\u3002Alertmanager\u662fPrometheus\u7684\u5b98\u65b9\u8b66\u62a5\u901a\u77e5\u7ba1\u7406\u5668\uff0c\u53ef\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230\u591a\u79cd\u901a\u77e5\u6e20\u9053\uff0c\u5e76\u63d0\u4f9b\u4e30\u5bcc\u7684\u8b66\u62a5\u901a\u77e5\u914d\u7f6e\u9009\u9879\u3002\u4ee5\u4e0b\u662f\u5728Prometheus\u4e2d\u914d\u7f6e\u8b66\u62a5\u901a\u77e5\u7684\u57fa\u672c\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u914d\u7f6eAlertmanager\uff1a\u5728Alertmanager\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u63a5\u6536\u901a\u77e5\u7684\u5730\u5740\u3002\u53ef\u4ee5\u4f7f\u7528Alertmanager\u7684\u914d\u7f6e\u6587\u4ef6\u6765\u5b9a\u4e49\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u5730\u5740\uff0c\u5e76\u5728Alertmanager\u914d\u7f6e\u6587\u4ef6\u4e2d\u5f15\u7528\u8fd9\u4e9b\u914d\u7f6e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u914d\u7f6eSlack\u8b66\u62a5\u901a\u77e5\u7684\u793a\u4f8b\uff1ayamlCopy code<code>receivers: - name: 'slack' slack_configs: - api_url: 'https:\/\/hooks.slack.com\/services\/XXXXXXXXX\/XXXXXXXXX\/XXXXXXXXXXXXXXXXXXXXXXXX' channel: '#prometheus-alerts' send_resolved: true <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aslack\u7684\u8b66\u62a5\u63a5\u6536\u5668\uff0c\u914d\u7f6e\u4e86Slack\u7684API URL\u3001\u901a\u77e5\u6e20\u9053\u548c\u662f\u5426\u53d1\u9001\u89e3\u51b3\u901a\u77e5\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecePrometheus\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u914d\u7f6e\u6587\u4ef6\u6765\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5728Prometheus\u914d\u7f6e\u6587\u4ef6\u4e2d\u5f15\u7528\u8fd9\u4e9b\u89c4\u5219\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u5b9a\u4e49\u8b66\u62a5\u89c4\u5219\u7684\u793a\u4f8b\uff1ayamlCopy code<code>groups: - name: example rules: - alert: HighRequestRate expr: sum(rate(http_requests_total[5m])) &gt; 100 for: 1m labels: severity: critical annotations: summary: High request rate detected description: The HTTP request rate is higher than 100 requests per minute <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aHighRequestRate\u7684\u8b66\u62a5\u89c4\u5219\uff0c\u5f53HTTP\u8bf7\u6c42\u6570\u57285\u5206\u949f\u5185\u8d85\u8fc7100\u4e2a\u65f6\u89e6\u53d1\u8b66\u62a5\uff0c\u6301\u7eed1\u5206\u949f\uff0c\u5e76\u4e14\u5c06\u8b66\u62a5\u6807\u8bb0\u4e3a\u4e25\u91cd(severity: critical)\u3002\u540c\u65f6\uff0c\u5b9a\u4e49\u4e86\u8b66\u62a5\u901a\u77e5\u7684\u6458\u8981\u548c\u63cf\u8ff0\u3002<\/li>\n\n\n\n<li>\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff1a\u5728Prometheus\u4e2d\uff0c\u9700\u8981\u542f\u7528\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3a\u4ecePrometheus\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u5e93\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u914d\u7f6e\u5c06\u8b66\u62a5\u89c4\u5219\u4e0ePrometheus\u96c6\u6210\uff1ayamlCopy code<code>rule_files: - \/path\/to\/alert.rules.yml alerting: alertmanagers: - static_configs: - targets: - alertmanager:9093 <\/code>\u5728\u8fd9\u4e2a\u914d\u7f6e\u4e2d\uff0c\u5c06\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u7684\u8def\u5f84\u6307\u5b9a\u4e3a\/path\/to\/alert.rules.yml\uff0c\u5e76\u5c06Alertmanager\u7684\u5730\u5740\u6307\u5b9a\u4e3aalertmanager:9093\uff0c\u4ee5\u5c06\u8b66\u62a5\u901a\u77e5\u53d1\u9001\u5230Alertmanager\u3002<\/li>\n\n\n\n<li>\u91cd\u65b0\u52a0\u8f7dPrometheus\uff1a\u6700\u540e\uff0c\u9700\u8981\u91cd\u65b0\u52a0\u8f7dPrometheus\u4ee5\u4f7f\u65b0\u7684\u8b66\u62a5\u89c4\u5219\u751f\u6548\u3002\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u91cd\u65b0\u52a0\u8f7dPrometheus\uff1arubyCopy code<code>$ killall -HUP prometheus <\/code>\u5728\u91cd\u65b0\u52a0\u8f7d\u540e\uff0cPrometheus\u5c06\u4ece\u8b66\u62a5\u89c4\u5219\u6587\u4ef6\u4e2d\u67e5\u8be2\u6307\u6807\u6570\u636e\uff0c\u5e76\u6839\u636e\u5b9a\u4e49\u7684\u8b66\u62a5\u89c4\u5219\u751f\u6210\u8b66\u62a5\u3002<\/li>\n<\/ol>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u8b66\u62a5\u4e0e\u901a\u77e5\u6d4b\u8bd5\u4e0e\u8c03\u8bd5\u8b66\u62a5\u901a\u77e5<\/p>\n\n\n\n<p>\u5728Prometheus\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Alertmanager\u7684\u6d4b\u8bd5\u529f\u80fd\u6d4b\u8bd5\u548c\u8c03\u8bd5\u8b66\u62a5\u901a\u77e5\u3002Alertmanager\u63d0\u4f9b\u4e86\u4e00\u4e2aWeb\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u4f7f\u7528\u6b64\u754c\u9762\u624b\u52a8\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\u5e76\u68c0\u67e5\u8b66\u62a5\u901a\u77e5\u7684\u6b63\u786e\u6027\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528Alertmanager\u6d4b\u8bd5\u548c\u8c03\u8bd5\u8b66\u62a5\u901a\u77e5\u7684\u6b65\u9aa4\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u542f\u52a8Alertmanager\uff1a\u9996\u5148\uff0c\u9700\u8981\u542f\u52a8Alertmanager\u670d\u52a1\u4ee5\u6d4b\u8bd5\u548c\u8c03\u8bd5\u8b66\u62a5\u901a\u77e5\u3002\u53ef\u4ee5\u4eceAlertmanager\u7684GitHub\u9875\u9762\u4e0a\u4e0b\u8f7d\u9002\u5408\u60a8\u7684\u64cd\u4f5c\u7cfb\u7edf\u7684\u4e8c\u8fdb\u5236\u6587\u4ef6\uff0c\u5e76\u6839\u636e\u5b89\u88c5\u8bf4\u660e\u542f\u52a8Alertmanager\u670d\u52a1\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff1a\u5728Alertmanager\u7684\u914d\u7f6e\u6587\u4ef6\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u63a5\u6536\u901a\u77e5\u7684\u5730\u5740\u3002\u53ef\u4ee5\u4f7f\u7528Alertmanager\u7684\u914d\u7f6e\u6587\u4ef6\u6765\u5b9a\u4e49\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\u548c\u5730\u5740\uff0c\u5e76\u5728Alertmanager\u914d\u7f6e\u6587\u4ef6\u4e2d\u5f15\u7528\u8fd9\u4e9b\u914d\u7f6e\u3002\u4f8b\u5982\uff0c\u4ee5\u4e0b\u662f\u4e00\u4e2a\u914d\u7f6eSlack\u8b66\u62a5\u901a\u77e5\u7684\u793a\u4f8b\uff1ayamlCopy code<code>receivers: - name: 'slack' slack_configs: - api_url: 'https:\/\/hooks.slack.com\/services\/XXXXXXXXX\/XXXXXXXXX\/XXXXXXXXXXXXXXXXXXXXXXXX' channel: '#prometheus-alerts' send_resolved: true <\/code>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3aslack\u7684\u8b66\u62a5\u63a5\u6536\u5668\uff0c\u914d\u7f6e\u4e86Slack\u7684API URL\u3001\u901a\u77e5\u6e20\u9053\u548c\u662f\u5426\u53d1\u9001\u89e3\u51b3\u901a\u77e5\u3002<\/li>\n\n\n\n<li>\u8bbf\u95eeAlertmanager Web\u754c\u9762\uff1a\u5728\u6d4f\u89c8\u5668\u4e2d\u8bbf\u95eeAlertmanager\u7684Web\u754c\u9762\u3002\u9ed8\u8ba4\u60c5\u51b5\u4e0b\uff0cAlertmanager\u7684Web\u754c\u9762\u76d1\u542c\u5728\u7aef\u53e39093\u4e0a\u3002\u5728\u6d4f\u89c8\u5668\u4e2d\u8f93\u5165<a href=\"http:\/\/localhost:9093%EF%BC%8C%E5%8D%B3%E5%8F%AF%E8%AE%BF%E9%97%AEAlertmanager%E7%9A%84Web%E7%95%8C%E9%9D%A2%E3%80%82\/\">http:\/\/localhost:9093\uff0c\u5373\u53ef\u8bbf\u95eeAlertmanager\u7684Web\u754c\u9762\u3002<\/a><\/li>\n\n\n\n<li>\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\uff1a\u5728Alertmanager\u7684Web\u754c\u9762\u4e2d\uff0c\u53ef\u4ee5\u624b\u52a8\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\u3002\u53ef\u4ee5\u5728Web\u754c\u9762\u4e2d\u9009\u62e9\u63a5\u6536\u5668\u548c\u8b66\u62a5\u7ea7\u522b\uff0c\u7136\u540e\u5355\u51fb\u201cSend Test\u201d\u6309\u94ae\u6765\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\u3002Alertmanager\u5c06\u6a21\u62df\u53d1\u9001\u8b66\u62a5\u901a\u77e5\uff0c\u5e76\u5c06\u5176\u663e\u793a\u5728Web\u754c\u9762\u4e2d\u3002<\/li>\n\n\n\n<li>\u68c0\u67e5\u8b66\u62a5\u901a\u77e5\uff1a\u5728Alertmanager\u7684Web\u754c\u9762\u4e2d\uff0c\u53ef\u4ee5\u67e5\u770b\u53d1\u9001\u7684\u6d4b\u8bd5\u8b66\u62a5\u901a\u77e5\uff0c\u5e76\u68c0\u67e5\u5b83\u4eec\u7684\u6b63\u786e\u6027\u3002\u5982\u679c\u8b66\u62a5\u901a\u77e5\u6709\u4efb\u4f55\u95ee\u9898\uff0c\u53ef\u4ee5\u68c0\u67e5Alertmanager\u7684\u65e5\u5fd7\u6587\u4ef6\u4ee5\u83b7\u5f97\u66f4\u591a\u4fe1\u606f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u4f7f\u7528Alertmanager\u7684\u6d4b\u8bd5\u529f\u80fd\uff0c\u53ef\u4ee5\u624b\u52a8\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\u5e76\u68c0\u67e5\u8b66\u62a5\u901a\u77e5\u7684\u6b63\u786e\u6027\u3002Alertmanager\u63d0\u4f9b\u4e86\u4e00\u4e2aWeb\u754c\u9762\uff0c\u7528\u6237\u53ef\u4ee5\u5728\u6b64\u754c\u9762\u4e2d\u9009\u62e9\u63a5\u6536\u5668\u548c\u8b66\u62a5\u7ea7\u522b\uff0c\u7136\u540e\u53d1\u9001\u6d4b\u8bd5\u8b66\u62a5\u3002Alertmanager\u5c06\u6a21\u62df\u53d1\u9001\u8b66\u62a5\u901a\u77e5\uff0c\u5e76\u5c06\u5176\u663e\u793a\u5728Web\u754c\u9762\u4e2d\u3002\u5982\u679c\u8b66\u62a5\u901a\u77e5\u6709\u4efb\u4f55\u95ee\u9898\uff0c\u53ef\u4ee5\u68c0\u67e5Alertmanager\u7684\u65e5\u5fd7\u6587\u4ef6\u4ee5\u83b7\u5f97\u66f4\u591a\u4fe1\u606f\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6700\u4f73\u5b9e\u8df5\u76d1\u63a7\u7b56\u7565<\/p>\n\n\n\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e9bPrometheus\u76d1\u63a7\u7684\u6700\u4f73\u5b9e\u8df5\u7b56\u7565\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u7cbe\u5fc3\u8bbe\u8ba1\u6307\u6807\uff1a\u6307\u6807\u5e94\u8be5\u5177\u6709\u826f\u597d\u7684\u547d\u540d\u548c\u6807\u7b7e\uff0c\u4ee5\u4fbf\u7528\u6237\u53ef\u4ee5\u8f7b\u677e\u7406\u89e3\u5176\u542b\u4e49\u3002\u6307\u6807\u7684\u547d\u540d\u5e94\u8be5\u7b80\u6d01\u3001\u660e\u786e\uff0c\u53cd\u6620\u6307\u6807\u7684\u542b\u4e49\u3002\u6807\u7b7e\u5e94\u8be5\u6e05\u6670\u660e\u4e86\uff0c\u5e76\u80fd\u591f\u533a\u5206\u4e0d\u540c\u7684\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u9009\u62e9\u6b63\u786e\u7684\u6307\u6807\uff1a\u9009\u62e9\u9002\u5408\u60a8\u9700\u8981\u76d1\u63a7\u7684\u5e94\u7528\u7a0b\u5e8f\u6216\u7cfb\u7edf\u7684\u6307\u6807\u3002\u4e0d\u8981\u6536\u96c6\u592a\u591a\u6307\u6807\uff0c\u4e5f\u4e0d\u8981\u8fc7\u6ee4\u6389\u6709\u7528\u7684\u6307\u6807\u3002<\/li>\n\n\n\n<li>\u907f\u514d\u8fc7\u5ea6\u4f7f\u7528\u805a\u5408\uff1aPrometheus\u7684\u9ed8\u8ba4\u805a\u5408\u64cd\u4f5c\u53ef\u4ee5\u5f71\u54cd\u67e5\u8be2\u6027\u80fd\u3002\u5e94\u8be5\u907f\u514d\u5728Prometheus\u4e2d\u8fdb\u884c\u5927\u91cf\u7684\u805a\u5408\u64cd\u4f5c\u3002\u5982\u679c\u9700\u8981\u805a\u5408\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u67e5\u8be2\u8bed\u8a00PromQL\u8fdb\u884c\u805a\u5408\u64cd\u4f5c\u3002<\/li>\n\n\n\n<li>\u5065\u5eb7\u68c0\u67e5\uff1a\u5b9a\u671f\u8fdb\u884c\u5065\u5eb7\u68c0\u67e5\uff0c\u5e76\u786e\u4fddPrometheus\u548c\u5176\u4ed6\u670d\u52a1\uff08\u4f8b\u5982Alertmanager\uff09\u6b63\u5e38\u8fd0\u884c\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u81ea\u8eab\u6307\u6807\u6765\u76d1\u63a7Prometheus\u7684\u5065\u5eb7\u72b6\u51b5\u3002<\/li>\n\n\n\n<li>\u591a\u5c42\u6b21\u7684\u76d1\u63a7\uff1a\u4f7f\u7528Prometheus\u7684\u591a\u5c42\u6b21\u76d1\u63a7\u673a\u5236\uff0c\u5c06\u76d1\u63a7\u4efb\u52a1\u5206\u5c42\uff0c\u4ece\u800c\u4f7f\u76d1\u63a7\u66f4\u52a0\u9ad8\u6548\u548c\u53ef\u9760\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684Pushgateway\u548cExporter\u6765\u6536\u96c6\u6570\u636e\uff0c\u5e76\u4f7f\u7528Prometheus\u7684\u8fdc\u7a0b\u5b58\u50a8\u548c\u67e5\u8be2\u673a\u5236\u6765\u5904\u7406\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528\u8b66\u62a5\u89c4\u5219\uff1a\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u89c4\u5219\uff0c\u5b9a\u4e49\u8b66\u62a5\u6761\u4ef6\u548c\u8b66\u62a5\u901a\u77e5\u65b9\u5f0f\uff0c\u5e76\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002\u8b66\u62a5\u89c4\u5219\u5e94\u8be5\u9075\u5faa\u6700\u4f73\u5b9e\u8df5\uff0c\u4f8b\u5982\u53ea\u9488\u5bf9\u91cd\u8981\u7684\u6307\u6807\u3001\u907f\u514d\u8fc7\u5ea6\u805a\u5408\u7b49\u3002<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\uff1a\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5c06Prometheus\u6536\u96c6\u7684\u6570\u636e\u53ef\u89c6\u5316\u3002\u53ef\u89c6\u5316\u53ef\u4ee5\u5e2e\u52a9\u60a8\u66f4\u597d\u5730\u7406\u89e3\u548c\u5206\u6790\u6307\u6807\u6570\u636e\uff0c\u5e76\u8bc6\u522b\u6f5c\u5728\u7684\u95ee\u9898\u548c\u8d8b\u52bf\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u7684\u6700\u4f73\u5b9e\u8df5\u76d1\u63a7\u7b56\u7565\u5305\u62ec\uff1a\u7cbe\u5fc3\u8bbe\u8ba1\u6307\u6807\u3001\u9009\u62e9\u6b63\u786e\u7684\u6307\u6807\u3001\u907f\u514d\u8fc7\u5ea6\u4f7f\u7528\u805a\u5408\u3001\u5065\u5eb7\u68c0\u67e5\u3001\u591a\u5c42\u6b21\u7684\u76d1\u63a7\u3001\u4f7f\u7528\u8b66\u62a5\u89c4\u5219\u548c\u53ef\u89c6\u5316\u3002\u8fd9\u4e9b\u6700\u4f73\u5b9e\u8df5\u7b56\u7565\u53ef\u4ee5\u63d0\u9ad8Prometheus\u7684\u76d1\u63a7\u6548\u7387\u548c\u53ef\u9760\u6027\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f18\u5316\u5176\u5e94\u7528\u7a0b\u5e8f\u6216\u7cfb\u7edf\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6700\u4f73\u5b9e\u8df5\u8d44\u6e90\u7ba1\u7406<\/p>\n\n\n\n<p>Prometheus\u7684\u6700\u4f73\u5b9e\u8df5\u8d44\u6e90\u7ba1\u7406\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u76d1\u63a7\u76ee\u6807\u6570\u91cf\uff1aPrometheus\u53ef\u4ee5\u76d1\u63a7\u5927\u91cf\u7684\u76ee\u6807\uff0c\u4f46\u662f\u8fc7\u591a\u7684\u76ee\u6807\u4f1a\u5f71\u54cd\u6027\u80fd\u3002\u56e0\u6b64\uff0c\u5e94\u8be5\u6839\u636e\u9700\u8981\u76d1\u63a7\u7684\u76ee\u6807\u6570\u91cf\uff0c\u5408\u7406\u8c03\u6574Prometheus\u7684\u8d44\u6e90\u3002<\/li>\n\n\n\n<li>\u786c\u4ef6\u914d\u7f6e\uff1aPrometheus\u7684\u6027\u80fd\u53d7\u5230\u786c\u4ef6\u914d\u7f6e\u7684\u5f71\u54cd\uff0c\u56e0\u6b64\u5e94\u8be5\u9009\u62e9\u9002\u5f53\u7684\u786c\u4ef6\u914d\u7f6e\u3002\u4f8b\u5982\uff0cPrometheus\u7684\u5185\u5b58\u548c\u78c1\u76d8\u5bb9\u91cf\u5e94\u8be5\u8db3\u591f\u5927\uff0c\u4ee5\u5bb9\u7eb3\u5927\u91cf\u7684\u6307\u6807\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u5783\u573e\u6536\u96c6\uff1aPrometheus\u4f7f\u7528Go\u8bed\u8a00\u7f16\u5199\uff0c\u81ea\u5e26\u5783\u573e\u6536\u96c6\u673a\u5236\u3002\u5728\u9ad8\u8d1f\u8f7d\u73af\u5883\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u5de5\u5177\uff0c\u5982Go\u7684pprof\u5de5\u5177\u8fdb\u884c\u6027\u80fd\u5206\u6790\uff0c\u627e\u51fa\u6027\u80fd\u74f6\u9888\u5e76\u8fdb\u884c\u4f18\u5316\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u6eda\u52a8\uff1aPrometheus\u9ed8\u8ba4\u4f1a\u4fdd\u5b58\u6240\u6709\u91c7\u96c6\u5230\u7684\u6570\u636e\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u3002\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\uff0c\u5e94\u8be5\u901a\u8fc7\u914d\u7f6e\u6570\u636e\u6eda\u52a8\u6765\u63a7\u5236\u6570\u636e\u7684\u5b58\u50a8\u65f6\u95f4\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7Prometheus\u81ea\u8eab\uff1aPrometheus\u672c\u8eab\u4e5f\u9700\u8981\u76d1\u63a7\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u81ea\u8eab\u6307\u6807\u6765\u76d1\u63a7Prometheus\u7684\u5065\u5eb7\u72b6\u51b5\uff0c\u5305\u62ecPrometheus\u7684\u5185\u5b58\u3001CPU\u4f7f\u7528\u7387\u3001\u78c1\u76d8\u4f7f\u7528\u7387\u7b49\u3002<\/li>\n\n\n\n<li>\u81ea\u52a8\u5316\uff1a\u53ef\u4ee5\u4f7f\u7528\u81ea\u52a8\u5316\u5de5\u5177\uff0c\u5982Ansible\u3001Puppet\u7b49\uff0c\u6765\u81ea\u52a8\u5316Prometheus\u7684\u90e8\u7f72\u3001\u914d\u7f6e\u548c\u66f4\u65b0\uff0c\u51cf\u5c11\u4eba\u5de5\u64cd\u4f5c\u7684\u9519\u8bef\u3002<\/li>\n\n\n\n<li>\u5907\u4efd\u548c\u6062\u590d\uff1aPrometheus\u7684\u6570\u636e\u662f\u5b9d\u8d35\u7684\uff0c\u56e0\u6b64\u5e94\u8be5\u5bf9\u5176\u8fdb\u884c\u5907\u4efd\u548c\u6062\u590d\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u5feb\u7167\u548c\u6062\u590d\u673a\u5236\u6765\u5907\u4efd\u548c\u6062\u590d\u6570\u636e\uff0c\u6216\u8005\u4f7f\u7528\u4e00\u4e9b\u5907\u4efd\u548c\u6062\u590d\u5de5\u5177\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u7684\u6700\u4f73\u5b9e\u8df5\u8d44\u6e90\u7ba1\u7406\u5305\u62ec\u76d1\u63a7\u76ee\u6807\u6570\u91cf\u3001\u786c\u4ef6\u914d\u7f6e\u3001\u5783\u573e\u6536\u96c6\u3001\u6570\u636e\u6eda\u52a8\u3001\u76d1\u63a7Prometheus\u81ea\u8eab\u3001\u81ea\u52a8\u5316\u3001\u5907\u4efd\u548c\u6062\u590d\u7b49\u65b9\u9762\u3002\u8fd9\u4e9b\u6700\u4f73\u5b9e\u8df5\u53ef\u4ee5\u63d0\u9ad8Prometheus\u7684\u6548\u7387\u548c\u53ef\u9760\u6027\uff0c\u540c\u65f6\u4fdd\u8bc1Prometheus\u7684\u6570\u636e\u5b89\u5168\u548c\u53ef\u6062\u590d\u6027\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6700\u4f73\u5b9e\u8df5\u6027\u80fd\u4f18\u5316<\/p>\n\n\n\n<p>Prometheus\u7684\u6700\u4f73\u5b9e\u8df5\u6027\u80fd\u4f18\u5316\u5305\u62ec\u4ee5\u4e0b\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u76d1\u63a7\u76ee\u6807\u6570\u91cf\uff1aPrometheus\u53ef\u4ee5\u76d1\u63a7\u5927\u91cf\u7684\u76ee\u6807\uff0c\u4f46\u662f\u8fc7\u591a\u7684\u76ee\u6807\u4f1a\u5f71\u54cd\u6027\u80fd\u3002\u56e0\u6b64\uff0c\u5e94\u8be5\u6839\u636e\u9700\u8981\u76d1\u63a7\u7684\u76ee\u6807\u6570\u91cf\uff0c\u5408\u7406\u8c03\u6574Prometheus\u7684\u8d44\u6e90\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u6eda\u52a8\uff1aPrometheus\u9ed8\u8ba4\u4f1a\u4fdd\u5b58\u6240\u6709\u91c7\u96c6\u5230\u7684\u6570\u636e\uff0c\u8fd9\u53ef\u80fd\u4f1a\u5bfc\u81f4\u78c1\u76d8\u7a7a\u95f4\u4e0d\u8db3\u3002\u4e3a\u4e86\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\uff0c\u5e94\u8be5\u901a\u8fc7\u914d\u7f6e\u6570\u636e\u6eda\u52a8\u6765\u63a7\u5236\u6570\u636e\u7684\u5b58\u50a8\u65f6\u95f4\u3002<\/li>\n\n\n\n<li>\u62bd\u6837\u7387\uff1aPrometheus\u9ed8\u8ba4\u7684\u62bd\u6837\u7387\u4e3a1\u5206\u949f\u3002\u5982\u679c\u9700\u8981\u66f4\u9ad8\u7684\u7cbe\u5ea6\uff0c\u53ef\u4ee5\u964d\u4f4e\u62bd\u6837\u7387\uff0c\u4f46\u4f1a\u589e\u52a0\u5b58\u50a8\u548c\u8ba1\u7b97\u7684\u6210\u672c\u3002\u56e0\u6b64\uff0c\u5e94\u8be5\u9009\u62e9\u5408\u9002\u7684\u62bd\u6837\u7387\uff0c\u5e73\u8861\u5b58\u50a8\u548c\u8ba1\u7b97\u7684\u6210\u672c\u548c\u76d1\u63a7\u7684\u7cbe\u5ea6\u3002<\/li>\n\n\n\n<li>\u7f13\u5b58\uff1aPrometheus\u652f\u6301\u672c\u5730\u7f13\u5b58\u3002\u53ef\u4ee5\u4f7f\u7528\u672c\u5730\u7f13\u5b58\u6765\u7f13\u89e3Prometheus\u7684\u5b58\u50a8\u548c\u8ba1\u7b97\u538b\u529b\uff0c\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002<\/li>\n\n\n\n<li>\u6570\u636e\u6a21\u578b\uff1aPrometheus\u7684\u6570\u636e\u6a21\u578b\u5e94\u8be5\u5c3d\u91cf\u7b80\u5355\uff0c\u907f\u514d\u590d\u6742\u7684\u5173\u7cfb\u578b\u6570\u636e\u6a21\u578b\u3002\u5728\u5b9a\u4e49\u6307\u6807\u65f6\uff0c\u5e94\u8be5\u5c3d\u53ef\u80fd\u4f7f\u7528\u6807\u7b7e\u6765\u4ee3\u66ff\u6307\u6807\u540d\u79f0\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u652f\u6301\u67e5\u8be2\u548c\u805a\u5408\u3002<\/li>\n\n\n\n<li>\u5783\u573e\u6536\u96c6\uff1aPrometheus\u4f7f\u7528Go\u8bed\u8a00\u7f16\u5199\uff0c\u81ea\u5e26\u5783\u573e\u6536\u96c6\u673a\u5236\u3002\u5728\u9ad8\u8d1f\u8f7d\u73af\u5883\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e00\u4e9b\u4f18\u5316\u5de5\u5177\uff0c\u5982Go\u7684pprof\u5de5\u5177\u8fdb\u884c\u6027\u80fd\u5206\u6790\uff0c\u627e\u51fa\u6027\u80fd\u74f6\u9888\u5e76\u8fdb\u884c\u4f18\u5316\u3002<\/li>\n\n\n\n<li>\u96c6\u7fa4\u5316\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u8fdc\u7a0b\u5b58\u50a8\u548c\u67e5\u8be2\u673a\u5236\uff0c\u5c06Prometheus\u96c6\u7fa4\u5316\uff0c\u4ee5\u63d0\u9ad8\u53ef\u7528\u6027\u548c\u6027\u80fd\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u7684\u6700\u4f73\u5b9e\u8df5\u6027\u80fd\u4f18\u5316\u5305\u62ec\u76d1\u63a7\u76ee\u6807\u6570\u91cf\u3001\u6570\u636e\u6eda\u52a8\u3001\u62bd\u6837\u7387\u3001\u7f13\u5b58\u3001\u6570\u636e\u6a21\u578b\u3001\u5783\u573e\u6536\u96c6\u548c\u96c6\u7fa4\u5316\u7b49\u65b9\u9762\u3002\u8fd9\u4e9b\u6700\u4f73\u5b9e\u8df5\u53ef\u4ee5\u63d0\u9ad8Prometheus\u7684\u6548\u7387\u548c\u53ef\u9760\u6027\uff0c\u540c\u65f6\u4fdd\u8bc1Prometheus\u7684\u6027\u80fd\u548c\u67e5\u8be2\u901f\u5ea6\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u4e0eKubernetes\u96c6\u6210<\/p>\n\n\n\n<p>Prometheus\u4e0eKubernetes\u96c6\u6210\u53ef\u4ee5\u63d0\u4f9b\u5168\u9762\u7684\u76d1\u63a7\uff0c\u8ddf\u8e2aKubernetes\u96c6\u7fa4\u548c\u5176\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6307\u6807\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6545\u969c\u6392\u9664\u548c\u6027\u80fd\u4f18\u5316\u3002\u4ee5\u4e0b\u662fPrometheus\u4e0eKubernetes\u96c6\u6210\u7684\u5177\u4f53\u7ec6\u8282\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u4f7f\u7528Prometheus Operator\uff1aPrometheus Operator\u662f\u4e00\u4e2a\u4e13\u95e8\u4e3aKubernetes\u8bbe\u8ba1\u7684Prometheus\u7ba1\u7406\u5de5\u5177\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u53d1\u73b0Kubernetes\u4e2d\u7684\u670d\u52a1\u548cPod\uff0c\u5e76\u914d\u7f6ePrometheus\u7684\u76d1\u63a7\u76ee\u6807\u3002Prometheus Operator\u8fd8\u53ef\u4ee5\u81ea\u52a8\u521b\u5efa\u548c\u7ba1\u7406Prometheus\u5b9e\u4f8b\uff0c\u4f7fPrometheus\u4e0eKubernetes\u96c6\u6210\u66f4\u52a0\u65b9\u4fbf\u3002<\/li>\n\n\n\n<li>\u5b89\u88c5Kubernetes Exporter\uff1aKubernetes Exporter\u662f\u4e00\u4e2aPrometheus\u7684Exporter\uff0c\u5b83\u53ef\u4ee5\u91c7\u96c6Kubernetes\u96c6\u7fa4\u4e2d\u7684\u5404\u79cd\u8d44\u6e90\uff08\u5982\u8282\u70b9\u3001Pod\u3001\u670d\u52a1\u7b49\uff09\u7684\u6307\u6807\u6570\u636e\u3002\u53ef\u4ee5\u5b89\u88c5Kubernetes Exporter\u5e76\u5c06\u5176\u914d\u7f6e\u4e3aPrometheus\u7684\u76d1\u63a7\u76ee\u6807\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528ServiceMonitor\uff1aServiceMonitor\u662fPrometheus Operator\u7684\u4e00\u90e8\u5206\uff0c\u7528\u4e8e\u81ea\u52a8\u53d1\u73b0Kubernetes\u4e2d\u7684\u670d\u52a1\u5e76\u5c06\u5176\u914d\u7f6e\u4e3aPrometheus\u7684\u76d1\u63a7\u76ee\u6807\u3002\u53ef\u4ee5\u4f7f\u7528ServiceMonitor\u6765\u76d1\u63a7Kubernetes\u4e2d\u7684\u670d\u52a1\uff0c\u5e76\u914d\u7f6ePrometheus\u7684\u8b66\u62a5\u89c4\u5219\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7Kubernetes\u5185\u90e8\u7ec4\u4ef6\uff1a\u9664\u4e86\u76d1\u63a7Kubernetes\u4e2d\u7684\u5e94\u7528\u7a0b\u5e8f\u4e4b\u5916\uff0c\u8fd8\u53ef\u4ee5\u76d1\u63a7Kubernetes\u5185\u90e8\u7ec4\u4ef6\uff08\u5982API\u670d\u52a1\u5668\u3001\u8c03\u5ea6\u7a0b\u5e8f\u7b49\uff09\u7684\u6307\u6807\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684Kubernetes SD\u914d\u7f6e\u6765\u76d1\u63a7\u8fd9\u4e9b\u7ec4\u4ef6\uff0c\u5e76\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\u3002<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316Kubernetes\u76d1\u63a7\u6570\u636e\uff1a\u53ef\u4ee5\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\u6765\u53ef\u89c6\u5316Prometheus\u91c7\u96c6\u5230\u7684Kubernetes\u76d1\u63a7\u6570\u636e\u3002Grafana\u63d0\u4f9b\u4e86\u5404\u79cd\u9884\u5b9a\u4e49\u7684\u9762\u677f\u548c\u4eea\u8868\u677f\uff0c\u53ef\u7528\u4e8e\u76d1\u63a7Kubernetes\u96c6\u7fa4\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6307\u6807\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u901a\u8fc7Prometheus\u4e0eKubernetes\u96c6\u6210\uff0c\u53ef\u4ee5\u63d0\u4f9b\u5168\u9762\u7684Kubernetes\u76d1\u63a7\uff0c\u5e76\u4e3a\u6545\u969c\u6392\u9664\u548c\u6027\u80fd\u4f18\u5316\u63d0\u4f9b\u6709\u529b\u652f\u6301\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus Operator\u3001Kubernetes Exporter\u3001ServiceMonitor\u7b49\u5de5\u5177\u6765\u5b9e\u73b0Prometheus\u4e0eKubernetes\u7684\u96c6\u6210\uff0c\u5e76\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\uff08\u5982Grafana\uff09\u6765\u53ef\u89c6\u5316Kubernetes\u76d1\u63a7\u6570\u636e\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u5728Kubernetes\u4e2d\u7684\u90e8\u7f72<\/p>\n\n\n\n<p>\u5728Kubernetes\u4e2d\u90e8\u7f72Prometheus\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u5b9e\u73b0\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u5b89\u88c5Prometheus Operator\uff1aPrometheus Operator\u662f\u4e00\u4e2a\u7528\u4e8e\u90e8\u7f72\u3001\u7ba1\u7406\u548c\u76d1\u63a7Prometheus\u7684Kubernetes Operator\u3002\u53ef\u4ee5\u4f7f\u7528Helm\u6765\u5b89\u88c5Prometheus Operator\u3002<\/li>\n\n\n\n<li>\u521b\u5efaPrometheus\u5b9e\u4f8b\uff1a\u4f7f\u7528Prometheus Operator\u521b\u5efaPrometheus\u5b9e\u4f8b\uff0c\u5c06Prometheus\u5b9e\u4f8b\u7684\u914d\u7f6e\u548c\u5b58\u50a8\u5377\u7ed1\u5b9a\u5230Kubernetes\u4e2d\u7684\u547d\u540d\u7a7a\u95f4\u6216\u6807\u7b7e\u4e0a\u3002<\/li>\n\n\n\n<li>\u914d\u7f6ePrometheus\u5b9e\u4f8b\uff1a\u6839\u636e\u5b9e\u9645\u9700\u6c42\u914d\u7f6ePrometheus\u5b9e\u4f8b\u7684\u914d\u7f6e\u6587\u4ef6\uff08\u5982prometheus.yaml\uff09\uff0c\u5305\u62ec\u6570\u636e\u6eda\u52a8\u3001\u8b66\u62a5\u89c4\u5219\u3001\u76ee\u6807\u7b49\u3002<\/li>\n\n\n\n<li>\u90e8\u7f72Exporter\uff1a\u90e8\u7f72\u9700\u8981\u76d1\u63a7\u7684Exporter\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3aPrometheus\u7684\u76d1\u63a7\u76ee\u6807\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus Operator\u6216Kubernetes\u81ea\u8eab\u7684\u670d\u52a1\u53d1\u73b0\u673a\u5236\u6765\u81ea\u52a8\u53d1\u73b0Exporter\u3002<\/li>\n\n\n\n<li>\u521b\u5efaServiceMonitor\uff1a\u4f7f\u7528Prometheus Operator\u521b\u5efaServiceMonitor\uff0c\u5c06Exporter\u4e0ePrometheus\u5b9e\u4f8b\u5173\u8054\u8d77\u6765\uff0c\u4ee5\u4fbfPrometheus\u80fd\u591f\u81ea\u52a8\u76d1\u63a7Exporter\u3002<\/li>\n\n\n\n<li>\u53ef\u89c6\u5316\uff1a\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\u53ef\u89c6\u5316Prometheus\u91c7\u96c6\u5230\u7684\u6570\u636e\u3002<\/li>\n\n\n\n<li>\u90e8\u7f72Alertmanager\uff1a\u90e8\u7f72Alertmanager\uff0c\u5e76\u5c06\u5176\u914d\u7f6e\u4e3aPrometheus\u7684\u8b66\u62a5\u63a5\u6536\u5668\uff0c\u4ee5\u4fbf\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u5728Kubernetes\u4e2d\u90e8\u7f72Prometheus\u9700\u8981\u5b89\u88c5Prometheus Operator\u3001\u521b\u5efaPrometheus\u5b9e\u4f8b\u3001\u914d\u7f6ePrometheus\u5b9e\u4f8b\u3001\u90e8\u7f72Exporter\u3001\u521b\u5efaServiceMonitor\u3001\u53ef\u89c6\u5316\u548c\u90e8\u7f72Alertmanager\u7b49\u6b65\u9aa4\u3002\u901a\u8fc7\u8fd9\u4e9b\u6b65\u9aa4\uff0c\u53ef\u4ee5\u5c06Prometheus\u96c6\u6210\u5230Kubernetes\u4e2d\uff0c\u4e3aKubernetes\u548c\u5176\u5e94\u7528\u7a0b\u5e8f\u63d0\u4f9b\u5168\u9762\u7684\u76d1\u63a7\u548c\u8b66\u62a5\u529f\u80fd\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u76d1\u63a7Kubernetes\u96c6\u7fa4<\/p>\n\n\n\n<p>\u76d1\u63a7Kubernetes\u96c6\u7fa4\u53ef\u4ee5\u63d0\u4f9b\u5168\u9762\u7684\u96c6\u7fa4\u72b6\u6001\u548c\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u6307\u6807\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6545\u969c\u6392\u9664\u548c\u6027\u80fd\u4f18\u5316\u3002\u4ee5\u4e0b\u662f\u76d1\u63a7Kubernetes\u96c6\u7fa4\u7684\u5177\u4f53\u7ec6\u8282\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u76d1\u63a7Kubernetes\u5185\u90e8\u7ec4\u4ef6\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus\u6765\u76d1\u63a7Kubernetes\u5185\u90e8\u7ec4\u4ef6\uff08\u5982API\u670d\u52a1\u5668\u3001\u8c03\u5ea6\u7a0b\u5e8f\u3001etcd\u7b49\uff09\u7684\u6307\u6807\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u6545\u969c\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7Kubernetes\u8d44\u6e90\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus\u6765\u76d1\u63a7Kubernetes\u96c6\u7fa4\u4e2d\u7684\u8d44\u6e90\uff08\u5982\u8282\u70b9\u3001Pod\u3001\u670d\u52a1\u3001\u5bb9\u5668\u7b49\uff09\u7684\u6307\u6807\uff0c\u4ee5\u4fbf\u4e86\u89e3\u5b83\u4eec\u7684\u4f7f\u7528\u60c5\u51b5\u548c\u5065\u5eb7\u72b6\u6001\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus\u6765\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u6027\u80fd\u6307\u6807\uff0c\u5982\u8bf7\u6c42\u5ef6\u8fdf\u3001\u8bf7\u6c42\u901f\u7387\u3001\u9519\u8bef\u7387\u7b49\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff1a\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u89c4\u5219\u6765\u914d\u7f6e\u8b66\u62a5\u6761\u4ef6\uff0c\u4ee5\u4fbf\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53ca\u65f6\u53d1\u51fa\u8b66\u62a5\u901a\u77e5\u3002<\/li>\n\n\n\n<li>\u96c6\u6210Grafana\uff1a\u53ef\u4ee5\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\u5c06Prometheus\u91c7\u96c6\u5230\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u76f4\u89c2\u5730\u4e86\u89e3Kubernetes\u96c6\u7fa4\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u901a\u8fc7\u4f7f\u7528Prometheus\u76d1\u63a7Kubernetes\u96c6\u7fa4\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5168\u9762\u7684\u76d1\u63a7\uff0c\u5305\u62ecKubernetes\u5185\u90e8\u7ec4\u4ef6\u3001\u8d44\u6e90\u3001\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\u7b49\u3002\u53ef\u4ee5\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff0c\u4ee5\u4fbf\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53ca\u65f6\u53d1\u51fa\u8b66\u62a5\u901a\u77e5\u3002\u53ef\u4ee5\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\uff08\u5982Grafana\uff09\u5c06Prometheus\u91c7\u96c6\u5230\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u4e86\u89e3Kubernetes\u96c6\u7fa4\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u76d1\u63a7Kubernetes\u5e94\u7528<\/p>\n\n\n\n<p>\u76d1\u63a7Kubernetes\u5e94\u7528\u53ef\u4ee5\u63d0\u4f9b\u6709\u5173\u5e94\u7528\u7a0b\u5e8f\u7684\u5168\u9762\u6027\u80fd\u6307\u6807\uff0c\u4ee5\u4fbf\u8fdb\u884c\u6545\u969c\u6392\u9664\u548c\u6027\u80fd\u4f18\u5316\u3002\u4ee5\u4e0b\u662f\u76d1\u63a7Kubernetes\u5e94\u7528\u7684\u5177\u4f53\u7ec6\u8282\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u914d\u7f6e\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\uff1a\u5728\u5e94\u7528\u7a0b\u5e8f\u4e2d\u6dfb\u52a0Prometheus Client\u5e93\u4ee5\u751f\u6210\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u6307\u6807\uff0c\u5e76\u5c06\u5176\u53d1\u9001\u5230Prometheus\u3002<\/li>\n\n\n\n<li>\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff1a\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u89c4\u5219\u6765\u914d\u7f6e\u8b66\u62a5\u6761\u4ef6\uff0c\u4ee5\u4fbf\u5728\u8fbe\u5230\u8b66\u62a5\u6761\u4ef6\u65f6\u53ca\u65f6\u53d1\u51fa\u8b66\u62a5\u901a\u77e5\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u65e5\u5fd7\uff1a\u4f7f\u7528\u65e5\u5fd7\u6536\u96c6\u5de5\u5177\u6765\u76d1\u63a7\u5e94\u7528\u7a0b\u5e8f\u7684\u65e5\u5fd7\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u60c5\u51b5\u3002<\/li>\n\n\n\n<li>\u76d1\u63a7\u670d\u52a1\uff1a\u76d1\u63a7\u670d\u52a1\u7684\u72b6\u6001\u548c\u6027\u80fd\u6307\u6807\uff0c\u5305\u62ec\u8bf7\u6c42\u5ef6\u8fdf\u3001\u8bf7\u6c42\u901f\u7387\u3001\u9519\u8bef\u7387\u7b49\uff0c\u4ee5\u4fbf\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u6027\u80fd\u95ee\u9898\u3002<\/li>\n\n\n\n<li>\u96c6\u6210Grafana\uff1a\u4f7f\u7528Grafana\u7b49\u53ef\u89c6\u5316\u5de5\u5177\u5c06Prometheus\u91c7\u96c6\u5230\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u76f4\u89c2\u5730\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u901a\u8fc7\u4f7f\u7528Prometheus\u76d1\u63a7Kubernetes\u5e94\u7528\u7a0b\u5e8f\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5168\u9762\u7684\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u76d1\u63a7\uff0c\u5305\u62ec\u5e94\u7528\u7a0b\u5e8f\u6307\u6807\u3001\u65e5\u5fd7\u3001\u670d\u52a1\u72b6\u6001\u548c\u6027\u80fd\u6307\u6807\u7b49\u3002\u53ef\u4ee5\u4f7f\u7528Prometheus\u7684\u8b66\u62a5\u89c4\u5219\u6765\u914d\u7f6e\u8b66\u62a5\u6761\u4ef6\uff0c\u5e76\u4f7f\u7528\u53ef\u89c6\u5316\u5de5\u5177\uff08\u5982Grafana\uff09\u5c06Prometheus\u91c7\u96c6\u5230\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u4ee5\u4fbf\u66f4\u597d\u5730\u4e86\u89e3\u5e94\u7528\u7a0b\u5e8f\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u751f\u6001\u7cfb\u7edf\u4e0e\u76f8\u5173\u5de5\u5177<\/p>\n\n\n\n<p>Prometheus\u751f\u6001\u7cfb\u7edf\u5305\u62ec\u8bb8\u591a\u76f8\u5173\u5de5\u5177\uff0c\u7528\u4e8e\u5e2e\u52a9\u4f7f\u7528\u8005\u66f4\u597d\u5730\u76d1\u63a7\u548c\u7ba1\u7406\u4ed6\u4eec\u7684\u7cfb\u7edf\u3002\u4ee5\u4e0b\u662fPrometheus\u751f\u6001\u7cfb\u7edf\u4e2d\u4e00\u4e9b\u5e38\u89c1\u7684\u76f8\u5173\u5de5\u5177\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Alertmanager\uff1aAlertmanager\u662fPrometheus\u7684\u4e00\u4e2a\u7ec4\u4ef6\uff0c\u7528\u4e8e\u7ba1\u7406\u548c\u8def\u7531\u8b66\u62a5\u901a\u77e5\u3002\u5b83\u53ef\u4ee5\u96c6\u6210\u5230Prometheus\u4e2d\uff0c\u901a\u8fc7\u7535\u5b50\u90ae\u4ef6\u3001Slack\u3001PagerDuty\u7b49\u6e20\u9053\u53d1\u9001\u8b66\u62a5\u901a\u77e5\u3002<\/li>\n\n\n\n<li>Grafana\uff1aGrafana\u662f\u4e00\u4e2a\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u7528\u4e8e\u5c06Prometheus\u91c7\u96c6\u7684\u6570\u636e\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u521b\u5efa\u4eea\u8868\u677f\u548c\u9762\u677f\uff0c\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u4e86\u89e3\u4ed6\u4eec\u7684\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/li>\n\n\n\n<li>Thanos\uff1aThanos\u662f\u4e00\u4e2a\u5f00\u6e90\u9879\u76ee\uff0c\u7528\u4e8e\u6269\u5c55Prometheus\u7684\u5b58\u50a8\u80fd\u529b\uff0c\u5141\u8bb8Prometheus\u5728\u5206\u5e03\u5f0f\u73af\u5883\u4e2d\u8fdb\u884c\u6c34\u5e73\u6269\u5c55\u548c\u957f\u671f\u5b58\u50a8\u3002<\/li>\n\n\n\n<li>Loki\uff1aLoki\u662f\u4e00\u4e2a\u5f00\u6e90\u65e5\u5fd7\u805a\u5408\u5668\uff0c\u53ef\u4e0ePrometheus\u4e00\u8d77\u4f7f\u7528\uff0c\u7528\u4e8e\u6536\u96c6\u3001\u805a\u5408\u548c\u67e5\u8be2\u65e5\u5fd7\u6570\u636e\u3002<\/li>\n\n\n\n<li>Prometheus Operator\uff1aPrometheus Operator\u662f\u4e00\u4e2aKubernetes Operator\uff0c\u7528\u4e8e\u81ea\u52a8\u5316Prometheus\u7684\u90e8\u7f72\u3001\u7ba1\u7406\u548c\u76d1\u63a7\u3002\u5b83\u53ef\u4ee5\u81ea\u52a8\u53d1\u73b0Kubernetes\u4e2d\u7684\u670d\u52a1\u548cPod\uff0c\u5e76\u4e3aPrometheus\u914d\u7f6e\u76d1\u63a7\u76ee\u6807\u3002<\/li>\n\n\n\n<li>Prometheus Exporter\uff1aPrometheus Exporter\u662f\u4e00\u79cd\u4e0ePrometheus\u96c6\u6210\u7684\u63d2\u4ef6\uff0c\u7528\u4e8e\u91c7\u96c6\u7cfb\u7edf\u548c\u5e94\u7528\u7a0b\u5e8f\u7684\u6307\u6807\u3002\u5b83\u53ef\u4ee5\u5c06\u91c7\u96c6\u5230\u7684\u6307\u6807\u6570\u636e\u66b4\u9732\u7ed9Prometheus\uff0c\u4ee5\u4fbf\u8fdb\u884c\u76d1\u63a7\u548c\u8b66\u62a5\u3002<\/li>\n\n\n\n<li>Prometheus Pushgateway\uff1aPrometheus Pushgateway\u662f\u4e00\u4e2a\u77ed\u671f\u7684\u4e2d\u95f4\u5b58\u50a8\uff0c\u7528\u4e8e\u5e2e\u52a9\u7528\u6237\u5c06\u6307\u6807\u6570\u636e\u63a8\u9001\u5230Prometheus\u4e2d\u3002\u5b83\u53ef\u4ee5\u5c06\u6307\u6807\u6570\u636e\u63a8\u9001\u5230Prometheus\u4e2d\uff0c\u5e76\u5728\u63a8\u9001\u540e\u7acb\u5373\u5220\u9664\u6570\u636e\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0cPrometheus\u751f\u6001\u7cfb\u7edf\u5305\u62ec\u8bb8\u591a\u76f8\u5173\u5de5\u5177\uff0c\u5982Alertmanager\u3001Grafana\u3001Thanos\u3001Loki\u3001Prometheus Operator\u3001Prometheus Exporter\u548cPrometheus Pushgateway\u7b49\uff0c\u7528\u4e8e\u5e2e\u52a9\u7528\u6237\u66f4\u597d\u5730\u76d1\u63a7\u548c\u7ba1\u7406\u4ed6\u4eec\u7684\u7cfb\u7edf\u3002\u8fd9\u4e9b\u5de5\u5177\u7684\u96c6\u6210\u548c\u4f7f\u7528\u53ef\u4ee5\u6781\u5927\u5730\u63d0\u9ad8\u7528\u6237\u7684\u7cfb\u7edf\u6027\u80fd\u548c\u7a33\u5b9a\u6027\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91ca\u5982\u4f55\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u4e0e\u670d\u52a1<\/p>\n\n\n\n<p>\u5728\u9009\u62e9\u5408\u9002\u7684\u76d1\u63a7\u5de5\u5177\u548c\u670d\u52a1\u65f6\uff0c\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u76d1\u63a7\u9700\u6c42\uff1a\u9996\u5148\u9700\u8981\u8003\u8651\u76d1\u63a7\u7684\u9700\u6c42\u662f\u4ec0\u4e48\uff0c\u5305\u62ec\u76d1\u63a7\u54ea\u4e9b\u6307\u6807\u548c\u6570\u636e\u3001\u9700\u8981\u54ea\u4e9b\u8b66\u62a5\u548c\u901a\u77e5\u65b9\u5f0f\u7b49\u3002<\/li>\n\n\n\n<li>\u6280\u672f\u6808\uff1a\u9700\u8981\u8003\u8651\u6b63\u5728\u4f7f\u7528\u7684\u6280\u672f\u6808\uff0c\u5305\u62ec\u6570\u636e\u5e93\u3001\u64cd\u4f5c\u7cfb\u7edf\u3001\u4e91\u5e73\u53f0\u7b49\uff0c\u4ee5\u786e\u4fdd\u6240\u9009\u5de5\u5177\u548c\u670d\u52a1\u4e0e\u6280\u672f\u6808\u517c\u5bb9\u3002<\/li>\n\n\n\n<li>\u90e8\u7f72\u548c\u7ef4\u62a4\uff1a\u9700\u8981\u8003\u8651\u6240\u9009\u5de5\u5177\u548c\u670d\u52a1\u7684\u90e8\u7f72\u548c\u7ef4\u62a4\u96be\u5ea6\uff0c\u4ee5\u53ca\u662f\u5426\u9700\u8981\u4e13\u4e1a\u6280\u80fd\u548c\u8d44\u6e90\u3002<\/li>\n\n\n\n<li>\u5b89\u5168\u6027\uff1a\u9700\u8981\u8003\u8651\u6240\u9009\u5de5\u5177\u548c\u670d\u52a1\u7684\u5b89\u5168\u6027\u548c\u6570\u636e\u9690\u79c1\u4fdd\u62a4\u63aa\u65bd\uff0c\u4ee5\u786e\u4fdd\u6570\u636e\u4e0d\u4f1a\u88ab\u6cc4\u9732\u6216\u88ab\u9ed1\u5ba2\u653b\u51fb\u3002<\/li>\n\n\n\n<li>\u6210\u672c\u548c\u53ef\u6269\u5c55\u6027\uff1a\u9700\u8981\u8003\u8651\u6240\u9009\u5de5\u5177\u548c\u670d\u52a1\u7684\u6210\u672c\u548c\u53ef\u6269\u5c55\u6027\uff0c\u4ee5\u4fbf\u5728\u672a\u6765\u968f\u7740\u4e1a\u52a1\u7684\u589e\u957f\u800c\u6269\u5c55\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u5728\u4e86\u89e3\u4e86\u4ee5\u4e0a\u56e0\u7d20\u540e\uff0c\u53ef\u4ee5\u9009\u62e9\u4ee5\u4e0b\u4e00\u4e9b\u76d1\u63a7\u5de5\u5177\u548c\u670d\u52a1\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Prometheus\uff1a\u5982\u679c\u9700\u8981\u81ea\u4e3b\u7ba1\u7406\u548c\u63a7\u5236\u76d1\u63a7\u7cfb\u7edf\uff0c\u4e14\u5bf9\u76d1\u63a7\u7cfb\u7edf\u7684\u6570\u636e\u6536\u96c6\u548c\u8b66\u62a5\u89c4\u5219\u6709\u8f83\u9ad8\u7684\u81ea\u5b9a\u4e49\u9700\u6c42\uff0c\u5219Prometheus\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li>Grafana\uff1a\u5982\u679c\u9700\u8981\u5c06Prometheus\u91c7\u96c6\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5e76\u901a\u8fc7\u81ea\u5b9a\u4e49\u4eea\u8868\u677f\u548c\u9762\u677f\u66f4\u76f4\u89c2\u5730\u4e86\u89e3\u7cfb\u7edf\u7684\u72b6\u6001\u548c\u6027\u80fd\uff0c\u5219Grafana\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li>Datadog\uff1a\u5982\u679c\u9700\u8981\u4e00\u4e2a\u5168\u9762\u7684\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u652f\u6301\u591a\u79cd\u6570\u636e\u6e90\u548c\u96c6\u6210\uff0c\u4ee5\u53ca\u81ea\u52a8\u5316\u548c\u667a\u80fd\u5316\u8b66\u62a5\u548c\u901a\u77e5\uff0c\u5219Datadog\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li>New Relic\uff1a\u5982\u679c\u9700\u8981\u4e00\u4e2a\u5168\u9762\u7684\u5e94\u7528\u7a0b\u5e8f\u6027\u80fd\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\uff0c\u5e76\u63d0\u4f9b\u5206\u5e03\u5f0f\u8ddf\u8e2a\u3001\u4ee3\u7801\u5206\u6790\u3001\u8b66\u62a5\u548c\u901a\u77e5\u7b49\u529f\u80fd\uff0c\u5219New Relic\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002<\/li>\n\n\n\n<li>AWS CloudWatch\uff1a\u5982\u679c\u4f7f\u7528\u7684\u662fAWS\u4e91\u5e73\u53f0\uff0c\u5e76\u4e14\u9700\u8981\u76d1\u63a7AWS\u670d\u52a1\u7684\u6307\u6807\u548c\u65e5\u5fd7\uff0c\u5219AWS CloudWatch\u662f\u4e00\u4e2a\u5f88\u597d\u7684\u9009\u62e9\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u5728\u9009\u62e9\u76d1\u63a7\u5de5\u5177\u548c\u670d\u52a1\u65f6\uff0c\u9700\u8981\u8003\u8651\u76d1\u63a7\u9700\u6c42\u3001\u6280\u672f\u6808\u3001\u90e8\u7f72\u548c\u7ef4\u62a4\u3001\u5b89\u5168\u6027\u548c\u6570\u636e\u9690\u79c1\u3001\u6210\u672c\u548c\u53ef\u6269\u5c55\u6027\u7b49\u56e0\u7d20\uff0c\u5e76\u6839\u636e\u8fd9\u4e9b\u56e0\u7d20\u9009\u62e9\u6700\u9002\u5408\u7684\u76d1\u63a7\u5de5\u5177\u548c\u670d\u52a1\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u6559\u7a0b\u603b\u7ed3<\/p>\n\n\n\n<p>Prometheus\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5177\u6709\u6570\u636e\u6a21\u578b\u3001\u67e5\u8be2\u8bed\u8a00\u3001\u8b66\u62a5\u673a\u5236\u3001\u53ef\u89c6\u5316\u7b49\u5f3a\u5927\u529f\u80fd\u3002\u5728\u4f7f\u7528Prometheus\u8fdb\u884c\u76d1\u63a7\u65f6\uff0c\u9700\u8981\u4e86\u89e3\u4ee5\u4e0b\u65b9\u9762\u7684\u5185\u5bb9\uff1a<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>Prometheus\u7684\u57fa\u672c\u6982\u5ff5\uff1a\u5305\u62ec\u6570\u636e\u6a21\u578b\u3001\u6307\u6807\u7c7b\u578b\u3001\u6807\u7b7e\u7b49\u6982\u5ff5\u3002<\/li>\n\n\n\n<li>Prometheus\u7684\u5b89\u88c5\u548c\u914d\u7f6e\uff1a\u9700\u8981\u4e86\u89e3\u5982\u4f55\u4e0b\u8f7d\u548c\u5b89\u88c5Prometheus\uff0c\u5e76\u914d\u7f6ePrometheus\u7684\u57fa\u672c\u8bbe\u7f6e\uff0c\u5982\u76d1\u542c\u5730\u5740\u3001\u91c7\u96c6\u65f6\u95f4\u95f4\u9694\u7b49\u3002<\/li>\n\n\n\n<li>Prometheus\u7684\u6570\u636e\u6536\u96c6\uff1a\u5305\u62ec\u4f7f\u7528Pushgateway\u3001Exporter\u3001Instrumentation\u7b49\u65b9\u5f0f\u6536\u96c6\u6307\u6807\u6570\u636e\uff0c\u5e76\u5c06\u6570\u636e\u53d1\u9001\u5230Prometheus\u4e2d\u8fdb\u884c\u76d1\u63a7\u3002<\/li>\n\n\n\n<li>PromQL\u67e5\u8be2\u8bed\u8a00\uff1a\u9700\u8981\u4e86\u89e3PromQL\u8bed\u8a00\u7684\u57fa\u672c\u8bed\u6cd5\u548c\u67e5\u8be2\u65b9\u5f0f\uff0c\u5e76\u719f\u6089PromQL\u7684\u5e38\u7528\u67e5\u8be2\u793a\u4f8b\u3002<\/li>\n\n\n\n<li>\u4f7f\u7528Grafana\u8fdb\u884c\u53ef\u89c6\u5316\uff1a\u53ef\u4ee5\u4f7f\u7528Grafana\u5c06Prometheus\u91c7\u96c6\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u521b\u5efa\u4eea\u8868\u677f\u548c\u9762\u677f\uff0c\u4ee5\u4fbf\u66f4\u76f4\u89c2\u5730\u4e86\u89e3\u7cfb\u7edf\u7684\u72b6\u6001\u548c\u6027\u80fd\u3002<\/li>\n\n\n\n<li>Prometheus\u7684\u8b66\u62a5\u673a\u5236\uff1a\u9700\u8981\u4e86\u89e3\u5982\u4f55\u914d\u7f6e\u8b66\u62a5\u89c4\u5219\uff0c\u5e76\u9009\u62e9\u5408\u9002\u7684\u8b66\u62a5\u65b9\u5f0f\u8fdb\u884c\u901a\u77e5\u548c\u5904\u7406\u3002<\/li>\n\n\n\n<li>Prometheus\u7684\u6700\u4f73\u5b9e\u8df5\uff1a\u5305\u62ec\u76d1\u63a7\u7b56\u7565\u3001\u8d44\u6e90\u7ba1\u7406\u3001\u6027\u80fd\u4f18\u5316\u7b49\u65b9\u9762\u7684\u6700\u4f73\u5b9e\u8df5\u3002<\/li>\n\n\n\n<li>Prometheus\u4e0eKubernetes\u96c6\u6210\uff1a\u9700\u8981\u4e86\u89e3\u5982\u4f55\u5728Kubernetes\u4e2d\u90e8\u7f72\u548c\u76d1\u63a7Prometheus\uff0c\u5e76\u76d1\u63a7Kubernetes\u96c6\u7fa4\u548c\u5e94\u7528\u7a0b\u5e8f\u3002<\/li>\n<\/ol>\n\n\n\n<p>\u603b\u4e4b\uff0c\u5728\u5b66\u4e60\u548c\u4f7f\u7528Prometheus\u65f6\uff0c\u9700\u8981\u638c\u63e1\u5176\u57fa\u672c\u6982\u5ff5\u3001\u5b89\u88c5\u548c\u914d\u7f6e\u3001\u6570\u636e\u6536\u96c6\u3001PromQL\u67e5\u8be2\u8bed\u8a00\u3001\u53ef\u89c6\u5316\u3001\u8b66\u62a5\u673a\u5236\u3001\u6700\u4f73\u5b9e\u8df5\u548c\u4e0eKubernetes\u96c6\u6210\u7b49\u65b9\u9762\u7684\u5185\u5bb9\u3002\u901a\u8fc7\u719f\u6089\u8fd9\u4e9b\u5185\u5bb9\uff0c\u53ef\u4ee5\u66f4\u597d\u5730\u4e86\u89e3\u7cfb\u7edf\u7684\u72b6\u6001\u548c\u6027\u80fd\uff0c\u53ca\u65f6\u53d1\u73b0\u548c\u89e3\u51b3\u95ee\u9898\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u3002<\/p>\n\n\n\n\n\n<figure class=\"wp-block-image\"><img decoding=\"async\" src=\"https:\/\/chat.openai.com\/_next\/image?url=https%3A%2F%2Flh3.googleusercontent.com%2Fa%2FAGNmyxbwVdnTP0E2eBqDrujRQjV-wFP12Thr4vFgysVv5A%3Ds96-c&amp;w=96&amp;q=75\" alt=\"gun tei\"\/><\/figure>\n\n\n\n<p>\u8bf7\u8be6\u7ec6\u89e3\u91caPrometheus\u7684\u53d1\u5c55\u8d8b\u52bf<\/p>\n\n\n\n<p>Prometheus\u81ea\u53d1\u5e03\u4ee5\u6765\uff0c\u5df2\u7ecf\u6210\u4e3a\u4e00\u4e2a\u5e7f\u6cdb\u4f7f\u7528\u7684\u76d1\u63a7\u7cfb\u7edf\uff0c\u5e76\u4e14\u5728\u76d1\u63a7\u9886\u57df\u53d1\u5c55\u8d8b\u52bf\u826f\u597d\u3002\u4ee5\u4e0b\u662fPrometheus\u7684\u53d1\u5c55\u8d8b\u52bf\uff1a<\/p>\n\n\n\n<ol 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