{"id":38448,"date":"2025-04-24T01:47:47","date_gmt":"2025-04-23T17:47:47","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=38448"},"modified":"2025-04-24T01:47:47","modified_gmt":"2025-04-23T17:47:47","slug":"prometheus%e7%9a%84%e7%9b%91%e6%8e%a7%e6%95%b0%e6%8d%ae%e5%a6%82%e4%bd%95%e8%a2%ab%e7%94%a8%e4%ba%8e%e4%b8%9a%e5%8a%a1%e6%99%ba%e8%83%bd%e5%88%86%e6%9e%90","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/38448.html","title":{"rendered":"Prometheus\u7684\u76d1\u63a7\u6570\u636e\u5982\u4f55\u88ab\u7528\u4e8e\u4e1a\u52a1\u667a\u80fd\u5206\u6790"},"content":{"rendered":"

\n

\"Prometheus\u7684\u76d1\u63a7\u6570\u636e\u5982\u4f55\u88ab\u7528\u4e8e\u4e1a\u52a1\u667a\u80fd\u5206\u6790\"<\/p>\n<\/p>\n

Prometheus\u662f\u4e00\u6b3e\u5e7f\u6cdb\u4f7f\u7528\u7684\u5f00\u6e90\u76d1\u63a7\u7cfb\u7edf\uff0c\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u76d1\u63a7\u6570\u636e\u6536\u96c6\u548c\u67e5\u8be2\u529f\u80fd\u3002\u5728\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u9886\u57df\uff0cPrometheus\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u4ee5\u4e0b\u662fPrometheus\u76d1\u63a7\u6570\u636e\u5982\u4f55\u88ab\u7528\u4e8e\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u7684\u51e0\u4e2a\u65b9\u9762\uff1a<\/p>\n

1. \u5f02\u5e38\u68c0\u6d4b<\/h2>\n

Prometheus\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u901a\u8fc7\u667a\u80fd\u68c0\u6d4b\u7b97\u5b50\u7b97\u6cd5\u81ea\u52a8\u53d1\u73b0KPI\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u6ce2\u52a8\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u4f7f\u7528`anomaly_detect`\u51fd\u6570\uff0c\u53ef\u4ee5\u68c0\u6d4b\u51fa\u6307\u6807\u5728\u67d0\u4e9b\u65f6\u6bb5\u7684\u6570\u636e\u5f02\u5e38\u6ce2\u52a8\u60c5\u51b5\u3002\u8fd9\u79cd\u5f02\u5e38\u68c0\u6d4b\u529f\u80fd\u6709\u52a9\u4e8e\u53ca\u65f6\u53d1\u73b0\u4e1a\u52a1\u6307\u6807\u7684\u5f02\u5e38\u53d8\u5316\uff0c\u4e3a\u540e\u7eed\u7684\u544a\u8b66\u3001\u81ea\u52a8\u6b62\u635f\u3001\u6839\u56e0\u5206\u6790\u7b49\u63d0\u4f9b\u51b3\u7b56\u4f9d\u636e\u3002<\/p>\n

2. \u8d8b\u52bf\u5206\u6790<\/h2>\n

\u901a\u8fc7\u5206\u6790Prometheus\u76d1\u63a7\u6570\u636e\u7684\u5386\u53f2\u8d8b\u52bf\uff0c\u53ef\u4ee5\u4e86\u89e3\u4e1a\u52a1\u6307\u6807\u7684\u53d8\u5316\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u67e5\u8be2\u548c\u53ef\u89c6\u5316CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\u6307\u6807\u7684\u5386\u53f2\u6570\u636e\uff0c\u53ef\u4ee5\u53d1\u73b0\u4e1a\u52a1\u8d1f\u8f7d\u7684\u53d8\u5316\u8d8b\u52bf\uff0c\u4ece\u800c\u5e2e\u52a9\u4f18\u5316\u8d44\u6e90\u5206\u914d\u548c\u9884\u6d4b\u672a\u6765\u7684\u8d44\u6e90\u9700\u6c42\u3002<\/p>\n

3. \u6027\u80fd\u4f18\u5316<\/h2>\n

Prometheus\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u5e2e\u52a9\u8bc6\u522b\u5e94\u7528\u7a0b\u5e8f\u6216\u7cfb\u7edf\u7684\u6027\u80fd\u74f6\u9888\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u76d1\u63a7\u6570\u636e\u5e93\u67e5\u8be2\u7684\u54cd\u5e94\u65f6\u95f4\u3001HTTP\u8bf7\u6c42\u7684\u5ef6\u8fdf\u7b49\u6307\u6807\uff0c\u53ef\u4ee5\u53d1\u73b0\u6027\u80fd\u95ee\u9898\u7684\u6839\u6e90\uff0c\u8fdb\u800c\u91c7\u53d6\u4f18\u5316\u63aa\u65bd\uff0c\u63d0\u9ad8\u7cfb\u7edf\u7684\u6574\u4f53\u6027\u80fd\u3002<\/p>\n

4. \u8d44\u6e90\u7ba1\u7406<\/h2>\n

\u901a\u8fc7\u5bf9Prometheus\u76d1\u63a7\u6570\u636e\u7684\u5206\u6790\uff0c\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u8d44\u6e90\u4f7f\u7528\u60c5\u51b5\u7684\u7cbe\u7ec6\u5316\u7ba1\u7406\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u76d1\u63a7\u4e0d\u540c\u670d\u52a1\u6216\u7ec4\u4ef6\u7684\u8d44\u6e90\u6d88\u8017\u60c5\u51b5\uff0c\u53ef\u4ee5\u5408\u7406\u8c03\u6574\u8d44\u6e90\u5206\u914d\uff0c\u63d0\u9ad8\u8d44\u6e90\u5229\u7528\u7387\uff0c\u964d\u4f4e\u6210\u672c\u3002<\/p>\n

5. \u4e1a\u52a1\u51b3\u7b56\u652f\u6301<\/h2>\n

Prometheus\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u4e3a\u4e1a\u52a1\u51b3\u7b56\u63d0\u4f9b\u6570\u636e\u652f\u6301\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u5206\u6790\u7528\u6237\u884c\u4e3a\u76f8\u5173\u7684\u76d1\u63a7\u6570\u636e\uff0c\u5982\u9875\u9762\u8bbf\u95ee\u91cf\u3001\u7528\u6237\u8f6c\u5316\u7387\u7b49\uff0c\u53ef\u4ee5\u8bc4\u4f30\u8425\u9500\u6d3b\u52a8\u7684\u6548\u679c\uff0c\u4e3a\u540e\u7eed\u7684\u4e1a\u52a1\u7b56\u7565\u8c03\u6574\u63d0\u4f9b\u4f9d\u636e\u3002<\/p>\n

6. \u591a\u7ef4\u5ea6\u5206\u6790<\/h2>\n

Prometheus\u652f\u6301\u591a\u7ef4\u6570\u636e\u6a21\u578b\uff0c\u53ef\u4ee5\u4ece\u591a\u4e2a\u7ef4\u5ea6\u5bf9\u76d1\u63a7\u6570\u636e\u8fdb\u884c\u5206\u6790\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u540c\u65f6\u5206\u6790\u4e0d\u540c\u5730\u533a\u3001\u4e0d\u540c\u7528\u6237\u7fa4\u4f53\u3001\u4e0d\u540c\u65f6\u95f4\u6bb5\u7684\u4e1a\u52a1\u6307\u6807\uff0c\u4ece\u800c\u83b7\u5f97\u66f4\u5168\u9762\u7684\u4e1a\u52a1\u6d1e\u5bdf\u3002<\/p>\n

7. \u4e0e\u5176\u4ed6\u5de5\u5177\u96c6\u6210<\/h2>\n

Prometheus\u53ef\u4ee5\u4e0e\u5176\u4ed6\u5de5\u5177\u96c6\u6210\uff0c\u589e\u5f3a\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u80fd\u529b\u3002\u4f8b\u5982\uff0c\u5b83\u53ef\u4ee5\u4e0eGrafana\u96c6\u6210\uff0c\u5b9e\u73b0\u76d1\u63a7\u6570\u636e\u7684\u53ef\u89c6\u5316\u5c55\u793a\uff0c\u4f7f\u5206\u6790\u7ed3\u679c\u66f4\u76f4\u89c2\u6613\u61c2\u3002<\/p>\n

8. \u5b9e\u65f6\u76d1\u63a7\u548c\u544a\u8b66<\/h2>\n

Prometheus\u63d0\u4f9b\u5b9e\u65f6\u76d1\u63a7\u548c\u544a\u8b66\u529f\u80fd\uff0c\u80fd\u591f\u53ca\u65f6\u901a\u77e5\u76f8\u5173\u4eba\u5458\u4e1a\u52a1\u6307\u6807\u7684\u5f02\u5e38\u53d8\u5316\u3002\u8fd9\u6709\u52a9\u4e8e\u5feb\u901f\u54cd\u5e94\u95ee\u9898\uff0c\u51cf\u5c11\u4e1a\u52a1\u4e2d\u65ad\u7684\u98ce\u9669\u3002<\/p>\n

9. \u6570\u636e\u5b58\u50a8\u548c\u67e5\u8be2\u4f18\u5316<\/h2>\n

Prometheus\u652f\u6301\u9884\u805a\u5408\u7b49\u6280\u672f\uff0c\u53ef\u4ee5\u51cf\u5c11\u67e5\u8be2\u7aef\u8d44\u6e90\u5360\u7528\uff0c\u63d0\u9ad8\u67e5\u8be2\u6027\u80fd\u3002\u8fd9\u5bf9\u4e8e\u5927\u89c4\u6a21\u96c6\u7fa4\u548c\u590d\u6742\u4e1a\u52a1\u573a\u666f\u4e0b\u7684\u76d1\u63a7\u6570\u636e\u67e5\u8be2\u548c\u5206\u6790\u5c24\u4e3a\u91cd\u8981\u3002<\/p>\n

10. \u8de8\u5e73\u53f0\u548c\u8de8\u8d26\u53f7\u76d1\u63a7<\/h2>\n

\u5728\u591a\u4e91\u3001\u6df7\u5408\u4e91\u73af\u5883\u4e0b\uff0cPrometheus\u53ef\u4ee5\u5b9e\u73b0\u8de8\u5e73\u53f0\u548c\u8de8\u8d26\u53f7\u7684\u76d1\u63a7\u6570\u636e\u7edf\u4e00\u7ba1\u7406\u548c\u5206\u6790\u3002\u8fd9\u6709\u52a9\u4e8e\u4f01\u4e1a\u5bf9\u6574\u4f53\u4e1a\u52a1\u72b6\u51b5\u8fdb\u884c\u5168\u9762\u76d1\u63a7\u548c\u5206\u6790\u3002<\/p>\n

\u901a\u8fc7\u4e0a\u8ff0\u65b9\u5f0f\uff0cPrometheus\u7684\u76d1\u63a7\u6570\u636e\u80fd\u591f\u4e3a\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u63d0\u4f9b\u4e30\u5bcc\u7684\u6570\u636e\u6765\u6e90\u548c\u5206\u6790\u624b\u6bb5\uff0c\u5e2e\u52a9\u4f01\u4e1a\u66f4\u597d\u5730\u7406\u89e3\u4e1a\u52a1\u8fd0\u884c\u72b6\u51b5\uff0c\u505a\u51fa\u66f4\u660e\u667a\u7684\u51b3\u7b56\u3002\u968f\u7740\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cPrometheus\u5728\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u9886\u57df\u7684\u5e94\u7528\u5c06\u8d8a\u6765\u8d8a\u5e7f\u6cdb\u548c\u6df1\u5165\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"

Prometheus\u662f\u4e00\u6b3e\u5e7f\u6cdb\u4f7f\u7528\u7684\u5f00\u6e90\u76d1\u63a7\u7cfb\u7edf\uff0c\u5b83\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u76d1\u63a7\u6570\u636e\u6536\u96c6\u548c\u67e5\u8be2\u529f\u80fd\u3002\u5728\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u9886\u57df\uff0cPrometheus\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u4ee5\u4e0b\u662fPrometheus\u76d1\u63a7\u6570\u636e\u5982\u4f55\u88ab\u7528\u4e8e\u4e1a\u52a1\u667a\u80fd\u5206\u6790\u7684\u51e0\u4e2a\u65b9\u9762\uff1a 1. \u5f02\u5e38\u68c0\u6d4b Prometheus\u7684\u76d1\u63a7\u6570\u636e\u53ef\u4ee5\u901a\u8fc7\u667a\u80fd\u68c0\u6d4b\u7b97\u5b50\u7b97\u6cd5\u81ea\u52a8\u53d1\u73b0KPI\u65f6\u95f4\u5e8f\u5217\u6570\u636e\u4e2d\u7684\u5f02\u5e38\u6ce2\u52a8\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u4f7f\u7528`anomaly_detect`\u51fd\u6570\uff0c\u53ef\u4ee5\u68c0\u6d4b\u51fa\u6307\u6807\u5728\u67d0\u4e9b\u65f6\u6bb5\u7684\u6570\u636e\u5f02\u5e38\u6ce2\u52a8\u60c5\u51b5\u3002\u8fd9\u79cd\u5f02\u5e38\u68c0\u6d4b\u529f\u80fd\u6709\u52a9\u4e8e\u53ca\u65f6\u53d1\u73b0\u4e1a\u52a1\u6307\u6807\u7684\u5f02\u5e38\u53d8\u5316\uff0c\u4e3a\u540e\u7eed\u7684\u544a\u8b66\u3001\u81ea\u52a8\u6b62\u635f\u3001\u6839\u56e0\u5206\u6790\u7b49\u63d0\u4f9b\u51b3\u7b56\u4f9d\u636e\u3002 2. \u8d8b\u52bf\u5206\u6790 \u901a\u8fc7\u5206\u6790Prometheus\u76d1\u63a7\u6570\u636e\u7684\u5386\u53f2\u8d8b\u52bf\uff0c\u53ef\u4ee5\u4e86\u89e3\u4e1a\u52a1\u6307\u6807\u7684\u53d8\u5316\u6a21\u5f0f\u3002\u4f8b\u5982\uff0c\u901a\u8fc7\u67e5\u8be2\u548c\u53ef\u89c6\u5316CPU\u4f7f\u7528\u7387\u3001\u5185\u5b58\u4f7f\u7528\u91cf\u7b49\u6307\u6807\u7684\u5386\u53f2\u6570\u636e\uff0c\u53ef\u4ee5\u53d1\u73b0\u4e1a\u52a1\u8d1f\u8f7d\u7684\u53d8\u5316\u8d8b\u52bf\uff0c\u4ece\u800c\u5e2e\u52a9\u4f18\u5316\u8d44\u6e90\u5206\u914d\u548c\u9884\u6d4b\u672a\u6765\u7684\u8d44\u6e90\u9700\u6c42\u3002 3. \u6027\u80fd\u4f18\u5316 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