{"id":32011,"date":"2025-01-15T15:26:40","date_gmt":"2025-01-15T07:26:40","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=24444"},"modified":"2025-01-15T15:26:40","modified_gmt":"2025-01-15T07:26:40","slug":"prometheus%e5%a6%82%e4%bd%95%e7%9b%91%e6%8e%a7%e6%8c%81%e7%bb%ad%e4%bc%98%e5%8c%96%ef%bc%9f","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/32011.html","title":{"rendered":"Prometheus\u5982\u4f55\u76d1\u63a7\u6301\u7eed\u4f18\u5316\uff1f"},"content":{"rendered":"

\t\t\t\t\n\n

\"Prometheus\u5982\u4f55\u76d1\u63a7\u6301\u7eed\u4f18\u5316\uff1f\"<\/p>\n\n<\/p>\n\n\n\n

\u5728\u73b0\u4ee3IT\u57fa\u7840\u8bbe\u65bd\u4e2d\uff0c\u76d1\u63a7\u7cfb\u7edf\u662f\u786e\u4fdd\u670d\u52a1\u7a33\u5b9a\u6027\u548c\u6027\u80fd\u4f18\u5316\u7684\u6838\u5fc3\u5de5\u5177\u4e4b\u4e00\u3002Prometheus<\/strong>\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u76d1\u63a7\u548c\u544a\u8b66\u5de5\u5177\uff0c\u56e0\u5176\u5f3a\u5927\u7684\u6570\u636e\u91c7\u96c6\u80fd\u529b\u548c\u7075\u6d3b\u7684\u67e5\u8be2\u8bed\u8a00\uff08PromQL\uff09\u800c\u5e7f\u53d7\u6b22\u8fce\u3002\u7136\u800c\uff0c\u968f\u7740\u7cfb\u7edf\u89c4\u6a21\u7684\u6269\u5927\u548c\u590d\u6742\u6027\u7684\u589e\u52a0\uff0c\u5982\u4f55\u6301\u7eed\u4f18\u5316Prometheus\u7684\u76d1\u63a7\u80fd\u529b<\/strong>\u6210\u4e3a\u4e86\u8bb8\u591a\u8fd0\u7ef4\u56e2\u961f\u9762\u4e34\u7684\u6311\u6218\u3002\u672c\u6587\u5c06\u4ece\u591a\u4e2a\u89d2\u5ea6\u63a2\u8ba8\u5982\u4f55\u901a\u8fc7\u4f18\u5316\u914d\u7f6e\u3001\u63d0\u5347\u6570\u636e\u91c7\u96c6\u6548\u7387\u3001\u5408\u7406\u4f7f\u7528\u544a\u8b66\u89c4\u5219\u4ee5\u53ca\u6269\u5c55\u76d1\u63a7\u8303\u56f4\uff0c\u5b9e\u73b0Prometheus\u76d1\u63a7\u7684\u6301\u7eed\u4f18\u5316\u3002<\/p>\n\n\n\n\n

1. \u4f18\u5316Prometheus\u7684\u914d\u7f6e<\/strong><\/h3>\n\n\n\n\n

Prometheus\u7684\u914d\u7f6e\u6587\u4ef6\u662f\u76d1\u63a7\u7cfb\u7edf\u7684\u6838\u5fc3\uff0c\u5408\u7406\u7684\u914d\u7f6e\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u5176\u6027\u80fd\u548c\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5173\u952e\u7684\u4f18\u5316\u5efa\u8bae\uff1a<\/p>\n\n\n\n\n

    \n\n\n
  • \n\n

    \u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u6307\u6807\u91c7\u96c6<\/strong>\uff1aPrometheus\u9ed8\u8ba4\u4f1a\u91c7\u96c6\u6240\u6709\u66b4\u9732\u7684\u6307\u6807\uff0c\u4f46\u5e76\u975e\u6240\u6709\u6307\u6807\u90fd\u5bf9\u4e1a\u52a1\u6709\u5b9e\u9645\u610f\u4e49\u3002\u901a\u8fc7relabel_configs<\/code>\u548cmetric_relabel_configs<\/code>\uff0c\u53ef\u4ee5\u8fc7\u6ee4\u6389\u4e0d\u9700\u8981\u7684\u6307\u6807\uff0c\u51cf\u5c11\u5b58\u50a8\u548c\u67e5\u8be2\u7684\u538b\u529b\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

  • \n\n

    \u8c03\u6574\u6293\u53d6\u95f4\u9694<\/strong>\uff1a\u6293\u53d6\u95f4\u9694\uff08scrape_interval<\/code>\uff09\u76f4\u63a5\u5f71\u54cdPrometheus\u7684\u8d44\u6e90\u6d88\u8017\u3002\u5bf9\u4e8e\u4e0d\u9700\u8981\u5b9e\u65f6\u76d1\u63a7\u7684\u6307\u6807\uff0c\u53ef\u4ee5\u9002\u5f53\u5ef6\u957f\u6293\u53d6\u95f4\u9694\uff0c\u4f8b\u5982\u4ece15\u79d2\u8c03\u6574\u4e3a30\u79d2\u62161\u5206\u949f\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

  • \n\n

    \u5408\u7406\u8bbe\u7f6e\u5b58\u50a8\u4fdd\u7559\u65f6\u95f4<\/strong>\uff1aPrometheus\u7684\u672c\u5730\u5b58\u50a8\u9ed8\u8ba4\u4fdd\u7559\u65f6\u95f4\u4e3a15\u5929\uff0c\u4f46\u5bf9\u4e8e\u5386\u53f2\u6570\u636e\u5206\u6790\u9700\u6c42\u8f83\u5c11\u7684\u573a\u666f\uff0c\u53ef\u4ee5\u9002\u5f53\u7f29\u77ed\u4fdd\u7559\u65f6\u95f4\uff0c\u4ee5\u51cf\u5c11\u78c1\u76d8\u5360\u7528\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n

    2. \u63d0\u5347\u6570\u636e\u91c7\u96c6\u6548\u7387<\/strong><\/h3>\n\n\n\n\n

    \u6570\u636e\u91c7\u96c6\u662fPrometheus\u7684\u6838\u5fc3\u529f\u80fd\u4e4b\u4e00\uff0c\u4f18\u5316\u91c7\u96c6\u6548\u7387\u53ef\u4ee5\u663e\u8457\u964d\u4f4e\u7cfb\u7edf\u8d1f\u8f7d\u5e76\u63d0\u9ad8\u76d1\u63a7\u7684\u5b9e\u65f6\u6027\u3002<\/p>\n\n\n\n\n

      \n\n\n
    • \n\n

      \u4f7f\u7528\u9ad8\u6548\u7684Exporter<\/strong>\uff1aExporter\u662fPrometheus\u4e0e\u88ab\u76d1\u63a7\u7cfb\u7edf\u4e4b\u95f4\u7684\u6865\u6881\u3002\u9009\u62e9\u6027\u80fd\u4f18\u5f02\u3001\u8d44\u6e90\u5360\u7528\u4f4e\u7684Exporter\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u91c7\u96c6\u6548\u7387\u3002\u4f8b\u5982\uff0c\u5bf9\u4e8eKubernetes\u96c6\u7fa4\u76d1\u63a7\uff0ckube-state-metrics<\/code>\u662f\u4e00\u4e2a\u9ad8\u6548\u7684\u9009\u62e9\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

    • \n\n

      \u6279\u91cf\u91c7\u96c6\u4e0e\u538b\u7f29<\/strong>\uff1a\u5bf9\u4e8e\u9ad8\u9891\u7387\u7684\u6307\u6807\u91c7\u96c6\uff0c\u53ef\u4ee5\u901a\u8fc7\u6279\u91cf\u91c7\u96c6\u548c\u538b\u7f29\u6280\u672f\u51cf\u5c11\u7f51\u7edc\u4f20\u8f93\u7684\u5f00\u9500\u3002Prometheus\u7684remote_write<\/code>\u529f\u80fd\u652f\u6301\u5c06\u6570\u636e\u6279\u91cf\u53d1\u9001\u5230\u8fdc\u7a0b\u5b58\u50a8\uff0c\u4ece\u800c\u51cf\u8f7b\u672c\u5730\u5b58\u50a8\u7684\u538b\u529b\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

    • \n\n

      \u5206\u5e03\u5f0f\u91c7\u96c6\u67b6\u6784<\/strong>\uff1a\u5bf9\u4e8e\u5927\u89c4\u6a21\u7cfb\u7edf\uff0c\u5355\u4e00\u7684Prometheus\u5b9e\u4f8b\u53ef\u80fd\u65e0\u6cd5\u6ee1\u8db3\u9700\u6c42\u3002\u53ef\u4ee5\u901a\u8fc7\u8054\u90a6\u96c6\u7fa4\uff08Federation\uff09\u6216<\/strong>Thanos<\/strong>\u7b49\u5de5\u5177\u5b9e\u73b0\u5206\u5e03\u5f0f\u91c7\u96c6\uff0c\u5c06\u8d1f\u8f7d\u5206\u6563\u5230\u591a\u4e2a\u5b9e\u4f8b\u4e2d\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n

      3. \u5408\u7406\u4f7f\u7528\u544a\u8b66\u89c4\u5219<\/strong><\/h3>\n\n\n\n\n

      \u544a\u8b66\u662f\u76d1\u63a7\u7cfb\u7edf\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u4f46\u8fc7\u591a\u7684\u544a\u8b66\u89c4\u5219\u4f1a\u5bfc\u81f4\u544a\u8b66\u75b2\u52b3\uff0c\u964d\u4f4e\u8fd0\u7ef4\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u544a\u8b66\u89c4\u5219\u7684\u4f18\u5316\u5efa\u8bae\uff1a<\/p>\n\n\n\n\n

        \n\n\n
      • \n\n

        \u907f\u514d\u91cd\u590d\u544a\u8b66<\/strong>\uff1a\u901a\u8fc7\u5408\u7406\u8bbe\u8ba1\u544a\u8b66\u89c4\u5219\uff0c\u907f\u514d\u540c\u4e00\u95ee\u9898\u89e6\u53d1\u591a\u4e2a\u544a\u8b66\u3002\u4f8b\u5982\uff0c\u53ef\u4ee5\u4f7f\u7528for<\/code>\u5b57\u6bb5\u8bbe\u7f6e\u544a\u8b66\u89e6\u53d1\u7684\u6700\u5c0f\u6301\u7eed\u65f6\u95f4\uff0c\u51cf\u5c11\u77ac\u65f6\u6ce2\u52a8\u5bfc\u81f4\u7684\u8bef\u62a5\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

      • \n\n

        \u5206\u7ea7\u544a\u8b66<\/strong>\uff1a\u5c06\u544a\u8b66\u5206\u4e3a\u4e0d\u540c\u7ea7\u522b\uff08\u5982\u8b66\u544a\u3001\u4e25\u91cd\u3001\u7d27\u6025\uff09\uff0c\u5e76\u6839\u636e\u7ea7\u522b\u91c7\u53d6\u4e0d\u540c\u7684\u5904\u7406\u7b56\u7565\u3002\u8fd9\u6837\u53ef\u4ee5\u786e\u4fdd\u5173\u952e\u95ee\u9898\u5f97\u5230\u53ca\u65f6\u5904\u7406\uff0c\u540c\u65f6\u51cf\u5c11\u4f4e\u4f18\u5148\u7ea7\u544a\u8b66\u7684\u5e72\u6270\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

      • \n\n

        \u52a8\u6001\u9608\u503c\u8c03\u6574<\/strong>\uff1a\u5bf9\u4e8e\u6ce2\u52a8\u8f83\u5927\u7684\u6307\u6807\uff0c\u53ef\u4ee5\u4f7f\u7528\u52a8\u6001\u9608\u503c\u800c\u975e\u56fa\u5b9a\u9608\u503c\u3002\u4f8b\u5982\uff0c\u57fa\u4e8e\u5386\u53f2\u6570\u636e\u7684\u767e\u5206\u4f4d\u6570\u6216\u6807\u51c6\u5dee\u8bbe\u7f6e\u544a\u8b66\u9608\u503c\uff0c\u80fd\u591f\u66f4\u51c6\u786e\u5730\u53cd\u6620\u7cfb\u7edf\u7684\u5f02\u5e38\u72b6\u6001\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n

        4. \u6269\u5c55\u76d1\u63a7\u8303\u56f4<\/strong><\/h3>\n\n\n\n\n

        Prometheus\u7684\u76d1\u63a7\u80fd\u529b\u4e0d\u4ec5\u9650\u4e8e\u7cfb\u7edf\u5c42\u9762\u7684\u6307\u6807\uff0c\u8fd8\u53ef\u4ee5\u6269\u5c55\u5230\u5e94\u7528\u6027\u80fd\u3001\u7528\u6237\u4f53\u9a8c\u7b49\u591a\u4e2a\u7ef4\u5ea6\u3002<\/p>\n\n\n\n\n

          \n\n\n
        • \n\n

          \u5e94\u7528\u6027\u80fd\u76d1\u63a7\uff08APM\uff09<\/strong>\uff1a\u901a\u8fc7\u96c6\u6210OpenTelemetry\u6216Jaeger\u7b49\u5de5\u5177\uff0cPrometheus\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u5e94\u7528\u6027\u80fd\u7684\u6df1\u5ea6\u76d1\u63a7\uff0c\u5305\u62ec\u8bf7\u6c42\u5ef6\u8fdf\u3001\u9519\u8bef\u7387\u7b49\u5173\u952e\u6307\u6807\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        • \n\n

          \u7528\u6237\u4f53\u9a8c\u76d1\u63a7\uff08RUM\uff09<\/strong>\uff1a\u901a\u8fc7\u6536\u96c6\u524d\u7aef\u6027\u80fd\u6570\u636e\uff08\u5982\u9875\u9762\u52a0\u8f7d\u65f6\u95f4\u3001\u4ea4\u4e92\u54cd\u5e94\u65f6\u95f4\uff09\uff0cPrometheus\u53ef\u4ee5\u5e2e\u52a9\u56e2\u961f\u4ece\u7528\u6237\u89d2\u5ea6\u4f18\u5316\u7cfb\u7edf\u6027\u80fd\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

        • \n\n

          \u65e5\u5fd7\u76d1\u63a7\u96c6\u6210<\/strong>\uff1a\u867d\u7136Prometheus\u672c\u8eab\u4e0d\u76f4\u63a5\u5904\u7406\u65e5\u5fd7\uff0c\u4f46\u53ef\u4ee5\u901a\u8fc7\u4e0eLoki\u6216ELK\u7b49\u65e5\u5fd7\u7cfb\u7edf\u7684\u96c6\u6210\uff0c\u5b9e\u73b0\u5bf9\u65e5\u5fd7\u6570\u636e\u7684\u76d1\u63a7\u548c\u5206\u6790\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n

          5. \u5229\u7528PromQL\u4f18\u5316\u67e5\u8be2<\/strong><\/h3>\n\n\n\n\n

          PromQL\u662fPrometheus\u7684\u67e5\u8be2\u8bed\u8a00\uff0c\u5408\u7406\u4f7f\u7528PromQL\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u67e5\u8be2\u6548\u7387\u548c\u6570\u636e\u5206\u6790\u80fd\u529b\u3002<\/p>\n\n\n\n\n

            \n\n\n
          • \n\n

            \u907f\u514d\u9ad8\u57fa\u6570\u67e5\u8be2<\/strong>\uff1a\u9ad8\u57fa\u6570\u67e5\u8be2\uff08\u5982\u5bf9\u6807\u7b7e\u503c\u8fc7\u591a\u7684\u6307\u6807\u8fdb\u884c\u805a\u5408\uff09\u4f1a\u5bfc\u81f4\u67e5\u8be2\u6027\u80fd\u4e0b\u964d\u3002\u53ef\u4ee5\u901a\u8fc7\u9884\u805a\u5408\u6216\u51cf\u5c11\u6807\u7b7e\u7ef4\u5ea6\u6765\u4f18\u5316\u67e5\u8be2\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

          • \n\n

            \u4f7f\u7528\u8bb0\u5f55\u89c4\u5219<\/strong>\uff1a\u5bf9\u4e8e\u9891\u7e41\u4f7f\u7528\u7684\u590d\u6742\u67e5\u8be2\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bb0\u5f55\u89c4\u5219\uff08Recording Rules\uff09\u5c06\u7ed3\u679c\u9884\u5148\u8ba1\u7b97\u5e76\u5b58\u50a8\uff0c\u4ece\u800c\u51cf\u5c11\u5b9e\u65f6\u67e5\u8be2\u7684\u5f00\u9500\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

          • \n\n

            \u5408\u7406\u4f7f\u7528\u51fd\u6570<\/strong>\uff1aPromQL\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u51fd\u6570\u5e93\uff0c\u5982rate()<\/code>\u3001increase()<\/code>\u7b49\u3002\u5408\u7406\u4f7f\u7528\u8fd9\u4e9b\u51fd\u6570\u53ef\u4ee5\u7b80\u5316\u67e5\u8be2\u903b\u8f91\u5e76\u63d0\u9ad8\u67e5\u8be2\u6548\u7387\u3002<\/p>\n\n\n<\/li>\n\n\n<\/ul>\n\n\n\n\n

            6. \u6301\u7eed\u76d1\u63a7\u4e0e\u53cd\u9988<\/strong><\/h3>\n\n\n\n\n

            \u76d1\u63a7\u7cfb\u7edf\u7684\u4f18\u5316\u662f\u4e00\u4e2a\u6301\u7eed\u7684\u8fc7\u7a0b\uff0c\u9700\u8981\u4e0d\u65ad\u6839\u636e\u5b9e\u9645\u9700\u6c42\u8fdb\u884c\u8c03\u6574\u548c\u6539\u8fdb\u3002<\/p>\n\n\n\n\n

              \n\n\n
            • \n\n

              \u5b9a\u671f\u5ba1\u67e5\u76d1\u63a7\u6307\u6807<\/strong>\uff1a\u968f\u7740\u4e1a\u52a1\u7684\u53d1\u5c55\uff0c\u76d1\u63a7\u9700\u6c42\u4e5f\u4f1a\u53d1\u751f\u53d8\u5316\u3002\u5b9a\u671f\u5ba1\u67e5\u73b0\u6709\u7684\u76d1\u63a7\u6307\u6807\uff0c\u79fb\u9664\u4e0d\u518d\u9700\u8981\u7684\u6307\u6807\uff0c\u6dfb\u52a0\u65b0\u7684\u5173\u952e\u6307\u6807\u3002<\/p>\n\n\n<\/li>\n\n\n\n\n

            • \n\n

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