{"id":40228,"date":"2023-01-04T04:44:14","date_gmt":"2023-11-09T15:46:28","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8-spring-boot-%e2%9c%95-prometheus-%e2%9c%95-grafana-%e5%af%b9%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%e8%bf%9b%e8%a1%8c%e7%9b%91%e6%8e%a7%e3%80%82\/"},"modified":"2024-04-29T08:26:16","modified_gmt":"2024-04-29T00:26:16","slug":"%e4%bd%bf%e7%94%a8-spring-boot-%e2%9c%95-prometheus-%e2%9c%95-grafana-%e5%af%b9%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%e8%bf%9b%e8%a1%8c%e7%9b%91%e6%8e%a7%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8-spring-boot-%e2%9c%95-prometheus-%e2%9c%95-grafana-%e5%af%b9%e5%ba%94%e7%94%a8%e7%a8%8b%e5%ba%8f%e8%bf%9b%e8%a1%8c%e7%9b%91%e6%8e%a7%e3%80%82\/","title":{"rendered":"\u4f7f\u7528 Spring Boot \u2715 Prometheus \u2715 Grafana \u5bf9\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u76d1\u63a7"},"content":{"rendered":"<p>\u6211\u5f00\u59cb\u8003\u8651\u76d1\u63a7Spring Boot\u5e94\u7528\u7a0b\u5e8f\u3002<br \/>\n\u5173\u4e8e\u76d1\u63a7\uff0c\u6211\u51e0\u4e4e\u662f\u4e00\u4e2a\u65b0\u624b\u72b6\u6001&#8230;<\/p>\n<p>\u6211\u5011\u9019\u6b21\u60f3\u8981\u76e3\u63a7\u7684\u9805\u76ee\u4e0d\u662f\u7cfb\u7d71\u76f8\u95dc\u7684\u9805\u76ee\uff0c\u5982\u5167\u5b58\u3001\u7dda\u7a0b\u7b49\uff0c\u800c\u662f\u8207\u61c9\u7528\u7a0b\u5e8f\u76f8\u95dc\u7684\u503c\uff08\u4f8b\u5982\u6bcf\u500bAPI\u7684\u541e\u5410\u91cf\u548c\u8abf\u7528\u6b21\u6578\uff09\u3002\u56e0\u6b64\uff0c\u6211\u5011\u7814\u7a76\u4e86\u5177\u6709\u5b8c\u5584\u7684\u5ba2\u6236\u7aef\u5eab\u4e14\u80fd\u5920\u8f38\u51fa\u8207\u61c9\u7528\u7a0b\u5e8f\u76f8\u95dc\u7684\u76e3\u63a7\u9805\u76ee\u7684Prometheus\u548cSpring Boot\u7684\u7d44\u5408\u3002\uff08\u53e6\u5916\uff0c\u6211\u5011\u9084\u7d50\u5408\u4e86Grafana\u4f5c\u70ba\u53ef\u8996\u5316\u5de5\u5177\u3002\uff09<\/p>\n<h1>\u73af\u5883<\/h1>\n<p>\u6211\u7684\u73af\u5883\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">OS: macOS Sierra 10.12.6<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Java: 1.8.0_102<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spring Boot: 1.5.10.RELEASE<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Docker For Mac: 17.12.0-ce-mac49<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Prometheus: v2.1.0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Grafana: 5.0.0-beta4<\/ul>\n<h1>\u5173\u4e8e\u666e\u7f57\u7c73\u4fee\u65af<\/h1>\n<p>\u666e\u7f57\u7c73\u4fee\u65af\u51fa\u73b0\u5728\u5b98\u65b9\u7f51\u9875\u7684\u9876\u90e8\u3002<\/p>\n<blockquote><p>\u4ece\u6307\u6807\u5230\u6d1e\u5bdf\u529b\u3002\u7528\u9886\u5148\u7684\u5f00\u6e90\u76d1\u63a7\u89e3\u51b3\u65b9\u6848\u63d0\u4f9b\u52a8\u529b\u7ed9\u60a8\u7684\u6307\u6807\u548c\u8b66\u62a5\u529f\u80fd\u3002<\/p><\/blockquote>\n<p>\u5c31\u50cf\u6587\u4e2d\u6240\u5199\u7684\u90a3\u6837\uff0c\u8fd9\u662f\u4e00\u4e2a\u5f00\u6e90\u7684\u76d1\u63a7\u5de5\u5177\u3002<\/p>\n<p>\u6211\u8ba4\u4e3aPrometheus\u6700\u72ec\u7279\u7684\u7279\u70b9\u662f\u91c7\u7528\u4e86Pull\u65b9\u5f0f\u4f5c\u4e3a\u5ea6\u91cf\u6536\u96c6\u65b9\u6cd5\u3002\u5176\u6b21\uff0c\u6211\u8ba4\u4e3a\u5b83\u4e0eKubernetes\u76f8\u5bb9\u6027\u5f88\u597d\u3002\u5173\u4e8e\u5176\u4ed6\u7279\u70b9\u548c\u8be6\u7ec6\u8bf4\u660e\uff0c\u8bf7\u53c2\u8003\u8fd9\u7bc7\u6587\u7ae0\u4ee5\u83b7\u53d6\u66f4\u591a\u4fe1\u606f\u3002[\u94fe\u63a5](https:\/\/developers.cyberagent.co.jp\/blog\/archives\/3814\/)<\/p>\n<p>Prometheus\u6709\u8bb8\u591a\u5ba2\u6237\u7aef\u5e93\uff0c\u652f\u6301\u4e3b\u8981\u7684\u7f16\u7a0b\u8bed\u8a00\u3002\uff08\u867d\u7136\u53ef\u80fd\u5e76\u975e\u5b98\u65b9\u652f\u6301&#8230;\uff09<br \/>\nhttps:\/\/prometheus.io\/docs\/instrumenting\/clientlibs\/<br \/>\n\u6b64\u5916\uff0cJava\u5ba2\u6237\u7aef\u5e93\u8fd8\u652f\u6301Spring\u548cSpring Boot\u3002<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u4f7f\u7528Java\u5ba2\u6237\u7aef\u5e93\u548cSpring Boot\u6765\u8bbe\u7f6e\u76d1\u63a7\u5e76\u786e\u8ba4\u53ef\u4ee5\u53ef\u89c6\u5316WEB\u5e94\u7528\u7a0b\u5e8f\u7684API\u7684\u541e\u5410\u91cf\u7b49\u6570\u636e\u3002<\/p>\n<p>\u8fd9\u6b21\u7684\u76ee\u6807\u662fWEB\u5e94\u7528\u7a0b\u5e8f\uff0c\u4e0d\u5305\u62ec\u77ed\u671f\u5904\u7406\u5982\u6279\u5904\u7406\u7b49\u3002<br \/>\n\u6279\u5904\u7406\u7b49\u9700\u8981\u4f7f\u7528Prometheus\u7684pushgateway\u673a\u5236\uff0c\u4f46\u8fd9\u6b21\u4e0d\u5305\u62ec\u5728\u5185\u3002<\/p>\n<h1>\u5982\u4f55\u5c06Prometheus\u5ba2\u6237\u7aef\u914d\u7f6e\u5230Spring Boot\u5e94\u7528\u7a0b\u5e8f\u4e2d\u3002<\/h1>\n<p>Prometheus\u4f7f\u7528\u4e86Pull\u65b9\u5f0f\u8fdb\u884c\u5ea6\u91cf\u6536\u96c6\uff0c\u56e0\u6b64\uff0c\u5728Spring Boot\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0cPrometheus\u5ba2\u6237\u7aef\u7684\u4f5c\u7528\u662f\u83b7\u53d6\u5e94\u7528\u7a0b\u5e8f\u7684\u5ea6\u91cf\u5e76\u5c06\u5176\u516c\u5f00\u4e3a\u7aef\u70b9\u3002<\/p>\n<p>\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u662fsimpleclient_spring_boot\u5e93\u3002<\/p>\n<p>\u5728\u8fd9\u91cc\uff0c\u6211\u5c06\u5bf9simpleclient_spring_boot\u5e93\u7684\u5185\u90e8\u548c\u4f7f\u7528\u65b9\u6cd5\u8fdb\u884c\u8bf4\u660e\u3002<\/p>\n<h2>\u7b80\u5316\u7684\u5ba2\u6237\u7aef_\u6625\u5b63\u542f\u52a8<\/h2>\n<h3>\u8bbe\u7f6e\u6b65\u9aa4<\/h3>\n<p>\u9700\u8981\u4e8b\u5148\u521b\u5efa\u4e00\u4e2aSpring Web\u5e94\u7528\u7a0b\u5e8f\u3002\u5728\u8fd9\u91cc\uff0c\u9700\u8981\u5c06spring-boot-starter-web\u6dfb\u52a0\u5230Maven\u7684\u4f9d\u8d56\u5173\u7cfb\u4e2d\u3002<br \/>\n\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u6dfb\u52a0Spring Boot\u7528\u7684Prometheus\u5ba2\u6237\u7aef\u5e93\u5230\u4f9d\u8d56\u5173\u7cfb\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"nt\">&lt;dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;groupId&gt;<\/span>org.springframework.boot<span class=\"nt\">&lt;\/groupId&gt;<\/span>\r\n        <span class=\"nt\">&lt;artifactId&gt;<\/span>spring-boot-starter-web<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n    <span class=\"c\">&lt;!-- Prometheus library for spring boot--&gt;<\/span>\r\n    <span class=\"nt\">&lt;dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;groupId&gt;<\/span>io.prometheus<span class=\"nt\">&lt;\/groupId&gt;<\/span>\r\n        <span class=\"nt\">&lt;artifactId&gt;<\/span>simpleclient_spring_boot<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n        <span class=\"nt\">&lt;version&gt;<\/span>0.2.0<span class=\"nt\">&lt;\/version&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u56fe\u4e66\u9986\u63d0\u4f9b\u4e86\u4e24\u79cd\u6ce8\u91ca\u9009\u9879\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">@EnablePrometheusEndpoint<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">@EnableSpringBootMetricsCollector<\/ul>\n<p>\u5c06\u8fd9\u4e9b\u6ce8\u91ca\u8bbe\u7f6e\u5728\u5e94\u7528\u7a0b\u5e8f\u7aef\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nd\">@SpringBootApplication<\/span>\r\n<span class=\"nd\">@EnablePrometheusEndpoint<\/span>\r\n<span class=\"nd\">@EnableSpringBootMetricsCollector<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">SpringBootPrometheusGrafanaSampleApplication<\/span> <span class=\"o\">{<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"kd\">static<\/span> <span class=\"kt\">void<\/span> <span class=\"nf\">main<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span><span class=\"o\">[]<\/span> <span class=\"n\">args<\/span><span class=\"o\">)<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"nc\">SpringApplication<\/span><span class=\"o\">.<\/span><span class=\"na\">run<\/span><span class=\"o\">(<\/span><span class=\"nc\">SpringBootPrometheusGrafanaSampleApplication<\/span><span class=\"o\">.<\/span><span class=\"na\">class<\/span><span class=\"o\">,<\/span> <span class=\"n\">args<\/span><span class=\"o\">);<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<p>\u53ea\u9700\u8fd9\u6837\u505a\uff0cSpring\u6240\u63d0\u4f9b\u7684\u6307\u6807\u5c31\u4f1a\u663e\u793a\u5728\/prometheus\u7684\u7aef\u70b9\u4e0a\u3002\u4ee5\u4e0b\u662f\u5173\u4e8e\u8be5\u5e93\u66f4\u8be6\u7ec6\u7684\u8bf4\u660e\u3002<\/p>\n<h3>@EnablePrometheusEndpoint -&gt; \u542f\u7528Prometheus\u7aef\u70b9<\/h3>\n<p>\u5728Spring\u7684Web\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u7528\u4e8e\u6ce8\u518c\/prometheus\u7aef\u70b9\u7684\u6ce8\u89e3\u3002<br \/>\n\u72ec\u7acb\u4f7f\u7528\u65f6\uff0c\u53ea\u4f1a\u663e\u793a\u7a7a\u7684\u6307\u6807\uff08\u7a7a\u54cd\u5e94\uff09\u5728\/prometheus\u7aef\u70b9\u4e0a\u3002<\/p>\n<p>\u9700\u8981\u5355\u72ec\u8ffd\u52a0\u6307\u6807\uff0c\u4ee5\u53ca\u6dfb\u52a0\u8bbe\u7f6e\u65e5\u5fd7\u548c\u5783\u573e\u56de\u6536\u7b49\u5230\u6b64\u7ec8\u7ed3\u70b9\u4e2d\u7684\u6307\u5b9a\u5730\u65b9\u3002<br \/>\n\uff08\u56e0\u6b64\uff0c@EnablePrometheusEndpoint\u662f\u5fc5\u9700\u7684\uff0c\u4f46@EnableSpringBootMetricsCollector\u53ea\u6709\u5728\u9700\u8981\u6307\u6807\u65f6\u624d\u9700\u8981\u6dfb\u52a0\uff0c\u4e0d\u4e00\u5b9a\u5fc5\u987b\u9644\u52a0\u3002\uff09<\/p>\n<p>\u8bfe\u7a0b\u7684\u987a\u5e8f\u662f\u7b80\u5355\u660e\u4e86\u7684\u3002<\/p>\n<div>\n<div class=\"post-table\">EnablePrometheusEndpoint\u2192PrometheusEndpointConfiguration\u2192PrometheusEndpoint,PrometheusMvcEndpoint<\/div>\n<\/div>\n<p>\u6211\u4e5f\u5df2\u7ecf\u603b\u7ed3\u4e86\u5904\u7406\u6982\u8981\u3002<\/p>\n<div>\n<div class=\"post-table\">\u30af\u30e9\u30b9\u51e6\u7406\u6982\u8981PrometheusEndpointConfigurationBean\u767b\u9332\u3092\u884c\u3046Configuration\u30af\u30e9\u30b9\u3002PrometheusEndpoint<code>\/prometheus<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u8ffd\u52a0\u3002PrometheusMvcEndpoint<code>\/prometheus<\/code>\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306e\u547c\u3073\u51fa\u3057\u51e6\u7406\u3002\u30ec\u30b9\u30dd\u30f3\u30b9\u306e\u30d5\u30a3\u30eb\u30bf\u30fc\u3092\u884c\u3046\u3002<\/div>\n<\/div>\n<p>\u786e\u8ba4\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u5f62\u5f0f\u8fdb\u884c\u54cd\u5e94\u7b5b\u9009\u3002<br \/>\n\u5982\u679c\u4e0d\u8fdb\u884c\u7b5b\u9009\uff0c\u5c06\u8f93\u51fa\u6240\u6709\u9879\u76ee\u3002<br \/>\nhttp:\/\/localhost:8080\/prometheus?name[]=jvm_threads_daemon&#038;name[]=jvm_memory_bytes_used<\/p>\n<h3>\u542f\u7528Spring Boot\u6307\u6807\u6536\u96c6\u5668<\/h3>\n<p>\u589e\u52a0Spring Actuator\u4e2d\u7684\u5ea6\u91cf\u6807\u51c6\u3002<br \/>\n\u589e\u52a0\u5b9e\u73b0\u4e86\uff08\u786e\u4fdd\u5df2\u6ce8\u518cBean\u7684\uff09PublicMetrics\u63a5\u53e3\u7684\u7ec4\u4ef6\u3002<br \/>\n\u4f8b\u5982\uff1aTomcatPublicMetrics\u3001SystemPublicMetrics\u3002<\/p>\n<p>\u4ee5\u4e0b\u662f\u8bfe\u7a0b\u7684\u987a\u5e8f\u548c\u5904\u7406\u6982\u8ff0\u3002<\/p>\n<div>\n<div class=\"post-table\">EnableSpringBootMetricsCollector\u2192PrometheusMetricsConfiguration\u2192SpringBootMetricsCollector<\/div>\n<\/div>\n<div>\n<div class=\"post-table\">\u30af\u30e9\u30b9\u51e6\u7406\u6982\u8981PrometheusMetricsConfigurationBean\u767b\u9332\u3092\u884c\u3046Configuration\u30af\u30e9\u30b9\u3002SpringBootMetricsCollector(Bean\u767b\u9332\u6e08\u307f\u306e\uff09PublicMetrics\u30a4\u30f3\u30bf\u30fc\u30d5\u30a7\u30fc\u30b9\u306e\u5b9f\u88c5\u30af\u30e9\u30b9\u306b\u5bfe\u3057\u3066\u3001\u30e1\u30c8\u30ea\u30c3\u30af\u30b9\u306e\u53ce\u96c6\u3092\u884c\u3046\u3002<\/div>\n<\/div>\n<h2>\u6dfb\u52a0Log Metrics<\/h2>\n<p>\u53ef\u4ee5\u5728Metrics\u4e2d\u6dfb\u52a0\u6309Log\u7ea7\u522b\u7684\u805a\u5408\u3002<\/p>\n<pre class=\"post-pre\"><code># HELP logback_appender_total Logback log statements at various log levels\r\n# TYPE logback_appender_total counter\r\nlogback_appender_total{level=\"debug\",} 0.0\r\nlogback_appender_total{level=\"warn\",} 0.0\r\nlogback_appender_total{level=\"trace\",} 0.0\r\nlogback_appender_total{level=\"error\",} 0.0\r\nlogback_appender_total{level=\"info\",} 49.0\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u662f\u8a2d\u5b9a\u3002<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"nt\">&lt;dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;groupId&gt;<\/span>io.prometheus<span class=\"nt\">&lt;\/groupId&gt;<\/span>\r\n        <span class=\"nt\">&lt;artifactId&gt;<\/span>simpleclient_logback<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n        <span class=\"nt\">&lt;version&gt;<\/span>0.2.0<span class=\"nt\">&lt;\/version&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u5728resources\/logback-spring.xml\u4e2d\u6dfb\u52a0InstrumentedAppender\u548c\u6839\u7ea7\u522b\u7684METRICS\u65e5\u5fd7\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"cp\">&lt;?xml version=\"1.0\" encoding=\"UTF-8\"?&gt;<\/span>\r\n<span class=\"nt\">&lt;configuration&gt;<\/span>\r\n    <span class=\"nt\">&lt;include<\/span> <span class=\"na\">resource=<\/span><span class=\"s\">\"org\/springframework\/boot\/logging\/logback\/base.xml\"<\/span><span class=\"nt\">\/&gt;<\/span>\r\n\r\n    <span class=\"nt\">&lt;appender<\/span> <span class=\"na\">name=<\/span><span class=\"s\">\"METRICS\"<\/span> <span class=\"na\">class=<\/span><span class=\"s\">\"io.prometheus.client.logback.InstrumentedAppender\"<\/span> <span class=\"nt\">\/&gt;<\/span>\r\n\r\n    <span class=\"nt\">&lt;root<\/span> <span class=\"na\">level=<\/span><span class=\"s\">\"INFO\"<\/span><span class=\"nt\">&gt;<\/span>\r\n        <span class=\"nt\">&lt;appender-ref<\/span> <span class=\"na\">ref=<\/span><span class=\"s\">\"METRICS\"<\/span> <span class=\"nt\">\/&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/root&gt;<\/span>\r\n\r\n<span class=\"nt\">&lt;\/configuration&gt;<\/span>\r\n<\/code><\/pre>\n<h2>\u5783\u573e\u56de\u6536\u3001\u5185\u5b58\u6c60\u3001JMX\u3001\u7c7b\u52a0\u8f7d\u3001\u7ebf\u7a0b\u8ba1\u6570\u7684\u589e\u52a0\u3002<\/h2>\n<p>\u6709\u4e9b\u914d\u7f6e\u4e0eSpring Actuator\u4e2d\u7684\u6307\u6807\u503c\u91cd\u53e0\uff0c\u4f46\u8bbe\u7f6e\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"nt\">&lt;dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;groupId&gt;<\/span>io.prometheus<span class=\"nt\">&lt;\/groupId&gt;<\/span>\r\n        <span class=\"nt\">&lt;artifactId&gt;<\/span>simpleclient_hotspot<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n        <span class=\"nt\">&lt;version&gt;<\/span>0.2.0<span class=\"nt\">&lt;\/version&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u521d\u59cb\u5904\u7406\u4e2d\u8c03\u7528DefaultExports.initialize()\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nd\">@SpringBootApplication<\/span>\r\n<span class=\"nd\">@EnablePrometheusEndpoint<\/span>\r\n<span class=\"nd\">@EnableSpringBootMetricsCollector<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">SpringBootPrometheusGrafanaSampleApplication<\/span> <span class=\"o\">{<\/span>\r\n\r\n    <span class=\"kd\">public<\/span> <span class=\"kd\">static<\/span> <span class=\"kt\">void<\/span> <span class=\"nf\">main<\/span><span class=\"o\">(<\/span><span class=\"nc\">String<\/span><span class=\"o\">[]<\/span> <span class=\"n\">args<\/span><span class=\"o\">)<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"nc\">DefaultExports<\/span><span class=\"o\">.<\/span><span class=\"na\">initialize<\/span><span class=\"o\">();<\/span>\r\n        <span class=\"nc\">SpringApplication<\/span><span class=\"o\">.<\/span><span class=\"na\">run<\/span><span class=\"o\">(<\/span><span class=\"nc\">SpringBootPrometheusGrafanaSampleApplication<\/span><span class=\"o\">.<\/span><span class=\"na\">class<\/span><span class=\"o\">,<\/span> <span class=\"n\">args<\/span><span class=\"o\">);<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h2>\u589e\u52a0\u65b9\u6cd5\u5355\u4f4d\u7684\u65f6\u95f4\u5ea6\u91cf\u6307\u6807<\/h2>\n<p>\u4f7f\u7528Spring AOP\u53ef\u4ee5\u901a\u8fc7\u65b9\u6cd5\u7ea7\u522b\u6765\u83b7\u53d6\u65e5\u5fd7\u3002<br \/>\n\u6dfb\u52a0@EnablePrometheusTiming\u3002<\/p>\n<pre class=\"post-pre\"><code>@SpringBootApplication\r\n@EnablePrometheusEndpoint\r\n@EnableSpringBootMetricsCollector\r\n@EnablePrometheusTiming\r\npublic class SpringBootPrometheusGrafanaSampleApplication {\r\n\r\n}\r\n<\/code><\/pre>\n<p>\u5728\u65b9\u6cd5\u4e0a\u6dfb\u52a0@PrometheusTimeMethod\u6ce8\u89e3\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nd\">@RestController<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">HelloController<\/span> <span class=\"o\">{<\/span>\r\n\r\n    <span class=\"nd\">@GetMapping<\/span><span class=\"o\">(<\/span><span class=\"s\">\"\/hello\"<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"nd\">@PrometheusTimeMethod<\/span><span class=\"o\">(<\/span><span class=\"n\">name<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"hello_controller_say_hello_duration_seconds\"<\/span><span class=\"o\">,<\/span> <span class=\"n\">help<\/span> <span class=\"o\">=<\/span> <span class=\"s\">\"Some helpful info here\"<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"kd\">public<\/span> <span class=\"nc\">String<\/span> <span class=\"nf\">sayHello<\/span><span class=\"o\">()<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"s\">\"hello\"<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<p>\u4f7f\u7528AOP\uff0c\u9700\u8981\u6ce8\u610f\u7684\u662f\u5728\u540c\u4e00\u7c7b\u5185\u90e8\u7684\u65b9\u6cd5\u8c03\u7528\u548c\u9759\u6001\u65b9\u6cd5\u7b49\u4e0d\u4f1a\u53d7\u5230@PrometheusTimeMethod\u7684\u5f71\u54cd\u3002<\/p>\n<h2>\u4e2a\u522b\u5b9e\u65bd<\/h2>\n<p>\u5982\u679c\u4e0a\u8ff0\u53ea\u80fd\u901a\u8fc7\u8bbe\u7f6e\u6765\u83b7\u53d6\u6307\u6807\uff0c\u4f46\u5982\u679c\u6709\u67d0\u4e9b\u5e94\u7528\u7a0b\u5e8f\u7684\u503c\u65e0\u6cd5\u901a\u8fc7\u8bbe\u7f6e\u83b7\u53d6\uff0c\u5c31\u9700\u8981\u5728\u6b64\u4ecb\u7ecd\u4e2a\u522b\u5b9e\u73b0\u3002<\/p>\n<p>Prometheus\u63d0\u4f9b\u4e86\u56db\u79cd\u5ea6\u91cf\u7c7b\u578b\uff1aCounter\uff08\u8ba1\u6570\u5668\uff09\u3001Gauge\uff08\u4eea\u8868\uff09\u3001Summary\uff08\u6458\u8981\uff09\u3001Histogram\uff08\u76f4\u65b9\u56fe\uff09\u3002\u8bf7\u53c2\u8003\u5b98\u65b9\u9875\u9762\u4e86\u89e3\u6bcf\u79cd\u7c7b\u578b\u7684\u8be6\u7ec6\u4fe1\u606f\u3002<\/p>\n<p>\u6211\u505a\u4e86\u4e00\u4e2a\u5173\u4e8e\u8ba1\u6570\u5668\u5b9e\u73b0\u7684\u793a\u4f8b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nd\">@RestController<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">CounterController<\/span> <span class=\"o\">{<\/span>\r\n    <span class=\"kd\">private<\/span> <span class=\"kd\">static<\/span> <span class=\"kt\">int<\/span> <span class=\"n\">num<\/span> <span class=\"o\">=<\/span> <span class=\"mi\">0<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"kd\">private<\/span> <span class=\"kd\">static<\/span> <span class=\"kd\">final<\/span> <span class=\"nc\">Counter<\/span> <span class=\"n\">requests<\/span> <span class=\"o\">=<\/span> <span class=\"nc\">Counter<\/span><span class=\"o\">.<\/span><span class=\"na\">build<\/span><span class=\"o\">().<\/span><span class=\"na\">name<\/span><span class=\"o\">(<\/span><span class=\"s\">\"count_requests_total\"<\/span><span class=\"o\">).<\/span><span class=\"na\">help<\/span><span class=\"o\">(<\/span><span class=\"s\">\"Total count requests.\"<\/span><span class=\"o\">).<\/span><span class=\"na\">register<\/span><span class=\"o\">();<\/span>\r\n\r\n    <span class=\"nd\">@GetMapping<\/span><span class=\"o\">(<\/span><span class=\"s\">\"count\"<\/span><span class=\"o\">)<\/span>\r\n    <span class=\"kd\">public<\/span> <span class=\"kt\">int<\/span> <span class=\"nf\">count<\/span><span class=\"o\">()<\/span> <span class=\"o\">{<\/span>\r\n        <span class=\"n\">requests<\/span><span class=\"o\">.<\/span><span class=\"na\">inc<\/span><span class=\"o\">();<\/span>\r\n        <span class=\"k\">return<\/span> <span class=\"o\">++<\/span><span class=\"n\">num<\/span><span class=\"o\">;<\/span>\r\n    <span class=\"o\">}<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<p>\u5982\u679c\u6709\u8bf7\u6c42\uff0c\u5b83\u662f\u4e00\u4e2a\u63a7\u5236\u5668\uff0c\u4f1a\u589e\u52a0\u6b21\u6570\u5e76\u8fd4\u56de\uff0c\u540c\u65f6\u5c06\u8be5\u6b21\u6570\u4fdd\u5b58\u4e3a\u6307\u6807\u3002<\/p>\n<h1>Prometheus\u548cGrafana\u7684\u914d\u7f6e\u8bbe\u7f6e\u3002<\/h1>\n<p>Grafana\u662f\u4e00\u6b3e\u5f00\u6e90\u7684\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u5b98\u65b9\u63a8\u8350\u5728Prometheus\u7684\u5b98\u65b9\u7f51\u7ad9\u4e0a\u4f7f\u7528Grafana\u3002<br \/>\nhttps:\/\/prometheus.io\/docs\/visualization\/grafana\/<\/p>\n<p>\u8fd9\u91cc\u4f7f\u7528Docker\u6784\u5efa\u4e86\u4e00\u4e2aSpring Boot\u5e94\u7528\u7a0b\u5e8f\uff0cPrometheus\u548cGrafana\u3002<br \/>\n\u867d\u7136\u4e0d\u4f1a\u8fdb\u884c\u8be6\u7ec6\u8bf4\u660e\uff0c\u4f46Dockerfile\u548cdocker-compose.yml\u5982\u4e0b\u6240\u793a\u3002<\/p>\n<pre class=\"post-pre\"><code>FROM maven:3.5.2-jdk-8-alpine\r\nADD . \/code\r\nWORKDIR \/code\r\nRUN mvn clean package -DskipTests=true\r\nCMD mvn spring-boot:run\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code><span class=\"na\">version<\/span><span class=\"pi\">:<\/span> <span class=\"s1\">'<\/span><span class=\"s\">3'<\/span>\r\n<span class=\"na\">services<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">web<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">build<\/span><span class=\"pi\">:<\/span> <span class=\"s\">.<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">8080:8080<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.:\/code<\/span>\r\n  <span class=\"na\">prometheus<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">prom\/prometheus<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">prometheus<\/span>\r\n    <span class=\"na\">volumes<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/env\/prometheus.yml:\/etc\/prometheus\/prometheus.yml<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">9090:9090<\/span>\r\n  <span class=\"na\">grafana<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">grafana\/grafana<\/span>\r\n    <span class=\"na\">container_name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">grafana<\/span>\r\n    <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">3000:3000<\/span>\r\n    <span class=\"na\">env_file<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"pi\">-<\/span> <span class=\"s\">.\/env\/grafana.env<\/span>\r\n<\/code><\/pre>\n<p>\u7531\u4e8eGrafana\u7684\u914d\u7f6e\u4e0d\u9700\u8981\u7279\u5b9a\u7684\u8bbe\u7f6e\uff0c\u6545\u51c6\u5907\u4e86grafana.env\u4f5c\u4e3a\u7528\u4e8e\u4fee\u6539Grafana\u914d\u7f6e\u7684\u6587\u4ef6\uff0c\u4f46\u662f\u7531\u4e8e\u6ca1\u6709\u5fc5\u8981\u8fdb\u884c\u4efb\u4f55\u914d\u7f6e\uff0c\u56e0\u6b64\u5b83\u662f\u4e00\u4e2a\u7a7a\u6587\u4ef6\u3002<\/p>\n<h2>prometheus.yml &#8211; Prometheus\u914d\u7f6e\u6587\u4ef6.<\/h2>\n<p>\u51e0\u4e4e\u662f\u4ece\u201c\u5165\u95e8\u6307\u5357\u201d\u4e2d\u83b7\u53d6\u7684\u4fe1\u606f&#8230;<br \/>\n\u62b1\u6b49\uff0c\u6211\u5bf9Prometheus\u7684\u8bbe\u7f6e\u4e0d\u592a\u719f\u6089&#8230;<\/p>\n<pre class=\"post-pre\"><code>global:\r\n  scrape_interval:     15s # By default, scrape targets every 15 seconds.\r\n\r\n  # Attach these labels to any time series or alerts when communicating with\r\n  # external systems (federation, remote storage, Alertmanager).\r\n  external_labels:\r\n    monitor: 'codelab-monitor'\r\n\r\n# A scrape configuration containing exactly one endpoint to scrape:\r\n# Here it's Prometheus itself.\r\nscrape_configs:\r\n  # The job name is added as a label `job=&lt;job_name&gt;` to any timeseries scraped from this config.\r\n  - job_name: 'prometheus'\r\n\r\n    # Override the global default and scrape targets from this job every 5 seconds.\r\n    scrape_interval: 5s\r\n\r\n    static_configs:\r\n      - targets: ['localhost:9090']\r\n\r\n# sample\r\nscrape_configs:\r\n  - job_name:       'sample-random'\r\n\r\n    # Override the global default and scrape targets from this job every 5 seconds.\r\n    scrape_interval: 5s\r\n\r\n    metrics_path: \/prometheus\r\n\r\n    static_configs:\r\n      - targets: ['web:8080']\r\n<\/code><\/pre>\n<p>\u7b80\u5355\u8865\u5145\u4e00\u4e0b\uff0c&#8217;job_name: &#8216;prometheus&#8217;\u90e8\u5206\u662fPrometheus\u81ea\u8eab\u7684\u76d1\u63a7\uff0c&#8217;job_name: &#8216;sample&#8217;\u90e8\u5206\u662f\u9488\u5bf9\u672c\u6b21WEB\u5e94\u7528\u7a0b\u5e8f\u7684\u914d\u7f6e\u90e8\u5206\u3002<\/p>\n<p>\u8bf7\u6ce8\u610f\u7684\u8981\u70b9\u6709\u4e24\u4e2a\uff0c<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Prometheus\u304c\u30e2\u30cb\u30bf\u30ea\u30f3\u30b0\u3059\u308b\u30c7\u30d5\u30a9\u30eb\u30c8\u306e\u30a8\u30f3\u30c9\u30dd\u30a4\u30f3\u30c8\u306f\/metrics\u306e\u305f\u3081\u3001\u5909\u66f4\u306e\u305f\u3081metrics_path: \/prometheus\u3092\u8ffd\u52a0<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">WEB\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u304cDocker\u5185\u306e\u305f\u3081\u3001targets\u306eURL\u306bDocker\u306ename\u3092\u4f7f\u3063\u3066\u3044\u308b<\/ul>\n<h2>\u666e\u7f57\u7c73\u4fee\u65af\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\u786e\u8ba4<\/h2>\n<p>Prometheus\u7684\u9ed8\u8ba4\u7aef\u53e3\u662f9090\uff0c\u6240\u4ee5\u5f53\u8bbf\u95eehttp:\/\/localhost:9090\/\u65f6\uff0c\u4f1a\u663e\u793aPrometheus\u3002<\/p>\n<p>\u5728\u672c\u57309090\u7aef\u53e3\u7684\u56fe\u5f62\u754c\u9762\u4e2d\u53ef\u4ee5\u8fdb\u884c\u57fa\u672c\u7684\u663e\u793a\u3002<br \/>\n\u6bd4\u5982\uff0c\u53ef\u4ee5\u6839\u636e\u65e5\u5fd7\u7ea7\u522b\u663e\u793a\u65e5\u5fd7\u6570\u91cf\u3002<\/p>\n<p>\u53ea\u9700\u8981\u4ece\u4e0b\u62c9\u5217\u8868\u4e2d\u9009\u62e9[logback_appender_total]\uff0c\u7136\u540e\u70b9\u51fb[\u6267\u884c]\u5373\u53ef\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/79-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.12.43.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/80-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.13.12.png\" \/><\/div>\n<h2>\u8bf7\u786e\u8ba4Grafana\u7684\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002<\/h2>\n<p>\u5982\u679c\u6ca1\u6709\u7279\u522b\u8bbe\u7f6e\u7684\u8bdd\uff0c\u9ed8\u8ba4\u60c5\u51b5\u4e0bGrafana\u7684\u7aef\u53e3\u662f3000\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbf\u95eehttp:\/\/localhost:3000\/\u6765\u8fdb\u884c\u8bbf\u95ee\u3002\u5982\u679c\u6ca1\u6709\u8bbe\u5b9a\u7279\u522b\u7684\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528admin\/admin\u8fdb\u884c\u767b\u5f55\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/83-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.17.15.png\" \/><\/div>\n<p>\u4ee5\u4e0b\u662f\u6570\u636e\u6e90\u7684\u8bbe\u5b9a\u3002<\/p>\n<div>\n<div class=\"post-table\">\u9805\u76ee\u5024TypePrometheusURL<a class=\"autolink\" href=\"http:\/\/localhost:9090\" target=\"_blank\" rel=\"nofollow noopener\">http:\/\/localhost:9090<\/a>AccessdirectScrap interval5s<\/div>\n<\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/86-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.21.27.png\" \/><\/div>\n<p>\u9009\u62e9[\u521b\u5efa] -&gt; [\u4eea\u8868\u76d8] -&gt; [\u56fe\u8868]\uff08\u6839\u636e\u8981\u663e\u793a\u7684\u5185\u5bb9\u8fdb\u884c\u66f4\u6539\uff09\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/88-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.30.11.png\" \/><\/div>\n<p>\u9009\u62e9\u663e\u793a\u7684\u56fe\u8868\uff0c\u5e76\u9009\u62e9[\u7f16\u8f91]\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/90-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.24.37.png\" \/><\/div>\n<div>\n<div class=\"post-table\">\u9805\u76ee\u5024Data SourceprometheusAlogback_appender_total<\/div>\n<\/div>\n<p>\u53ea\u8981\u6dfb\u52a0\u4e00\u4e2a\u8868\u683c\uff0c\u56fe\u5f62\u5c31\u4f1a\u663e\u793a\u51fa\u6765\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3eea37434c4406c8c945\/93-0.png\" alt=\"\u30b9\u30af\u30ea\u30fc\u30f3\u30b7\u30e7\u30c3\u30c8 2018-02-26 12.26.02.png\" \/><\/div>\n<h1>\u611f\u53d7<\/h1>\n<p>\u901a\u8fc7\u4f7f\u7528Prometheus\uff0c\u5728\u7a0d\u5fae\u4fee\u6539\u5ba2\u6237\u7aef\u6e90\u4ee3\u7801\u7684\u524d\u63d0\u4e0b\uff0c\u53ef\u4ee5\u83b7\u53d6\u5230\u5728\u5e94\u7528\u7a0b\u5e8f\u76d1\u63a7\u4e2d\u6240\u9700\u7684\u4fe1\u606f\u3002<br \/>\n\u7531\u4e8e\u4fee\u6539\u91cf\u4e0d\u5927\uff0c\u6240\u4ee5\u6613\u4e8e\u4f7f\u7528\u3002<br \/>\n\u7279\u522b\u662f\u5bf9\u4e8eSpring Boot\u5e94\u7528\u7a0b\u5e8f\u6765\u8bf4\uff0c\u80fd\u591f\u7acb\u5373\u4f7f\u7528\u662f\u975e\u5e38\u5177\u6709\u5438\u5f15\u529b\u7684\u3002<\/p>\n<p>\u7136\u800c\uff0c\u5728\u5176\u4ed6\u76d1\u63a7\u5de5\u5177\u4e2d\u4e5f\u6709\u80fd\u591f\u83b7\u53d6\u5e94\u7528\u7a0b\u5e8f\u4fe1\u606f\u7684\u5de5\u5177\u3002<br \/>\n\u4f8b\u5982\uff0c\u5982\u679c\u662f\u4f7f\u7528New Relic APM\uff0c\u5c31\u53ef\u4ee5\u663e\u793a\u6bcf\u4e2a\u4e8b\u52a1\u7684\u541e\u5410\u91cf\u3002<br \/>\n\u56e0\u6b64\uff0c\u5c06\u6765\u53ef\u80fd\u4f1a\u9700\u8981\u4e0e\u5176\u4ed6\u76d1\u63a7\u5de5\u5177\u8fdb\u884c\u6bd4\u8f83\u3002<\/p>\n<h1>GitHub \u2192 GitHub\u662f\u4e00\u4e2a\u7248\u672c\u63a7\u5236\u548c\u534f\u4f5c\u5e73\u53f0\u3002<\/h1>\n<p>\u8fd9\u6b21\u7684\u793a\u4f8b\u6e90\u4ee3\u7801\u50cf\u5f80\u5e38\u4e00\u6837\u5728GitHub\u4e0a\u516c\u5f00\u3002<br \/>\nhttps:\/\/github.com\/aha-oretama\/spring-boot-prometheus-grafana-sample<\/p>\n<h1>\u5728\u6c49\u8bed\u4e2d\uff0c\u53ea\u9700\u8981\u4e00\u79cd\u9009\u9879\u6765\u8f6c\u8ff0\u4ee5\u4e0b\u5185\u5bb9\uff1a\u201c\u53c2\u8003\u201d\u3002<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/prometheus.io\/<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">https:\/\/github.com\/prometheus\/client_java<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">http:\/\/www.baeldung.com\/spring-boot-actuators<\/ul>\n","protected":false},"excerpt":{"rendered":"<p>\u6211\u5f00\u59cb\u8003\u8651\u76d1\u63a7Spring Boot\u5e94\u7528\u7a0b\u5e8f\u3002 \u5173\u4e8e\u76d1\u63a7\uff0c\u6211\u51e0\u4e4e\u662f\u4e00\u4e2a\u65b0\u624b\u72b6\u6001&#8230; \u6211\u5011\u9019\u6b21\u60f3\u8981\u76e3\u63a7 [&hellip;]<\/p>\n","protected":false},"author":3,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40228","post","type-post","status-publish","format-standard","hentry","category-uncategorized"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v21.5 (Yoast SEO v21.5) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>\u4f7f\u7528 Spring Boot \u2715 Prometheus \u2715 Grafana \u5bf9\u5e94\u7528\u7a0b\u5e8f\u8fdb\u884c\u76d1\u63a7 - Blog - Silicon Cloud<\/title>\n<meta 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