{"id":40067,"date":"2023-01-03T13:58:50","date_gmt":"2022-11-09T17:50:41","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8spring-boot%e4%b8%8emicrometer%e8%8e%b7%e5%8f%96%e7%9a%84%e6%8c%87%e6%a0%87%e6%95%b0%e6%8d%ae%e5%8f%91%e9%80%81%e5%88%b0elasticsearch%e4%b8%ad%ef%bc%8c%e5%b9%b6%e5%9c%a8kibana\/"},"modified":"2024-04-29T08:20:54","modified_gmt":"2024-04-29T00:20:54","slug":"%e4%bd%bf%e7%94%a8spring-boot%e4%b8%8emicrometer%e8%8e%b7%e5%8f%96%e7%9a%84%e6%8c%87%e6%a0%87%e6%95%b0%e6%8d%ae%e5%8f%91%e9%80%81%e5%88%b0elasticsearch%e4%b8%ad%ef%bc%8c%e5%b9%b6%e5%9c%a8kibana","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e4%bd%bf%e7%94%a8spring-boot%e4%b8%8emicrometer%e8%8e%b7%e5%8f%96%e7%9a%84%e6%8c%87%e6%a0%87%e6%95%b0%e6%8d%ae%e5%8f%91%e9%80%81%e5%88%b0elasticsearch%e4%b8%ad%ef%bc%8c%e5%b9%b6%e5%9c%a8kibana\/","title":{"rendered":"\u4f7f\u7528Spring Boot\u4e0eMicrometer\u83b7\u53d6\u7684\u6307\u6807\u6570\u636e\u53d1\u9001\u5230Elasticsearch\u4e2d\uff0c\u5e76\u5728Kibana\u4e2d\u5c55\u793a"},"content":{"rendered":"<h1>\u60f3\u8981\u505a\u7684\u4e8b\u60c5 zu\u00f2 de sh\u00ec<\/h1>\n<ul class=\"post-ul\">Spring Boot\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ef\u8996\u5316\u3057\u305f\u3044<\/ul>\n<p>\u542c\u8bf4\u4f7f\u7528Micrometer\u5e93\u53ef\u4ee5\u8f7b\u677e\u83b7\u53d6\u5e94\u7528\u7a0b\u5e8f\u7684\u5ea6\u91cf\u6307\u6807\u3002<\/p>\n<p>\u5728\u4e2d\u56fd\uff0c&#8221;\u30e1\u30c8\u30ea\u30af\u30b9&#8221;\u662f\u6307\u6839\u636eCPU\u548c\u5185\u5b58\u4f7f\u7528\u60c5\u51b5\uff0c\u5bf9\u4e8eSpring Boot\u8fd8\u53ef\u4ee5\u9ed8\u8ba4\u83b7\u53d6\u5230URL\u8bbf\u95ee\u60c5\u51b5\u7b49\u4f5c\u4e3a&#8221;\u30e1\u30c8\u30ea\u30af\u30b9&#8221;\u7684\u6570\u636e\u3002<\/p>\n<p>\u53ef\u4ee5\u770b\u770b\u8fd9\u9644\u8fd1\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">JVM and System Metrics<\/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\">Cache Metrics<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Spring Boot \/ Metrics<\/ul>\n<p>\u4f3c\u4e4e\u53ef\u4ee5\u6dfb\u52a0\u81ea\u5df1\u83b7\u53d6\u7684\u9879\u76ee\u3002<\/p>\n<h1>\u505a\u8fc7\u7684\u4e8b\u60c5<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Spring Boot\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306bMicrometer\u3092\u5165\u308c\u3001Elasticsearch\u306b\u30e1\u30c8\u30ea\u30af\u30b9\u9001\u4fe1<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Kibana\u3067\u8868\u793a<\/ul>\n<p>\u901a\u8fc7Micrometer\u6536\u96c6\u7684\u6307\u6807\u5c06\u88ab\u4fdd\u5b58\u5728\u67d0\u4e2a\u6570\u636e\u5b58\u50a8\u4e2d\uff0c\u4f46\u4fdd\u5b58\u4f4d\u7f6e\u53ef\u4ee5\u9009\u62e9\u591a\u4e2a\u3002<\/p>\n<p>\u5fae\u7c73\u5c3a\u6587\u4ef6\u8bf4\u660e<\/p>\n<p>CloudWatch\u3001Elasticsearch\u3001Datadog\u3001Prometheus\u7b49\u7b49\u3002<\/p>\n<p>\u8fd9\u4e00\u6b21\uff0c\u6211\u4eec\u51b3\u5b9a\u5c06\u6570\u636e\u5b58\u5165Elasticsearch\uff0c\u5e76\u5c1d\u8bd5\u4f7f\u7528Kibana\u8fdb\u884c\u53ef\u89c6\u5316\u3002<\/p>\n<h1>\u73af\u5883<\/h1>\n<p>\u8fd9\u6b21\u7684\u5b9e\u65bd\u73af\u5883\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>lsb_release <span class=\"nt\">-a<\/span>\r\nNo LSB modules are available.\r\nDistributor ID:\tUbuntu\r\nDescription:\tUbuntu 18.04.1 LTS\r\nRelease:\t18.04\r\nCodename:\tbionic\r\n\r\n\r\n<span class=\"nv\">$ <\/span>java <span class=\"nt\">-version<\/span>\r\nopenjdk version <span class=\"s2\">\"1.8.0_191\"<\/span>\r\nOpenJDK Runtime Environment <span class=\"o\">(<\/span>build 1.8.0_191-8u191-b12-0ubuntu0.18.04.1-b12<span class=\"o\">)<\/span>\r\nOpenJDK 64-Bit Server VM <span class=\"o\">(<\/span>build 25.191-b12, mixed mode<span class=\"o\">)<\/span>\r\n\r\n\r\n<span class=\"nv\">$ <\/span>mvn <span class=\"nt\">-version<\/span>\r\nApache Maven 3.6.0 <span class=\"o\">(<\/span>97c98ec64a1fdfee7767ce5ffb20918da4f719f3<span class=\"p\">;<\/span> 2018-10-25T03:41:47+09:00<span class=\"o\">)<\/span>\r\nMaven home: \/path\/to\/.sdkman\/candidates\/maven\/current\r\nJava version: 1.8.0_191, vendor: Oracle Corporation, runtime: \/usr\/lib\/jvm\/java-8-openjdk-amd64\/jre\r\nDefault locale: ja_JP, platform encoding: UTF-8\r\nOS name: <span class=\"s2\">\"linux\"<\/span>, version: <span class=\"s2\">\"4.15.0-39-generic\"<\/span>, <span class=\"nb\">arch<\/span>: <span class=\"s2\">\"amd64\"<\/span>, family: <span class=\"s2\">\"unix\"<\/span>\r\n<\/code><\/pre>\n<h1>\u6307\u5b9a\u7684\u5e94\u7528\u7a0b\u5e8f<\/h1>\n<p>\u8d85\u7ea7\u7b80\u5355\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2a\u5c0f\u578b\u5e94\u7528\u7a0b\u5e8f\u3002<\/p>\n<p>\u5728pom.xml\u6587\u4ef6\u4e2d\u7684\u4f9d\u8d56\u5173\u7cfb\u3002<\/p>\n<pre class=\"post-pre\"><code>    <span class=\"nt\">&lt;dependencyManagement&gt;<\/span>\r\n        <span class=\"nt\">&lt;dependencies&gt;<\/span>\r\n            <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-dependencies<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n                <span class=\"nt\">&lt;version&gt;<\/span>2.1.1.RELEASE<span class=\"nt\">&lt;\/version&gt;<\/span>\r\n                <span class=\"nt\">&lt;type&gt;<\/span>pom<span class=\"nt\">&lt;\/type&gt;<\/span>\r\n                <span class=\"nt\">&lt;scope&gt;<\/span>import<span class=\"nt\">&lt;\/scope&gt;<\/span>\r\n            <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;\/dependencies&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependencyManagement&gt;<\/span>\r\n\r\n    <span class=\"nt\">&lt;dependencies&gt;<\/span>\r\n        <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=\"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-actuator<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n        <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n        <span class=\"nt\">&lt;dependency&gt;<\/span>\r\n            <span class=\"nt\">&lt;groupId&gt;<\/span>io.micrometer<span class=\"nt\">&lt;\/groupId&gt;<\/span>\r\n            <span class=\"nt\">&lt;artifactId&gt;<\/span>micrometer-registry-elastic<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n        <span class=\"nt\">&lt;\/dependency&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/dependencies&gt;<\/span>\r\n\r\n    <span class=\"nt\">&lt;build&gt;<\/span>\r\n        <span class=\"nt\">&lt;plugins&gt;<\/span>\r\n            <span class=\"nt\">&lt;plugin&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-maven-plugin<span class=\"nt\">&lt;\/artifactId&gt;<\/span>\r\n                <span class=\"nt\">&lt;version&gt;<\/span>2.1.1.RELEASE<span class=\"nt\">&lt;\/version&gt;<\/span>\r\n                <span class=\"nt\">&lt;executions&gt;<\/span>\r\n                    <span class=\"nt\">&lt;execution&gt;<\/span>\r\n                        <span class=\"nt\">&lt;goals&gt;<\/span>\r\n                            <span class=\"nt\">&lt;goal&gt;<\/span>repackage<span class=\"nt\">&lt;\/goal&gt;<\/span>\r\n                        <span class=\"nt\">&lt;\/goals&gt;<\/span>\r\n                    <span class=\"nt\">&lt;\/execution&gt;<\/span>\r\n                <span class=\"nt\">&lt;\/executions&gt;<\/span>\r\n            <span class=\"nt\">&lt;\/plugin&gt;<\/span>\r\n        <span class=\"nt\">&lt;\/plugins&gt;<\/span>\r\n    <span class=\"nt\">&lt;\/build&gt;<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u4f7f\u7528Spring Boot\u7684\u65f6\u5019\uff0c\u9700\u8981\u6dfb\u52a0spring-boot-starter-actuator\uff0c\u5e76\u4e14\u8981\u5c06\u6307\u6807\u53d1\u9001\u5230Elasticsearch\uff0c\u6240\u4ee5\u9700\u8981\u6dfb\u52a0micrometer-registry-elastic\u3002<\/p>\n<p>\u53d1\u9001\u95f4\u9694\u7a0d\u5fae\u7f29\u77ed\u4e86\u4e00\u70b9\uff0c\u8bbe\u5b9a\u4e3a\u6bcf5\u79d2\u53d1\u9001\u4e00\u6b21\u3002<\/p>\n<p>src\/main\/resources\/application.properties\u53ef\u4ee5\u7528\u4e0b\u9762\u7684\u65b9\u5f0f\u8fdb\u884c\u91cd\u8ff0\uff1a<\/p>\n<p>\u4e3b\u76ee\u5f55\/src\/\u8d44\u6e90\/\u5e94\u7528\u7a0b\u5e8f\u914d\u7f6e.properties<\/p>\n<pre class=\"post-pre\"><code>management.metrics.export.elastic.step=5s\r\n<\/code><\/pre>\n<p>\u8bbe\u7f6e\u8bf7\u53c2\u8003\u6b64\u5904\u3002<\/p>\n<p>\u5f39\u6027\u4e07\u7528\u8868<\/p>\n<p>\u5ea6\u91cf \/ \u652f\u6301\u7684\u76d1\u63a7\u7cfb\u7edf \/ \u5f39\u6027<\/p>\n<p>\u8fd9\u662f\u6211\u51c6\u5907\u7684\u5e94\u7528\u7a0b\u5f0f\u3002<\/p>\n<p>\u4e3b\u8981\u7684\u5e94\u7528\u7a0b\u5e8f\u5728`src\/main\/java\/com\/example\/micrometer\/elastic\/App.java`\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"kn\">package<\/span> <span class=\"nn\">com.example.micrometer.elastic<\/span><span class=\"o\">;<\/span>\r\n\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">org.springframework.boot.SpringApplication<\/span><span class=\"o\">;<\/span>\r\n<span class=\"kn\">import<\/span> <span class=\"nn\">org.springframework.boot.autoconfigure.SpringBootApplication<\/span><span class=\"o\">;<\/span>\r\n\r\n<span class=\"nd\">@SpringBootApplication<\/span>\r\n<span class=\"kd\">public<\/span> <span class=\"kd\">class<\/span> <span class=\"nc\">App<\/span> <span class=\"o\">{<\/span>\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\">App<\/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>\u8fd9\u6b21\u6211\u4eec\u6ca1\u6709\u51c6\u5907\u63a7\u5236\u5668\u6216\u4efb\u4f55\u5176\u4ed6\u4e1c\u897f\uff0c\u4f46\u662f\u5728Spring Boot\u5e94\u7528\u7a0b\u5e8f\u4e2d\uff0c\u5f53\u6211\u4eec\u6dfb\u52a0Micrometer\u65f6\uff0c\u53ef\u4ee5\u50cfSpring Web MVC\u4e00\u6837\u83b7\u53d6\u6307\u6807\u3002<\/p>\n<h1>\u5b89\u88c5\u548c\u542f\u52a8Elasticsearch<\/h1>\n<p>\u4e0b\u8f7d\u5e76\u89e3\u538btar.gz\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>wget https:\/\/artifacts.elastic.co\/downloads\/elasticsearch\/elasticsearch-6.5.2.tar.gz\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">tar <\/span>xf elasticsearch-6.5.2.tar.gz\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cd <\/span>elasticsearch-6.5.2\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>bin\/elasticsearch\r\n<\/code><\/pre>\n<p>\u786e\u8ba4\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>curl localhost:9200<span class=\"o\">{<\/span>\r\n  <span class=\"s2\">\"name\"<\/span> : <span class=\"s2\">\"qd3p2vS\"<\/span>,\r\n  <span class=\"s2\">\"cluster_name\"<\/span> : <span class=\"s2\">\"elasticsearch\"<\/span>,\r\n  <span class=\"s2\">\"cluster_uuid\"<\/span> : <span class=\"s2\">\"6kr__MvLRsuxV5-8d8j5UQ\"<\/span>,\r\n  <span class=\"s2\">\"version\"<\/span> : <span class=\"o\">{<\/span>\r\n    <span class=\"s2\">\"number\"<\/span> : <span class=\"s2\">\"6.5.2\"<\/span>,\r\n    <span class=\"s2\">\"build_flavor\"<\/span> : <span class=\"s2\">\"default\"<\/span>,\r\n    <span class=\"s2\">\"build_type\"<\/span> : <span class=\"s2\">\"tar\"<\/span>,\r\n    <span class=\"s2\">\"build_hash\"<\/span> : <span class=\"s2\">\"9434bed\"<\/span>,\r\n    <span class=\"s2\">\"build_date\"<\/span> : <span class=\"s2\">\"2018-11-29T23:58:20.891072Z\"<\/span>,\r\n    <span class=\"s2\">\"build_snapshot\"<\/span> : <span class=\"nb\">false<\/span>,\r\n    <span class=\"s2\">\"lucene_version\"<\/span> : <span class=\"s2\">\"7.5.0\"<\/span>,\r\n    <span class=\"s2\">\"minimum_wire_compatibility_version\"<\/span> : <span class=\"s2\">\"5.6.0\"<\/span>,\r\n    <span class=\"s2\">\"minimum_index_compatibility_version\"<\/span> : <span class=\"s2\">\"5.0.0\"<\/span>\r\n  <span class=\"o\">}<\/span>,\r\n  <span class=\"s2\">\"tagline\"<\/span> : <span class=\"s2\">\"You Know, for Search\"<\/span>\r\n<span class=\"o\">}<\/span>\r\n<\/code><\/pre>\n<h1>Kibana\u7684\u5b89\u88c5\u548c\u542f\u52a8<\/h1>\n<p>\u4e0b\u8f7dtar.gz\u6587\u4ef6\u5e76\u8fdb\u884c\u89e3\u538b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>wget https:\/\/artifacts.elastic.co\/downloads\/kibana\/kibana-6.5.2-linux-x86_64.tar.gz\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">tar <\/span>xf kibana-6.5.2-linux-x86_64.tar.gz\r\n<span class=\"nv\">$ <\/span><span class=\"nb\">cd <\/span>kibana-6.5.2-linux-x86_64\r\n<\/code><\/pre>\n<p>\u542f\u52a8\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>bin\/kibana\r\n<\/code><\/pre>\n<p>\u5f53\u8bbf\u95ee http:\/\/localhost:5601 \u65f6\uff0c\u53ef\u4ee5\u627e\u5230 Kibana\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/44-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_116.png\" \/><\/div>\n<h1>\u542f\u52a8\u5e94\u7528\u7a0b\u5e8f\uff0c\u5c1d\u8bd5\u5c06\u6307\u6807\u53ef\u89c6\u5316\u3002<\/h1>\n<p>\u5f00\u59cb\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"nv\">$ <\/span>mvn spring-boot:run \r\n<\/code><\/pre>\n<p>\u542f\u52a8\u540e\uff0c\u5c1d\u8bd5\u8bbf\u95eeKibana\u3002<\/p>\n<p>\u7531\u4e8e\u5df2\u7ecf\u5c06\u6307\u6807\u53d1\u9001\u5230\u540d\u4e3a\u201cmetrics-yyyy-mm\u201d\u7684\u7d22\u5f15\u4e2d\uff0c\u6240\u4ee5\u6211\u4eec\u8981\u5728\u201cDiscover\u201d\u4e2d\u8fdb\u884c\u6ce8\u518c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/50-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_117.png\" \/><\/div>\n<p>\u65f6\u95f4\u5b57\u6bb5\u662f@timestamp\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/52-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_118.png\" \/><\/div>\n<p>\u5728\u300c\u53d1\u73b0\u300d\u529f\u80fd\u4e0b\uff0c\u60a8\u53ef\u4ee5\u67e5\u770b\u53d1\u9001\u7684\u6570\u636e\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/54-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_122.png\" \/><\/div>\n<p>\u90a3\u4e48\uff0c\u8bf7\u9009\u62e9\u201cVisualize\u201d\u5e76\u8fdb\u884c\u5c55\u793a\u3002<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u5c06\u5c1d\u8bd5\u5bf9Java\u865a\u62df\u673a\u7684\u5185\u5b58\u8fdb\u884c\u53ef\u89c6\u5316\u3002<\/p>\n<p>Y\u8f74\u6309\u7167\u503c\u7684\u5e73\u5747\u8fdb\u884c\uff0cX\u8f74\u4e3a\u65e5\u671f\u7684\u76f4\u65b9\u56fe\uff0c\u5b57\u6bb5\u4e3a@timestamp\uff0c\u65f6\u95f4\u95f4\u9694\u8fdb\u884c\u5206\u949f\u7b5b\u9009\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/58-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_121.png\" \/><\/div>\n<p>\u6211\u4eec\u8fdb\u4e00\u6b65\u901a\u8fc7\u5e94\u7528\u7b5b\u9009\u5668\uff08Filters\uff09\u6765\u7f29\u5c0f\u4e86\u663e\u793a\u76ee\u6807\u7684\u5ea6\u91cf\u6807\u51c6\uff0c\u5177\u4f53\u4e3a\u4f7f\u7528\u540d\u79f0\uff08name\uff09\u4e3a\u201cjvm_memory_used\u201d\u7684\u5ea6\u91cf\u6807\u51c6\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d3e6337434c4406c8aab6\/60-0.png\" alt=\"\u7bc4\u56f2\u3092\u9078\u629e_121.png\" \/><\/div>\n<p>\u5b83\u4ee5\u903c\u771f\u7684\u65b9\u5f0f\u663e\u793a\u51fa\u6765\u4e86\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u60f3\u8981\u505a\u7684\u4e8b\u60c5 zu\u00f2 de sh\u00ec Spring Boot\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53ef\u8996\u5316\u3057\u305f\u3044 \u542c\u8bf4\u4f7f\u7528 [&hellip;]<\/p>\n","protected":false},"author":4,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-40067","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\u7528Spring Boot\u4e0eMicrometer\u83b7\u53d6\u7684\u6307\u6807\u6570\u636e\u53d1\u9001\u5230Elasticsearch\u4e2d\uff0c\u5e76\u5728Kibana\u4e2d\u5c55\u793a - Blog - Silicon Cloud<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" 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