{"id":29323,"date":"2024-11-14T10:08:00","date_gmt":"2024-11-14T02:08:00","guid":{"rendered":"https:\/\/www.yunshan.net\/blog\/?p=21291"},"modified":"2024-11-14T10:08:00","modified_gmt":"2024-11-14T02:08:00","slug":"prometheus%e7%9b%91%e6%8e%a7%e7%a7%bb%e5%8a%a8%e7%ab%af%e5%ba%94%e7%94%a8%e7%9a%84%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.yunshan.net\/blog\/archives\/29323.html","title":{"rendered":"Prometheus\u76d1\u63a7\u79fb\u52a8\u7aef\u5e94\u7528\u7684\u65b9\u6cd5"},"content":{"rendered":"<p>\t\t\t\t<![CDATA[\n\n<p><a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u4f5c\u4e3a\u4e00\u6b3e\u5f00\u6e90\u7684\u76d1\u63a7\u548c\u544a\u8b66\u5de5\u5177\uff0c\u4ee5\u5176\u5f3a\u5927\u7684\u6570\u636e\u91c7\u96c6\u3001\u5b58\u50a8\u548c\u67e5\u8be2\u80fd\u529b\uff0c\u5728\u670d\u52a1\u5668\u548c\u540e\u7aef\u5e94\u7528\u7684\u76d1\u63a7\u9886\u57df\u5360\u636e\u4e86\u91cd\u8981\u5730\u4f4d\u3002\u7136\u800c\uff0c\u968f\u7740\u79fb\u52a8\u7aef\u5e94\u7528\u7684\u666e\u53ca\u548c\u53d1\u5c55\uff0c\u5bf9\u79fb\u52a8\u7aef\u5e94\u7528\u7684\u76d1\u63a7\u9700\u6c42\u4e5f\u65e5\u76ca\u589e\u957f\u3002\u672c\u6587\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u5982\u4f55\u5229\u7528<a href=\"https:\/\/www.yunshan.net\" target=\"_blank\" style=\"color:blue\" rel=\"noopener noreferrer\">Prometheus<\/a>\u6765\u76d1\u63a7\u79fb\u52a8\u7aef\u5e94\u7528\uff0c\u6db5\u76d6\u6570\u636e\u91c7\u96c6\u3001\u6307\u6807\u5b9a\u4e49\u3001\u6570\u636e\u4f20\u8f93\u3001\u5b58\u50a8\u548c\u53ef\u89c6\u5316\u7b49\u591a\u4e2a\u65b9\u9762\u3002<\/p>\n\n\n\n\n<h3>\u4e00\u3001\u79fb\u52a8\u7aef\u76d1\u63a7\u7684\u6311\u6218<\/h3>\n\n\n\n\n<p>\u79fb\u52a8\u7aef\u5e94\u7528\u76f8\u8f83\u4e8e\u670d\u52a1\u5668\u5e94\u7528\uff0c\u5177\u6709\u4ee5\u4e0b\u7279\u6b8a\u6027\uff1a<\/p>\n\n\n\n\n\n\n\n\n<p align=center><img decoding=\"async\" src=\"https:\/\/www.yunshan.net\/blog\/wp-content\/uploads\/2024\/11\/b0WZ7Z4.jpg\" width=1000><\/p>\n\n\n\n\n\n\n\n\n\n<ol>\n\n\n<li><strong>\u73af\u5883\u591a\u6837\u6027<\/strong>\uff1a\u79fb\u52a8\u8bbe\u5907\u79cd\u7c7b\u7e41\u591a\uff0c\u64cd\u4f5c\u7cfb\u7edf\u7248\u672c\u5404\u5f02\u3002<\/li>\n\n\n\n\n<li><strong>\u7f51\u7edc\u4e0d\u7a33\u5b9a<\/strong>\uff1a\u79fb\u52a8\u7f51\u7edc\u73af\u5883\u590d\u6742\uff0c\u6570\u636e\u4f20\u8f93\u53ef\u80fd\u4e0d\u7a33\u5b9a\u3002<\/li>\n\n\n\n\n<li><strong>\u8d44\u6e90\u9650\u5236<\/strong>\uff1a\u79fb\u52a8\u8bbe\u5907\u7684\u8ba1\u7b97\u548c\u5b58\u50a8\u8d44\u6e90\u6709\u9650\u3002<\/li>\n\n\n\n\n<li><strong>\u7528\u6237\u9690\u79c1<\/strong>\uff1a\u9700\u8981\u4e25\u683c\u4fdd\u62a4\u7528\u6237\u9690\u79c1\u6570\u636e\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<p>\u8fd9\u4e9b\u7279\u6b8a\u6027\u7ed9\u79fb\u52a8\u7aef\u5e94\u7528\u7684\u76d1\u63a7\u5e26\u6765\u4e86\u4e0d\u5c0f\u7684\u6311\u6218\u3002<\/p>\n\n\n\n\n<h3>\u4e8c\u3001Prometheus\u76d1\u63a7\u67b6\u6784<\/h3>\n\n\n\n\n<p>\u5728\u4ecb\u7ecd\u5177\u4f53\u65b9\u6cd5\u4e4b\u524d\uff0c\u5148\u7b80\u8981\u56de\u987ePrometheus\u7684\u76d1\u63a7\u67b6\u6784\u3002Prometheus\u4e3b\u8981\u7531\u4ee5\u4e0b\u51e0\u4e2a\u7ec4\u4ef6\u7ec4\u6210\uff1a<\/p>\n\n\n\n\n<ol>\n\n\n<li><strong>Prometheus Server<\/strong>\uff1a\u8d1f\u8d23\u6536\u96c6\u548c\u5b58\u50a8\u76d1\u63a7\u6570\u636e\u3002<\/li>\n\n\n\n\n<li><strong>Exporter<\/strong>\uff1a\u5c06\u5404\u79cd\u6570\u636e\u6e90\u8f6c\u6362\u4e3aPrometheus\u53ef\u4ee5\u8bc6\u522b\u7684\u683c\u5f0f\u3002<\/li>\n\n\n\n\n<li><strong>Alertmanager<\/strong>\uff1a\u5904\u7406\u544a\u8b66\u4fe1\u606f\u3002<\/li>\n\n\n\n\n<li><strong>Dashboard<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5982Grafana\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h3>\u4e09\u3001\u79fb\u52a8\u7aef\u6570\u636e\u91c7\u96c6<\/h3>\n\n\n\n\n<h4>1. 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\u6570\u636e\u91c7\u96c6\u65b9\u5f0f<\/h4>\n\n\n\n\n<p>\u79fb\u52a8\u7aef\u6570\u636e\u91c7\u96c6\u4e3b\u8981\u6709\u4ee5\u4e0b\u51e0\u79cd\u65b9\u5f0f\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u57cb\u70b9<\/strong>\uff1a\u5728\u4ee3\u7801\u4e2d\u624b\u52a8\u6dfb\u52a0\u76d1\u63a7\u4ee3\u7801\uff0c\u8bb0\u5f55\u5173\u952e\u4e8b\u4ef6\u548c\u6307\u6807\u3002<\/li>\n\n\n\n\n<li><strong>AOP\uff08\u9762\u5411\u5207\u9762\u7f16\u7a0b\uff09<\/strong>\uff1a\u901a\u8fc7\u5207\u9762\u7f16\u7a0b\u81ea\u52a8\u6355\u83b7\u65b9\u6cd5\u8c03\u7528\u3001\u5f02\u5e38\u7b49\u4fe1\u606f\u3002<\/li>\n\n\n\n\n<li><strong>SDK<\/strong>\uff1a\u4f7f\u7528\u7b2c\u4e09\u65b9\u76d1\u63a7SDK\uff0c\u5982Prometheus Client for Android\/iOS\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u56db\u3001\u6570\u636e\u4f20\u8f93<\/h3>\n\n\n\n\n<p>\u7531\u4e8e\u79fb\u52a8\u7aef\u7f51\u7edc\u73af\u5883\u7684\u590d\u6742\u6027\uff0c\u6570\u636e\u4f20\u8f93\u9700\u8981\u8003\u8651\u4ee5\u4e0b\u56e0\u7d20\uff1a<\/p>\n\n\n\n\n<h4>1. \u6570\u636e\u538b\u7f29<\/h4>\n\n\n\n\n<p>\u4e3a\u4e86\u51cf\u5c11\u6570\u636e\u4f20\u8f93\u91cf\uff0c\u53ef\u4ee5\u5728\u5ba2\u6237\u7aef\u5bf9\u6570\u636e\u8fdb\u884c\u538b\u7f29\u540e\u518d\u53d1\u9001\u3002<\/p>\n\n\n\n\n<h4>2. \u6279\u91cf\u53d1\u9001<\/h4>\n\n\n\n\n<p>\u4e3a\u4e86\u907f\u514d\u9891\u7e41\u7684\u7f51\u7edc\u8bf7\u6c42\uff0c\u53ef\u4ee5\u5c06\u591a\u4e2a\u6570\u636e\u70b9\u6279\u91cf\u53d1\u9001\u3002<\/p>\n\n\n\n\n<h4>3. \u65ad\u70b9\u91cd\u4f20<\/h4>\n\n\n\n\n<p>\u5728\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u60c5\u51b5\u4e0b\uff0c\u9700\u8981\u5b9e\u73b0\u65ad\u70b9\u91cd\u4f20\u673a\u5236\uff0c\u786e\u4fdd\u6570\u636e\u4e0d\u4e22\u5931\u3002<\/p>\n\n\n\n\n<h4>4. \u6570\u636e\u52a0\u5bc6<\/h4>\n\n\n\n\n<p>\u4e3a\u4e86\u4fdd\u62a4\u7528\u6237\u9690\u79c1\uff0c\u6570\u636e\u5728\u4f20\u8f93\u8fc7\u7a0b\u4e2d\u9700\u8981\u8fdb\u884c\u52a0\u5bc6\u3002<\/p>\n\n\n\n\n<h3>\u4e94\u3001Prometheus\u914d\u7f6e<\/h3>\n\n\n\n\n<h4>1. Prometheus Server\u914d\u7f6e<\/h4>\n\n\n\n\n<p>\u5728Prometheus Server\u4e2d\uff0c\u9700\u8981\u914d\u7f6e\u76f8\u5e94\u7684Scrape\u914d\u7f6e\uff0c\u4ee5\u4fbf\u4ece\u79fb\u52a8\u7aef\u6536\u96c6\u6570\u636e\u3002\u793a\u4f8b\u5982\u4e0b\uff1a<\/p>\n\n\n\n\n<pre><code class=\"language-yaml\">scrape_configs:<br \/>\n  - job_name: 'mobile_app'<br \/>\n    static_configs:<br \/>\n      - targets: ['mobile-app-exporter:9090']<br \/>\n<\/code><\/pre>\n\n\n\n\n<h4>2. Exporter\u914d\u7f6e<\/h4>\n\n\n\n\n<p>\u79fb\u52a8\u7aef\u5e94\u7528\u9700\u8981\u5c06\u76d1\u63a7\u6570\u636e\u66b4\u9732\u4e3aPrometheus\u53ef\u4ee5\u8bc6\u522b\u7684\u683c\u5f0f\u3002\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u65b9\u5f0f\u5b9e\u73b0\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>HTTP Server<\/strong>\uff1a\u5728\u79fb\u52a8\u7aef\u5e94\u7528\u4e2d\u5d4c\u5165\u4e00\u4e2a\u8f7b\u91cf\u7ea7\u7684HTTP Server\uff0c\u66b4\u9732Prometheus\u6307\u6807\u3002<\/li>\n\n\n\n\n<li><strong>Pushgateway<\/strong>\uff1a\u7531\u4e8e\u79fb\u52a8\u7aefIP\u4e0d\u56fa\u5b9a\uff0c\u53ef\u4ee5\u4f7f\u7528Pushgateway\u4f5c\u4e3a\u4e2d\u95f4\u4ee3\u7406\uff0c\u5c06\u6570\u636e\u63a8\u9001\u5230Prometheus\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u516d\u3001\u6570\u636e\u5b58\u50a8<\/h3>\n\n\n\n\n<p>Prometheus\u672c\u8eab\u63d0\u4f9b\u4e86\u65f6\u5e8f\u6570\u636e\u5e93\uff0c\u7528\u4e8e\u5b58\u50a8\u76d1\u63a7\u6570\u636e\u3002\u4e3a\u4e86\u63d0\u9ad8\u6570\u636e\u5b58\u50a8\u7684\u53ef\u9760\u6027\u548c\u6269\u5c55\u6027\uff0c\u53ef\u4ee5\u8003\u8651\u4ee5\u4e0b\u65b9\u6848\uff1a<\/p>\n\n\n\n\n<ul>\n\n\n<li><strong>\u8fdc\u7a0b\u5b58\u50a8<\/strong>\uff1a\u5c06\u6570\u636e\u5b58\u50a8\u5230\u8fdc\u7a0b\u7684\u65f6\u5e8f\u6570\u636e\u5e93\uff0c\u5982InfluxDB\u3001TimescaleDB\u7b49\u3002<\/li>\n\n\n\n\n<li><strong>\u6570\u636e\u4fdd\u7559\u7b56\u7565<\/strong>\uff1a\u6839\u636e\u5b9e\u9645\u9700\u6c42\u914d\u7f6e\u6570\u636e\u4fdd\u7559\u7b56\u7565\uff0c\u907f\u514d\u6570\u636e\u8fc7\u591a\u5360\u7528\u5b58\u50a8\u7a7a\u95f4\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h3>\u4e03\u3001\u6570\u636e\u53ef\u89c6\u5316<\/h3>\n\n\n\n\n<h4>1. Grafana<\/h4>\n\n\n\n\n<p>Grafana\u662fPrometheus\u7684\u5e38\u7528\u53ef\u89c6\u5316\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u6b65\u9aa4\u914d\u7f6e\uff1a<\/p>\n\n\n\n\n<ol>\n\n\n<li><strong>\u5b89\u88c5Grafana<\/strong>\uff1a\u6839\u636e\u5b98\u65b9\u6587\u6863\u5b89\u88c5Grafana\u3002<\/li>\n\n\n\n\n<li><strong>\u914d\u7f6e\u6570\u636e\u6e90<\/strong>\uff1a\u5728Grafana\u4e2d\u6dfb\u52a0Prometheus\u4f5c\u4e3a\u6570\u636e\u6e90\u3002<\/li>\n\n\n\n\n<li><strong>\u521b\u5efaDashboard<\/strong>\uff1a\u6839\u636e\u76d1\u63a7\u6307\u6807\u521b\u5efa\u76f8\u5e94\u7684Dashboard\uff0c\u914d\u7f6e\u56fe\u8868\u548c\u544a\u8b66\u3002<\/li>\n\n\n<\/ol>\n\n\n\n\n<h4>2. 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\/>\n<\/code><\/pre>\n\n\n\n\n<p>\u5728<code>alerting_rules.yml<\/code>\u4e2d\u5b9a\u4e49\u544a\u8b66\u89c4\u5219\uff1a<\/p>\n\n\n\n\n<pre><code class=\"language-yaml\">groups:<br \/>\n  - name: mobile_app_alerts<br \/>\n    rules:<br \/>\n      - alert: HighCPUUsage<br \/>\n        expr: mobile_app_cpu_usage &gt; 0.8<br \/>\n        for: 5m<br \/>\n        labels:<br \/>\n          severity: warning<br \/>\n        annotations:<br \/>\n          summary: &quot;High CPU usage detected&quot;<br \/>\n          description: &quot;Mobile app CPU usage is above 80% for more than 5 minutes&quot;<br \/>\n<\/code><\/pre>\n\n\n\n\n<h3>\u4e5d\u3001\u6700\u4f73\u5b9e\u8df5<\/h3>\n\n\n\n\n<h4>1. 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\u6307\u6807\u5b9a\u4e49<\/h4>\n\n\n\n\n<ul>\n\n\n<li><strong>\u7528\u6237\u6d3b\u8dc3\u5ea6<\/strong>\uff1a\u6bcf\u65e5\u6d3b\u8dc3\u7528\u6237\u6570\uff08DAU\uff09\u3001\u6bcf\u6708\u6d3b\u8dc3\u7528\u6237\u6570\uff08MAU\uff09\u3002<\/li>\n\n\n\n\n<li><strong>\u6d88\u606f\u53d1\u9001\u5ef6\u8fdf<\/strong>\uff1a\u6d88\u606f\u4ece\u53d1\u9001\u5230\u63a5\u6536\u7684\u5e73\u5747\u5ef6\u8fdf\u65f6\u95f4\u3002<\/li>\n\n\n\n\n<li><strong>\u5d29\u6e83\u7387<\/strong>\uff1a\u5e94\u7528\u5d29\u6e83\u6b21\u6570\u4e0e\u542f\u52a8\u6b21\u6570\u7684\u6bd4\u503c\u3002<\/li>\n\n\n<\/ul>\n\n\n\n\n<h4>3. \u6570\u636e\u91c7\u96c6<\/h4>\n\n\n\n\n<p>\u4f7f\u7528Prometheus Client for Android\/iOS\u8fdb\u884c\u6570\u636e\u91c7\u96c6\uff0c\u793a\u4f8b\u4ee3\u7801\u5982\u4e0b\uff1a<\/p>\n\n\n\n\n<pre><code class=\"language-java\">\/\/ Android\u793a\u4f8b<br \/>\nPrometheusClient client = new PrometheusClient();<br \/>\nCounter activeUsers = client.registerCounter(&quot;mobile_app_active_users&quot;, &quot;Active users count&quot;);<br \/>\nactiveUsers.inc();<br \/>\n<br \/>\nHistogram messageLatency = client.registerHistogram(&quot;mobile_app_message_latency&quot;, &quot;Message latency in seconds&quot;);<br \/>\nmessageLatency.observe(0.5);<br \/>\n<\/code><\/pre>\n\n\n\n\n<h4>4. \u6570\u636e\u4f20\u8f93<\/h4>\n\n\n\n\n<p>\u901a\u8fc7Pushgateway\u5c06\u6570\u636e\u63a8\u9001\u5230Prometheus Server\uff1a<\/p>\n\n\n\n\n<pre><code class=\"language-java\">PushGateway pushGateway = new PushGateway(&quot;http:\/\/pushgateway:9091&quot;);<br \/>\npushGateway.pushAdd(activeUsers, &quot;mobile_app&quot;);<br \/>\npushGateway.pushAdd(messageLatency, &quot;mobile_app&quot;);<br \/>\n<\/code><\/pre>\n\n\n\n\n<h4>5. 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