{"id":43273,"date":"2023-09-07T04:07:58","date_gmt":"2023-11-21T00:00:59","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%af%b9%e4%ba%8e%e3%80%8cgoogle%e4%ba%91%e7%ae%a1%e7%90%86%e7%9a%84prometheus%e6%9c%8d%e5%8a%a1%e3%80%8d\/"},"modified":"2024-04-30T21:49:35","modified_gmt":"2024-04-30T13:49:35","slug":"%e5%af%b9%e4%ba%8e%e3%80%8cgoogle%e4%ba%91%e7%ae%a1%e7%90%86%e7%9a%84prometheus%e6%9c%8d%e5%8a%a1%e3%80%8d","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e5%af%b9%e4%ba%8e%e3%80%8cgoogle%e4%ba%91%e7%ae%a1%e7%90%86%e7%9a%84prometheus%e6%9c%8d%e5%8a%a1%e3%80%8d\/","title":{"rendered":"\u5bf9\u4e8e\u300cGoogle\u4e91\u7ba1\u7406\u7684Prometheus\u670d\u52a1\u300d"},"content":{"rendered":"<h2>\u9996\u5148<\/h2>\n<p>\u4ee5\u4e0b\u662f\u5173\u4e8eGCP\u63d0\u4f9b\u7684\u201cGoogle Cloud Prometheus\u6258\u7ba1\u670d\u52a1\u201d\u7684\u7b80\u8981\u603b\u7ed3\u3002<\/p>\n<h2>\u4f7f\u7528Prometheus\u7684\u6311\u6218<\/h2>\n<h3>\u666e\u7f57\u7c73\u4fee\u65af\u7684\u67b6\u6784\u548c\u57fa\u672c\u529f\u80fd<\/h3>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/4-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u8bf7\u53c2\u8003\uff1ahttps:\/\/prometheus.io\/docs\/introduction\/overview\/<\/p>\n<p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5316\u7684\u6d41\u7a0b\u56fe\uff0c\u5728\u6b64\u57fa\u7840\u4e0a\u6536\u96c6\u6307\u6807\u5e76\u5728Grafana\u4e2d\u8fdb\u884c\u53ef\u89c6\u5316\uff0c\u4ee5\u89e3\u51b3\u76ee\u524d\u7a0d\u663e\u590d\u6742\u7684\u60c5\u51b5\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/7-0.png\" alt=\"Copy_of_\u30d5\u309a\u30ed\u30bf\u3099\u30af\u30c8\u8a95\u751f\u306e\u80cc\u666f\u304b\u3089\u5b66\u3075\u3099Prometheus\u3068Grafana_Loki_-_Google_Slides.png\" \/><\/div>\n<h3>\u5e38\u89c1\u7684Prometheus\u8fd0\u7ef4\u95ee\u9898<\/h3>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">Global View<\/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\">1\u500b\u3042\u305f\u308a\u306ePrometheus\u306e\u30b9\u30af\u30ec\u30d7\u306e\u6027\u80fd\u9650\u754c\u7b49\u306b\u3088\u308a\u3001\u8907\u6570\u306ePrometheus\u3092\u904b\u7528\u3059\u308b\u3053\u3068\u306b\u306a\u3063\u305f\u306e\u3067\u3001\u8907\u6570\u306ePrometheus\u3092\u6a2a\u65ad\u3057\u3066\u30af\u30a8\u30ea\u3092\u5b9f\u884c\u3057\u305f\u3044<\/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\">Long Term<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">Prometheus\u306e\u30e1\u30c8\u30ea\u30af\u30b9\u30921\u30f6\u6708\u30841\u5e74\u7b49\u306e\u9577\u671f\u3067\u4fdd\u7ba1\u3057\u305f\u3044\u304c\u30011\u500b\u3042\u305f\u308a\u306ePrometheus\u3067\u306f\u6027\u80fd\u9650\u754c\u304c\u6765\u3066\u3044\u3066\u96e3\u3057\u3044\u306e\u3067\u89e3\u6c7a\u3057\u305f\u3044<\/ul>\n<p>\u4e3a\u4e86\u89e3\u51b3\u8fd9\u4e9b\u95ee\u9898\uff0c\u6211\u4eec\u7ecf\u5e38\u4f7f\u7528Prometheus\u7684\u8fdc\u7a0b\u5199\u5165\u529f\u80fd\u5c06\u6570\u636e\u5199\u5165\u7b2c\u4e09\u65b9\u4ea7\u54c1\uff0c\u5e76\u5728\u90a3\u91cc\u4f7f\u7528Grafana\u8fdb\u884c\u53ef\u89c6\u5316\u5904\u7406\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/11-0.png\" alt=\"Copy_of_\u30d5\u309a\u30ed\u30bf\u3099\u30af\u30c8\u8a95\u751f\u306e\u80cc\u666f\u304b\u3089\u5b66\u3075\u3099Prometheus\u3068Grafana_Loki_-_Google_Slides.png\" \/><\/div>\n<h3>\u8fd0\u8425\u7b2c\u4e09\u65b9\u4ea7\u54c1\u5f88\u56f0\u96be<\/h3>\n<p>\u5982\u679c\u4f7f\u7528\u7b2c\u4e09\u65b9\u4ea7\u54c1\u6765\u89e3\u51b3\u95ee\u9898\uff0c\u90a3\u4e48\u8fd0\u8425\u8fd9\u4e2a\u89e3\u51b3\u65b9\u6848\u672c\u8eab\u4e5f\u662f\u4e00\u4e2a\u95ee\u9898\u3002\u4ee5\u4e0b\u662fCortex\u7684\u67b6\u6784\uff0c\u4ece\u4e2d\u53ef\u4ee5\u770b\u51fa\u5b83\u975e\u5e38\u590d\u6742\u3002\u5c3d\u7ba1\u4ea7\u54c1\u62e5\u6709\u80fd\u591f\u8fdb\u884c\u6c34\u5e73\u6269\u5c55\u7684\u914d\u7f6e\uff0c\u4f46\u6839\u636e\u7d2f\u79ef\u7684\u6570\u636e\u91cf\u6765\u8fdb\u884c\u6269\u5c55\uff0c\u4ee5\u53ca\u6bcf\u5929\u7684\u8fd0\u8425\u90fd\u9700\u8981\u76f8\u5e94\u7684\u6210\u672c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/14-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u53c2\u8003\uff1ahttps:\/\/cortexmetrics.io\/docs\/architecture\/<\/p>\n<p>\u53c2\u8003\u94fe\u63a5\uff1ahttps:\/\/cortexmetrics.io\/docs\/architecture\/<\/p>\n<h2>\u6709\u95dcGoogle Cloud\u6258\u7ba1\u670d\u52d9\u7684Prometheus<\/h2>\n<h3>\u5efa\u7b51\u8bbe\u8ba1<\/h3>\n<p>\u6839\u636e\u5b98\u65b9\u6587\u6863\uff0c\u67b6\u6784\u88ab\u63cf\u8ff0\u5982\u4e0b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/19-0.png\" alt=\"image.png\" \/><\/div>\n<p>\u53c2\u8003\u6765\u6e90\uff1ahttps:\/\/cloud.google.com\/stackdriver\/docs\/managed-prometheus<\/p>\n<p>\u6839\u636e\u63d0\u4f9b\u7684\u529f\u80fd\u6765\u770b\uff0cMonarch\u589e\u52a0\u4e86\u4e0ePrometheus\u5ea6\u91cf\u6307\u6807\u8fdb\u884c\u7d2f\u79ef\u5e76\u4f7f\u7528PromQL\u8fdb\u884c\u901a\u4fe1\u7684API\u3002<\/p>\n<p>\u5728\u8bb8\u591a\u7b2c\u4e09\u65b9\u4ea7\u54c1\u4ee5\u4e0ePrometheus\u517c\u5bb9\u7684\u65b9\u5f0f\u521b\u5efa\u65b0\u4ea7\u54c1\u7684\u540c\u65f6\uff0cMonarch\u5df2\u7ecf\u5177\u5907\u4e86\u4e0ePrometheus\u517c\u5bb9\u6027\u7684\u8fd0\u8425\u7ecf\u9a8c\uff0c\u8fd9\u662f\u5176\u7279\u70b9\u6240\u5728\u3002<\/p>\n<h3>&#8220;Monarch&#8221;\u6307\u7684\u662f<\/h3>\n<blockquote><p>Monarch \u662f\u5728Google\u5168\u7403\u5206\u5e03\u7684\u5185\u5b58\u65f6\u5e8f\u6570\u636e\u5e93\u7cfb\u7edf\u3002<\/p><\/blockquote>\n<p>\u53c2\u8003\uff1ahttps:\/\/storage.googleapis.com\/pub-tools-public-publication-data\/pdf\/d84ab6c93881af998de877d0070a706de7bec6d8.pdf<br \/>\n\u8bf7\u53c2\u8003\u6b64\u94fe\u63a5\uff1ahttps:\/\/storage.googleapis.com\/pub-tools-public-publication-data\/pdf\/d84ab6c93881af998de877d0070a706de7bec6d8.pdf\u3002<\/p>\n<p>Monarch \u662f\u5728Google\u4e0a\u8fd0\u884c\u7684\u5168\u7403\u5206\u5e03\u5f0f\u5185\u5b58\u65f6\u5e8f\u6570\u636e\u5e93\u3002<\/p>\n<h3>\u7528\u6cd5 f\u01ce)<\/h3>\n<p>\u8fd9\u91cc\u7684\u5185\u5bb9\u548c\u5b98\u65b9\u7f51\u7ad9\u4e0a\u7684\u201cGet started with managed collection\u201d\u4e00\u6837\uff0c\u4f46\u53ea\u6709\u7ffb\u8bd1\u6210\u65e5\u8bed\u8fd9\u4e2a\u9644\u52a0\u4ef7\u503c\u6709\u70b9\u4e0d\u8db3\uff0c\u6240\u4ee5\u6211\u8fd8\u52a0\u4e86\u4e00\u4e9b\u5728\u786e\u8ba4\u65f6\u7684\u53d1\u73b0\u3002<\/p>\n<h4>\u57fa\u4e8ePrometheus\u7684\u6536\u96c6\u5668\u7684\u8bbe\u7f6e<\/h4>\n<ul class=\"post-ul\">CRD\u306e\u30c7\u30d7\u30ed\u30a4<\/ul>\n<p>\u8fd0\u7b97\u7b26\u5c06\u5728\u4f7f\u7528\u4e4b\u524d\u9884\u5148\u90e8\u7f72CRD\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl apply -f https:\/\/raw.githubusercontent.com\/GoogleCloudPlatform\/prometheus-engine\/v0.1.1\/examples\/setup.yaml\r\ncustomresourcedefinition.apiextensions.k8s.io\/podmonitorings.monitoring.googleapis.com created\r\ncustomresourcedefinition.apiextensions.k8s.io\/rules.monitoring.googleapis.com created\r\ncustomresourcedefinition.apiextensions.k8s.io\/clusterrules.monitoring.googleapis.com created\r\ncustomresourcedefinition.apiextensions.k8s.io\/operatorconfigs.monitoring.googleapis.com created\r\n<\/code><\/pre>\n<ul class=\"post-ul\">Operator\u306e\u30c7\u30d7\u30ed\u30a4<\/ul>\n<p>\u5c06\u516c\u5f0f\u56fe\u4e2d\u57fa\u4e8ePrometheus\u7684\u6536\u96c6\u5668\u90e8\u7f72\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl apply -f https:\/\/raw.githubusercontent.com\/GoogleCloudPlatform\/prometheus-engine\/v0.1.1\/examples\/operator.yaml\r\nnamespace\/gmp-system created\r\nnamespace\/gmp-public created\r\npriorityclass.scheduling.k8s.io\/gmp-critical created\r\nserviceaccount\/operator created\r\nserviceaccount\/collector created\r\nclusterrole.rbac.authorization.k8s.io\/gmp-system:collector created\r\nclusterrole.rbac.authorization.k8s.io\/gmp-system:operator created\r\nclusterrole.rbac.authorization.k8s.io\/gmp-system:csr-approver created\r\nclusterrolebinding.rbac.authorization.k8s.io\/gmp-system:operator created\r\nclusterrolebinding.rbac.authorization.k8s.io\/gmp-system:operator-csr created\r\nclusterrolebinding.rbac.authorization.k8s.io\/gmp-system:collector created\r\ndeployment.apps\/gmp-operator created\r\nservice\/gmp-operator created\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30c7\u30d7\u30ed\u30a4\u5f8c\u306epod\u306e\u78ba\u8a8d<\/ul>\n<pre class=\"post-pre\"><code>$ kubectl get -n gmp-system deploy,po\r\nNAME                             READY   UP-TO-DATE   AVAILABLE   AGE\r\ndeployment.apps\/gmp-operator     1\/1     1            1           12h\r\ndeployment.apps\/rule-evaluator   1\/1     1            1           12h\r\n\r\nNAME                                  READY   STATUS    RESTARTS      AGE\r\npod\/collector-6k9v5                   2\/2     Running   1 (12h ago)   12h\r\npod\/collector-89phz                   2\/2     Running   1 (12h ago)   12h\r\npod\/collector-h45q2                   2\/2     Running   1 (12h ago)   12h\r\npod\/gmp-operator-5c7f6f5dcb-ndgbj     1\/1     Running   0             12h\r\npod\/rule-evaluator-7dd659b4fd-gkq5x   2\/2     Running   1 (12h ago)   12h\r\n<\/code><\/pre>\n<p>\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b58\u5728\u4e09\u79cd\u7c7b\u578b\u7684\u7ec4\u4ef6\uff1acollector\u3001gmp-operator\u548crule-evaluator\u3002<br \/>\n\u7531\u4e8e\u6ca1\u6709\u4e0ecollector\u76f8\u5bf9\u5e94\u7684Deployment\u8d44\u6e90\uff0c\u56e0\u6b64\u770b\u8d77\u6765\u8fd9\u4e2a\u7ec4\u4ef6\u662f\u7531gmp-operator\u6765\u7ba1\u7406\u7684\u3002<\/p>\n<p>collector\u306e\u78ba\u8a8d<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get -n gmp-system po collector-6k9v5 -o yaml\r\n<span class=\"p\">apiVersion: v1\r\nkind: Pod\r\n<\/span>   :\r\n  containers:\r\n  - args:\r\n    - --config.file=\/prometheus\/config_out\/config.yaml\r\n    - --storage.tsdb.path=\/prometheus\/data\r\n    - --storage.tsdb.no-lockfile\r\n<span class=\"gi\">+    - --storage.tsdb.retention.time=30m\r\n<\/span>    - --storage.tsdb.wal-compression\r\n    - --storage.tsdb.min-block-duration=10m\r\n    - --storage.tsdb.max-block-duration=10m\r\n    - --web.listen-address=:19090\r\n    - --web.enable-lifecycle\r\n    - --web.route-prefix=\/\r\n<span class=\"gi\">+    - --export.label.project-id=&lt;project-id&gt;\r\n+    - --export.label.cluster=&lt;cluster\u540d&gt;\r\n<\/span>    env:\r\n    - name: GOGC\r\n      value: \"25\"\r\n<span class=\"gi\">+    image: gke.gcr.io\/prometheus-engine\/prometheus:v2.28.1-gmp.1-gke.1\r\n<\/span>   :\r\n  - args:\r\n    - --config-file=\/prometheus\/config\/config.yaml\r\n    - --config-file-output=\/prometheus\/config_out\/config.yaml\r\n<span class=\"gi\">+    - --reload-url=http:\/\/localhost:19090\/-\/reload\r\n<\/span>    - --listen-address=:19091\r\n    :\r\n<span class=\"gi\">+    image: gke.gcr.io\/prometheus-engine\/config-reloader:v0.1.1-gke.0\r\n<\/span>    :\r\n<\/code><\/pre>\n<p>\u53ef\u80fd\u662f\u57fa\u4e8e Prometheus\uff08\u7248\u672c\u53f7\u4e3a v2.28.1-gmp.1-gke.1\uff09\u6784\u5efa\u7684\u7cfb\u7edf\uff0c\u8be5\u7cfb\u7edf\u6536\u96c6\u6307\u6807\u6570\u636e\u5e76\u5c06\u5176\u53d1\u9001\u5230 Cloud Monitoring Ingest API \u4e2d\u3002\u4e0e Prometheus \u76f8\u5173\u7684\u4ea7\u54c1\u901a\u5e38\u4ee5 prometheus\/busybox \u4e3a\u57fa\u7840\u955c\u50cf\uff0c\u4f46\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u7cfb\u7edf\u7ecf\u8fc7\u4e86\u4e00\u4e9b\u4fee\u6539\uff0c\u4f8b\u5982\u66f4\u6362\u4e3a Distroless\uff0c\u901a\u8fc7 Google \u7684\u73af\u5883\u8fdb\u884c\u6784\u5efa\u7b49\u3002<\/p>\n<p>\u6839\u636e\u56fe\u50cf\u540d\u79f0\u548c\u53c2\u6570\u7684\u503c\u6765\u770b\uff0cprometheus:v2.28.1-gmp.1-gke.1\u4f3c\u4e4e\u662f\u4f7f\u7528remote write\u529f\u80fd\uff0c\u5e76\u4e14\u8be5\u7ec4\u4ef6\u4f3c\u4e4e\u4f1a\u5c06Cloud Monitoring Ingest API\u901a\u8fc7remote write\u63a5\u6536\u7684\u6570\u636e\u5199\u5165Monarch\u3002\u4f46\u662f\u5177\u4f53\u7ec6\u8282\u6211\u4e0d\u6e05\u695a\u3002<\/p>\n<p>\u9700\u8981\u4e00\u4e2a\u4ece\u591a\u4e2aGKE\u96c6\u7fa4\u6536\u96c6\u6307\u6807\u7684\u6807\u8bc6\u6765\u8bc6\u522b\u96c6\u7fa4\uff0c\u4f46\u6839\u636eargs\u4e2d\u7684&#8211;export.label\uff0c\u53ef\u4ee5\u770b\u5230\u5176\u4e2d\u5305\u542b\u548c&lt;cluster\u540d\u5b57&gt;\uff0c\u56e0\u6b64\u5728\u8fd9\u4e2a\u65f6\u673a\u7ed9\u6307\u6807\u9644\u52a0\u4e86\u6807\u7b7e\u3002Cloud Monitoring Ingest API\u7684\u7aef\u70b9\u662f\u6309\u7167\u9879\u76eeID\u5355\u4f4d\u5b58\u5728\u7684\uff0c\u6240\u4ee5\u5728\u8fd9\u4e2a\u65f6\u673a\u7ed9\u6307\u6807\u6dfb\u52a0\u4e86\u80fd\u591f\u8bc6\u522b\u96c6\u7fa4\u7684\u4fe1\u606f\u3002<\/p>\n<p>\u914d\u7f6e\u91cd\u8f7d\u5668:v0.1.1-gke.0\u5b9a\u671f\u5730\u8c03\u7528Prometheus\u7684\u91cd\u8f7d\u7aef\u70b9\u3002\u6709\u4e86\u8fd9\u4e2a\u529f\u80fd\uff0c\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5728ConfigMap\u4e2d\u521b\u5efa\u914d\u7f6e\u6587\u4ef6\u5e76\u5c06\u5176\u6302\u8f7d\u5230Pod\u4e2d\uff0c\u4f7f\u914d\u7f6e\u53cd\u6620\u5230prometheus:v2.28.1-gmp.1-gke.1\u4e0a\u3002<\/p>\n<p>\u7531\u4e8e\u4fdd\u7559\u671f\u8bbe\u7f6e\u4e3a30m\uff0c\u6211\u8ba4\u4e3a\u5b83\u53ea\u662f\u7528\u4e8e\u901a\u8fc7Cloud Monitoring Ingest API\u8fdb\u884c\u8fdc\u7a0b\u5199\u5165\u7684Prometheus\u3002\u7528\u4e8e\u77ed\u671f\u6293\u53d6\u7684Prometheus\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u65b9\u5f0f\uff0c\u4f46\u662f\u6211\u89c9\u5f97Prometheus v2.32.0\u4e2d\u65b0\u589e\u7684Agent Mode\u4f3c\u4e4e\u9002\u7528\u4e8e\u8fd9\u79cd\u7528\u9014\uff0c\u56e0\u6b64\u53ef\u80fd\u4f1a\u8003\u8651\u5728v2.32.0\u53ca\u4ee5\u4e0a\u7248\u672c\u4e2d\u8fdb\u884c\u517c\u5bb9\u3002<\/p>\n<p>gmp-operator\u306e\u78ba\u8a8d<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get po -n gmp-system gmp-operator-5c7f6f5dcb-ndgbj -o yaml\r\n<span class=\"p\">apiVersion: v1\r\nkind: Pod\r\n<\/span>  :\r\n<span class=\"p\">spec:\r\n<\/span>  containers:\r\n  - args:\r\n    - --ca-selfsign=false\r\n    - --public-namespace=gmp-public\r\n    - --priority-class=gmp-critical\r\n<span class=\"gi\">+    - --image-collector=gke.gcr.io\/prometheus-engine\/prometheus:v2.28.1-gmp.1-gke.1\r\n+    - --image-config-reloader=gke.gcr.io\/prometheus-engine\/config-reloader:v0.1.1-gke.0\r\n+    - --image-rule-evaluator=gke.gcr.io\/prometheus-engine\/rule-evaluator:v0.1.1-gke.0\r\n+    image: gke.gcr.io\/prometheus-engine\/operator:v0.1.1-gke.0\r\n<\/span>  :\r\n<\/code><\/pre>\n<p>\u5728\u8fd9\u91cc\uff0c\u4f7f\u7528gmp-operator\u7ba1\u7406\u7684\u5bb9\u5668\u6620\u50cf\u4f3c\u4e4e\u662f\u7531args\u6307\u5b9a\u7684\u3002<br \/>\n\u56e0\u6b64\uff0c\u5728\u5c06\u6765\u8fdb\u884c\u66f4\u65b0\u65f6\uff0c\u6211\u8ba4\u4e3a\u9700\u8981\u66f4\u6539operator:v0.1.1-gke.0\u6807\u7b7e\u4ee5\u66f4\u65b0gmp-operator\uff0c\u5e76\u901a\u8fc7\u66f4\u6539args\u4e2d\u6307\u5b9a\u7684&#8211;image-xxx\u6807\u7b7e\u6765\u66f4\u65b0\u6620\u50cf\u3002<\/p>\n<p>rule-evaluator\u306e\u78ba\u8a8d<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get -n gmp-system po rule-evaluator-7dd659b4fd-gkq5x -o yaml\r\n<span class=\"p\">apiVersion: v1\r\nkind: Pod\r\n<\/span>  :\r\n  - args:\r\n    - --config.file=\/prometheus\/config_out\/config.yaml\r\n    - --web.listen-address=:19092\r\n<span class=\"gi\">+    - --export.label.project-id=&lt;project-id&gt;\r\n+    - --export.label.cluster=&lt;cluster\u540d&gt;\r\n+    image: gke.gcr.io\/prometheus-engine\/rule-evaluator:v0.1.1-gke.0\r\n<\/span>  :\r\n  - args:\r\n    - --config-file=\/prometheus\/config\/config.yaml\r\n    - --config-file-output=\/prometheus\/config_out\/config.yaml\r\n    - --watched-dir=\/etc\/rules\r\n    - --watched-dir=\/etc\/secrets\r\n<span class=\"gi\">+    - --reload-url=http:\/\/localhost:19092\/-\/reload\r\n<\/span>    - --listen-address=:19093\r\n<span class=\"gi\">+    image: gke.gcr.io\/prometheus-engine\/config-reloader:v0.1.1-gke.0\r\n<\/span><\/code><\/pre>\n<p>\u6211\u8ba4\u4e3a&#8221;collector&#8221;\u4e0e\u4e4b\u975e\u5e38\u76f8\u4f3c\u3002\u6b63\u5982\u7ec4\u4ef6\u540d\u79f0\u6240\u793a\uff0c\u5b83\u662f\u4e00\u4e2a\u4e13\u95e8\u8bc4\u4f30\u89c4\u5219\u7684\u7ec4\u4ef6\u3002\u901a\u8fc7\u4f7f\u7528\u5b83\uff0c\u6211\u4eec\u53ef\u4ee5\u5411AlertManager\u53d1\u9001\u901a\u77e5\u3002<\/p>\n<p>\u4e3a\u4e86\u4e0eAlertManager\u8fdb\u884c\u96c6\u6210\uff0c\u60a8\u9700\u8981\u5728\u96c6\u7fa4\u5185\u90e8\u90e8\u7f72AlertManager\uff0c\u5e76\u6dfb\u52a0\u4e0eAlertManager\u8fde\u63a5\u7684Service\u7684\u4fe1\u606f\u5230\u4ee5\u4e0b\u8d44\u6e90\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl -n gmp-public edit operatorconfig config\r\n<span class=\"p\">apiVersion: monitoring.googleapis.com\/v1alpha1\r\nkind: OperatorConfig\r\nmetadata:\r\n<\/span>  namespace: gmp-public\r\n  name: config\r\n<span class=\"p\">rules:\r\n<\/span>  alerting:\r\n    alertmanagers:\r\n<span class=\"gi\">+    - name: SERVICE_NAME\r\n+      namespace: SERVICE_NAMESPACE\r\n+      port: PORT_NAME\r\n<\/span><\/code><\/pre>\n<p>\u7531\u4e8e\u6bcf\u4e2a\u96c6\u7fa4\u5185\u90e8\u8bbe\u7f6e\u662f\u72ec\u7acb\u5b8c\u6210\u7684\uff0c\u56e0\u6b64\u4f7f\u7528\u6b64\u529f\u80fd\u6765\u96c6\u4e2d\u7ba1\u7406\u591a\u4e2a\u96c6\u7fa4\u7684\u8b66\u62a5\u8bbe\u7f6e\u4f3c\u4e4e\u662f\u56f0\u96be\u7684\u3002<\/p>\n<p>\u76f4\u63a5\u770bCRD\u7684\u6837\u5b50\uff0c\u597d\u50cf\u6ca1\u6709\u8fd9\u6837\u7684\u8bbe\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">%<\/span> kubectl get crd operatorconfigs.monitoring.googleapis.com -o yaml\r\n<span class=\"p\">apiVersion: apiextensions.k8s.io\/v1\r\nkind: CustomResourceDefinition\r\n<\/span>   :\r\n          rules:\r\n            description: Rules specifies how the operator configures and deployes\r\n              rule-evaluator.\r\n            properties:\r\n              alerting:\r\n                description: Alerting contains how the rule-evaluator configures alerting.\r\n                properties:\r\n                  alertmanagers:\r\n                    description: Alertmanagers contains endpoint configuration for\r\n                      designated Alertmanagers.\r\n                    items:\r\n                      description: AlertmanagerEndpoints defines a selection of a\r\n                        single Endpoints object containing alertmanager IPs to fire\r\n                        alerts against.\r\n                      properties:\r\n   :\r\n<span class=\"gi\">+                        name:\r\n<\/span>                          description: Name of Endpoints object in Namespace.\r\n                          type: string\r\n<span class=\"gi\">+                        namespace:\r\n<\/span>                          description: Namespace of Endpoints object.\r\n                          type: string\r\n                        pathPrefix:\r\n                          description: Prefix for the HTTP path alerts are pushed\r\n                            to.\r\n                          type: string\r\n<span class=\"gi\">+                        port:\r\n<\/span>                          anyOf:\r\n                          - type: integer\r\n                          - type: string\r\n                          description: Port the Alertmanager API is exposed on.\r\n                          x-kubernetes-int-or-string: true\r\n<span class=\"gi\">+                        scheme:\r\n<\/span>                          description: Scheme to use when firing alerts.\r\n                          type: string\r\n<span class=\"gi\">+                        timeout:\r\n<\/span>                          description: Timeout is a per-target Alertmanager timeout\r\n                            when pushing alerts.\r\n                          type: string\r\n                        tls:\r\n<\/code><\/pre>\n<p>\u5982\u679c\u60a8\u5e0c\u671b\u5728\u8de8\u591a\u4e2a\u96c6\u7fa4\u7684\u60c5\u51b5\u4e0b\u96c6\u4e2d\u7ba1\u7406\u8b66\u62a5\u8bbe\u7f6e\uff0c\u6211\u8ba4\u4e3a\u53ef\u4ee5\u4f7f\u7528Grafana\u76848.3.0\u7248\u672c\u4e2d\u9ed8\u8ba4\u542f\u7528\u7684\u7edf\u4e00\u8b66\u62a5\u529f\u80fd\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\uff0cGoogle Cloud Managed Service for Prometheus\u5c06\u6bcf\u4e2a\u96c6\u7fa4\u7684\u6c47\u603b\u6570\u636e\u4fdd\u5b58\u5728\u5176\u4e00\u4fa7\uff0c\u56e0\u6b64\u53ef\u4ee5\u5728\u90a3\u91cc\u6267\u884cPromQL\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728Grafana\u4e2d\u96c6\u4e2d\u7ba1\u7406\u8b66\u62a5\u8bbe\u7f6e\u3002\u8fd9\u610f\u5473\u7740\u4e0d\u518d\u9700\u8981\u5728\u6bcf\u4e2a\u96c6\u7fa4\u4e0a\u8fdb\u884cSlack\u901a\u77e5\u8bbe\u7f6e\uff0c\u8fd9\u5c06\u5e26\u6765\u4e00\u4e9b\u4f18\u52bf\u3002<\/p>\n<p>\u6839\u636eGrafana\u76848.2.0\u7248\u672c\uff0c\u4f3c\u4e4eGrafana HA\u5df2\u7ecf\u652f\u6301\u7edf\u4e00\u8b66\u62a5\u529f\u80fd\u3002\u56e0\u6b64\uff0c\u6211\u8ba4\u4e3a\u5728\u4ee5\u524d\u5c06\u8b66\u62a5\u529f\u80fd\u59d4\u6258\u7ed9Grafana\u65f6\u6240\u62c5\u5fc3\u7684\u53ef\u7528\u6027\u95ee\u9898\u4e5f\u5f97\u5230\u4e86\u6539\u5584\u3002<\/p>\n<p>\u7531\u4e8e\u7edf\u4e00\u8b66\u62a5\u7684\u8bbe\u7f6e\u5728\u6b64\u5904\uff0c\u8bf7\u5bf9\u5e26\u6709ha_\u524d\u7f00\u7684\u8bbe\u7f6e\u8fdb\u884c\u76f8\u5e94\u8c03\u6574\uff0c\u53ef\u63d0\u9ad8\u53ef\u7528\u6027\u3002<\/p>\n<h4>\u90e8\u7f72\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f\u5e76\u6536\u96c6\u5ea6\u91cf\u6307\u6807<\/h4>\n<ul class=\"post-ul\">namespace\u306e\u4f5c\u6210<\/ul>\n<pre class=\"post-pre\"><code>$ kubectl create ns gmp-test\r\nnamespace\/gmp-test created\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30b5\u30f3\u30d7\u30eb\u306e\u30a2\u30d7\u30ea\u30b1\u30fc\u30b7\u30e7\u30f3\u306e\u30c7\u30d7\u30ed\u30a4<\/ul>\n<pre class=\"post-pre\"><code>$ kubectl -n gmp-test apply -f https:\/\/raw.githubusercontent.com\/GoogleCloudPlatform\/prometheus-engine\/v0.1.1\/examples\/example-app.yaml\r\ndeployment.apps\/prom-example created\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30b5\u30f3\u30d7\u30eb\u30a2\u30d7\u30ea\u306e\u30b9\u30af\u30ec\u30a4\u30d7\u7528\u306emonitoring.googleapis.com\/v1alpha1\u306e\u30c7\u30d7\u30ed\u30a4<\/ul>\n<pre class=\"post-pre\"><code>$ kubectl -n gmp-test apply -f https:\/\/raw.githubusercontent.com\/GoogleCloudPlatform\/prometheus-engine\/v0.1.1\/examples\/pod-monitoring.yaml\r\npodmonitoring.monitoring.googleapis.com\/prom-example created\r\n<\/code><\/pre>\n<p>\u4ee5\u4e0b\u662f\u6837\u672c\u7684monitoring.googleapis.com\/v1alpha1\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">monitoring.googleapis.com\/v1alpha1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">PodMonitoring<\/span>\r\n<span class=\"na\">metadata<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">prom-example<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">selector<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">matchLabels<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">app<\/span><span class=\"pi\">:<\/span> <span class=\"s\">prom-example<\/span>\r\n  <span class=\"na\">endpoints<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">port<\/span><span class=\"pi\">:<\/span> <span class=\"s\">metrics<\/span>\r\n    <span class=\"na\">interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">30s<\/span>\r\n<\/code><\/pre>\n<p>\u8bf7\u53c2\u8003\u4ee5\u4e0b\u94fe\u63a5\u83b7\u53d6\u6709\u5173Managed Prometheus\u8bbe\u7f6e\u7684\u76f8\u5173\u4fe1\u606f\uff1ahttps:\/\/cloud.google.com\/stackdriver\/docs\/managed-prometheus\/setup-managed<\/p>\n<p>\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0cScrape Target\u662f\u901a\u8fc7\u6807\u7b7e(label)\u548c\u7aef\u53e3(port)\u4ee5\u53ca\u76d1\u63a7\u95f4\u9694(interval)\u6765\u6307\u5b9a\u7684\u3002\u770b\u5230\u8fd9\u91cc\uff0c\u4f60\u53ef\u80fd\u4f1a\u5bf9\u8def\u5f84(path)\u7684\u5904\u7406\u65b9\u5f0f\u4ea7\u751f\u7591\u95ee\uff0c\u4f46\u662f\u901a\u8fc7\u67e5\u770bCRD\u7684\u5185\u5bb9\uff0c\u4f60\u5c31\u80fd\u7406\u89e3\u4e86\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get crd podmonitorings.monitoring.googleapis.com -o yaml\r\n<span class=\"p\">apiVersion: apiextensions.k8s.io\/v1\r\nkind: CustomResourceDefinition\r\n<\/span>    :\r\n          spec:\r\n            description: Specification of desired Pod selection for target discovery\r\n              by Prometheus.\r\n            properties:\r\n              endpoints:\r\n                items:\r\n                  description: ScrapeEndpoint specifies a Prometheus metrics endpoint\r\n                    to scrape.\r\n                  properties:\r\n<span class=\"gi\">+                    interval:\r\n<\/span>                      description: Interval at which to scrape metrics. Must be a\r\n                        valid Prometheus duration.\r\n                      type: string\r\n<span class=\"gi\">+                    path:\r\n<\/span>                      description: HTTP path to scrape metrics from. Defaults to \"\/metrics\".\r\n                      type: string\r\n<span class=\"gi\">+                    port:\r\n<\/span>                      anyOf:\r\n                      - type: integer\r\n                      - type: string\r\n                      description: Name or number of the port to scrape.\r\n                      x-kubernetes-int-or-string: true\r\n<span class=\"gi\">+                    timeout:\r\n<\/span>                      description: Timeout for metrics scrapes. Must be a valid Prometheus\r\n                        duration. Must not be larger then the scrape interval.\r\n                      type: string\r\n                  type: object\r\n                type: array\r\n    :\r\n<\/code><\/pre>\n<p>\u6839\u636e\u4ee5\u4e0a\u5185\u5bb9\uff0c\u6211\u4eec\u53ef\u4ee5\u77e5\u9053\u4ee5\u4e0b\u56db\u4e2a\u8bbe\u7f6e\u7684\u529f\u80fd\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">interval<\/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\">path<\/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\">port<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">timeout<\/ul>\n<p>\u6839\u636e\u63cf\u8ff0\uff0c\u8bf4\u660e\u53ef\u4ee5\u6307\u5b9a\u8def\u5f84\u5e76\u4e14\u5982\u679c\u672a\u6307\u5b9a\uff0c\u5219\u9ed8\u8ba4\u4e3a\/metrics\u3002\u4ece\u8fd9\u91cc\u8fd8\u53ef\u4ee5\u770b\u51fa\u53ef\u4ee5\u6307\u5b9a\u8d85\u65f6\u503c\u3002<\/p>\n<p>\u4f7f\u7528\u8fd9\u4e2a\u529f\u80fd\u6765\u5f00\u53d1\u5e94\u7528\u7a0b\u5e8f\u65f6\uff0c\u53ef\u4ee5\u5c06\u8f93\u51fa\u6307\u6807\u7684\u8def\u5f84\u548c\u7aef\u53e3\u8fdb\u884c\u5171\u4eab\uff0c\u5e76\u5728\u4e3ak8s\u786e\u5b9a\u6307\u6807\u6293\u53d6\u4e13\u7528\u6807\u7b7e\u65f6\u59cb\u7ec8\u9644\u52a0\u8be5\u6807\u7b7e\uff0c\u8fd9\u6837\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u4eba\u5458\u5c31\u53ef\u4ee5\u5728\u4e0d\u592a\u610f\u8bc6\u5230\u7684\u60c5\u51b5\u4e0b\u6784\u5efa\u6536\u96c6\u6307\u6807\u7684\u73af\u5883\u3002\u5982\u679c\u9700\u8981\u66f4\u6539\u95f4\u9694\u7b49\u5185\u5bb9\uff0c\u6700\u521d\u7684\u505a\u6cd5\u53ef\u80fd\u662f\u5c06\u5171\u4eab\u7684\u6807\u7b7e\u6392\u9664\uff0c\u5e76\u5355\u72ec\u8fdb\u884c\u8bbe\u7f6e\uff0c\u8fd9\u6837\u4f1a\u66f4\u65b9\u4fbf\u3002<\/p>\n<p>\u7531\u4e8eGoogle Cloud Managed Service for Prometheus\u4ecd\u5904\u4e8e\u9884\u89c8\u7248\u9636\u6bb5\uff0c\u56e0\u6b64\u76f8\u5173\u7684\u6587\u6863\u8fd8\u6bd4\u8f83\u5c11\u3002\u4f46\u662f\uff0c\u60a8\u53ef\u4ee5\u76f4\u63a5\u67e5\u770bCRD(\u81ea\u5b9a\u4e49\u8d44\u6e90\u5b9a\u4e49)\uff0c\u5e76\u9605\u8bfb\u5176\u4e2d\u7684\u63cf\u8ff0\u6765\u4e86\u89e3\u5176\u529f\u80fd\u3002\u901a\u8fc7\u8fd9\u6837\u505a\uff0c\u60a8\u5927\u81f4\u53ef\u4ee5\u4e86\u89e3\u5b83\u5177\u6709\u54ea\u4e9b\u529f\u80fd\uff0c\u4ee5\u53ca\u5728\u54ea\u4e9b\u914d\u7f6e\u4e0b\u5982\u4f55\u8fd0\u884c\u3002<\/p>\n<p>\u56e0\u4e3a\u4ecd\u5904\u4e8e\u9884\u89c8\u7248\u672c\uff0c\u6240\u4ee5\u5c3d\u7ba1\u5728CRD\u4e2d\u6709\uff0c\u4f46\u64cd\u4f5c\u8005\u4e00\u4fa7\u53ef\u80fd\u5c1a\u672a\u5b9e\u65bd\u7684\u90e8\u5206\u4e5f\u53ef\u80fd\u5b58\u5728\u3002<\/p>\n<p>\u6211\u5728GKE\u4e0a\u589e\u52a0\u7684CRD\u5df2\u7ecf\u5728\u4e0b\u9762\u5217\u51fa\u6765\u4e86\uff0c\u5982\u679c\u6587\u6863\u4e2d\u6ca1\u6709\u8fd9\u4e9b\u5185\u5bb9\uff0c\u4f60\u53ef\u4ee5\u76f4\u63a5\u9605\u8bfb\u8fd9\u4e9b\u5185\u5bb9\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get crd\r\n<span class=\"p\">NAME                                             CREATED AT\r\nbackendconfigs.cloud.google.com                  2021-12-16T14:01:37Z\r\ncapacityrequests.internal.autoscaling.gke.io     2021-12-16T14:01:28Z\r\n<\/span><span class=\"gi\">+ clusterrules.monitoring.googleapis.com           2021-12-16T14:09:50Z\r\n<\/span><span class=\"p\">frontendconfigs.networking.gke.io                2021-12-16T14:01:37Z\r\nmanagedcertificates.networking.gke.io            2021-12-16T14:01:30Z\r\n<\/span><span class=\"gi\">+ operatorconfigs.monitoring.googleapis.com        2021-12-16T14:09:50Z\r\n+ podmonitorings.monitoring.googleapis.com         2021-12-16T14:09:49Z\r\n+ rules.monitoring.googleapis.com                  2021-12-16T14:09:50Z\r\n<\/span><span class=\"p\">serviceattachments.networking.gke.io             2021-12-16T14:01:38Z\r\nservicenetworkendpointgroups.networking.gke.io   2021-12-16T14:01:38Z\r\nstoragestates.migration.k8s.io                   2021-12-16T14:01:33Z\r\nstorageversionmigrations.migration.k8s.io        2021-12-16T14:01:33Z\r\nupdateinfos.nodemanagement.gke.io                2021-12-16T14:01:34Z\r\nvolumesnapshotclasses.snapshot.storage.k8s.io    2021-12-16T14:01:31Z\r\nvolumesnapshotcontents.snapshot.storage.k8s.io   2021-12-16T14:01:32Z\r\nvolumesnapshots.snapshot.storage.k8s.io          2021-12-16T14:01:32Z\r\n<\/span><\/code><\/pre>\n<ul class=\"post-ul\">\u30b9\u30af\u30ec\u30a4\u30d7\u306e\u8a2d\u5b9a\u304c\u53cd\u6620\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u306e\u78ba\u8a8d<\/ul>\n<p>\u7ecf\u8fc7\u4e00\u756a\u786e\u8ba4\uff0c\u6211\u53d1\u73b0\u540d\u4e3a&#8221;collector&#8221;\u7684Configmap\u4e2d\u7ba1\u7406\u7740collector\u7ec4\u4ef6\u7684\u914d\u7f6e\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl get cm -n gmp-system\r\nNAME               DATA   AGE\r\ncollector          1      14h\r\nkube-root-ca.crt   1      14h\r\nrule-evaluator     1      14h\r\nrules-generated    1      14h\r\n<\/code><\/pre>\n<p>\u5982\u679c\u4e0d\u5b58\u5728podmonitorings.monitoring.googleapis.com\uff0c\u5219config.yaml\u7684\u5185\u5bb9\u5c06\u4e3a\u7a7a\u3002<\/p>\n<p>\u5982\u679cpodmonitorings.monitoring.googleapis.com\u4e0d\u5b58\u5728\uff0c\u5219config.yaml\u5c06\u4e3a\u7a7a\u3002<\/p>\n<p>\u5f53podmonitorings.monitoring.googleapis.com\u4e0d\u5b58\u5728\u65f6\uff0cconfig.yaml\u7684\u5185\u5bb9\u4f1a\u4e3a\u7a7a\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl get cm -n gmp-system collector -oyaml\r\napiVersion: v1\r\ndata:\r\n  config.yaml: |\r\n    global: {}\r\nkind: ConfigMap\r\n<\/code><\/pre>\n<p>\u521a\u624d\u7684\u6837\u672c\u8bbe\u5b9a\u540e\uff0c\u786e\u8ba4\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"err\">$<\/span> kubectl get cm -n gmp-system collector -oyaml\r\n<span class=\"p\">apiVersion: v1\r\ndata:\r\n<\/span>  config.yaml: |\r\n    global: {}\r\n<span class=\"gi\">+    scrape_configs:\r\n+        - job_name: PodMonitoring\/gmp-test\/prom-example\/metrics\r\n+          honor_timestamps: false\r\n+          scrape_interval: 30s\r\n+          scrape_timeout: 30s\r\n+          metrics_path: \/metrics\r\n+          follow_redirects: false\r\n+          relabel_configs:\r\n+            - source_labels: [__meta_kubernetes_namespace]\r\n+              regex: gmp-test\r\n+              action: keep\r\n+            - source_labels: [__meta_kubernetes_pod_label_app]\r\n+              regex: prom-example\r\n+              action: keep\r\n+            - source_labels: [__meta_kubernetes_namespace]\r\n+              target_label: namespace\r\n+              action: replace\r\n+            - target_label: job\r\n+              replacement: prom-example\r\n+              action: replace\r\n+            - source_labels: [__meta_kubernetes_pod_container_port_name]\r\n+              regex: metrics\r\n+              action: keep\r\n+            - source_labels: [__meta_kubernetes_pod_name, __meta_kubernetes_pod_container_port_name]\r\n+              regex: (.+);(.+)\r\n+              target_label: instance\r\n+              replacement: $1:$2\r\n+              action: replace\r\n+          kubernetes_sd_configs:\r\n+            - role: pod\r\n+              follow_redirects: true\r\n+              selectors:\r\n+                - role: pod\r\n+                  field: spec.nodeName=$(NODE_NAME)\r\n<\/span><\/code><\/pre>\n<p>\u4ece\u8fd9\u4ef6\u4e8b\u60c5\u53ef\u4ee5\u770b\u51fa\uff0cScraper\u7684\u8bbe\u7f6e\u4f3c\u4e4e\u662f\u6309\u7167\u4ee5\u4e0b\u65b9\u5f0f\u8fdb\u884c\u53cd\u6620\u7684\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u5f53gmp-operator\u68c0\u6d4b\u5230\u65b0\u7684podmonitorings.monitoring.googleapis.com\u65f6\uff0c\u5c06\u4fee\u6539Configmap\u7684\u8bbe\u7f6e\u3002<\/ol>\n<\/li>\n<\/ol>\n<p>\u88ab\u6302\u8f7d\u5728collector\u7684pod\u4e0a\u7684Configmap\u7684\u5185\u5bb9\u4f1a\u88abkubelet\u53cd\u6620\u3002<\/p>\n<p>\u5f53config-reloader\u8c03\u7528\u91cd\u65b0\u52a0\u8f7d\u7684\u7aef\u70b9\u65f6\uff0ccollector\u4f1a\u53cd\u6620\u51fa\u65b0\u7684\u811a\u672c\u914d\u7f6e\u3002<\/p>\n<p>\u6211\u8ba4\u4e3a\u57fa\u672c\u4e0a\u4e0ePrometheus Operator\u7684ServiceMonitor\u7684\u601d\u60f3\u76f8\u540c\u3002<\/p>\n<h4>\u6267\u884cPromQL<\/h4>\n<ul class=\"post-ul\">GCP\u4e0a\u304b\u3089\u64cd\u4f5c\u3059\u308b<\/ul>\n<p>\u5728\u76d1\u63a7\u83dc\u5355\u4e2d\u6709\u4e00\u4e2a\u540d\u4e3a\u201cManaged Prometheus\u201d\u7684\u9009\u9879\uff0c\u60a8\u53ef\u4ee5\u4ece\u90a3\u91cc\u8fdb\u884c\u64cd\u4f5c\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/94-0.png\" alt=\"Managed_Service_for_Prometheus_\u2013_Monitoring_\u2013_My_Project_93067_\u2013_Google_Cloud_Platform.png\" \/><\/div>\n<p>\u6211\u6ca1\u6709\u79ef\u7d2f\u5927\u91cf\u6307\u6807\u5e76\u6267\u884c\u590d\u6742\u7684\u67e5\u8be2\uff0c\u4f46\u662f\u611f\u89c9\u4e00\u822c\u4f7f\u7528\u5e94\u8be5\u6ca1\u6709\u95ee\u9898\u3002<\/p>\n<p>\u7531\u4e8ePrometheus HTTP API\u4ee5API\u7684\u5f62\u5f0f\u516c\u5f00\uff0c\u56e0\u6b64\u4f3c\u4e4e\u53ef\u4ee5\u6309\u4ee5\u4e0b\u65b9\u5f0f\u6267\u884c\u3002<\/p>\n<pre class=\"post-pre\"><code>$ curl https:\/\/monitoring.googleapis.com\/v1\/projects\/PROJECT_ID\/location\/global\/prometheus\/api\/v1\/query \\\r\n  -d \"query=up\" \\\r\n  -H \"Authorization: Bearer $(gcloud auth print-access-token)\"\r\n<\/code><\/pre>\n<ul class=\"post-ul\">Prometheus UI\u3092\u7528\u3044\u3066\u64cd\u4f5c\u3059\u308b<\/ul>\n<p>\u7531\u4e8eGCP\u7684Prometheus HTTP API\u9700\u8981\u8fdb\u884c\u8eab\u4efd\u9a8c\u8bc1\uff0c\u56e0\u6b64\u6211\u4eec\u4e3aGoogle Cloud Managed Service for Prometheus\u63d0\u4f9b\u4e86\u8fde\u63a5\u7684Prometheus\u7528\u6237\u754c\u9762\u3002<\/p>\n<p>\u7528\u4ee5\u4e0b\u65b9\u5f0f\u5c06\u5176\u90e8\u7f72\u5230\u81ea\u5df1\u7684\u96c6\u7fa4\u4e2d\u3002<\/p>\n<pre class=\"post-pre\"><code>curl https:\/\/raw.githubusercontent.com\/GoogleCloudPlatform\/prometheus-engine\/v0.1.1\/examples\/frontend.yaml |\r\nsed 's\/\\$PROJECT_ID\/PROJECT_ID\/' |\r\nkubectl apply -n gmp-test -f -\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u63a5\u7d9a\u7528\u306bport-forward\u3092\u5b9f\u65bd<\/ul>\n<pre class=\"post-pre\"><code>$ kubectl -n gmp-test port-forward svc\/frontend 9090\r\n<\/code><\/pre>\n<ul class=\"post-ul\">\u30d6\u30e9\u30a6\u30b6\u3067\u78ba\u8a8d<\/ul>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/105-0.png\" alt=\"Google_Cloud_Prometheus_Engine.png\" \/><\/div>\n<p>\u60a8\u53ef\u4ee5\u8bbf\u95eeGoogle Cloud Managed Service for Prometheus\u63d0\u4f9b\u7684 WebUI\uff0c\u5e76\u6267\u884c\u4ee5\u524d\u7684 PromQL\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u53ef\u4ee5\u5728\u8fd9\u91cc\u6267\u884cPromQL\uff0c\u5c31\u50cfPrometheus\u4e00\u6837\uff0c\u56e0\u6b64\u53ef\u4ee5\u76f4\u63a5\u8fc1\u79fbGrafana\u548c\u5176\u4ed6\u8c03\u7528PromQL\u7684\u751f\u6001\u7cfb\u7edf\u3002<\/p>\n<ul class=\"post-ul\">Prometheus UI\u306ePod\u3092\u78ba\u8a8d\u3059\u308b<\/ul>\n<pre class=\"post-pre\"><code><span class=\"p\">kubectl -n gmp-test get po frontend-7cffb58894-tgdmq -o yaml\r\napiVersion: v1\r\nkind: Pod\r\n<\/span>   :\r\n<span class=\"p\">spec:\r\n<\/span>  containers:\r\n  - args:\r\n    - --web.listen-address=:9090\r\n<span class=\"gi\">+    - --query.project-id=&lt;project-id&gt;\r\n<\/span>    image: gke.gcr.io\/prometheus-engine\/frontend:v0.1.1-gke.0\r\n   :\r\n<\/code><\/pre>\n<p>\u901a\u904e\u67e5\u770b\u4e0a\u8ff0\u5185\u5bb9\uff0c\u53ef\u4ee5\u7406\u89e3\u524d\u7aef\u4e0d\u662f\u4ee5\u96c6\u7fa4\u4e3a\u5355\u4f4d\uff0c\u800c\u662f\u8fde\u63a5\u5230\u9879\u76eeID\uff0c\u56e0\u6b64\u53ef\u4ee5\u67e5\u770b\u5176\u4ed6\u96c6\u7fa4\u3002\u56e0\u6b64\uff0c\u53ef\u4ee5\u5728\u6bcf\u4e2a\u96c6\u7fa4\u4e2d\u5b89\u88c5\u57fa\u4e8ePrometheus\u7684\u6536\u96c6\u5668\uff0c\u5e76\u5c06\u524d\u7aef\uff08Prometheus UI\uff09\u548cGrafana\u7ba1\u7406\u5728\u53e6\u4e00\u4e2a\u96c6\u7fa4\u4e2d\uff0c\u8fd9\u662f\u4e00\u79cd\u53ef\u80fd\u7684\u65b9\u6cd5\u3002<\/p>\n<h3>\u8fd0\u7528\u7684\u5f62\u8c61<\/h3>\n<p>\u6211\u8ba4\u4e3a\u53ea\u6709\u529f\u80fd\u4ecb\u7ecd\u53ef\u80fd\u8ba9\u5f88\u591a\u4eba\u65e0\u6cd5\u7406\u89e3\u8fd0\u8425\u7684\u5f62\u8c61\uff0c\u6240\u4ee5\u6211\u6839\u636e&#8221;Google Cloud Managed Service for Prometheus&#8221;\u7684\u529f\u80fd\u6765\u5236\u4f5c\u4e86\u4e00\u4e2a\u8fd0\u8425\u793a\u4f8b\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/113-0.png\" alt=\"Copy_of_\u30d5\u309a\u30ed\u30bf\u3099\u30af\u30c8\u8a95\u751f\u306e\u80cc\u666f\u304b\u3089\u5b66\u3075\u3099Prometheus\u3068Grafana_Loki_-_Google_Slides.png\" \/><\/div>\n<p>\u4e0a\u8ff0\u6784\u9020\u8bbe\u8ba1\u7684\u8981\u70b9\u5982\u4e0b\u3002<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u56fa\u5b9a\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u65f6\u7684\u6307\u6807\u8f93\u51fa\u65b9\u6cd5<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u786e\u5b9a\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u65f6\u7684\u6307\u6807\u8f93\u51fa\u7684\u7aef\u53e3\u548c\u8def\u5f84\uff08\u4f8b\u59828080\uff0c\/metrics\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u786e\u5b9a\u5728\u6536\u96c6\u6307\u6807\u7684\u5e94\u7528\u7a0b\u5e8f\u4e2d\u8981\u9644\u52a0\u7684\u6807\u7b7e\uff08\u4f8b\u5982metris-scrape: true\uff09<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<ol>\n<li style=\"list-style-type: none;\">\n<ol>\u4e8b\u5148\u90e8\u7f72monitoring.googleapis.com\u6765\u5bf9\u6307\u5b9a\u6807\u7b7e\u3001\u7aef\u53e3\u548c\u8def\u5f84\u8fdb\u884c\u6307\u6807\u6293\u53d6<\/ol>\n<\/li>\n<\/ol>\n<p>\u901a\u8fc7\u8fd9\u6837\u505a\uff0c\u53ef\u4ee5\u5728\u65e0\u9700\u7279\u522b\u610f\u8bc6\u7684\u60c5\u51b5\u4e0b\u4e3a\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u4eba\u5458\u63d0\u4f9b\u6536\u96c6\u6307\u6807\u7684\u73af\u5883\u3002\u5982\u679c\u4f7f\u7528node-exporter\u6216kube-state-metrics\u7b49\u5f00\u6e90\u8f6f\u4ef6\uff0c\u6216\u8005\u9700\u8981\u5355\u72ec\u8bbe\u7f6e\u95f4\u9694\u548c\u8d85\u65f6\u7684\u5e94\u7528\u7a0b\u5e8f\uff0c\u9700\u8981\u5355\u72ec\u51c6\u5907monitoring.googleapis.com\u3002<\/p>\n<p>\u4f7f\u7528Grafana\u7684\u7edf\u4e00\u544a\u8b66\u6765\u7edf\u4e00\u7ba1\u7406\u544a\u8b66<\/p>\n<p>\u5982\u679c\u4f7f\u7528AlertManager\uff0c\u9700\u8981\u4e3a\u6bcf\u4e2a\u96c6\u7fa4\u51c6\u5907\u5197\u4f59\u914d\u7f6e\u7684AlertManager\uff0c\u4ee5\u964d\u4f4e\u96c6\u7fa4\u7684\u521b\u5efa\u548c\u8fd0\u7ef4\u6210\u672c\uff0c\u4e3a\u6b64\u9700\u8981\u51c6\u5907\u8fd0\u7ef4\u96c6\u7fa4\u5e76\u5728\u5176\u4e2d\u8fdb\u884c\u544a\u8b66\u7ba1\u7406\u3002<br \/>\n\u5728\u8fd0\u7ef4\u96c6\u7fa4\u4e2d\u51c6\u5907\u5177\u6709Prometheus HTTP API\u548cHA\u914d\u7f6e\u7684Grafana\uff0c\u5e76\u4f7f\u7528\u7edf\u4e00\u544a\u8b66\u6765\u7ba1\u7406\u544a\u8b66\u3002<\/p>\n<p>\u4e5f\u53ef\u4ee5\u8003\u8651\u5197\u4f59Prometheus HTTP API\uff0c\u5c06\u7528\u4e8e\u544a\u8b66\u548c\u7528\u6237\u521b\u5efa\u4eea\u8868\u677f\u7684Grafana\u533a\u5206\u5f00\u6765\u3002<\/p>\n<p>\u901a\u8fc7\u5c06\u5fc5\u8981\u7684\u96c6\u7fa4\u529f\u80fd\u79fb\u5230\u53e6\u4e00\u4e2a\u96c6\u7fa4\u4e2d\uff0c\u4ee5\u964d\u4f4e\u5e94\u7528\u7a0b\u5e8f\u90e8\u7f72\u96c6\u7fa4\u6240\u9700\u7684\u7ec4\u4ef6\u6570\u91cf\uff0c\u4ece\u800c\u964d\u4f4e\u8fd0\u7ef4\u6210\u672c\u3002\u5c06\u544a\u8b66\u76ee\u6807Slack\u7684\u51ed\u636e\u4fe1\u606f\u7b49\u4ece\u5e94\u7528\u7a0b\u5e8f\u7528\u7684\u96c6\u7fa4\u4e2d\u79fb\u9664\uff0c\u5e76\u79fb\u5230\u8fd0\u7ef4\u96c6\u7fa4\u4e2d\uff0c\u8fd9\u4e5f\u662f\u4e00\u4e2a\u4f18\u70b9\u3002<\/p>\n<p>\u66f4\u65b0\u65b9\u6cd5<\/p>\n<p>\u5982\u679c\u8981\u66f4\u65b0\u5404\u7ec4\u4ef6\uff0c\u5219\u9700\u8981\u66f4\u65b0gmp-operator\u7684args\u7684&#8211;image-XXXX\u6307\u5b9a\u7684\u955c\u50cf\u3002<\/p>\n<p>\u5982\u679c\u8981\u66f4\u65b0gmp-operator\uff0c\u5219\u9700\u66f4\u65b0gmp-operator\u3002\u5982\u679c\u6709\u4e0eCRD\u66f4\u65b0\u76f8\u5173\u7684\u6307\u793a\uff0c\u5219\u540c\u65f6\u8fdb\u884c\u66f4\u65b0\u3002<\/p>\n<pre class=\"post-pre\"><code>  :\r\n<span class=\"p\">spec:\r\n<\/span>  containers:\r\n  - args:\r\n    - --ca-selfsign=false\r\n    - --public-namespace=gmp-public\r\n    - --priority-class=gmp-critical\r\n<span class=\"gi\">+    - --image-collector=gke.gcr.io\/prometheus-engine\/prometheus:v2.28.1-gmp.1-gke.1\r\n+    - --image-config-reloader=gke.gcr.io\/prometheus-engine\/config-reloader:v0.1.1-gke.0\r\n+    - --image-rule-evaluator=gke.gcr.io\/prometheus-engine\/rule-evaluator:v0.1.1-gke.0\r\n+    image: gke.gcr.io\/prometheus-engine\/operator:v0.1.1-gke.0\r\n<\/span>  :\r\n<\/code><\/pre>\n<p>\u8bf7\u5c06\u4e0a\u8ff0\u5185\u5bb9\u4f5c\u4e3a\u4f7f\u7528Google Cloud Managed Service for Prometheus\u7684\u8bbe\u8ba1\u793a\u4f8b\uff0c\u8bf7\u4ec5\u4f9b\u53c2\u8003\u3002<\/p>\n<h3>\u611f\u53d7\u5230\u7684\u60c5\u7eea\u6216\u611f\u89c9<\/h3>\n<p>\u8003\u8651Prometheus\u7684\u517c\u5bb9\u6027\u65f6\uff0c\u7740\u773c\u4e8e\u4e0b\u56fe\u4e2d\u7684\u56db\u4e2a\u63a5\u53e3\uff0c\u4f1a\u66f4\u52a0\u6e05\u6670\u660e\u4e86\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d519737434c4406cca6d6\/120-0.png\" alt=\"Copy_of_\u30d5\u309a\u30ed\u30bf\u3099\u30af\u30c8\u8a95\u751f\u306e\u80cc\u666f\u304b\u3089\u5b66\u3075\u3099Prometheus\u3068Grafana_Loki_-_Google_Slides.png\" \/><\/div>\n<p>\u53c2\u8003: https:\/\/sched.co\/ibIO\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">exposition format \uff1a \u30e1\u30c8\u30ea\u30af\u30b9\u306b\u95a2\u3059\u308b\u4ed5\u69d8(\u5b9f\u8cea OpenMetrics\u306e\u3053\u3068)<\/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\">remote write protocol \uff1a Remote Write\u6a5f\u80fd\u306b\u5bfe\u5fdc\u3057\u305f\u30d7\u30ed\u30c8\u30b3\u30eb<\/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\">PromQL : Prometheus\u304c\u84c4\u7a4d\u3057\u3066\u308b\u30c7\u30fc\u30bf\u306b\u5bfe\u3059\u308b\u30af\u30a8\u30ea\u3002Grafana\u3068\u304b\u3067\u5229\u7528\u3057\u3066\u3044\u308b<\/ul>\n<\/li>\n<\/ul>\n<p>&nbsp;<\/p>\n<ul class=\"post-ul\">alerting protocol \uff1a \u30a2\u30e9\u30fc\u30c8\u6a5f\u80fd\u306b\u95a2\u3059\u308b\u30d7\u30ed\u30c8\u30b3\u30eb\uff08\u5b9f\u8cea Alertmanager\u3068\u306e\u63a5\u7d9a\u306b\u95a2\u3059\u308b\u90e8\u5206\uff09<\/ul>\n<p>Prometheus\u5df2\u7ecf\u5b9e\u73b0\u4e86\u4e0e\u4e0a\u8ff0\u56db\u4e2a\u63a5\u53e3\u5bf9\u5e94\u7684\u529f\u80fd\uff0c\u4f46\u662f\u60a8\u53ef\u4ee5\u4f7f\u7528\u517c\u5bb9\u8fd9\u4e9b\u63a5\u53e3\u7684\u4ea7\u54c1\u6765\u66ff\u4ee3\u8fd9\u4e9b\u529f\u80fd\uff0c\u6216\u8005\u4f7f\u7528\u4e00\u4e2a\u5b8c\u5168\u652f\u6301\u6240\u6709\u63a5\u53e3\u7684\u4ea7\u54c1\u6765\u5b8c\u5168\u66ff\u4ee3Prometheus\u3002<\/p>\n<p>\u5728\u8fd9\u6b21&#8221;Google Cloud Managed Service for Prometheus&#8221;\u4e2d\uff0c\u5bf9\u4e8e4\u4e2a\u63a5\u53e3\u7684\u5904\u7406\u5982\u4e0b\u3002<\/p>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">exposition format \uff1a \u5404\u30af\u30e9\u30b9\u30bf\u306e\u5358\u4f4d\u3067\u7ba1\u7406<\/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\">\u5404\u30af\u30e9\u30b9\u30bf\u5185\u3067monitoring.googleapis.com\/v1alpha1\u3067\u8a2d\u5b9a<\/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\">remote write protocol \uff1a \u5404\u30af\u30e9\u30b9\u30bf\u306e\u5358\u4f4d\u3067\u7ba1\u7406(\u30e6\u30fc\u30b6\u304b\u3089\u306f\u96a0\u853d\u3055\u308c\u3066\u3044\u308b\u3088\u3046\u306b\u898b\u3048\u308b)<\/ul>\n<\/li>\n<\/ul>\n<p>PromQL : \u30d7\u30ed\u30b8\u30a7\u30af\u30c8\u5358\u4f4d\u3067\u7ba1\u7406<br \/>\n\u5404\u30af\u30e9\u30b9\u30bf\u3092\u6a2a\u65ad\u3057\u3066\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u64cd\u4f5c\u3067\u304d\u308b<br \/>\nalerting protocol \uff1a \u5404\u30af\u30e9\u30b9\u30bf\u306e\u5358\u4f4d\u3067\u7ba1\u7406<br \/>\n\u5404\u30af\u30e9\u30b9\u30bf\u5185\u3067monitoring.googleapis.com\/v1alpha1\u3067\u8a2d\u5b9a<\/p>\n<p>\u6211\u89c9\u5f97\u8fd9\u662f\u4e00\u4e2a\u8003\u8651\u5230\u53ea\u4f7f\u7528\u60f3\u8981\u7684\u90e8\u5206\u800c\u4e0d\u8003\u8651\u8fdc\u7a0b\u5199\u5165\u534f\u8bae\u7684\u670d\u52a1\u3002\u8bf7\u7559\u610f\u6bcf\u4e2a\u96c6\u7fa4\u5355\u72ec\u7ba1\u7406\u7684\u548c\u6bcf\u4e2a\u9879\u76ee\u7ba1\u7406\u7684\u4e24\u79cd\u65b9\u5f0f\u3002<\/p>\n<p>\u5982\u679c\u5f00\u53d1\u5e94\u7528\u7a0b\u5e8f\u7684\u4eba\u80fd\u591f\u5728OpenMetrics\u683c\u5f0f\u4e2d\u8f93\u51fa\u6307\u6807\uff0c\u5e76\u540c\u65f6\u90e8\u7f72podmonitorings.monitoring.googleapis.com\uff0c\u6211\u8ba4\u4e3a\u4f1a\u975e\u5e38\u65b9\u4fbf\u6613\u7528\u3002<\/p>\n<p>\u4e9a\u9a6c\u900a\u6258\u7ba1\u7684Prometheus\u670d\u52a1\u662f\u57fa\u4e8eCortex\u6784\u5efa\u7684\uff0c\u800c\u201c\u8c37\u6b4c\u4e91\u6258\u7ba1\u7684Prometheus\u670d\u52a1\u201d\u5219\u662f\u57fa\u4e8eMonarch\u6784\u5efa\u7684\u3002\u6211\u89c9\u5f97\u8fd9\u4e9b\u5dee\u5f02\u5728\u6bcf\u4e2a\u4e91\u4f9b\u5e94\u5546\u4e4b\u95f4\u90fd\u662f\u6709\u8da3\u7684\u3002<\/p>\n<p>\u8d77\u521d\uff0c\u867d\u7136\u5404\u5bb6\u4e91\u4f9b\u5e94\u5546\u90fd\u63d0\u4f9b\u4e86\u76d1\u63a7\u670d\u52a1\uff0c\u4f46\u8f6c\u800c\u63d0\u4f9b\u6258\u7ba1\u7684Prometheus\u670d\u52a1\u65b9\u5411\u7684\u51b3\u7b56\uff0c\u663e\u793a\u51fa\u5e02\u573a\u4e0a\u5bf9\u6b64\u7684\u8feb\u5207\u9700\u6c42\u3002<\/p>\n<p>\u5982\u679c\u5e02\u573a\u6574\u4f53\u671d\u7740\u8fd9\u4e2a\u65b9\u5411\u53d1\u5c55\uff0c\u4f5c\u4e3a\u7528\u6237\uff0c\u53ea\u8981\u610f\u8bc6\u5230\u4f7f\u7528OpenMetrics\u683c\u5f0f\u8f93\u51fa\u6307\u6807\uff0c\u5c31\u53ef\u4ee5\u5728\u4efb\u4f55\u73af\u5883\u4e2d\u4f7f\u7528PromQL\u8fdb\u884c\u64cd\u4f5c\uff0c\u8fd9\u6837\u5728\u5207\u6362\u73af\u5883\u65f6\u4e5f\u80fd\u51cf\u5c11\u5b66\u4e60\u6210\u672c\uff0c\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u597d\u8d8b\u52bf\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u4ee5\u4e0b\u662f\u5173\u4e8eGCP\u63d0\u4f9b\u7684\u201cGoogle Cloud Prometheus\u6258\u7ba1\u670d\u52a1\u201d\u7684\u7b80\u8981\u603b\u7ed3\u3002 \u4f7f\u7528Pro [&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-43273","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>\u5bf9\u4e8e\u300cGoogle\u4e91\u7ba1\u7406\u7684Prometheus\u670d\u52a1\u300d - 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\" href=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5bf9\u4e8e\u300cgoogle\u4e91\u7ba1\u7406\u7684prometheus\u670d\u52a1\u300d\/\" \/>\n<meta property=\"og:locale\" content=\"zh_CN\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"\u5bf9\u4e8e\u300cGoogle\u4e91\u7ba1\u7406\u7684Prometheus\u670d\u52a1\u300d\" \/>\n<meta property=\"og:description\" content=\"\u9996\u5148 \u4ee5\u4e0b\u662f\u5173\u4e8eGCP\u63d0\u4f9b\u7684\u201cGoogle Cloud Prometheus\u6258\u7ba1\u670d\u52a1\u201d\u7684\u7b80\u8981\u603b\u7ed3\u3002 \u4f7f\u7528Pro [&hellip;]\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.silicloud.com\/zh\/blog\/\u5bf9\u4e8e\u300cgoogle\u4e91\u7ba1\u7406\u7684prometheus\u670d\u52a1\u300d\/\" \/>\n<meta property=\"og:site_name\" content=\"Blog - Silicon Cloud\" \/>\n<meta property=\"article:published_time\" content=\"2023-11-21T00:00:59+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2024-04-30T13:49:35+00:00\" 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