{"id":43183,"date":"2023-12-23T19:28:47","date_gmt":"2023-10-27T03:55:09","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%98%be%e7%84%b6%ef%bc%8c%e5%88%a9%e7%94%a8kube-prometheus-stack%e5%af%b9ai%e7%9a%84%e5%85%ac%e5%bc%80%e6%a0%b7%e6%9c%ac%e8%bf%9b%e8%a1%8c%e7%9b%91%e8%a7%86%e3%80%82\/"},"modified":"2024-05-04T15:03:09","modified_gmt":"2024-05-04T07:03:09","slug":"%e6%98%be%e7%84%b6%ef%bc%8c%e5%88%a9%e7%94%a8kube-prometheus-stack%e5%af%b9ai%e7%9a%84%e5%85%ac%e5%bc%80%e6%a0%b7%e6%9c%ac%e8%bf%9b%e8%a1%8c%e7%9b%91%e8%a7%86%e3%80%82","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e6%98%be%e7%84%b6%ef%bc%8c%e5%88%a9%e7%94%a8kube-prometheus-stack%e5%af%b9ai%e7%9a%84%e5%85%ac%e5%bc%80%e6%a0%b7%e6%9c%ac%e8%bf%9b%e8%a1%8c%e7%9b%91%e8%a7%86%e3%80%82\/","title":{"rendered":"\u663e\u7136\uff0c\u5229\u7528kube-prometheus-stack\u5bf9AI\u7684\u516c\u5f00\u6837\u672c\u8fdb\u884c\u76d1\u89c6"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u6839\u636e\u4e0a\u6b21\u7684\u5b9e\u9a8c\uff0c\u663e\u7136 AI \u5728 Kubernetes \u4e0a\u8fdb\u884c\u4e86\u516c\u5f00\u6837\u672c\u7684\u6267\u884c\u3002\u8fd9\u6b21\u7ee7\u7eed\u8fdb\u884c\u5b9e\u9a8c\uff0c\u5c1d\u8bd5\u4f7f\u7528 kube-prometheus-stack \u76d1\u63a7\u5176\u7ed3\u679c\u3002<\/p>\n<p>\u6211\u5728prometheus\/grafana\u4e2d\u4f7f\u7528kube-prometheus-stack\u8fd9\u4e2a\u5f00\u6e90\u8f6f\u4ef6\u6765\u76d1\u63a7\u901a\u8fc7prometheus-community\u63d0\u4f9b\u7684Kubernetes\u8d44\u6e90\uff0c\u5e76\u4e14\u5b83\u8fd8\u9884\u5148\u5b9a\u4e49\u4e86\u8bb8\u591a\u7528\u4e8e\u53ef\u89c6\u5316\u7684\u4e13\u7528\u4eea\u8868\u677f\u3002\u5728\u8fd9\u4e9b\u4eea\u8868\u677f\u4e2d\uff0c\u6211\u8003\u8651\u662f\u5426\u53ef\u4ee5\u540c\u65f6\u76d1\u63a7Evidently AI\u7684\u516c\u5f00\u6837\u672c\u6307\u6807\u3002<\/p>\n<h1>\u7cfb\u7edf\u73af\u5883<\/h1>\n<ul class=\"post-ul\">\n<li style=\"list-style-type: none;\">\n<ul class=\"post-ul\">PC: Windows 11<\/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\">WSL2: Ubuntu 20.04<\/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 20.10.17<\/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\">Python 3.8.10<\/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\">Amazon Elastic Container Registry (ECR)<\/ul>\n<\/li>\n<\/ul>\n<p>AWS CLI\u304c\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3055\u308c\u3066\u3044\u308b\u3053\u3068\u304c\u5fc5\u8981\u3067\u3059\u3002<\/p>\n<p>\u8fd9\u6b21\u6211\u4eec\u4f7f\u7528ECR\u4f5c\u4e3aKubernetes\u83b7\u53d6Docker\u6620\u50cf\u7684\u6ce8\u518c\u8868\uff0c\u4f46\u662f\u60a8\u53ef\u4ee5\u4f7f\u7528\u53e6\u4e00\u4e2a\u5bb9\u5668\u6ce8\u518c\u8868\u6765\u66ff\u4ee3\u5b83\u3002<\/p>\n<h1>\u5efa\u9020\u6b65\u9aa4<\/h1>\n<p>\u4f5c\u4e3a\u524d\u63d0\uff0c\u9700\u8981\u786e\u4fdd Evidently AI \u516c\u5f00\u793a\u4f8b\u5df2\u5728 Kubernetes \u4e0a\u8fdb\u884c\u4e86\u5168\u9762\u7684\u6267\u884c\u3002<\/p>\n<h2>1. \u73af\u5883\u51c6\u5907\u5c31\u7eea\u3002<\/h2>\n<p>\u9996\u5148\uff0c\u542f\u52a8minikube\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># minikube\u306e\u8d77\u52d5<\/span>\r\nminikube start <span class=\"nt\">--kubernetes-version<\/span><span class=\"o\">=<\/span>v1.23.2 <span class=\"nt\">--memory<\/span><span class=\"o\">=<\/span>6g <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">--bootstrapper<\/span><span class=\"o\">=<\/span>kubeadm <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">--extra-config<\/span><span class=\"o\">=<\/span>kubelet.authentication-token-webhook<span class=\"o\">=<\/span><span class=\"nb\">true<\/span> <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">--extra-config<\/span><span class=\"o\">=<\/span>kubelet.authorization-mode<span class=\"o\">=<\/span>Webhook <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">--extra-config<\/span><span class=\"o\">=<\/span>scheduler.bind-address<span class=\"o\">=<\/span>0.0.0.0 <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">--extra-config<\/span><span class=\"o\">=<\/span>controller-manager.bind-address<span class=\"o\">=<\/span>0.0.0.0\r\n\r\n<span class=\"c\"># \u8a8d\u8a3c\u60c5\u5831\u306e\u8a2d\u5b9a\uff08\u65b0\u898f\u306bminikube\u30af\u30e9\u30b9\u30bf\u3092\u4f5c\u6210\u3057\u305f\u5834\u5408\uff09<\/span>\r\n<span class=\"c\"># ECR\u306b\u30a2\u30af\u30bb\u30b9\u3059\u308b\u305f\u3081\u306b\u8a2d\u5b9a\u3057\u307e\u3059\u3002\u5bfe\u8a71\u5f62\u5f0f\u3067AWS\u306e\u8a8d\u8a3c\u60c5\u5831\u3092\u5165\u529b\u3057\u307e\u3059\u3002<\/span>\r\nminikube addons configure registry-creds\r\n<span class=\"c\">#----- \u5bfe\u8a71\u5f62\u5f0f\u3067\u306e\u5165\u529b\uff08\u3053\u3053\u304b\u3089\uff09 -----<\/span>\r\nDo you want to <span class=\"nb\">enable <\/span>AWS Elastic Container Registry? <span class=\"o\">[<\/span>y\/n]: y\r\n<span class=\"nt\">--<\/span> Enter AWS Access Key ID: &lt;\u30a2\u30af\u30bb\u30b9\u30ad\u30fcID&gt;\r\n<span class=\"nt\">--<\/span> Enter AWS Secret Access Key: &lt;\u30b7\u30fc\u30af\u30ec\u30c3\u30c8\u30ad\u30fc&gt;\r\n<span class=\"nt\">--<\/span> <span class=\"o\">(<\/span>Optional<span class=\"o\">)<\/span> Enter AWS Session Token: &lt;\u7a7a\u306e\u307e\u307eEnter&gt;\r\n<span class=\"nt\">--<\/span> Enter AWS Region: &lt;\u30ea\u30fc\u30b8\u30e7\u30f3\u540d&gt;\r\n<span class=\"nt\">--<\/span> Enter 12 digit AWS Account ID <span class=\"o\">(<\/span>Comma separated list<span class=\"o\">)<\/span>: &lt;AWS\u30a2\u30ab\u30a6\u30f3\u30c8ID&gt;\r\n<span class=\"nt\">--<\/span> <span class=\"o\">(<\/span>Optional<span class=\"o\">)<\/span> Enter ARN of AWS role to assume: &lt;\u7a7a\u306e\u307e\u307eEnter&gt;\r\n<span class=\"c\"># \u3053\u308c\u4ee5\u964d\u306e\u8cea\u554f\u306f\u3059\u3079\u3066\"n\"\u3092\u5165\u529b<\/span>\r\n<span class=\"c\">#----- \u5bfe\u8a71\u5f62\u5f0f\u3067\u306e\u5165\u529b\uff08\u3053\u3053\u307e\u3067\uff09 -----<\/span>\r\n\r\n<span class=\"c\"># \u8a8d\u8a3c\u8a2d\u5b9a\u306e\u6709\u52b9\u5316<\/span>\r\nminikube addons <span class=\"nb\">enable <\/span>registry-creds\r\n<\/code><\/pre>\n<p>\u63a5\u4e0b\u6765\uff0c\u6211\u4eec\u8981\u5b89\u88c5kube-prometheus-stack\u3002\u5b89\u88c5\u9700\u8981\u4f7f\u7528helm\uff0c\u800chelm\u5219\u4f7f\u7528asdf\u6765\u8fdb\u884c\u51c6\u5907\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># helm\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\n<span class=\"c\"># \u5b89\u5b9a\u7248\u306e\u6700\u65b0\u30d0\u30fc\u30b8\u30e7\u30f3\u3092\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb\u3059\u308b<\/span>\r\nasdf plugin-add helm\r\nasdf list-all helm\r\nasdf <span class=\"nb\">install <\/span>helm 3.9.0\r\nasdf global helm 3.9.0\r\n\r\n<span class=\"c\"># Helm\u30ea\u30dd\u30b8\u30c8\u30ea\u60c5\u5831\u306e\u53d6\u5f97<\/span>\r\nhelm repo add prometheus-community https:\/\/prometheus-community.github.io\/helm-charts\r\nhelm repo update\r\n\r\n<span class=\"c\"># kube-prometheus-stack\u306e\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\nhelm upgrade kube-prometheus-stack prometheus-community\/kube-prometheus-stack <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--install<\/span> <span class=\"nt\">--version<\/span> 35.2.0 <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--namespace<\/span> prometheus <span class=\"nt\">--create-namespace<\/span> <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--set<\/span> grafana.ingress.enabled<span class=\"o\">=<\/span><span class=\"nb\">true<\/span> <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--set<\/span> grafana.ingress.ingressClassName<span class=\"o\">=<\/span>nginx <span class=\"se\">\\<\/span>\r\n    <span class=\"nt\">--wait<\/span>\r\n<\/code><\/pre>\n<h2>2. \u6dfb\u52a0 kube-prometheus-stack \u7684 ServiceMonitor<\/h2>\n<p>\u4e3a\u4e86\u4eceAI\u76d1\u63a7\u4e2d\u8ba1\u7b97\u7684\u6307\u6807\u4e2d\u8bfb\u53d6\uff0ckube-prometheus-stack\u9700\u8981\u8bbe\u7f6e\u4e00\u4e2a\u540d\u4e3aServiceMonitor\u7684\u81ea\u5b9a\u4e49\u8d44\u6e90\u3002\u56e0\u6b64\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u7528\u4e8e\u8fd9\u4e2a\u76ee\u7684\u7684\u6e05\u5355\u6587\u4ef6\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">monitoring.coreos.com\/v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">ServiceMonitor<\/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\">ai-monitor-clusterip<\/span>\r\n  <span class=\"na\">namespace<\/span><span class=\"pi\">:<\/span> <span class=\"s\">default<\/span>\r\n  <span class=\"na\">labels<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">release<\/span><span class=\"pi\">:<\/span> <span class=\"s\">kube-prometheus-stack<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">endpoints<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"pi\">-<\/span> <span class=\"na\">path<\/span><span class=\"pi\">:<\/span> <span class=\"s\">\/metrics<\/span>\r\n      <span class=\"na\">targetPort<\/span><span class=\"pi\">:<\/span> <span class=\"m\">8085<\/span>\r\n      <span class=\"na\">interval<\/span><span class=\"pi\">:<\/span> <span class=\"s\">10s<\/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\">ai-monitor-clusterip<\/span>\r\n<\/code><\/pre>\n<ul class=\"post-ul\">ai-monitor\u306e\u30a2\u30d7\u30ea\u306fPrometheus\u5411\u3051\u306b\/metrics\u306e\u30d1\u30b9\u3067\u30e1\u30c8\u30ea\u30af\u30b9\u3092\u53d6\u5f97\u3067\u304d\u308b\u53e3\u3092\u8a2d\u5b9a\u3057\u3066\u3044\u307e\u3059\u3002<\/ul>\n<h2>3. \u751f\u6210\u5404\u79cdKubernetes\u8d44\u6e90<\/h2>\n<p>\u751f\u6210Kubernetes\u8d44\u6e90\u3002\u8981\u6267\u884c\u4ee5\u4e0b\u547d\u4ee4\uff0c\u9700\u8981\u5728Kubernetes\u4e0a\u8fd0\u884cEvidently AI\u516c\u5f00\u793a\u4f8b\uff0c\u6267\u884c\u6b65\u9aa4\u5305\u62ec\u201c3. \u6784\u5efaAI\u76d1\u63a7\u7684Docker\u955c\u50cf\u5e76\u63a8\u9001\u5230ECR\u201d\u548c\u201c4. \u521b\u5efaKubernetes\u6e05\u5355\u6587\u4ef6\u201d\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># ai-monitor\u306e\u30ea\u30bd\u30fc\u30b9\u751f\u6210<\/span>\r\nkubectl apply <span class=\"nt\">-f<\/span> manifests\/depsvc_ai-monitor.yaml\r\n\r\n<span class=\"c\"># ServiceMonitor\u306e\u751f\u6210<\/span>\r\nkubectl apply <span class=\"nt\">-f<\/span> manifests\/servicemonitor_ai-monitor.yaml\r\n<\/code><\/pre>\n<h2>4. \u8fdb\u884c\u7aef\u53e3\u8f6c\u53d1<\/h2>\n<p>\u6211\u4eec\u5c06\u8fdb\u884c\u7aef\u53e3\u8f6c\u53d1\uff0c\u4ee5\u4fbf\u4eceMinikube\u7684\u5916\u90e8\u8fdb\u884c\u8bbf\u95ee\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># prometheus\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\uff08\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\uff09<\/span>\r\nkubectl <span class=\"nt\">--namespace<\/span> prometheus port-forward svc\/kube-prometheus-stack-prometheus <span class=\"nt\">--address<\/span> 0.0.0.0 9090:9090 <span class=\"o\">&gt;<\/span>\/dev\/null &amp;\r\n<span class=\"c\"># grafana\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\uff08\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\uff09<\/span>\r\nkubectl <span class=\"nt\">--namespace<\/span> prometheus port-forward svc\/kube-prometheus-stack-grafana <span class=\"nt\">--address<\/span> 0.0.0.0 3000:80 <span class=\"o\">&gt;<\/span>\/dev\/null &amp;\r\n<span class=\"c\"># ai-monitor\u306e\u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\uff08\u30d0\u30c3\u30af\u30b0\u30e9\u30a6\u30f3\u30c9\u5b9f\u884c\uff09<\/span>\r\nkubectl port-forward svc\/ai-monitor-clusterip <span class=\"nt\">--address<\/span> 0.0.0.0 8085 <span class=\"o\">&gt;<\/span>\/dev\/null &amp;\r\n<\/code><\/pre>\n<h2>5. \u53d1\u9001\u6570\u636e\u5e76\u786e\u8ba4\u4eea\u8868\u677f<\/h2>\n<p>\u4ece\u5ba2\u6237\u7aef\u53d1\u9001\u6570\u636e\uff0c\u5e76\u5728Grafana\u4eea\u8868\u76d8\u4e0a\u786e\u8ba4\u7ed3\u679c\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># Evidently AI\u30b5\u30f3\u30d7\u30eb\u306e\u30d5\u30a9\u30eb\u30c0\u306b\u79fb\u52d5<\/span>\r\n<span class=\"nb\">cd <\/span>evidently\/examples\/integrations\/grafana_monitoring_service\r\n\r\n<span class=\"c\"># \u30c7\u30fc\u30bf\u9001\u4fe1\u306eClient App\u5b9f\u884c<\/span>\r\n<span class=\"c\"># \u3053\u308c\u3092\u5b9f\u884c\u3059\u308b\u30682\u79d2\u9593\u9694\u3067\u9023\u7d9a\u7684\u306b\u30c7\u30fc\u30bf\u9001\u4fe1\u3059\u308b\u51e6\u7406\u304c\u7d0420\u5206\u9593\u52d5\u304d\u307e\u3059\u3002<\/span>\r\npython scripts\/example_run_request.py\r\n<\/code><\/pre>\n<p>\u4e00\u65e6\u6570\u636e\u53d1\u9001\u5f00\u59cb\u540e\uff0c\u8bbf\u95eeGrafana\u4eea\u8868\u677f\u7684\u7f51\u5740 http\/\/localhost:3000\u3002<br \/>\n\u5728kube-prometheus-stack\u4e2d\uff0cGrafana\u7684\u7ba1\u7406\u5458\u7528\u6237\u5bc6\u7801\u662f\u901a\u8fc7Kubernetes\u7684Secret\u8fdb\u884c\u5355\u72ec\u8bbe\u7f6e\u7684\u3002\u53ef\u4ee5\u7528\u4ee5\u4e0b\u547d\u4ee4\u786e\u8ba4\u5bc6\u7801\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># grafana\u306eadmin\u30e6\u30fc\u30b6\u306e\u30d1\u30b9\u30ef\u30fc\u30c9\u78ba\u8a8d<\/span>\r\nkubectl get secret kube-prometheus-stack-grafana <span class=\"nt\">-n<\/span> prometheus <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">-o<\/span> <span class=\"nv\">jsonpath<\/span><span class=\"o\">=<\/span><span class=\"s1\">'{.data.admin-password}'<\/span> | <span class=\"nb\">base64<\/span> <span class=\"nt\">--decode<\/span><span class=\"p\">;<\/span> <span class=\"nb\">echo<\/span>\r\n<\/code><\/pre>\n<p>\u5728\u767b\u5f55 Grafana \u540e\uff0c\u4ece\u83dc\u5355\u4e2d\u9009\u62e9 Create &gt; Import\u3002<\/p>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d513a37434c4406cc9357\/29-0.png\" alt=\"sub004-01.png\" \/><\/div>\n<p>\u8bf7\u5c06\u4f4d\u4e8e\u8fd9\u91cc\u7684json\u6587\u4ef6\u7c98\u8d34\u5230evidently\/examples\/integrations\/grafana_monitoring_service\/dashboards\u6587\u4ef6\u5939\u4e2d\uff0c\u5e76\u52a0\u8f7d\u5b83\u3002<br \/>\n\u5728\u6b64\u8fc7\u7a0b\u4e2d\uff0c\u8bf7\u5220\u9664json\u6587\u4ef6\u4e2d\u7684UID\u90e8\u5206\u7684\u63cf\u8ff0\uff08\u53ef\u80fd\u6709\u591a\u4e2a\u5730\u65b9\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code>          <span class=\"nl\">\"datasource\"<\/span><span class=\"p\">:<\/span> <span class=\"p\">{<\/span>\r\n            <span class=\"nl\">\"type\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"prometheus\"<\/span><span class=\"p\">,<\/span>\r\n            <span class=\"nl\">\"uid\"<\/span><span class=\"p\">:<\/span> <span class=\"s2\">\"PBFA97CFB590B2093\"<\/span>    <span class=\"err\">\u2190<\/span> <span class=\"err\">\u3053\u306e\u90e8\u5206\u3092\u524a\u9664\u3002\u8907\u6570\u500b\u6240\u3042\u308b\u306e\u3067\u305d\u308c\u305e\u308c\u524a\u9664\u3057\u307e\u3059\u3002<\/span>\r\n          <span class=\"p\">}<\/span><span class=\"err\">,<\/span>\r\n<\/code><\/pre>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d513a37434c4406cc9357\/32-0.png\" alt=\"sub004-02.png\" \/><\/div>\n<div><img decoding=\"async\" class=\"post-images\" title=\"\" src=\"https:\/\/cdn.silicloud.com\/blog-img\/blog\/img\/657d513a37434c4406cc9357\/33-0.png\" alt=\"sub004-03.png\" \/><\/div>\n<h2>\u5b8c\u6210\u548c\u522a\u9664\u6b65\u9a5f<\/h2>\n<p>\u6211\u4eec\u5c06\u5bf9\u6b64\u6b21\u521b\u5efa\u7684\u8d44\u6e90\u8fdb\u884c\u7ed3\u675f\u548c\u5220\u9664\uff0c\u5177\u4f53\u64cd\u4f5c\u5982\u4e0b\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"c\"># \u30dd\u30fc\u30c8\u30d5\u30a9\u30ef\u30fc\u30c9\u306e\u7d42\u4e86<\/span>\r\n<span class=\"c\"># job\u756a\u53f7\u306f\u5b9f\u969b\u306e\u6570\u5024\u306b\u5909\u66f4\u3057\u3066\u304f\u3060\u3055\u3044<\/span>\r\n<span class=\"nb\">jobs\r\nkill<\/span> %1\r\n<span class=\"nb\">kill<\/span> %2\r\n<span class=\"nb\">kill<\/span> %3\r\n\r\n<span class=\"c\"># kubernetes\u30ea\u30bd\u30fc\u30b9\u306e\u524a\u9664<\/span>\r\n<span class=\"nb\">cd<\/span> ~\r\nkubectl delete <span class=\"nt\">-f<\/span> manifests\/depsvc_ai-monitor.yaml <span class=\"se\">\\<\/span>\r\n  <span class=\"nt\">-f<\/span> manifests\/servicemonitor_ai-monitor.yaml\r\n\r\n<span class=\"c\"># kube-prometheus-stack\u306e\u30a2\u30f3\u30a4\u30f3\u30b9\u30c8\u30fc\u30eb<\/span>\r\nhelm uninstall kube-prometheus-stack <span class=\"nt\">-n<\/span> prometheus\r\n\r\n<span class=\"c\"># minikube\u306e\u505c\u6b62<\/span>\r\nminikube stop\r\n<\/code><\/pre>\n<h2>\u6700\u540e<\/h2>\n<p>kube-prometheus-stack\u7684\u5b89\u88c5\u5373\u53ef\u7acb\u5373\u4f7f\u7528\uff0c\u975e\u5e38\u65b9\u4fbf\u3002\u53ea\u9700\u6dfb\u52a0ServiceMonitor\u5373\u53ef\u83b7\u53d6\u5e94\u7528\u7a0b\u5e8f\u7684\u6307\u6807\uff0c\u56e0\u6b64\u53ef\u4ee5\u540c\u65f6\u8fdb\u884c\u57fa\u7840\u8bbe\u65bd\u76d1\u63a7\u548c\u5e94\u7528\u7a0b\u5e8f\u76d1\u63a7\uff0c\u975e\u5e38\u597d\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u9996\u5148 \u6839\u636e\u4e0a\u6b21\u7684\u5b9e\u9a8c\uff0c\u663e\u7136 AI \u5728 Kubernetes \u4e0a\u8fdb\u884c\u4e86\u516c\u5f00\u6837\u672c\u7684\u6267\u884c\u3002\u8fd9\u6b21\u7ee7\u7eed\u8fdb\u884c\u5b9e\u9a8c\uff0c\u5c1d\u8bd5\u4f7f\u7528 [&hellip;]<\/p>\n","protected":false},"author":5,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[],"class_list":["post-43183","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>\u663e\u7136\uff0c\u5229\u7528kube-prometheus-stack\u5bf9AI\u7684\u516c\u5f00\u6837\u672c\u8fdb\u884c\u76d1\u89c6 - 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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