{"id":33368,"date":"2024-01-07T08:35:40","date_gmt":"2023-07-30T16:09:48","guid":{"rendered":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%aa%8c%e8%af%81kubernetes%e6%b0%b4%e5%b9%b3pod%e8%87%aa%e5%8a%a8%e7%bc%a9%e6%94%be%e5%99%a8%e7%9a%84%e6%93%8d%e4%bd%9c\/"},"modified":"2024-05-04T17:15:38","modified_gmt":"2024-05-04T09:15:38","slug":"%e9%aa%8c%e8%af%81kubernetes%e6%b0%b4%e5%b9%b3pod%e8%87%aa%e5%8a%a8%e7%bc%a9%e6%94%be%e5%99%a8%e7%9a%84%e6%93%8d%e4%bd%9c","status":"publish","type":"post","link":"https:\/\/www.silicloud.com\/zh\/blog\/%e9%aa%8c%e8%af%81kubernetes%e6%b0%b4%e5%b9%b3pod%e8%87%aa%e5%8a%a8%e7%bc%a9%e6%94%be%e5%99%a8%e7%9a%84%e6%93%8d%e4%bd%9c\/","title":{"rendered":"\u9a8c\u8bc1[Kubernetes]\u6c34\u5e73Pod\u81ea\u52a8\u7f29\u653e\u5668\u7684\u64cd\u4f5c"},"content":{"rendered":"<h1>\u9996\u5148<\/h1>\n<p>\u8fd9\u91cc\u6211\u4eec\u60f3\u786e\u8ba4\u4e00\u4e0bHorizontal Pod Autoscaler\u7684\u8fd0\u4f5c\u60c5\u51b5\u3002Horizontal Pod Autoscaler\u662f\u4e00\u79cd\u6839\u636eCPU\u8d1f\u8f7d\u7b49\u60c5\u51b5\u81ea\u52a8\u6269\u5c55\uff08\u589e\u52a0\uff09replication controller\/deployment\/replica set \/stateful set\u7684\u526f\u672c\u6570\u91cf\u7684\u529f\u80fd\u3002<\/p>\n<h1>\uff08\u4ec5\u4f9b\u53c2\u8003\uff09\u5927\u89c4\u6a21\u6269\u5c55\u548c\u589e\u52a0\u89c4\u6a21<\/h1>\n<p>\u5f53\u8981\u63d0\u9ad8\u670d\u52a1\u5668\u6027\u80fd\u65f6\uff0c\u4e3b\u8981\u6709\u4e24\u79cd\u65b9\u5f0f\uff1a\u6a2a\u5411\u6269\u5c55\uff08Scale-out\uff09\u548c\u7eb5\u5411\u6269\u5c55\uff08Scale-up\uff09\u3002<\/p>\n<h2>\u89c4\u6a21\u6269\u5927<\/h2>\n<p>\u6269\u5c55\u89c4\u6a21\u5e38\u88ab\u79f0\u4e3a\u201c\u6a2a\u5411\u6269\u5c55\u201d\u3002\u901a\u5e38\u901a\u8fc7\u589e\u52a0\u670d\u52a1\u5668\u6570\u91cf\u6765\u5206\u6563\u8d1f\u8f7d\uff0c\u4ece\u800c\u63d0\u9ad8\u7cfb\u7edf\u7684\u201c\u541e\u5410\u91cf\u201d\u3002<br \/>\n\u541e\u5410\u91cf\u662f\u6307\u5728\u4e00\u5b9a\u65f6\u95f4\u5185\u80fd\u591f\u5904\u7406\u591a\u5c11\u4e2a\u8fdb\u7a0b\u3002<\/p>\n<p>\u6c34\u5e73Pod\u81ea\u52a8\u7f29\u653e\u5668\u662f\u4e00\u79cd\u80fd\u591f\u6269\u5c55\u7684\u529f\u80fd\u3002<\/p>\n<h2>\u6269\u5927\u89c4\u6a21<\/h2>\n<p>\u5728\u6c49\u8bed\u4e2d\uff0c\u300c\u6269\u5927\u89c4\u6a21\u300d\u4e5f\u53ef\u4ee5\u79f0\u4e3a\u300c\u7eb5\u5411\u6269\u5c55\u300d\u3002\u901a\u5e38\u60c5\u51b5\u4e0b\uff0c\u901a\u8fc7\u5c06CPU\u5347\u7ea7\u4e3a\u66f4\u9ad8\u6027\u80fd\uff08\u9891\u7387\u66f4\u9ad8\uff09\u7684\u7248\u672c\uff0c\u53ef\u4ee5\u63d0\u9ad8\u7cfb\u7edf\u7684\u300c\u54cd\u5e94\u901f\u5ea6\u300d\u3002<br \/>\n\u6240\u8c13\u7684\u300c\u54cd\u5e94\u901f\u5ea6\u300d\u662f\u6307\u7cfb\u7edf\u80fd\u591f\u591a\u5feb\u5730\u5904\u7406\u4e00\u4e2a\u8fdb\u7a0b\u3002<\/p>\n<h1>\u524d\u63d0\u6761\u4ef6 ( t\u00ed<\/h1>\n<p>\u8981\u4f7f\u7528Horizontal Pod Autoscaler\uff0c\u5fc5\u987b\u9884\u5148\u90e8\u7f72metrics-server\u3002<\/p>\n<blockquote><p>\u5728\u96c6\u7fa4\u4e2d\u90e8\u7f72\u6307\u6807\u670d\u52a1\u5668\u76d1\u63a7\u4ee5\u901a\u8fc7\u8d44\u6e90\u6307\u6807 API \u63d0\u4f9b\u6307\u6807\uff0c\u56e0\u4e3a\u6c34\u5e73 Pod \u81ea\u52a8\u4f38\u7f29\u5668\u4f7f\u7528\u8be5 API \u6536\u96c6\u6307\u6807\u3002<\/p>\n<p>\u5f00\u59cb\u4e4b\u524d<\/p><\/blockquote>\n<p>\u4ee5\u4e0b\u662f\u5982\u4f55\u6784\u5efa metrics-server \u7684\u6307\u5357\uff0c\u8bf7\u53c2\u8003\u3002<\/p>\n<h1>\u521b\u5efa\u90e8\u7f72\/\u670d\u52a1<\/h1>\n<p>\u9996\u5148\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2aDeployment\u4ee5\u53ca\u4e00\u4e2a\u7528\u4e8e\u4e0e\u5916\u90e8\u8fde\u63a5\u7684Service\uff0c\u8fd9\u91cc\u6211\u4eec\u5c06\u521b\u5efa\u4e00\u4e2aLoadBalancer\u3002<br \/>\n\u8bf7\u5e94\u7528\u4ee5\u4e0b\u6e05\u5355\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Service<\/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\">load-balancer<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">load-balancer<\/span>\r\n    <span class=\"na\">port<\/span><span class=\"pi\">:<\/span> <span class=\"m\">8080<\/span>\r\n    <span class=\"na\">protocol<\/span><span class=\"pi\">:<\/span> <span class=\"s\">TCP<\/span>\r\n    <span class=\"na\">targetPort<\/span><span class=\"pi\">:<\/span> <span class=\"m\">80<\/span>\r\n    <span class=\"na\">nodePort<\/span><span class=\"pi\">:<\/span> <span class=\"m\">30002<\/span>\r\n  <span class=\"na\">selector<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">app<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nginx-dep<\/span>\r\n  <span class=\"na\">type<\/span><span class=\"pi\">:<\/span> <span class=\"s\">LoadBalancer<\/span>\r\n<span class=\"nn\">---<\/span>\r\n<span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">apps\/v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Deployment<\/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\">nginx<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">replicas<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/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\">nginx-dep<\/span>\r\n  <span class=\"na\">template<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">metadata<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">labels<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"na\">app<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nginx-dep<\/span>\r\n    <span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n      <span class=\"na\">containers<\/span><span class=\"pi\">:<\/span>\r\n        <span class=\"pi\">-<\/span> <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nginx<\/span>\r\n          <span class=\"na\">image<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nginx:latest<\/span>\r\n          <span class=\"na\">ports<\/span><span class=\"pi\">:<\/span>\r\n            <span class=\"pi\">-<\/span> <span class=\"na\">containerPort<\/span><span class=\"pi\">:<\/span> <span class=\"m\">80<\/span>\r\n          <span class=\"na\">resources<\/span><span class=\"pi\">:<\/span>\r\n            <span class=\"na\">requests<\/span><span class=\"pi\">:<\/span>\r\n              <span class=\"na\">cpu<\/span><span class=\"pi\">:<\/span> <span class=\"s\">100m<\/span>\r\n            <span class=\"na\">limits<\/span><span class=\"pi\">:<\/span>\r\n              <span class=\"na\">cpu<\/span><span class=\"pi\">:<\/span> <span class=\"s\">300m<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>$ kubectl apply -f nginx-hpa.yaml\r\nservice\/load-balancer created\r\ndeployment.apps\/nginx created\r\n$ kubectl get svc\r\nNAME            TYPE           CLUSTER-IP      EXTERNAL-IP    PORT(S)          AGE\r\nkubernetes      ClusterIP      10.96.0.1       &lt;none&gt;         443\/TCP          93d\r\nload-balancer   LoadBalancer   10.97.254.155   10.20.30.150   8080:30002\/TCP   26s\r\n$ kubectl get pod\r\nNAME                     READY   STATUS    RESTARTS   AGE\r\nnginx-65585fc7c9-fb92v   1\/1     Running   0          31s\r\n<\/code><\/pre>\n<h1>\u521b\u5efa\u6c34\u5e73Pod\u81ea\u52a8\u7f29\u653e\u5668<\/h1>\n<p>\u5bf9\u4e8e\u4e0a\u8ff0\u521b\u5efa\u7684Deployment\uff0c\u6211\u4eec\u5c06\u521b\u5efa\u4ee5\u4e0b\u7684\u6c34\u5e73Pod\u81ea\u52a8\u5316\u7f29\u653e\u5668\u3002\u4e3a\u4e86\u65b9\u4fbf\u7f29\u653e\uff0c\u8fd9\u6b21\u6211\u4eec\u5c06\u9608\u503c\u8bbe\u5f97\u6bd4\u8f83\u4f4e\uff0825%\uff09\u3002<\/p>\n<pre class=\"post-pre\"><code><span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">autoscaling\/v1<\/span>\r\n<span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">HorizontalPodAutoscaler<\/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\">nginx-hpa<\/span>\r\n<span class=\"na\">spec<\/span><span class=\"pi\">:<\/span>\r\n  <span class=\"na\">scaleTargetRef<\/span><span class=\"pi\">:<\/span>\r\n    <span class=\"na\">apiVersion<\/span><span class=\"pi\">:<\/span> <span class=\"s\">apps\/v1<\/span>\r\n    <span class=\"na\">kind<\/span><span class=\"pi\">:<\/span> <span class=\"s\">Deployment<\/span>\r\n    <span class=\"na\">name<\/span><span class=\"pi\">:<\/span> <span class=\"s\">nginx<\/span>\r\n  <span class=\"na\">minReplicas<\/span><span class=\"pi\">:<\/span> <span class=\"m\">1<\/span>\r\n  <span class=\"na\">maxReplicas<\/span><span class=\"pi\">:<\/span> <span class=\"m\">10<\/span>\r\n  <span class=\"na\">targetCPUUtilizationPercentage<\/span><span class=\"pi\">:<\/span> <span class=\"m\">25<\/span>\r\n<\/code><\/pre>\n<pre class=\"post-pre\"><code>$ kubectl apply -f hpa.yaml\r\nhorizontalpodautoscaler.autoscaling\/nginx-hpa created\r\n$ kubectl get horizontalpodautoscalers.autoscaling\r\nNAME        REFERENCE          TARGETS   MINPODS   MAXPODS   REPLICAS   AGE\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        1          59s\r\n<\/code><\/pre>\n<p>\u987a\u4fbf\u8bf4\u4e00\u4e0b\uff0cDeployment\u9700\u8981\u8bbe\u7f6elimits\/requests\u3002\u5982\u679c\u672a\u8fdb\u884c\u8bbe\u7f6e\uff0c\u5219TARGETS\u7684\u503c\u5c06\u53d8\u4e3a\uff0c\u5373\u4f7f\u8d1f\u8f7d\u589e\u52a0\u4e5f\u65e0\u6cd5\u8fdb\u884c\u6269\u5c55\uff0c\u8bf7\u6ce8\u610f\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl get hpa\r\nNAME        REFERENCE          TARGETS         MINPODS   MAXPODS   REPLICAS   AGE\r\nnginx-hpa   Deployment\/nginx   &lt;unknown&gt;\/25%   2         10        2          12m\r\n$ kubectl describe horizontalpodautoscalers.autoscaling nginx-hpa\r\nName:                                                  nginx-hpa\r\n\u30fb\u30fb\u30fb\r\nEvents:\r\n  Type     Reason                        Age                 From                       Message\r\n  ----     ------                        ----                ----                       -------\r\n  Warning  FailedComputeMetricsReplicas  18m (x12 over 21m)  horizontal-pod-autoscaler  invalid metrics (1 invalid out of 1), first error is: failed to get cpu utilization: missing request for cpu\r\n  Warning  FailedGetResourceMetric       72s (x81 over 21m)  horizontal-pod-autoscaler  missing request for cpu\r\n<\/code><\/pre>\n<h1>\u786e\u8ba4\u52a8\u4f5c<\/h1>\n<p>\u90a3\u4e48\uff0c\u6211\u4eec\u5c06\u5b9e\u9645\u8fdb\u884c\u8d1f\u8f7d\u6d4b\u8bd5\u6765\u9a8c\u8bc1\u5176\u53ef\u6269\u5c55\u6027\u3002<\/p>\n<p>\u901a\u8fc7\u8d1f\u8f7d\u5747\u8861\u5668\u4ece\u5916\u90e8\u65e0\u9650\u53d1\u9001HTTP\u8bf7\u6c42\u5230\u5bb9\u5668\u3002\u8fd9\u5c31\u662f\u62d2\u7edd\u670d\u52a1\u653b\u51fb\u3002<\/p>\n<pre class=\"post-pre\"><code>[client]$ while true; do curl -s http:\/\/10.20.30.150:8080 &gt; \/dev\/null ;done\r\n<\/code><\/pre>\n<p>\u6211\u5011\u6703\u5728\u53e6\u4e00\u500b\u7d42\u7aef\u4e2d\u78ba\u8a8d\u7576\u6642\u7684\u8ca0\u8f09\u72c0\u6cc1\u548c\u76f8\u61c9\u7684\u7e2e\u653e\u60c5\u6cc1\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl get horizontalpodautoscalers.autoscaling -w\r\nNAME        REFERENCE          TARGETS   MINPODS   MAXPODS   REPLICAS   AGE\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        1          2m52s\r\nnginx-hpa   Deployment\/nginx   44%\/25%   1         10        1          3m33s\r\nnginx-hpa   Deployment\/nginx   44%\/25%   1         10        2          3m48s\r\nnginx-hpa   Deployment\/nginx   40%\/25%   1         10        2          4m34s\r\nnginx-hpa   Deployment\/nginx   40%\/25%   1         10        4          4m49s\r\nnginx-hpa   Deployment\/nginx   19%\/25%   1         10        4          5m34s\r\nnginx-hpa   Deployment\/nginx   18%\/25%   1         10        4          6m35s\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        4          7m36s\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        4          11m\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        3          11m\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        3          12m\r\nnginx-hpa   Deployment\/nginx   0%\/25%    1         10        1          12m\r\n<\/code><\/pre>\n<p>\u5f53CPU\u8d1f\u8f7d\u8d85\u8fc7\u9608\u503c\u768425%\u65f6\uff0c\u6211\u4eec\u53ef\u4ee5\u770b\u5230\u5b83\u589e\u52a0\u4e86\u526f\u672c\u4ee5\u5206\u6563\u8d1f\u8f7d\u3002<br \/>\n\u7531\u4e8e\u8d1f\u8f7d\u6e90\u7684\u8d44\u6e90\u4e0d\u8db3\uff0c\u56e0\u6b64\u5b83\u53ea\u80fd\u6269\u5c55\u52304\u4e2a\u3002<\/p>\n<p>\u5982\u679c\u6709\u591a\u4e2a\u5bb9\u5668\uff0c\u8fd9\u6b21\u662f\u4e00\u4e2aPod\/\u4e00\u4e2a\u5bb9\u5668\uff0c\u90a3\u4e48\u5c06\u4ee5Pod\u5185\u6240\u6709\u5bb9\u5668\u7684\u5e73\u5747\u503c\u4f5c\u4e3a\u5bf9\u8c61\u3002<\/p>\n<p>\u505c\u6b62\u8d1f\u8f7d\uff0c\u526f\u672c\u4e5f\u51cf\u5c11\uff0c\u6700\u7ec8\u6062\u590d\u52301\u4e2a\u3002<\/p>\n<p>\u6211\u5728\u53e6\u4e00\u4e2a\u7ec8\u7aef\u4e2d\u786e\u8ba4\u4e86Pod\u7684\u589e\u51cf\u60c5\u51b5\u3002\u867d\u7136\u6709\u4e9b\u96be\u4ee5\u7406\u89e3\uff0c\u4f46\u53ef\u4ee5\u770b\u51faPod\u6839\u636e\u8d1f\u8f7d\u8fdb\u884c\u90e8\u7f72\uff0c\u5e76\u5728\u505c\u6b62\u8d1f\u8f7d\u65f6\u88ab\u5220\u9664\u3002<\/p>\n<pre class=\"post-pre\"><code>$ kubectl get pod -w\r\nNAME                     READY   STATUS    RESTARTS   AGE\r\nnginx-65585fc7c9-w8p92   1\/1     Running   1          7h7m\r\nnginx-65585fc7c9-fh6vm   0\/1     Pending   0          0s\r\nnginx-65585fc7c9-fh6vm   0\/1     Pending   0          0s\r\nnginx-65585fc7c9-fh6vm   0\/1     ContainerCreating   0          0s\r\nnginx-65585fc7c9-fh6vm   0\/1     ContainerCreating   0          1s\r\nnginx-65585fc7c9-fh6vm   1\/1     Running             0          6s\r\nnginx-65585fc7c9-xbb9n   0\/1     Pending             0          0s\r\nnginx-65585fc7c9-xbb9n   0\/1     Pending             0          0s\r\nnginx-65585fc7c9-c56nb   0\/1     Pending             0          0s\r\nnginx-65585fc7c9-c56nb   0\/1     Pending             0          0s\r\nnginx-65585fc7c9-xbb9n   0\/1     ContainerCreating   0          0s\r\nnginx-65585fc7c9-c56nb   0\/1     ContainerCreating   0          0s\r\nnginx-65585fc7c9-c56nb   0\/1     ContainerCreating   0          1s\r\nnginx-65585fc7c9-xbb9n   0\/1     ContainerCreating   0          1s\r\nnginx-65585fc7c9-xbb9n   1\/1     Running             0          5s\r\nnginx-65585fc7c9-c56nb   1\/1     Running             0          6s\r\nnginx-65585fc7c9-c56nb   1\/1     Terminating         0          6m50s\r\nnginx-65585fc7c9-c56nb   0\/1     Terminating         0          6m51s\r\nnginx-65585fc7c9-c56nb   0\/1     Terminating         0          6m52s\r\nnginx-65585fc7c9-c56nb   0\/1     Terminating         0          6m52s\r\nnginx-65585fc7c9-fh6vm   1\/1     Terminating         0          8m52s\r\nnginx-65585fc7c9-xbb9n   1\/1     Terminating         0          7m51s\r\nnginx-65585fc7c9-fh6vm   0\/1     Terminating         0          8m53s\r\nnginx-65585fc7c9-xbb9n   0\/1     Terminating         0          7m52s\r\nnginx-65585fc7c9-xbb9n   0\/1     Terminating         0          7m53s\r\nnginx-65585fc7c9-xbb9n   0\/1     Terminating         0          7m53s\r\nnginx-65585fc7c9-fh6vm   0\/1     Terminating         0          8m54s\r\nnginx-65585fc7c9-fh6vm   0\/1     Terminating         0          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