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Kubernetes without pod metrics

由 旧城冷巷雨未停 提交于 2020-12-08 04:44:26

问题


I´m trying to deploy metrics to kubernetes and something really strange is happening, I have one worker and one master. I have the following pods list:

NAMESPACE     NAME                                              READY   STATUS    RESTARTS   AGE     IP               NODE                      NOMINATED NODE   READINESS GATES
default       php-apache-774ff9d754-d7vp9                       1/1     Running   0          2m43s   192.168.77.172   master-node               <none>           <none>
kube-system   calico-kube-controllers-6b9d4c8765-x7pql          1/1     Running   2          4h11m   192.168.77.130   master-node               <none>           <none>
kube-system   calico-node-d4rnh                                 0/1     Running   1          4h11m   10.221.194.166   master-node               <none>           <none>
kube-system   calico-node-hwkmd                                 0/1     Running   1          4h11m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   coredns-6955765f44-kf4dr                          1/1     Running   1          4h20m   192.168.178.65   free5gc-virtual-machine   <none>           <none>
kube-system   coredns-6955765f44-s58rf                          1/1     Running   1          4h20m   192.168.178.66   free5gc-virtual-machine   <none>           <none>
kube-system   etcd-free5gc-virtual-machine                      1/1     Running   1          4h21m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   kube-apiserver-free5gc-virtual-machine            1/1     Running   1          4h21m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   kube-controller-manager-free5gc-virtual-machine   1/1     Running   1          4h21m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   kube-proxy-brvdg                                  1/1     Running   1          4h19m   10.221.194.166   master-node               <none>           <none>
kube-system   kube-proxy-lfzjw                                  1/1     Running   1          4h20m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   kube-scheduler-free5gc-virtual-machine            1/1     Running   1          4h21m   10.221.195.58    free5gc-virtual-machine   <none>           <none>
kube-system   metrics-server-86c6d8b9bf-p2hh8                   1/1     Running   0          2m43s   192.168.77.171   master-node               <none>           <none>

When I try to get the metrics I see the following:

NAME         REFERENCE               TARGETS         MINPODS   MAXPODS   REPLICAS   AGE
php-apache   Deployment/php-apache   <unknown>/50%   1         10        1          3m58s
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$ kubectl top nodes
Error from server (ServiceUnavailable): the server is currently unable to handle the request (get nodes.metrics.k8s.io)
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$ kubectl top pods --all-namespaces
Error from server (ServiceUnavailable): the server is currently unable to handle the request (get pods.metrics.k8s.io)

Lastly, I see the log (v=6) the output of metrics-server:

free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$ kubectl logs metrics-server-86c6d8b9bf-p2hh8  -n kube-system
I0206 18:16:18.657605       1 serving.go:273] Generated self-signed cert (/tmp/apiserver.crt, /tmp/apiserver.key)
I0206 18:16:19.367356       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 7 milliseconds
I0206 18:16:19.370573       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
I0206 18:16:19.373245       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
I0206 18:16:19.375024       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
[restful] 2020/02/06 18:16:19 log.go:33: [restful/swagger] listing is available at https://:4443/swaggerapi
[restful] 2020/02/06 18:16:19 log.go:33: [restful/swagger] https://:4443/swaggerui/ is mapped to folder /swagger-ui/
I0206 18:16:19.421207       1 healthz.go:83] Installing healthz checkers:"ping", "poststarthook/generic-apiserver-start-informers", "healthz"
I0206 18:16:19.421641       1 serve.go:96] Serving securely on [::]:4443
I0206 18:16:19.421873       1 reflector.go:202] Starting reflector *v1.Pod (0s) from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421891       1 reflector.go:240] Listing and watching *v1.Pod from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421914       1 reflector.go:202] Starting reflector *v1.Node (0s) from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421929       1 reflector.go:240] Listing and watching *v1.Node from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.423052       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/nodes?limit=500&resourceVersion=0 200 OK in 1 milliseconds
I0206 18:16:19.424261       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/pods?limit=500&resourceVersion=0 200 OK in 2 milliseconds
I0206 18:16:19.425586       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/nodes?resourceVersion=38924&timeoutSeconds=481&watch=true 200 OK in 0 milliseconds
I0206 18:16:19.433545       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/pods?resourceVersion=39246&timeoutSeconds=582&watch=true 200 OK in 0 milliseconds
I0206 18:16:49.388514       1 manager.go:99] Beginning cycle, collecting metrics...
I0206 18:16:49.388598       1 manager.go:95] Scraping metrics from 2 sources
I0206 18:16:49.395742       1 manager.go:120] Querying source: kubelet_summary:free5gc-virtual-machine
I0206 18:16:49.400574       1 manager.go:120] Querying source: kubelet_summary:master-node
I0206 18:16:49.413751       1 round_trippers.go:405] GET https://10.221.194.166:10250/stats/summary/ 200 OK in 13 milliseconds
I0206 18:16:49.414317       1 round_trippers.go:405] GET https://10.221.195.58:10250/stats/summary/ 200 OK in 18 milliseconds
I0206 18:16:49.417044       1 manager.go:150] ScrapeMetrics: time: 28.428677ms, nodes: 2, pods: 13
I0206 18:16:49.417062       1 manager.go:115] ...Storing metrics...
I0206 18:16:49.417083       1 manager.go:126] ...Cycle complete
free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$ kubectl logs metrics-server-86c6d8b9bf-p2hh8  -n kube-system
I0206 18:16:18.657605       1 serving.go:273] Generated self-signed cert (/tmp/apiserver.crt, /tmp/apiserver.key)
I0206 18:16:19.367356       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 7 milliseconds
I0206 18:16:19.370573       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
I0206 18:16:19.373245       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
I0206 18:16:19.375024       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/namespaces/kube-system/configmaps/extension-apiserver-authentication 200 OK in 1 milliseconds
[restful] 2020/02/06 18:16:19 log.go:33: [restful/swagger] listing is available at https://:4443/swaggerapi
[restful] 2020/02/06 18:16:19 log.go:33: [restful/swagger] https://:4443/swaggerui/ is mapped to folder /swagger-ui/
I0206 18:16:19.421207       1 healthz.go:83] Installing healthz checkers:"ping", "poststarthook/generic-apiserver-start-informers", "healthz"
I0206 18:16:19.421641       1 serve.go:96] Serving securely on [::]:4443
I0206 18:16:19.421873       1 reflector.go:202] Starting reflector *v1.Pod (0s) from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421891       1 reflector.go:240] Listing and watching *v1.Pod from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421914       1 reflector.go:202] Starting reflector *v1.Node (0s) from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.421929       1 reflector.go:240] Listing and watching *v1.Node from github.com/kubernetes-incubator/metrics-server/vendor/k8s.io/client-go/informers/factory.go:130
I0206 18:16:19.423052       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/nodes?limit=500&resourceVersion=0 200 OK in 1 milliseconds
I0206 18:16:19.424261       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/pods?limit=500&resourceVersion=0 200 OK in 2 milliseconds
I0206 18:16:19.425586       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/nodes?resourceVersion=38924&timeoutSeconds=481&watch=true 200 OK in 0 milliseconds
I0206 18:16:19.433545       1 round_trippers.go:405] GET https://10.96.0.1:443/api/v1/pods?resourceVersion=39246&timeoutSeconds=582&watch=true 200 OK in 0 milliseconds
I0206 18:16:49.388514       1 manager.go:99] Beginning cycle, collecting metrics...
I0206 18:16:49.388598       1 manager.go:95] Scraping metrics from 2 sources
I0206 18:16:49.395742       1 manager.go:120] Querying source: kubelet_summary:free5gc-virtual-machine
I0206 18:16:49.400574       1 manager.go:120] Querying source: kubelet_summary:master-node
I0206 18:16:49.413751       1 round_trippers.go:405] GET https://10.221.194.166:10250/stats/summary/ 200 OK in 13 milliseconds
I0206 18:16:49.414317       1 round_trippers.go:405] GET https://10.221.195.58:10250/stats/summary/ 200 OK in 18 milliseconds
I0206 18:16:49.417044       1 manager.go:150] ScrapeMetrics: time: 28.428677ms, nodes: 2, pods: 13
I0206 18:16:49.417062       1 manager.go:115] ...Storing metrics...
I0206 18:16:49.417083       1 manager.go:126] ...Cycle complete

Using the log output with v=10 I can see even the details of health of each pod, but nothing while running the kubectl get hpa or kubectl top nodes. Can someone give me a hint? Furthermore, my metrics manifest is:

---
apiVersion: v1
kind: ServiceAccount
metadata:
  name: metrics-server
  namespace: kube-system
---
apiVersion: apps/v1
kind: Deployment
metadata:
  name: metrics-server
  namespace: kube-system
  labels:
    k8s-app: metrics-server
spec:
  selector:
    matchLabels:
      k8s-app: metrics-server
  template:
    metadata:
      name: metrics-server
      labels:
        k8s-app: metrics-server
    spec:
      serviceAccountName: metrics-server
      volumes:
      # mount in tmp so we can safely use from-scratch images and/or read-only containers
      - name: tmp-dir
        emptyDir: {}
      containers:
      - name: metrics-server
        image: k8s.gcr.io/metrics-server-amd64:v0.3.1
        args:
          - /metrics-server
          - --metric-resolution=30s
          - --requestheader-allowed-names=aggregator
          - --cert-dir=/tmp
          - --secure-port=4443
          - --kubelet-insecure-tls
          - --v=6
          - --kubelet-preferred-address-types=InternalIP,Hostname,InternalDNS,ExternalDNS,ExternalIP
            #- --kubelet-preferred-address-types=InternalIP
        ports:
        - name: main-port
          containerPort: 4443
          protocol: TCP
        securityContext:
          readOnlyRootFilesystem: true
          runAsNonRoot: true
          runAsUser: 1000
        imagePullPolicy: Always
        volumeMounts:
        - name: tmp-dir
          mountPath: /tmp
      nodeSelector:
        beta.kubernetes.io/os: linux
        kubernetes.io/arch: "amd64"

And I can see the following:

free5gc@free5gc-virtual-machine:~/Desktop/metrics-server/deploy$ kubectl get apiservice v1beta1.metrics.k8s.io -o yaml
apiVersion: apiregistration.k8s.io/v1
kind: APIService
metadata:
  creationTimestamp: "2020-02-06T18:57:28Z"
  name: v1beta1.metrics.k8s.io
  resourceVersion: "45583"
  selfLink: /apis/apiregistration.k8s.io/v1/apiservices/v1beta1.metrics.k8s.io
  uid: ca439221-b987-4c13-b0e0-8d2bb237e612
spec:
  group: metrics.k8s.io
  groupPriorityMinimum: 100
  insecureSkipTLSVerify: true
  service:
    name: metrics-server
    namespace: kube-system
    port: 443
  version: v1beta1
  versionPriority: 100
status:
  conditions:
  - lastTransitionTime: "2020-02-06T18:57:28Z"
    message: 'failing or missing response from https://10.110.144.114:443/apis/metrics.k8s.io/v1beta1:
      Get https://10.110.144.114:443/apis/metrics.k8s.io/v1beta1: dial tcp 10.110.144.114:443:
      connect: no route to host'
    reason: FailedDiscoveryCheck
    status: "False"
    type: Available

回答1:


I have reproduced your issue (on Google Compute Engine). Tried a few scenarios to find workaround/solution for this issue.

First thing I want to mention is that you have provided ServiceAccount and Deployment YAML. You also need ClusterRoleBinding, RoleBinding, ApiService, etc. All needed YAMLs can be found in this Github repo.

For fast deploy metrics-server with all required config you can use:

$ git clone https://github.com/kubernetes-sigs/metrics-server.git
$ cd metrics-server/deploy/
$ kubectl apply -f kubernetes/
clusterrole.rbac.authorization.k8s.io/system:aggregated-metrics-reader created
clusterrolebinding.rbac.authorization.k8s.io/metrics-server:system:auth-delegator created
rolebinding.rbac.authorization.k8s.io/metrics-server-auth-reader created
apiservice.apiregistration.k8s.io/v1beta1.metrics.k8s.io created
serviceaccount/metrics-server created
deployment.apps/metrics-server created
service/metrics-server created
clusterrole.rbac.authorization.k8s.io/system:metrics-server created
clusterrolebinding.rbac.authorization.k8s.io/system:metrics-server created

The second thing I would advise you to check your CNI pods (calico-node-d4rnh and calico-node-hawked). Created 4h11m but Ready 0/1.

Last thing regarding gathering CPU and Memory data from pods and nodes.

Using Calico

If you are using one-node kubeadm, it will work correctly, however, when you are using more than 1 node in kubeadm, this will cause some issues. There are many similar threads on Github regarding this. I've tried with various flags in args:, but no success. In metrics-server logs (-v=6) you will be able to see that metrics are gathering. In this Github thread, one of the Github users posted answer which is a workaround for this issue. It's also mentioned in K8s docs about hostNetwork.

Adding hostNetwork: true is what finally got metrics-server working for me. Without it, nada. Without the kubelet-preferred-address-types line, I could query my master node but not my two worker nodes, nor could I query pods, obviously undesirable results. Lack of kubelet-insecure-tls also results in an inoperable metrics-server installation.

spec:
  hostNetwork: true
  containers:
  - args:
    - --kubelet-insecure-tls
    - --cert-dir=/tmp
    - --secure-port=4443
    - --kubelet-preferred-address-types=InternalIP
    - --v=6
    image: k8s.gcr.io/metrics-server-amd64:v0.3.6
    imagePullPolicy: Always

If you will deploy with this config it will work. 

$ kubectl describe apiservice v1beta1.metrics.k8s.io
Name:         v1beta1.metrics.k8s.io
...
Status:
  Conditions:
    Last Transition Time:  2020-02-20T09:37:59Z
    Message:               all checks passed
    Reason:                Passed
    Status:                True
    Type:                  Available
Events:                    <none>

In addition, you can see the difference when using host network: true when you will check iptables. There is much more entries compare to deployment without this config.

After that, you can edit deployment, and remove or comment host network: true.

$ kubectl edit deploy metrics-server -n kube-system
deployment.apps/metrics-server edited

$ kubectl top pods
NAME                     CPU(cores)   MEMORY(bytes)   
nginx-6db489d4b7-2qhzw   0m           3Mi             
nginx-6db489d4b7-9fvrj   0m           2Mi             
nginx-6db489d4b7-dgbf9   0m           2Mi             
nginx-6db489d4b7-dvcz5   0m           2Mi

Also, you will be able to find metrics using:

$ kubectl get --raw /apis/metrics.k8s.io/v1beta1/nodes

For better visibility you can use also jq.

$ kubectl get --raw /apis/metrics.k8s.io/v1beta1/pods | jq .

Using Weave Net

When you will use Weave Net and instead of Calico it will work without setting host network.

$ kubectl apply -f "https://cloud.weave.works/k8s/net?k8s-version=$(kubectl version | base64 | tr -d '\n')"

However, you will need to work with certificates. But if you don't care about security, you can just use --kubelet-insecure-tls like in the previous example, when Calico was used.



来源：https://stackoverflow.com/questions/60101398/kubernetes-without-pod-metrics

标签
Kubernetes
metrics-server
hpa
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