Updating the Metrics Server parameters

Metrics Server is a Managed Service for Kubernetes cluster service, which is installed by default. It collects metrics from each Managed Service for Kubernetes cluster node using kubelet and provides them through the Metrics API. Horizontal Pod Autoscaler and Vertical Pod Autoscaler run based on data from these metrics. You can get the metric data using the kubectl top node or kubectl top pod commands. For more information, see the Metrics Server documentation.

A Metrics Server pod has two containers: metrics-server and metrics-server-nanny, the latter acting as an addon-resizer for metrics-server. The metrics-server-nanny container is responsible for the automatic allocation of resources to the metrics-server container depending on the number of Managed Service for Kubernetes cluster nodes.

In some cases, the metrics-server-nanny component may run incorrectly. For instance, if many pods are created while there are few nodes in the Managed Service for Kubernetes cluster. If so, the Metrics Server pod will exceed its limits, which may degrade the server performance.

To avoid this, change the parameters of the Metrics Server manually:

1. View the amount of resources allocated to the Metrics Server pod.
2. Update the Metrics Server parameters.
3. Check the result.

To restore the default values of the Metrics Server parameters, reset them.

View the amount of resources allocated to the Metrics Server podView the amount of resources allocated to the Metrics Server pod

1. Create security groups for the Managed Service for Kubernetes cluster and its node groups.

   Warning

   The configuration of security groups determines the performance and availability of the cluster and the services and applications running in it.

2. Install kubectl and configure it to work with the created cluster.

3. Run this command:

   kubectl get pod <Metrics_Server_pod_name> \
     --namespace=kube-system \
     --output=json | \
     jq '.spec.containers[] | select(.name == "metrics-server") | .resources'
   

   The resources are calculated using the following formula:

   cpu = baseCPU + cpuPerNode * nodesCount
   memory = baseMemory + memoryPerNode * nodesCount
   

   Where:

   • baseCPU: Basic number of CPUs.
   • cpuPerNode: Number of CPUs per node.
   • nodesCount: Number of Managed Service for Kubernetes nodes.
   • baseMemory: Basic amount of RAM.
   • memoryPerNode: Amount of RAM per node.

Update the Metrics Server parametersUpdate the Metrics Server parameters

1. Open the Metrics Server configuration file:

   kubectl edit configmap metrics-server-config \
     --namespace=kube-system \
     --output=yaml
   

2. Add or update the resource parameters under data.NannyConfiguration:

   apiVersion: v1
   data:
     NannyConfiguration: |-
       apiVersion: nannyconfig/v1alpha1
       kind: NannyConfiguration
       baseCPU: <basic_number_of_CPUs>m
       cpuPerNode: <number_of_CPUs_per_node>m
       baseMemory: <basic_amount_of_RAM>Mi
       memoryPerNode: <amount_of_RAM_per_node>Mi
   ...
   

   Sample configuration file

   apiVersion: v1
   data:
     NannyConfiguration: |-
       apiVersion: nannyconfig/v1alpha1
       kind: NannyConfiguration
       baseCPU: 48m
       cpuPerNode: 1m
       baseMemory: 104Mi
       memoryPerNode: 3Mi
   kind: ConfigMap
   metadata:
     creationTimestamp: "2022-12-15T06:28:22Z"
     labels:
       addonmanager.kubernetes.io/mode: EnsureExists
     name: metrics-server-config
     namespace: kube-system
     resourceVersion: "303569"
     uid: 931b88ca-21da-4d04-a3c1-da7e********
   

3. Restart the Metrics Server. To do this, delete it and wait until the Kubernetes controller creates it again:

   kubectl delete deployment metrics-server \
     --namespace=kube-system
   

Check the resultCheck the result

View the amount of resources allocated to the Metrics Server pod once again and make sure it has been updated for the new pod.

Reset the Metrics Server parametersReset the Metrics Server parameters

To reset the parameters to their default values, delete the Metrics Server configuration file and its Deployment:

kubectl delete configmap metrics-server-config \
  --namespace=kube-system && \
kubectl delete deployment metrics-server \
  --namespace=kube-system

As a result, a new pod of the Metrics Server is created automatically.