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Karpenter Blueprint: Prioritize Savings Plans and/or Reserved Instances

Purpose

You might want to consume your Saving Plans and/or Reserved Instances before any other purchase model when using Karpenter. Currently, to cover this scenario you need to have a prioritized NodePool for the reserved instances. This NodePool needs to have a high weight configuration to tell Karpenter to user this NodePool first, along with a limits configuration to limit the number of EC2 instances to launch. When this NodePool meet the limits, Karpenter will continue launching instances from other NodePools, typically from the default one.

Requirements

  • A Kubernetes cluster with Karpenter installed. You can use the blueprint we've used to test this pattern at the cluster folder in the root of this repository.
  • A list of instance types or families that match with your Savings Plans and/or Reserved Instances, along with the total number of vCPUs you've reserved.
  • A default Karpenter NodePool as that's the one we'll use in this blueprint. You did this already in the "Deploy a Karpenter Default EC2NodeClass and NodePool" section from this repository.

Deploy

Let's suppose you purchased a Saving Plans of 20 vCPUs for c4 family. Your NodePool should look like this:

apiVersion: karpenter.sh/v1
kind: NodePool
metadata:
  name: savings-plans
spec:
  disruption:
    consolidationPolicy: WhenEmptyOrUnderutilized
    consolidateAfter: 1m
  limits:
    cpu: "20" # For example: Limit to launch up to 5 c4.xlarge instances
  template:
    metadata:
      labels:
        intent: apps
    spec:
      expireAfter: 168h0m0s
      nodeClassRef:
        group: karpenter.k8s.aws
        name: default
        kind: EC2NodeClass
      requirements:
      - key: karpenter.k8s.aws/instance-family
        operator: In
        values:
        - c4
      - key: kubernetes.io/os
        operator: In
        values:
        - linux
      - key: kubernetes.io/arch
        operator: In
        values:
        - amd64
      - key: karpenter.sh/capacity-type
        operator: In
        values:
        - on-demand
  weight: 100

Notice that the above NodePool has a weight configuration of 100 and a cpu limit of 20 (5 x c4.xlarge instances).

Deploy the prioritized NodePool and the sample workload with 20 pods requesting 950m cpu units:

kubectl apply -f savings-plans.yaml
kubectl apply -f workload.yaml

Results

Wait around three minutes to get all the pods running. Run the following command to see the nodes launched by Karpenter including the NodePool-name column to see which NodePool was used:

kubectl get nodes -L karpenter.sh/capacity-type,beta.kubernetes.io/instance-type,karpenter.sh/nodepool,topology.kubernetes.io/zone -l karpenter.sh/initialized=true

You should get a similar output like this:

NAME                                         STATUS   ROLES    AGE   VERSION               CAPACITY-TYPE   INSTANCE-TYPE   NODEPOOL        ZONE
ip-10-0-119-235.eu-west-2.compute.internal   Ready    <none>   23s   v1.30.2-eks-1552ad0   on-demand       c4.4xlarge      savings-plans   eu-west-2c
ip-10-0-127-154.eu-west-2.compute.internal   Ready    <none>   35m   v1.30.2-eks-1552ad0   on-demand       c6g.xlarge      default         eu-west-2c
ip-10-0-78-33.eu-west-2.compute.internal     Ready    <none>   24s   v1.30.2-eks-1552ad0   on-demand       c4.xlarge       savings-plans   eu-west-2b

Notice how the savings-plans NodePool launched all the capacity it could. Two instances: c4.xlarge (4 vCPUs) and c4.4xlarge (16 vCPUs), which together reach the limit of 20 vCPUs you configured for this NodePool. Additionally, you see Karpenter launched a c5.large Spot instance for the rest of the pods using the default NodePool. Remember, each node always launch the kubelet and kube-proxy pods, that's why by Karpenter launched an extra node because 20 vCPUs of reserved capacity wasn't enough if system pods need to be included.

Cleanup

To remove all objects created, simply run the following commands:

kubectl delete -f .