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---
title: "Getting Started"
title: "Getting Started with Karpenter on AWS"
linkTitle: "Getting Started"
weight: 10
cascade:
type: docs
---

Learn more about Karpenter and how to get started below.
Karpenter automatically provisions new nodes in response to unschedulable
pods. Karpenter does this by observing events within the Kubernetes cluster,
and then sending commands to the underlying cloud provider.

In this example, the cluster is running on Amazon Web Services (AWS) Elastic
Kubernetes Service (EKS). Karpenter is designed to be cloud provider agnostic,
but currently only supports AWS. Contributions are welcomed.

This guide should take less than 1 hour to complete, and cost less than $0.25.
Follow the clean-up instructions to reduce any charges.

## Install

Karpenter is installed in clusters with a Helm chart.

Karpenter requires cloud provider permissions to provision nodes, for AWS IAM
Roles for Service Accounts (IRSA) should be used. IRSA permits Karpenter
(within the cluster) to make privileged requests to AWS (as the cloud provider)
via a ServiceAccount.

### Required Utilities

Install these tools before proceeding:

1. [AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/install-cliv2-linux.html)
2. `kubectl` - [the Kubernetes CLI](https://kubernetes.io/docs/tasks/tools/install-kubectl-linux/)
3. `eksctl` - [the CLI for AWS EKS](https://docs.aws.amazon.com/eks/latest/userguide/eksctl.html)
4. `helm` - [the package manager for Kubernetes](https://helm.sh/docs/intro/install/)

[Configure the AWS CLI](https://docs.aws.amazon.com/cli/latest/userguide/cli-configure-quickstart.html)
with a user that has sufficient privileges to create an EKS cluster. Verify that the CLI can
authenticate properly by running `aws sts get-caller-identity`.

### Environment Variables

After setting up the tools, set the following environment variable to the Karpenter version you
would like to install.

```bash
export KARPENTER_VERSION={{< param "latest_release_version" >}}
```

Also set the following environment variables to store commonly used values.

{{% script file="./content/en/preview/getting-started/scripts/step01-config.sh" language="bash"%}}

### Create a Cluster

Create a cluster with `eksctl`. This example configuration file specifies a basic cluster with one initial node and sets up an IAM OIDC provider for the cluster to enable IAM roles for pods:

{{% script file="./content/en/preview/getting-started/scripts/step02-create-cluster.sh" language="bash"%}}

This guide uses [AWS EKS managed node groups](https://docs.aws.amazon.com/eks/latest/userguide/managed-node-groups.html) to host Karpenter.

Karpenter itself can run anywhere, including on [self-managed node groups](https://docs.aws.amazon.com/eks/latest/userguide/worker.html), [managed node groups](https://docs.aws.amazon.com/eks/latest/userguide/managed-node-groups.html), or [AWS Fargate](https://aws.amazon.com/fargate/).

Karpenter will provision EC2 instances in your account.

### Create the KarpenterNode IAM Role

Instances launched by Karpenter must run with an InstanceProfile that grants permissions necessary to run containers and configure networking. Karpenter discovers the InstanceProfile using the name `KarpenterNodeRole-${ClusterName}`.

First, create the IAM resources using AWS CloudFormation.

{{% script file="./content/en/preview/getting-started/scripts/step03-iam-cloud-formation.sh" language="bash"%}}

Second, grant access to instances using the profile to connect to the cluster. This command adds the Karpenter node role to your aws-auth configmap, allowing nodes with this role to connect to the cluster.

{{% script file="./content/en/preview/getting-started/scripts/step04-grant-access.sh" language="bash"%}}

Now, Karpenter can launch new EC2 instances and those instances can connect to your cluster.

### Create the KarpenterController IAM Role

Karpenter requires permissions like launching instances. This will create an AWS IAM Role, Kubernetes service account, and associate them using [IRSA](https://docs.aws.amazon.com/emr/latest/EMR-on-EKS-DevelopmentGuide/setting-up-enable-IAM.html).

{{% script file="./content/en/preview/getting-started/scripts/step05-controller-iam.sh" language="bash"%}}

### Create the EC2 Spot Service Linked Role

This step is only necessary if this is the first time you're using EC2 Spot in this account. More details are available [here](https://docs.aws.amazon.com/batch/latest/userguide/spot_fleet_IAM_role.html).

```bash
aws iam create-service-linked-role --aws-service-name spot.amazonaws.com
# If the role has already been successfully created, you will see:
# An error occurred (InvalidInput) when calling the CreateServiceLinkedRole operation: Service role name AWSServiceRoleForEC2Spot has been taken in this account, please try a different suffix.
```

### Install Karpenter Helm Chart

Use Helm to deploy Karpenter to the cluster.

Before the chart can be installed the repo needs to be added to Helm, run the following commands to add the repo.

{{% script file="./content/en/preview/getting-started/scripts/step06-install-helm-chart.sh" language="bash"%}}

Install the chart passing in the cluster details and the Karpenter role ARN.

{{% script file="./content/en/preview/getting-started/scripts/step07-apply-helm-chart.sh" language="bash"%}}

### Enable Debug Logging (optional)

The global log level can be modified with the `logLevel` chart value (e.g. `--set logLevel=debug`) or the individual components can have their log level set with `controller.logLevel` or `webhook.logLevel` chart values.

#### Deploy a temporary Prometheus and Grafana stack (optional)

The following commands will deploy a Prometheus and Grafana stack that is suitable for this guide but does not include persistent storage or other configurations that would be necessary for monitoring a production deployment of Karpenter. This deployment includes two Karpenter dashboards that are automatically onboaraded to Grafana. They provide a variety of visualization examples on Karpenter metrices.

```bash
helm repo add grafana-charts https://grafana.github.io/helm-charts
helm repo add prometheus-community https://prometheus-community.github.io/helm-charts
helm repo update

kubectl create namespace monitoring

curl -fsSL https://karpenter.sh{{< relref "." >}}prometheus-values.yaml | tee prometheus-values.yaml
helm install --namespace monitoring prometheus prometheus-community/prometheus --values prometheus-values.yaml

curl -fsSL https://karpenter.sh{{< relref "." >}}grafana-values.yaml | tee grafana-values.yaml
helm install --namespace monitoring grafana grafana-charts/grafana --values grafana-values.yaml
```

The Grafana instance may be accessed using port forwarding.

```bash
kubectl port-forward --namespace monitoring svc/grafana 3000:80
```

The new stack has only one user, `admin`, and the password is stored in a secret. The following command will retrieve the password.

```bash
kubectl get secret --namespace monitoring grafana -o jsonpath="{.data.admin-password}" | base64 --decode
```

### Provisioner

A single Karpenter provisioner is capable of handling many different pod
shapes. Karpenter makes scheduling and provisioning decisions based on pod
attributes such as labels and affinity. In other words, Karpenter eliminates
the need to manage many different node groups.

Create a default provisioner using the command below.
This provisioner uses `securityGroupSelector` and `subnetSelector` to discover resources used to launch nodes.
We applied the tag `karpenter.sh/discovery` in the `eksctl` command above.
Depending how these resources are shared between clusters, you may need to use different tagging schemes.

The `ttlSecondsAfterEmpty` value configures Karpenter to terminate empty nodes.
This behavior can be disabled by leaving the value undefined.

Review the [provisioner CRD](../provisioner) for more information. For example,
`ttlSecondsUntilExpired` configures Karpenter to terminate nodes when a maximum age is reached.

Note: This provisioner will create capacity as long as the sum of all created capacity is less than the specified limit.

```bash
cat <<EOF | kubectl apply -f -
apiVersion: karpenter.sh/v1alpha5
kind: Provisioner
metadata:
name: default
spec:
requirements:
- key: karpenter.sh/capacity-type
operator: In
values: ["spot"]
limits:
resources:
cpu: 1000
provider:
subnetSelector:
karpenter.sh/discovery: ${CLUSTER_NAME}
securityGroupSelector:
karpenter.sh/discovery: ${CLUSTER_NAME}
ttlSecondsAfterEmpty: 30
EOF
```

## First Use

Karpenter is now active and ready to begin provisioning nodes.
Create some pods using a deployment, and watch Karpenter provision nodes in response.

### Automatic Node Provisioning

This deployment uses the [pause image](https://www.ianlewis.org/en/almighty-pause-container) and starts with zero replicas.

```bash
cat <<EOF | kubectl apply -f -
apiVersion: apps/v1
kind: Deployment
metadata:
name: inflate
spec:
replicas: 0
selector:
matchLabels:
app: inflate
template:
metadata:
labels:
app: inflate
spec:
terminationGracePeriodSeconds: 0
containers:
- name: inflate
image: public.ecr.aws/eks-distro/kubernetes/pause:3.2
resources:
requests:
cpu: 1
EOF
kubectl scale deployment inflate --replicas 5
kubectl logs -f -n karpenter -l app.kubernetes.io/name=karpenter -c controller
```

### Automatic Node Termination

Now, delete the deployment. After 30 seconds (`ttlSecondsAfterEmpty`),
Karpenter should terminate the now empty nodes.

```bash
kubectl delete deployment inflate
kubectl logs -f -n karpenter -l app.kubernetes.io/name=karpenter -c controller
```

### Manual Node Termination

If you delete a node with kubectl, Karpenter will gracefully cordon, drain,
and shutdown the corresponding instance. Under the hood, Karpenter adds a
finalizer to the node object, which blocks deletion until all pods are
drained and the instance is terminated. Keep in mind, this only works for
nodes provisioned by Karpenter.

```bash
kubectl delete node $NODE_NAME
```

## Cleanup

To avoid additional charges, remove the demo infrastructure from your AWS account.

```bash
helm uninstall karpenter --namespace karpenter
aws iam delete-role --role-name "${CLUSTER_NAME}-karpenter"
aws cloudformation delete-stack --stack-name "Karpenter-${CLUSTER_NAME}"
aws ec2 describe-launch-templates \
| jq -r ".LaunchTemplates[].LaunchTemplateName" \
| grep -i "Karpenter-${CLUSTER_NAME}" \
| xargs -I{} aws ec2 delete-launch-template --launch-template-name {}
eksctl delete cluster --name "${CLUSTER_NAME}"
```

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