Attention! This project has been archived and is no longer being worked on. If you are looking for a metrics server that can consume metrics from CloudWatch, please consider using the KEDA project instead. KEDA is a Kubernetes-based Event Driven Autoscaler. With KEDA, you can drive the scaling of any container in Kubernetes based on the number of events needing to be processed. For an overview of KEDA, see An overview of Kubernetes Event-Driven Autoscaling.

Kubernetes Custom Metrics Adapter for Kubernetes

An implementation of the Kubernetes Custom Metrics API and External Metrics API for AWS CloudWatch metrics.

This adapter allows you to scale your Kubernetes deployment using the Horizontal Pod Autoscaler (HPA) with metrics from AWS CloudWatch.

Prerequisites

This adapter requires the following permissions to access metric data from Amazon CloudWatch.

cloudwatch:GetMetricData

You can create an IAM policy using this template, and attach it to the Service Account Role if you are using IAM Roles for Service Accounts.

{
    "Version": "2012-10-17",
    "Statement": [
        {
            "Effect": "Allow",
            "Action": [
                "cloudwatch:GetMetricData"
            ],
            "Resource": "*"
        }
    ]
}

Deploy

Requires a Kubernetes cluster with Metric Server deployed, Amazon EKS cluster is fine too.

Now deploy the adapter to your Kubernetes cluster:

$ kubectl apply -f https://raw.githubusercontent.com/awslabs/k8s-cloudwatch-adapter/master/deploy/adapter.yaml
namespace/custom-metrics created
clusterrolebinding.rbac.authorization.k8s.io/k8s-cloudwatch-adapter:system:auth-delegator created
rolebinding.rbac.authorization.k8s.io/k8s-cloudwatch-adapter-auth-reader created
deployment.apps/k8s-cloudwatch-adapter created
clusterrolebinding.rbac.authorization.k8s.io/k8s-cloudwatch-adapter-resource-reader created
serviceaccount/k8s-cloudwatch-adapter created
service/k8s-cloudwatch-adapter created
apiservice.apiregistration.k8s.io/v1beta1.external.metrics.k8s.io created
clusterrole.rbac.authorization.k8s.io/k8s-cloudwatch-adapter:external-metrics-reader created
clusterrole.rbac.authorization.k8s.io/k8s-cloudwatch-adapter-resource-reader created
clusterrolebinding.rbac.authorization.k8s.io/k8s-cloudwatch-adapter:external-metrics-reader created
customresourcedefinition.apiextensions.k8s.io/externalmetrics.metrics.aws created
clusterrole.rbac.authorization.k8s.io/k8s-cloudwatch-adapter:crd-metrics-reader created
clusterrolebinding.rbac.authorization.k8s.io/k8s-cloudwatch-adapter:crd-metrics-reader created

This creates a new namespace custom-metrics and deploys the necessary ClusterRole, Service Account, Role Binding, along with the deployment of the adapter.

Alternatively the crd and adapter can be deployed using the Helm chart in the /charts directory:

$ helm install k8s-cloudwatch-adapter-crd ./charts/k8s-cloudwatch-adapter-crd
NAME: k8s-cloudwatch-adapter-crd
LAST DEPLOYED: Thu Sep 17 11:36:53 2020
NAMESPACE: default
STATUS: deployed
REVISION: 1
TEST SUITE: None
$ helm install k8s-cloudwatch-adapter ./charts/k8s-cloudwatch-adapter \
>   --namespace custom-metrics \
>   --create-namespace
NAME: k8s-cloudwatch-adapter
LAST DEPLOYED: Fri Aug 14 13:20:17 2020
NAMESPACE: custom-metrics
STATUS: deployed
REVISION: 1
TEST SUITE: None

Verifying the deployment

Next you can query the APIs to see if the adapter is deployed correctly by running:

$ kubectl get --raw "/apis/external.metrics.k8s.io/v1beta1" | jq .
{
  "kind": "APIResourceList",
  "apiVersion": "v1",
  "groupVersion": "external.metrics.k8s.io/v1beta1",
  "resources": [
  ]
}

Deploying the sample application

There is a sample SQS application provided in this repository for you to test how the adapter works. Refer to this guide.

amazon-archives / k8s-cloudwatch-adapter

readme

Kubernetes Custom Metrics Adapter for Kubernetes

Prerequisites

Deploy

Verifying the deployment

Deploying the sample application

More docs

License

Issues