An example app with kubernetes configuration to autoscale on external custom metrics.
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README.md

example-external-custom-metrics

An example app with kubernetes configuration to autoscale on external custom metrics.

Description

This is an example app that shows how to set up pod autoscaling with custom and external metrics.

See this blog post,Kubernetes HPA Autoscaling with Custom and External Metrics, for more details.

Steps

  1. Using Google Cloud GKE service create a Kubernetes cluster version 1.10 or greater so that there is support for external metrics.

  2. Install Tiller in this cluster. This step assumes you have kubectl and helm installed locally and that your kubeconfig is configured to talk to the cluster created in step 1.

    # confirm kubectl is configured for the correct cluster
    kubectl config current-context
    
    # create serviceaccount for tiller to use
    kubectl -n kube-system create sa tiller
    
    # create a clusterrolebinding for tiller
    kubectl create clusterrolebinding tiller --clusterrole cluster-admin --serviceaccount=kube-system:tiller
    
    # create the tiller deployment specifying the tiller serviceaccount
    helm init --upgrade --service-account tiller
    
  3. Deploy the External Metrics server. Here I use the Stackdriver Adapter that implements the external metrics API.

  4. Deploy Nginx Ingress Controller helm chart. Make sure to add the prometheus-to-stackdriver sidecar to the Nginx deployment. This can be added to the default values.yaml file with controller.extraConatiners configuration. Here is a good example to follow, however the --source value needs to be change to where nginx exposes it's metrics.

    helm upgrade --install nginx stable/nginx-ingress --values charts/nginx-ingress-ctlr-values/values.yaml

  5. Deploy the example application as a Kubernetes deployment with a service, ingress, and the horizontal pod autoscaler.

    helm install charts/example-nodejs-app/ --name example-nodejs-app