I want to run a CronJob on my GKE in order to perform a batch operation on a daily basis. The ideal scenario would be for my cluster to scale to 0 nodes when the job is not running and to dynamically scale to 1 node and run the job on it every time the schedule is met.

I am first trying to achieve this by using a simple CronJob found in the kubernetes doc that only prints the current time and terminates.

I first created a cluster with the following command:

gcloud container clusters create $CLUSTER_NAME \
    --enable-autoscaling \
    --min-nodes 0 --max-nodes 1 --num-nodes 1 \
    --zone $CLUSTER_ZONE

Then, I created a CronJob with the following description:

apiVersion: batch/v1beta1
kind: CronJob
metadata:
  name: hello
spec:
  schedule: "1 * * * *"
  jobTemplate:
    spec:
      template:
        spec:
          containers:
          - name: hello
            image: busybox
            args:
            - /bin/sh
            - -c
            - date; echo Hello from the Kubernetes cluster
          restartPolicy: Never

The job is scheduled to run every hour and to print the current time before terminating.

First thing, I wanted to create the cluster with 0 nodes but setting --num-nodes 0 results in an error. Why is it so? Note that I can manually scale down the cluster to 0 nodes after it has been created.

Second, if my cluster has 0 nodes, the job won't be scheduled because the cluster does not scale to 1 node automatically but instead gives the following error:

Cannot schedule pods: no nodes available to schedule pods.

Third, if my cluster has 1 node, the job runs normally but after that, the cluster won't scale down to 0 nodes but stay with 1 node instead. I let my cluster run for two successive jobs and it did not scale down in between. I assume one hour should be long enough for the cluster to do so.

What am I missing?

EDIT: I've got it to work and detailed my solution here.