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Is it possible to deploy to GKE Autopilot cluster without YAML and just command line? I have inherited a project where deployment generates command line to deploy to CloudRun. I am in the process of migrating from CloudRun to GKE Autopilot and I would like to not need to parse or generate YAML files just for the purpose of deploying a service to GKE Autopilot. Is there a way to deploy with just command line like I can with CloudRun?

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  • You can use kubectl run to create a Pod in a similar way to gcloud run deploy but the command deploys only Pods (and you may want to use Deployments|Services etc.). You can use kubectl create to create Deployments|Services etc. but this command supports fewer args (e.g. no --env). Just as with Cloud Run, you should consider creating YAML (or JSON) configs (or associated tools) to leverage the full power of the platform. Commented Feb 17, 2024 at 19:09
  • Given that Cloud Run is an implementation of knative, you may want to investigate using Cloud Run for Anthos. I've not used Anthos but IIUC it provides a way to deploy Cloud Run to Kubernetes clusters. Commented Feb 17, 2024 at 19:13

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