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Automatically confirm upgrade and downgrade paths and clarify on the supported versions to upgrade from #3523

Description

@christian-heusel

Validation Checklist

  • I confirm that this is a Kubeflow-related issue.
  • I am reporting this in the appropriate repository.
  • I have followed the Kubeflow installation guidelines.
  • The issue report is detailed and includes version numbers where applicable.
  • I have considered adding my company to the adopters page to support Kubeflow and help the community, since I expect help from the community for my issue (see 1. and 2.).
  • This issue pertains to Kubeflow development.
  • I am available to work on this issue.
  • You can join the CNCF Slack and access our meetings at the Kubeflow Community website. Our channel on the CNCF Slack is here #kubeflow-community-distribution.

Version

26.03

Detailed Description

As pointed out by cncf/toc#2180 (comment) we should make sure that the upgrade path for the overall platform is automatically tested.

I think it would additionally make sense to specify the supported version to upgrade from.

Steps to Reproduce

  1. check this repository
  2. see that there is no GHA test to verify the upgrade and downgrade path for the Kubeflow Community Distribution

Screenshots or Videos (Optional)

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