Support Kubernetes v1.27 - v1.29

[andreyvelich]

As part of Katib 0.17 release we need to support Kubernetes v1.27 - v1.29 versions.

Currently, we validate Katib for Kubernetes v1.25 - v1.27 in our integration tests.
We should drop support for v1.25 and v1.26 and add support for v1.28 and v1.29.

Let's identify the required changes in this issue.

cc @kubeflow/wg-training-leads @tenzen-y @kubeflow/release-team

[Ayush9026]

/assign @Ayush9026 i will solve this issue sir.

[tenzen-y]

/assign @Ayush9026 i will solve this issue sir.

@Ayush9026 Are you still working on this? If so, could you 2 separate PRs so that we can revert the dedicated commit once we face the dependency issues?

The first one: Drop v1.25 and Intriduce v1.28
The second one: Drop: v1.26 and Introduce v1.29.

[Ayush9026]

Yes @tenzen-y sir i am working on it thanks for telling i will create two separate PR as you tell.

[andreyvelich]

@Ayush9026 Please can you let us know what is the status of this issue ?
We need to create PR this week since we are going to cut the Katib release in 2 weeks.

[tenzen-y]

This is the significant blocker for our next release. So, I take this issue.
/unassign @Ayush9026
/assign