Get and Use TrainingRuntime ApplyConfiguration throughout KF PipelineFramework

[tenzen-y]

What you would like to be added?

Instead of typed TrainingRuntime, we want to get ApplyConfiguration TrainingRuntime, and then reuse it in the whole of KF Pipeline Framework processes

https://github.com/kubeflow/trainer/blob/b89ce8491ff81b8b01513e26d0a917808b6eed89/pkg/runtime/core/trainingruntime.go#L75-L79

Why is this needed?

In the SSA semantics, zero and null have completely different meanings. However, converting from typed object to ApplyConfiguration can not recognize the differences. This indicates the KF Pipeline Framework might accidentally remove any fields during SSA PATCH.

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[tenzen-y]

/assign cc @astefanutti

[tenzen-y]

/area controller

[Harshal292004]

@tenzen-y May I work on this Issue ? I researched a bit still I am unable to understand from where do I get ApplyConfiguration from. I checked the k8s API as well.

[tenzen-y]

@tenzen-y May I work on this Issue ? I researched a bit still I am unable to understand from where do I get ApplyConfiguration from. I checked the k8s API as well.

As you can see in assigner, I'm currently working on this.

[github-actions[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[andreyvelich]

/remove-lifecycle stale

[github-actions[bot]]

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

[astefanutti]

/remove-lifecycle stale

[tenzen-y]

/unassign /assign @astefanutti

@astefanutti Thank you for taking this one!