Add e2e test for `tune` in the `katib_client` module

[tariq-hasan]

What you would like to be added?

We need to add e2e test for the tune function in the katib_client module.

Why is this needed?

References

• e2e test for create_experiment in the katib_client module: https://github.com/kubeflow/katib/blob/master/test/e2e/v1beta1/scripts/gh-actions/run-e2e-experiment.py#L172
• e2e test for training-operator SDK: https://github.com/kubeflow/training-operator/blob/master/sdk/python/test/e2e/test_e2e_pytorchjob.py#L174

Source

• https://github.com/kubeflow/katib/pull/2325#issuecomment-2186646927

Related issues

• Add unit tests to the Katib SDK #2184
• Add unit test for create_experiment in the katib_client module #2325
• Add unit test for tune in the katib_client module #2372

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[andreyvelich]

Thank you for creating this @tariq-hasan! /area sdk /area testing /remove-lifecycle needs-triage /good-first-issue

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In response to [this](https://github.com/kubeflow/katib/issues/2383): >Thank you for creating this @tariq-hasan! >/area sdk >/area testing >/remove-lifecycle needs-triage >/good-first-issue > Instructions for interacting with me using PR comments are available [here](https://git.k8s.io/community/contributors/guide/pull-requests.md). If you have questions or suggestions related to my behavior, please file an issue against the [kubernetes-sigs/prow](https://github.com/kubernetes-sigs/prow/issues/new?title=Prow%20issue:) repository.

[kyooosukedn]

Would like to try on this :)

[andreyvelich]

@kyooosukedn @tariq-hasan Do you time working on this ? I think, it would be great to have some simple test using tune API. We can even take the getting started example: https://www.kubeflow.org/docs/components/katib/getting-started/#getting-started-with-katib-python-sdk

Similar to the Training Operator, we should just add another test to the run-e2e-experiment.py.

[kyooosukedn]

Hi @andreyvelich, sorry that it took me so long to finally work on this.. will do to try replicate this and get working.Thanks for your lead.

[andreyvelich]

Thank you for your time!

[Electronic-Waste]

I will work on this :)

/assign