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[Test] E2e Tests for Notebook Examples #2417

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Electronic-Waste opened this issue Sep 2, 2024 · 9 comments · May be fixed by #2448
Open
5 tasks

[Test] E2e Tests for Notebook Examples #2417

Electronic-Waste opened this issue Sep 2, 2024 · 9 comments · May be fixed by #2448
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@yehudit1987 @gjyotin305
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area/testing good first issue Good for newcomers help wanted Extra attention is needed kind/feature

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@Electronic-Waste
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Electronic-Waste commented Sep 2, 2024 •
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What you would like to be added?

We plan to add e2e tests for notebooks in CI/CD, run with papermill.

REF: https://github.com/nteract/papermill

The notebook examples in need of e2e tests are listed in the following table:

Under examples/v1beta1/kubeflow-pipelines:

  • early-stopping.ipynb
  • kubeflow-e2e-mnist.ipynb

Under examples/v1beta1/sdk:

  • cmaes-and-resume-policies.ipynb
  • nas-with-darts.ipynb
  • tune-train-from-func.ipynb

And I would strongly recommend that we start with examples under sdk subdirectory since examples under kubeflow-pipelines need full kubeflow components on test env and are more difficult :)

Why is this needed?

This will help us ensure the correctness of our notebook examples for data scientists.

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Give it a 👍 We prioritize the features with most 👍
@andreyvelich
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/area testing
/good-first-issue
/remove-label lifecycle/needs-triage

@google-oss-prow Google OSS Prow
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@andreyvelich:
This request has been marked as suitable for new contributors.

Please ensure the request meets the requirements listed here.

If this request no longer meets these requirements, the label can be removed
by commenting with the /remove-good-first-issue command.

In response to this:

/area testing
/good-first-issue
/remove-label lifecycle/needs-triage

Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes/test-infra repository.

@google-oss-prow google-oss-prow bot added area/testing good first issue Good for newcomers help wanted Extra attention is needed and removed lifecycle/needs-triage labels Sep 2, 2024
@yehudit1987
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I am interested in solving this
/assign

@gjyotin305
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Hi I am interested in adding this feature, could you tell me which notebooks should I start with ? @Electronic-Waste @andreyvelich

/assign

@Electronic-Waste
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Sorry @gjyotin305, this issue has already been taken by @yehudit1987.

I'm glad to help you if you pick another issue:)

@gjyotin305
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Sorry @gjyotin305, this issue has already been taken by @yehudit1987.

I'm glad to help you if you pick another issue:)

Ok

@Electronic-Waste Electronic-Waste mentioned this issue Sep 19, 2024
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@Electronic-Waste Electronic-Waste mentioned this issue Oct 11, 2024
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@Electronic-Waste
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Hi @yehudit1987, are you still working on this?

@andreyvelich
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@Electronic-Waste As you can see @saileshd1402 worked on the E2Es for Notebooks as part of this PR: kubeflow/training-operator#2274.
Can we consolidate effort to build consistent solution for Katib and Training Operator ?
Maybe we can start with Training Operator, and after it setup the same workflow for Katib.

@Electronic-Waste
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@andreyvelich I agree with you. I'll look into the CI for Training Operator first.

And also, this is a kind reminder that PR #2437 is blocked by this issue. Looking forward to your earliest contributions @yehudit1987. I'm happy to help you with any questions:)

@yehudit1987 yehudit1987 linked a pull request Oct 27, 2024 that will close this issue
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Sdk tests with papermill yehudit1987/katib
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@andreyvelich @yehudit1987 @Electronic-Waste @gjyotin305