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Ensure all method signatures are sklearn compatible #6260

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merged 3 commits into from
Jan 27, 2025

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@jcrist jcrist commented Jan 24, 2025

sklearn requires fit/fit_transform/... always take a y parameter, even if it's ignored. This adds a test to ensure our signatures match this rule, and fixes any cases where they didn't. This makes it easier to include cuml estimators within sklearn pipelines.

Fixes #6255.

`sklearn` requires `fit`/`fit_transform`/... always take a `y`
parameter, even if it's ignored. This adds a test to ensure our
signatures match this rule, and fixes any cases where they didn't. This
makes it easier to include `cuml` estimators within sklearn pipelines.
@jcrist jcrist requested a review from a team as a code owner January 24, 2025 16:22
@jcrist jcrist requested review from teju85 and bdice January 24, 2025 16:22
@github-actions github-actions bot added the Cython / Python Cython or Python issue label Jan 24, 2025
@jcrist jcrist added bug Something isn't working non-breaking Non-breaking change Cython / Python Cython or Python issue and removed Cython / Python Cython or Python issue labels Jan 24, 2025
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Love anything that gets us closer to API compatibility! Nice change and solid implementation.

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jcrist commented Jan 24, 2025

Failures look unrelated (and maybe transient). I lack permissions to restart the failed runs.

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bdice commented Jan 24, 2025

@jcrist You'll need to merge in the upstream to get #6199 to fix the devcontainer jobs (I did this for you to save time). Also, please request write permissions for yourself on this repo from the ops team so that you have privileges to rerun jobs.

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betatim commented Jan 27, 2025

Merged "main" into this PR to get the changes from #6227 which will solve the failed CI runs

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dantegd commented Jan 27, 2025

/merge

@rapids-bot rapids-bot bot merged commit 3a32228 into rapidsai:branch-25.02 Jan 27, 2025
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[BUG] Not all estimators match scikit-learn signature conventions
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