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Patch dask-expr var logic in dask-cudf #15347

Merged
merged 21 commits into from
Apr 8, 2024
Merged

Patch dask-expr var logic in dask-cudf #15347

merged 21 commits into from
Apr 8, 2024

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rjzamora
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Description

The var logic in dask-expr relies on pandas -> numpy conversion that does not work for cudf -> cupy when null values are present. This PR copies over the custom var logic being used in dask-cudf for the legacy API.

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@rjzamora rjzamora added the 2 - In Progress Currently a work in progress label Mar 20, 2024
@rjzamora rjzamora self-assigned this Mar 20, 2024
@github-actions github-actions bot added Python Affects Python cuDF API. ci labels Mar 20, 2024
@rjzamora rjzamora added bug Something isn't working non-breaking Non-breaking change labels Mar 20, 2024
@rjzamora rjzamora mentioned this pull request Mar 20, 2024
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bdice
bdice requested changes Mar 20, 2024
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We need to add a test in dask-cudf for the functions used in the 10min notebook.

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We need to add a test in dask-cudf for the functions used in the 10min notebook.

Agreed - This is still a draft.

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rjzamora commented Mar 20, 2024 •
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Note that the custom VarCudf expression implemented in this PR will not always work without an upstream change like dask/dask#11013 (I used a "workaround" in this PR that is simple, but not very intuitive)

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CI failures are due to a bad/old dask-expr version being pulled (dask/distributed#8574)

@rjzamora rjzamora marked this pull request as ready for review April 2, 2024 17:36
@rjzamora rjzamora requested review from a team as code owners April 2, 2024 17:36
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rjzamora commented Apr 2, 2024

The dask/dask-expr nightly-conda situation should be fixed now. So dask-related CI should start passing now.

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bdice commented Apr 3, 2024 •
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I reran the failed CI jobs (network issues). @rjzamora Is this ready for review?

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Changes look fine to me.

python/dask_cudf/dask_cudf/expr/_expr.py Outdated Show resolved Hide resolved
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rjzamora commented Apr 3, 2024

Is this ready for review?

Yeah, thanks @bdice !

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rjzamora commented Apr 8, 2024

/merge

@rapids-bot rapids-bot bot merged commit 3896222 into rapidsai:branch-24.06 Apr 8, 2024
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@rjzamora rjzamora deleted the fix-var branch April 8, 2024 15:20
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@galipremsagar galipremsagar galipremsagar approved these changes

@bdice bdice bdice approved these changes

@raydouglass raydouglass raydouglass approved these changes

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Labels
2 - In Progress Currently a work in progress bug Something isn't working non-breaking Non-breaking change Python Affects Python cuDF API.
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cuDF/Dask/Numba/UCX
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@rjzamora @bdice @raydouglass @galipremsagar