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Deprecate to/from_dask_dataframe
APIs in dask-cudf
#15592
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Merged
Deprecate to/from_dask_dataframe
APIs in dask-cudf
#15592
rapids-bot
merged 14 commits into
rapidsai:branch-24.06
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rjzamora:deprecate-to-from-dask-dataframe
Apr 30, 2024
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Minor notebook change. Motivated by rapidsai/cudf#15592 @taureandyernv - Just an FYI: I'm sure there is plenty of example code/documentation floating around that uses `dask_cudf.to/from_dask_dataframe`. I will be looking for this, and changing it to `*.to_backend("cudf"/"pandas")`. Feel free to point out problem areas :) Authors: - Richard (Rick) Zamora (https://github.com/rjzamora) - Dante Gama Dessavre (https://github.com/dantegd) Approvers: - Dante Gama Dessavre (https://github.com/dantegd) URL: #5862
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Co-authored-by: Charles Blackmon-Luca <[email protected]>
…a/cudf into deprecate-to-from-dask-dataframe
…o-from-dask-dataframe
…a/cudf into deprecate-to-from-dask-dataframe
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Thanks @rjzamora!
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dask
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Affects Python cuDF API.
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Description
The
to/from_dask_dataframe
APIs have been obsolete for a long time. It is always better to useddf.to_backend("cudf")
orddf.to_backend("pandas")
instead.These APIs are also "dangerous" to use with dask-expr, because the same API names are still used to convert data to/from "legacy" Dask collections. Note that dask-expr also deprecated
to/from_dask_dataframe
in favor ofto/from_legacy_dataframe
, but the conflicting APIs still exist (for now).Checklist