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[WIP] Add custom groupby-aggregation to Dask cuDF #17009

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@rjzamora rjzamora commented Oct 7, 2024

Description

The legacy Dask cuDF implementation uses a custom code path for GroupBy aggregations. However, when query-planning is enabled (the default), we use the same algorithm as the pandas backend. This PR ports the custom "fused aggregation" code path over to the dask-expr version of Dask cuDF.

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  • 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 self-assigned this Oct 7, 2024
@github-actions github-actions bot added the Python Affects Python cuDF API. label Oct 7, 2024
@rjzamora rjzamora added 2 - In Progress Currently a work in progress dask Dask issue improvement Improvement / enhancement to an existing function non-breaking Non-breaking change labels Oct 8, 2024
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2 - In Progress Currently a work in progress dask Dask issue improvement Improvement / enhancement to an existing function non-breaking Non-breaking change Python Affects Python cuDF API.
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