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[DMN][WIP] Experimental multi-GPU Polars testing #18335

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Description

This branch combines several in-flight PRs and includes a benchmarking script (for temporary convenience). This PR will never be merged, but will be kept open until it is roughly identical to branch-25.06 (aside from the benchmarking script).

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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 added feature request New feature or request 2 - In Progress Currently a work in progress non-breaking Non-breaking change cudf.polars Issues specific to cudf.polars labels Mar 20, 2025
@rjzamora rjzamora self-assigned this Mar 20, 2025
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@github-actions github-actions bot added the Python Affects Python cuDF API. label Mar 20, 2025
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cc @pentschev @quasiben - I decided to open a PR for cudf-polars-multi-combined to make it easier for us to discuss (and for others to push to my branch).

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2 - In Progress Currently a work in progress cudf.polars Issues specific to cudf.polars feature request New feature or request non-breaking Non-breaking change Python Affects Python cuDF API.
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