polars for rapids config

[aiturbidemil]

No description provided.

[gemini-code-assist]

Summary of Changes

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This pull request integrates the polars-lts-cpu library into the python-3.12.10-rapids configuration. This addition ensures that the Polars data manipulation library is available within this specific environment, enabling enhanced data processing capabilities for projects utilizing this setup.

Highlights

• Dependency Addition: The polars-lts-cpu package, version 1.33.1, has been added to the list of required dependencies within the python-3.12.10-rapids/config.json file.

Changelog

• python-3.12.10-rapids/config.json
  • Added polars-lts-cpu==1.33.1 to the list of package dependencies.

Activity

• No specific activity (comments, reviews, or progress updates) has been recorded for this pull request yet.

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[gemini-code-assist]

Code Review

This pull request adds polars to the RAPIDS configuration. My review suggests a change to use the GPU-enabled version of Polars to better align with the GPU-accelerated nature of the RAPIDS environment. This will ensure that Polars operations can leverage the GPU for better performance.

_{Note: Security Review has been skipped due to the limited scope of the PR.}

[gemini-code-assist]

For a RAPIDS configuration, which is focused on GPU acceleration and already includes cudf, it is recommended to use the GPU-enabled version of Polars, polars-lts-gpu. This will allow Polars to leverage the GPU for improved performance, which is aligned with the goals of a RAPIDS environment. Using the CPU version might create a performance bottleneck.

Suggested change

	"polars-lts-cpu==1.33.1",
	"polars-lts-gpu==1.33.1",