Use CubinLinker for CUDA Minor Version Compatibility

[gmarkall]

Description

This switches to using CubinLinker (from PTXCompiler, but CubinLinker uses PTXCompiler internally) for Minor Version Compatibility. This enables support for all Numba features except linking archives with MVC, in support of use cases such as String UDFs (#11319) with MVC.

This temporarily uses packages from my channel, whilst I ensure that there are no issues with the CubinLinker packages using the CI for this PR.

Note: This PR uses packages from the numba channel for Numba 0.56.2. The use of this channel can be reverted, once Numba 0.56.2 is available from the conda-forge channel. As such, this PR presently has the "DO NOT MERGE" label.

Checklist

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

[galipremsagar]

CI errors related to :https://github.com/dask/dask/issues/9490

[codecov[bot]]

Codecov Report

:exclamation: No coverage uploaded for pull request base (branch-22.10@4023b65). Click here to learn what that means. Patch has no changes to coverable lines.

:exclamation: Current head 24918f7 differs from pull request most recent head c3c1973. Consider uploading reports for the commit c3c1973 to get more accurate results

Additional details and impacted files

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[gmarkall]

Now that all the required packages are available in the usual channels (Numba 0.56.2 from conda-forge and CubinLinker from rapidsai) I've removed the "DO NOT MERGE" label. Additionally I've added some changes from Brandon that remove the checks on the driver / runtime versions for enabling string UDFs, as the changes in this branch mean that those checks should no longer be necessary.

Assuming the tests all pass this should be good for a review / merge if the review is OK.

[galipremsagar]

I opened an integration repo PR: https://github.com/rapidsai/integration/pull/535

[jakirkham]

Thanks all! 🎉