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Handle zarr returning cupy Arrays #1872

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@ilan-gold

Please describe your wishes and possible alternatives to achieve the desired result.

After #1726 people will be able to have zarr return GPU-based arrays. We should ensure that we are ready for this feature change:

  • Allow SparseDataset to return cupy sparse arrays/matrices
  • Handle (either error, local setting etc.) return GPU arrays in places that definitely will not support them like DataFrame instances
  • Investigate AwkwardArray compatibility with this feature
  • Ensure dask is ready for this change
  • Add tests for the new zarr settings to allow for this in general

cc @Intron7

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