feat(cutout): add max_distance_km optional argument to cutout
#522
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Description
This PR introduces an additional option for masking the global dataset during cutouts, thereby optimising its memory footprint.
This functionality is currently implemented in anemoi-training through grid_indices, but making this small change would remove a significant amount of complexity from anemoi-core.
cutout_mask()function.cutoutoperation.As a contributor to the Anemoi framework, please ensure that your changes include unit tests, updates to any affected dependencies and documentation, and have been tested in a parallel setting (i.e., with multiple GPUs). As a reviewer, you are also responsible for verifying these aspects and requesting changes if they are not adequately addressed. For guidelines about those please refer to https://anemoi.readthedocs.io/en/latest/
By opening this pull request, I affirm that all authors agree to the Contributor License Agreement.
📚 Documentation preview 📚: https://anemoi-datasets--522.org.readthedocs.build/en/522/