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  • benbovy · 2 ✖

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  • API design for pointwise indexing · 2 ✖

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id html_url issue_url node_id user created_at updated_at ▲ author_association body reactions performed_via_github_app issue
1260794423 https://github.com/pydata/xarray/issues/475#issuecomment-1260794423 https://api.github.com/repos/pydata/xarray/issues/475 IC_kwDOAMm_X85LJjI3 benbovy 4160723 2022-09-28T11:55:04Z 2022-09-28T11:55:04Z MEMBER

There hasn't been much activity here since quite some time.

Meanwhile, there has been the development of the xoak package that supports point-wise indexing of Xarray objects with various indexes (either generic like scipy.spatial.cKDTree or more specific like pys2index's S2PointIndex for lat/lon point data). xoak leverage Xarray's advanced indexing capabilities and supports selection using both coordinates and indexers with an arbitrary number of dimensions.

With the forthcoming Xarray release, it will be possible to create and assign custom indexes to DataArray / Dataset objects. The plan for xoak is then to just provide some custom indexes so that we can perform point-wise selection directly with Dataset.sel() instead of Dataset.xoak.sel().

 
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   API design for pointwise indexing 95114700
355524371 https://github.com/pydata/xarray/issues/475#issuecomment-355524371 https://api.github.com/repos/pydata/xarray/issues/475 MDEyOklzc3VlQ29tbWVudDM1NTUyNDM3MQ== benbovy 4160723 2018-01-05T10:38:52Z 2018-01-05T10:38:52Z MEMBER

Note that it will probably be easier to implement such KDTreeIndex after having refactored indexes and multi-indexes in xarray (see #1603). I think this refactoring would represent a good amount of work, though, so maybe we can do it after if you don't want to wait too long for the KD-Tree feature?

 
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   API design for pointwise indexing 95114700

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