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  • benbovy · 2 ✖

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  • sel along 1D non-index coordinates · 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
925694605 https://github.com/pydata/xarray/pull/3925#issuecomment-925694605 https://api.github.com/repos/pydata/xarray/issues/3925 IC_kwDOAMm_X843LPqN benbovy 4160723 2021-09-23T10:37:07Z 2021-09-23T10:37:07Z MEMBER

In #5692 it is possible to perform selection using non-dimension coordinates with an index, although there's no easy way yet to set an index for such coordinates (this will be done in a follow-up PR by updating the API of set_index). 

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   sel along 1D non-index coordinates 592312709
794116358 https://github.com/pydata/xarray/pull/3925#issuecomment-794116358 https://api.github.com/repos/pydata/xarray/issues/3925 MDEyOklzc3VlQ29tbWVudDc5NDExNjM1OA== benbovy 4160723 2021-03-09T16:23:17Z 2021-03-09T16:23:17Z MEMBER

pandas is 1000x faster than NumPy if the index is pre-existing, but 100x slower if the index is new. That's a 1e5 fold slow-down!

I think users will appreciate the flexibility, but if there's some way we warn users that they really should set the index ahead of time when they are doing repeating indexing that could also be welcome.

I think it's a good use case for some kind of EphemeralIndex (or BasicIndex or NumpyIndex) once the explicit index refactoring is done, along with some good documentation on which index to choose for which purpose.

 
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   sel along 1D non-index coordinates 592312709

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