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  • Reduction APIs for groupby, groupby_bins, resample, rolling · 1 ✖

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412659630 https://github.com/pydata/xarray/issues/2363#issuecomment-412659630 https://api.github.com/repos/pydata/xarray/issues/2363 MDEyOklzc3VlQ29tbWVudDQxMjY1OTYzMA== shoyer 1217238 2018-08-13T20:51:14Z 2018-08-13T20:51:14Z MEMBER

This does seem to be a little inconsistent currently.

My original reasoning for the default groupby behavior was that that this felt more consistent with the behavior for non-grouped reductions, which reduces across all dimensions.

But it's probably less useful, and results in a lot of redundant code. I can only think of a few times when I've actually wanted this behavior, rather than summing over only the grouped dimension. Especially when going from 1D -> ND, this is a likely source of errors.

So instead, we could change this to: ds.groupby('time.month').mean() # result dims : ('month', 'x') ds.groupby('time.month').mean(dim=None) # result dims : ('month',)

Or maybe we could add a special constant xarray.ALL_DIMS to indicate all dimensions? This is probably the most readable version: ds.groupby('time.month').mean(dim=xarray.ALL_DIMS) # result dims : ('month',)

 
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   Reduction APIs for groupby, groupby_bins, resample, rolling 349857086

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