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https://github.com/pydata/xarray/issues/1408#issuecomment-301303055 https://api.github.com/repos/pydata/xarray/issues/1408 301303055 MDEyOklzc3VlQ29tbWVudDMwMTMwMzA1NQ== 6815844 2017-05-14T10:19:15Z 2017-05-14T10:19:15Z MEMBER

@shoyer Thanks for the information. (Sorry for my inaccurate ipython output)

Another related issue is

python In[3]: ds.isel(yx=1) Out[3]: <xarray.Dataset> Dimensions: () Coordinates: yx object ('a', 1) Data variables: foo int64 1 where MultiIndex structure is totally gone. (ds.isel(yx=[0, 1]) works perfectly.)

I am now looking into the code. Do you guys have any idea to fix them? I am thinking to modify Index.remap_label_indexers so that it also returns selected_dims containing names of dims that should be converted to scalar coordinates.

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