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  • shoyer · 2 ✖

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448817147 https://github.com/pydata/xarray/pull/2621#issuecomment-448817147 https://api.github.com/repos/pydata/xarray/issues/2621 MDEyOklzc3VlQ29tbWVudDQ0ODgxNzE0Nw== shoyer 1217238 2018-12-20T01:07:27Z 2018-12-20T01:07:27Z MEMBER

This issue does not matter only in unstack but also in sel (reindex also?).

Can you explain why matters for .sel()? I guess it slows down repeated indexing?

My inclination was just to copy what pandas does (which is only removing unused levels in unstack)

 
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   Fix multiindex selection 392535505
448677802 https://github.com/pydata/xarray/pull/2621#issuecomment-448677802 https://api.github.com/repos/pydata/xarray/issues/2621 MDEyOklzc3VlQ29tbWVudDQ0ODY3NzgwMg== shoyer 1217238 2018-12-19T17:26:36Z 2018-12-19T17:26:36Z MEMBER

Should we update levels after indexing or when stacking? Pandas does the later: ``` In [31]: import pandas as pd

In [32]: mindex = pd.MultiIndex.from_product([[1, 2, 3], ['a', 'b']])

In [33]: s = pd.Series(range(6), mindex)

In [34]: s.loc[:1].index Out[34]: MultiIndex(levels=[[1, 2, 3], ['a', 'b']], labels=[[0, 0], [0, 1]])

In [35]: s.loc[:1].unstack() Out[35]: a b 1 0 1 ```

The advantage of waiting until unstacking is that removing unused levels could be expensive compared to indexing: it runs in time O(L+N), where L is the size of the original level and N is the length of the new multi-index.

 
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   Fix multiindex selection 392535505

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