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- Dataset.groupby() doesn't preserve variables order · 8 ✖
id | html_url | issue_url | node_id | user | created_at | updated_at ▲ | author_association | body | reactions | performed_via_github_app | issue |
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344386680 | https://github.com/pydata/xarray/issues/1042#issuecomment-344386680 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDM0NDM4NjY4MA== | cwerner 13906519 | 2017-11-14T20:24:49Z | 2017-11-14T20:24:49Z | NONE | @jhamman Yes, indeed. Sorry to spam this old issue. I misread this one - #757 is what'm seeing. |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
344386257 | https://github.com/pydata/xarray/issues/1042#issuecomment-344386257 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDM0NDM4NjI1Nw== | jhamman 2443309 | 2017-11-14T20:23:22Z | 2017-11-14T20:23:22Z | MEMBER | @chris-b1 - I think you're seeing the issue described in #757. |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
344385473 | https://github.com/pydata/xarray/issues/1042#issuecomment-344385473 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDM0NDM4NTQ3Mw== | cwerner 13906519 | 2017-11-14T20:20:38Z | 2017-11-14T20:22:46Z | NONE | I am seeing something similar, but maybe this is another issue (I'm on 0.10.0rc2)? I do get a sorted string coordinate after a groupby... My scenario is, that I have a dataset with a coord like this:
``` pfts = ds.coords['pft'].values.tolist() pfts_simplified = [remove(x) for x in pfts] ds2['pft_agg'] = xr.full_like(ds['pft'], 0) ds2['pft_agg'][:] = pfts_simplified ds2_agg = ds2.groupby('pft_agg').sum(dim='pft', skipna=False) result = ds2_agg.rename({'pft_agg': 'pft'}) ``` Then in the end I have: ``` <xarray.DataArray 'pft' (pft: 8)> array(['BBS', 'B_s', 'C3G', 'TeBE', 'TeBE_scl', 'TeBS', 'TeNE', 'Te_s'], dtype=object) Coordinates: * pft (pft) object 'BBS' 'B_s' 'C3G' 'TeBE' 'TeBE_scl' 'TeBS' 'TeNE' ... ``` Am I missing something? |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
257814934 | https://github.com/pydata/xarray/issues/1042#issuecomment-257814934 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDI1NzgxNDkzNA== | fmaussion 10050469 | 2016-11-02T09:34:46Z | 2016-11-02T09:34:46Z | MEMBER | Closed via https://github.com/pydata/xarray/pull/1049 |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
253936119 | https://github.com/pydata/xarray/issues/1042#issuecomment-253936119 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDI1MzkzNjExOQ== | shoyer 1217238 | 2016-10-14T22:35:56Z | 2016-10-14T22:35:56Z | MEMBER | So the tricky part here is that it's not obvious what is breaking here. One clue is that reducing doesn't seem to be necessary -- I can reproduce this just with applying an identity transform: ``` In [6]: identity = lambda x: x In [7]: ds.groupby('t').apply(identity) Out[7]: <xarray.Dataset> Dimensions: (t: 10) Coordinates: * t (t) int64 0 1 2 3 4 5 6 7 8 9 Data variables: a (t) int64 0 1 2 3 4 5 6 7 8 9 c (t) int64 0 1 2 3 4 5 6 7 8 9 b (t) int64 0 1 2 3 4 5 6 7 8 9 ``` Actually, it looks like it's probably a ``` In [17]: gb = ds.groupby('t') In [18]: grouped = [v for _, v in gb] In [20]: [list(g.data_vars) for g in grouped] Out[20]: [['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c'], ['a', 'b', 'c']] In [21]: xr.concat(grouped, dim='t') Out[21]: <xarray.Dataset> Dimensions: (t: 10) Coordinates: * t (t) int64 0 1 2 3 4 5 6 7 8 9 Data variables: a (t) int64 0 1 2 3 4 5 6 7 8 9 c (t) int64 0 1 2 3 4 5 6 7 8 9 b (t) int64 0 1 2 3 4 5 6 7 8 9 ``` |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
253932983 | https://github.com/pydata/xarray/issues/1042#issuecomment-253932983 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDI1MzkzMjk4Mw== | fmaussion 10050469 | 2016-10-14T22:16:37Z | 2016-10-14T22:16:37Z | MEMBER | @shoyer I'd be happy to provide a fix if you want. Could you give a short pointer as to where the logic is implemented? |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
252506038 | https://github.com/pydata/xarray/issues/1042#issuecomment-252506038 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDI1MjUwNjAzOA== | fmaussion 10050469 | 2016-10-09T19:13:49Z | 2016-10-09T19:13:49Z | MEMBER | Thanks @shoyer , here's a mwe: ``` python import xarray as xr import numpy as np ds = xr.Dataset() for vn in ['a', 'b', 'c']: ds[vn] = xr.DataArray(np.arange(10), dims=['t']) ds.groupby('t').mean() <xarray.Dataset> Dimensions: (t: 10) Coordinates: * t (t) int64 0 1 2 3 4 5 6 7 8 9 Data variables: a (t) float64 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 c (t) float64 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 b (t) float64 0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0 8.0 9.0 ``` |
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Dataset.groupby() doesn't preserve variables order 181881219 | |
252505663 | https://github.com/pydata/xarray/issues/1042#issuecomment-252505663 | https://api.github.com/repos/pydata/xarray/issues/1042 | MDEyOklzc3VlQ29tbWVudDI1MjUwNTY2Mw== | shoyer 1217238 | 2016-10-09T19:06:39Z | 2016-10-09T19:06:39Z | MEMBER | This is probably a bug. Usually, we're pretty careful to always use |
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Dataset.groupby() doesn't preserve variables order 181881219 |
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