id,node_id,number,title,user,state,locked,assignee,milestone,comments,created_at,updated_at,closed_at,author_association,active_lock_reason,draft,pull_request,body,reactions,performed_via_github_app,state_reason,repo,type 342426261,MDU6SXNzdWUzNDI0MjYyNjE=,2299,Confusing behaviour with MultiIndex,1882397,closed,0,6815844,,1,2018-07-18T17:41:12Z,2018-08-13T22:16:31Z,2018-08-13T22:16:31Z,NONE,,,,"`Dataset` allows assignment of new variables with dimension names that are used in a MultiIndex, even if the lengths do not match the existing coordinate. ```python a = pd.DataFrame({'a': [1, 2], 'b': [3, 4]}).unstack('a') a.index.names = ['dim0', 'dim1'] a.index.name = 'stacked_dim' b = xr.Dataset(coords={'dim0': ['a', 'b'], 'dim1': [0, 1]}) b = b.stack(dim_stacked=['dim0', 'dim1']) assert(len(b.dim0) == 4) # This should raise an errors because the length is != 4 b['c'] = (('dim0',), [10, 11]) b ``` Instead, it reports `dim0` as a new dimension without coordinates: ``` Dimensions: (dim0: 2, dim_stacked: 4) Coordinates: * dim_stacked (dim_stacked) MultiIndex - dim0 (dim_stacked) object 'a' 'a' 'b' 'b' - dim1 (dim_stacked) int64 0 1 0 1 Dimensions without coordinates: dim0 Data variables: c (dim0) int64 10 11 ``` Similar cases of coordinates that aren't used do raise an error: ```python ds = xr.Dataset() ds.coords['a'] = [1, 2, 3] ds = ds.sel(a=1) ds['b'] = (('a',), [1, 2]) ds ``` #### Output of ``xr.show_versions()``
``` INSTALLED VERSIONS ------------------ commit: None python: 3.6.5.final.0 python-bits: 64 OS: Darwin OS-release: 17.7.0 machine: x86_64 processor: i386 byteorder: little LC_ALL: en_GB.UTF-8 LANG: None LOCALE: en_GB.UTF-8 xarray: 0.10.7 pandas: 0.23.2 numpy: 1.14.5 scipy: 1.1.0 netCDF4: 1.4.0 h5netcdf: None h5py: 2.8.0 Nio: None zarr: None bottleneck: 1.2.1 cyordereddict: None dask: 0.18.1 distributed: 1.22.0 matplotlib: 2.2.2 cartopy: None seaborn: 0.8.1 setuptools: 39.2.0 pip: 10.0.1 conda: 4.5.8 pytest: 3.6.2 IPython: 6.4.0 sphinx: 1.7.5 ```
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