html_url,issue_url,id,node_id,user,created_at,updated_at,author_association,body,reactions,performed_via_github_app,issue https://github.com/pydata/xarray/issues/6560#issuecomment-1118690026,https://api.github.com/repos/pydata/xarray/issues/6560,1118690026,IC_kwDOAMm_X85Crdrq,2448579,2022-05-05T15:21:22Z,2022-05-05T15:21:40Z,MEMBER,"OK it has to do with the lazy backend. Calling `data_example.load()` fixes things. @jesieleo in the mean time, if your data is small use `load_dataset` or `load` to fix it. Though I still can't make a minimal example. The example below works fine. ``` python import numpy as np import xarray as xr ds = xr.Dataset( { ""z"": ( (""time"", ""isoBaricInhPa"", ""latitude"", ""longitude""), np.ones((1, 5, 721, 1440)), ) }, coords={""latitude"": np.linspace(-90, 90, 721)}, ).to_netcdf(""test.nc"") ds = xr.open_dataset('test.nc') ds.isel(time=[0], isoBaricInhPa=1).z[:, ::10, :][:, ::-1, :] ```","{""total_count"": 1, ""+1"": 1, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,1222609313 https://github.com/pydata/xarray/issues/6560#issuecomment-1118682989,https://api.github.com/repos/pydata/xarray/issues/6560,1118682989,IC_kwDOAMm_X85Crb9t,2448579,2022-05-05T15:16:33Z,2022-05-05T15:16:52Z,MEMBER,"OK turns out my attempts at a minimal example didn't work. There's some bug here (on xarray main) 1. the size of `latitude` is different in `.sizes, .shape, .data.shape` and 2. latitude really should be 73 elements. I don't see why a subsetting happens when slicing with `::-` ----- @jesieleo here's how I tried to create a ""minimal example"" ``` python import xarray as xr import numpy as np ds = xr.Dataset( { ""z"": ( (""time"", ""isoBaricInhPa"", ""latitude"", ""longitude""), np.ones((1, 5, 721, 1440)), # use numpy.ones to create array of same shape. ) }, coords={""latitude"": np.linspace(-90, 90, 721)}, ) ds.isel(isoBaricInhPa=1).z[:, ::10, :][:, ::-1, :] ``` Though this doesn't replicate it! ","{""total_count"": 1, ""+1"": 1, ""-1"": 0, ""laugh"": 0, ""hooray"": 0, ""confused"": 0, ""heart"": 0, ""rocket"": 0, ""eyes"": 0}",,1222609313