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Description
What happened?
ds = xr.Dataset(
coords={"lat": ("lat", [20, 21, 22, 23])}
)
ds.sel(lat=slice(21, 22), method="nearest")
NotImplementedError: cannot use ``method`` argument if any indexers are slice objects
What did you expect to happen?
This to return
xr.Dataset(
coords={"lat": ("lat", [21, 22])}
)
which is what is returned by
ds.sel(lat=slice(21, 22))
I also expect this to work for non-integers too, as it does when selecting points rather than slices.
Minimal Complete Verifiable Example
MVCE confirmation
- Minimal example — the example is as focused as reasonably possible to demonstrate the underlying issue in xarray.
- Complete example — the example is self-contained, including all data and the text of any traceback.
- Verifiable example — the example copy & pastes into an IPython prompt or Binder notebook, returning the result.
- New issue — a search of GitHub Issues suggests this is not a duplicate.
- Recent environment — the issue occurs with the latest version of xarray and its dependencies.
Relevant log output
Anything else we need to know?
It looks like the core reason this isn't implemented is because whilst pandas.Index.get_indexer
supports method
and tolerance
for point selection, pandas.Index.slice_indexer
does not support those kwargs.
But it does seem like it should be possible to work around this for simple cases in xarray, by simply calling pandas.Index.get_indexer
once to get the start position of the slice, and again to get the end position of the slice.
Environment
main