-
-
Notifications
You must be signed in to change notification settings - Fork 1.2k
Open
Labels
bugiotopic-chunked-arraysManaging different chunked backends, e.g. daskManaging different chunked backends, e.g. dask
Description
What happened?
Passing chunks=None to xr.open_dataset/open_mfdataset is supposed to avoid using dask at all, returning lazily-indexed numpy arrays even if dask is installed. However chunks=None doesn't currently work for xr.open_mfdataset as it gets silently coerced internally to chunks={}, which creates dask chunks aligned with the on-disk files.
Offending line of code:
Line 1040 in 12123be
| open_kwargs = dict(engine=engine, chunks=chunks or {}, **kwargs) |
What did you expect to happen?
Passing chunks=None to open_mfdataset should return lazily-indexed numpy arrays, like open_dataset does.
Minimal Complete Verifiable Example
ds = xr.tutorial.open_dataset("air_temperature")
ds1 = ds.isel(time=slice(None, 1000))
ds2 = ds.isel(time=slice(1000, None))
ds1.to_netcdf('air1.nc')
ds2.to_netcdf('air2.nc')
combined = xr.open_mfdataset(['air1.nc', 'air2.nc'], chunks=None)
print(type(combined['air'].data))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
dask.array.core.ArrayAnything else we need to know?
As the default is None, changing this without changing the default would be a breaking change. But the current behaviour is also not intended.
Environment
main
Reactions are currently unavailable
Metadata
Metadata
Assignees
Labels
bugiotopic-chunked-arraysManaging different chunked backends, e.g. daskManaging different chunked backends, e.g. dask