The following code can check the whether a DataArray
is dask.array
but it will load all data into memory and is thus very slow.
import dask.array as da
import xarray as xr
ds = xr.tutorial.open_dataset('air_temperature',
chunks={'lat': 25, 'lon': 25, 'time': -1})
if isinstance(ds.air.data, da.Array):
print('It is dask.Array')
I would like to get the results without loading the whole variable into memory.
xarray.DataArray.chunks
will return a tuple of chunksizes if the data is a dask array, or None
if not. So you can simply test with:
if ds.air.chunks is not None:
print('It is dask.Array')
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