xarray is one of key packages in Pangeo.
Step-by-step guide for 10.8
- !conda update -y -n base -c defaults conda
- !conda install -y xarray
Step-by-step guide for 10.7.1
ArcGIS 10.7.1 Notebook Server has a bug that doesn't allow to use conda for installing xarray.
You need to use pip instead of conda.
- !pip install --upgrade pandas
- !pip install --upgrade netCDF4
- !pip install --upgrade bottleneck
- !pip install xarray
You may encounter error message that can be ignored:
ERROR: fastai 1.0.50.post1 requires nvidia-ml-py3, which is not installed.
NVDIA GPU enabled instance may help to get rid of the above warning.
![]() |
Use the following code to test xarray.
import xarray as xr import numpy as np data = xr.DataArray(np.random.randn(2, 3), dims=('x', 'y'), coords={'x': [10, 20]}) print(data) |