Pangeo#

Notebooks#

The following example notebooks demonstrate the use of Cubed with Xarray to tackle some challenging Pangeo workloads:

  1. Pangeo Vorticity Workload

  2. Pangeo Quadratic Means Workload

  3. Pangeo Transformed Eulerian Mean Workload

  4. Pangeo Climatological Anomalies Workload

Running the notebook examples#

Before running these notebook examples, you will need to install some additional dependencies (besides Cubed).

conda install rich pydot flox cubed-xarray

cubed-xarray is necessary to wrap Cubed arrays as Xarray DataArrays or Xarray Datasets. flox is for supporting efficient groupby operations in Xarray. pydot allows plotting the Cubed execution plan. rich is for showing progress of array operations within callbacks applied to Cubed plan operations.