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  • Posts tagged PFT

Posts tagged PFT

Sparse arrays and the CESM land model component

  • 24 February 2022
  • Deepak Cherian , Katie Dagon
  • sparse CLM PFT dask

An underappreciated feature of Xarray + Dask is the ability to plug in different array types. Usually we work with Xarray wrapping a Dask array which in turn uses NumPy arrays for each block; or just Xarray wrapping NumPy arrays directly. NumPy arrays are dense in-memory arrays. Other array types exist:

sparse for sparse arrays

../../../_images/c4d9bf482f609b5c8823a94f55faa35a854a944a89bdc967aff406eb134a52c5.png

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