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Loading and subsetting data speed up #627

@b-barton

Description

@b-barton

Description of plan:
Incorporate Xarray preprocessing for subsetting into COAsT. This could be done by loading data using xr.open_mfdataset() and passing it a subsetting partial function in the "preprocess" keyword.

AC:

  • Loading CANARI data is sped up
    
  • New example dataset is made available
    
  • A python notebook describing how to play with CANARI data is written
    
  • A unit test for new code is added.
    

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