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new chapter for IO-boundness, data formats and xarray #140

Description

@jhidding

Learning objectives:

  • Assess the applicability of different data formats: csv, parquet, netcdf, npy, pickle.
  • Discuss the importance of data standards with regards to FAIR principles.
  • Assess IO performance for different formats.
  • Use XArray (or equivalent machinery) to read and write massive amounts of data in parallel.

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