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Parquet, Partitioning, and Cloud Data Layout

Design cloud data layouts that make Dask DataFrame and Xarray workflows efficient and predictable.

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About this course

4 lessons
2 modules
1.5 hours
Ava Morgan
Tags
ParquetCloud object storageData layout
Dask DataFrames
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1.Storage layout

Connect file format, partition size, and cloud access patterns.

  • Parquet layout primerarticle - 12 min
  • Storage layout checkquiz - 6 min

2.Xarray and geospatial

Apply chunking discipline to array-style cloud datasets.

  • Xarray cloud chunkingarticle - 12 min
  • Chunking scenarioquiz - 6 min