Published onSeptember 8, 2026Data systems engineering, part 3: Parquet files, partitioned storage, and the small-files tradeoffdata-engineeringsparkpysparkparquetdata-platformA concrete Spark experiment comparing unpartitioned and order-date-partitioned Parquet layouts, with physical files, directory pruning, pushed filters, task counts, and small-files economics.