In modern data architecture, clarifying the distinction between file formats (like Avro, Parquet) and table formats (like Iceberg, Delta Lake), as well as interoperability layers (XTable), is critical. Your choice guides performance, mutability, governance, and platform flexibility. This post gives a quick explanation of the various formats and why you should/shouldn’t use them. Avro Row-oriented, … Continue reading Which DataFrame?