How Apache Iceberg avoids the consistency problems of Hive tables on S3 with a persistent metadata tree, atomic commits, and serializable isolation.
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How a lakehouse splits a database into layers (Parquet storage, an Iceberg table format, a catalog, and query engines) and why that modularity matters.
Introductory Course to Data Engineering for Apache Iceberg Lakehouses