A data lakehouse keeps data in open files on lake storage while adding table-level guarantees such as transactions, schema management, time travel, and updates.

The pattern narrows the gap between lakes and warehouses. Table formats such as Delta Lake, Apache Iceberg, and Apache Hudi turn folders of files into managed analytical tables.

In this chapter, you will learn: