Schema Evolution (in Lakehouse)

Schema Evolution in a Lakehouse context refers to the ability to safely modify the schema (add, drop, rename, reorder, or change types of columns) of tables managed by open table formats like Apache Iceberg, even after data has been written. These formats provide guarantees that schema changes won't break existing data or require expensive table rewrites, which is essential for long-term data management on data lakes.