The significant pressures artificial intelligence (AI) has placed on data architectures to be more efficient has led to the rise of data lakehouse architectures, which decouple the storage and tracking of data from how it is accessed and processed. The essence of this approach lies in storing datasets within a data lake, utilizing open table formats such as Apache Iceberg, Delta Lake, or Apache...