Upsert support with fast, pluggable indexing.

Atomically publish data with rollback support.

Snapshot isolation between writer & queries.

Savepoints for data recovery.

Manages file sizes, layout using statistics.

Async compaction of row & columnar data.

Timeline metadata to track lineage.

Optimize data lake layout with clustering.