You can already use Spark SQL to query files (e.g. CSV, JSON, Parquet) directly on various storage systems without ETL. It doesn&#x27;t have as much research novelty as NoDB, but it is used in a lot of production data pipelines and ad-hoc analysis on &quot;raw data files&quot;.