SDF is a multi-dialect SQL compiler, transformation framework, and analytical database engine.

Unlike other data transformation tools like DBT, SDF extracts SQL compilers from their clouds, understanding proprietary dialects of SQL (like Snowflake) so deeply that it can ultimately execute them.