tl;dr:"SQL should be the first option considered for new data engineering work. It’s robust, fast, future-proof and testable. With a bit of care, it’s clear and readable. A new SQL engine - DuckDB - makes SQL competitive with other high performance dataframe libraries, making SQL a good candidate for data of all sizes."