Yeah by ingest I mean COPY FROM or attach via the SQLite extension. Then you can `INSERT INTO duckdbTable (select * from sqliteDb.sqliteTable)` or similar. I don’t think duckdb aggregate on native SQLite format will have any advantage; I think the native duckdb format would be necessary to see a big advantage over doing the aggregate in SQLite directly based on my reading of the duckdb extension code.