That is correct Tim M. - so you'll have to keep in mind that if underlying Iceberg files get modified but new operations these changes will not be picked up by the DuckLake. This approach is great if you update your data in batches on an interval. In that case, you could very easily append a COPY operation after each pipeline to "refresh" the DuckLake database