Simpler, but you can avoid huge amounts of work just simply by not loading what you need. That's the beauty of the scan_* apis in polars. Most query engines hav

Simpler, but you can avoid huge amounts of work just simply by not loading what you need. That's the beauty of the scan_* apis in polars. Most query engines have some level of support for io skipping.