If you were ready to throw away a bit of archival quality, I wonder if writing Apache Arrow straight to disk and then just mmap your columns back in for a query.
It's certainly possible. But Parquet and Arrow are being built with each other in mind. I doubt the tradeoffs on storage, durability, and future-proofness are worth skipping the marginal overhead to load a Parquet file into memory.
