The pitch for this sounds very similar to the pitch for Vortex (i.e. obviating the need to create a new format every time a shift occurs in data processing and computing by providing a data organization structure and a general-purpose API to allow developers to add new encoding schemes easily).
But I'm not totally clear what the relationship between F3 and Vortex is. It says their prototype uses the encoding implementation in Vortex, but does not use the Vortex type system?
The backstory is complicated. The plan was to establish a consortium between CMU, Tsinghua, Meta, CWI, VoltronData, Nvidia, and SpiralDB to unify behind a single file format. But that fell through after CMU's lawyers freaked out over Meta's NDA stuff to get access to a preview of Velox Nimble. IANAL, but Meta's NDA seemed reasonable to me. So the plan fell through after about a year, and then everyone released their own format:
On the research side, we (CMU + Tsinghua) weren't interested in developing new encoders and instead wanted to focus on the WASM embedding part. The original idea came as a suggestion from Hannes@DuckDB to Wes McKinney (a co-author with us). We just used Vortex's implementations since they were in Rust and with some tweaks we could get most of them to compile to WASM. Vortex is orthogonal to the F3 project and has the engineering energy necessary to support it. F3 is an academic prototype right now.
I note that the Germans also released their own fileformat this year that also uses WASM. But they WASM-ify the entire file and not individual column groups:
Andrew, it’s always great to read the background from the author on how (and even why!) this all played out. This comment is incredibly helpful for understanding the context of why all these multiple formats were born.
If I could ask you to speculate for a second, how do you think we will go from here to a clear successor to Parquet?
Will one of the new formats absorb the others' features? Will there be a format war a la iceberg vs delta lake vs hudi? Will there be a new consortium now that everyone's formats are out in the wild?
... Are you saying that there's 5 competing "universal" file format projects? Each with different non-compatible approaches? Is this a laughing/crying thing, or a "lots of interesting paths to explore" thing?
Also, back on topic - is your file format encryptable via that WASM embedding?
I would love to bring these benefits to the multidimensional array world, via integration with the Zarr/Icechunk formats somehow (which I work on). But this fragmentation of formats makes it very hard to know where to start.
But I'm not totally clear what the relationship between F3 and Vortex is. It says their prototype uses the encoding implementation in Vortex, but does not use the Vortex type system?