Re:Apache Arrow Datafusion 5.0.0 release
by tomnipotent on Tuesday August 24, 2021 @10:34PM
(#28297456)
> it is currently somewhat slower than the fastest (Polars).
That's really promising, considering how fast Polars is. Both are written in Rust and use Apache Arrow, so they can even co-exist in the same context.
Re:Apache Arrow Datafusion 5.0.0 release
by hashjoiner on Wednesday August 25, 2021 @04:00AM
(#28299073)
Yes, that's pretty exciting!
There is even support in Polars to execute the dataframe compute in DataFusion (as it can handle larger than memory datasets).
https://github.com/h2oai/db-benchmark/pull/182
Also we do support running TPC-H benchmarks. For the queries we can run, those are already finishing faster than Spark. We are planning to do more benchmarking and optimizations in the future.