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Posted to github@datafusion.apache.org by "NoahKusaba (via GitHub)" <gi...@apache.org> on 2026/10/10 04:06:42 UTC
Re: [I] perf: hybrid sort-shuffle buffering: split rows by partition on arrival when memory allows [datafusion-ballista]
NoahKusaba commented on issue #2578:
URL: https://github.com/apache/datafusion-ballista/issues/2578#issuecomment-6093596490
Hey @andygrove I know you're busy, but do you have time to eyeball / smell-test this proposal? I know you have prior experience investigating this exact solution on Comet (see above), and would appreciate your input.
I've spent alot of time thinking about this solution. The TPCH - SF10 benchmark seems to indicate a 8.5 -> 10% increase in performance, and I think this hybrid approach addresses scalability concerns you previously ran into (copying Gluten). Maybe this will be easier if I just opened a PR, so you have the code to read through?
I'll split out two other PR's while working on the branch, which includes an elegant refactor / minor perf improvement + shuffle statistic fix that can land separately regardless of the resolution.
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