DataFusion weekly project plan (Andrew Lamb) - Dec 25, 2023 #8655
Description
Follow on to Dec 18 2023:
Boilerplate Overview
The idea of this ticket is make my plans for DataFusion visible, largely for my own personal organizational needs, but also to:
- Try some different ways to communicate / coordinate in the community
- Help provide an interesting summary of what is happening in DataFusion this week
It would be great if anyone else who has plans like this for DataFusion could try to make them visible somehow as well
My (personal) plans for this week
- Draft proposal to move DataFusion to a new top level apache project #8491
- Shepherd final Bloom Filter clean up PRs: Rewrite bloom filters to use contains API #8442
Project Queue (list of future projects)
- Blog post with DataFusion Jun - Sep 2023 #6780
- Epic: Statistics improvements #8227 (specifically, Introduce a way to represent constrained statistics / bounds on values in Statistics #8078)
Projects I hope to help review and coordinate
- Memory explosion in HashJoin outputs:
HashJoinStreammemory tracking insufficient #7848 from @korowa - Making function packages more modular: [EPIC] Unify Function Interface (remove
BuiltInScalarFunction) #8045 - Improve planning speed [Epic] A collection of issues to improve planning performance / speed / efficiency #5637 (e.g with benchmarks Benchmarks for planning queries #8638 )
Algorithm for (my) prioritizing PR reviews
Note there are many committers who can and review and merge PRs, so this is not the priorities of the project as a whole, just the approximate algorithm I am using
Priority:
- Bug fixes (where something is just incorrect), especially regressions (where it used to work and now does not)
- Improvements directly related to features needed for InfluxDB (my employer)
- Documentation and test improvements (I view these as very strategically important)
- PRs that I think are strategically important
- Other new features / additions to functionality
The current strategically important projects in my head are:
- Making function packages modular and easier to mix/match: [EPIC] Unify Function Interface (remove
BuiltInScalarFunction) #8045 - Improving performance of high cardinality aggregation (I have dreams of working on this over Christmas break)
Thus, if you are interested in contributing to DataFusion and are interested in a fast turn around time I would recommend looking into bug fixes / test improvements / documentation / etc.
If you propose adding new functionality, the review cycle will likely be longer. You can make it a shorter cycle by looking at the comments on other recent PRs and following the same model (e.g. ensure there are tests in sqllogictest for example, the CI passes, includes documentation, etc)