apache / apache/datafusion

Improve vectorized operations of `GroupColumn`

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#13,275 7 comments 2 reactions 0 assignees View on GitHub
enhancement
Dominant language
Rust
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Merged PRs (30d)
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Description

### Is your feature request related to a problem or challenge?

Some good points about improving vectorized operations of `GroupColumn` from @Dandandan and @jayzhan211 in #12996 :

https://github.com/apache/datafusion/pull/12996#discussion_r1830810815
https://github.com/apache/datafusion/pull/12996#discussion_r1818475481
https://github.com/apache/datafusion/pull/12996#discussion_r1819225765
https://github.com/apache/datafusion/pull/12996#discussion_r1823772169

This pr is for tracking such points for conintuing improving performace of multi group by.

### Describe the solution you'd like

_No response_

### Describe alternatives you've considered

_No response_

### Additional context

_No response_

Contributor guide

Open the contributing guide

Research direction

Start by reading the linked discussion in Apache DataFusion PR #12996, especially the referenced review comments, to identify the specific GroupColumn vectorization opportunities. Confirm the intended scope for improving multi-group-by performance and define completion through the relevant performance behavior or benchmarks discussed there.

Written by the indexing model from the issue text.

Assessment

Tech stack
rust
Domain
data-engineering, performance
Issue type
Feature
Difficulty
4/5
Estimated time
3-5 days
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
25/100

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