[PERF]: Fully adopt hybrid scan reader in cudf-polars
- Dominant language
- C++
- Stars
- 9.8k
- Forks
- 1.1k
- Avg merge
- 3d 6m
- Merged PRs (30d)
- 278
Description
To fully adopt the hybrid scan reader we need to dispatch to it for both scan types:
- **SplitScan** (single file, row-group aligned splits): partially done in PR #23677
- **FusedScan** (multi-file reads): not yet implemented. Requires Python bindings for the multi-file hybrid scan reader in pylibcudf (PR #22795).
Note: libcudf may eventually auto-dispatch to the correct single or multi-file reader internally.
Contributor guide
Research direction
Start in cudf-polars scan dispatch for SplitScan and FusedScan, then inspect the pylibcudf multi-file hybrid scan reader bindings described in PR #22795. Compare the existing SplitScan work in PR #23677 and verify that both single-file row-group-aligned and multi-file reads dispatch to hybrid readers; done when both scan types are covered.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- cpp, python
- Domain
- data, performance
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Quiet
- Clarity
- Mostly clear
- Newbie friendliness
- 48/100