[FEA] CAGRA to support bitmap filter
Open
Nobody has claimed this yet.
feature request
- Dominant language
- Cuda
- Stars
- 854
- Forks
- 236
- Avg merge
- 3d 3h
- Merged PRs (30d)
- 62
Description
CAGRA supports batching queries today, but unlike the pre-filtered brute-force search API, it does not allow specifying a bitmap filter, which is essentially a per-query bitset filter.
At the very least, we should be able to support a different bitset filter attached to each query in a batch.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the CAGRA batched-query API and the pre-filtered brute-force search API referenced in the issue. Trace how query filters are represented and identify the expected behavior for a distinct bitmap filter on each batched query; done means batched CAGRA searches accept and apply those per-query filters.
Written by the indexing model from the issue text.
Assessment
- Domain
- search
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100