apache / apache/hudi

Implement RaBitQ encoder contract with multibit-aware scoring support

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Dominant language
Java
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Description

Parent: #19094
Related: #18676

## Summary
Implement the RaBitQ encoder and scorer contract with multibit-aware support.

## Scope
- 1-bit and multibit encoder contract
- encoding-version-based dispatch
- metric-aware scorer behavior
- validation and compatibility checks

## Acceptance Criteria
- multibit-aware encoding contract is defined
- scorer dispatch is explicit
- metric compatibility is enforced or rejected clearly

Contributor guide

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Research direction

Start by reading the parent issue #19094 and related issue #18676 to understand the existing RaBitQ encoder and scorer contracts. Define done as a multibit-aware encoding contract, explicit encoding-version scorer dispatch, and clear metric compatibility validation, as specified by the acceptance criteria.

Written by the indexing model from the issue text.

Assessment

Tech stack
java
Domain
data
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Quiet
Clarity
Mostly clear
Newbie friendliness
35/100

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