chrevanthreddy opened a new pull request, #19513:
URL: https://github.com/apache/hudi/pull/19513

   ## Summary
   
   Adds the engine-neutral RFC-109 vector search core and closes the 
format-sensitive read correctness gaps before incremental maintenance lands.
   
   - pins one table/index snapshot and removes the obsolete centroid epoch 
identity;
   - performs bounded, snapshot-pinned batched RLI arbitration;
   - drops deleted candidates and applies explicit FAIL/WARN/FALLBACK handling 
for stale candidates;
   - retains one ordered candidate pool and executes continuation windows 
without rescanning MDT;
   - keeps distributed candidate batches as `HoodieData` and only collects 
bounded per-batch top-K results;
   - applies deterministic delta-over-base precedence, tombstone suppression, 
and overlay slack before finalist arbitration;
   - preserves stale candidates for key-based fetch at the live RLI location.
   
   This PR is stacked on #19318 and includes its dependency commits until the 
earlier RFC-109 PRs merge.
   
   ## Validation
   
   Java 17:
   - full `hudi-common`: 2,320 tests passed, zero failures/errors/skips;
   - Checkstyle: zero violations;
   - `git diff --check`: passed.
   
   ## Tracking
   
   Contributes to #19102 and #19103.


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