xiangfu0 commented on PR #19303:
URL: https://github.com/apache/pinot/pull/19303#issuecomment-5491260890

   Rebased and updated on `7c3954f8b75808fc17faa6d09fa184aea3a34ca3`, a single 
commit directly on current `master` 
(`88ea694bae5f98760fb8c61f737fe6d3bc713427`). I re-audited all eight review 
threads plus the non-threaded follow-ups; all threads are resolved and no newer 
human feedback was left unaddressed.
   
   The final patch now:
   
   - coalesces mutable-HNSW refreshes by exact writer generation, 
short-circuits empty scopes, and keeps uncommitted rows visible;
   - uses sparse exact scan when the required scope and forward index make that 
cheaper, while dense/no-forward cases retain filtered ANN and never degrade to 
a post-filter;
   - shares `BasePinotDocIdBitmapFilterQuery`, resets crash-left temp indexes 
with `OpenMode.CREATE`, fails fast on missing doc-ID values, and cleans up 
after checked or unchecked close failures;
   - warms benchmark readers before timing, defaults to 200 aggregate samples, 
proves a measured add/query overlap, observes a real refresh waiter, and 
verifies exactly one refresh for a frozen reader generation.
   
   Validation on the published tree:
   
   - 80 targeted vector tests: 64 `pinot-segment-local` + 16 `pinot-core`;
   - 62 planner/strategy/operator tests;
   - `MutableVectorIndexTest`: 18/18;
   - `VectorUpsertTableTest`: 2/2 across both query engines (full 63-module 
reactor);
   - reduced and 25,000-vector performance workloads, including 
`timedIngestQueryOverlaps=1`, a real waiter, and refresh delta `1`;
   - Spotless, license format, Checkstyle, and license check across all five 
affected modules.
   
   Fresh CI has been triggered for this exact head. @Jackie-Jiang, please 
re-review when convenient; the earlier change request remains the outstanding 
review gate until then.
   


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