wirybeaver opened a new pull request, #19469:
URL: https://github.com/apache/pinot/pull/19469

   ## Summary
   - Add hash-partitioned disk spill for keyed multi-stage hash aggregation.
   - Bound spill records and partition-at-a-time restore memory usage.
   - Gate spill activation on server configuration and mixed-version 
compatibility.
   - Preserve global group-limit semantics, aggregation intermediate states, 
and spill cleanup behavior.
   
   ## Tests
   - Query runtime spill suite: 207 tests passed.
   - `QueryOptionsUtilsTest`: 29 tests passed.
   - `AnyValueAggregationFunctionTest`: 36 tests passed.
   - Spotless, Checkstyle, and license checks passed for all affected modules.
   


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