xiangfu0 opened a new pull request, #19194:
URL: https://github.com/apache/pinot/pull/19194

   ### Summary
   
   - run the full LLC recovery and query-conformance suite once with the 
canonical Kafka 3 consumer
   - replace the duplicate Kafka 4 full-suite class with a focused Kafka 4 
scenario that injects consumer-creation and fetch failures, verifies OFFLINE 
transitions and validation-manager recovery, then checks all 115,545 rows
   - remove the now-identical Kafka 3 subclass
   
   This reduces three full Pinot/Kafka cluster lifecycles and 57 TestNG 
invocations to one lifecycle and 20 invocations. It keeps the existing two 
integration-test CI jobs unchanged.
   
   ### Validation
   
   - LLCRealtimeClusterIntegrationTest: 20 invocations, 0 failures, 0 errors, 2 
existing skips, 200.1 s locally
   - focused Kafka 4 failure/recovery scenario: 50.35 s locally
   - representative master CI baseline for the three classes: 827.4 s total
   - pinot-integration-tests test-compile
   - Spotless, Checkstyle, license format/check, and git diff check
   - independent correctness review after preserving Kafka 4 failure coverage 
and Throwable-safe cleanup
   
   The draft PR CI is intended to validate the hosted runtime delta.


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