turboFei opened a new pull request, #7592:
URL: https://github.com/apache/kyuubi/pull/7592

   ### Why are the changes needed?
   
   Closes #7590.
   
   After `SparkContext` stops, engine shutdown can stall before `stopServer` 
releases the
   main-thread latch. In that state, `SparkSQLEngine` waits indefinitely and 
leaves a
   zombie engine process.
   
   This patch checks the `SparkContext` state while waiting for normal engine 
shutdown.
   It also rechecks the latch before reporting failure so that a concurrent 
normal
   shutdown wins the race.
   
   ### How was this patch tested?
   
   Added tests for both the stopped-`SparkContext` path and the concurrent 
normal-shutdown
   path.
   
   ```shell
   mvn test -pl :kyuubi-spark-sql-engine_2.12 -am \
     -Dtest=none \
     -DwildcardSuites=org.apache.kyuubi.engine.spark.SparkSQLEngineSuite
   ```
   
   Result: 3 tests passed.
   
   Also ran the repository Spotless formatter.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   
   Assisted-by: OpenAI Codex with GPT-5
   


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