viirya commented on PR #58978:
URL: https://github.com/apache/spark/pull/58978#issuecomment-5848947954

   Thanks for the detailed review. I've addressed these comments in 
37f8eee65ca, including isolated interpreter startup, dependency and 
configuration validation, and using the JVM Arrow field as the source of truth 
for the executor-side result schema.
   
   Validation passed: the SBT build, 96 Scala tests, 251 Python tests, Scala 
style checks, Ruff, and mypy. The Python tests include the existing standard 
and scalar Arrow UDF suites. YARN startup conditions were simulated locally in 
a fresh JVM without `SPARK_HOME`; I haven't run a real YARN or Kubernetes 
deployment. Details are in the inline replies.


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