lifulong commented on code in PR #47281:
URL: https://github.com/apache/spark/pull/47281#discussion_r1673547207


##########
sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala:
##########
@@ -113,6 +113,8 @@ class SparkSession private(
 
   private[sql] val sessionUUID: String = UUID.randomUUID.toString
 
+  private[sql] val jobArtifactState: JobArtifactState = 
JobArtifactState(sessionUUID, None)

Review Comment:
   "In kyuubi group share level, multi user may load their own udf jar, and may 
exist same udf class name in different jar, lead the first load class take 
effect always"
   each user create their own spark session in same spark engine(spark 
cluster), each spark session use isolated aritifact set



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