xupefei commented on PR #47815:
URL: https://github.com/apache/spark/pull/47815#issuecomment-2309874971

   > I feel like what you're doing here is similar with `JobArtifactSet`. It 
has things to do with `SparkContext` but we separated them to `JobArtifactSet` 
with a state so we can decouple Spark core from Spark SQL.
   
   Yes exactly. Basically the equivalent of 
`JobArtifactSet.withActiveJobArtifactState` is `SparkSession.withActive`. 


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