WeichenXu123 commented on a change in pull request #32399:
URL: https://github.com/apache/spark/pull/32399#discussion_r633455335



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File path: mllib/src/main/scala/org/apache/spark/ml/tuning/CrossValidator.scala
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@@ -168,9 +169,19 @@ class CrossValidator @Since("1.2.0") (@Since("1.4.0") 
override val uid: String)
       val validationDataset = sparkSession.createDataFrame(validation, 
schemaWithoutFold).cache()
       instr.logDebug(s"Train split $splitIndex with multiple sets of 
parameters.")
 
+      val sparkContext = sparkSession.sparkContext
+      val oldJobGroup = 
sparkContext.getLocalProperty(SparkContext.SPARK_JOB_GROUP_ID)
+      val cvJobGroup = s"${this.uid}_job_group"
+      sparkContext.setLocalProperty(SparkContext.SPARK_JOB_GROUP_ID, 
cvJobGroup)

Review comment:
       Yes this is a corner case. I don't have good idea.
   CC @srowen Any thoughts ?




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