Without the sc.union, my program crashes with the following error:

Exception in thread "main" org.apache.spark.SparkException: Job aborted due
to stage failure: Master removed our application: FAILED at
org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1044)
        at
org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1028)
        at
org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1026)
        at
scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)

thanks



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