org.apache.spark.SparkException: Job 0 cancelled because SparkContext was shut down

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Root Cause Analysis

  1. org.apache.spark.SparkException

    Job 0 cancelled because SparkContext was shut down

    at org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply()
  2. Spark
    DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply
    1. org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:806)
    2. org.apache.spark.scheduler.DAGScheduler$$anonfun$cleanUpAfterSchedulerStop$1.apply(DAGScheduler.scala:804)
    2 frames
  3. Scala
    HashSet.foreach
    1. scala.collection.mutable.HashSet.foreach(HashSet.scala:79)
    1 frame
  4. Spark
    RDD.reduce
    1. org.apache.spark.scheduler.DAGScheduler.cleanUpAfterSchedulerStop(DAGScheduler.scala:804)
    2. org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onStop(DAGScheduler.scala:1658)
    3. org.apache.spark.util.EventLoop.stop(EventLoop.scala:84)
    4. org.apache.spark.scheduler.DAGScheduler.stop(DAGScheduler.scala:1581)
    5. org.apache.spark.SparkContext$$anonfun$stop$9.apply$mcV$sp(SparkContext.scala:1740)
    6. org.apache.spark.util.Utils$.tryLogNonFatalError(Utils.scala:1229)
    7. org.apache.spark.SparkContext.stop(SparkContext.scala:1739)
    8. org.apache.spark.scheduler.cluster.YarnClientSchedulerBackend$MonitorThread.run(YarnClientSchedulerBackend.scala:147)
    9. org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:620)
    10. org.apache.spark.SparkContext.runJob(SparkContext.scala:1832)
    11. org.apache.spark.SparkContext.runJob(SparkContext.scala:1952)
    12. org.apache.spark.rdd.RDD$$anonfun$reduce$1.apply(RDD.scala:1025)
    13. org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:150)
    14. org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:111)
    15. org.apache.spark.rdd.RDD.withScope(RDD.scala:316)
    16. org.apache.spark.rdd.RDD.reduce(RDD.scala:1007)
    16 frames
  5. Spark Examples
    SparkPi.main
    1. org.apache.spark.examples.SparkPi$.main(SparkPi.scala:36)
    2. org.apache.spark.examples.SparkPi.main(SparkPi.scala)
    2 frames
  6. Java RT
    Method.invoke
    1. sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    2. sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
    3. sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    4. java.lang.reflect.Method.invoke(Method.java:606)
    4 frames
  7. Spark
    SparkSubmit.main
    1. org.apache.spark.deploy.SparkSubmit$.org$apache$spark$deploy$SparkSubmit$$runMain(SparkSubmit.scala:731)
    2. org.apache.spark.deploy.SparkSubmit$.doRunMain$1(SparkSubmit.scala:181)
    3. org.apache.spark.deploy.SparkSubmit$.submit(SparkSubmit.scala:206)
    4. org.apache.spark.deploy.SparkSubmit$.main(SparkSubmit.scala:121)
    5. org.apache.spark.deploy.SparkSubmit.main(SparkSubmit.scala)
    5 frames