org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 3.0 failed 1 times, most recent failure: Lost task 0.0 in stage 3.0 (TID 18, localhost): java.lang.OutOfMemoryError: GC overhead limit exceeded

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    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 4.0 failed 1 times, most recent failure: Lost task 0.0 in stage 4.0 (TID 40, localhost): java.lang.OutOfMemoryError: GC overhead limit exceeded
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    Root Cause Analysis

    1. org.apache.spark.SparkException

      Job aborted due to stage failure: Task 0 in stage 3.0 failed 1 times, most recent failure: Lost task 0.0 in stage 3.0 (TID 18, localhost): java.lang.OutOfMemoryError: GC overhead limit exceeded

      at java.io.ObjectStreamClass.lookup()
    2. Java RT
      ObjectOutputStream.writeObject
      1. java.io.ObjectStreamClass.lookup(Unknown Source)
      2. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      3. java.io.ObjectOutputStream.writeObject(Unknown Source)
      3 frames
    3. Scala
      HashMap$SerializationProxy.writeObject
      1. scala.collection.immutable.HashMap$SerializationProxy$$anonfun$writeObject$2.apply(HashMap.scala:508)
      2. scala.collection.immutable.HashMap$SerializationProxy$$anonfun$writeObject$2.apply(HashMap.scala:507)
      3. scala.collection.TraversableLike$WithFilter$$anonfun$foreach$1.apply(TraversableLike.scala:772)
      4. scala.collection.immutable.HashMap$HashMap1.foreach(HashMap.scala:224)
      5. scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403)
      6. scala.collection.immutable.HashMap$HashTrieMap.foreach(HashMap.scala:403)
      7. scala.collection.TraversableLike$WithFilter.foreach(TraversableLike.scala:771)
      8. scala.collection.immutable.HashMap$SerializationProxy.writeObject(HashMap.scala:507)
      8 frames
    4. Java RT
      ObjectOutputStream.writeSerialData
      1. sun.reflect.GeneratedMethodAccessor62.invoke(Unknown Source)
      2. sun.reflect.DelegatingMethodAccessorImpl.invoke(Unknown Source)
      3. java.lang.reflect.Method.invoke(Unknown Source)
      4. java.io.ObjectStreamClass.invokeWriteObject(Unknown Source)
      5. java.io.ObjectOutputStream.writeSerialData(Unknown Source)
      6. java.io.ObjectOutputStream.writeOrdinaryObject(Unknown Source)
      7. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      8. java.io.ObjectOutputStream.writeArray(Unknown Source)
      9. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      10. java.io.ObjectOutputStream.defaultWriteFields(Unknown Source)
      11. java.io.ObjectOutputStream.writeSerialData(Unknown Source)
      12. java.io.ObjectOutputStream.writeOrdinaryObject(Unknown Source)
      13. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      14. java.io.ObjectOutputStream.defaultWriteFields(Unknown Source)
      15. java.io.ObjectOutputStream.writeSerialData(Unknown Source)
      16. java.io.ObjectOutputStream.writeOrdinaryObject(Unknown Source)
      17. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      18. java.io.ObjectOutputStream.writeArray(Unknown Source)
      19. java.io.ObjectOutputStream.writeObject0(Unknown Source)
      20. java.io.ObjectOutputStream.defaultWriteFields(Unknown Source)
      21. java.io.ObjectOutputStream.writeSerialData(Unknown Source)
      21 frames