org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 4 times, most recent failure: Lost task 0.3 in stage 0.0 (TID 7, node7): ExecutorLostFailure (executor ff2cf87e-3712-413f-a452-6d71430527bc-S4lost) Driver stacktrace:

Stack Overflow | Jiahang Li | 7 months ago
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    submit task by spark2.0.0 , why run spark version 1.5.2?

    Stack Overflow | 7 months ago | Jiahang Li
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 4 times, most recent failure: Lost task 0.3 in stage 0.0 (TID 7, node7): ExecutorLostFailure (executor ff2cf87e-3712-413f-a452-6d71430527bc-S4lost) Driver stacktrace:
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    Stack Overflow | 2 weeks ago | lelabo_m
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 4 times, most recent failure: Lost task 0.5 in stage 0.0 (TID 5, ip-172-31-3-140.eu-west-1.compute.internal, executor 13): ExecutorLostFailure (executor 13 exited caused by one of the running tasks) Reason: Executor heartbeat timed out after 164253 ms Driver stacktrace:
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    UR template pio train throws exception

    Google Groups | 1 year ago | Adam K
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 51.0 failed 1 times, most recent failure: Lost task 0.0 in stage 51.0 (TID 36, localhost): UnknownReason Driver stacktrace:
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    predictionIO UR template pio train throws exception Job aborted due to stage failure

    Stack Overflow | 1 year ago | Adam Krajcs
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 51.0 failed 1 times, most recent failure: Lost task 0.0 in stage 51.0 (TID 36, localhost): UnknownReason Driver stacktrace:
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    GitHub | 1 year ago | zlosim
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 0.0 failed 1 times, most recent failure: Lost task 0.0 in stage 0.0 (TID 0, localhost): UnknownReason Driver stacktrace:

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Root Cause Analysis

  1. org.apache.spark.SparkException

    Job aborted due to stage failure: Task 0 in stage 0.0 failed 4 times, most recent failure: Lost task 0.3 in stage 0.0 (TID 7, node7): ExecutorLostFailure (executor ff2cf87e-3712-413f-a452-6d71430527bc-S4lost) Driver stacktrace:

    at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages()
  2. Spark
    DAGScheduler$$anonfun$abortStage$1.apply
    1. org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1283)
    2. org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1271)
    3. org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1270)
    3 frames
  3. Scala
    ArrayBuffer.foreach
    1. scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59)
    2. scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:47)
    2 frames
  4. Spark
    DAGScheduler$$anonfun$handleTaskSetFailed$1.apply
    1. org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1270)
    2. org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:697)
    3. org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:697)
    3 frames
  5. Scala
    Option.foreach
    1. scala.Option.foreach(Option.scala:236)
    1 frame
  6. Spark
    PythonRDD.collectAndServe
    1. org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:697)
    2. org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1496)
    3. org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1458)
    4. org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1447)
    5. org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48)
    6. org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:567)
    7. org.apache.spark.SparkContext.runJob(SparkContext.scala:1824)
    8. org.apache.spark.SparkContext.runJob(SparkContext.scala:1837)
    9. org.apache.spark.SparkContext.runJob(SparkContext.scala:1850)
    10. org.apache.spark.SparkContext.runJob(SparkContext.scala:1921)
    11. org.apache.spark.rdd.RDD$$anonfun$collect$1.apply(RDD.scala:909)
    12. org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:147)
    13. org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:108)
    14. org.apache.spark.rdd.RDD.withScope(RDD.scala:310)
    15. org.apache.spark.rdd.RDD.collect(RDD.scala:908)
    16. org.apache.spark.api.python.PythonRDD$.collectAndServe(PythonRDD.scala:405)
    17. org.apache.spark.api.python.PythonRDD.collectAndServe(PythonRDD.scala)
    17 frames
  7. Java RT
    Method.invoke
    1. sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
    2. sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62)
    3. sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
    4. java.lang.reflect.Method.invoke(Method.java:498)
    4 frames
  8. Py4J
    GatewayConnection.run
    1. py4j.reflection.MethodInvoker.invoke(MethodInvoker.java:231)
    2. py4j.reflection.ReflectionEngine.invoke(ReflectionEngine.java:379)
    3. py4j.Gateway.invoke(Gateway.java:259)
    4. py4j.commands.AbstractCommand.invokeMethod(AbstractCommand.java:133)
    5. py4j.commands.CallCommand.execute(CallCommand.java:79)
    6. py4j.GatewayConnection.run(GatewayConnection.java:207)
    6 frames
  9. Java RT
    Thread.run
    1. java.lang.Thread.run(Thread.java:745)
    1 frame