org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)

Stack Overflow | KarelV | 3 months ago
  1. 0

    Spark starting more executors than specified

    Stack Overflow | 3 months ago | KarelV
    org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)
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    [SPARK-2898] Failed to connect to daemon - ASF JIRA

    apache.org | 1 year ago
    org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)
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    EDDN - Elite Dangerous Data Network. Trading tools sharing info in an unified way. - Page 27

    co.uk | 11 months ago
    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 8, localhost): org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)
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    PySpark throws java.io.EOFException when reading big files with boto3

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    org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)
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    [jira] [Commented] (SPARK-2898) Failed to connect to daemon

    apache.org | 11 months ago
    org.apache.spark.SparkException: Python worker exited unexpectedly (crashed)

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Root Cause Analysis

  1. java.io.EOFException

    No message provided

    at java.io.DataInputStream.readInt()
  2. Java RT
    DataInputStream.readInt
    1. java.io.DataInputStream.readInt(DataInputStream.java:392)
    1 frame
  3. Spark
    Executor$TaskRunner.run
    1. org.apache.spark.api.python.PythonRunner$$anon$1.read(PythonRDD.scala:139)
    2. org.apache.spark.api.python.PythonRunner$$anon$1.<init>(PythonRDD.scala:207)
    3. org.apache.spark.api.python.PythonRunner.compute(PythonRDD.scala:125)
    4. org.apache.spark.api.python.PythonRDD.compute(PythonRDD.scala:70)
    5. org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:297)
    6. org.apache.spark.CacheManager.getOrCompute(CacheManager.scala:69)
    7. org.apache.spark.rdd.RDD.iterator(RDD.scala:262)
    8. org.apache.spark.api.python.PythonRDD.compute(PythonRDD.scala:70)
    9. org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:297)
    10. org.apache.spark.rdd.RDD.iterator(RDD.scala:264)
    11. org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:66)
    12. org.apache.spark.scheduler.Task.run(Task.scala:88)
    13. org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:214)
    13 frames
  4. Java RT
    Thread.run
    1. java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
    2. java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
    3. java.lang.Thread.run(Thread.java:745)
    3 frames