org.apache.spark.SparkException: Job aborted due to stage failure: Task 821 in stage 40.0 failed 4 times, most recent failure: Lost task 821.3 in stage 40.0: java.lang.IllegalArgumentException: requirement failed

Stack Overflow | gsamaras | 3 months ago
  1. 0

    Compute Cost of Kmeans

    Stack Overflow | 3 months ago | gsamaras
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 821 in stage 40.0 failed 4 times, most recent failure: Lost task 821.3 in stage 40.0: java.lang.IllegalArgumentException: requirement failed
  2. 0

    java.lang.IllegalArgumentException: requirement failed

    GitHub | 2 years ago | mubinanadaf
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 15.0 failed 1 times, most recent failure: Lost task 0.0 in stage 15.0 (TID 11, localhost): java.lang.IllegalArgumentException: requirement failed
  3. 0

    Apache Spark User List - Problem using BlockMatrix.add

    nabble.com | 12 months ago
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 11.0 failed 1 times, most recent failure: Lost task 0.0 in stage 11.0 (TID 30, localhost): java.lang.IllegalArgumentException: requirement failed: The last value of colPtrs must equal the number of elements. values.length: 9164, colPtrs.last: 5118
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  5. 0

    Apache Spark User List - JDBC read from Oracle table

    nabble.com | 11 months ago
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 0 in stage 2.0 failed 1 times, most recent failure: Lost task 0.0 in stage 2.0 (TID 2, localhost): java.lang.IllegalArgumentException: requirement failed: Overflowed precision
  6. 0

    Upper bound (10.0) must be <= 1.0

    GitHub | 4 months ago | davidshen84
    org.apache.spark.SparkException: Job aborted due to stage failure: Task 1 in stage 22.0 failed 1 times, most recent failure: Lost task 1.0 in stage 22.0 (TID 27, localhost): java.lang.IllegalArgumentException: requirement failed: Upper bound (10.0) must be <= 1.0

  1. tyson925 1 times, last 4 months ago
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Root Cause Analysis

  1. org.apache.spark.SparkException

    Job aborted due to stage failure: Task 821 in stage 40.0 failed 4 times, most recent failure: Lost task 821.3 in stage 40.0: java.lang.IllegalArgumentException: requirement failed

    at scala.Predef$.require()
  2. Scala
    Predef$.require
    1. scala.Predef$.require(Predef.scala:221)
    1 frame
  3. Spark Project ML Library
    KMeans$$anonfun$findClosest$1.apply
    1. org.apache.spark.mllib.util.MLUtils$.fastSquaredDistance(MLUtils.scala:330)
    2. org.apache.spark.mllib.clustering.KMeans$.fastSquaredDistance(KMeans.scala:595)
    3. org.apache.spark.mllib.clustering.KMeans$$anonfun$findClosest$1.apply(KMeans.scala:569)
    4. org.apache.spark.mllib.clustering.KMeans$$anonfun$findClosest$1.apply(KMeans.scala:563)
    4 frames
  4. Scala
    ArraySeq.foreach
    1. scala.collection.mutable.ArraySeq.foreach(ArraySeq.scala:73)
    1 frame
  5. Spark Project ML Library
    KMeansModel$$anonfun$computeCost$1.apply
    1. org.apache.spark.mllib.clustering.KMeans$.findClosest(KMeans.scala:563)
    2. org.apache.spark.mllib.clustering.KMeans$.pointCost(KMeans.scala:586)
    3. org.apache.spark.mllib.clustering.KMeansModel$$anonfun$computeCost$1.apply(KMeansModel.scala:88)
    4. org.apache.spark.mllib.clustering.KMeansModel$$anonfun$computeCost$1.apply(KMeansModel.scala:88)
    4 frames
  6. Scala
    AbstractIterator.fold
    1. scala.collection.Iterator$$anon$11.next(Iterator.scala:328)
    2. scala.collection.Iterator$class.foreach(Iterator.scala:727)
    3. scala.collection.AbstractIterator.foreach(Iterator.scala:1157)
    4. scala.collection.TraversableOnce$class.foldLeft(TraversableOnce.scala:144)
    5. scala.collection.AbstractIterator.foldLeft(Iterator.scala:1157)
    6. scala.collection.TraversableOnce$class.fold(TraversableOnce.scala:199)
    7. scala.collection.AbstractIterator.fold(Iterator.scala:1157)
    7 frames
  7. Spark
    Executor$TaskRunner.run
    1. org.apache.spark.rdd.RDD$$anonfun$fold$1$$anonfun$19.apply(RDD.scala:1086)
    2. org.apache.spark.rdd.RDD$$anonfun$fold$1$$anonfun$19.apply(RDD.scala:1086)
    3. org.apache.spark.SparkContext$$anonfun$36.apply(SparkContext.scala:1951)
    4. org.apache.spark.SparkContext$$anonfun$36.apply(SparkContext.scala:1951)
    5. org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:66)
    6. org.apache.spark.scheduler.Task.run(Task.scala:89)
    7. org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:227)
    7 frames
  8. 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