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  1. Spark
  2. SPARK-15260

UnifiedMemoryManager could be in bad state if any exception happen while evicting blocks

    Details

    • Type: Bug
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: 1.6.0, 1.6.1, 2.0.0
    • Fix Version/s: 1.6.2, 2.0.0
    • Component/s: Spark Core
    • Labels:
      None

      Description

      Error: org.apache.spark.SparkException: Job aborted due to stage failure: Task 62 in stage 19.0 failed 4 times, most
      recent failure: Lost task 62.3 in stage 19.0 (TID 2841, ip-10-109-240-229.ec2.internal): java.io.IOException:
      java.lang.AssertionError: assertion failed at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1223) at
      org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock( TorrentBroadcast.scala:165) at
      org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute( TorrentBroadcast.scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast. scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast. scala:88) at
      org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 71) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 46) at
      org.apache.spark.scheduler.Task.run(Task.scala:96) at
      org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:222) at
      java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor. java:1142) at
      java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor. java:617) at
      java.lang.Thread.run(Thread.java:745) Caused by: java.lang.AssertionError: assertion failed at
      scala.Predef$.assert(Predef.scala:165) at org.apache.spark.memory.UnifiedMemoryManager.acquireStorageMemory(
      UnifiedMemoryManager.scala:140) at org.apache.spark.storage.MemoryStore.tryToPut(MemoryStore.scala:387) at
      org.apache.spark.storage.MemoryStore.tryToPut(MemoryStore.scala:346) at
      org.apache.spark.storage.MemoryStore.putBytes(MemoryStore.scala:99) at
      org.apache.spark.storage.BlockManager.doPut(BlockManager.scala:803) at
      org.apache.spark.storage.BlockManager.putBytes(BlockManager.scala:690) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$or$$$$
      1c5ab38dcb7d9b112f54b116debbe7f$$$$cast$$anonfun$$getRemote$1$1.apply( TorrentBroadcast.scala:130) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$or$$$$
      1c5ab38dcb7d9b112f54b116debbe7f$$$$cast$$anonfun$$getRemote$1$1.apply( TorrentBroadcast.scala:127) at
      scala.Option.map(Option.scala:145) at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.org$apache$spark$broadcast$
      TorrentBroadcast$$anonfun$$getRemote$1(TorrentBroadcast.scala:127) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$1.apply( TorrentBroadcast.scala:137) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$1.apply( TorrentBroadcast.scala:137) at
      scala.Option.orElse(Option.scala:257) at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply$mcVI$sp(TorrentBroadcast. scala:137) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala: 120) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala: 120) at
      scala.collection.immutable.List.foreach(List.scala:318) at
      org.apache.spark.broadcast.TorrentBroadcast.org$apache$spark$broadcast$
      TorrentBroadcast$$readBlocks(TorrentBroadcast.scala:120) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$readBroadcastBlock$ 1.apply(TorrentBroadcast.scala:175) at
      org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1220) ... 12 more Driver stacktrace: at
      org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$
      DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1431) at
      org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply( DAGScheduler.scala:1419) at
      org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply( DAGScheduler.scala:1418) at
      scala.collection.mutable.ResizableArray$class.foreach(ResizableArray. scala:59) at
      scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:47) at
      org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala: 1418) at
      org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1. apply(DAGScheduler.scala:799) at
      org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1. apply(DAGScheduler.scala:799) at
      scala.Option.foreach(Option.scala:236) at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler
      .scala:799) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive( DAGScheduler.scala:1640) at
      org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive( DAGScheduler.scala:1599) at
      org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive( DAGScheduler.scala:1588) at
      org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48) at
      org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:620) at
      org.apache.spark.SparkContext.runJob(SparkContext.scala:1837) at
      org.apache.spark.SparkContext.runJob(SparkContext.scala:1850) at
      org.apache.spark.SparkContext.runJob(SparkContext.scala:1863) at
      org.apache.spark.sql.execution.SparkPlan.executeTake(SparkPlan.scala:212 ) at
      org.apache.spark.sql.execution.Limit.executeCollect(basicOperators.scala
      :165) at
      org.apache.spark.sql.execution.SparkPlan.executeCollectPublic(SparkPlan. scala:174) at
      org.apache.spark.sql.DataFrame$$anonfun$org$apache$spark$sql$DataFrame$$ execute$1$1.apply(DataFrame.scala:1499) at
      org.apache.spark.sql.DataFrame$$anonfun$org$apache$spark$sql$DataFrame$$ execute$1$1.apply(DataFrame.scala:1499) at
      org.apache.spark.sql.execution.SQLExecution$.withNewExecutionId( SQLExecution.scala:56) at
      org.apache.spark.sql.DataFrame.withNewExecutionId(DataFrame.scala:2086) at
      org.apache.spark.sql.DataFrame.org$apache$spark$sql$DataFrame$$execute$1 (DataFrame.scala:1498) at
      org.apache.spark.sql.DataFrame.org$apache$spark$sql$DataFrame$$collect( DataFrame.scala:1505) at
      org.apache.spark.sql.DataFrame$$anonfun$head$1.apply(DataFrame.scala: 1375) at
      org.apache.spark.sql.DataFrame$$anonfun$head$1.apply(DataFrame.scala: 1374) at
      org.apache.spark.sql.DataFrame.withCallback(DataFrame.scala:2099) at
      org.apache.spark.sql.DataFrame.head(DataFrame.scala:1374) at org.apache.spark.sql.DataFrame.take(DataFrame.scala:1456)
      at org.apache.spark.sql.DataFrame.showString(DataFrame.scala:170) at
      org.apache.spark.sql.DataFrame.show(DataFrame.scala:350) at org.apache.spark.sql.DataFrame.show(DataFrame.scala:311) at
      org.apache.spark.sql.DataFrame.show(DataFrame.scala:319) Caused by: java.io.IOException: java.lang.AssertionError:
      assertion failed at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1223) at
      org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock( TorrentBroadcast.scala:165) at
      org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute( TorrentBroadcast.scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast. scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast. scala:88) at
      org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 71) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 46) at
      org.apache.spark.scheduler.Task.run(Task.scala:96) at
      org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:222) at
      java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor. java:1142) at
      java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor. java:617) at
      java.lang.Thread.run(Thread.java:745) Caused by: java.lang.AssertionError: assertion failed at
      scala.Predef$.assert(Predef.scala:165) at org.apache.spark.memory.UnifiedMemoryManager.acquireStorageMemory(
      UnifiedMemoryManager.scala:140) at org.apache.spark.storage.MemoryStore.tryToPut(MemoryStore.scala:387) at
      org.apache.spark.storage.MemoryStore.tryToPut(MemoryStore.scala:346) at
      org.apache.spark.storage.MemoryStore.putBytes(MemoryStore.scala:99) at
      org.apache.spark.storage.BlockManager.doPut(BlockManager.scala:803) at
      org.apache.spark.storage.BlockManager.putBytes(BlockManager.scala:690) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$or$$$$
      1c5ab38dcb7d9b112f54b116debbe7f$$$$cast$$anonfun$$getRemote$1$1.apply( TorrentBroadcast.scala:130) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$or$$$$
      1c5ab38dcb7d9b112f54b116debbe7f$$$$cast$$anonfun$$getRemote$1$1.apply( TorrentBroadcast.scala:127) at
      scala.Option.map(Option.scala:145) at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.org$apache$spark$broadcast$
      TorrentBroadcast$$anonfun$$getRemote$1(TorrentBroadcast.scala:127) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$1.apply( TorrentBroadcast.scala:137) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1$$anonfun$1.apply( TorrentBroadcast.scala:137) at
      scala.Option.orElse(Option.scala:257) at org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply$mcVI$sp(TorrentBroadcast. scala:137) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala: 120) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$org$apache$spark$
      broadcast$TorrentBroadcast$$readBlocks$1.apply(TorrentBroadcast.scala: 120) at
      scala.collection.immutable.List.foreach(List.scala:318) at
      org.apache.spark.broadcast.TorrentBroadcast.org$apache$spark$broadcast$
      TorrentBroadcast$$readBlocks(TorrentBroadcast.scala:120) at
      org.apache.spark.broadcast.TorrentBroadcast$$anonfun$readBroadcastBlock$ 1.apply(TorrentBroadcast.scala:175) at
      org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1220) at
      org.apache.spark.broadcast.TorrentBroadcast.readBroadcastBlock( TorrentBroadcast.scala:165) at
      org.apache.spark.broadcast.TorrentBroadcast._value$lzycompute( TorrentBroadcast.scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast._value(TorrentBroadcast. scala:64) at
      org.apache.spark.broadcast.TorrentBroadcast.getValue(TorrentBroadcast. scala:88) at
      org.apache.spark.broadcast.Broadcast.value(Broadcast.scala:70) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 71) at
      org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala: 46) at
      org.apache.spark.scheduler.Task.run(Task.scala:96) at
      org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:222) at
      java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor. java:1142) at
      java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor. java:617) at
      java.lang.Thread.run(Thread.java:745)
      
      

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            • Assignee:
              andrewor14 Andrew Or
              Reporter:
              davies Davies Liu
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              Dates

              • Created:
                Updated:
                Resolved: