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  1. Spark
  2. SPARK-22352

task failures with java.lang.IllegalArgumentException: Size exceeds Integer.MAX_VALUE error

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Details

    • Bug
    • Status: Resolved
    • Major
    • Resolution: Duplicate
    • 2.1.1
    • None
    • Spark Shell
    • None

    Description

      Few tasks failed with below exception when i ran count on a Dataset. This dataset is the union of 14 datasets and i am doing cache before count. total size of the dataset is 170GB memory deserialized. spark spawned 200 tasks out of which 3 failed with java.lang.IllegalArgumentException: Size exceeds Integer.MAX_VALUE error.

      Complete exception:

      17/10/25 16:16:28 INFO memory.MemoryStore: Will not store rdd_33_68
      17/10/25 16:16:28 WARN memory.MemoryStore: Not enough space to cache rdd_33_68 in memory! (computed 9.9 GB so far)
      17/10/25 16:16:28 INFO memory.MemoryStore: Memory use = 4.5 MB (blocks) + 9.9 GB (scratch space shared across 1 tasks(s)) = 9.9 GB. Storage limit = 14.7 GB.
      17/10/25 16:16:28 WARN storage.BlockManager: Persisting block rdd_33_68 to disk instead.
      17/10/25 16:17:00 ERROR executor.Executor: Exception in task 68.0 in stage 2.0 (TID 2155)
      java.lang.IllegalArgumentException: Size exceeds Integer.MAX_VALUE
      at sun.nio.ch.FileChannelImpl.map(FileChannelImpl.java:869)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:103)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:91)
      at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1303)
      at org.apache.spark.storage.DiskStore.getBytes(DiskStore.scala:105)
      at org.apache.spark.storage.BlockManager.getLocalValues(BlockManager.scala:468)
      at org.apache.spark.storage.BlockManager.getOrElseUpdate(BlockManager.scala:704)
      at org.apache.spark.rdd.RDD.getOrCompute(RDD.scala:334)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:285)
      at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
      at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
      at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:38)
      at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:323)
      at org.apache.spark.rdd.RDD.iterator(RDD.scala:287)
      at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:96)
      at org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:53)
      at org.apache.spark.scheduler.Task.run(Task.scala:99)
      at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:322)
      at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
      at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
      at java.lang.Thread.run(Thread.java:748)
      17/10/25 16:17:00 ERROR server.TransportRequestHandler: Error while invoking RpcHandler#receive() on RPC id 6932313655306109864
      java.lang.IllegalArgumentException: Size exceeds Integer.MAX_VALUE
      at sun.nio.ch.FileChannelImpl.map(FileChannelImpl.java:869)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:103)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:91)
      at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1303)
      at org.apache.spark.storage.DiskStore.getBytes(DiskStore.scala:105)
      at org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doGetLocalBytes(BlockManager.scala:526)
      at org.apache.spark.storage.BlockManager$$anonfun$getLocalBytes$2.apply(BlockManager.scala:504)
      at org.apache.spark.storage.BlockManager$$anonfun$getLocalBytes$2.apply(BlockManager.scala:504)
      at scala.Option.map(Option.scala:146)
      at org.apache.spark.storage.BlockManager.getLocalBytes(BlockManager.scala:504)
      at org.apache.spark.storage.BlockManager.getBlockData(BlockManager.scala:307)
      at org.apache.spark.network.netty.NettyBlockRpcServer$$anonfun$2.apply(NettyBlockRpcServer.scala:60)
      at org.apache.spark.network.netty.NettyBlockRpcServer$$anonfun$2.apply(NettyBlockRpcServer.scala:60)
      at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
      at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
      at scala.collection.IndexedSeqOptimized$class.foreach(IndexedSeqOptimized.scala:33)
      at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:186)
      at scala.collection.TraversableLike$class.map(TraversableLike.scala:234)
      at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:186)
      at org.apache.spark.network.netty.NettyBlockRpcServer.receive(NettyBlockRpcServer.scala:60)
      at org.apache.spark.network.server.TransportRequestHandler.processRpcRequest(TransportRequestHandler.java:159)
      at org.apache.spark.network.server.TransportRequestHandler.handle(TransportRequestHandler.java:107)
      at org.apache.spark.network.server.TransportChannelHandler.channelRead(TransportChannelHandler.java:118)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.handler.timeout.IdleStateHandler.channelRead(IdleStateHandler.java:266)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.handler.codec.MessageToMessageDecoder.channelRead(MessageToMessageDecoder.java:102)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at org.apache.spark.network.util.TransportFrameDecoder.channelRead(TransportFrameDecoder.java:85)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.channel.DefaultChannelPipeline$HeadContext.channelRead(DefaultChannelPipeline.java:1294)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.DefaultChannelPipeline.fireChannelRead(DefaultChannelPipeline.java:911)
      at io.netty.channel.nio.AbstractNioByteChannel$NioByteUnsafe.read(AbstractNioByteChannel.java:131)
      at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:652)
      at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:575)
      at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:489)
      at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:451)
      at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:140)
      at io.netty.util.concurrent.DefaultThreadFactory$DefaultRunnableDecorator.run(DefaultThreadFactory.java:144)
      at java.lang.Thread.run(Thread.java:748)
      17/10/25 16:30:25 ERROR server.TransportRequestHandler: Error while invoking RpcHandler#receive() on RPC id 9174516691450959375
      java.lang.IllegalArgumentException: Size exceeds Integer.MAX_VALUE
      at sun.nio.ch.FileChannelImpl.map(FileChannelImpl.java:869)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:103)
      at org.apache.spark.storage.DiskStore$$anonfun$getBytes$2.apply(DiskStore.scala:91)
      at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1303)
      at org.apache.spark.storage.DiskStore.getBytes(DiskStore.scala:105)
      at org.apache.spark.storage.BlockManager.org$apache$spark$storage$BlockManager$$doGetLocalBytes(BlockManager.scala:526)
      at org.apache.spark.storage.BlockManager$$anonfun$getLocalBytes$2.apply(BlockManager.scala:504)
      at org.apache.spark.storage.BlockManager$$anonfun$getLocalBytes$2.apply(BlockManager.scala:504)
      at scala.Option.map(Option.scala:146)
      at org.apache.spark.storage.BlockManager.getLocalBytes(BlockManager.scala:504)
      at org.apache.spark.storage.BlockManager.getBlockData(BlockManager.scala:307)
      at org.apache.spark.network.netty.NettyBlockRpcServer$$anonfun$2.apply(NettyBlockRpcServer.scala:60)
      at org.apache.spark.network.netty.NettyBlockRpcServer$$anonfun$2.apply(NettyBlockRpcServer.scala:60)
      at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
      at scala.collection.TraversableLike$$anonfun$map$1.apply(TraversableLike.scala:234)
      at scala.collection.IndexedSeqOptimized$class.foreach(IndexedSeqOptimized.scala:33)
      at scala.collection.mutable.ArrayOps$ofRef.foreach(ArrayOps.scala:186)
      at scala.collection.TraversableLike$class.map(TraversableLike.scala:234)
      at scala.collection.mutable.ArrayOps$ofRef.map(ArrayOps.scala:186)
      at org.apache.spark.network.netty.NettyBlockRpcServer.receive(NettyBlockRpcServer.scala:60)
      at org.apache.spark.network.server.TransportRequestHandler.processRpcRequest(TransportRequestHandler.java:159)
      at org.apache.spark.network.server.TransportRequestHandler.handle(TransportRequestHandler.java:107)
      at org.apache.spark.network.server.TransportChannelHandler.channelRead(TransportChannelHandler.java:118)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.handler.timeout.IdleStateHandler.channelRead(IdleStateHandler.java:266)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.handler.codec.MessageToMessageDecoder.channelRead(MessageToMessageDecoder.java:102)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at org.apache.spark.network.util.TransportFrameDecoder.channelRead(TransportFrameDecoder.java:85)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.AbstractChannelHandlerContext.fireChannelRead(AbstractChannelHandlerContext.java:346)
      at io.netty.channel.DefaultChannelPipeline$HeadContext.channelRead(DefaultChannelPipeline.java:1294)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:367)
      at io.netty.channel.AbstractChannelHandlerContext.invokeChannelRead(AbstractChannelHandlerContext.java:353)
      at io.netty.channel.DefaultChannelPipeline.fireChannelRead(DefaultChannelPipeline.java:911)
      at io.netty.channel.nio.AbstractNioByteChannel$NioByteUnsafe.read(AbstractNioByteChannel.java:131)
      at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:652)
      at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:575)
      at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:489)
      at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:451)
      at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:140)
      at io.netty.util.concurrent.DefaultThreadFactory$DefaultRunnableDecorator.run(DefaultThreadFactory.java:144)
      at java.lang.Thread.run(Thread.java:748)

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          relates to

          Umbrella - An overarching type made of sub-tasks SPARK-6235 Address various 2G limits

          • Major - Major loss of function.
          • Resolved

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              Unassigned Unassigned
              gowthamvenkatrao Gowtham
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                Updated:
                Resolved: