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1、在运行spark 代码时，抛出错误：
18/03/24 08:52:00 WARN server.TransportChannelHandler: Exception in connection from /192.168.200.164:37768
java.lang.OutOfMemoryError: GC overhead limit exceeded
at java.io.ObjectInputStream$HandleTable.grow(ObjectInputStream.java:3778)
at java.io.ObjectInputStream$HandleTable.assign(ObjectInputStream.java:3585)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2004)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.defaultReadObject(ObjectInputStream.java:552)
at org.apache.spark.util.AccumulatorV2$$anonfun$readObject$1.apply$mcV$sp(AccumulatorV2.scala:172)
at org.apache.spark.util.AccumulatorV2$$anonfun$readObject$1.apply(AccumulatorV2.scala:171)
at org.apache.spark.util.AccumulatorV2$$anonfun$readObject$1.apply(AccumulatorV2.scala:171)
at org.apache.spark.util.Utils$.tryOrIOException(Utils.scala:1276)
at org.apache.spark.util.AccumulatorV2.readObject(AccumulatorV2.scala:171)
at sun.reflect.GeneratedMethodAccessor30.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:498)
at java.io.ObjectStreamClass.invokeReadObject(ObjectStreamClass.java:1058)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2122)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.readArray(ObjectInputStream.java:1919)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1529)
at java.io.ObjectInputStream.readArray(ObjectInputStream.java:1919)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1529)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2155)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2155)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.readArray(ObjectInputStream.java:1919)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1529)
18/03/24 09:03:03 INFO spark.MapOutputTrackerMasterEndpoint: Asked to send map output locations for shuffle 2304 to 192.168.200.174:56342
18/03/24 09:03:03 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=6007628562226190518, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:03:03 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=6501500804366179972, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=242072 cap=267520]}} to /192.168.200.164:57984; closing connection
java.io.IOException: Broken pipe
at sun.nio.ch.FileDispatcherImpl.write0(Native Method)
at sun.nio.ch.SocketDispatcher.write(SocketDispatcher.java:47)
at sun.nio.ch.IOUtil.writeFromNativeBuffer(IOUtil.java:93)
at sun.nio.ch.IOUtil.write(IOUtil.java:65)
at sun.nio.ch.SocketChannelImpl.write(SocketChannelImpl.java:471)
at org.apache.spark.network.protocol.MessageWithHeader.copyByteBuf(MessageWithHeader.java:141)
at org.apache.spark.network.protocol.MessageWithHeader.transferTo(MessageWithHeader.java:123)
at io.netty.channel.socket.nio.NioSocketChannel.doWriteFileRegion(NioSocketChannel.java:254)
at io.netty.channel.nio.AbstractNioByteChannel.doWrite(AbstractNioByteChannel.java:237)
at io.netty.channel.socket.nio.NioSocketChannel.doWrite(NioSocketChannel.java:281)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush0(AbstractChannel.java:761)
at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.flush0(AbstractNioChannel.java:311)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush(AbstractChannel.java:729)
at io.netty.channel.DefaultChannelPipeline$HeadContext.flush(DefaultChannelPipeline.java:1127)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelOutboundHandlerAdapter.flush(ChannelOutboundHandlerAdapter.java:115)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelDuplexHandler.flush(ChannelDuplexHandler.java:117)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.access$1500(AbstractChannelHandlerContext.java:32)
at io.netty.channel.AbstractChannelHandlerContext$WriteAndFlushTask.write(AbstractChannelHandlerContext.java:961)
at io.netty.channel.AbstractChannelHandlerContext$AbstractWriteTask.run(AbstractChannelHandlerContext.java:893)
at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:357)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:357)
at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
at java.lang.Thread.run(Thread.java:745)
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=5616648342933290124, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=5584725361871222040, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=8223028484528539847, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=8336523275561737557, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7485927668446243457, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7385863790995939335, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=8843946753637338520, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:04:38 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7506716537442859748, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.164:37768; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:07:25 ERROR scheduler.TaskSchedulerImpl: Lost executor 6 on 192.168.200.164: Executor heartbeat timed out after 593033 ms
18/03/24 09:07:25 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=9167033401997854904, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.170:49540; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:07:25 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=8080928377289111843, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.174:48594; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:07:25 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7234858909759920010, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.175:37662; closing connection
java.io.IOException: Broken pipe
at sun.nio.ch.FileDispatcherImpl.write0(Native Method)
at sun.nio.ch.SocketDispatcher.write(SocketDispatcher.java:47)
at sun.nio.ch.IOUtil.writeFromNativeBuffer(IOUtil.java:93)
at sun.nio.ch.IOUtil.write(IOUtil.java:65)
at sun.nio.ch.SocketChannelImpl.write(SocketChannelImpl.java:471)
at org.apache.spark.network.protocol.MessageWithHeader.copyByteBuf(MessageWithHeader.java:141)
at org.apache.spark.network.protocol.MessageWithHeader.transferTo(MessageWithHeader.java:123)
at io.netty.channel.socket.nio.NioSocketChannel.doWriteFileRegion(NioSocketChannel.java:254)
at io.netty.channel.nio.AbstractNioByteChannel.doWrite(AbstractNioByteChannel.java:237)
at io.netty.channel.socket.nio.NioSocketChannel.doWrite(NioSocketChannel.java:281)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush0(AbstractChannel.java:761)
at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.flush0(AbstractNioChannel.java:311)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush(AbstractChannel.java:729)
at io.netty.channel.DefaultChannelPipeline$HeadContext.flush(DefaultChannelPipeline.java:1127)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelOutboundHandlerAdapter.flush(ChannelOutboundHandlerAdapter.java:115)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelDuplexHandler.flush(ChannelDuplexHandler.java:117)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.access$1500(AbstractChannelHandlerContext.java:32)
at io.netty.channel.AbstractChannelHandlerContext$WriteAndFlushTask.write(AbstractChannelHandlerContext.java:961)
at io.netty.channel.AbstractChannelHandlerContext$AbstractWriteTask.run(AbstractChannelHandlerContext.java:893)
at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:357)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:357)
at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
at java.lang.Thread.run(Thread.java:745)
18/03/24 09:08:45 WARN server.TransportChannelHandler: Exception in connection from /192.168.200.175:7077
java.lang.OutOfMemoryError: GC overhead limit exceeded
at java.util.HashSet.<init>(HashSet.java:144)
at java.io.ObjectStreamClass.getClassDataLayout0(ObjectStreamClass.java:1211)
at java.io.ObjectStreamClass.getClassDataLayout(ObjectStreamClass.java:1195)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2105)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2155)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2155)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2231)
at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2155)
at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2013)
at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1535)
at java.io.ObjectInputStream.readObject(ObjectInputStream.java:422)
at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75)
at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:108)
at org.apache.spark.rpc.netty.NettyRpcEnv$$anonfun$deserialize$1$$anonfun$apply$1.apply(NettyRpcEnv.scala:259)
at scala.util.DynamicVariable.withValue(DynamicVariable.scala:58)
at org.apache.spark.rpc.netty.NettyRpcEnv.deserialize(NettyRpcEnv.scala:308)
at org.apache.spark.rpc.netty.NettyRpcEnv$$anonfun$deserialize$1.apply(NettyRpcEnv.scala:258)
at scala.util.DynamicVariable.withValue(DynamicVariable.scala:58)
at org.apache.spark.rpc.netty.NettyRpcEnv.deserialize(NettyRpcEnv.scala:257)
at org.apache.spark.rpc.netty.NettyRpcHandler.internalReceive(NettyRpcEnv.scala:578)
at org.apache.spark.rpc.netty.NettyRpcHandler.receive(NettyRpcEnv.scala:570)
at org.apache.spark.network.server.TransportRequestHandler.processOneWayMessage(TransportRequestHandler.java:180)
at org.apache.spark.network.server.TransportRequestHandler.handle(TransportRequestHandler.java:109)
at org.apache.spark.network.server.TransportChannelHandler.channelRead0(TransportChannelHandler.java:119)
18/03/24 09:12:32 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=8605831468500940597, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.170:52464; closing connection
java.io.IOException: Broken pipe
at sun.nio.ch.FileDispatcherImpl.write0(Native Method)
at sun.nio.ch.SocketDispatcher.write(SocketDispatcher.java:47)
at sun.nio.ch.IOUtil.writeFromNativeBuffer(IOUtil.java:93)
at sun.nio.ch.IOUtil.write(IOUtil.java:65)
at sun.nio.ch.SocketChannelImpl.write(SocketChannelImpl.java:471)
at org.apache.spark.network.protocol.MessageWithHeader.copyByteBuf(MessageWithHeader.java:141)
at org.apache.spark.network.protocol.MessageWithHeader.transferTo(MessageWithHeader.java:111)
at io.netty.channel.socket.nio.NioSocketChannel.doWriteFileRegion(NioSocketChannel.java:254)
at io.netty.channel.nio.AbstractNioByteChannel.doWrite(AbstractNioByteChannel.java:237)
at io.netty.channel.socket.nio.NioSocketChannel.doWrite(NioSocketChannel.java:281)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush0(AbstractChannel.java:761)
at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.forceFlush(AbstractNioChannel.java:317)
at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:519)
at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:468)
at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:382)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:354)
at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
at java.lang.Thread.run(Thread.java:745)
18/03/24 09:12:32 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=6022075720325031278, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=81 cap=156]}} to /192.168.200.170:52464; closing connection
java.io.IOException: Broken pipe
at sun.nio.ch.FileDispatcherImpl.write0(Native Method)
at sun.nio.ch.SocketDispatcher.write(SocketDispatcher.java:47)
at sun.nio.ch.IOUtil.writeFromNativeBuffer(IOUtil.java:93)
at sun.nio.ch.IOUtil.write(IOUtil.java:65)
at sun.nio.ch.SocketChannelImpl.write(SocketChannelImpl.java:471)
at org.apache.spark.network.protocol.MessageWithHeader.copyByteBuf(MessageWithHeader.java:141)
at org.apache.spark.network.protocol.MessageWithHeader.transferTo(MessageWithHeader.java:111)
at io.netty.channel.socket.nio.NioSocketChannel.doWriteFileRegion(NioSocketChannel.java:254)
at io.netty.channel.nio.AbstractNioByteChannel.doWrite(AbstractNioByteChannel.java:237)
at io.netty.channel.socket.nio.NioSocketChannel.doWrite(NioSocketChannel.java:281)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush0(AbstractChannel.java:761)
at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.forceFlush(AbstractNioChannel.java:317)
at io.netty.channel.nio.NioEventLoop.processSelectedKey(NioEventLoop.java:519)
at io.netty.channel.nio.NioEventLoop.processSelectedKeysOptimized(NioEventLoop.java:468)
at io.netty.channel.nio.NioEventLoop.processSelectedKeys(NioEventLoop.java:382)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:354)
at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
at java.lang.Thread.run(Thread.java:745)
18/03/24 09:12:32 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7632242820288945406, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.175:37814; closing connection
java.io.IOException: Broken pipe
at sun.nio.ch.FileDispatcherImpl.write0(Native Method)
at sun.nio.ch.SocketDispatcher.write(SocketDispatcher.java:47)
at sun.nio.ch.IOUtil.writeFromNativeBuffer(IOUtil.java:93)
at sun.nio.ch.IOUtil.write(IOUtil.java:65)
at sun.nio.ch.SocketChannelImpl.write(SocketChannelImpl.java:471)
at org.apache.spark.network.protocol.MessageWithHeader.copyByteBuf(MessageWithHeader.java:141)
at org.apache.spark.network.protocol.MessageWithHeader.transferTo(MessageWithHeader.java:123)
at io.netty.channel.socket.nio.NioSocketChannel.doWriteFileRegion(NioSocketChannel.java:254)
at io.netty.channel.nio.AbstractNioByteChannel.doWrite(AbstractNioByteChannel.java:237)
at io.netty.channel.socket.nio.NioSocketChannel.doWrite(NioSocketChannel.java:281)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush0(AbstractChannel.java:761)
at io.netty.channel.nio.AbstractNioChannel$AbstractNioUnsafe.flush0(AbstractNioChannel.java:311)
at io.netty.channel.AbstractChannel$AbstractUnsafe.flush(AbstractChannel.java:729)
at io.netty.channel.DefaultChannelPipeline$HeadContext.flush(DefaultChannelPipeline.java:1127)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelOutboundHandlerAdapter.flush(ChannelOutboundHandlerAdapter.java:115)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.flush(AbstractChannelHandlerContext.java:644)
at io.netty.channel.ChannelDuplexHandler.flush(ChannelDuplexHandler.java:117)
at io.netty.channel.AbstractChannelHandlerContext.invokeFlush(AbstractChannelHandlerContext.java:663)
at io.netty.channel.AbstractChannelHandlerContext.access$1500(AbstractChannelHandlerContext.java:32)
at io.netty.channel.AbstractChannelHandlerContext$WriteAndFlushTask.write(AbstractChannelHandlerContext.java:961)
at io.netty.channel.AbstractChannelHandlerContext$AbstractWriteTask.run(AbstractChannelHandlerContext.java:893)
at io.netty.util.concurrent.SingleThreadEventExecutor.runAllTasks(SingleThreadEventExecutor.java:357)
at io.netty.channel.nio.NioEventLoop.run(NioEventLoop.java:357)
at io.netty.util.concurrent.SingleThreadEventExecutor$2.run(SingleThreadEventExecutor.java:111)
at java.lang.Thread.run(Thread.java:745)
18/03/24 09:13:50 ERROR cluster.StandaloneSchedulerBackend: Cannot receive any reply in 300 seconds. This timeout is controlled by spark.rpc.askTimeout
org.apache.spark.rpc.RpcTimeoutException: Cannot receive any reply in 300 seconds. This timeout is controlled by spark.rpc.askTimeout
at org.apache.spark.rpc.RpcTimeout.org$apache$spark$rpc$RpcTimeout$$createRpcTimeoutException(RpcTimeout.scala:48)
at org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:63)
at org.apache.spark.rpc.RpcTimeout$$anonfun$addMessageIfTimeout$1.applyOrElse(RpcTimeout.scala:59)
at scala.runtime.AbstractPartialFunction.apply(AbstractPartialFunction.scala:36)
at scala.util.Failure$$anonfun$recover$1.apply(Try.scala:216)
at scala.util.Try$.apply(Try.scala:192)
at scala.util.Failure.recover(Try.scala:216)
at scala.concurrent.Future$$anonfun$recover$1.apply(Future.scala:326)
at scala.concurrent.Future$$anonfun$recover$1.apply(Future.scala:326)
at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:32)
at org.spark_project.guava.util.concurrent.MoreExecutors$SameThreadExecutorService.execute(MoreExecutors.java:293)
at scala.concurrent.impl.ExecutionContextImpl$$anon$1.execute(ExecutionContextImpl.scala:136)
at scala.concurrent.impl.CallbackRunnable.executeWithValue(Promise.scala:40)
at scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:248)
at scala.concurrent.Promise$class.complete(Promise.scala:55)
at scala.concurrent.impl.Promise$DefaultPromise.complete(Promise.scala:153)
at scala.concurrent.Future$$anonfun$map$1.apply(Future.scala:237)
at scala.concurrent.Future$$anonfun$map$1.apply(Future.scala:237)
at scala.concurrent.impl.CallbackRunnable.run(Promise.scala:32)
at scala.concurrent.BatchingExecutor$Batch$$anonfun$run$1.processBatch$1(BatchingExecutor.scala:63)
at scala.concurrent.BatchingExecutor$Batch$$anonfun$run$1.apply$mcV$sp(BatchingExecutor.scala:78)
at scala.concurrent.BatchingExecutor$Batch$$anonfun$run$1.apply(BatchingExecutor.scala:55)
at scala.concurrent.BatchingExecutor$Batch$$anonfun$run$1.apply(BatchingExecutor.scala:55)
at scala.concurrent.BlockContext$.withBlockContext(BlockContext.scala:72)
at scala.concurrent.BatchingExecutor$Batch.run(BatchingExecutor.scala:54)
at scala.concurrent.Future$InternalCallbackExecutor$.unbatchedExecute(Future.scala:601)
at scala.concurrent.BatchingExecutor$class.execute(BatchingExecutor.scala:106)
at scala.concurrent.Future$InternalCallbackExecutor$.execute(Future.scala:599)
at scala.concurrent.impl.CallbackRunnable.executeWithValue(Promise.scala:40)
at scala.concurrent.impl.Promise$DefaultPromise.tryComplete(Promise.scala:248)
at scala.concurrent.Promise$class.tryFailure(Promise.scala:112)
at scala.concurrent.impl.Promise$DefaultPromise.tryFailure(Promise.scala:153)
at org.apache.spark.rpc.netty.NettyRpcEnv.org$apache$spark$rpc$netty$NettyRpcEnv$$onFailure$1(NettyRpcEnv.scala:205)
at org.apache.spark.rpc.netty.NettyRpcEnv$$anon$1.run(NettyRpcEnv.scala:239)
at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
at java.util.concurrent.FutureTask.run(FutureTask.java:266)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.access$201(ScheduledThreadPoolExecutor.java:180)
at java.util.concurrent.ScheduledThreadPoolExecutor$ScheduledFutureTask.run(ScheduledThreadPoolExecutor.java:293)
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.util.concurrent.TimeoutException: Cannot receive any reply in 300 seconds
... 8 more
Exception in thread "dispatcher-event-loop-3" java.lang.OutOfMemoryError: GC overhead limit exceeded
18/03/24 09:14:15 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=7171924167162521271, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.166:44212; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:14:15 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=6311126145073514588, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.164:58210; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:14:15 ERROR server.TransportRequestHandler: Error sending result RpcResponse{requestId=5224152371075942331, body=NioManagedBuffer{buf=java.nio.HeapByteBuffer[pos=0 lim=47 cap=64]}} to /192.168.200.170:49664; closing connection
java.nio.channels.ClosedChannelException
18/03/24 09:16:29 ERROR cluster.StandaloneSchedule
2、错误分析
java.lang.OutOfMemoryError: GC overhead limit exceeded 这种情况发生的原因是, 程序基本上耗尽了所有的可用内存, GC也清理不了。
JVM抛出 java.lang.OutOfMemoryError: GC overhead limit exceeded 错误就是发出了这样的信号: 执行垃圾收集的时间比例太大, 有效的运算量太小. 默认情况下, 如果GC花费的时间超过 98%, 并且GC回收的内存少于 2%, JVM就会抛出这个错误。