[SPARK-22903] AlreadyBeingCreatedException in stage retry caused by wrong attemptNumber

• Type: Bug
• Status: In Progress
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: 2.1.0, 2.3.0
• Component/s: Spark Core
• Labels: core

Environment

Spark2.1.0 + yarn

• Flags: Important
• Assignee: Unassigned
• Reporter: liupengcheng
• Created: 26/Dec/17 12:33
• Updated: 09/Nov/20 14:57

Description

We submit a Spark2.1.0 spark job, however, when MetadataFetchFailed exception ocurred, stage is being retried, but a AlreadyBeingCreatedException is thrown and finally caused job failure.

2017-12-21,21:30:58,406 WARN org.apache.spark.scheduler.TaskSetManager: Lost task 13.0 in stage 7.1 (TID 18990, <host>, executor 326): org.apache.hadoop.ipc.RemoteException(org.apache.hadoop.hdfs.protocol.AlreadyBeingCreatedException): Failed to create file [/<outputpath>/_temporary/0/_temporary/attempt_201712211720_0026_r_000014_0/part-r-00014.snappy.parquet] for [DFSClient_NONMAPREDUCE_-1477691024_103] for client [10.136.42.10], because this file is already being created by [DFSClient_NONMAPREDUCE_940892524_103] on [10.118.21.26]
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.recoverLeaseInternal(FSNamesystem.java:2672)
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInternal(FSNamesystem.java:2388)
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFileInt(FSNamesystem.java:2317)
        at org.apache.hadoop.hdfs.server.namenode.FSNamesystem.startFile(FSNamesystem.java:2270)
        at org.apache.hadoop.hdfs.server.namenode.NameNodeRpcServer.create(NameNodeRpcServer.java:604)
        at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolServerSideTranslatorPB.create(ClientNamenodeProtocolServerSideTranslatorPB.java:374)
        at org.apache.hadoop.hdfs.protocol.proto.ClientNamenodeProtocolProtos$ClientNamenodeProtocol$2.callBlockingMethod(ClientNamenodeProtocolProtos.java)
        at org.apache.hadoop.ipc.ProtobufRpcEngine$Server$ProtoBufRpcInvoker.call(ProtobufRpcEngine.java:585)
        at org.apache.hadoop.ipc.RPC$Server.call(RPC.java:928)
        at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2039)
        at org.apache.hadoop.ipc.Server$Handler$1.run(Server.java:2035)
        at java.security.AccessController.doPrivileged(Native Method)
        at javax.security.auth.Subject.doAs(Subject.java:396)
        at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1806)
        at org.apache.hadoop.ipc.Server$Handler.run(Server.java:2033)

        at org.apache.hadoop.ipc.Client.call(Client.java:1477)
        at org.apache.hadoop.ipc.Client.call(Client.java:1408)
        at org.apache.hadoop.ipc.ProtobufRpcEngine$Invoker.invoke(ProtobufRpcEngine.java:232)
        at com.sun.proxy.$Proxy21.create(Unknown Source)
        at org.apache.hadoop.hdfs.protocolPB.ClientNamenodeProtocolTranslatorPB.create(ClientNamenodeProtocolTranslatorPB.java:301)
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method)
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:57)
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
        at java.lang.reflect.Method.invoke(Method.java:606)
        at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:187)
        at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:102)
        at com.sun.proxy.$Proxy22.create(Unknown Source)
        at org.apache.hadoop.hdfs.DFSOutputStream.newStreamForCreate(DFSOutputStream.java:1779)
        at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1773)
        at org.apache.hadoop.hdfs.DFSClient.create(DFSClient.java:1698)
        at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:433)
        at org.apache.hadoop.hdfs.DistributedFileSystem$7.doCall(DistributedFileSystem.java:429)
        at org.apache.hadoop.fs.FileSystemLinkResolver.resolve(FileSystemLinkResolver.java:81)
        at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:444)
        at org.apache.hadoop.hdfs.DistributedFileSystem.create(DistributedFileSystem.java:373)
        at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:928)
        at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:909)
        at org.apache.hadoop.fs.FileSystem.create(FileSystem.java:806)
        at org.apache.parquet.hadoop.ParquetFileWriter.&lt;init&gt;(ParquetFileWriter.java:176)
        at org.apache.parquet.hadoop.ParquetFileWriter.&lt;init&gt;(ParquetFileWriter.java:160)
        at org.apache.parquet.hadoop.ParquetOutputFormat.getRecordWriter(ParquetOutputFormat.java:289)
        at org.apache.parquet.hadoop.ParquetOutputFormat.getRecordWriter(ParquetOutputFormat.java:262)
        at org.apache.spark.rdd.PairRDDFunctions$$anonfun$saveAsNewAPIHadoopDataset$1$$anonfun$12.apply(PairRDDFunctions.scala:1108)
        at org.apache.spark.rdd.PairRDDFunctions$$anonfun$saveAsNewAPIHadoopDataset$1$$anonfun$12.apply(PairRDDFunctions.scala:1091)
        at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:66)
        at org.apache.spark.scheduler.Task.run(Task.scala:90)
        at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:241)
        at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1145)
        at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:615)
        at java.lang.Thread.run(Thread.java:745)

Issue Links

• links to: [Github] Pull Request #20086 (liupc)
• links to: GitHub Pull Request #20086