Spark + Scala – error：java.io.IOException: Could not locate executable null\bin\winutils.exe in the Hadoop binaries.
在MS Windows中使用Intellij Idea编写scala处理Spark的任务的时候，你可能会遇到如题所示的问题，具体如下：
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"C:\Program Files\Java\jdk1.8.0_171\bin\java.exe" "-javaagent:C:\Program Files\JetBrains\IntelliJ IDEA 2018.1.3\lib\idea_rt.jar=10602:C:\Program Files\JetBrains\IntelliJ IDEA 2018.1.3\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\JetBrains\IntelliJ IDEA 2018.1.3\lib\idea_rt.jar" com.intellij.rt.execution.CommandLineWrapper C:\Users\adamhuan\AppData\Local\Temp\idea_classpath com.dprototype.cn.IPLocation Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 18/05/25 14:08:11 INFO SparkContext: Running Spark version 2.3.0 18/05/25 14:08:12 ERROR Shell: Failed to locate the winutils binary in the hadoop binary path java.io.IOException: Could not locate executable null\bin\winutils.exe in the Hadoop binaries. at org.apache.hadoop.util.Shell.getQualifiedBinPath(Shell.java:379) at org.apache.hadoop.util.Shell.getWinUtilsPath(Shell.java:394) at org.apache.hadoop.util.Shell.<clinit>(Shell.java:387) at org.apache.hadoop.util.StringUtils.<clinit>(StringUtils.java:80) at org.apache.hadoop.security.SecurityUtil.getAuthenticationMethod(SecurityUtil.java:611) at org.apache.hadoop.security.UserGroupInformation.initialize(UserGroupInformation.java:273) at org.apache.hadoop.security.UserGroupInformation.ensureInitialized(UserGroupInformation.java:261) at org.apache.hadoop.security.UserGroupInformation.loginUserFromSubject(UserGroupInformation.java:791) at org.apache.hadoop.security.UserGroupInformation.getLoginUser(UserGroupInformation.java:761) at org.apache.hadoop.security.UserGroupInformation.getCurrentUser(UserGroupInformation.java:634) at org.apache.spark.util.Utils$$anonfun$getCurrentUserName$1.apply(Utils.scala:2464) at org.apache.spark.util.Utils$$anonfun$getCurrentUserName$1.apply(Utils.scala:2464) at scala.Option.getOrElse(Option.scala:121) at org.apache.spark.util.Utils$.getCurrentUserName(Utils.scala:2464) at org.apache.spark.SparkContext.<init>(SparkContext.scala:292) at com.dprototype.cn.IPLocation$.main(IPLocation.scala:40) at com.dprototype.cn.IPLocation.main(IPLocation.scala) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at com.intellij.rt.execution.CommandLineWrapper.main(CommandLineWrapper.java:67) 18/05/25 14:08:12 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable 18/05/25 14:08:12 INFO SparkContext: Submitted application: IpLocation 18/05/25 14:08:12 INFO SecurityManager: Changing view acls to: adamhuan 18/05/25 14:08:12 INFO SecurityManager: Changing modify acls to: adamhuan 18/05/25 14:08:12 INFO SecurityManager: Changing view acls groups to: 18/05/25 14:08:12 INFO SecurityManager: Changing modify acls groups to: 18/05/25 14:08:12 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(adamhuan); groups with view permissions: Set(); users with modify permissions: Set(adamhuan); groups with modify permissions: Set() 18/05/25 14:08:15 INFO Utils: Successfully started service 'sparkDriver' on port 10640. 18/05/25 14:08:15 INFO SparkEnv: Registering MapOutputTracker 18/05/25 14:08:15 INFO SparkEnv: Registering BlockManagerMaster 18/05/25 14:08:15 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 18/05/25 14:08:15 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 18/05/25 14:08:15 INFO DiskBlockManager: Created local directory at C:\Users\adamhuan\AppData\Local\Temp\blockmgr-4943e610-134a-4e04-b104-f569196ad135 18/05/25 14:08:15 INFO MemoryStore: MemoryStore started with capacity 4.0 GB 18/05/25 14:08:15 INFO SparkEnv: Registering OutputCommitCoordinator 18/05/25 14:08:16 INFO Utils: Successfully started service 'SparkUI' on port 4040. 18/05/25 14:08:16 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://DESKTOP-MMBK6OG:4040 18/05/25 14:08:16 INFO Executor: Starting executor ID driver on host localhost 18/05/25 14:08:16 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 10657. 18/05/25 14:08:16 INFO NettyBlockTransferService: Server created on DESKTOP-MMBK6OG:10657 18/05/25 14:08:16 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 18/05/25 14:08:16 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, DESKTOP-MMBK6OG, 10657, None) 18/05/25 14:08:16 INFO BlockManagerMasterEndpoint: Registering block manager DESKTOP-MMBK6OG:10657 with 4.0 GB RAM, BlockManagerId(driver, DESKTOP-MMBK6OG, 10657, None) 18/05/25 14:08:16 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, DESKTOP-MMBK6OG, 10657, None) 18/05/25 14:08:16 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, DESKTOP-MMBK6OG, 10657, None) 18/05/25 14:08:17 INFO MemoryStore: Block broadcast_0 stored as values in memory (estimated size 236.5 KB, free 4.0 GB) 18/05/25 14:08:17 INFO MemoryStore: Block broadcast_0_piece0 stored as bytes in memory (estimated size 22.9 KB, free 4.0 GB) 18/05/25 14:08:17 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on DESKTOP-MMBK6OG:10657 (size: 22.9 KB, free: 4.0 GB) 18/05/25 14:08:17 INFO SparkContext: Created broadcast 0 from textFile at IPLocation.scala:42 18/05/25 14:08:17 WARN ClosureCleaner: Expected a closure; got com.dprototype.cn.IPLocation$$$Lambda$13/2038020279 18/05/25 14:08:17 INFO FileInputFormat: Total input paths to process : 1 18/05/25 14:08:17 INFO SparkContext: Starting job: collect at IPLocation.scala:51 18/05/25 14:08:17 INFO DAGScheduler: Got job 0 (collect at IPLocation.scala:51) with 2 output partitions 18/05/25 14:08:17 INFO DAGScheduler: Final stage: ResultStage 0 (collect at IPLocation.scala:51) 18/05/25 14:08:17 INFO DAGScheduler: Parents of final stage: List() 18/05/25 14:08:17 INFO DAGScheduler: Missing parents: List() 18/05/25 14:08:17 INFO DAGScheduler: Submitting ResultStage 0 (MapPartitionsRDD[2] at map at IPLocation.scala:42), which has no missing parents 18/05/25 14:08:17 INFO MemoryStore: Block broadcast_1 stored as values in memory (estimated size 4.0 KB, free 4.0 GB) 18/05/25 14:08:17 INFO MemoryStore: Block broadcast_1_piece0 stored as bytes in memory (estimated size 2.4 KB, free 4.0 GB) 18/05/25 14:08:17 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on DESKTOP-MMBK6OG:10657 (size: 2.4 KB, free: 4.0 GB) 18/05/25 14:08:17 INFO SparkContext: Created broadcast 1 from broadcast at DAGScheduler.scala:1039 18/05/25 14:08:18 INFO DAGScheduler: Submitting 2 missing tasks from ResultStage 0 (MapPartitionsRDD[2] at map at IPLocation.scala:42) (first 15 tasks are for partitions Vector(0, 1)) 18/05/25 14:08:18 INFO TaskSchedulerImpl: Adding task set 0.0 with 2 tasks 18/05/25 14:08:18 INFO TaskSetManager: Starting task 0.0 in stage 0.0 (TID 0, localhost, executor driver, partition 0, PROCESS_LOCAL, 7915 bytes) 18/05/25 14:08:18 INFO TaskSetManager: Starting task 1.0 in stage 0.0 (TID 1, localhost, executor driver, partition 1, PROCESS_LOCAL, 7915 bytes) 18/05/25 14:08:18 INFO Executor: Running task 1.0 in stage 0.0 (TID 1) 18/05/25 14:08:18 INFO Executor: Running task 0.0 in stage 0.0 (TID 0) 18/05/25 14:08:18 ERROR Executor: Exception in task 1.0 in stage 0.0 (TID 1) java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) 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) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more 18/05/25 14:08:18 ERROR Executor: Exception in task 0.0 in stage 0.0 (TID 0) java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) 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) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more Caused by: java.lang.ClassNotFoundException: scala.runtime.LambdaDeserialize at java.net.URLClassLoader.findClass(URLClassLoader.java:381) at java.lang.ClassLoader.loadClass(ClassLoader.java:424) at java.lang.ClassLoader.loadClass(ClassLoader.java:357) ... 34 more 18/05/25 14:08:18 WARN TaskSetManager: Lost task 1.0 in stage 0.0 (TID 1, localhost, executor driver): java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) 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) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more 18/05/25 14:08:18 ERROR TaskSetManager: Task 1 in stage 0.0 failed 1 times; aborting job 18/05/25 14:08:18 INFO TaskSchedulerImpl: Removed TaskSet 0.0, whose tasks have all completed, from pool 18/05/25 14:08:18 INFO TaskSetManager: Lost task 0.0 in stage 0.0 (TID 0) on localhost, executor driver: java.io.IOException (unexpected exception type) [duplicate 1] 18/05/25 14:08:18 INFO TaskSchedulerImpl: Removed TaskSet 0.0, whose tasks have all completed, from pool 18/05/25 14:08:18 INFO TaskSchedulerImpl: Cancelling stage 0 18/05/25 14:08:18 INFO DAGScheduler: ResultStage 0 (collect at IPLocation.scala:51) failed in 0.324 s due to Job aborted due to stage failure: Task 1 in stage 0.0 failed 1 times, most recent failure: Lost task 1.0 in stage 0.0 (TID 1, localhost, executor driver): java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) 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) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more Driver stacktrace: 18/05/25 14:08:18 INFO DAGScheduler: Job 0 failed: collect at IPLocation.scala:51, took 0.397622 s Exception in thread "main" java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at com.intellij.rt.execution.CommandLineWrapper.main(CommandLineWrapper.java:67) Caused by: org.apache.spark.SparkException: Job aborted due to stage failure: Task 1 in stage 0.0 failed 1 times, most recent failure: Lost task 1.0 in stage 0.0 (TID 1, localhost, executor driver): java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) 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) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more Driver stacktrace: at org.apache.spark.scheduler.DAGScheduler.org$apache$spark$scheduler$DAGScheduler$$failJobAndIndependentStages(DAGScheduler.scala:1599) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1587) at org.apache.spark.scheduler.DAGScheduler$$anonfun$abortStage$1.apply(DAGScheduler.scala:1586) at scala.collection.mutable.ResizableArray$class.foreach(ResizableArray.scala:59) at scala.collection.mutable.ArrayBuffer.foreach(ArrayBuffer.scala:48) at org.apache.spark.scheduler.DAGScheduler.abortStage(DAGScheduler.scala:1586) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:831) at org.apache.spark.scheduler.DAGScheduler$$anonfun$handleTaskSetFailed$1.apply(DAGScheduler.scala:831) at scala.Option.foreach(Option.scala:257) at org.apache.spark.scheduler.DAGScheduler.handleTaskSetFailed(DAGScheduler.scala:831) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.doOnReceive(DAGScheduler.scala:1820) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1769) at org.apache.spark.scheduler.DAGSchedulerEventProcessLoop.onReceive(DAGScheduler.scala:1758) at org.apache.spark.util.EventLoop$$anon$1.run(EventLoop.scala:48) at org.apache.spark.scheduler.DAGScheduler.runJob(DAGScheduler.scala:642) at org.apache.spark.SparkContext.runJob(SparkContext.scala:2027) at org.apache.spark.SparkContext.runJob(SparkContext.scala:2048) at org.apache.spark.SparkContext.runJob(SparkContext.scala:2067) at org.apache.spark.SparkContext.runJob(SparkContext.scala:2092) at org.apache.spark.rdd.RDD$$anonfun$collect$1.apply(RDD.scala:939) at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:151) at org.apache.spark.rdd.RDDOperationScope$.withScope(RDDOperationScope.scala:112) at org.apache.spark.rdd.RDD.withScope(RDD.scala:363) at org.apache.spark.rdd.RDD.collect(RDD.scala:938) at com.dprototype.cn.IPLocation$.main(IPLocation.scala:51) at com.dprototype.cn.IPLocation.main(IPLocation.scala) ... 5 more Caused by: java.io.IOException: unexpected exception type at java.io.ObjectStreamClass.throwMiscException(ObjectStreamClass.java:1682) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1254) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2076) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2285) at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2209) at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2067) at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1571) at java.io.ObjectInputStream.readObject(ObjectInputStream.java:431) at org.apache.spark.serializer.JavaDeserializationStream.readObject(JavaSerializer.scala:75) at org.apache.spark.serializer.JavaSerializerInstance.deserialize(JavaSerializer.scala:114) at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:80) at org.apache.spark.scheduler.Task.run(Task.scala:109) at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:345) at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149) at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624) at java.lang.Thread.run(Thread.java:748) Caused by: java.lang.reflect.InvocationTargetException at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.lang.invoke.SerializedLambda.readResolve(SerializedLambda.java:230) at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) at java.lang.reflect.Method.invoke(Method.java:498) at java.io.ObjectStreamClass.invokeReadResolve(ObjectStreamClass.java:1248) ... 23 more Caused by: java.lang.BootstrapMethodError: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize at com.dprototype.cn.IPLocation$.$deserializeLambda$(IPLocation.scala) ... 33 more Caused by: java.lang.NoClassDefFoundError: scala/runtime/LambdaDeserialize ... 34 more 18/05/25 14:08:18 INFO SparkContext: Invoking stop() from shutdown hook 18/05/25 14:08:18 INFO SparkUI: Stopped Spark web UI at http://DESKTOP-MMBK6OG:4040 18/05/25 14:08:18 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped! 18/05/25 14:08:18 INFO MemoryStore: MemoryStore cleared 18/05/25 14:08:18 INFO BlockManager: BlockManager stopped 18/05/25 14:08:18 INFO BlockManagerMaster: BlockManagerMaster stopped 18/05/25 14:08:18 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped! 18/05/25 14:08:18 INFO SparkContext: Successfully stopped SparkContext 18/05/25 14:08:18 INFO ShutdownHookManager: Shutdown hook called 18/05/25 14:08:18 INFO ShutdownHookManager: Deleting directory C:\Users\adamhuan\AppData\Local\Temp\spark-58cfe1f8-c4df-4218-8df5-85d54be2b539 Process finished with exit code 1 |
解决该问题，你需要先下载：
http://public-repo-1.hortonwo[……]
