【Spark學習】報錯Could not locate executable null\bin\winutils.exe in the Hadoop binaries.

Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
20/04/26 00:45:36 INFO SparkContext: Running Spark version 2.4.4
20/04/26 00:45:36 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$$anonfun$getCurrentUserName$1.apply(Utils.scala:2422)
	at org.apache.spark.util.Utils$$anonfun$getCurrentUserName$1.apply(Utils.scala:2422)
	at scala.Option.getOrElse(Option.scala:121)
	at org.apache.spark.util.Utils$.getCurrentUserName(Utils.scala:2422)
	at org.apache.spark.SparkContext.<init>(SparkContext.scala:293)
	at spark.wordCount01$.main(wordCount01.scala:16)
	at spark.wordCount01.main(wordCount01.scala)
20/04/26 00:45:36 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable

報錯原因:當需要在window本地運行spark程序時,需要在window安裝Hadoop

成功安裝Hadoop
在這裏插入圖片描述
再次運行

Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
20/04/26 00:49:15 INFO SparkContext: Running Spark version 2.4.4
20/04/26 00:49:15 ERROR Shell: Failed to locate the winutils binary in the hadoop binary path
java.io.IOException: Could not locate executable D:\windows運行Hadoop虛擬程序\hadoop-2.7.3\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$$anonfun$getCurrentUserName$1.apply(Utils.scala:2422)
	at org.apache.spark.util.Utils$$anonfun$getCurrentUserName$1.apply(Utils.scala:2422)
	at scala.Option.getOrElse(Option.scala:121)
	at org.apache.spark.util.Utils$.getCurrentUserName(Utils.scala:2422)
	at org.apache.spark.SparkContext.<init>(SparkContext.scala:293)
	at spark.wordCount01$.main(wordCount01.scala:16)
	at spark.wordCount01.main(wordCount01.scala)

發現還是報錯
這時,我仔細查看報錯信息後,發現是缺少winutils.exe程序,這個程序是Hadoop在運行中需要的一個服務進程,所以這裏需要將winutils.exe程序放入Hadoop bin目錄下
在這裏插入圖片描述

winutils.exe的下載地址
鏈接:https://pan.baidu.com/s/1tTydTb8AyYkCtbsO6Pf3Ew 
提取碼:g3q8 

再次運行,就成功了

在這裏插入代碼片"C:\Program Files\Java\jdk1.8.0_151\bin\java.exe" "-javaagent:D:\idea\IntelliJ IDEA 2019.2.3\lib\idea_rt.jar=53466:D:\idea\IntelliJ IDEA 2019.2.3\bin" -Dfile.encoding=UTF-8 -classpath "C:\Program Files\Java\jdk1.8.0_151\jre\lib\charsets.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\deploy.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\access-bridge-64.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\cldrdata.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\dnsns.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\jaccess.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\jfxrt.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\localedata.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\nashorn.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\sunec.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\sunjce_provider.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\sunmscapi.jar;C:\Program Files\Java\jdk1.8.0_151\jre\lib\ext\sunpkcs11.jar;C:\Program 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spark.wordCount01
Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties
20/04/26 00:54:56 INFO SparkContext: Running Spark version 2.4.4
20/04/26 00:54:56 WARN NativeCodeLoader: Unable to load native-hadoop library for your platform... using builtin-java classes where applicable
20/04/26 00:54:56 INFO SparkContext: Submitted application: wordCount01
20/04/26 00:54:56 INFO SecurityManager: Changing view acls to: 86188
20/04/26 00:54:56 INFO SecurityManager: Changing modify acls to: 86188
20/04/26 00:54:56 INFO SecurityManager: Changing view acls groups to: 
20/04/26 00:54:56 INFO SecurityManager: Changing modify acls groups to: 
20/04/26 00:54:56 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users  with view permissions: Set(86188); groups with view permissions: Set(); users  with modify permissions: Set(86188); groups with modify permissions: Set()
20/04/26 00:54:58 INFO Utils: Successfully started service 'sparkDriver' on port 53499.
20/04/26 00:54:58 INFO SparkEnv: Registering MapOutputTracker
20/04/26 00:54:58 INFO SparkEnv: Registering BlockManagerMaster
20/04/26 00:54:58 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information
20/04/26 00:54:58 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up
20/04/26 00:54:58 INFO DiskBlockManager: Created local directory at C:\Users\86188\AppData\Local\Temp\blockmgr-d3c34aff-fb21-4c35-8c1f-c2bb9b9093d1
20/04/26 00:54:58 INFO MemoryStore: MemoryStore started with capacity 896.4 MB
20/04/26 00:54:58 INFO SparkEnv: Registering OutputCommitCoordinator
20/04/26 00:54:58 INFO Utils: Successfully started service 'SparkUI' on port 4040.
20/04/26 00:54:58 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://DESKTOP-P6UOQ8F:4040
20/04/26 00:54:58 INFO Executor: Starting executor ID driver on host localhost
20/04/26 00:54:58 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 53530.
20/04/26 00:54:58 INFO NettyBlockTransferService: Server created on DESKTOP-P6UOQ8F:53530
20/04/26 00:54:58 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy
20/04/26 00:54:58 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, DESKTOP-P6UOQ8F, 53530, None)
20/04/26 00:54:58 INFO BlockManagerMasterEndpoint: Registering block manager DESKTOP-P6UOQ8F:53530 with 896.4 MB RAM, BlockManagerId(driver, DESKTOP-P6UOQ8F, 53530, None)
20/04/26 00:54:58 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, DESKTOP-P6UOQ8F, 53530, None)
20/04/26 00:54:58 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, DESKTOP-P6UOQ8F, 53530, None)
20/04/26 00:54:59 INFO SparkContext: Starting job: collect at wordCount01.scala:31
20/04/26 00:54:59 INFO DAGScheduler: Registering RDD 2 (map at wordCount01.scala:25)
20/04/26 00:54:59 INFO DAGScheduler: Got job 0 (collect at wordCount01.scala:31) with 6 output partitions
20/04/26 00:54:59 INFO DAGScheduler: Final stage: ResultStage 1 (collect at wordCount01.scala:31)
20/04/26 00:54:59 INFO DAGScheduler: Parents of final stage: List(ShuffleMapStage 0)
20/04/26 00:54:59 INFO DAGScheduler: Missing parents: List(ShuffleMapStage 0)
20/04/26 00:54:59 INFO DAGScheduler: Submitting ShuffleMapStage 0 (MapPartitionsRDD[2] at map at wordCount01.scala:25), which has no missing parents
20/04/26 00:54:59 INFO MemoryStore: Block broadcast_0 stored as values in memory (estimated size 3.3 KB, free 896.4 MB)
20/04/26 00:54:59 INFO MemoryStore: Block broadcast_0_piece0 stored as bytes in memory (estimated size 2.0 KB, free 896.4 MB)
20/04/26 00:54:59 INFO BlockManagerInfo: Added broadcast_0_piece0 in memory on DESKTOP-P6UOQ8F:53530 (size: 2.0 KB, free: 896.4 MB)
20/04/26 00:54:59 INFO SparkContext: Created broadcast 0 from broadcast at DAGScheduler.scala:1161
20/04/26 00:54:59 INFO DAGScheduler: Submitting 6 missing tasks from ShuffleMapStage 0 (MapPartitionsRDD[2] at map at wordCount01.scala:25) (first 15 tasks are for partitions Vector(0, 1, 2, 3, 4, 5))
20/04/26 00:54:59 INFO TaskSchedulerImpl: Adding task set 0.0 with 6 tasks
20/04/26 00:54:59 INFO TaskSetManager: Starting task 0.0 in stage 0.0 (TID 0, localhost, executor driver, partition 0, PROCESS_LOCAL, 7857 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 1.0 in stage 0.0 (TID 1, localhost, executor driver, partition 1, PROCESS_LOCAL, 7879 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 2.0 in stage 0.0 (TID 2, localhost, executor driver, partition 2, PROCESS_LOCAL, 7857 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 3.0 in stage 0.0 (TID 3, localhost, executor driver, partition 3, PROCESS_LOCAL, 7871 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 4.0 in stage 0.0 (TID 4, localhost, executor driver, partition 4, PROCESS_LOCAL, 7857 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 5.0 in stage 0.0 (TID 5, localhost, executor driver, partition 5, PROCESS_LOCAL, 7870 bytes)
20/04/26 00:54:59 INFO Executor: Running task 5.0 in stage 0.0 (TID 5)
20/04/26 00:54:59 INFO Executor: Running task 3.0 in stage 0.0 (TID 3)
20/04/26 00:54:59 INFO Executor: Running task 1.0 in stage 0.0 (TID 1)
20/04/26 00:54:59 INFO Executor: Running task 4.0 in stage 0.0 (TID 4)
20/04/26 00:54:59 INFO Executor: Running task 0.0 in stage 0.0 (TID 0)
20/04/26 00:54:59 INFO Executor: Running task 2.0 in stage 0.0 (TID 2)
20/04/26 00:54:59 INFO Executor: Finished task 3.0 in stage 0.0 (TID 3). 989 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 5.0 in stage 0.0 (TID 5). 1075 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 2.0 in stage 0.0 (TID 2). 946 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 1.0 in stage 0.0 (TID 1). 1075 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 4.0 in stage 0.0 (TID 4). 946 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 0.0 in stage 0.0 (TID 0). 946 bytes result sent to driver
20/04/26 00:54:59 INFO TaskSetManager: Finished task 1.0 in stage 0.0 (TID 1) in 113 ms on localhost (executor driver) (1/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 5.0 in stage 0.0 (TID 5) in 116 ms on localhost (executor driver) (2/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 2.0 in stage 0.0 (TID 2) in 117 ms on localhost (executor driver) (3/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 3.0 in stage 0.0 (TID 3) in 117 ms on localhost (executor driver) (4/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 0.0 in stage 0.0 (TID 0) in 132 ms on localhost (executor driver) (5/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 4.0 in stage 0.0 (TID 4) in 116 ms on localhost (executor driver) (6/6)
20/04/26 00:54:59 INFO TaskSchedulerImpl: Removed TaskSet 0.0, whose tasks have all completed, from pool 
20/04/26 00:54:59 INFO DAGScheduler: ShuffleMapStage 0 (map at wordCount01.scala:25) finished in 0.246 s
20/04/26 00:54:59 INFO DAGScheduler: looking for newly runnable stages
20/04/26 00:54:59 INFO DAGScheduler: running: Set()
20/04/26 00:54:59 INFO DAGScheduler: waiting: Set(ResultStage 1)
20/04/26 00:54:59 INFO DAGScheduler: failed: Set()
20/04/26 00:54:59 INFO DAGScheduler: Submitting ResultStage 1 (ShuffledRDD[3] at reduceByKey at wordCount01.scala:28), which has no missing parents
20/04/26 00:54:59 INFO MemoryStore: Block broadcast_1 stored as values in memory (estimated size 3.2 KB, free 896.4 MB)
20/04/26 00:54:59 INFO MemoryStore: Block broadcast_1_piece0 stored as bytes in memory (estimated size 2021.0 B, free 896.4 MB)
20/04/26 00:54:59 INFO BlockManagerInfo: Added broadcast_1_piece0 in memory on DESKTOP-P6UOQ8F:53530 (size: 2021.0 B, free: 896.4 MB)
20/04/26 00:54:59 INFO SparkContext: Created broadcast 1 from broadcast at DAGScheduler.scala:1161
20/04/26 00:54:59 INFO DAGScheduler: Submitting 6 missing tasks from ResultStage 1 (ShuffledRDD[3] at reduceByKey at wordCount01.scala:28) (first 15 tasks are for partitions Vector(0, 1, 2, 3, 4, 5))
20/04/26 00:54:59 INFO TaskSchedulerImpl: Adding task set 1.0 with 6 tasks
20/04/26 00:54:59 INFO TaskSetManager: Starting task 2.0 in stage 1.0 (TID 6, localhost, executor driver, partition 2, PROCESS_LOCAL, 7662 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 3.0 in stage 1.0 (TID 7, localhost, executor driver, partition 3, PROCESS_LOCAL, 7662 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 0.0 in stage 1.0 (TID 8, localhost, executor driver, partition 0, ANY, 7662 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 1.0 in stage 1.0 (TID 9, localhost, executor driver, partition 1, ANY, 7662 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 4.0 in stage 1.0 (TID 10, localhost, executor driver, partition 4, ANY, 7662 bytes)
20/04/26 00:54:59 INFO TaskSetManager: Starting task 5.0 in stage 1.0 (TID 11, localhost, executor driver, partition 5, ANY, 7662 bytes)
20/04/26 00:54:59 INFO Executor: Running task 1.0 in stage 1.0 (TID 9)
20/04/26 00:54:59 INFO Executor: Running task 3.0 in stage 1.0 (TID 7)
20/04/26 00:54:59 INFO Executor: Running task 4.0 in stage 1.0 (TID 10)
20/04/26 00:54:59 INFO Executor: Running task 5.0 in stage 1.0 (TID 11)
20/04/26 00:54:59 INFO Executor: Running task 0.0 in stage 1.0 (TID 8)
20/04/26 00:54:59 INFO Executor: Running task 2.0 in stage 1.0 (TID 6)
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 0 non-empty blocks including 0 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 0 non-empty blocks including 0 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 1 non-empty blocks including 1 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 1 non-empty blocks including 1 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 1 non-empty blocks including 1 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Getting 3 non-empty blocks including 3 local blocks and 0 remote blocks
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 8 ms
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 4 ms
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 5 ms
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 6 ms
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 4 ms
20/04/26 00:54:59 INFO ShuffleBlockFetcherIterator: Started 0 remote fetches in 5 ms
20/04/26 00:54:59 INFO Executor: Finished task 2.0 in stage 1.0 (TID 6). 1134 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 3.0 in stage 1.0 (TID 7). 1134 bytes result sent to driver
20/04/26 00:54:59 INFO TaskSetManager: Finished task 2.0 in stage 1.0 (TID 6) in 42 ms on localhost (executor driver) (1/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 3.0 in stage 1.0 (TID 7) in 42 ms on localhost (executor driver) (2/6)
20/04/26 00:54:59 INFO Executor: Finished task 5.0 in stage 1.0 (TID 11). 1240 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 1.0 in stage 1.0 (TID 9). 1199 bytes result sent to driver
20/04/26 00:54:59 INFO Executor: Finished task 0.0 in stage 1.0 (TID 8). 1241 bytes result sent to driver
20/04/26 00:54:59 INFO TaskSetManager: Finished task 5.0 in stage 1.0 (TID 11) in 44 ms on localhost (executor driver) (3/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 1.0 in stage 1.0 (TID 9) in 46 ms on localhost (executor driver) (4/6)
20/04/26 00:54:59 INFO TaskSetManager: Finished task 0.0 in stage 1.0 (TID 8) in 46 ms on localhost (executor driver) (5/6)
20/04/26 00:54:59 INFO Executor: Finished task 4.0 in stage 1.0 (TID 10). 1298 bytes result sent to driver
20/04/26 00:54:59 INFO TaskSetManager: Finished task 4.0 in stage 1.0 (TID 10) in 49 ms on localhost (executor driver) (6/6)
20/04/26 00:54:59 INFO TaskSchedulerImpl: Removed TaskSet 1.0, whose tasks have all completed, from pool 
20/04/26 00:54:59 INFO DAGScheduler: ResultStage 1 (collect at wordCount01.scala:31) finished in 0.060 s
20/04/26 00:54:59 INFO DAGScheduler: Job 0 finished: collect at wordCount01.scala:31, took 0.625539 s
(scala,1)
(hnswxy,1)
(is,1)
(very,1)
(hello,2)
(java,1)
(good,1)
20/04/26 00:54:59 INFO SparkContext: Invoking stop() from shutdown hook
20/04/26 00:54:59 INFO SparkUI: Stopped Spark web UI at http://DESKTOP-P6UOQ8F:4040
20/04/26 00:54:59 INFO BlockManagerInfo: Removed broadcast_1_piece0 on DESKTOP-P6UOQ8F:53530 in memory (size: 2021.0 B, free: 896.4 MB)
20/04/26 00:54:59 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped!
20/04/26 00:55:00 INFO MemoryStore: MemoryStore cleared
20/04/26 00:55:00 INFO BlockManager: BlockManager stopped
20/04/26 00:55:00 INFO BlockManagerMaster: BlockManagerMaster stopped
20/04/26 00:55:00 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped!
20/04/26 00:55:00 INFO SparkContext: Successfully stopped SparkContext
20/04/26 00:55:00 INFO ShutdownHookManager: Shutdown hook called
20/04/26 00:55:00 INFO ShutdownHookManager: Deleting directory C:\Users\86188\AppData\Local\Temp\spark-3446b9d2-5c40-4db5-927f-d6719bc607b5

Process finished with exit code 0

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