IDEA Spark 程序报错: NoClassDefFound : Scala/xml/metadata

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#spark

本文介绍了解决Spark UI中出现的依赖缺失问题的方法。当Spark UI遇到与Scala XML包相关的错误时，可以通过在项目的pom文件中添加特定的依赖项来解决。具体做法是在pom文件中加入org.scala-lang的scala-xml依赖，版本为2.11.0-M4。

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错误现象:



解决:

SparkUI seems to use a scala package, try adding this dsependency to your pom file to put the scala.xml package on your classpath.

<dependency>
    <groupId>org.scala-lang</groupId>
    <artifactId>scala-xml</artifactId>
    <version>2.11.0-M4</version>
</dependency>


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o-3.0.16.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\fusesource\leveldbjni\leveldbjni-all\1.8\leveldbjni-all-1.8.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\external\aopalliance-repackaged\2.6.1\aopalliance-repackaged-2.6.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\external\jakarta.inject\2.6.1\jakarta.inject-2.6.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\hk2-api\2.6.1\hk2-api-2.6.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\hk2-locator\2.6.1\hk2-locator-2.6.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\hk2-utils\2.6.1\hk2-utils-2.6.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\hk2\osgi-resource-locator\1.0.3\osgi-resource-locator-1.0.3.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\containers\jersey-container-servlet-core\2.34\jersey-container-servlet-core-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\containers\jersey-container-servlet\2.34\jersey-container-servlet-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\core\jersey-client\2.34\jersey-client-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\core\jersey-common\2.34\jersey-common-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\core\jersey-server\2.34\jersey-server-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\glassfish\jersey\inject\jersey-hk2\2.34\jersey-hk2-2.34.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\javassist\javassist\3.25.0-GA\javassist-3.25.0-GA.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\jetbrains\annotations\17.0.0\annotations-17.0.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\json4s\json4s-ast_2.12\3.7.0-M11\json4s-ast_2.12-3.7.0-M11.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\json4s\json4s-core_2.12\3.7.0-M11\json4s-core_2.12-3.7.0-M11.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\json4s\json4s-jackson_2.12\3.7.0-M11\json4s-jackson_2.12-3.7.0-M11.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\json4s\json4s-scalap_2.12\3.7.0-M11\json4s-scalap_2.12-3.7.0-M11.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\lz4\lz4-java\1.7.1\lz4-java-1.7.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\objenesis\objenesis\2.5.1\objenesis-2.5.1.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\roaringbitmap\RoaringBitmap\0.9.0\RoaringBitmap-0.9.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\roaringbitmap\shims\0.9.0\shims-0.9.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\rocksdb\rocksdbjni\6.20.3\rocksdbjni-6.20.3.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\modules\scala-parser-combinators_2.12\1.1.2\scala-parser-combinators_2.12-1.1.2.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\modules\scala-xml_2.12\1.2.0\scala-xml_2.12-1.2.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-library\2.12.15\scala-library-2.12.15.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\scala-lang\scala-reflect\2.12.15\scala-reflect-2.12.15.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\jcl-over-slf4j\1.7.30\jcl-over-slf4j-1.7.30.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\jul-to-slf4j\1.7.30\jul-to-slf4j-1.7.30.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\slf4j-api\1.7.30\slf4j-api-1.7.30.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\slf4j\slf4j-log4j12\1.7.30\slf4j-log4j12-1.7.30.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\spark-project\spark\unused\1.0.0\unused-1.0.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\threeten\threeten-extra\1.5.0\threeten-extra-1.5.0.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\tukaani\xz\1.8\xz-1.8.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\org\xerial\snappy\snappy-java\1.1.8.4\snappy-java-1.1.8.4.jar;C:\Users\21279\AppData\Local\Coursier\cache\v1\https\repo1.maven.org\maven2\oro\oro\2.0.8\oro-2.0.8.jar Titanic Using Spark's default log4j profile: org/apache/spark/log4j-defaults.properties 25/06/19 11:13:36 INFO SparkContext: Running Spark version 3.2.0 25/06/19 11:13:37 INFO ResourceUtils: ============================================================== 25/06/19 11:13:37 INFO ResourceUtils: No custom resources configured for spark.driver. 25/06/19 11:13:37 INFO ResourceUtils: ============================================================== 25/06/19 11:13:37 INFO SparkContext: Submitted application: Titanic 25/06/19 11:13:37 INFO ResourceProfile: Default ResourceProfile created, executor resources: Map(cores -> name: cores, amount: 1, script: , vendor: , memory -> name: memory, amount: 1024, script: , vendor: , offHeap -> name: offHeap, amount: 0, script: , vendor: ), task resources: Map(cpus -> name: cpus, amount: 1.0) 25/06/19 11:13:37 INFO ResourceProfile: Limiting resource is cpu 25/06/19 11:13:37 INFO ResourceProfileManager: Added ResourceProfile id: 0 25/06/19 11:13:37 INFO SecurityManager: Changing view acls to: 21279 25/06/19 11:13:37 INFO SecurityManager: Changing modify acls to: 21279 25/06/19 11:13:37 INFO SecurityManager: Changing view acls groups to: 25/06/19 11:13:37 INFO SecurityManager: Changing modify acls groups to: 25/06/19 11:13:37 INFO SecurityManager: SecurityManager: authentication disabled; ui acls disabled; users with view permissions: Set(21279); groups with view permissions: Set(); users with modify permissions: Set(21279); groups with modify permissions: Set() 25/06/19 11:13:38 INFO Utils: Successfully started service 'sparkDriver' on port 58426. 25/06/19 11:13:38 INFO SparkEnv: Registering MapOutputTracker 25/06/19 11:13:38 INFO SparkEnv: Registering BlockManagerMaster 25/06/19 11:13:38 INFO BlockManagerMasterEndpoint: Using org.apache.spark.storage.DefaultTopologyMapper for getting topology information 25/06/19 11:13:38 INFO BlockManagerMasterEndpoint: BlockManagerMasterEndpoint up 25/06/19 11:13:38 INFO SparkEnv: Registering BlockManagerMasterHeartbeat 25/06/19 11:13:39 INFO DiskBlockManager: Created local directory at C:\Users\21279\AppData\Local\Temp\blockmgr-d9717778-5c19-4b54-ba8c-bdc23a2bec0f 25/06/19 11:13:39 INFO MemoryStore: MemoryStore started with capacity 1985.4 MiB 25/06/19 11:13:39 INFO SparkEnv: Registering OutputCommitCoordinator 25/06/19 11:13:39 INFO Utils: Successfully started service 'SparkUI' on port 4040. 25/06/19 11:13:39 INFO SparkUI: Bound SparkUI to 0.0.0.0, and started at http://lxf:4040 25/06/19 11:13:39 INFO Executor: Starting executor ID driver on host lxf 25/06/19 11:13:39 INFO Utils: Successfully started service 'org.apache.spark.network.netty.NettyBlockTransferService' on port 58453. 25/06/19 11:13:39 INFO NettyBlockTransferService: Server created on lxf:58453 25/06/19 11:13:39 INFO BlockManager: Using org.apache.spark.storage.RandomBlockReplicationPolicy for block replication policy 25/06/19 11:13:39 INFO BlockManagerMaster: Registering BlockManager BlockManagerId(driver, lxf, 58453, None) 25/06/19 11:13:39 INFO BlockManagerMasterEndpoint: Registering block manager lxf:58453 with 1985.4 MiB RAM, BlockManagerId(driver, lxf, 58453, None) 25/06/19 11:13:39 INFO BlockManagerMaster: Registered BlockManager BlockManagerId(driver, lxf, 58453, None) 25/06/19 11:13:39 INFO BlockManager: Initialized BlockManager: BlockManagerId(driver, lxf, 58453, None) 25/06/19 11:13:39 WARN SparkContext: Using an existing SparkContext; some configuration may not take effect. 25/06/19 11:13:40 INFO SharedState: Setting hive.metastore.warehouse.dir ('null') to the value of spark.sql.warehouse.dir. 25/06/19 11:13:40 INFO SharedState: Warehouse path is 'file:/D:/workspace/Maven/titanic_demo/spark-warehouse'. 25/06/19 11:13:41 WARN FileSystem: Failed to initialize fileystem hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv: java.io.IOException: Incomplete HDFS URI, no host: hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv 25/06/19 11:13:41 WARN FileStreamSink: Assume no metadata directory. Error while looking for metadata directory in the path: hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv. java.io.IOException: Incomplete HDFS URI, no host: hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:183) at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:3469) at org.apache.hadoop.fs.FileSystem.access$300(FileSystem.java:174) at org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:3574) at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:3521) at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:540) at org.apache.hadoop.fs.Path.getFileSystem(Path.java:365) at org.apache.spark.sql.execution.streaming.FileStreamSink$.hasMetadata(FileStreamSink.scala:53) at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:370) at org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:274) at org.apache.spark.sql.DataFrameReader.$anonfun$load$3(DataFrameReader.scala:245) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:245) at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:188) at Titanic$.main(Titanic.scala:27) at Titanic.main(Titanic.scala) 25/06/19 11:13:41 WARN FileSystem: Failed to initialize fileystem hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv: java.io.IOException: Incomplete HDFS URI, no host: hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv Exception in thread "main" java.io.IOException: Incomplete HDFS URI, no host: hdfs://192.168.42:9000/user/hadoop/titanic/titanic.csv at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:183) at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:3469) at org.apache.hadoop.fs.FileSystem.access$300(FileSystem.java:174) at org.apache.hadoop.fs.FileSystem$Cache.getInternal(FileSystem.java:3574) at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:3521) at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:540) at org.apache.hadoop.fs.Path.getFileSystem(Path.java:365) at org.apache.spark.sql.execution.datasources.DataSource$.$anonfun$checkAndGlobPathIfNecessary$1(DataSource.scala:747) at scala.collection.immutable.List.map(List.scala:293) at org.apache.spark.sql.execution.datasources.DataSource$.checkAndGlobPathIfNecessary(DataSource.scala:745) at org.apache.spark.sql.execution.datasources.DataSource.checkAndGlobPathIfNecessary(DataSource.scala:577) at org.apache.spark.sql.execution.datasources.DataSource.resolveRelation(DataSource.scala:408) at org.apache.spark.sql.DataFrameReader.loadV1Source(DataFrameReader.scala:274) at org.apache.spark.sql.DataFrameReader.$anonfun$load$3(DataFrameReader.scala:245) at scala.Option.getOrElse(Option.scala:189) at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:245) at org.apache.spark.sql.DataFrameReader.load(DataFrameReader.scala:188) at Titanic$.main(Titanic.scala:27) at Titanic.main(Titanic.scala) 25/06/19 11:13:41 INFO SparkContext: Invoking stop() from shutdown hook 25/06/19 11:13:41 INFO SparkUI: Stopped Spark web UI at http://lxf:4040 25/06/19 11:13:41 INFO MapOutputTrackerMasterEndpoint: MapOutputTrackerMasterEndpoint stopped! 25/06/19 11:13:41 INFO MemoryStore: MemoryStore cleared 25/06/19 11:13:41 INFO BlockManager: BlockManager stopped 25/06/19 11:13:41 INFO BlockManagerMaster: BlockManagerMaster stopped 25/06/19 11:13:41 INFO OutputCommitCoordinator$OutputCommitCoordinatorEndpoint: OutputCommitCoordinator stopped! 25/06/19 11:13:41 INFO SparkContext: Successfully stopped SparkContext 25/06/19 11:13:41 INFO ShutdownHookManager: Shutdown hook called 25/06/19 11:13:41 INFO ShutdownHookManager: Deleting directory C:\Users\21279\AppData\Local\Temp\spark-f92de141-507f-4f46-a675-bdf38dd1487f Process finished with exit code 1
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