java.lang.NoClassDefFoundError: scala/xml/MetaData

本文介绍了一个Spark程序在IDE中启动时遇到的NoClassDefFoundError异常问题,并给出了详细的错误堆栈跟踪信息。通过分析发现,缺少了scala.xml.MetaData类,最终通过在pom文件中加入scala-xml依赖成功解决了该问题。

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我在ide里面运行一个spark的程序,代码如下:

import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaSparkContext;

public class testSpark {
    public static void main(String[] args) {
        SparkConf conf = new SparkConf().setAppName("Testing").setMaster("local");
        JavaSparkContext sc = new JavaSparkContext(conf);

        System.out.println(sc.appName());
    }
}

但是当我运行的时候报错了:
Exception in thread "main" java.lang.NoClassDefFoundError: scala/xml/MetaData 
	at org.apache.spark.ui.jobs.JobsTab.(JobsTab.scala:30) 
	at org.apache.spark.ui.SparkUI.initialize(SparkUI.scala:50) 
	at org.apache.spark.ui.SparkUI.(SparkUI.scala:61) 
	at iScope.testSpark.main(testSpark.java:9)
Caused by: java.lang.ClassNotFoundException: scala.xml.MetaData 
	at java.net.URLClassLoader.findClass(Unknown Source) 
	at java.lang.ClassLoader.loadClass(Unknown Source)
我的pom文件:

<dependency>
	<groupId>org.apache.spark</groupId>
	<artifactId>spark-core_2.11</artifactId>
	<version>1.2.1</version>
</dependency>
<dependency>
	<groupId>com.google.guava</groupId>
	<artifactId>guava</artifactId>
	<version>18.0</version>
</dependency>
<dependency>
	<groupId>org.apache.spark</groupId>
	<artifactId>spark-mllib_2.11</artifactId>
	<version>1.2.1</version>
</dependency>

解决办法是在pom文件中引入scala.xml的jar包:

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

原文地址: https://stackoverflow.com/questions/30049797/noclassdeffound-scala-xml-metadata

2025-06-18 17:18:39,870 ERROR [d060e22e-cda6-4077-a0a4-e57fe3c83ce4 main] spark.SparkTask: Failed to execute spark task, with exception 'org.apache.hadoop.hive.ql.metadata.HiveException(Failed to create Spark client for Spark session a3c4d743-e03a-4a74-bf14-1a02b609f7b3)' org.apache.hadoop.hive.ql.metadata.HiveException: Failed to create Spark client for Spark session a3c4d743-e03a-4a74-bf14-1a02b609f7b3 at org.apache.hadoop.hive.ql.exec.spark.session.SparkSessionImpl.getHiveException(SparkSessionImpl.java:221) at org.apache.hadoop.hive.ql.exec.spark.session.SparkSessionImpl.open(SparkSessionImpl.java:92) at org.apache.hadoop.hive.ql.exec.spark.session.SparkSessionManagerImpl.getSession(SparkSessionManagerImpl.java:115) at org.apache.hadoop.hive.ql.exec.spark.SparkUtilities.getSparkSession(SparkUtilities.java:136) at org.apache.hadoop.hive.ql.exec.spark.SparkTask.execute(SparkTask.java:115) at org.apache.hadoop.hive.ql.exec.Task.executeTask(Task.java:205) at org.apache.hadoop.hive.ql.exec.TaskRunner.runSequential(TaskRunner.java:97) at org.apache.hadoop.hive.ql.Driver.launchTask(Driver.java:2664) at org.apache.hadoop.hive.ql.Driver.execute(Driver.java:2335) at org.apache.hadoop.hive.ql.Driver.runInternal(Driver.java:2011) at org.apache.hadoop.hive.ql.Driver.run(Driver.java:1709) at org.apache.hadoop.hive.ql.Driver.run(Driver.java:1703) at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:157) at org.apache.hadoop.hive.ql.reexec.ReExecDriver.run(ReExecDriver.java:218) at org.apache.hadoop.hive.cli.CliDriver.processLocalCmd(CliDriver.java:239) at org.apache.hadoop.hive.cli.CliDriver.processCmd(CliDriver.java:188) at org.apache.hadoop.hive.cli.CliDriver.processLine(CliDriver.java:402) at org.apache.hadoop.hive.cli.CliDriver.executeDriver(CliDriver.java:821) at org.apache.hadoop.hive.cli.CliDriver.run(CliDriver.java:759) at org.apache.hadoop.hive.cli.CliDriver.main(CliDriver.java:683) 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 org.apache.hadoop.util.RunJar.run(RunJar.java:318) at org.apache.hadoop.util.RunJar.main(RunJar.java:232) Caused by: java.lang.NoClassDefFoundError: org/apache/spark/SparkConf at org.apache.hadoop.hive.ql.exec.spark.HiveSparkClientFactory.generateSparkConf(HiveSparkClientFactory.java:263) at org.apache.hadoop.hive.ql.exec.spark.RemoteHiveSparkClient.<init>(RemoteHiveSparkClient.java:98) at org.apache.hadoop.hive.ql.exec.spark.HiveSparkClientFactory.createHiveSparkClient(HiveSparkClientFactory.java:76) at org.apache.hadoop.hive.ql.exec.spark.session.SparkSessionImpl.open(SparkSessionImpl.java:87) ... 24 more Caused by: java.lang.ClassNotFoundException: org.apache.spark.SparkConf at java.net.URLClassLoader.findClass(URLClassLoader.java:387) at java.lang.ClassLoader.loadClass(ClassLoader.java:418) at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:359) at java.lang.ClassLoader.loadClass(ClassLoader.java:351) ... 28 more
06-20
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