NoSuchMethodError: org.apache.spark.internal.Logging

Question

我正在尝试运行一个应用程序，它是由kafka提供的星火结构流数据输入组成的。星火版本为2.4.0，scala版本为2.12.7。我用sbt制作了多个胖罐子--我的项目是多模块项目。建造罐子不是问题。当我试图用我的jar做spark-submit时，NoSuchMethodError就出现了。

1. 我从provided中删除了spark-sql-kafka-0-10范围。

val sparkSqlKafka = "org.apache.spark" %% "spark-sql-kafka-0-10" % sparkVersion

1. 在assemblyMergeStrategy中，我在下面添加了一行。

case "META-INF/services/org.apache.spark.sql.sources.DataSourceRegister" => MergeStrategy.concat

这是完整的错误日志。

​

2019-01-08 11:55:12 ERROR ApplicationMaster:91 - User class threw exception: java.util.ServiceConfigurationError: org.apache.spark.sql.sources.DataSourceRegister: Provider org.apache.spark.sql.kafka010.KafkaSourceProvider could not be instantiated
java.util.ServiceConfigurationError: org.apache.spark.sql.sources.DataSourceRegister: Provider org.apache.spark.sql.kafka010.KafkaSourceProvider could not be instantiated
    at java.util.ServiceLoader.fail(ServiceLoader.java:232)
    at java.util.ServiceLoader.access$100(ServiceLoader.java:185)
    at java.util.ServiceLoader$LazyIterator.nextService(ServiceLoader.java:384)
    at java.util.ServiceLoader$LazyIterator.next(ServiceLoader.java:404)
    at java.util.ServiceLoader$1.next(ServiceLoader.java:480)
    at scala.collection.convert.Wrappers$JIteratorWrapper.next(Wrappers.scala:43)
    at scala.collection.Iterator$class.foreach(Iterator.scala:891)
    at scala.collection.AbstractIterator.foreach(Iterator.scala:1334)
    at scala.collection.IterableLike$class.foreach(IterableLike.scala:72)
    at scala.collection.AbstractIterable.foreach(Iterable.scala:54)
    at scala.collection.TraversableLike$class.filterImpl(TraversableLike.scala:247)
    at scala.collection.TraversableLike$class.filter(TraversableLike.scala:259)
    at scala.collection.AbstractTraversable.filter(Traversable.scala:104)
    at org.apache.spark.sql.execution.datasources.DataSource$.lookupDataSource(DataSource.scala:630)
    at org.apache.spark.sql.streaming.DataStreamReader.load(DataStreamReader.scala:161)
    at ThisIsMyClass$.main(ThisIsMyClass.scala:28)
    at ThisIsMyClass.main(ThisIsMyClass.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:497)
    at org.apache.spark.deploy.yarn.ApplicationMaster$$anon$2.run(ApplicationMaster.scala:678)
Caused by: java.lang.NoSuchMethodError: org.apache.spark.internal.Logging.$init$(Lorg/apache/spark/internal/Logging;)V
    at org.apache.spark.sql.kafka010.KafkaSourceProvider.<init>(KafkaSourceProvider.scala:44)
    at sun.reflect.NativeConstructorAccessorImpl.newInstance0(Native Method)
    at sun.reflect.NativeConstructorAccessorImpl.newInstance(NativeConstructorAccessorImpl.java:62)
    at sun.reflect.DelegatingConstructorAccessorImpl.newInstance(DelegatingConstructorAccessorImpl.java:45)
    at java.lang.reflect.Constructor.newInstance(Constructor.java:422)
    at java.lang.Class.newInstance(Class.java:442)
    at java.util.ServiceLoader$LazyIterator.nextService(ServiceLoader.java:380)
    ... 19 more

​

编辑1。

下面是整个依赖关系。

​

val sparkVersion = "2.4.0"
val typesafeConfigVersion = "1.3.3"
val scalaTestVersion = "3.0.5"
val junitVersion = "4.12"
val sparkCore = "org.apache.spark" %% "spark-core" % sparkVersion % "provided"
val sparkSql = "org.apache.spark" %% "spark-sql" % sparkVersion % "provided"
val sparkMllib = "org.apache.spark" %% "spark-mllib" % sparkVersion % "provided"
val typesafeConfig = "com.typesafe" % "config" % typesafeConfigVersion
val scalaTest = "org.scalatest" %% "scalatest" % scalaTestVersion % Test
val junit = "junit" % "junit" % "4.12" % Test
val logback = "ch.qos.logback" % "logback-classic" % "1.2.3"
val scalaLogging = "com.typesafe.scala-logging" %% "scala-logging" % "3.9.0"
val sparkStreaming = "org.apache.spark" %% "spark-streaming" % sparkVersion % "provided"
val sparkSqlKafka = "org.apache.spark" %% "spark-sql-kafka-0-10" % sparkVersion

​

编辑2。

我在我的slf4j-api中发现了一些依赖版本问题。

因此，我已经将构建配置更改为只使用一个版本的slf4j-api版本与spark-core依赖项匹配。并排除其他slf4j-api。

仍然是同样的错误。:(

编辑3。

我在我的--packages org.apache.spark:spark-sql-kafka-0-10_2.12:2.4.0脚本中添加了spark-submit。

仍然是同样的错误。

Answer 1

问题解决了。

当我打开spark-shell时，我发现spark版本是2.4.0，scala版本是2.11。

我在build.sbt中的scala版本是2.12。

Scala版本是关键！

谢谢你们所有人。

Answer 2

请更新您的依赖项。

    <dependency>
        <groupId>org.apache.logging.log4j</groupId>
        <artifactId>log4j-api</artifactId>
        <version>2.7</version>
    </dependency>
    <dependency>
        <groupId>org.apache.logging.log4j</groupId>
        <artifactId>log4j-core</artifactId>
        <version>2.7</version>
    </dependency>