线程“main”java.lang.noclassdeffounderror中出现异常：org/apache/spark/internal/logging

wixjitnu  于 2021-05-29  发布在  Hadoop
关注(0)|答案(2)|浏览(527)

我的spark消费程序因“记录”错误而失败。我在浏览时发现错误是由于jar不兼容造成的。我使用的是spark1.6.3，所有依赖项都用在pom中，xml是1.6.3。但我还是犯了同样的错误。下面是我的maven结构和执行时抛出的错误。

Exception in thread "main" java.lang.NoClassDefFoundError: org/apache/spark/internal/Logging
    at java.lang.ClassLoader.defineClass1(Native Method)
    at java.lang.ClassLoader.defineClass(ClassLoader.java:763)
    at java.security.SecureClassLoader.defineClass(SecureClassLoader.java:142)
    at java.net.URLClassLoader.defineClass(URLClassLoader.java:467)
    at java.net.URLClassLoader.access$100(URLClassLoader.java:73)
    at java.net.URLClassLoader$1.run(URLClassLoader.java:368)
    at java.net.URLClassLoader$1.run(URLClassLoader.java:362)
    at java.security.AccessController.doPrivileged(Native Method)
    at java.net.URLClassLoader.findClass(URLClassLoader.java:361)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:357)
    at org.apache.spark.streaming.kafka.KafkaUtils$.createStream(KafkaUtils.scala:91)
    at org.apache.spark.streaming.kafka.KafkaUtils$.createStream(KafkaUtils.scala:66)
    at org.apache.spark.streaming.kafka.KafkaUtils$.createStream(KafkaUtils.scala:130)
    at org.apache.spark.streaming.kafka.KafkaUtils.createStream(KafkaUtils.scala)
    at datapipeline.SparkConsumer.main(SparkConsumer.java:60)
Caused by: java.lang.ClassNotFoundException: org.apache.spark.internal.Logging
    at java.net.URLClassLoader.findClass(URLClassLoader.java:381)
    at java.lang.ClassLoader.loadClass(ClassLoader.java:424)
    at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:331)

我的pom.xml：

<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.iot.app.kafka</groupId>
    <artifactId>iotanalytics</artifactId>
    <!-- <packaging>jar</packaging> -->
    <version>1.0.0</version>
    <name>IoT Kafka Producer</name>

    <dependencies>
        <dependency>
            <groupId>org.apache.kafka</groupId>
            <artifactId>kafka-clients</artifactId>
            <version>0.10.0.0</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-network-common_2.10 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-network-common_2.10</artifactId>
            <version>1.6.3</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-streaming-kafka-0-10_2.11 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-streaming-kafka-0-10_2.11</artifactId>
            <version>2.0.0</version>
        </dependency>

        <dependency>
            <groupId>org.apache.avro</groupId>
            <artifactId>avro</artifactId>
            <version>1.8.0</version>
        </dependency>

        <dependency>
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-databind</artifactId>
            <version>2.8.2</version>
        </dependency>

         <dependency> 
         <groupId>com.fasterxml.jackson.module</groupId>
        <artifactId>jackson-module-scala_2.10</artifactId> 
        <version>2.8.2</version>
         </dependency>

        <dependency>
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-annotations</artifactId>
            <version>2.8.2</version>
        </dependency>

        <dependency>
            <groupId>com.fasterxml.jackson.core</groupId>
            <artifactId>jackson-core</artifactId>
            <version>2.8.2</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/javax.json/javax.json-api -->
        <dependency>
            <groupId>javax.json</groupId>
            <artifactId>javax.json-api</artifactId>
            <version>1.1</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-streaming_2.11 -->

        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-streaming_2.11</artifactId>
            <version>1.6.3</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.glassfish</groupId>
            <artifactId>javax.json</artifactId>
            <version>1.0.4</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-client -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>2.2.0</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-core_2.11 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-core_2.11</artifactId>
            <version>1.6.3</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>org.spark-project.spark</groupId>
            <artifactId>unused</artifactId>
            <version>1.0.0</version>
            <scope>provided</scope>
        </dependency>

        <dependency>
            <groupId>log4j</groupId>
            <artifactId>log4j</artifactId>
            <version>1.2.17</version>
        </dependency>

        <!-- <dependency> <groupId>org.scala-lang</groupId> <artifactId>scala-library</artifactId> 
            <version>2.11.8</version> </dependency> -->

        <!-- https://mvnrepository.com/artifact/org.scala-lang/scala-library -->
        <dependency>
            <groupId>org.scala-lang</groupId>
            <artifactId>scala-library</artifactId>
            <version>2.11.9</version>
        </dependency>

        <dependency>
            <groupId>com.typesafe.akka</groupId>
            <artifactId>akka-actor_2.11</artifactId>
            <version>2.3.11</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-streaming-kafka-0-8-assembly_2.11 -->
<dependency>
    <groupId>org.apache.spark</groupId>
    <artifactId>spark-streaming-kafka-0-8-assembly_2.11</artifactId>
    <version>2.0.0</version>
</dependency>

        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-sql_2.10</artifactId>
            <version>1.6.3</version>
        </dependency>

        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
            <version>4.4</version>
            <scope>test</scope>
        </dependency>

    </dependencies>

    <properties>
        <maven.compiler.source>1.8</maven.compiler.source>
        <maven.compiler.target>1.8</maven.compiler.target>

    </properties>

</project>
Javahadoopapache-kafkaspark-streamingapache-spark-1.6

2条答案

按热度按时间
5ssjco0h

5ssjco0h1#

班级 org.apache.spark.Logging 在spark版本1.5.2或更低版本中提供，而在更高版本中不提供。
尝试将spark版本降级到1.5.2

<!-- https://mvnrepository.com/artifact/org.apache.spark/spark-core_2.11 -->
<dependency>
    <groupId>org.apache.spark</groupId>
    <artifactId>spark-core_2.11</artifactId>
    <version>1.5.2</version>
    <scope>provided</scope>
</dependency>
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kqlmhetl

kqlmhetl2#

有jar目前的较低版本的Spark，我以前建立。那些没有被冲掉。我删除了旧版本的jar并检查了pom.xml，确保所有依赖项都有相同的版本并构建了项目。程序运行成功。这是我的pom.xml

<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
    xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>
    <groupId>com.iot.app.kafka</groupId>
    <artifactId>DeviceStreaming</artifactId>
    <packaging>jar</packaging>
    <version>1.0.0</version>
    <name>DeviceStreaming</name>

    <dependencies>

        <dependency>
            <groupId>org.apache.kafka</groupId>
            <artifactId>kafka-clients</artifactId>
            <version>0.9.0.0</version>
        </dependency>

        <!-- <dependency> <groupId>org.apache.spark</groupId> <artifactId>spark-network-common_2.11</artifactId> 
            <version>2.1.0</version> </dependency> -->

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-network-common_2.11 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-network-common_2.11</artifactId>
            <version>1.6.3</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-streaming-kafka_2.11 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-streaming-kafka_2.11</artifactId>
            <version>1.6.3</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-streaming_2.11 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-streaming_2.11</artifactId>
            <version>1.6.3</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.spark/spark-sql_2.10 -->
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-sql_2.11</artifactId>
            <version>1.6.3</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.glassfish/javax.json -->
        <dependency>
             <groupId>org.glassfish</groupId>
             <artifactId>javax.json</artifactId>
             <version>1.0.4</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-client -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-client</artifactId>
            <version>2.2.0</version>
        </dependency>

        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-core_2.11</artifactId>
            <version>1.6.3</version>
        </dependency>

        <dependency>
            <groupId>org.spark-project.spark</groupId>
            <artifactId>unused</artifactId>
            <version>1.0.0</version>
            <scope>provided</scope>
        </dependency>

        <!-- https://mvnrepository.com/artifact/javax.json/javax.json-api -->
        <dependency>
            <groupId>javax.json</groupId>
            <artifactId>javax.json-api</artifactId>
            <version>1.1</version>
        </dependency>

        <dependency>
            <groupId>log4j</groupId>
            <artifactId>log4j</artifactId>
            <version>1.2.17</version>
        </dependency>
        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
            <version>4.12</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/com.google.guava/guava -->
        <dependency>
            <groupId>com.google.guava</groupId>
            <artifactId>guava</artifactId>
            <version>14.0.1</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.onosproject/onos-api -->
        <dependency>
            <groupId>org.onosproject</groupId>
            <artifactId>onos-api</artifactId>
            <version>1.6.0</version>
        </dependency>

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

        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-streaming-kafka-0-8-assembly_2.11</artifactId>
            <version>2.0.0</version>
        </dependency>

        <dependency>
             <groupId>org.apache.avro</groupId>
             <artifactId>avro</artifactId>
             <version>1.8.0</version>
        </dependency>

        <dependency>
            <groupId>com.twitter</groupId>
            <artifactId>bijection-avro_2.10</artifactId>
            <version>0.9.2</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/com.googlecode.json-simple/json-simple -->
<dependency>
    <groupId>com.googlecode.json-simple</groupId>
    <artifactId>json-simple</artifactId>
    <version>1.1</version>
</dependency>

    </dependencies>

    <properties>
        <maven.compiler.source>1.8</maven.compiler.source>
        <maven.compiler.target>1.8</maven.compiler.target>

    </properties>

</project>
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