5

Spring-Data-Hadoopはまだリリースされていないため、clouderaで使用するための実行中の構成例を見つけるのは困難です。

Spring-Data-HadoopをCDH4(Hadoop 2.0.0-cdh4.1.3)と一緒に実行するために選択する必要がある依存関係はどれですか?

別のアプリを選択することで、私はこの例外を取得しました:

  1. NullPointer

    Exception in thread "SimpleAsyncTaskExecutor-1" java.lang.ExceptionInInitializerError
        at org.springframework.data.hadoop.mapreduce.JobExecutor$2.run(JobExecutor.java:183)
        at java.lang.Thread.run(Thread.java:722)
        Caused by: java.lang.NullPointerException
        at org.springframework.util.ReflectionUtils.makeAccessible(ReflectionUtils.java:405)
        at org.springframework.data.hadoop.mapreduce.JobUtils.<clinit>(JobUtils.java:123)
        ... 2 more
    
  2. バージョンミスマッチ7から4

    Caused by: org.apache.hadoop.ipc.RemoteException: Server IPC version 7 cannot communicate with client version 4
        at org.apache.hadoop.ipc.Client.call(Client.java:1070)
        at org.apache.hadoop.ipc.RPC$Invoker.invoke(RPC.java:225)
        at $Proxy1.getProtocolVersion(Unknown Source)
        at org.apache.hadoop.ipc.RPC.getProxy(RPC.java:396)
        at org.apache.hadoop.ipc.RPC.getProxy(RPC.java:379)
        at org.apache.hadoop.hdfs.DFSClient.createRPCNamenode(DFSClient.java:119)
        at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:238)
        at org.apache.hadoop.hdfs.DFSClient.<init>(DFSClient.java:203)
        at org.apache.hadoop.hdfs.DistributedFileSystem.initialize(DistributedFileSystem.java:89)
        at org.apache.hadoop.fs.FileSystem.createFileSystem(FileSystem.java:1386)
        at org.apache.hadoop.fs.FileSystem.access$200(FileSystem.java:66)
        at org.apache.hadoop.fs.FileSystem$Cache.get(FileSystem.java:1404)
        at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:254)
        at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:123)
        at org.apache.hadoop.fs.FileSystem.get(FileSystem.java:238)
        at org.apache.hadoop.fs.Path.getFileSystem(Path.java:187)
        at org.apache.hadoop.mapreduce.lib.input.FileInputFormat.addInputPath(FileInputFormat.java:372)
        at org.springframework.data.hadoop.mapreduce.JobFactoryBean.afterPropertiesSet(JobFactoryBean.java:208)
        at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.invokeInitMethods(AbstractAutowireCapableBeanFactory.java:1545)
        at org.springframework.beans.factory.support.AbstractAutowireCapableBeanFactory.initializeBean(AbstractAutowireCapableBeanFactory.java:1483)
    ... 12 more
    
4

2 に答える 2

6

これは、それを構成する方法の例です。

Mavenのセットアップ:

ノート:

  • (最適)spring-data-hadoopからhadoop-streamingとhadoop-toolsを除外します
  • ジェネリックバージョン2.0.0-cdhX.XXでhadoop-commonとhadoop-hdfsを追加します
  • mr1バージョンでhadoop-toolsとhadoop-streamingを追加します:2.0.0-mr1-cdhX.XX
  • Spring Data Hadoopは、現在MR1のみをサポートしています。したがって、他の依存関係にMR2を含めないようにしてください。mvn dependency:treeこれを!でチェックしてください

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.example</groupId>
    <artifactId>com.example.main</artifactId>
    <version>0.0.1-SNAPSHOT</version>
    <packaging>jar</packaging>

    <properties>
        <java-version>1.7</java-version>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <spring.version>3.2.0.RELEASE</spring.version>
        <spring.hadoop.version>1.0.0.BUILD-SNAPSHOT</spring.hadoop.version>
        <hadoop.version.generic>2.0.0-cdh4.1.3</hadoop.version.generic>
        <hadoop.version.mr1>2.0.0-mr1-cdh4.1.3</hadoop.version.mr1>
    </properties>

    <dependencies>

        <dependency>
            <groupId>org.springframework</groupId>
            <artifactId>spring-core</artifactId>
            <version>${spring.version}</version>
            <exclusions>
                <exclusion>
                    <groupId>commons-logging</groupId>
                    <artifactId>commons-logging</artifactId>
                </exclusion>
            </exclusions>
        </dependency>

        <dependency>
            <groupId>org.springframework</groupId>
            <artifactId>spring-context</artifactId>
            <version>${spring.version}</version>
        </dependency>


        <dependency>
            <groupId>org.springframework.data</groupId>
            <artifactId>spring-data-hadoop</artifactId>
            <version>${spring.hadoop.version}</version>

            <exclusions>
                <!-- Excluded the Hadoop dependencies to be sure that they are not mixed 
                    with them provided by cloudera. -->
                <exclusion>
                    <artifactId>hadoop-streaming</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
                <exclusion>
                    <artifactId>hadoop-tools</artifactId>
                    <groupId>org.apache.hadoop</groupId>
                </exclusion>
            </exclusions>

        </dependency>

        <!-- Hadoop Cloudera Dependencies -->
        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-common</artifactId>
            <version>${hadoop.version.generic}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-hdfs</artifactId>
            <version>${hadoop.version.generic}</version>
        </dependency>

        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-tools</artifactId>
            <version>2.0.0-mr1-cdh4.1.3</version>
        </dependency>

        <dependency>
            <groupId>org.apache.hadoop</groupId>
            <artifactId>hadoop-streaming</artifactId>
            <version>2.0.0-mr1-cdh4.1.3</version>
        </dependency>

    </dependencies>

    <build>
        <plugins>

            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <configuration>
                    <source>${java-version}</source>
                    <target>${java-version}</target>
                </configuration>
            </plugin>

        </plugins>
    </build>

    <repositories>
        <repository>
            <id>spring-milestones</id>
            <url>http://repo.springsource.org/libs-milestone</url>
            <snapshots>
                <enabled>false</enabled>
            </snapshots>
        </repository>

        <repository>
            <id>cloudera</id>
            <url>https://repository.cloudera.com/artifactory/cloudera-repos/</url>
            <snapshots>
                <enabled>false</enabled>
            </snapshots>
        </repository>

        <repository>
            <id>spring-snapshot</id>
            <name>Spring Maven SNAPSHOT Repository</name>
            <url>http://repo.springframework.org/snapshot</url>
        </repository>
    </repositories>
</project>

Spring Setup(applicationContext.xml):

fs.default.nameをnamenodeドメインに置き換えます

<?xml version="1.0" encoding="UTF-8"?>
<beans xmlns="http://www.springframework.org/schema/beans"
    xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" 
    xmlns:hdp="http://www.springframework.org/schema/hadoop"
    xsi:schemaLocation="
                    http://www.springframework.org/schema/beans http://www.springframework.org/schema/beans/spring-beans.xsd
                    http://www.springframework.org/schema/hadoop http://www.springframework.org/schema/hadoop/spring-hadoop.xsd
                    http://www.springframework.org/schema/context/spring-context.xsd http://www.springframework.org/schema/integration
                    http://www.springframework.org/schema/context http://www.springframework.org/schema/context/spring-context-3.1.xsd">

    <hdp:configuration id="hadoopConfiguration">
        fs.default.name=hdfs://example.com:8020
    </hdp:configuration>

    <hdp:job id="wordCountJob" 
        mapper="com.example.WordMapper"
        reducer="com.example.WordReducer" 
        input-path="/user/christian/input/test"
        output-path="/user/christian/output2" />

    <hdp:job-runner job-ref="wordCountJob" run-at-startup="true"
        wait-for-completion="true" />

これにより、クラスターにアクセスできるようになります。

いくつかの参考文献:

于 2013-02-12T16:18:47.683 に答える