scala spark版本不匹配

时间:2017-01-09 20:27:12

标签: scala apache-spark intellij-idea maven-3

我在scala中运行字数统计程序时遇到异常。

Exception in thread "main" java.lang.NoSuchMethodError: scala.Predef$.refArrayOps([Ljava/lang/Object;)Lscala/collection/mutable/ArrayOps;
    at org.apache.spark.util.Utils$.getCallSite(Utils.scala:1406)
谷歌搜索解决方案我可以理解当火花和斯卡拉之间存在不匹配时会发生这种情况。我的pam dependdeny是

   <?xml version="1.0" encoding="UTF-8"?>
<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>Test</groupId>
    <artifactId>Test</artifactId>
    <version>1.0-SNAPSHOT</version>

    <dependencies>
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-core_2.11</artifactId>
            <version>2.1.0</version>
        </dependency>

    </dependencies>

</project>

和项目设置中的scala版本scala-sdk-2.11.8

不确定这里有什么问题。我在使用不同版本组合的maven资源库中花了相当多的时间。

从我的本地spark安装我通过运行命令scala.util.Properties.versionString找出了正确的scala版本

我为项目选择了相同的scala sdk。但没有运气。

非常感谢您的帮助。

2 个答案:

答案 0 :(得分:0)

以下是一个工作的pom.xml,用于为spark应用程序创建超级jar。通过替换组和工件ID来使用它。

运行mvn clean package可以构建超级(单个)jar文件。

<?xml version="1.0" encoding="UTF-8"?>
<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.aravind.spark</groupId>
    <artifactId>wordcount</artifactId>
    <version>1.0.0-SNAPSHOT</version>
    <name>${project.artifactId} ${project.version}</name>

    <properties>
        <maven.compiler.source>1.8</maven.compiler.source>
        <maven.compiler.target>1.8</maven.compiler.target>
        <encoding>UTF-8</encoding>
        <spark.core.version>2.0.2</spark.core.version>
        <spark.sql.version>2.0.2</spark.sql.version>
        <scala.tools.version>2.11</scala.tools.version>
        <scala.version>2.11.8</scala.version>
    </properties>

    <dependencies>
        <dependency>
            <groupId>org.scala-lang</groupId>
            <artifactId>scala-library</artifactId>
            <version>${scala.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-core_2.11</artifactId>
            <version>${spark.core.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.spark</groupId>
            <artifactId>spark-sql_2.11</artifactId>
            <version>${spark.sql.version}</version>
            <scope>provided</scope>
        </dependency>
    </dependencies>

    <build>
        <sourceDirectory>src/main/scala</sourceDirectory>
        <testSourceDirectory>src/test/scala</testSourceDirectory>
        <pluginManagement>
            <plugins>
                <plugin>
                    <!-- see http://davidb.github.com/scala-maven-plugin -->
                    <groupId>net.alchim31.maven</groupId>
                    <artifactId>scala-maven-plugin</artifactId>
                    <version>3.2.1</version>
                    <executions>
                        <execution>
                            <goals>
                                <goal>compile</goal>
                                <goal>testCompile</goal>
                            </goals>
                            <configuration>
                                <args>
                                    <arg>-dependencyfile</arg>
                                    <arg>${project.build.directory}/.scala_dependencies</arg>
                                </args>
                            </configuration>
                        </execution>
                    </executions>
                </plugin>
                <plugin>
                    <groupId>org.apache.maven.plugins</groupId>
                    <artifactId>maven-surefire-plugin</artifactId>
                    <version>2.19.1</version>
                    <configuration>
                        <useFile>false</useFile>
                        <disableXmlReport>true</disableXmlReport>
                        <!-- If you have classpath issue like NoDefClassError,... -->
                        <!-- useManifestOnlyJar>false</useManifestOnlyJar -->
                        <includes>
                            <include>**/*Test.*</include>
                            <include>**/*Suite.*</include>
                        </includes>
                    </configuration>
                </plugin>
                <plugin>
                    <artifactId>maven-assembly-plugin</artifactId>
                    <version>2.4.1</version>
                    <configuration>
                        <descriptorRefs>
                            <descriptorRef>jar-with-dependencies</descriptorRef>
                        </descriptorRefs>
                    </configuration>
                    <executions>
                        <execution>
                            <id>make-assembly</id>
                            <phase>package</phase>
                            <goals>
                                <goal>single</goal>
                            </goals>
                        </execution>
                    </executions>
                </plugin>
                <plugin>
                    <artifactId>maven-compiler-plugin</artifactId>
                    <configuration>
                        <source>${maven.compiler.source}</source>
                        <target>${maven.compiler.target}</target>
                    </configuration>
                </plugin>
            </plugins>
        </pluginManagement>

        <plugins>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-surefire-plugin</artifactId>
            </plugin>
            <plugin>
                <groupId>net.alchim31.maven</groupId>
                <artifactId>scala-maven-plugin</artifactId>
            </plugin>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-shade-plugin</artifactId>
                <version>2.4.3</version>
                <executions>
                    <execution>
                        <phase>package</phase>
                        <goals>
                            <goal>shade</goal>
                        </goals>
                        <configuration>
                            <transformers>
                                <!--transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                    <mainClass>your main job pipeline class</mainClass>
                                </transformer-->
                            </transformers>
                            <createDependencyReducedPom>false</createDependencyReducedPom>
                            <finalName>${project.artifactId}-${project.version}</finalName>
                            <artifactSet>
                                <excludes>
                                    <exclude>org.scala-lang:scala-library</exclude>
                                    <exclude>org.apache.spark:spark-core_2.10</exclude>
                                    <exclude>log4j:log4j</exclude>
                                    <exclude>org.slf4j:slf4j-api</exclude>
                                    <exclude>ml-apis:xml-apis</exclude>
                                    <exclude>org.apache.httpcomponents:httpclient</exclude>
                                    <exclude>org.apache.httpcomponents:httpcore</exclude>
                                    <exclude>commons-codec:commons-codec</exclude>
                                    <exclude>org.apache.ant:ant</exclude>
                                    <exclude>org.apache.ant:ant-junit</exclude>
                                    <exclude>org.codehaus.jettison</exclude>
                                    <exclude>stax:stax-api</exclude>
                                    <exclude>commons-configuration:commons-configuration</exclude>
                                    <exclude>commons-digester:commons-digester</exclude>
                                    <exclude>commons-beanutils:*</exclude>
                                    <exclude>com.google.code.findbugs:jsr305</exclude>
                                </excludes>
                            </artifactSet>
                            <filters>
                                <filter>
                                    <artifact>*:*</artifact>
                                    <excludes>
                                        <exclude>META-INF/*.SF</exclude>
                                        <exclude>META-INF/*.DSA</exclude>
                                        <exclude>META-INF/*.RSA</exclude>
                                    </excludes>
                                </filter>
                            </filters>
                        </configuration>
                    </execution>
                </executions>
            </plugin>
        </plugins>
    </build>

</project>

答案 1 :(得分:0)

我的整个体验都在Microsoft堆栈上。我刚开始探索Java技术。如果我在问题中问了一些错误,那么标记问题的人会通过提供解释为什么它被标记下来帮助我和社区..

我通过添加项目结构中的引用&gt;使我的项目工作的任何方法;模块&gt;依赖

screen shot

这解决了这个问题。谢谢所有试图帮助我的人。