- 新建Scala Project
- 右键项目 -> Configure -> convert to Maven project
- 修改POM (scala.version 要与Spark的编译Scala版本一致。不然又兼容性问题)
- JDK的版本也要和Server上的JDK版本一致。
- mvn clean package 默认不会编译scala代码,可以去target/class目录下,需要添加maven-scala-plugin
- mvn clean package ==> 打包
- spark-submit --class spark.example.SparkDemo xxxxxx.jar
-
package spark.example import org.apache.spark.SparkConf import org.apache.spark.SparkContext object SparkDemo { def main(args: Array[String]): Unit = { if (args.length < 2) { System.err.println("Usage: SparkDemo <master> <input>") System.exit(1) } val Array(master, input) = args val sparkConf = new SparkConf().setMaster(master).setAppName("SparkDemo") val sparkContext = new SparkContext(sparkConf) val rdd = sparkContext.textFile(input) println(rdd.count()) sparkContext.stop() } }
<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.harry</groupId>
<artifactId>hello-spark-scala</artifactId>
<version>0.0.1-SNAPSHOT</version>
<properties>
<!-- <scala.version>2.10.5</scala.version> -->
<scala.version>2.11.7</scala.version>
</properties>
<dependencies>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-library</artifactId>
<version>${scala.version}</version>
<scope>compile</scope>
</dependency>
<dependency>
<groupId>org.scala-lang</groupId>
<artifactId>scala-compiler</artifactId>
<version>${scala.version}</version>
<scope>compile</scope>
</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>1.6.0</version>
</dependency>
</dependencies>
<build>
<!-- <resources> <resource> <directory>${basedir}/src/main/scala</directory>
</resource> <resource> <directory>${basedir}/src/main/java</directory> </resource>
</resources> -->
<plugins>
<plugin>
<groupId>org.scala-tools</groupId>
<artifactId>maven-scala-plugin</artifactId>
<version>2.15.2</version>
<executions>
<execution>
<goals>
<goal>compile</goal>
<goal>testCompile</goal>
</goals>
</execution>
</executions>
</plugin>
<plugin>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.5.1</version>
<configuration>
<source>1.7</source>
<target>1.7</target>
</configuration>
</plugin>
</plugins>
</build>
</project>
注意:
- Exception in thread "main" Java.lang.NoSuchMethodError: scala.collection.immutable.HashSet$.empty()Lscala/collection/immutable/HashSet;
- Scala的版本不兼容(code编译的版本与Spark编译的scala版本不兼容)
- 执行spark-shell ==> 可以看到spark的scala版本
- Unsupported major.minor version 52.0
- JDK版本不兼容