Spark在Eclipse运行的demo

梦里梦外; 2022-04-11 09:26 189阅读 0赞

刚接触Spark，很多还都不是太懂，查看了别人写的中文API：[Spark中文文档][Spark] 根据里面的参数写了一个最简单的调用，如果maven已配好的话，可以直接运行

<dependency>
    	<groupId>org.apache.spark</groupId>
    	<artifactId>spark-core_2.10</artifactId>
    	<version>1.5.2</version>
    </dependency>
    <dependency>
    	<groupId>org.apache.spark</groupId>
    	<artifactId>spark-sql_2.10</artifactId>
    	<version>1.5.2</version>
    </dependency>
    <dependency>
    	<groupId>org.apache.hadoop</groupId>
    	<artifactId>hadoop-client</artifactId>
    	<version>1.2.0</version>
    </dependency>

下面是最简单的一个demo，是获取某个文本文件下，每行的长度

import java.io.Serializable;
    
    import org.apache.spark.SparkConf;
    import org.apache.spark.api.java.JavaRDD;
    import org.apache.spark.api.java.JavaSparkContext;
    import org.apache.spark.api.java.function.Function;
    import org.apache.spark.api.java.function.VoidFunction;
    
    public class SparkMainTest implements Serializable {
    
    	/**   */
    	private static final long serialVersionUID = 4746372206301124368L;
    
    	public static void main(String[] args) throws Exception {
    		SparkConf conf = new SparkConf().setAppName("WordCounter").setMaster("local");
    
    		String fileName = "C:/Users/dulinan/Desktop/LICENSE.txt";
    
    		JavaSparkContext sc = new JavaSparkContext(conf);
    		
    		JavaRDD<String> lines = sc.textFile(fileName, 1);
    		
    		JavaRDD<Integer> add = lines.map(new Function<String, Integer>() {
    
                private static final long serialVersionUID = 1L;
    
    			@Override
                public Integer call(String v1) throws Exception {
    	            return v1.length();
                }
    		});
    		
    		add.foreach(new VoidFunction<Integer>() {
    			
                private static final long serialVersionUID = 1L;
    
    			@Override
    			public void call(Integer t) throws Exception {
    				System.out.println(t);
    			}
    		});
    		
    		sc.close();
    	}
    
    }

[Spark]: http://www.cnblogs.com/BYRans/p/5292763.html