【Spark】Graphx用例(Java)

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  • Post category:java


下面是通过边构造图的一个简单的例子:

package graphx;

import java.util.ArrayList;
import java.util.List;

import org.apache.spark.SparkConf;
import org.apache.spark.api.java.JavaRDD;
import org.apache.spark.api.java.JavaSparkContext;
import org.apache.spark.graphx.Edge;
import org.apache.spark.graphx.Graph;
import org.apache.spark.storage.StorageLevel;

import scala.reflect.ClassTag;

public class GraphxLearning {

	/**
	 * @param args
	 */
	public static void main(String[] args) {
		// TODO Auto-generated method stub
		
		SparkConf conf = new SparkConf().setAppName("Graphx Learning").setMaster("local");
		JavaSparkContext sc = new JavaSparkContext(conf);
		
		ClassTag<String> stringTag = scala.reflect.ClassTag$.MODULE$.apply(String.class);
				
		List<Edge<String>> edges = new ArrayList<>();
		edges.add(new Edge<String>(1L, 2L, "Friend1"));
		edges.add(new Edge<String>(1L, 4L, "Friend2"));
		edges.add(new Edge<String>(2L, 4L, "Friend3"));
		edges.add(new Edge<String>(3L, 1L, "Friend4"));
		edges.add(new Edge<String>(3L, 4L, "Friend5"));
		
		JavaRDD<Edge<String>> edgesRDD = sc.parallelize(edges);
		
		Graph<String, String> graph = Graph.fromEdges(edgesRDD.rdd(), "", StorageLevel.MEMORY_ONLY(), StorageLevel.MEMORY_ONLY(), stringTag, stringTag);
		
		List<Edge<String>> e = graph.edges().toJavaRDD().collect();
		System.out.println(e);
		
	}

}



参考资料

[1]

API 接口文档


[2]

https://www.programcreek.com/java-api-examples/index.php?api=org.apache.spark.graphx.Graph



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