org.apache.flink.graph.example.SingleSourceShortestPaths Maven / Gradle / Ivy
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* Licensed to the Apache Software Foundation (ASF) under one
* or more contributor license agreements. See the NOTICE file
* distributed with this work for additional information
* regarding copyright ownership. The ASF licenses this file
* to you under the Apache License, Version 2.0 (the
* "License"); you may not use this file except in compliance
* with the License. You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
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* See the License for the specific language governing permissions and
* limitations under the License.
*/
package org.apache.flink.graph.example;
import org.apache.flink.api.common.ProgramDescription;
import org.apache.flink.api.common.functions.MapFunction;
import org.apache.flink.api.java.DataSet;
import org.apache.flink.api.java.ExecutionEnvironment;
import org.apache.flink.graph.Edge;
import org.apache.flink.graph.Graph;
import org.apache.flink.graph.Vertex;
import org.apache.flink.graph.example.utils.SingleSourceShortestPathsData;
import org.apache.flink.graph.library.SingleSourceShortestPathsAlgorithm;
import org.apache.flink.graph.utils.Tuple3ToEdgeMap;
/**
* This example implements the Single Source Shortest Paths algorithm,
* using a vertex-centric iteration.
*
* The input file is expected to contain one edge per line, with long IDs
* and double weights, separated by tabs, in the following format:
* "\t\t".
*
* If no arguments are provided, the example runs with default data from {@link SingleSourceShortestPathsData}.
*
*/
public class SingleSourceShortestPaths implements ProgramDescription {
@SuppressWarnings("serial")
public static void main(String[] args) throws Exception {
if (!parseParameters(args)) {
return;
}
ExecutionEnvironment env = ExecutionEnvironment.getExecutionEnvironment();
DataSet> edges = getEdgesDataSet(env);
Graph graph = Graph.fromDataSet(edges,
new MapFunction() {
public Double map(Long value) {
return Double.MAX_VALUE;
}
}, env);
DataSet> singleSourceShortestPaths = graph
.run(new SingleSourceShortestPathsAlgorithm(srcVertexId, maxIterations))
.getVertices();
// emit result
if (fileOutput) {
singleSourceShortestPaths.writeAsCsv(outputPath, "\n", ",");
// since file sinks are lazy, we trigger the execution explicitly
env.execute("Single Source Shortest Paths Example");
} else {
singleSourceShortestPaths.print();
}
}
@Override
public String getDescription() {
return "Single Source Shortest Paths";
}
// ******************************************************************************************************************
// UTIL METHODS
// ******************************************************************************************************************
private static boolean fileOutput = false;
private static Long srcVertexId = 1l;
private static String edgesInputPath = null;
private static String outputPath = null;
private static int maxIterations = 5;
private static boolean parseParameters(String[] args) {
if(args.length > 0) {
if(args.length != 4) {
System.err.println("Usage: SingleSourceShortestPaths
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