/****************************************************************************** * Compilation: javac DirectedEulerianPath.java * Execution: java DirectedEulerianPath V E * Dependencies: Digraph.java Stack.java StdOut.java * BreadthFirstPaths.java * DigraphGenerator.java StdRandom.java * * Find an Eulerian path in a digraph, if one exists. * ******************************************************************************/ package edu.princeton.cs.algs4; import java.util.Iterator; /** * The {@code DirectedEulerianPath} class represents a data type * for finding an Eulerian path in a digraph. * An Eulerian path is a path (not necessarily simple) that * uses every edge in the digraph exactly once. *

* This implementation uses a nonrecursive depth-first search. * The constructor take Θ(E + V) time * in the worst case, where E is the number of edges and * V is the number of vertices. * It uses Θ(V) extra space (not including the digraph). *

* To compute Eulerian cycles in digraphs, see {@link DirectedEulerianCycle}. * To compute Eulerian cycles and paths in undirected graphs, see * {@link EulerianCycle} and {@link EulerianPath}. *

* For additional documentation, * see Section 4.2 of * Algorithms, 4th Edition by Robert Sedgewick and Kevin Wayne. * * @author Robert Sedgewick * @author Kevin Wayne * @author Nate Liu */ public class DirectedEulerianPath { private Stack path = null; // Eulerian path; null if no suh path /** * Computes an Eulerian path in the specified digraph, if one exists. * * @param G the digraph */ public DirectedEulerianPath(Digraph G) { // find vertex from which to start potential Eulerian path: // a vertex v with outdegree(v) > indegree(v) if it exits; // otherwise a vertex with outdegree(v) > 0 int deficit = 0; int s = nonIsolatedVertex(G); for (int v = 0; v < G.V(); v++) { if (G.outdegree(v) > G.indegree(v)) { deficit += (G.outdegree(v) - G.indegree(v)); s = v; } } // digraph can't have an Eulerian path // (this condition is needed) if (deficit > 1) return; // special case for digraph with zero edges (has a degenerate Eulerian path) if (s == -1) s = 0; // create local view of adjacency lists, to iterate one vertex at a time Iterator[] adj = (Iterator[]) new Iterator[G.V()]; for (int v = 0; v < G.V(); v++) adj[v] = G.adj(v).iterator(); // greedily add to cycle, depth-first search style Stack stack = new Stack(); stack.push(s); path = new Stack(); while (!stack.isEmpty()) { int v = stack.pop(); while (adj[v].hasNext()) { stack.push(v); v = adj[v].next(); } // push vertex with no more available edges to path path.push(v); } // check if all edges have been used if (path.size() != G.E() + 1) path = null; assert check(G); } /** * Returns the sequence of vertices on an Eulerian path. * * @return the sequence of vertices on an Eulerian path; * {@code null} if no such path */ public Iterable path() { return path; } /** * Returns true if the digraph has an Eulerian path. * * @return {@code true} if the digraph has an Eulerian path; * {@code false} otherwise */ public boolean hasEulerianPath() { return path != null; } // returns any non-isolated vertex; -1 if no such vertex private static int nonIsolatedVertex(Digraph G) { for (int v = 0; v < G.V(); v++) if (G.outdegree(v) > 0) return v; return -1; } /************************************************************************** * * The code below is solely for testing correctness of the data type. * **************************************************************************/ // Determines whether a digraph has an Eulerian path using necessary // and sufficient conditions (without computing the path itself): // - indegree(v) = outdegree(v) for every vertex, // except one vertex v may have outdegree(v) = indegree(v) + 1 // (and one vertex v may have indegree(v) = outdegree(v) + 1) // - the graph is connected, when viewed as an undirected graph // (ignoring isolated vertices) private static boolean satisfiesNecessaryAndSufficientConditions(Digraph G) { if (G.E() == 0) return true; // Condition 1: indegree(v) == outdegree(v) for every vertex, // except one vertex may have outdegree(v) = indegree(v) + 1 int deficit = 0; for (int v = 0; v < G.V(); v++) if (G.outdegree(v) > G.indegree(v)) deficit += (G.outdegree(v) - G.indegree(v)); if (deficit > 1) return false; // Condition 2: graph is connected, ignoring isolated vertices Graph H = new Graph(G.V()); for (int v = 0; v < G.V(); v++) for (int w : G.adj(v)) H.addEdge(v, w); // check that all non-isolated vertices are connected int s = nonIsolatedVertex(G); BreadthFirstPaths bfs = new BreadthFirstPaths(H, s); for (int v = 0; v < G.V(); v++) if (H.degree(v) > 0 && !bfs.hasPathTo(v)) return false; return true; } private boolean check(Digraph G) { // internal consistency check if (hasEulerianPath() == (path() == null)) return false; // hashEulerianPath() returns correct value if (hasEulerianPath() != satisfiesNecessaryAndSufficientConditions(G)) return false; // nothing else to check if no Eulerian path if (path == null) return true; // check that path() uses correct number of edges if (path.size() != G.E() + 1) return false; // check that path() is a directed path in G // TODO return true; } private static void unitTest(Digraph G, String description) { StdOut.println(description); StdOut.println("-------------------------------------"); StdOut.print(G); DirectedEulerianPath euler = new DirectedEulerianPath(G); StdOut.print("Eulerian path: "); if (euler.hasEulerianPath()) { for (int v : euler.path()) { StdOut.print(v + " "); } StdOut.println(); } else { StdOut.println("none"); } StdOut.println(); } /** * Unit tests the {@code DirectedEulerianPath} data type. * * @param args the command-line arguments */ public static void main(String[] args) { int V = Integer.parseInt(args[0]); int E = Integer.parseInt(args[1]); // Eulerian cycle Digraph G1 = DigraphGenerator.eulerianCycle(V, E); unitTest(G1, "Eulerian cycle"); // Eulerian path Digraph G2 = DigraphGenerator.eulerianPath(V, E); unitTest(G2, "Eulerian path"); // add one random edge Digraph G3 = new Digraph(G2); G3.addEdge(StdRandom.uniformInt(V), StdRandom.uniformInt(V)); unitTest(G3, "one random edge added to Eulerian path"); // self loop Digraph G4 = new Digraph(V); int v4 = StdRandom.uniformInt(V); G4.addEdge(v4, v4); unitTest(G4, "single self loop"); // single edge Digraph G5 = new Digraph(V); G5.addEdge(StdRandom.uniformInt(V), StdRandom.uniformInt(V)); unitTest(G5, "single edge"); // empty digraph Digraph G6 = new Digraph(V); unitTest(G6, "empty digraph"); // random digraph Digraph G7 = DigraphGenerator.simple(V, E); unitTest(G7, "simple digraph"); // 4-vertex digraph Digraph G8 = new Digraph(new In("eulerianD.txt")); unitTest(G8, "4-vertex Eulerian digraph"); } } /****************************************************************************** * Copyright 2002-2022, Robert Sedgewick and Kevin Wayne. * * This file is part of algs4.jar, which accompanies the textbook * * Algorithms, 4th edition by Robert Sedgewick and Kevin Wayne, * Addison-Wesley Professional, 2011, ISBN 0-321-57351-X. * http://algs4.cs.princeton.edu * * * algs4.jar is free software: you can redistribute it and/or modify * it under the terms of the GNU General Public License as published by * the Free Software Foundation, either version 3 of the License, or * (at your option) any later version. * * algs4.jar is distributed in the hope that it will be useful, * but WITHOUT ANY WARRANTY; without even the implied warranty of * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the * GNU General Public License for more details. * * You should have received a copy of the GNU General Public License * along with algs4.jar. If not, see http://www.gnu.org/licenses. ******************************************************************************/