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This artifact provides various common utility operations for analyzing and manipulating automata and graphs, such as traversal, minimization and copying.

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/* Copyright (C) 2013-2019 TU Dortmund
 * This file is part of AutomataLib, http://www.automatalib.net/.
 *
 * Licensed 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,
 * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
 * See the License for the specific language governing permissions and
 * limitations under the License.
 */
package net.automatalib.util.graphs.scc;

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

import javax.annotation.ParametersAreNonnullByDefault;

import net.automatalib.commons.util.Holder;
import net.automatalib.commons.util.mappings.MutableMapping;
import net.automatalib.graphs.Graph;
import net.automatalib.util.graphs.traversal.GraphTraversalAction;
import net.automatalib.util.graphs.traversal.GraphTraversalVisitor;

/**
 * Depth-first traversal visitor realizing Tarjan's algorithm for finding all strongly-connected components (SCCs) in a
 * graph.
 *
 * @param 
 *         node class
 * @param 
 *         edge class
 *
 * @author Malte Isberner
 */
@ParametersAreNonnullByDefault
public class TarjanSCCVisitor implements GraphTraversalVisitor {

    private static final int SCC_FINISHED = -1;
    private final MutableMapping records;

    /**
     * The stack for currently investigated SCCs.
     * 

* Note: Due to the nature of DFS traversal, we may encounter new SCCs before we have finished currently * investigated ones. As a result, when finishing an SCC, one has to check, to not pop too many records from this * stack. */ private final List currentSccRecordStack = new ArrayList<>(); /** * The node equivalent of {@link #currentSccRecordStack}. The same characteristics apply to this stack. */ private final List currentSccNodeStack = new ArrayList<>(); private final SCCListener listener; private int counter; /** * Constructor. * * @param graph * the graph * @param listener * the SCC listener to use, must not be null */ public TarjanSCCVisitor(Graph graph, SCCListener listener) { records = graph.createStaticNodeMapping(); this.listener = listener; } @Override public GraphTraversalAction processInitial(N initialNode, Holder outData) { outData.value = createRecord(); return GraphTraversalAction.EXPLORE; } @Override public boolean startExploration(N node, TarjanSCCRecord data) { records.put(node, data); return true; } @Override public void finishExploration(N node, TarjanSCCRecord data) { currentSccRecordStack.add(data); currentSccNodeStack.add(node); // finished the initial node of this SCC if (data.sccId == data.number) { final int currScc = data.sccId; int numOfNodes = 0; final ListIterator iter = currentSccRecordStack.listIterator(currentSccRecordStack.size()); while (iter.hasPrevious()) { final TarjanSCCRecord prev = iter.previous(); if (prev.sccId == currScc) { numOfNodes++; prev.sccId = SCC_FINISHED; iter.remove(); } else { break; } } final int nodeStackSize = currentSccNodeStack.size(); final List sccNodes = currentSccNodeStack.subList(nodeStackSize - numOfNodes, nodeStackSize); listener.foundSCC(sccNodes); sccNodes.clear(); } } @Override public GraphTraversalAction processEdge(N srcNode, TarjanSCCRecord srcData, E edge, N tgtNode, Holder dataHolder) { TarjanSCCRecord rec = records.get(tgtNode); if (rec == null) { rec = createRecord(); dataHolder.value = rec; return GraphTraversalAction.EXPLORE; } if (rec.sccId != SCC_FINISHED) { int tgtId = rec.sccId; /* * if our successor has a lower scc id than we do, it belongs to an SCC of one of our ascendants, * Thus we have detected a cycle and belong to the same SCC. */ if (tgtId < srcData.sccId) { srcData.sccId = tgtId; } } return GraphTraversalAction.IGNORE; } @Override public void backtrackEdge(N srcNode, TarjanSCCRecord srcData, E edge, N tgtNode, TarjanSCCRecord tgtData) { int tgtId = tgtData.sccId; /* * if during backtracking, we detect our successor has a lower scc id than we do, it belongs to an SCC of one of * our ascendants. Thus we have detected a cycle and belong to the same SCC. */ if (tgtId != SCC_FINISHED && tgtId < srcData.sccId) { srcData.sccId = tgtId; } } private TarjanSCCRecord createRecord() { return new TarjanSCCRecord(counter++); } public boolean hasVisited(N node) { return (records.get(node) != null); } }





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