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Neo4j Graph Data Science :: Algorithms
/*
* Copyright (c) "Neo4j"
* Neo4j Sweden AB [http://neo4j.com]
*
* This file is part of Neo4j.
*
* Neo4j 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.
*
* This program 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 this program. If not, see .
*/
package org.neo4j.gds.bridges;
import com.carrotsearch.hppc.BitSet;
import org.neo4j.gds.Algorithm;
import org.neo4j.gds.api.Graph;
import org.neo4j.gds.collections.ha.HugeLongArray;
import org.neo4j.gds.collections.ha.HugeObjectArray;
import org.neo4j.gds.core.utils.progress.tasks.ProgressTracker;
import java.util.ArrayList;
import java.util.List;
import java.util.concurrent.atomic.AtomicBoolean;
public class Bridges extends Algorithm {
private final Graph graph;
private final BitSet visited;
private final HugeLongArray tin;
private final HugeLongArray low;
private long timer;
private long stackIndex = -1;
private List result = new ArrayList<>();
public Bridges(Graph graph, ProgressTracker progressTracker){
super(progressTracker);
this.graph = graph;
this.visited = new BitSet(graph.nodeCount());
this.tin = HugeLongArray.newArray(graph.nodeCount());
this.low = HugeLongArray.newArray(graph.nodeCount());
}
@Override
public BridgeResult compute() {
timer = 0;
visited.clear();
tin.setAll(__ -> -1);
low.setAll(__ -> -1);
progressTracker.beginSubTask("Bridges");
//each edge may have at most one event to the stack at the same time
var stack = HugeObjectArray.newArray(StackEvent.class, graph.relationshipCount());
var n = graph.nodeCount();
for (int i = 0; i < n; ++i) {
if (!visited.get(i))
dfs(i, stack);
}
progressTracker.endSubTask("Bridges");
return new BridgeResult(result);
}
private void dfs(long node, HugeObjectArray stack) {
stack.set(++stackIndex, StackEvent.upcomingVisit(node,-1));
while (stackIndex >= 0) {
var stackEvent = stack.get(stackIndex--);
visitEvent(stackEvent, stack);
}
progressTracker.logProgress();
}
private void visitEvent(StackEvent event, HugeObjectArray stack) {
if (event.lastVisit()) {
var to = event.eventNode();
var v = event.triggerNode();
var lowV = low.get(v);
var lowTo = low.get(to);
low.set(v, Math.min(lowV, lowTo));
var tinV = tin.get(v);
if (lowTo > tinV) {
result.add(new Bridge(v, to));
}
progressTracker.logProgress();
return;
}
if (!visited.get(event.eventNode())) {
var v = event.eventNode();
visited.set(v);
var p = event.triggerNode();
tin.set(v, timer);
low.set(v, timer++);
var parent_skipped = new AtomicBoolean(false);
///add post event (Should be before everything)
if (p != -1) {
stack.set(++stackIndex, StackEvent.lastVisit(v, p));
}
graph.forEachRelationship(v, (s, to) -> {
if (to == p && !parent_skipped.get()) {
parent_skipped.set(true);
return true;
}
stack.set(++stackIndex, StackEvent.upcomingVisit(to, v));
return true;
});
} else {
long v = event.triggerNode();
long to = event.eventNode();
var lowV = low.get(v);
var tinTo = tin.get(to);
low.set(v, Math.min(lowV, tinTo));
}
}
record StackEvent(long eventNode, long triggerNode, boolean lastVisit) {
static StackEvent upcomingVisit(long node, long triggerNode) {
return new StackEvent(node, triggerNode, false);
}
static StackEvent lastVisit(long node, long triggerNode) {
return new StackEvent(node, triggerNode, true);
}
}
}
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