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Neo4j Graph Data Science :: Algorithms
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/*
* 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.steiner;
import com.carrotsearch.hppc.BitSet;
import org.apache.commons.lang3.mutable.MutableBoolean;
import org.neo4j.gds.api.Graph;
import org.neo4j.gds.core.concurrency.Concurrency;
import org.neo4j.gds.core.concurrency.ParallelUtil;
import org.neo4j.gds.mem.Estimate;
import org.neo4j.gds.termination.TerminationFlag;
import org.neo4j.gds.mem.MemoryEstimation;
import org.neo4j.gds.mem.MemoryEstimations;
import org.neo4j.gds.collections.ha.HugeDoubleArray;
import org.neo4j.gds.collections.ha.HugeLongArray;
import org.neo4j.gds.core.utils.paged.HugeLongArrayQueue;
import org.neo4j.gds.core.utils.progress.tasks.ProgressTracker;
import java.util.List;
import java.util.concurrent.atomic.DoubleAdder;
import java.util.concurrent.atomic.LongAdder;
import static org.neo4j.gds.steiner.ShortestPathsSteinerAlgorithm.PRUNED;
import static org.neo4j.gds.steiner.ShortestPathsSteinerAlgorithm.ROOT_NODE;
public class SimpleRerouter extends ReroutingAlgorithm {
private final List terminals;
private final TerminationFlag terminationFlag;
static MemoryEstimation estimation() {
var memoryEstimationBuilder = MemoryEstimations.builder(SimpleRerouter.class)
.add("link cut tree", LinkCutTree.estimation())
.perNode("queue", HugeLongArrayQueue::memoryEstimation)
.perThread("bitset", Estimate::sizeOfBitset);
return memoryEstimationBuilder.build();
}
SimpleRerouter(
Graph graph,
long sourceId,
List terminals,
Concurrency concurrency,
ProgressTracker progressTracker,
TerminationFlag terminationFlag
) {
super(graph, sourceId, concurrency, progressTracker);
this.terminals = terminals;
this.terminationFlag = terminationFlag;
}
@Override
public void reroute(
HugeLongArray parent,
HugeDoubleArray parentCost,
DoubleAdder totalCost,
LongAdder effectiveNodeCount
) {
progressTracker.beginSubTask("Reroute");
//First, represent the tree as an LinkCutTree:
// This is a dynamic tree (can answer connectivity like UnionFind)
// but can also do some other cool stuff like answering path queries
LinkCutTree tree = createLinkCutTree(parent);
MutableBoolean didReroutes = new MutableBoolean();
graph.forEachNode(nodeId -> {
if (parent.get(nodeId) != PRUNED) {
//we reroute only edges in the true
graph.forEachRelationship(nodeId, 1.0, (s, t, w) -> {
var parentId = parent.get(t);
double targetParentCost = parentCost.get(t);
//we want to see if replacing t's parent with nodeId makes sense (i.e., smaller cost)
if (parentId != PRUNED && parentId != ROOT_NODE && w < targetParentCost) {
boolean shouldReconnect = checkIfRerouteIsValid(tree, s, t, parentId);
if (shouldReconnect) { //yes we can replace t's parent with s
didReroutes.setTrue();
reconnect(tree, parent, parentCost, totalCost, s, t, w);
} else { //not possible, revert !
tree.link(parentId, t);
}
}
return true;
});
}
progressTracker.logProgress();
return true;
});
if (didReroutes.isTrue()) {
cutNodesAfterRerouting(parent, parentCost, totalCost, effectiveNodeCount);
}
progressTracker.endSubTask("Reroute");
}
private void cutNodesAfterRerouting(
HugeLongArray parent,
HugeDoubleArray parentCost,
DoubleAdder totalCost,
LongAdder effectiveNodeCount
) {
BitSet endsAtTerminal = new BitSet(graph.nodeCount());
HugeLongArrayQueue queue = HugeLongArrayQueue.newQueue(graph.nodeCount());
for (var terminal : terminals) {
if (parent.get(terminal) != PRUNED) {
queue.add(terminal);
endsAtTerminal.set(terminal);
}
}
while (!queue.isEmpty()) {
long nodeId = queue.remove();
long parentId = parent.get(nodeId);
if (parentId != sourceId && !endsAtTerminal.getAndSet(parentId)) {
queue.add(parentId);
}
}
ParallelUtil.parallelForEachNode(
graph.nodeCount(),
concurrency,
terminationFlag,
nodeId -> {
if (parent.get(nodeId) != PRUNED && parent.get(nodeId) != ROOT_NODE) {
if (!endsAtTerminal.get(nodeId)) {
parent.set(nodeId, PRUNED);
totalCost.add(-parentCost.get(nodeId));
parentCost.set(nodeId, PRUNED);
effectiveNodeCount.decrement();
}
}
}
);
}
}
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