
org.neo4j.gds.wcc.UnsampledStrategy Maven / Gradle / Ivy
Go to download
Show more of this group Show more artifacts with this name
Show all versions of algo Show documentation
Show all versions of algo Show documentation
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.wcc;
import org.immutables.builder.Builder;
import org.neo4j.gds.api.Graph;
import org.neo4j.gds.api.properties.relationships.RelationshipConsumer;
import org.neo4j.gds.api.properties.relationships.RelationshipWithPropertyConsumer;
import org.neo4j.gds.core.concurrency.ParallelUtil;
import org.neo4j.gds.core.utils.paged.dss.DisjointSetStruct;
import org.neo4j.gds.core.utils.progress.tasks.ProgressTracker;
import org.neo4j.gds.termination.TerminationFlag;
import java.util.ArrayList;
import java.util.Optional;
import java.util.concurrent.ExecutorService;
import static org.neo4j.gds.termination.TerminationFlag.RUN_CHECK_NODE_COUNT;
final class UnsampledStrategy {
private final Graph graph;
private final DisjointSetStruct disjointSetStruct;
private final long batchSize;
private final int threadSize;
private final Optional threshold;
private final TerminationFlag terminationFlag;
private final ProgressTracker progressTracker;
private final ExecutorService executorService;
@Builder.Constructor
UnsampledStrategy(
Graph graph,
DisjointSetStruct disjointSetStruct,
long batchSize,
Optional threshold,
TerminationFlag terminationFlag,
ProgressTracker progressTracker,
ExecutorService executorService
) {
this.graph = graph;
this.disjointSetStruct = disjointSetStruct;
this.batchSize = batchSize;
this.threadSize = (int) ParallelUtil.threadCount(batchSize, graph.nodeCount());
this.threshold = threshold;
this.terminationFlag = terminationFlag;
this.progressTracker = progressTracker;
this.executorService = executorService;
}
void compute() {
var tasks = new ArrayList(threadSize);
for (long offset = 0L; offset < this.graph.nodeCount(); offset += this.batchSize) {
var unionTask = threshold.isEmpty()
? new UnionTask(graph, disjointSetStruct, offset, batchSize, terminationFlag, progressTracker)
: new UnionWithThresholdTask(
graph,
disjointSetStruct,
threshold.get(),
offset,
batchSize,
terminationFlag,
progressTracker
);
tasks.add(unionTask);
}
ParallelUtil.run(tasks, executorService);
}
static class UnionTask implements Runnable, RelationshipConsumer {
final Graph graph;
final DisjointSetStruct struct;
private final long offset;
private final ProgressTracker progressTracker;
private final long end;
private final TerminationFlag terminationFlag;
UnionTask(
Graph graph,
DisjointSetStruct disjointSetStruct,
long offset,
long batchSize,
TerminationFlag terminationFlag,
ProgressTracker progressTracker
) {
this.graph = graph.concurrentCopy();
this.struct = disjointSetStruct;
this.offset = offset;
this.terminationFlag = terminationFlag;
this.progressTracker = progressTracker;
this.end = Math.min(offset + batchSize, graph.nodeCount());
}
@Override
public void run() {
for (long node = offset; node < end; node++) {
compute(node);
if (node % RUN_CHECK_NODE_COUNT == 0) {
terminationFlag.assertRunning();
}
progressTracker.logProgress(graph.degree(node));
}
}
void compute(final long node) {
graph.forEachRelationship(node, this);
}
@Override
public boolean accept(final long sourceNodeId, final long targetNodeId) {
struct.union(sourceNodeId, targetNodeId);
return true;
}
}
static class UnionWithThresholdTask extends UnionTask implements RelationshipWithPropertyConsumer {
private final double threshold;
UnionWithThresholdTask(
Graph graph,
DisjointSetStruct struct,
double threshold,
long offset,
long batchSize,
TerminationFlag terminationFlag,
ProgressTracker progressTracker
) {
super(graph, struct, offset, batchSize, terminationFlag, progressTracker);
this.threshold = threshold;
}
@Override
void compute(final long node) {
graph.forEachRelationship(node, Wcc.defaultWeight(threshold), this);
}
@Override
public boolean accept(final long sourceNodeId, final long targetNodeId, final double property) {
if (property > threshold) {
struct.union(sourceNodeId, targetNodeId);
}
return true;
}
}
}
© 2015 - 2025 Weber Informatics LLC | Privacy Policy