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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.leiden;
import org.neo4j.gds.api.properties.relationships.RelationshipIterator;
import org.neo4j.gds.api.schema.Direction;
import org.neo4j.gds.collections.ha.HugeDoubleArray;
import org.neo4j.gds.collections.ha.HugeLongArray;
import org.neo4j.gds.core.loading.construction.RelationshipsBuilder;
import org.neo4j.gds.core.utils.partition.Partition;
import org.neo4j.gds.core.utils.progress.tasks.ProgressTracker;
final class RelationshipCreator implements Runnable {
private final Direction direction;
private final RelationshipsBuilder relationshipsBuilder;
private final HugeLongArray communities;
private final RelationshipIterator relationshipIterator;
private final Partition partition;
private final ProgressTracker progressTracker;
private final HugeDoubleArray encounteredCommunityWeights;
private final HugeLongArray encounteredCommunities;
private long encountereCommunitiesCounter;
private final HugeLongArray sortedByCommunity;
RelationshipCreator(
HugeLongArray sortedByCommunity,
HugeLongArray communities,
Partition partition,
RelationshipsBuilder relationshipsBuilder,
RelationshipIterator relationshipIterator,
Direction direction,
ProgressTracker progressTracker
) {
this.direction = direction;
this.relationshipsBuilder = relationshipsBuilder;
this.communities = communities;
this.relationshipIterator = relationshipIterator;
this.partition = partition;
this.progressTracker = progressTracker;
this.encounteredCommunityWeights = HugeDoubleArray.newArray(communities.size());
this.encounteredCommunities = HugeLongArray.newArray(communities.size());
this.encounteredCommunityWeights.setAll(v -> -1);
this.sortedByCommunity = sortedByCommunity;
}
private void updateRelationships(long sourceCommunityId, long numEncounteredCommunities) {
for (long communityIndexId = 0; communityIndexId < numEncounteredCommunities; ++communityIndexId) {
long communityId = encounteredCommunities.get(communityIndexId);
double weight = encounteredCommunityWeights.get(communityId);
relationshipsBuilder.add(sourceCommunityId, communityId, weight);
encounteredCommunityWeights.set(communityId, -1);
}
}
@Override
public void run() {
long startNode = partition.startNode();
long endNode = partition.startNode() + partition.nodeCount();
long previousCommunity = -1;
for (long nodeIndexId = startNode; nodeIndexId < endNode; ++nodeIndexId) {
long nodeId = sortedByCommunity.get(nodeIndexId);
long currentCommunity = communities.get(nodeId);
boolean shouldUpdate = (nodeIndexId > startNode && previousCommunity != currentCommunity);
if (shouldUpdate) {
updateRelationships(previousCommunity, encountereCommunitiesCounter);
encountereCommunitiesCounter = 0;
}
relationshipIterator.forEachRelationship(nodeId, 1.0, (source, target, property) -> {
// do not allow self-loops
long targetCommunityId = communities.get(target);
if (currentCommunity != targetCommunityId) { //we do not include self-edges in next graph
//if orientation is natural it means a-[weight]->b will be examined only from a
// hence we should add it as we encounter it from a
//otherwise a<-[weight]->b will be visited from both a and b.
// To not include it twice we break a tie based on id.
if (direction == Direction.DIRECTED || currentCommunity > targetCommunityId) {
double valueToAdd = property;
if (encounteredCommunityWeights.get(targetCommunityId) == -1) {
encounteredCommunities.set(encountereCommunitiesCounter++, targetCommunityId);
valueToAdd++;
}
encounteredCommunityWeights.addTo(targetCommunityId, valueToAdd);
}
}
return true;
});
shouldUpdate = (nodeIndexId == (endNode - 1));
if (shouldUpdate) {
updateRelationships(currentCommunity, encountereCommunitiesCounter);
}
previousCommunity = currentCommunity;
progressTracker.logProgress();
}
}
}
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