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Neo4j Graph Data Science :: Procedures :: Machine Learning
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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.ml.splitting;
import org.neo4j.gds.MutateComputationResultConsumer;
import org.neo4j.gds.executor.AlgorithmSpec;
import org.neo4j.gds.executor.ComputationResult;
import org.neo4j.gds.executor.ComputationResultConsumer;
import org.neo4j.gds.executor.ExecutionContext;
import org.neo4j.gds.executor.GdsCallable;
import org.neo4j.gds.procedures.algorithms.configuration.NewConfigFunction;
import org.neo4j.gds.procedures.algorithms.machinelearning.SplitRelationshipsMutateResult;
import org.neo4j.gds.result.AbstractResultBuilder;
import java.util.stream.Stream;
import static org.neo4j.gds.executor.ExecutionMode.MUTATE_RELATIONSHIP;
@GdsCallable(name = "gds.alpha.ml.splitRelationships.mutate", description = "Splits a graph into holdout and remaining relationship types and adds them to the graph.", executionMode = MUTATE_RELATIONSHIP)
public class SplitRelationshipsMutateSpec implements AlgorithmSpec,SplitRelationshipsAlgorithmFactory> {
@Override
public String name() {
return "SplitRelationships";
}
@Override
public SplitRelationshipsAlgorithmFactory algorithmFactory(ExecutionContext executionContext) {
return new SplitRelationshipsAlgorithmFactory();
}
@Override
public NewConfigFunction newConfigFunction() {
return (___,config) -> SplitRelationshipsMutateConfig.of(config);
}
@Override
public ComputationResultConsumer> computationResultConsumer() {
return new MutateComputationResultConsumer<>(this::resultBuilder) {
@Override
protected void updateGraphStore(
AbstractResultBuilder> resultBuilder,
ComputationResult computationResult,
ExecutionContext executionContext
) {
computationResult.result().ifPresent(splitResult -> {
var graphStore = computationResult.graphStore();
var selectedRels = splitResult.selectedRels().build();
var remainingRels = splitResult.remainingRels().build();
graphStore.addRelationshipType(remainingRels);
graphStore.addRelationshipType(selectedRels);
long holdoutWritten = selectedRels.topology().elementCount();
long remainingWritten = remainingRels.topology().elementCount();
resultBuilder.withRelationshipsWritten(holdoutWritten + remainingWritten);
});
}
};
}
private AbstractResultBuilder resultBuilder(
ComputationResult computeResult,
ExecutionContext executionContext
) {
return new SplitRelationshipsMutateResult.Builder();
}
}