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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.paths.traverse;
import org.neo4j.gds.mem.MemoryEstimateDefinition;
import org.neo4j.gds.collections.ha.HugeDoubleArray;
import org.neo4j.gds.collections.ha.HugeLongArray;
import org.neo4j.gds.collections.haa.HugeAtomicLongArray;
import org.neo4j.gds.mem.MemoryEstimation;
import org.neo4j.gds.mem.MemoryEstimations;
import org.neo4j.gds.mem.MemoryRange;
import org.neo4j.gds.core.utils.paged.HugeAtomicBitSet;
import org.neo4j.gds.mem.Estimate;
public class BfsMemoryEstimateDefinition implements MemoryEstimateDefinition {
@Override
public MemoryEstimation memoryEstimation() {
MemoryEstimations.Builder builder = MemoryEstimations.builder(BFS.class);
builder.perNode("visited ", HugeAtomicBitSet::memoryEstimation) //global variables
.perNode("traversedNodes", HugeLongArray::memoryEstimation)
.perNode("weights", HugeDoubleArray::memoryEstimation)
.perNode("minimumChunk", HugeAtomicLongArray::memoryEstimation);
//per thread
builder.rangePerGraphDimension("localNodes", (dimensions, concurrency) -> {
// lower-bound: each node is in exactly one localNode array
var lowerBound = Estimate.sizeOfLongArrayList(dimensions.nodeCount() + dimensions.nodeCount() / 64);
//In the upper bound, we can consider two scenarios:
// -each node except the starting will be added by every thread exactly once
// -traversing each relationship creates an entry in any localNodes array of one of the threads
//We can take the minimum of these as a more accurate upper bound.
//Nonetheless, either of those scenarios is unlikely to happen because all nodes in all threads
//need to be added at the exact same step to force such memory usage in an extremely convoluted way
var maximumTotalSizeOfAggregatedLocalNodes = Math.min(
dimensions.relCountUpperBound(),
concurrency.value() * (dimensions.nodeCount() - 1)
);
var upperBound = Estimate.sizeOfLongArrayList(maximumTotalSizeOfAggregatedLocalNodes + dimensions.nodeCount() / 64);
//The nodeCount()/64 refers to the chunk separator in localNodes
return MemoryRange.of(lowerBound, Math.max(lowerBound, upperBound));
}).perGraphDimension("chunks", (dimensions, concurrency) ->
MemoryRange.of(dimensions.nodeCount() / 64)
);
builder.perNode("resultNodes", HugeLongArray::memoryEstimation);
return builder.build();
}
}
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