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Graph definitions and algorithms.
package com.googlecode.blaisemath.graph;
/*
* #%L
* BlaiseGraphTheory
* --
* Copyright (C) 2009 - 2019 Elisha Peterson
* --
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
* #L%
*/
import static com.google.common.base.Preconditions.checkArgument;
import static com.google.common.base.Preconditions.checkState;
import com.google.common.collect.HashMultimap;
import com.google.common.collect.Iterables;
import com.google.common.collect.Maps;
import com.google.common.collect.Multimap;
import com.google.common.collect.Multimaps;
import com.google.common.collect.SetMultimap;
import com.google.common.collect.Sets;
import com.google.common.graph.ElementOrder;
import com.google.common.graph.EndpointPair;
import com.google.common.graph.Graph;
import com.google.common.graph.Graphs;
import com.google.errorprone.annotations.Immutable;
import java.util.Collection;
import java.util.Collections;
import java.util.Map;
import java.util.Set;
/**
* A storage-optimized graph component that caches degrees and divides nodes into isolates, leaf nodes, connector nodes
* (degree 2), and core nodes (degree more than 2). This maximizes speed for algorithms that make large numbers of calls to
* graph API methods.
*
* @param graph node type
*
* @author Elisha Peterson
*/
@Immutable
public final class OptimizedGraph implements Graph {
/** Base graph */
private final Graph base;
/** Degree cache */
private final Map degrees = Maps.newHashMap();
/** Isolate nodes (deg = 0) */
private final Set isolates = Sets.newHashSet();
/** Leaf nodes (deg = 1) */
private final Set leafNodes = Sets.newHashSet();
/** Connector nodes (deg = 2) */
private final Set connectorNodes = Sets.newHashSet();
/** Non-leaf nodes (deg >= 3) */
private final Set coreNodes = Sets.newHashSet();
/** General objects adjacent to each node */
private final SetMultimap neighbors = HashMultimap.create();
/**
* Leaf objects adjacent to each node. Values consist of objects that
* have degree 1 ONLY.
*/
private final SetMultimap adjLeaves = HashMultimap.create();
/**
* Construct optimized graph version of the given graph.
* @param graph graph to optimize
*/
public OptimizedGraph(Graph graph) {
this.base = graph;
initCachedElements();
}
/**
* Construct optimized graph with specific nodes and edges.
* @param directed whether graph is directed
* @param nodes nodes in the graph
* @param edges edges in the graph, as ordered node pairs; each must have a 0 element and a 1 element
*/
public OptimizedGraph(boolean directed, Collection nodes, Iterable> edges) {
base = GraphUtils.createFromEdges(directed, nodes, edges);
initCachedElements();
}
//region INITIALIZATION
/** Initializes set of pre-computed elements. */
private void initCachedElements() {
for (N n : base.nodes()) {
int deg = base.degree(n);
degrees.put(n, deg);
switch (deg) {
case 0:
isolates.add(n);
break;
case 1:
leafNodes.add(n);
break;
case 2:
connectorNodes.add(n);
break;
default:
coreNodes.add(n);
break;
}
neighbors.putAll(n, base.adjacentNodes(n));
}
for (N n : base.nodes()) {
for (N y : neighbors.get(n)) {
Integer get = degrees.get(y);
checkState(get != null, "Node " + y + " (neighbor of " + n + ") was not found in provided node set");
if (degrees.get(y) == 1) {
adjLeaves.get(n).add(y);
}
}
}
}
//endregion
//region PROPERTIES
/**
* Nodes with deg 0
* @return nodes
*/
public Set isolates() {
return Collections.unmodifiableSet(isolates);
}
/**
* Nodes with deg 1
* @return nodes
*/
public Set leafNodes() {
return Collections.unmodifiableSet(leafNodes);
}
/**
* Nodes with deg 2
* @return nodes
*/
public Set connectorNodes() {
return Collections.unmodifiableSet(connectorNodes);
}
/**
* Nodes with deg >= 3
* @return nodes
*/
public Set coreNodes() {
return Collections.unmodifiableSet(coreNodes);
}
/**
* Get copy of neighbors.
* @return neighbors
*/
public Multimap neighborMap() {
return Multimaps.unmodifiableSetMultimap(neighbors);
}
//endregion
//region OVERRIDES
@Override
public Set nodes() {
return base.nodes();
}
@Override
public Set> edges() {
return base.edges();
}
@Override
public boolean isDirected() {
return base.isDirected();
}
@Override
public boolean allowsSelfLoops() {
return base.allowsSelfLoops();
}
@Override
public ElementOrder nodeOrder() {
return base.nodeOrder();
}
@Override
public Set adjacentNodes(N node) {
return neighbors.get(node);
}
@Override
public int degree(N x) {
return degrees.get(x);
}
@Override
public int inDegree(N node) {
return 0;
}
@Override
public int outDegree(N node) {
return 0;
}
@Override
public Set predecessors(N node) {
return base.predecessors(node);
}
@Override
public Set successors(N node) {
return base.successors(node);
}
@Override
public Set> incidentEdges(N node) {
return base.incidentEdges(node);
}
@Override
public boolean hasEdgeConnecting(N x, N y) {
return neighbors.containsEntry(x, y);
}
//endregion
//region ADDITIONAL QUERIES
/**
* Extract the core graph, consisting of only nodes with degree at least 2.
* @return graph with isolates and leaves pruned
*/
public Graph core() {
return Graphs.inducedSubgraph(base, Iterables.concat(coreNodes, connectorNodes));
}
/**
* Return the node adjacent to a leaf
* @param leaf leaf to check
* @return adjacent node
* @throws IllegalArgumentException if node is not a leaf
*/
public N neighborOfLeaf(N leaf) {
checkArgument(leafNodes.contains(leaf));
N res = Iterables.getFirst(neighbors.get(leaf), null);
checkState(res != null);
return res;
}
/**
* Return leaf nodes adjacent to specified node
* @param n node to check
* @return leaf nodes
*/
public Set leavesAdjacentTo(N n) {
return adjLeaves.get(n);
}
//endregion
}
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