1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Collections.Generic;
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24 |
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25 | namespace HeuristicLab.IGraph.Wrappers {
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26 | public sealed class Graph : IDisposable {
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27 | private igraph_t graph;
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28 | internal igraph_t NativeInstance { get { return graph; } }
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29 |
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30 | public int Vertices { get { return graph.n; } }
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31 | public bool IsDirected { get { return graph.directed; } }
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32 |
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33 | public Graph() : this(0) { }
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34 | public Graph(int vertices) : this(vertices, false) { }
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35 | public Graph(int vertices, bool directed) {
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36 | graph = new igraph_t();
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37 | DllImporter.igraph_empty(graph, vertices, directed);
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38 | }
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39 | public Graph(int vertices, IEnumerable<Tuple<int, int>> edges) : this(vertices, edges, false) { }
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40 | public Graph(int vertices, IEnumerable<Tuple<int, int>> edges, bool directed) {
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41 | graph = new igraph_t();
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42 | DllImporter.igraph_empty(graph, vertices, directed);
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43 | foreach (var e in edges)
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44 | DllImporter.igraph_add_edge(graph, e.Item1, e.Item2);
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45 | }
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46 | ~Graph() {
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47 | DllImporter.igraph_destroy(graph);
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48 | }
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49 |
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50 | public void Dispose() {
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51 | if (graph == null) return;
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52 | DllImporter.igraph_destroy(graph);
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53 | graph = null;
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54 | GC.SuppressFinalize(this);
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55 | }
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56 |
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57 | public void SetSeed(uint seed) {
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58 | DllImporter.igraph_rng_seed(seed);
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59 | }
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60 |
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61 | public double Density() {
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62 | double density;
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63 | DllImporter.igraph_density(graph, out density, false);
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64 | return density;
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65 | }
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66 |
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67 | public Vector PageRank(double damping = 0.85, Vector weights = null) {
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68 | var vec = new Vector(Vertices);
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69 | var all = new igraph_vs_t();
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70 | DllImporter.igraph_vs_all(ref all);
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71 | try {
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72 | double eigenv = 0;
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73 | DllImporter.igraph_pagerank(graph, igraph_pagerank_algo_t.IGRAPH_PAGERANK_ALGO_PRPACK, vec.NativeInstance, out eigenv, all, IsDirected, damping, weights != null ? weights.NativeInstance : null);
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74 | } finally {
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75 | DllImporter.igraph_vs_destroy(ref all);
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76 | }
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77 | return vec;
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78 | }
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79 |
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80 | public Matrix LayoutWithFruchtermanReingold(Matrix initialCoords = null) {
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81 | return LayoutWithFruchtermanReingold(500, Math.Sqrt(Vertices), initialCoords);
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82 | }
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83 | public Matrix LayoutWithFruchtermanReingold(int niter, double startTemp, Matrix initialCoords = null) {
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84 | if (initialCoords != null && (initialCoords.Rows != Vertices || initialCoords.Columns != 2))
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85 | throw new ArgumentException("Initial coordinate matrix does not contain the required number of rows and columns.", "initialCoords");
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86 | var coords = initialCoords != null ? new Matrix(initialCoords) : new Matrix(Vertices, 2);
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87 | DllImporter.igraph_layout_fruchterman_reingold(graph, coords.NativeInstance, initialCoords != null, niter, startTemp, igraph_layout_grid_t.IGRAPH_LAYOUT_AUTOGRID, null, null, null, null, null);
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88 | return coords;
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89 | }
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90 |
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91 | public Matrix LayoutWithKamadaKawai(Matrix initialCoords = null) {
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92 | return LayoutWithKamadaKawai(50 * Vertices, 0, Vertices, initialCoords);
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93 | }
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94 | public Matrix LayoutWithKamadaKawai(int maxiter, double epsilon, double kkconst, Matrix initialCoords = null) {
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95 | if (initialCoords != null && (initialCoords.Rows != Vertices || initialCoords.Columns != 2))
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96 | throw new ArgumentException("Initial coordinate matrix does not contain the required number of rows and columns.", "initialCoords");
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97 | var coords = initialCoords != null ? new Matrix(initialCoords) : new Matrix(Vertices, 2);
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98 | DllImporter.igraph_layout_kamada_kawai(graph, coords.NativeInstance, initialCoords != null, maxiter, epsilon, kkconst, null, null, null, null, null);
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99 | return coords;
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100 | }
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101 |
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102 | public Matrix LayoutWithDavidsonHarel(Matrix initialCoords = null) {
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103 | var density = Density();
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104 | return LayoutWithDavidsonHarel(10, Math.Max(10, (int)Math.Log(Vertices, 2)), 0.75, 1.0, 0.0, density / 10.0, 1.0 - Math.Sqrt(density), 0.2 * (1 - density), initialCoords);
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105 | }
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106 | public Matrix LayoutWithDavidsonHarel(int maxiter, int fineiter, double cool_fact, double weight_node_dist, double weight_border, double weight_edge_lengths, double weight_edge_crossings, double weight_node_edge_dist, Matrix initialCoords = null) {
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107 | if (initialCoords != null && (initialCoords.Rows != Vertices || initialCoords.Columns != 2))
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108 | throw new ArgumentException("Initial coordinate matrix does not contain the required number of rows and columns.", "initialCoords");
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109 | var coords = initialCoords != null ? new Matrix(initialCoords) : new Matrix(Vertices, 2);
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110 | DllImporter.igraph_layout_davidson_harel(graph, coords.NativeInstance, initialCoords != null, maxiter, fineiter, cool_fact, weight_node_dist, weight_border, weight_edge_lengths, weight_edge_crossings, weight_node_edge_dist);
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111 | return coords;
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112 | }
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113 |
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114 | /// <summary>
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115 | /// Use multi-dimensional scaling to layout vertices.
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116 | /// A distance matrix can be used to specify the distances between the vertices.
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117 | /// Otherwise the distances will be calculated by shortest-path-length.
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118 | /// </summary>
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119 | /// <remarks>
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120 | /// For disconnected graphs, dimension must be 2.
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121 | /// </remarks>
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122 | /// <param name="dist">The distance matrix to layout the vertices.</param>
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123 | /// <param name="dim">How many dimensions should be used.</param>
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124 | /// <returns>The coordinates matrix of the aligned vertices.</returns>
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125 | public Matrix LayoutWithMds(Matrix dist = null, int dim = 2) {
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126 | var coords = new Matrix(Vertices, dim);
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127 | DllImporter.igraph_layout_mds(graph, coords.NativeInstance, dist != null ? dist.NativeInstance : null, dim);
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128 | return coords;
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129 | }
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130 |
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131 | public void BreadthFirstWalk(BreadthFirstHandler handler, int root, DirectedWalkMode mode, bool includeUnreachableFromRoot = false, object tag = null) {
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132 | igraph_bfshandler_t wrapper = (t, vid, pred, succ, rank, dist, extra) => handler != null && handler(this, vid, pred, succ, rank, dist, tag);
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133 | DllImporter.igraph_bfs(graph, root, null, (igraph_neimode_t)mode, includeUnreachableFromRoot, null, null, null, null, null, null, null, wrapper, tag);
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134 | }
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135 |
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136 | public void DepthFirstWalk(DepthFirstHandler inHandler, DepthFirstHandler outHandler, int root, DirectedWalkMode mode, bool includeUnreachableFromRoot = false, object tag = null) {
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137 | igraph_dfshandler_t inWrapper = (t, vid, dist, extra) => inHandler != null && inHandler(this, vid, dist, tag);
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138 | igraph_dfshandler_t outWrapper = (t, vid, dist, extra) => outHandler != null && outHandler(this, vid, dist, tag);
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139 | DllImporter.igraph_dfs(graph, root, (igraph_neimode_t)mode, includeUnreachableFromRoot, null, null, null, null, inWrapper, outWrapper, tag);
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140 | }
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141 | }
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142 | }
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