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 | using System.IO;
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25 | using System.Linq;
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26 | using System.Reflection;
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27 | using Google.OrTools.LinearSolver;
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28 | using HEAL.Attic;
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29 | using HeuristicLab.Common;
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30 | using HeuristicLab.Core;
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31 | using HeuristicLab.Data;
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32 | using HeuristicLab.Optimization;
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33 | using HeuristicLab.Parameters;
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34 |
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35 | namespace HeuristicLab.ExactOptimization.LinearProgramming {
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36 |
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37 | [Item("Mixed-Integer Linear Programming Problem (LP, MIP)", "Represents a linear/mixed integer problem.")]
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38 | [StorableType("0F6BD4A4-8C70-4922-9BA1-1F372820DD76")]
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39 | public sealed class LinearProblem : Problem, IStorableContent {
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40 |
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41 | [Storable]
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42 | private readonly IValueParameter<ILinearProblemDefinition> problemDefinitionParam;
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43 |
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44 | public LinearProblem() {
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45 | Parameters.Remove(Parameters["Operators"]);
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46 | Parameters.Add(problemDefinitionParam = new ValueParameter<ILinearProblemDefinition>("Model", "The linear programming problem",
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47 | new ProgrammableLinearProblemDefinition()) { GetsCollected = false });
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48 | }
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49 |
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50 | private LinearProblem(LinearProblem original, Cloner cloner)
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51 | : base(original, cloner) {
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52 | problemDefinitionParam = cloner.Clone(original.problemDefinitionParam);
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53 | }
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54 |
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55 | [StorableConstructor]
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56 | private LinearProblem(StorableConstructorFlag _) : base(_) { }
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57 |
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58 | public event EventHandler ProblemDefinitionChanged;
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59 |
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60 | public string Filename { get; set; }
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61 |
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62 | public ILinearProblemDefinition ProblemDefinition {
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63 | get => problemDefinitionParam.Value;
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64 | set {
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65 | if (problemDefinitionParam.Value == value)
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66 | return;
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67 | problemDefinitionParam.Value = value;
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68 | ProblemDefinitionChanged?.Invoke(this, EventArgs.Empty);
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69 | }
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70 | }
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71 |
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72 | public IValueParameter<ILinearProblemDefinition> ProblemDefinitionParameter => problemDefinitionParam;
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73 |
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74 | public override IDeepCloneable Clone(Cloner cloner) => new LinearProblem(this, cloner);
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75 |
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76 | public override void CollectParameterValues(IDictionary<string, IItem> values) {
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77 | base.CollectParameterValues(values);
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78 |
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79 | if (ProblemDefinition == null) return;
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80 |
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81 | values.Add("Model Type", new StringValue(
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82 | (ProblemDefinition.GetType().GetCustomAttributes().Single(a => a is ItemAttribute) as ItemAttribute).Name));
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83 |
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84 | if (ProblemDefinition is ProgrammableLinearProblemDefinition model) {
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85 | values.Add("Model Name", new StringValue(model.Name));
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86 | }
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87 | }
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88 |
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89 | public void ExportModel(string fileName) {
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90 | if (string.IsNullOrWhiteSpace(fileName))
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91 | throw new ArgumentNullException(nameof(fileName));
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92 | if (ProblemDefinition == null)
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93 | throw new ArgumentNullException(nameof(ProblemDefinition));
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94 |
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95 | var fileInfo = new FileInfo(fileName);
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96 |
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97 | if (!fileInfo.Directory?.Exists ?? false) {
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98 | Directory.CreateDirectory(fileInfo.Directory.FullName);
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99 | }
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100 |
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101 | var solver = new Solver(ProblemDefinition.ItemName, Solver.OptimizationProblemType.CbcMixedIntegerProgramming);
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102 |
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103 | ProblemDefinition.BuildModel(solver);
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104 |
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105 | var exportSuccessful = false;
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106 | switch (fileInfo.Extension) {
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107 | case ".lp":
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108 | var lpFormat = solver.ExportModelAsLpFormat(false);
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109 | if (!string.IsNullOrEmpty(lpFormat)) {
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110 | File.WriteAllText(fileName, lpFormat);
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111 | exportSuccessful = true;
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112 | }
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113 | break;
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114 |
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115 | case ".mps":
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116 | var mpsFormat = solver.ExportModelAsMpsFormat(false, false);
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117 | if (!string.IsNullOrEmpty(mpsFormat)) {
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118 | File.WriteAllText(fileName, mpsFormat);
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119 | exportSuccessful = true;
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120 | }
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121 | break;
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122 |
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123 | case ".prototxt":
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124 | exportSuccessful = solver.ExportModelAsProtoFormat(fileName,
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125 | (Google.OrTools.LinearSolver.ProtoWriteFormat)ProtoWriteFormat.ProtoText);
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126 | break;
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127 |
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128 | case ".bin": // remove file extension as it is added by OR-Tools
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129 | fileName = Path.ChangeExtension(fileName, null);
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130 | exportSuccessful = solver.ExportModelAsProtoFormat(fileName,
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131 | (Google.OrTools.LinearSolver.ProtoWriteFormat)ProtoWriteFormat.ProtoBinary);
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132 | break;
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133 |
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134 | default:
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135 | throw new NotSupportedException($"File format {fileInfo.Extension} to export model is not supported.");
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136 | }
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137 |
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138 | if (!exportSuccessful)
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139 | throw new InvalidOperationException($"Model could not be exported. " +
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140 | $"For details, see the log files in '{LinearSolver.LogDirectory}'.");
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141 | }
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142 |
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143 | [StorableHook(HookType.AfterDeserialization)]
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144 | private void AfterDeserialization() {
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145 | }
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146 | }
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147 | }
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