[2851] | 1 | #region License Information
|
---|
| 2 | /* HeuristicLab
|
---|
[7259] | 3 | * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
|
---|
[2851] | 4 | *
|
---|
| 5 | * This file is part of HeuristicLab.
|
---|
| 6 | *
|
---|
| 7 | * HeuristicLab is free software: you can redistribute it and/or modify
|
---|
| 8 | * it under the terms of the GNU General Public License as published by
|
---|
| 9 | * the Free Software Foundation, either version 3 of the License, or
|
---|
| 10 | * (at your option) any later version.
|
---|
| 11 | *
|
---|
| 12 | * HeuristicLab is distributed in the hope that it will be useful,
|
---|
| 13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
|
---|
| 14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
|
---|
| 15 | * GNU General Public License for more details.
|
---|
| 16 | *
|
---|
| 17 | * You should have received a copy of the GNU General Public License
|
---|
| 18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
|
---|
| 19 | */
|
---|
| 20 | #endregion
|
---|
| 21 |
|
---|
| 22 | using System;
|
---|
[3260] | 23 | using System.Collections.Generic;
|
---|
[2851] | 24 | using System.Drawing;
|
---|
[5419] | 25 | using System.Linq;
|
---|
[3716] | 26 | using HeuristicLab.Collections;
|
---|
[2851] | 27 | using HeuristicLab.Common;
|
---|
| 28 | using HeuristicLab.Core;
|
---|
[3694] | 29 | using HeuristicLab.Data;
|
---|
[2851] | 30 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
|
---|
| 31 |
|
---|
| 32 | namespace HeuristicLab.Optimization {
|
---|
| 33 | /// <summary>
|
---|
| 34 | /// A base class for algorithms.
|
---|
| 35 | /// </summary>
|
---|
| 36 | [Item("Algorithm", "A base class for algorithms.")]
|
---|
[3017] | 37 | [StorableClass]
|
---|
[4437] | 38 | public abstract class Algorithm : ParameterizedNamedItem, IAlgorithm {
|
---|
[7201] | 39 | public static new Image StaticItemImage {
|
---|
| 40 | get { return HeuristicLab.Common.Resources.VSImageLibrary.Event; }
|
---|
| 41 | }
|
---|
[2851] | 42 | public override Image ItemImage {
|
---|
[3351] | 43 | get {
|
---|
[5287] | 44 | if (ExecutionState == ExecutionState.Prepared) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutablePrepared;
|
---|
| 45 | else if (ExecutionState == ExecutionState.Started) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutableStarted;
|
---|
| 46 | else if (ExecutionState == ExecutionState.Paused) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutablePaused;
|
---|
| 47 | else if (ExecutionState == ExecutionState.Stopped) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutableStopped;
|
---|
[7201] | 48 | else return base.ItemImage;
|
---|
[3351] | 49 | }
|
---|
[2851] | 50 | }
|
---|
| 51 |
|
---|
[3262] | 52 | [Storable]
|
---|
| 53 | private ExecutionState executionState;
|
---|
| 54 | public ExecutionState ExecutionState {
|
---|
| 55 | get { return executionState; }
|
---|
| 56 | private set {
|
---|
| 57 | if (executionState != value) {
|
---|
| 58 | executionState = value;
|
---|
| 59 | OnExecutionStateChanged();
|
---|
[3351] | 60 | OnItemImageChanged();
|
---|
[3262] | 61 | }
|
---|
| 62 | }
|
---|
| 63 | }
|
---|
| 64 |
|
---|
| 65 | [Storable]
|
---|
| 66 | private TimeSpan executionTime;
|
---|
| 67 | public TimeSpan ExecutionTime {
|
---|
| 68 | get { return executionTime; }
|
---|
| 69 | protected set {
|
---|
| 70 | executionTime = value;
|
---|
| 71 | OnExecutionTimeChanged();
|
---|
| 72 | }
|
---|
| 73 | }
|
---|
| 74 |
|
---|
[2852] | 75 | public virtual Type ProblemType {
|
---|
| 76 | get { return typeof(IProblem); }
|
---|
| 77 | }
|
---|
| 78 |
|
---|
[3280] | 79 | [Storable]
|
---|
[2851] | 80 | private IProblem problem;
|
---|
| 81 | public IProblem Problem {
|
---|
| 82 | get { return problem; }
|
---|
| 83 | set {
|
---|
| 84 | if (problem != value) {
|
---|
[2852] | 85 | if ((value != null) && !ProblemType.IsInstanceOfType(value)) throw new ArgumentException("Invalid problem type.");
|
---|
| 86 | if (problem != null) DeregisterProblemEvents();
|
---|
[2851] | 87 | problem = value;
|
---|
[2852] | 88 | if (problem != null) RegisterProblemEvents();
|
---|
[2851] | 89 | OnProblemChanged();
|
---|
[2864] | 90 | Prepare();
|
---|
[2851] | 91 | }
|
---|
| 92 | }
|
---|
| 93 | }
|
---|
| 94 |
|
---|
[3226] | 95 | public abstract ResultCollection Results { get; }
|
---|
[2882] | 96 |
|
---|
[3275] | 97 | [Storable]
|
---|
[4102] | 98 | private bool storeAlgorithmInEachRun;
|
---|
| 99 | public bool StoreAlgorithmInEachRun {
|
---|
| 100 | get { return storeAlgorithmInEachRun; }
|
---|
| 101 | set {
|
---|
| 102 | if (storeAlgorithmInEachRun != value) {
|
---|
| 103 | storeAlgorithmInEachRun = value;
|
---|
| 104 | OnStoreAlgorithmInEachRunChanged();
|
---|
| 105 | }
|
---|
| 106 | }
|
---|
| 107 | }
|
---|
| 108 |
|
---|
| 109 | [Storable]
|
---|
[3280] | 110 | protected int runsCounter;
|
---|
| 111 |
|
---|
| 112 | [Storable]
|
---|
[3275] | 113 | private RunCollection runs;
|
---|
| 114 | public RunCollection Runs {
|
---|
| 115 | get { return runs; }
|
---|
[3716] | 116 | protected set {
|
---|
| 117 | if (value == null) throw new ArgumentNullException();
|
---|
| 118 | if (runs != value) {
|
---|
| 119 | if (runs != null) DeregisterRunsEvents();
|
---|
| 120 | runs = value;
|
---|
| 121 | if (runs != null) RegisterRunsEvents();
|
---|
| 122 | }
|
---|
| 123 | }
|
---|
[3275] | 124 | }
|
---|
| 125 |
|
---|
[5419] | 126 | public virtual IEnumerable<IOptimizer> NestedOptimizers {
|
---|
| 127 | get { return Enumerable.Empty<IOptimizer>(); }
|
---|
| 128 | }
|
---|
| 129 |
|
---|
[3262] | 130 | protected Algorithm()
|
---|
| 131 | : base() {
|
---|
| 132 | executionState = ExecutionState.Stopped;
|
---|
| 133 | executionTime = TimeSpan.Zero;
|
---|
[5203] | 134 | storeAlgorithmInEachRun = false;
|
---|
[3280] | 135 | runsCounter = 0;
|
---|
[3716] | 136 | Runs = new RunCollection();
|
---|
[2851] | 137 | }
|
---|
[3262] | 138 | protected Algorithm(string name)
|
---|
| 139 | : base(name) {
|
---|
| 140 | executionState = ExecutionState.Stopped;
|
---|
| 141 | executionTime = TimeSpan.Zero;
|
---|
[5203] | 142 | storeAlgorithmInEachRun = false;
|
---|
[3280] | 143 | runsCounter = 0;
|
---|
[3716] | 144 | Runs = new RunCollection();
|
---|
[2851] | 145 | }
|
---|
[3262] | 146 | protected Algorithm(string name, ParameterCollection parameters)
|
---|
| 147 | : base(name, parameters) {
|
---|
| 148 | executionState = ExecutionState.Stopped;
|
---|
| 149 | executionTime = TimeSpan.Zero;
|
---|
[5203] | 150 | storeAlgorithmInEachRun = false;
|
---|
[3280] | 151 | runsCounter = 0;
|
---|
[3716] | 152 | Runs = new RunCollection();
|
---|
[3262] | 153 | }
|
---|
| 154 | protected Algorithm(string name, string description)
|
---|
| 155 | : base(name, description) {
|
---|
| 156 | executionState = ExecutionState.Stopped;
|
---|
| 157 | executionTime = TimeSpan.Zero;
|
---|
[5203] | 158 | storeAlgorithmInEachRun = false;
|
---|
[3280] | 159 | runsCounter = 0;
|
---|
[3716] | 160 | Runs = new RunCollection();
|
---|
[3262] | 161 | }
|
---|
| 162 | protected Algorithm(string name, string description, ParameterCollection parameters)
|
---|
| 163 | : base(name, description, parameters) {
|
---|
| 164 | executionState = ExecutionState.Stopped;
|
---|
| 165 | executionTime = TimeSpan.Zero;
|
---|
[5203] | 166 | storeAlgorithmInEachRun = false;
|
---|
[3280] | 167 | runsCounter = 0;
|
---|
[3716] | 168 | Runs = new RunCollection();
|
---|
[3262] | 169 | }
|
---|
[3280] | 170 | [StorableConstructor]
|
---|
[5203] | 171 | protected Algorithm(bool deserializing) : base(deserializing) { }
|
---|
[3280] | 172 | [StorableHook(HookType.AfterDeserialization)]
|
---|
[4722] | 173 | private void AfterDeserialization() {
|
---|
| 174 | Initialize();
|
---|
[3280] | 175 | }
|
---|
| 176 |
|
---|
[4722] | 177 | protected Algorithm(Algorithm original, Cloner cloner)
|
---|
| 178 | : base(original, cloner) {
|
---|
[3280] | 179 | if (ExecutionState == ExecutionState.Started) throw new InvalidOperationException(string.Format("Clone not allowed in execution state \"{0}\".", ExecutionState));
|
---|
[4722] | 180 | executionState = original.executionState;
|
---|
| 181 | executionTime = original.executionTime;
|
---|
| 182 | problem = cloner.Clone(original.problem);
|
---|
| 183 | storeAlgorithmInEachRun = original.storeAlgorithmInEachRun;
|
---|
| 184 | runsCounter = original.runsCounter;
|
---|
| 185 | runs = cloner.Clone(original.runs);
|
---|
| 186 | Initialize();
|
---|
[2851] | 187 | }
|
---|
[4722] | 188 |
|
---|
| 189 | private void Initialize() {
|
---|
| 190 | if (problem != null) RegisterProblemEvents();
|
---|
| 191 | if (runs != null) RegisterRunsEvents();
|
---|
[3286] | 192 | }
|
---|
[2851] | 193 |
|
---|
[3275] | 194 | public virtual void Prepare() {
|
---|
| 195 | if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused) && (ExecutionState != ExecutionState.Stopped))
|
---|
| 196 | throw new InvalidOperationException(string.Format("Prepare not allowed in execution state \"{0}\".", ExecutionState));
|
---|
[3274] | 197 | }
|
---|
[3275] | 198 | public void Prepare(bool clearRuns) {
|
---|
[3262] | 199 | if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused) && (ExecutionState != ExecutionState.Stopped))
|
---|
| 200 | throw new InvalidOperationException(string.Format("Prepare not allowed in execution state \"{0}\".", ExecutionState));
|
---|
[3716] | 201 | if (clearRuns) runs.Clear();
|
---|
[3275] | 202 | Prepare();
|
---|
[2851] | 203 | }
|
---|
[3262] | 204 | public virtual void Start() {
|
---|
| 205 | if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused))
|
---|
| 206 | throw new InvalidOperationException(string.Format("Start not allowed in execution state \"{0}\".", ExecutionState));
|
---|
[2851] | 207 | }
|
---|
[3262] | 208 | public virtual void Pause() {
|
---|
| 209 | if (ExecutionState != ExecutionState.Started)
|
---|
| 210 | throw new InvalidOperationException(string.Format("Pause not allowed in execution state \"{0}\".", ExecutionState));
|
---|
[2851] | 211 | }
|
---|
[3262] | 212 | public virtual void Stop() {
|
---|
| 213 | if ((ExecutionState != ExecutionState.Started) && (ExecutionState != ExecutionState.Paused))
|
---|
| 214 | throw new InvalidOperationException(string.Format("Stop not allowed in execution state \"{0}\".", ExecutionState));
|
---|
| 215 | }
|
---|
[2851] | 216 |
|
---|
[3260] | 217 | public override void CollectParameterValues(IDictionary<string, IItem> values) {
|
---|
| 218 | base.CollectParameterValues(values);
|
---|
[3785] | 219 | values.Add("Algorithm Name", new StringValue(Name));
|
---|
| 220 | values.Add("Algorithm Type", new StringValue(this.GetType().GetPrettyName()));
|
---|
| 221 | if (Problem != null) {
|
---|
| 222 | Problem.CollectParameterValues(values);
|
---|
| 223 | values.Add("Problem Name", new StringValue(Problem.Name));
|
---|
| 224 | values.Add("Problem Type", new StringValue(Problem.GetType().GetPrettyName()));
|
---|
| 225 | }
|
---|
[3260] | 226 | }
|
---|
| 227 | public virtual void CollectResultValues(IDictionary<string, IItem> values) {
|
---|
[3694] | 228 | values.Add("Execution Time", new TimeSpanValue(ExecutionTime));
|
---|
[5809] | 229 | CollectResultsRecursively("", Results, values);
|
---|
[3260] | 230 | }
|
---|
| 231 |
|
---|
[5809] | 232 | private void CollectResultsRecursively(string path, ResultCollection results, IDictionary<string, IItem> values) {
|
---|
| 233 | foreach (IResult result in results) {
|
---|
| 234 | values.Add(path + result.Name, result.Value);
|
---|
| 235 | ResultCollection childCollection = result.Value as ResultCollection;
|
---|
| 236 | if (childCollection != null) {
|
---|
| 237 | CollectResultsRecursively(path + result.Name + ".", childCollection, values);
|
---|
| 238 | }
|
---|
| 239 | }
|
---|
| 240 | }
|
---|
| 241 |
|
---|
[7706] | 242 | protected override IEnumerable<KeyValuePair<string, IItem>> GetCollectedValues(IValueParameter param) {
|
---|
| 243 | var children = base.GetCollectedValues(param);
|
---|
[7579] | 244 | foreach (var child in children) {
|
---|
| 245 | if (child.Value is IOperator)
|
---|
| 246 | yield return new KeyValuePair<string, IItem>(child.Key, new StringValue(((IOperator)child.Value).Name));
|
---|
| 247 | else yield return child;
|
---|
| 248 | }
|
---|
| 249 | }
|
---|
| 250 |
|
---|
[2851] | 251 | #region Events
|
---|
[3262] | 252 | public event EventHandler ExecutionStateChanged;
|
---|
| 253 | protected virtual void OnExecutionStateChanged() {
|
---|
| 254 | EventHandler handler = ExecutionStateChanged;
|
---|
| 255 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[2851] | 256 | }
|
---|
| 257 | public event EventHandler ExecutionTimeChanged;
|
---|
| 258 | protected virtual void OnExecutionTimeChanged() {
|
---|
[3262] | 259 | EventHandler handler = ExecutionTimeChanged;
|
---|
| 260 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[2851] | 261 | }
|
---|
[3262] | 262 | public event EventHandler ProblemChanged;
|
---|
| 263 | protected virtual void OnProblemChanged() {
|
---|
| 264 | EventHandler handler = ProblemChanged;
|
---|
| 265 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[3226] | 266 | }
|
---|
[4102] | 267 | public event EventHandler StoreAlgorithmInEachRunChanged;
|
---|
| 268 | protected virtual void OnStoreAlgorithmInEachRunChanged() {
|
---|
| 269 | EventHandler handler = StoreAlgorithmInEachRunChanged;
|
---|
| 270 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
| 271 | }
|
---|
[2851] | 272 | public event EventHandler Prepared;
|
---|
| 273 | protected virtual void OnPrepared() {
|
---|
[3275] | 274 | ExecutionTime = TimeSpan.Zero;
|
---|
[8212] | 275 | foreach (IStatefulItem statefulObject in this.GetObjectGraphObjects(new HashSet<object>() { Runs }).OfType<IStatefulItem>()) {
|
---|
[6103] | 276 | statefulObject.InitializeState();
|
---|
| 277 | }
|
---|
[8155] | 278 | ExecutionState = ExecutionState.Prepared;
|
---|
[3262] | 279 | EventHandler handler = Prepared;
|
---|
| 280 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[2851] | 281 | }
|
---|
| 282 | public event EventHandler Started;
|
---|
| 283 | protected virtual void OnStarted() {
|
---|
[3262] | 284 | ExecutionState = ExecutionState.Started;
|
---|
| 285 | EventHandler handler = Started;
|
---|
| 286 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[2851] | 287 | }
|
---|
[3262] | 288 | public event EventHandler Paused;
|
---|
| 289 | protected virtual void OnPaused() {
|
---|
| 290 | ExecutionState = ExecutionState.Paused;
|
---|
| 291 | EventHandler handler = Paused;
|
---|
| 292 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
| 293 | }
|
---|
[2851] | 294 | public event EventHandler Stopped;
|
---|
| 295 | protected virtual void OnStopped() {
|
---|
[8212] | 296 | foreach (IStatefulItem statefulObject in this.GetObjectGraphObjects(new HashSet<object>() { Runs }).OfType<IStatefulItem>()) {
|
---|
[6103] | 297 | statefulObject.ClearState();
|
---|
| 298 | }
|
---|
[3280] | 299 | runsCounter++;
|
---|
[3694] | 300 | runs.Add(new Run(string.Format("{0} Run {1}", Name, runsCounter), this));
|
---|
[8155] | 301 | ExecutionState = ExecutionState.Stopped;
|
---|
[3262] | 302 | EventHandler handler = Stopped;
|
---|
| 303 | if (handler != null) handler(this, EventArgs.Empty);
|
---|
[2851] | 304 | }
|
---|
| 305 | public event EventHandler<EventArgs<Exception>> ExceptionOccurred;
|
---|
| 306 | protected virtual void OnExceptionOccurred(Exception exception) {
|
---|
[3262] | 307 | EventHandler<EventArgs<Exception>> handler = ExceptionOccurred;
|
---|
| 308 | if (handler != null) handler(this, new EventArgs<Exception>(exception));
|
---|
[2851] | 309 | }
|
---|
[2975] | 310 |
|
---|
[2852] | 311 | protected virtual void DeregisterProblemEvents() {
|
---|
[2975] | 312 | problem.OperatorsChanged -= new EventHandler(Problem_OperatorsChanged);
|
---|
[3739] | 313 | problem.Reset -= new EventHandler(Problem_Reset);
|
---|
[2852] | 314 | }
|
---|
| 315 | protected virtual void RegisterProblemEvents() {
|
---|
[2975] | 316 | problem.OperatorsChanged += new EventHandler(Problem_OperatorsChanged);
|
---|
[3739] | 317 | problem.Reset += new EventHandler(Problem_Reset);
|
---|
[2852] | 318 | }
|
---|
[2975] | 319 | protected virtual void Problem_OperatorsChanged(object sender, EventArgs e) { }
|
---|
[3739] | 320 | protected virtual void Problem_Reset(object sender, EventArgs e) {
|
---|
| 321 | Prepare();
|
---|
| 322 | }
|
---|
[3716] | 323 |
|
---|
| 324 | protected virtual void DeregisterRunsEvents() {
|
---|
| 325 | runs.CollectionReset -= new CollectionItemsChangedEventHandler<IRun>(Runs_CollectionReset);
|
---|
| 326 | }
|
---|
| 327 | protected virtual void RegisterRunsEvents() {
|
---|
| 328 | runs.CollectionReset += new CollectionItemsChangedEventHandler<IRun>(Runs_CollectionReset);
|
---|
| 329 | }
|
---|
| 330 | protected virtual void Runs_CollectionReset(object sender, CollectionItemsChangedEventArgs<IRun> e) {
|
---|
| 331 | runsCounter = runs.Count;
|
---|
| 332 | }
|
---|
[2851] | 333 | #endregion
|
---|
| 334 | }
|
---|
| 335 | }
|
---|