#region License Information
/* HeuristicLab
* Copyright (C) 2002-2018 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
*
* This file is part of HeuristicLab.
*
* HeuristicLab 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.
*
* HeuristicLab 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 HeuristicLab. If not, see .
*/
#endregion
using System;
using System.Collections.Generic;
using System.Drawing;
using System.Linq;
using System.Threading;
using System.Threading.Tasks;
using HeuristicLab.Collections;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Optimization {
///
/// A base class for algorithms.
///
[Item("Algorithm", "A base class for algorithms.")]
[StorableClass]
public abstract class Algorithm : ParameterizedNamedItem, IAlgorithm {
public static new Image StaticItemImage {
get { return HeuristicLab.Common.Resources.VSImageLibrary.Event; }
}
public override Image ItemImage {
get {
if (ExecutionState == ExecutionState.Prepared) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutablePrepared;
else if (ExecutionState == ExecutionState.Started) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutableStarted;
else if (ExecutionState == ExecutionState.Paused) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutablePaused;
else if (ExecutionState == ExecutionState.Stopped) return HeuristicLab.Common.Resources.VSImageLibrary.ExecutableStopped;
else return base.ItemImage;
}
}
[Storable]
private ExecutionState executionState;
public ExecutionState ExecutionState {
get { return executionState; }
private set {
if (executionState != value) {
executionState = value;
OnExecutionStateChanged();
OnItemImageChanged();
}
}
}
[Storable]
private TimeSpan executionTime;
public TimeSpan ExecutionTime {
get { return executionTime; }
protected set {
executionTime = value;
OnExecutionTimeChanged();
}
}
public virtual Type ProblemType {
get { return typeof(IProblem); }
}
[Storable]
private IProblem problem;
public IProblem Problem {
get { return problem; }
set {
if (problem != value) {
if ((value != null) && !ProblemType.IsInstanceOfType(value)) throw new ArgumentException("Invalid problem type.");
if (problem != null) DeregisterProblemEvents();
problem = value;
if (problem != null) RegisterProblemEvents();
OnProblemChanged();
Prepare();
}
}
}
public abstract ResultCollection Results { get; }
[Storable]
private bool storeAlgorithmInEachRun;
public bool StoreAlgorithmInEachRun {
get { return storeAlgorithmInEachRun; }
set {
if (storeAlgorithmInEachRun != value) {
storeAlgorithmInEachRun = value;
OnStoreAlgorithmInEachRunChanged();
}
}
}
[Storable]
protected int runsCounter;
[Storable]
private RunCollection runs;
public RunCollection Runs {
get { return runs; }
protected set {
if (value == null) throw new ArgumentNullException();
if (runs != value) {
if (runs != null) DeregisterRunsEvents();
runs = value;
if (runs != null) RegisterRunsEvents();
}
}
}
public virtual IEnumerable NestedOptimizers {
get { return Enumerable.Empty(); }
}
protected Algorithm()
: base() {
executionState = ExecutionState.Stopped;
executionTime = TimeSpan.Zero;
storeAlgorithmInEachRun = false;
runsCounter = 0;
Runs = new RunCollection { OptimizerName = Name };
}
protected Algorithm(string name)
: base(name) {
executionState = ExecutionState.Stopped;
executionTime = TimeSpan.Zero;
storeAlgorithmInEachRun = false;
runsCounter = 0;
Runs = new RunCollection { OptimizerName = Name };
}
protected Algorithm(string name, ParameterCollection parameters)
: base(name, parameters) {
executionState = ExecutionState.Stopped;
executionTime = TimeSpan.Zero;
storeAlgorithmInEachRun = false;
runsCounter = 0;
Runs = new RunCollection { OptimizerName = Name };
}
protected Algorithm(string name, string description)
: base(name, description) {
executionState = ExecutionState.Stopped;
executionTime = TimeSpan.Zero;
storeAlgorithmInEachRun = false;
runsCounter = 0;
Runs = new RunCollection { OptimizerName = Name };
}
protected Algorithm(string name, string description, ParameterCollection parameters)
: base(name, description, parameters) {
executionState = ExecutionState.Stopped;
executionTime = TimeSpan.Zero;
storeAlgorithmInEachRun = false;
runsCounter = 0;
Runs = new RunCollection { OptimizerName = Name };
}
[StorableConstructor]
protected Algorithm(bool deserializing) : base(deserializing) { }
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
Initialize();
}
protected Algorithm(Algorithm original, Cloner cloner)
: base(original, cloner) {
if (ExecutionState == ExecutionState.Started) throw new InvalidOperationException(string.Format("Clone not allowed in execution state \"{0}\".", ExecutionState));
executionState = original.executionState;
executionTime = original.executionTime;
problem = cloner.Clone(original.problem);
storeAlgorithmInEachRun = original.storeAlgorithmInEachRun;
runsCounter = original.runsCounter;
runs = cloner.Clone(original.runs);
Initialize();
}
private void Initialize() {
if (problem != null) RegisterProblemEvents();
if (runs != null) RegisterRunsEvents();
}
public virtual void Prepare() {
if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused) && (ExecutionState != ExecutionState.Stopped))
throw new InvalidOperationException(string.Format("Prepare not allowed in execution state \"{0}\".", ExecutionState));
}
public void Prepare(bool clearRuns) {
if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused) && (ExecutionState != ExecutionState.Stopped))
throw new InvalidOperationException(string.Format("Prepare not allowed in execution state \"{0}\".", ExecutionState));
if (clearRuns) runs.Clear();
Prepare();
}
public virtual void Start() {
Start(CancellationToken.None);
}
public virtual void Start(CancellationToken cancellationToken) {
if ((ExecutionState != ExecutionState.Prepared) && (ExecutionState != ExecutionState.Paused))
throw new InvalidOperationException(string.Format("Start not allowed in execution state \"{0}\".", ExecutionState));
}
public virtual async Task StartAsync() { await StartAsync(CancellationToken.None); }
public virtual async Task StartAsync(CancellationToken cancellationToken) {
await AsyncHelper.DoAsync(Start, cancellationToken);
}
public virtual void Pause() {
if (ExecutionState != ExecutionState.Started)
throw new InvalidOperationException(string.Format("Pause not allowed in execution state \"{0}\".", ExecutionState));
}
public virtual void Stop() {
if ((ExecutionState != ExecutionState.Started) && (ExecutionState != ExecutionState.Paused))
throw new InvalidOperationException(string.Format("Stop not allowed in execution state \"{0}\".", ExecutionState));
}
public override void CollectParameterValues(IDictionary values) {
base.CollectParameterValues(values);
values.Add("Algorithm Name", new StringValue(Name));
values.Add("Algorithm Type", new StringValue(this.GetType().GetPrettyName()));
if (Problem != null) {
Problem.CollectParameterValues(values);
values.Add("Problem Name", new StringValue(Problem.Name));
values.Add("Problem Type", new StringValue(Problem.GetType().GetPrettyName()));
}
}
public virtual void CollectResultValues(IDictionary values) {
values.Add("Execution Time", new TimeSpanValue(ExecutionTime));
Results.CollectResultValues(values);
}
protected override IEnumerable> GetCollectedValues(IValueParameter param) {
var children = base.GetCollectedValues(param);
foreach (var child in children) {
if (child.Value is IOperator)
yield return new KeyValuePair(child.Key, new StringValue(((IOperator)child.Value).Name));
else yield return child;
}
}
#region Events
protected override void OnNameChanged() {
base.OnNameChanged();
Runs.OptimizerName = Name;
}
public event EventHandler ExecutionStateChanged;
protected virtual void OnExecutionStateChanged() {
EventHandler handler = ExecutionStateChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler ExecutionTimeChanged;
protected virtual void OnExecutionTimeChanged() {
EventHandler handler = ExecutionTimeChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler ProblemChanged;
protected virtual void OnProblemChanged() {
EventHandler handler = ProblemChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler StoreAlgorithmInEachRunChanged;
protected virtual void OnStoreAlgorithmInEachRunChanged() {
EventHandler handler = StoreAlgorithmInEachRunChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public event EventHandler Prepared;
protected virtual void OnPrepared() {
ExecutionTime = TimeSpan.Zero;
foreach (IStatefulItem statefulObject in this.GetObjectGraphObjects(new HashSet