#region License Information
/* HeuristicLab
* Copyright (C) 2002-2011 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 HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Optimization;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.DataAnalysis {
[StorableClass]
public abstract class DataAnalysisProblem : Problem,
IDataAnalysisProblem
where T : class, IDataAnalysisProblemData {
private const string ProblemDataParameterName = "ProblemData";
private const string ProblemDataParameterDescription = "The data set, target variable and input variables of the data analysis problem.";
#region parameter properties
IParameter IDataAnalysisProblem.ProblemDataParameter {
get { return ProblemDataParameter; }
}
public IValueParameter ProblemDataParameter {
get { return (IValueParameter)Parameters[ProblemDataParameterName]; }
}
#endregion
#region properties
IDataAnalysisProblemData IDataAnalysisProblem.ProblemData {
get { return ProblemData; }
}
public T ProblemData {
get { return ProblemDataParameter.Value; }
protected set {
ProblemDataParameter.Value = value;
}
}
#endregion
protected DataAnalysisProblem(DataAnalysisProblem original, Cloner cloner)
: base(original, cloner) {
RegisterEventHandlers();
}
[StorableConstructor]
protected DataAnalysisProblem(bool deserializing) : base(deserializing) { }
public DataAnalysisProblem()
: base() {
Parameters.Add(new ValueParameter(ProblemDataParameterName, ProblemDataParameterDescription));
RegisterEventHandlers();
}
[StorableHook(HookType.AfterDeserialization)]
private void AfterDeserialization() {
RegisterEventHandlers();
}
private void RegisterEventHandlers() {
ProblemDataParameter.ValueChanged += new EventHandler(ProblemDataParameter_ValueChanged);
if (ProblemDataParameter.Value != null) ProblemDataParameter.Value.Changed += new EventHandler(ProblemData_Changed);
}
private void ProblemDataParameter_ValueChanged(object sender, EventArgs e) {
ProblemDataParameter.Value.Changed += new EventHandler(ProblemData_Changed);
OnProblemDataChanged();
OnReset();
}
private void ProblemData_Changed(object sender, EventArgs e) {
OnReset();
}
public event EventHandler ProblemDataChanged;
protected virtual void OnProblemDataChanged() {
var handler = ProblemDataChanged;
if (handler != null) handler(this, EventArgs.Empty);
}
public abstract void ImportProblemDataFromFile(string fileName);
public abstract void CreateProblemDataFromBenchmark(IDataAnalysisBenchmarkProblemDataGenerator benchmarkGenerator);
public abstract IEnumerable GetBenchmarkProblemDataGenerators();
}
}