#region License Information
/* HeuristicLab
* Copyright (C) 2002-2015 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.Collections.Generic;
using System.Linq;
using HeuristicLab.Common;
using HeuristicLab.Core;
using HeuristicLab.Data;
using HeuristicLab.Parameters;
using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
namespace HeuristicLab.Problems.DataAnalysis {
[Item("Transformation", "Represents the base class for a transformation.")]
public abstract class Transformation : ParameterizedNamedItem, ITransformation {
protected const string ColumnParameterName = "Column";
#region parameter properties
public IConstrainedValueParameter ColumnParameter {
get { return (IConstrainedValueParameter)Parameters[ColumnParameterName]; }
}
#endregion
#region properties
public abstract string ShortName { get; }
public string Column {
get { return ColumnParameter.Value.Value; }
}
#endregion
[StorableConstructor]
protected Transformation(bool deserializing) : base(deserializing) { }
protected Transformation(Transformation original, Cloner cloner) : base(original, cloner) { }
protected Transformation(IEnumerable allowedColumns) {
var allowed = new ItemSet(allowedColumns.Select(e => new StringValue(e)));
Parameters.Add(new ConstrainedValueParameter(ColumnParameterName, "Column used for the Transformation", allowed));
}
}
[Item("Transformation", "Represents the base class for a transformation.")]
[StorableClass]
public abstract class Transformation : Transformation, ITransformation {
[StorableConstructor]
protected Transformation(bool deserializing) : base(deserializing) { }
protected Transformation(Transformation original, Cloner cloner) : base(original, cloner) { }
protected Transformation(IEnumerable allowedColumns) : base(allowedColumns) { }
public abstract IEnumerable Apply(IEnumerable data);
public abstract bool Check(IEnumerable data, out string errorMsg);
}
}