#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); } }