#region License Information /* HeuristicLab * Copyright (C) 2002-2013 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 HeuristicLab.Common; using HeuristicLab.Core; using HeuristicLab.DataPreprocessing.Implementations; using HeuristicLab.DataPreprocessing.Interfaces; using HeuristicLab.Optimization; using HeuristicLab.Problems.DataAnalysis; namespace HeuristicLab.DataPreprocessing { [Item("PreprocessingContext", "PreprocessingContext")] public class PreprocessingContext : Item, IPreprocessingContext { public IFilteredPreprocessingData Data { get; private set; } public IAlgorithm Algorithm { get; private set; } public IDataAnalysisProblem Problem { get; private set; } public IDataAnalysisProblemData ProblemData { get; private set; } private readonly ProblemDataCreator creator; public PreprocessingContext(IDataAnalysisProblemData dataAnalysisProblemData, IAlgorithm algorithm, IDataAnalysisProblem problem) { var transactionalPreprocessingData = new TransactionalPreprocessingData(dataAnalysisProblemData); Data = new FilteredPreprocessingData(transactionalPreprocessingData); ProblemData = dataAnalysisProblemData; Algorithm = algorithm; Problem = problem; creator = new ProblemDataCreator(this); } protected PreprocessingContext(PreprocessingContext original, Cloner cloner) : base(original, cloner) { Data = cloner.Clone(original.Data); Algorithm = original.Algorithm; Problem = original.Problem; } public override IDeepCloneable Clone(Cloner cloner) { return new PreprocessingContext(this, cloner); } public IItem Export() { if (Algorithm != null) return ExportAlgorithm(); else if (Problem != null) return ExportProblem(); return ExportProblemData(); } public IAlgorithm ExportAlgorithm() { var preprocessedAlgorithm = (IAlgorithm)Algorithm.Clone(new Cloner()); preprocessedAlgorithm.Name = preprocessedAlgorithm.Name + "(Preprocessed)"; Algorithm.Runs.Clear(); var problem = (IDataAnalysisProblem)preprocessedAlgorithm.Problem; SetNewProblemData(problem); return preprocessedAlgorithm; } public IDataAnalysisProblem ExportProblem() { var preprocessedProblem = (IDataAnalysisProblem)Problem.Clone(new Cloner()); SetNewProblemData(preprocessedProblem); return preprocessedProblem; } public IDataAnalysisProblemData ExportProblemData() { return creator.CreateProblemData(); } private void SetNewProblemData(IDataAnalysisProblem problem) { var data = creator.CreateProblemData(); problem.ProblemDataParameter.ActualValue = data; problem.Name = "Preprocessed " + problem.Name; } } }