#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 System.Collections.Generic; using System.Linq; using HeuristicLab.Encodings.SymbolicExpressionTreeEncoding; using HeuristicLab.Problems.DataAnalysis.Transformations; namespace HeuristicLab.Problems.DataAnalysis.Symbolic { public class SymbolicExpressionTreeBacktransformator : IModelBacktransformator { private readonly ITransformationMapper transformationMapper; public SymbolicExpressionTreeBacktransformator(ITransformationMapper transformationMapper) { this.transformationMapper = transformationMapper; } public void Backtransform(IDataAnalysisModel model, IEnumerable transformations) { var symbolicModel = (ISymbolicDataAnalysisModel)model; foreach (var transformation in transformations) { ApplyBacktransformation(transformation, symbolicModel.SymbolicExpressionTree); } } private void ApplyBacktransformation(ITransformation transformation, ISymbolicExpressionTree symbolicExpressionTree) { var variableNodes = symbolicExpressionTree.IterateNodesBreadth() .Where(n => IsVariableNode(n, transformation.Column)); var transformationTree = transformationMapper.GenerateModel(transformation); foreach (var variableNode in variableNodes) { SwapTransformationTree(transformationTree, variableNode); } } private void SwapTransformationTree(ISymbolicExpressionTreeNode transformationTreeNode, ISymbolicExpressionTreeNode targetNode) { var parent = targetNode.Parent; int index = parent.IndexOfSubtree(targetNode); parent.RemoveSubtree(index); parent.InsertSubtree(index, transformationTreeNode); } private bool IsVariableNode(ISymbolicExpressionTreeNode node, string variableName) { var variableNode = node as VariableTreeNode; if (variableNode == null) return false; return variableNode.VariableName == variableName; } } }