source: branches/DataPreprocessing/HeuristicLab.Problems.DataAnalysis.Symbolic/3.4/SymbolicExpressionTreeBacktransformator.cs @ 10869

#region License Information
/* HeuristicLab
 * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
 *
 * This file is part of HeuristicLab.
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 * HeuristicLab is free software: you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
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 * 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 <http://www.gnu.org/licenses/>.
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#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<ISymbolicExpressionTree> transformationMapper;

    public SymbolicExpressionTreeBacktransformator(ITransformationMapper<ISymbolicExpressionTree> transformationMapper) {
      this.transformationMapper = transformationMapper;
    }

    public void Backtransform(IDataAnalysisModel model, IEnumerable<ITransformation> 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(ISymbolicExpressionTree transformationTree, ISymbolicExpressionTreeNode targetNode) {
      var parent = targetNode.Parent;
      int index = parent.IndexOfSubtree(targetNode);
      parent.RemoveSubtree(index);
      parent.InsertSubtree(index, transformationTree.Root.GetSubtree(0));
    }

    private bool IsVariableNode(ISymbolicExpressionTreeNode node, string variableName) {
      var variableNode = node as VariableTreeNode;
      if (variableNode == null) return false;
      return variableNode.VariableName == variableName;
    }
  }
}