#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; using System.Collections.Generic; using System.Linq; namespace HeuristicLab.DataPreprocessing { public class SearchLogic : ISearchLogic { private readonly ITransactionalPreprocessingData preprocessingData; public SearchLogic(ITransactionalPreprocessingData thePreprocessingData) { preprocessingData = thePreprocessingData; } public IDictionary> GetMissingValueIndices() { var dic = new Dictionary>(); foreach (string variableName in preprocessingData.VariableNames) { dic.Add(variableName, GetMissingValueIndices(preprocessingData.GetColumnIndex(variableName))); } return dic; } public bool IsMissingValue(int columnIndex, int rowIndex) { if (preprocessingData.IsType(columnIndex)) { return double.IsNaN(preprocessingData.GetCell(columnIndex, rowIndex)); } else if (preprocessingData.IsType(columnIndex)) { return string.IsNullOrEmpty(preprocessingData.GetCell(columnIndex, rowIndex)); } else if (preprocessingData.IsType(columnIndex)) { return preprocessingData.GetCell(columnIndex, rowIndex).Equals(DateTime.MinValue); } else { throw new ArgumentException("cell in column " + columnIndex + " and row index " + rowIndex + " contains a non supported type."); } } public IEnumerable GetMissingValueIndices(int columnIndex) { if (preprocessingData.IsType(columnIndex)) { return preprocessingData.GetValues(columnIndex).Select((s, i) => new { i, s }).Where(t => double.IsNaN(t.s)).Select(t => t.i); } else if (preprocessingData.IsType(columnIndex)) { return preprocessingData.GetValues(columnIndex).Select((s, i) => new { i, s }).Where(t => string.IsNullOrEmpty(t.s)).Select(t => t.i); } else if (preprocessingData.IsType(columnIndex)) { return preprocessingData.GetValues(columnIndex).Select((s, i) => new { i, s }).Where(t => t.s.Equals(DateTime.MinValue)).Select(t => t.i); } else { throw new ArgumentException("column " + columnIndex + " contains a non supported type."); } } } }