#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.");
}
}
}
}