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source: branches/DataPreprocessing/HeuristicLab.DataPreprocessing/3.3/Interfaces/IPreprocessingData.cs @ 10204

Last change on this file since 10204 was 10194, checked in by pfleck, 11 years ago

Implemented InsertRow, DeleteRow, InsertColumn, DeleteColumn in PreprocessingData.

File size: 2.1 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
4 *
5 * This file is part of HeuristicLab.
6 *
7 * HeuristicLab is free software: you can redistribute it and/or modify
8 * it under the terms of the GNU General Public License as published by
9 * the Free Software Foundation, either version 3 of the License, or
10 * (at your option) any later version.
11 *
12 * HeuristicLab is distributed in the hope that it will be useful,
13 * but WITHOUT ANY WARRANTY; without even the implied warranty of
14 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
15 * GNU General Public License for more details.
16 *
17 * You should have received a copy of the GNU General Public License
18 * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
19 */
20#endregion
21
22using System.Collections.Generic;
23using HeuristicLab.Core;
24using HeuristicLab.Problems.DataAnalysis;
25
26namespace HeuristicLab.DataPreprocessing {
27
28  public interface IPreprocessingData : INamedItem {
29    T GetCell<T>(string variableName, int row);
30    void SetCell<T>(string variableName, int row, T value);
31
32    IEnumerable<T> GetValues<T>(string variableName);
33    void SetValues<T>(string variableName, IEnumerable<T> values);
34
35    void InsertRow(int rowIndex);
36    void DeleteRow(int rowIndex);
37
38    void InsertColumn<T>(string variableName, int columnIndex);
39    void DeleteColumn(string variableName);
40
41    IEnumerable<string> VariableNames { get; }
42    bool IsType<T>(string variableName);
43
44    int Columns { get; }
45    int Rows { get; }
46
47    /// <summary>
48    /// Return the indices of the missing values where the key
49    /// correspdonds to the variable name and the values to the row indices
50    /// </summary>
51    /// <returns></returns>
52    IDictionary<string, IEnumerable<int>> GetMissingValueIndices();
53
54    /// <summary>
55    /// Return the row indices of the cells which contain a missing value
56    /// </summary>
57    /// <returns></returns>
58    IEnumerable<int> GetMissingValueIndices(string variableName);
59
60    bool IsMissingValue(string variableName, int rowIndex);
61  }
62}
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