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source: branches/HeuristicLab.DataImporter/HeuristicLab.DataImporter.Command/ChangeValues/ScalingBetweenMinAndMaxCommand.cs @ 6685

Last change on this file since 6685 was 6227, checked in by gkronber, 13 years ago

#1471: fixed bug in min/max scaling command.

File size: 4.5 KB
Line 
1#region License Information
2/* HeuristicLab
3 * Copyright (C) 2002-2011 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;
23using System.Collections.Generic;
24using System.Linq;
25using System.Text;
26using System.Windows.Forms;
27using System.Xml;
28using HeuristicLab.DataImporter.Data;
29using HeuristicLab.DataImporter.Data.CommandBase;
30using HeuristicLab.DataImporter.Data.Model;
31using HeuristicLab.DataImporter.Command.View;
32using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
33
34namespace HeuristicLab.DataImporter.Command {
35  [StorableClass]
36  [ViewableCommandInfoAttribute("Scaling between Min/Max", 1, ColumnGroupState.DoubleColumnSelected, "Change Values",
37 Position = 4, OptionsView = typeof(MinMaxCommandView))]
38  public class ScalingBetweenMinAndMaxCommand : ColumnGroupCommandWithAffectedColumnsBase {
39    private List<double> oldMinValues;
40    private List<double> oldMaxValues;
41
42    private ScalingBetweenMinAndMaxCommand()
43      : base(null, string.Empty, null) {
44      oldMinValues = new List<double>();
45      oldMaxValues = new List<double>();
46    }
47
48    public ScalingBetweenMinAndMaxCommand(DataSet dataSet, string columnGroupName, int[] affectedColumns)
49      : base(dataSet, columnGroupName, affectedColumns) {
50      oldMinValues = new List<double>();
51      oldMaxValues = new List<double>();
52    }
53
54    public override string Description {
55      get { return "Scale Values between minimum and maximum"; }
56    }
57
58    [Storable]
59    private double minValue;
60    public double MinValue {
61      get { return this.minValue; }
62      set { this.minValue = value; }
63    }
64
65    [Storable]
66    private double maxValue;
67    public double MaxValue {
68      get { return maxValue; }
69      set { this.maxValue = value; }
70    }
71
72    public override void Execute() {
73      base.Execute();
74      if (maxValue < minValue)
75        throw new CommandExecutionException("Minimum must be smaller or equal than Maximum.", this);
76      DoubleColumn column;
77      int j = 0;
78      for (int i = 0; i < AffectedColumns.Length; i++) {
79        if (ColumnGroup.GetColumn(AffectedColumns[i]) is DoubleColumn) {
80          column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
81          if (column.ContainsNotNullValues) {
82            oldMinValues.Add((double)column.Minimum);
83            oldMaxValues.Add((double)column.Maximum);
84            ScaleLinear(column, oldMinValues[j], oldMaxValues[j], minValue, maxValue);
85            j++;
86          }
87        }
88      }
89      ColumnGroup.FireChanged();
90      ColumnGroup = null;
91    }
92
93    public override void UndoExecute() {
94      base.UndoExecute();
95      DoubleColumn column;
96      int j = 0;
97      for (int i = 0; i < AffectedColumns.Length; i++) {
98        if (ColumnGroup.GetColumn(i) is DoubleColumn) {
99          column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
100          if (column.ContainsNotNullValues) {
101            oldMinValues.Add((double)column.Minimum);
102            oldMaxValues.Add((double)column.Maximum);
103            ScaleLinear(column, minValue, maxValue, oldMinValues[j], oldMaxValues[j]);
104            j++;
105          }
106        }
107      }
108      oldMinValues.Clear();
109      oldMaxValues.Clear();
110      ColumnGroup.FireChanged();
111      ColumnGroup = null;
112    }
113
114    private void ScaleLinear(DoubleColumn column, double oldMin, double oldMax, double newMin, double newMax) {
115      double newRange = newMax - newMin;
116      double? actValue;
117      double oldRange = oldMax - oldMin;
118      if (oldRange == 0)
119        oldRange = 1;
120      for (int i = 0; i < column.TotalValuesCount; i++) {
121        actValue = (double?)column.GetValue(i);
122        if (actValue != null)
123          column.ChangeValue(i, newMin + newRange * (((double)actValue) - oldMin) / oldRange);
124      }
125    }
126  }
127}
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