1 | #region License Information
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2 | /* HeuristicLab
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3 | * Copyright (C) 2002-2012 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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4 | *
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5 | * This file is part of HeuristicLab.
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6 | *
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7 | * HeuristicLab is free software: you can redistribute it and/or modify
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8 | * it under the terms of the GNU General Public License as published by
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9 | * the Free Software Foundation, either version 3 of the License, or
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10 | * (at your option) any later version.
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11 | *
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12 | * HeuristicLab is distributed in the hope that it will be useful,
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13 | * but WITHOUT ANY WARRANTY; without even the implied warranty of
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14 | * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
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15 | * GNU General Public License for more details.
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16 | *
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17 | * You should have received a copy of the GNU General Public License
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18 | * along with HeuristicLab. If not, see <http://www.gnu.org/licenses/>.
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19 | */
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20 | #endregion
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21 |
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22 | using System;
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23 | using System.Collections.Generic;
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24 | using System.Linq;
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25 | using System.Text;
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26 | using System.Windows.Forms;
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27 | using System.Xml;
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28 | using HeuristicLab.DataImporter.Data;
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29 | using HeuristicLab.DataImporter.Data.CommandBase;
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30 | using HeuristicLab.DataImporter.Data.Model;
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31 | using HeuristicLab.DataImporter.Command.View;
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32 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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33 |
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34 | namespace HeuristicLab.DataImporter.Command {
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35 | [StorableClass]
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36 | [ViewableCommandInfoAttribute("Scaling between Min/Max", 1, ColumnGroupState.DoubleColumnSelected, "Change Values",
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37 | Position = 4, OptionsView = typeof(MinMaxCommandView))]
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38 | public class ScalingBetweenMinAndMaxCommand : ColumnGroupCommandWithAffectedColumnsBase {
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39 | private List<double> oldMinValues;
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40 | private List<double> oldMaxValues;
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41 |
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42 | private ScalingBetweenMinAndMaxCommand()
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43 | : base(null, string.Empty, null) {
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44 | oldMinValues = new List<double>();
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45 | oldMaxValues = new List<double>();
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46 | }
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47 |
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48 | public ScalingBetweenMinAndMaxCommand(DataSet dataSet, string columnGroupName, int[] affectedColumns)
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49 | : base(dataSet, columnGroupName, affectedColumns) {
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50 | oldMinValues = new List<double>();
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51 | oldMaxValues = new List<double>();
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52 | }
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53 |
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54 | public override string Description {
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55 | get { return "Scale Values between minimum and maximum"; }
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56 | }
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57 |
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58 | [Storable]
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59 | private double minValue;
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60 | public double MinValue {
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61 | get { return this.minValue; }
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62 | set { this.minValue = value; }
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63 | }
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64 |
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65 | [Storable]
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66 | private double maxValue;
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67 | public double MaxValue {
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68 | get { return maxValue; }
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69 | set { this.maxValue = value; }
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70 | }
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71 |
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72 | public override void Execute() {
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73 | base.Execute();
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74 | if (maxValue < minValue)
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75 | throw new CommandExecutionException("Minimum must be smaller or equal than Maximum.", this);
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76 | DoubleColumn column;
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77 | int j = 0;
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78 | for (int i = 0; i < AffectedColumns.Length; i++) {
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79 | if (ColumnGroup.GetColumn(AffectedColumns[i]) is DoubleColumn) {
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80 | column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
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81 | if (column.ContainsNotNullValues) {
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82 | oldMinValues.Add((double)column.Minimum);
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83 | oldMaxValues.Add((double)column.Maximum);
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84 | ScaleLinear(column, oldMinValues[j], oldMaxValues[j], minValue, maxValue);
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85 | j++;
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86 | }
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87 | }
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88 | }
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89 | ColumnGroup.FireChanged();
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90 | ColumnGroup = null;
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91 | }
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92 |
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93 | public override void UndoExecute() {
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94 | base.UndoExecute();
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95 | DoubleColumn column;
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96 | int j = 0;
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97 | for (int i = 0; i < AffectedColumns.Length; i++) {
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98 | if (ColumnGroup.GetColumn(i) is DoubleColumn) {
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99 | column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
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100 | if (column.ContainsNotNullValues) {
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101 | oldMinValues.Add((double)column.Minimum);
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102 | oldMaxValues.Add((double)column.Maximum);
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103 | ScaleLinear(column, minValue, maxValue, oldMinValues[j], oldMaxValues[j]);
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104 | j++;
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105 | }
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106 | }
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107 | }
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108 | oldMinValues.Clear();
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109 | oldMaxValues.Clear();
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110 | ColumnGroup.FireChanged();
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111 | ColumnGroup = null;
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112 | }
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113 |
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114 | private void ScaleLinear(DoubleColumn column, double oldMin, double oldMax, double newMin, double newMax) {
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115 | double newRange = newMax - newMin;
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116 | double? actValue;
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117 | double oldRange = oldMax - oldMin;
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118 | if (oldRange == 0)
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119 | oldRange = 1;
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120 | for (int i = 0; i < column.TotalValuesCount; i++) {
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121 | actValue = (double?)column.GetValue(i);
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122 | if (actValue != null)
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123 | column.ChangeValue(i, newMin + newRange * (((double)actValue) - oldMin) / oldRange);
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124 | }
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125 | }
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126 | }
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127 | }
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