[6134] | 1 | #region License Information
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| 2 | /* HeuristicLab
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[9615] | 3 | * Copyright (C) 2002-2013 Heuristic and Evolutionary Algorithms Laboratory (HEAL)
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[6134] | 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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[6133] | 22 | using System.Collections.Generic;
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[9614] | 23 | using HeuristicLab.DataImporter.Command.View;
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[6133] | 24 | using HeuristicLab.DataImporter.Data;
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| 25 | using HeuristicLab.DataImporter.Data.CommandBase;
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| 26 | using HeuristicLab.DataImporter.Data.Model;
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| 27 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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| 28 |
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| 29 | namespace HeuristicLab.DataImporter.Command {
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| 30 | [StorableClass]
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| 31 | [ViewableCommandInfoAttribute("Scaling between Min/Max", 1, ColumnGroupState.DoubleColumnSelected, "Change Values",
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| 32 | Position = 4, OptionsView = typeof(MinMaxCommandView))]
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| 33 | public class ScalingBetweenMinAndMaxCommand : ColumnGroupCommandWithAffectedColumnsBase {
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| 34 | private List<double> oldMinValues;
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| 35 | private List<double> oldMaxValues;
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| 36 |
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[9614] | 37 | [StorableConstructor]
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| 38 | protected ScalingBetweenMinAndMaxCommand(bool deserializing)
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| 39 | : base(deserializing) {
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[6133] | 40 | oldMinValues = new List<double>();
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| 41 | oldMaxValues = new List<double>();
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| 42 | }
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| 43 |
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| 44 | public ScalingBetweenMinAndMaxCommand(DataSet dataSet, string columnGroupName, int[] affectedColumns)
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| 45 | : base(dataSet, columnGroupName, affectedColumns) {
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| 46 | oldMinValues = new List<double>();
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| 47 | oldMaxValues = new List<double>();
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| 48 | }
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| 49 |
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| 50 | public override string Description {
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| 51 | get { return "Scale Values between minimum and maximum"; }
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| 52 | }
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| 53 |
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| 54 | [Storable]
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| 55 | private double minValue;
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| 56 | public double MinValue {
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| 57 | get { return this.minValue; }
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| 58 | set { this.minValue = value; }
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| 59 | }
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| 60 |
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| 61 | [Storable]
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| 62 | private double maxValue;
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| 63 | public double MaxValue {
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| 64 | get { return maxValue; }
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| 65 | set { this.maxValue = value; }
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| 66 | }
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| 67 |
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| 68 | public override void Execute() {
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| 69 | base.Execute();
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| 70 | if (maxValue < minValue)
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| 71 | throw new CommandExecutionException("Minimum must be smaller or equal than Maximum.", this);
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| 72 | DoubleColumn column;
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| 73 | int j = 0;
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| 74 | for (int i = 0; i < AffectedColumns.Length; i++) {
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[6227] | 75 | if (ColumnGroup.GetColumn(AffectedColumns[i]) is DoubleColumn) {
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[6133] | 76 | column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
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| 77 | if (column.ContainsNotNullValues) {
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| 78 | oldMinValues.Add((double)column.Minimum);
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| 79 | oldMaxValues.Add((double)column.Maximum);
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| 80 | ScaleLinear(column, oldMinValues[j], oldMaxValues[j], minValue, maxValue);
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| 81 | j++;
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| 82 | }
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| 83 | }
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| 84 | }
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| 85 | ColumnGroup.FireChanged();
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| 86 | ColumnGroup = null;
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| 87 | }
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| 88 |
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| 89 | public override void UndoExecute() {
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| 90 | base.UndoExecute();
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| 91 | DoubleColumn column;
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| 92 | int j = 0;
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| 93 | for (int i = 0; i < AffectedColumns.Length; i++) {
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| 94 | if (ColumnGroup.GetColumn(i) is DoubleColumn) {
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| 95 | column = (DoubleColumn)ColumnGroup.GetColumn(AffectedColumns[i]);
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| 96 | if (column.ContainsNotNullValues) {
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| 97 | oldMinValues.Add((double)column.Minimum);
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| 98 | oldMaxValues.Add((double)column.Maximum);
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| 99 | ScaleLinear(column, minValue, maxValue, oldMinValues[j], oldMaxValues[j]);
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| 100 | j++;
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| 101 | }
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| 102 | }
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| 103 | }
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| 104 | oldMinValues.Clear();
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| 105 | oldMaxValues.Clear();
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| 106 | ColumnGroup.FireChanged();
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| 107 | ColumnGroup = null;
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| 108 | }
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| 109 |
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| 110 | private void ScaleLinear(DoubleColumn column, double oldMin, double oldMax, double newMin, double newMax) {
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| 111 | double newRange = newMax - newMin;
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| 112 | double? actValue;
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| 113 | double oldRange = oldMax - oldMin;
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| 114 | if (oldRange == 0)
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| 115 | oldRange = 1;
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| 116 | for (int i = 0; i < column.TotalValuesCount; i++) {
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| 117 | actValue = (double?)column.GetValue(i);
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| 118 | if (actValue != null)
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| 119 | column.ChangeValue(i, newMin + newRange * (((double)actValue) - oldMin) / oldRange);
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| 120 | }
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| 121 | }
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| 122 | }
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| 123 | }
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