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 HeuristicLab.DataImporter.Data;
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26 | using HeuristicLab.DataImporter.Data.CommandBase;
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27 | using HeuristicLab.DataImporter.Data.Model;
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28 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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29 |
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30 | namespace HeuristicLab.DataImporter.Command {
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31 | [StorableClass]
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32 | [ViewableCommandInfo("Split Dictionary-style Data", 1, ColumnGroupState.ColumnSelected | ColumnGroupState.Sorted, "Column Commands",
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33 | Position = 15)]
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34 | public class SplitDictionaryStyleDataCommand : ColumnGroupCommandWithAffectedColumnsBase {
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35 | private int addedColumnsCount;
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36 |
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37 | private SplitDictionaryStyleDataCommand()
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38 | : base(null, string.Empty, null) {
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39 | }
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40 |
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41 | public SplitDictionaryStyleDataCommand(DataSet dataSet, string columnGroupName, int[] affectedColumns)
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42 | : base(dataSet, columnGroupName, affectedColumns) {
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43 | }
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44 |
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45 | public override string Description {
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46 | get { return "Split dictionary style data"; }
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47 | }
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48 |
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49 | public override void Execute() {
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50 | base.Execute();
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51 | if (ColumnGroup.SortedColumnIndexes.Except(AffectedColumns).Count() != 1 &&
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52 | ColumnGroup.SortedColumnIndexes.Except(AffectedColumns).FirstOrDefault() == ColumnGroup.SortedColumnIndexes.ElementAt(0))
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53 | throw new CommandExecutionException("Exactly one column must be sorted as first sorted column and not selected to define the equality of the rows.", this);
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54 | if (AffectedColumns.Intersect(ColumnGroup.SortedColumnIndexes).Count() != 1)
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55 | throw new CommandExecutionException("Exactly one column must be sorted and selected to define the column which holds the grouping value.", this);
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56 | if (!AffectedColumns.Except(ColumnGroup.SortedColumnIndexes).Any())
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57 | throw new CommandExecutionException("At least one column must not be sorted but selected to define the column which holds the values for new columns.", this);
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58 |
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59 | Dictionary<IComparable, List<ColumnBase>> newColumns = new Dictionary<IComparable, List<ColumnBase>>();
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60 |
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61 | ColumnBase groupColumn = ColumnGroup.GetColumn(ColumnGroup.SortedColumnIndexes.Except(AffectedColumns).First());
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62 | if (groupColumn.ContainsNullValues) throw new CommandExecutionException("Column which defines the equality (" + groupColumn.Name + ") must not contain NULL values.", this);
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63 |
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64 | ColumnBase splitColumn = ColumnGroup.GetColumn(ColumnGroup.SortedColumnIndexes.Intersect(AffectedColumns).First());
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65 | var valueColumns = AffectedColumns.Except(ColumnGroup.SortedColumnIndexes).Select(index => ColumnGroup.GetColumn(index)).ToList();
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66 |
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67 | IComparable groupValue = groupColumn.GetValue(0); ;
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68 | IComparable splitValue;
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69 | int groupStartIndex = 0;
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70 | for (int row = 0; row < ColumnGroup.RowCount; row++) {
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71 | //check if equality value is still the same
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72 | if (groupValue.CompareTo(groupColumn.GetValue(row)) != 0) {
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73 | groupValue = groupColumn.GetValue(row);
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74 | groupStartIndex = row;
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75 | }
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76 | splitValue = splitColumn.GetValue(row);
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77 |
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78 | //create new column if new group value was detected
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79 | if (!newColumns.ContainsKey(splitValue)) {
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80 | newColumns.Add(splitValue, new List<ColumnBase>(valueColumns.Count));
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81 | int i = 0;
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82 | foreach (var valueColumn in valueColumns) {
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83 | var newColumn = valueColumn.CreateCopyOfColumnWithoutValues(valueColumn.TotalValuesCount);
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84 | newColumn.Name += "_" + splitValue;
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85 | newColumn.Resize(ColumnGroup.RowCount);
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86 | newColumns[splitValue].Add(newColumn);
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87 | i++;
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88 | }
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89 | }
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90 |
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91 |
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92 | for (int i = groupStartIndex; i < ColumnGroup.RowCount && groupValue.CompareTo(groupColumn.GetValue(i)) == 0; i++) {
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93 | for (int col = 0; col < valueColumns.Count; col++)
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94 | newColumns[splitValue][col].ChangeValue(i, valueColumns[col].GetValue(row));
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95 | }
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96 | }
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97 |
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98 | ColumnGroup.AddColumns(newColumns.Values.SelectMany(col => col));
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99 | addedColumnsCount = newColumns.Values.Sum(columns => columns.Count);
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100 | this.ColumnGroup.FireChanged();
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101 | this.ColumnGroup = null;
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102 | }
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103 |
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104 | public override void UndoExecute() {
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105 | base.UndoExecute();
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106 | for (int i = 0; i < addedColumnsCount; i++)
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107 | ColumnGroup.RemoveColumn(ColumnGroup.Columns.Count() - 1);
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108 | this.ColumnGroup.FireChanged();
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109 | this.ColumnGroup = null;
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110 | }
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111 | }
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112 | }
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