1 | using System;
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2 | using System.Collections.Generic;
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3 | using System.Linq;
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4 | using System.Text;
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5 | using HeuristicLab.Collections;
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6 | using HeuristicLab.Core;
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7 | using HeuristicLab.Encodings.PackingEncoding.GroupingVector;
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8 | using HeuristicLab.Encodings.PackingEncoding.MultiComponentVector;
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9 | using HeuristicLab.Encodings.PackingEncoding.PackingSequence;
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10 | using HeuristicLab.Problems.BinPacking.Dimensions;
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11 | using HeuristicLab.Problems.BinPacking.Interfaces;
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12 | using HeuristicLab.Problems.BinPacking.PackingBin;
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13 | using HeuristicLab.Problems.BinPacking.PackingItem;
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14 | using HeuristicLab.Problems.BinPacking.Shapes;
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15 |
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16 | namespace HeuristicLab.Problems.BinPacking.Decoders {
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17 | public static class ExtremPointsFunctions2D {
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18 |
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19 |
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20 |
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21 |
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22 | public static ObservableDictionary<int, TwoDimensionalPacking> ExtremePointBasedPacking(MultiComponentVectorEncoding solution,
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23 | ItemList<RectangularPackingItem> itemMeasures, RectangularPackingBin binMeasures) {
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24 |
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25 | #region Preperations
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26 | int nrOfBins = solution.NrOfBins;
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27 |
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28 | //Get all indexes of items for every bin according to grouping-vector
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29 | Dictionary<int, List<PackingInformation>> unpackedItemIndexesPerBin = new Dictionary<int, List<PackingInformation>>();
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30 | Dictionary<int, HashSet<TwoDimensionalPacking>> extremePointsForBin = new Dictionary<int, HashSet<TwoDimensionalPacking>>();
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31 | var occupiedPoints = new List<int[,]>();
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32 |
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33 | for (int i = 0; i < nrOfBins; i++) {
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34 | unpackedItemIndexesPerBin[i] = new List<PackingInformation> (solution.PackingInformations[i]);
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35 |
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36 | extremePointsForBin[i] = new HashSet<TwoDimensionalPacking>();
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37 | extremePointsForBin[i].Add(new TwoDimensionalPacking(i, 0, 0, false));
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38 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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39 | }
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40 |
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41 | ObservableDictionary<int, TwoDimensionalPacking> itemPositions = new ObservableDictionary<int, TwoDimensionalPacking>();
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42 | var remainingItems = new List<PackingInformation>();
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43 |
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44 | #endregion Preperations
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45 |
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46 |
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47 | //Iterate over all bin-lists
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48 | for (int binNr = 0; binNr < nrOfBins; binNr++) {
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49 | //Iterate over the current bin-item-list and find feasible positions in the current bin for each item
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50 | var unpackedItems = unpackedItemIndexesPerBin[binNr];
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51 | for (int i = 0; i < unpackedItems.Count; i++) {
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52 | var itemIndex = unpackedItems[i].ItemID;
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53 | var item = itemMeasures[itemIndex];
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54 |
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55 | extremePointsForBin[binNr] = OrderExtremePoints(extremePointsForBin[binNr], occupiedPoints, binMeasures);
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56 | var positionFound = FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePointsForBin[binNr], occupiedPoints, itemPositions, unpackedItems[i].Rotated);
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57 | if (positionFound != null) {
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58 | extremePointsForBin[binNr].Remove(positionFound);
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59 | itemPositions[itemIndex] = positionFound;
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60 | occupiedPoints = OccupyPointsForNewItem(occupiedPoints, item, positionFound, itemIndex);
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61 | extremePointsForBin[binNr] = GenerateNewExtremePointsForNewItem(extremePointsForBin[binNr], occupiedPoints, item, positionFound, binMeasures);
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62 | } else {
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63 | remainingItems.Add(unpackedItems[i]);
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64 | solution.PackingInformations[binNr].Remove(unpackedItems[i]);
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65 | }
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66 | }
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67 | }
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68 |
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69 |
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70 | //Packing of remaining items
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71 | //Iterate over all bin-lists
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72 | for (int binNr = 0; binNr < nrOfBins && remainingItems.Count > 0; binNr++) {
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73 | var unpackedItems = new List<PackingInformation>(remainingItems);
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74 | //Iterate over all the remaining items
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75 | for (int i = 0; i < unpackedItems.Count; i++) {
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76 | var itemIndex = unpackedItems[i].ItemID;
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77 | var item = itemMeasures[itemIndex];
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78 |
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79 | extremePointsForBin[binNr] = OrderExtremePoints(extremePointsForBin[binNr], occupiedPoints, binMeasures);
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80 | var positionFound = FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePointsForBin[binNr], occupiedPoints, itemPositions, unpackedItems[i].Rotated);
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81 | if (positionFound != null) {
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82 | extremePointsForBin[binNr].Remove(positionFound);
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83 | itemPositions[itemIndex] = positionFound;
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84 | occupiedPoints = OccupyPointsForNewItem(occupiedPoints, item, positionFound, itemIndex);
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85 | extremePointsForBin[binNr] = GenerateNewExtremePointsForNewItem(extremePointsForBin[binNr], occupiedPoints, item, positionFound, binMeasures);
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86 | remainingItems.Remove(unpackedItems[i]);
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87 | solution.PackingInformations[binNr].Add(unpackedItems[i]);
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88 | }
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89 | }
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90 | if (remainingItems.Count > 0 && binNr + 1 >= nrOfBins) {
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91 | extremePointsForBin[nrOfBins] = new HashSet<TwoDimensionalPacking>();
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92 | extremePointsForBin[nrOfBins].Add(new TwoDimensionalPacking(nrOfBins, 0, 0, false));
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93 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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94 | solution.PackingInformations[nrOfBins] = new ItemList<PackingInformation>();
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95 | nrOfBins++;
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96 | }
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97 | }
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98 |
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99 | return itemPositions;
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100 | }
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101 |
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102 |
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103 | public static ObservableDictionary<int, TwoDimensionalPacking> ExtremePointBasedPacking(GroupingVectorEncoding solution,
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104 | ItemList<RectangularPackingItem> itemMeasures, RectangularPackingBin binMeasures) {
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105 |
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106 | #region Preperations
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107 | int nrOfBins = solution.GroupingVector.Max() + 1;
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108 |
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109 | //Get all indexes of items for every bin according to grouping-vector
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110 | Dictionary<int, List<int>> unpackedItemIndexesPerBin = new Dictionary<int, List<int>>();
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111 | Dictionary<int, HashSet<TwoDimensionalPacking>> extremePointsForBin = new Dictionary<int, HashSet<TwoDimensionalPacking>>();
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112 | var occupiedPoints = new List<int[,]>();
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113 |
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114 | for (int i = 0; i < nrOfBins; i++) {
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115 | unpackedItemIndexesPerBin[i] = solution.GroupingVector
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116 | .Select((Value, Index) => new { Value, Index })
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117 | .Where(temp => temp.Value == i)
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118 | .Select(temp => temp.Index).ToList();
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119 |
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120 | extremePointsForBin[i] = new HashSet<TwoDimensionalPacking>();
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121 | extremePointsForBin[i].Add(new TwoDimensionalPacking(i, 0, 0, false));
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122 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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123 | }
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124 |
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125 | ObservableDictionary<int, TwoDimensionalPacking> itemPositions = new ObservableDictionary<int, TwoDimensionalPacking>();
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126 | var remainingItems = new List<int>();
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127 |
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128 | #endregion Preperations
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129 |
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130 |
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131 |
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132 | //Iterate over all bin-lists
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133 | for (int binNr = 0; binNr < nrOfBins; binNr++) {
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134 | //Iterate over the current bin-item-list and find feasible positions in the current bin for each item
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135 | var unpackedItems = unpackedItemIndexesPerBin[binNr];
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136 | for (int i = 0; i < unpackedItems.Count; i++) {
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137 | var itemIndex = unpackedItems[i];
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138 | var item = itemMeasures[itemIndex];
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139 |
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140 | extremePointsForBin[binNr] = OrderExtremePoints(extremePointsForBin[binNr], occupiedPoints, binMeasures);
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141 | var positionFound = FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePointsForBin[binNr], occupiedPoints, itemPositions);
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142 | if (positionFound != null) {
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143 | extremePointsForBin[binNr].Remove(positionFound);
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144 | itemPositions[itemIndex] = positionFound;
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145 | occupiedPoints = OccupyPointsForNewItem(occupiedPoints, item, positionFound, itemIndex);
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146 | extremePointsForBin[binNr] = GenerateNewExtremePointsForNewItem(extremePointsForBin[binNr], occupiedPoints, item, positionFound, binMeasures);
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147 | } else
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148 | remainingItems.Add(itemIndex);
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149 | }
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150 | }
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151 |
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152 |
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153 |
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154 | //Packing of remaining items
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155 | //Iterate over all bin-lists
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156 | for (int binNr = 0; binNr < nrOfBins && remainingItems.Count > 0; binNr++) {
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157 | var unpackedItems = new List<int>(remainingItems);
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158 | //Iterate over all the remaining items
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159 | for (int i = 0; i < unpackedItems.Count; i++) {
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160 | var itemIndex = unpackedItems[i];
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161 | var item = itemMeasures[itemIndex];
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162 |
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163 | extremePointsForBin[binNr] = OrderExtremePoints(extremePointsForBin[binNr], occupiedPoints, binMeasures);
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164 | var positionFound = FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePointsForBin[binNr], occupiedPoints, itemPositions);
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165 | if (positionFound != null) {
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166 | extremePointsForBin[binNr].Remove(positionFound);
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167 | itemPositions[itemIndex] = positionFound;
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168 | occupiedPoints = OccupyPointsForNewItem(occupiedPoints, item, positionFound, itemIndex);
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169 | extremePointsForBin[binNr] = GenerateNewExtremePointsForNewItem(extremePointsForBin[binNr], occupiedPoints, item, positionFound, binMeasures);
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170 | remainingItems.Remove(itemIndex);
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171 | }
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172 | }
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173 | if (remainingItems.Count > 0 && binNr + 1 >= nrOfBins) {
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174 | extremePointsForBin[nrOfBins] = new HashSet<TwoDimensionalPacking>();
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175 | extremePointsForBin[nrOfBins].Add(new TwoDimensionalPacking(nrOfBins, 0, 0, false));
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176 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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177 | nrOfBins++;
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178 | }
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179 | }
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180 |
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181 | return itemPositions;
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182 | }
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183 |
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184 |
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185 | public static ObservableDictionary<int, TwoDimensionalPacking> ExtremePointBasedPacking(PackingSequenceEncoding solution,
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186 | ItemList<RectangularPackingItem> itemMeasures, RectangularPackingBin binMeasures) {
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187 |
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188 | #region Preperations
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189 | var itemPositions = new ObservableDictionary<int, TwoDimensionalPacking>();
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190 | int nrOfBins = 1;
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191 |
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192 | var occupiedPoints = new List<int[,]>();
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193 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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194 |
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195 | HashSet<TwoDimensionalPacking> extremePoints = new HashSet<TwoDimensionalPacking>();
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196 | extremePoints.Add(new TwoDimensionalPacking(0, 0, 0, false));
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197 | #endregion
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198 |
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199 | foreach (int itemIndex in solution.PackingSequence) {
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200 | var item = itemMeasures[itemIndex];
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201 | extremePoints = OrderExtremePoints(extremePoints, occupiedPoints, binMeasures);
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202 | var positionFound = FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePoints, occupiedPoints, itemPositions);
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203 | if (positionFound != null) {
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204 | extremePoints.Remove(positionFound);
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205 | }
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206 | else {
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207 | positionFound = new TwoDimensionalPacking(nrOfBins, 0, 0);
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208 | occupiedPoints = IncreaseBinCountForOccupiedPoints(occupiedPoints, binMeasures);
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209 | nrOfBins++;
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210 | }
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211 | itemPositions[itemIndex] = positionFound;
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212 | occupiedPoints = OccupyPointsForNewItem(occupiedPoints, item, positionFound, itemIndex);
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213 | extremePoints = GenerateNewExtremePointsForNewItem(extremePoints, occupiedPoints, item, positionFound, binMeasures);
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214 | }
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215 |
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216 | return itemPositions;
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217 | }
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218 |
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219 |
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220 | private static TwoDimensionalPacking FindExtremePointForItem(int itemIndex, ItemList<RectangularPackingItem> itemMeasures, RectangularPackingBin binMeasures,
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221 | HashSet<TwoDimensionalPacking> extremePoints, List<int[,]> occupiedPoints, ObservableDictionary<int, TwoDimensionalPacking> itemPositions) {
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222 | return FindExtremePointForItem(itemIndex, itemMeasures, binMeasures, extremePoints, occupiedPoints, itemPositions, false);
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223 | }
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224 | private static TwoDimensionalPacking FindExtremePointForItem(int itemIndex, ItemList<RectangularPackingItem> itemMeasures, RectangularPackingBin binMeasures,
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225 | HashSet<TwoDimensionalPacking> extremePoints, List<int[,]> occupiedPoints, ObservableDictionary<int, TwoDimensionalPacking> itemPositions, bool rotated) {
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226 |
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227 | var itemFromList = itemMeasures[itemIndex];
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228 | RectangularPackingItem item = new RectangularPackingItem(
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229 | rotated ? itemFromList.Height : itemFromList.Width,
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230 | rotated ? itemFromList.Width : itemFromList.Height,
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231 | itemFromList.TargetBin);
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232 |
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233 | int epIndex = 0;
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234 | while (epIndex < extremePoints.Count &&
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235 | (!BottomLeftFunctions.IsPositionFeasible(binMeasures, extremePoints.ElementAt(epIndex).AssignedBin, item, extremePoints.ElementAt(epIndex), itemPositions, itemMeasures)))
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236 | { epIndex++; }
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237 |
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238 | if (epIndex < extremePoints.Count) {
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239 | var result = extremePoints.ElementAt(epIndex);
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240 | result.Rotated = rotated;
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241 | return result;
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242 | }
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243 | return null;
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244 | }
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245 | private static List<int[,]> IncreaseBinCountForOccupiedPoints(List<int[,]> occupiedPoints, RectangularPackingBin binMeasures) {
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246 | occupiedPoints.Add(new int[binMeasures.Width, binMeasures.Height]);
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247 | int lastIndex = occupiedPoints.Count - 1;
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248 | for (int w = 0; w < binMeasures.Width; w++) {
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249 | for (int h = 0; h < binMeasures.Height; h++) {
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250 | occupiedPoints[lastIndex][w, h] = -1;
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251 | }
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252 | }
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253 | return occupiedPoints;
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254 | }
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255 | private static List<int[,]> OccupyPointsForNewItem(List<int[,]> occupiedPoints, RectangularPackingItem newItem, TwoDimensionalPacking position, int itemIndex) {
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256 | int width = position.Rotated ? newItem.Height : newItem.Width;
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257 | int height = position.Rotated ? newItem.Width : newItem.Height;
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258 | for (int w = position.X; w < position.X + width; w++) {
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259 | for (int h = position.Y; h < position.Y + height; h++) {
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260 | occupiedPoints[position.AssignedBin][w,h] = itemIndex;
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261 | }
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262 | }
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263 | return occupiedPoints;
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264 | }
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265 | private static HashSet<TwoDimensionalPacking> GenerateNewExtremePointsForNewItem(HashSet<TwoDimensionalPacking> extremePoints, List<int[,]> occupiedPoints,
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266 | RectangularPackingItem newItem, TwoDimensionalPacking position, RectangularPackingBin binMeasures) {
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267 | int currentBin = position.AssignedBin;
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268 |
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269 | int newWidth = position.Rotated ? newItem.Height : newItem.Width;
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270 | int newHeight = position.Rotated ? newItem.Width : newItem.Height;
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271 |
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272 | //Find ExtremePoints beginning from sourcepointX
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273 | var sourcePointX = new TwoDimensionalPacking(currentBin, position.X + newWidth, position.Y);
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274 | if (sourcePointX.X < binMeasures.Width && sourcePointX.Y < binMeasures.Height) {
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275 | //Traversing down the y-axis
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276 | int currentYValue = sourcePointX.Y;
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277 | while (currentYValue > 0 && occupiedPoints[currentBin][sourcePointX.X, currentYValue] == -1) {
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278 | currentYValue--;
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279 | }
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280 | extremePoints.Add(new TwoDimensionalPacking(currentBin, sourcePointX.X, currentYValue));
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281 | }
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282 |
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283 |
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284 |
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285 |
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286 | //Find ExtremePoints beginning from sourcepointY
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287 | var sourcePointY = new TwoDimensionalPacking(currentBin, position.X, position.Y + newItem.Height);
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288 | if (sourcePointY.X < binMeasures.Width && sourcePointY.Y < binMeasures.Height) {
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289 | //Traversing down the x-axis
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290 | int currentXValue = sourcePointY.X;
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291 | while (currentXValue > 0 && occupiedPoints[currentBin][currentXValue - 1, sourcePointY.Y] == -1) {
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292 | currentXValue--;
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293 | }
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294 | extremePoints.Add(new TwoDimensionalPacking(currentBin, currentXValue, sourcePointY.Y));
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295 | }
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296 |
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297 |
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298 | return extremePoints;
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299 | }
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300 |
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301 | public static HashSet<TwoDimensionalPacking> OrderExtremePoints(HashSet<TwoDimensionalPacking> hashSet, List<int[,]> occupiedPoints, RectangularPackingBin binMeasures) {
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302 | return new HashSet<TwoDimensionalPacking>(hashSet.OrderBy(ep => ep.AssignedBin).ThenBy(ep => ep.X).ThenBy(ep => ep.Y).ThenBy(ep => ShortestPossibleSideFromEP(ep, occupiedPoints, binMeasures)));
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303 | }
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304 | private static int ShortestPossibleSideFromEP(TwoDimensionalPacking ep, List<int[,]> occupiedPoints, RectangularPackingBin binMeasures) {
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305 | int shortestSide = int.MaxValue;
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306 |
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307 | if (ep.X >= binMeasures.Width || ep.Y >= binMeasures.Height)
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308 | return shortestSide;
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309 |
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310 | int currentX = ep.X;
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311 | while (currentX < binMeasures.Width && occupiedPoints[ep.AssignedBin][currentX, ep.Y] == -1) { currentX++; }
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312 | if (currentX - ep.X < shortestSide)
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313 | shortestSide = currentX - ep.X;
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314 |
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315 | int currentY = ep.Y;
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316 | while (currentY < binMeasures.Height && occupiedPoints[ep.AssignedBin][ep.X, currentY] == -1) { currentY++; }
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317 | if (currentY - ep.Y < shortestSide)
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318 | shortestSide = currentY - ep.Y;
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319 |
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320 | return shortestSide;
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321 | }
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322 | }
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323 | }
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