1 | /*
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2 | * Licensed to the Apache Software Foundation (ASF) under one or more
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3 | * contributor license agreements. See the NOTICE file distributed with
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4 | * this work for additional information regarding copyright ownership.
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5 | * The ASF licenses this file to You under the Apache License, Version 2.0
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6 | * (the "License"); you may not use this file except in compliance with
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7 | * the License. You may obtain a copy of the License at
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8 | *
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9 | * http://www.apache.org/licenses/LICENSE-2.0
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10 | *
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11 | * Unless required by applicable law or agreed to in writing, software
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12 | * distributed under the License is distributed on an "AS IS" BASIS,
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13 | * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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14 | * See the License for the specific language governing permissions and
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15 | * limitations under the License.
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16 | */
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17 | package agents.org.apache.commons.math.linear;
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18 |
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19 | import agents.org.apache.commons.math.Field;
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20 | import agents.org.apache.commons.math.FieldElement;
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21 | import agents.org.apache.commons.math.util.OpenIntToFieldHashMap;
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22 |
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23 | /**
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24 | * Sparse matrix implementation based on an open addressed map.
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25 | *
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26 | * @param <T> the type of the field elements
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27 | * @version $Revision: 811685 $ $Date: 2009-09-05 19:36:48 +0200 (sam. 05 sept. 2009) $
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28 | * @since 2.0
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29 | */
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30 | public class SparseFieldMatrix<T extends FieldElement<T>> extends AbstractFieldMatrix<T> {
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31 | /**
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32 | * Serial id
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33 | */
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34 | private static final long serialVersionUID = 9078068119297757342L;
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35 | /** Storage for (sparse) matrix elements. */
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36 | private final OpenIntToFieldHashMap<T> entries;
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37 | /**
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38 | * row dimension
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39 | */
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40 | private final int rows;
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41 | /**
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42 | * column dimension
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43 | */
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44 | private final int columns;
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45 |
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46 |
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47 | /**
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48 | * Creates a matrix with no data.
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49 | * @param field field to which the elements belong
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50 | */
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51 | public SparseFieldMatrix(final Field<T> field) {
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52 | super(field);
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53 | rows = 0;
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54 | columns= 0;
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55 | entries = new OpenIntToFieldHashMap<T>(field);
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56 | }
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57 |
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58 | /**
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59 | * Create a new SparseFieldMatrix<T> with the supplied row and column dimensions.
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60 | *
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61 | * @param field field to which the elements belong
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62 | * @param rowDimension the number of rows in the new matrix
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63 | * @param columnDimension the number of columns in the new matrix
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64 | * @throws IllegalArgumentException if row or column dimension is not positive
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65 | */
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66 | public SparseFieldMatrix(final Field<T> field,
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67 | final int rowDimension, final int columnDimension)
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68 | throws IllegalArgumentException {
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69 | super(field, rowDimension, columnDimension);
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70 | this.rows = rowDimension;
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71 | this.columns = columnDimension;
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72 | entries = new OpenIntToFieldHashMap<T>(field);
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73 | }
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74 |
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75 | /**
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76 | * Copy constructor.
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77 | * @param other The instance to copy
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78 | */
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79 | public SparseFieldMatrix(SparseFieldMatrix<T> other) {
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80 | super(other.getField(), other.getRowDimension(), other.getColumnDimension());
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81 | rows = other.getRowDimension();
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82 | columns = other.getColumnDimension();
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83 | entries = new OpenIntToFieldHashMap<T>(other.entries);
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84 | }
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85 |
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86 | /**
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87 | * Generic copy constructor.
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88 | * @param other The instance to copy
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89 | */
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90 | public SparseFieldMatrix(FieldMatrix<T> other){
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91 | super(other.getField(), other.getRowDimension(), other.getColumnDimension());
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92 | rows = other.getRowDimension();
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93 | columns = other.getColumnDimension();
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94 | entries = new OpenIntToFieldHashMap<T>(getField());
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95 | for (int i = 0; i < rows; i++) {
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96 | for (int j = 0; j < columns; j++) {
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97 | setEntry(i, j, other.getEntry(i, j));
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98 | }
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99 | }
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100 | }
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101 |
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102 | /** {@inheritDoc} */
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103 | @Override
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104 | public void addToEntry(int row, int column, T increment)
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105 | throws MatrixIndexException {
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106 | checkRowIndex(row);
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107 | checkColumnIndex(column);
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108 | final int key = computeKey(row, column);
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109 | final T value = entries.get(key).add(increment);
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110 | if (getField().getZero().equals(value)) {
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111 | entries.remove(key);
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112 | } else {
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113 | entries.put(key, value);
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114 | }
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115 |
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116 | }
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117 |
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118 | /** {@inheritDoc} */
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119 | @Override
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120 | public FieldMatrix<T> copy() {
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121 | return new SparseFieldMatrix<T>(this);
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122 | }
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123 |
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124 | /** {@inheritDoc} */
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125 | @Override
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126 | public FieldMatrix<T> createMatrix(int rowDimension, int columnDimension)
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127 | throws IllegalArgumentException {
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128 | return new SparseFieldMatrix<T>(getField(), rowDimension, columnDimension);
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129 | }
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130 |
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131 | /** {@inheritDoc} */
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132 | @Override
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133 | public int getColumnDimension() {
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134 | return columns;
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135 | }
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136 |
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137 | /** {@inheritDoc} */
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138 | @Override
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139 | public T getEntry(int row, int column) throws MatrixIndexException {
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140 | checkRowIndex(row);
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141 | checkColumnIndex(column);
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142 | return entries.get(computeKey(row, column));
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143 | }
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144 |
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145 | /** {@inheritDoc} */
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146 | @Override
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147 | public int getRowDimension() {
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148 | return rows;
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149 | }
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150 |
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151 | /** {@inheritDoc} */
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152 | @Override
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153 | public void multiplyEntry(int row, int column, T factor)
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154 | throws MatrixIndexException {
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155 | checkRowIndex(row);
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156 | checkColumnIndex(column);
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157 | final int key = computeKey(row, column);
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158 | final T value = entries.get(key).multiply(factor);
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159 | if (getField().getZero().equals(value)) {
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160 | entries.remove(key);
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161 | } else {
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162 | entries.put(key, value);
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163 | }
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164 |
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165 | }
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166 |
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167 | /** {@inheritDoc} */
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168 | @Override
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169 | public void setEntry(int row, int column, T value)
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170 | throws MatrixIndexException {
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171 | checkRowIndex(row);
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172 | checkColumnIndex(column);
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173 | if (getField().getZero().equals(value)) {
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174 | entries.remove(computeKey(row, column));
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175 | } else {
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176 | entries.put(computeKey(row, column), value);
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177 | }
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178 |
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179 | }
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180 | /**
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181 | * Compute the key to access a matrix element
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182 | * @param row row index of the matrix element
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183 | * @param column column index of the matrix element
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184 | * @return key within the map to access the matrix element
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185 | */
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186 | private int computeKey(int row, int column) {
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187 | return row * columns + column;
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188 | }
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189 |
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190 | }
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