1 | using System;
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2 | using System.Collections;
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3 | using System.Collections.Generic;
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4 | using System.Linq;
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5 | using HeuristicLab.Common;
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6 | using HeuristicLab.Persistence.Default.CompositeSerializers.Storable;
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7 |
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8 | namespace HeuristicLab.Algorithms.DataAnalysis.SymRegGrammarEnumeration.GrammarEnumeration {
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9 | /// <summary>
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10 | /// A least-recently-used cache stored like a dictionary.
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11 | /// </summary>
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12 | /// <typeparam name="TKey">
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13 | /// The type of the key to the cached item
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14 | /// </typeparam>
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15 | /// <typeparam name="TValue">
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16 | /// The type of the cached item.
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17 | /// </typeparam>
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18 | /// <remarks>
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19 | /// Derived from https://stackoverflow.com/a/3719378/240845
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20 | /// </remarks>
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21 | [StorableClass]
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22 | public class LruCache<TKey, TValue> : DeepCloneable, IDictionary<TKey, TValue> {
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23 | private Dictionary<TKey, LinkedListNode<LruCacheItem>> cacheMap = new Dictionary<TKey, LinkedListNode<LruCacheItem>>();
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24 | private LinkedList<LruCacheItem> lruList = new LinkedList<LruCacheItem>();
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25 | private readonly Action<TValue> dispose;
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26 |
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27 | [Storable]
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28 | // since a linked list is not directly serializable we use a list of { key, value, index } tuples
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29 | // the index is necessary to be able to restore the linked list with the correct order of nodes
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30 | private List<Tuple<TKey, TValue, int>> cacheItems {
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31 | get {
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32 | var indexedNodes = lruList.Select((lruCacheItem, index) => new { lruCacheItem, index }).ToDictionary(x => x.lruCacheItem, x => x.index);
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33 | return cacheMap.Select(x => Tuple.Create(x.Key, x.Value.Value.Value, indexedNodes[x.Value.Value])).ToList();
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34 | }
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35 | set {
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36 | lruList = new LinkedList<LruCacheItem>();
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37 | cacheMap = new Dictionary<TKey, LinkedListNode<LruCacheItem>>();
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38 | foreach (var t in value.OrderBy(x => x.Item3)) {
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39 | var key = t.Item1;
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40 | var val = t.Item2;
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41 | var item = new LruCacheItem(key, val);
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42 | var node = new LinkedListNode<LruCacheItem>(item);
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43 | lruList.AddLast(node);
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44 | cacheMap.Add(key, node);
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45 | }
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46 | }
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47 | }
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48 |
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49 | /// <summary>
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50 | /// Initializes a new instance of the <see cref="LruCache{TKey, TValue}"/>
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51 | /// class.
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52 | /// </summary>
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53 | /// <param name="capacity">
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54 | /// Maximum number of elements to cache.
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55 | /// </param>
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56 | /// <param name="dispose">
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57 | /// When elements cycle out of the cache, disposes them. May be null.
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58 | /// </param>
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59 | public LruCache(int capacity, Action<TValue> dispose = null) {
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60 | this.Capacity = capacity;
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61 | this.dispose = dispose;
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62 | }
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63 |
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64 | [StorableConstructor]
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65 | protected LruCache(bool deserializing) { }
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66 |
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67 | protected LruCache(LruCache<TKey, TValue> original, Cloner cloner) : base(original, cloner) {
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68 | cacheMap = new Dictionary<TKey, LinkedListNode<LruCacheItem>>();
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69 | lruList = new LinkedList<LruCacheItem>(original.lruList.Select(cloner.Clone));
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70 |
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71 | var nodeMap = new Dictionary<LruCacheItem, LinkedListNode<LruCacheItem>>();
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72 | for (var node = lruList.First; node != null; node = node.Next) {
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73 | nodeMap.Add(node.Value, node);
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74 | }
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75 |
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76 | foreach (var t in original.cacheMap) {
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77 | var node = t.Value;
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78 | var item = node.Value;
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79 | var clone = (LruCacheItem)cloner.GetClone(item);
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80 | cacheMap.Add(t.Key, nodeMap[clone]);
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81 | }
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82 | Capacity = original.Capacity;
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83 | }
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84 |
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85 | /// <summary>
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86 | /// Gets the capacity of the cache.
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87 | /// </summary>
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88 | [Storable]
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89 | public int Capacity { get; private set; }
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90 |
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91 | public ICollection<TKey> Keys => cacheMap.Keys;
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92 |
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93 | public ICollection<TValue> Values => (ICollection<TValue>)Keys.Select(x => cacheMap[x].Value.Value);
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94 |
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95 | public int Count => cacheMap.Count;
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96 |
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97 | public bool IsReadOnly => false;
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98 |
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99 | public TValue this[TKey key] {
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100 | get { return Get(key, null); }
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101 | set { Add(key, value); }
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102 | }
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103 |
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104 | /// <summary>Gets the value associated with the specified key.</summary>
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105 | /// <param name="key">
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106 | /// The key of the value to get.
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107 | /// </param>
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108 | /// <param name="value">
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109 | /// When this method returns, contains the value associated with the specified
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110 | /// key, if the key is found; otherwise, the default value for the type of the
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111 | /// <paramref name="value" /> parameter. This parameter is passed
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112 | /// uninitialized.
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113 | /// </param>
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114 | /// <returns>
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115 | /// true if the <see cref="T:System.Collections.Generic.Dictionary`2" />
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116 | /// contains an element with the specified key; otherwise, false.
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117 | /// </returns>
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118 | public bool TryGetValue(TKey key, out TValue value) {
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119 | lock (cacheMap) {
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120 | LinkedListNode<LruCacheItem> node;
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121 | if (cacheMap.TryGetValue(key, out node)) {
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122 | value = node.Value.Value;
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123 | lruList.Remove(node);
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124 | lruList.AddLast(node);
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125 | return true;
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126 | }
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127 |
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128 | value = default(TValue);
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129 | return false;
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130 | }
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131 | }
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132 |
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133 | /// <summary>
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134 | /// Looks for a value for the matching <paramref name="key"/>. If not found,
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135 | /// calls <paramref name="valueGenerator"/> to retrieve the value and add it to
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136 | /// the cache.
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137 | /// </summary>
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138 | /// <param name="key">
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139 | /// The key of the value to look up.
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140 | /// </param>
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141 | /// <param name="valueGenerator">
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142 | /// Generates a value if one isn't found.
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143 | /// </param>
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144 | /// <returns>
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145 | /// The requested value.
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146 | /// </returns>
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147 | public TValue Get(TKey key, Func<TValue> valueGenerator) {
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148 | lock (cacheMap) {
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149 | LinkedListNode<LruCacheItem> node;
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150 | TValue value;
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151 | if (cacheMap.TryGetValue(key, out node)) {
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152 | value = node.Value.Value;
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153 | lruList.Remove(node);
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154 | lruList.AddLast(node);
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155 | } else {
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156 | value = valueGenerator();
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157 | if (cacheMap.Count >= Capacity) {
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158 | RemoveFirst();
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159 | }
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160 |
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161 | LruCacheItem cacheItem = new LruCacheItem(key, value);
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162 | node = new LinkedListNode<LruCacheItem>(cacheItem);
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163 | lruList.AddLast(node);
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164 | cacheMap.Add(key, node);
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165 | }
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166 |
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167 | return value;
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168 | }
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169 | }
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170 |
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171 | /// <summary>
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172 | /// Adds the specified key and value to the dictionary.
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173 | /// </summary>
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174 | /// <param name="key">
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175 | /// The key of the element to add.
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176 | /// </param>throw new NotImplementedException()
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177 | /// <param name="value">
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178 | /// The value of the element to add. The value can be null for reference types.
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179 | /// </param>
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180 | public void Add(TKey key, TValue value) {
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181 | lock (cacheMap) {
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182 | if (cacheMap.Count >= Capacity) {
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183 | RemoveFirst();
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184 | }
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185 |
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186 | LruCacheItem cacheItem = new LruCacheItem(key, value);
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187 | LinkedListNode<LruCacheItem> node = new LinkedListNode<LruCacheItem>(cacheItem);
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188 | lruList.AddLast(node);
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189 | cacheMap.Add(key, node);
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190 | }
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191 | }
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192 |
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193 | public void Remove(TKey key) {
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194 | LinkedListNode<LruCacheItem> node;
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195 | if (cacheMap.TryGetValue(key, out node)) {
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196 | lruList.Remove(node);
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197 | cacheMap.Remove(key);
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198 | }
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199 | dispose?.Invoke(node.Value.Value);
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200 | }
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201 |
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202 | private void RemoveFirst() {
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203 | // Remove from LRUPriority
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204 | LinkedListNode<LruCacheItem> node = lruList.First;
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205 | lruList.RemoveFirst();
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206 |
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207 | // Remove from cache
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208 | cacheMap.Remove(node.Value.Key);
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209 |
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210 | // dispose
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211 | dispose?.Invoke(node.Value.Value);
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212 | }
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213 |
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214 | private class LruCacheItem : DeepCloneable {
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215 | public LruCacheItem(TKey k, TValue v) {
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216 | Key = k;
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217 | Value = v;
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218 | }
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219 |
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220 | protected LruCacheItem(LruCacheItem original, Cloner cloner) : base(original, cloner) {
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221 | Key = original.Key;
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222 | Value = original.Value;
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223 | }
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224 |
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225 | public TKey Key { get; }
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226 |
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227 | public TValue Value { get; }
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228 |
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229 | public override IDeepCloneable Clone(Cloner cloner) {
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230 | return new LruCacheItem(this, cloner);
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231 | }
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232 | }
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233 |
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234 | #region implement DeepCloneable abstract methods
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235 | public override IDeepCloneable Clone(Cloner cloner) {
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236 | return new LruCache<TKey, TValue>(this, cloner);
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237 | }
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238 |
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239 | public bool ContainsKey(TKey key) {
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240 | return cacheMap.ContainsKey(key);
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241 | }
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242 |
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243 | bool IDictionary<TKey, TValue>.Remove(TKey key) {
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244 | return cacheMap.Remove(key);
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245 | }
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246 |
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247 | public void Add(KeyValuePair<TKey, TValue> item) {
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248 | Add(item.Key, item.Value);
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249 | }
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250 |
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251 | public void Clear() {
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252 | cacheMap.Clear();
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253 | lruList.Clear();
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254 | }
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255 |
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256 | public bool Contains(KeyValuePair<TKey, TValue> item) {
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257 | return cacheMap.Select(x => new KeyValuePair<TKey, TValue>(x.Key, x.Value.Value.Value)).Contains(item);
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258 | }
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259 |
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260 | public void CopyTo(KeyValuePair<TKey, TValue>[] array, int arrayIndex) {
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261 | throw new NotImplementedException();
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262 | }
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263 |
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264 | public bool Remove(KeyValuePair<TKey, TValue> item) {
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265 | var ret = cacheMap.ContainsKey(item.Key);
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266 | Remove(item.Key);
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267 | return ret;
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268 | }
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269 |
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270 | public IEnumerator<KeyValuePair<TKey, TValue>> GetEnumerator() {
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271 | return cacheMap.Select(x => new KeyValuePair<TKey, TValue>(x.Key, x.Value.Value.Value)).GetEnumerator();
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272 | }
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273 |
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274 | IEnumerator IEnumerable.GetEnumerator() {
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275 | return GetEnumerator();
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276 | }
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277 | #endregion
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278 | }
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279 | }
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