改造LRU Cache for Windows Phone 7
LRU是Least Recently Used最近最少使用算法,即最近最少使用页面置换算法，是为虚拟页式存储管理服务的。
关于操作系统的内存管理，如何节省利用容量不大的内存为最多的进程提供资源，一直是研究的重要方向。
而内存的虚拟存储管理，是现在最通用，最成功的方式——在内存有限的情况下，扩展一部分外存作为虚拟内存，真正的内存只存储当前运行时所用得到信息。
不重复造轮子了 下面是C#方式写的开源代码，我们改造一下让他适用于 WP7
主要改造如下： 用lock 替代过期的线程锁定代码，我不需要时间参数来LRU 所以也删掉了时间检测尽量提升性能！
不多说代码如下：
1 namespace Utilities
2 {
3 using System;
4 using System.Collections.Generic;
5 using System.Diagnostics;
6 using System.Threading;
7
8 ////This class implements an LRU based cache. Uses a linked list to keep track of node usage
9 ////Clients should use the following methods:
10 ////AddObject(TKey key, TValue cacheObject)
11 ////TValue GetObject(TKey key)
12 public class LruCache<TKey, TValue> where TValue : class
13 {
14 private readonly Dictionary<TKey, NodeInfo> cachedNodesDictionary = new Dictionary<TKey, NodeInfo>();
15 private readonly LinkedList<NodeInfo> lruLinkedList = new LinkedList<NodeInfo>();
16
17 private readonly int maxSize;
18 // private readonly TimeSpan timeOut;
19
20 // private static readonly ReaderWriterLockSlim rwl = new ReaderWriterLockSlim();
21
22 // private Timer cleanupTimer;
23
24 public LruCache(int maxCacheSize, int memoryRefreshInterval)
25 {
26 // this.timeOut = itemExpiryTimeout;
27 this.maxSize = maxCacheSize;
28 AutoResetEvent autoEvent = new AutoResetEvent(false);
29 // TimerCallback tcb = this.RemoveExpiredElements;
30 // this.cleanupTimer = new Timer(tcb, autoEvent, 0, memoryRefreshInterval);
31 }
32
33 public void AddObject(TKey key, TValue cacheObject)
34 {
35 if (key == null)
36 {
37 throw new ArgumentNullException("key");
38 }
39
40 // Trace.WriteLine(string.Format("Adding a cache object with key: {0}", key.ToString()));
41 // rwl.EnterWriteLock();
42 try
43 {
44 lock (cacheObject)
45 {
46 NodeInfo node;
47 if (this.cachedNodesDictionary.TryGetValue(key, out node))
48 {
49 this.Delete(node);
50 }
51 this.ShrinkToSize(this.maxSize - 1);
52 this.CreateNodeandAddtoList(key, cacheObject);
53 }
54 }
55 finally
56 {
57 //rwl.ExitWriteLock();
58 }
59 }
60
61 public TValue GetObject(TKey key)
62 {
63 if (key == null)
64 {
65 throw new ArgumentNullException("key");
66 }
67
68 TValue data = null;
69 NodeInfo node;
70 // rwl.EnterReadLock();
71
72 try
73 {
74 lock (key)
75 {
76 if (this.cachedNodesDictionary.TryGetValue(key, out node))
77 {
78 if (node != null)// && !node.IsExpired())
79 {
80 //Trace.WriteLine(string.Format("Cache hit for key: {0}", key.ToString()));
81 node.AccessCount++;
82 data = node.Value;
83
84 if (node.AccessCount > 20)
85 {
86 ThreadPool.QueueUserWorkItem(this.AddBeforeFirstNode, key);
87 }
88 }
89 }
90 else
91 {
92 // Trace.WriteLine(string.Format("Cache miss for key: {0}", key.ToString()));
93 }
94
95 return data;
96 }
97 }
98 finally
99 {
100 // rwl.ExitReadLock();
101 }
102 }
103
104 private void RemoveExpiredElements(object stateInfo)
105 {
106 // rwl.EnterWriteLock();
107 try
108 {
109 lock (stateInfo)
110 {
111 while (this.lruLinkedList.Last != null)
112 {
113 NodeInfo node = this.lruLinkedList.Last.Value;
114 if (node != null)// && node.IsExpired())
115 {
116 this.Delete(node);
117 }
118 else
119 {
120 break;
121 }
122 }
123 }
124 }
125 finally
126 {
127 // rwl.ExitWriteLock();
128 }
129 }
130
131 private void CreateNodeandAddtoList(TKey userKey, TValue cacheObject)
132 {
133 NodeInfo node = new NodeInfo(userKey, cacheObject);//, (this.timeOut > DateTime.MaxValue.Subtract(DateTime.UtcNow) ? DateTime.MaxValue : DateTime.UtcNow.Add(this.timeOut)));
134
135 node.LLNode = this.lruLinkedList.AddFirst(node);
136 this.cachedNodesDictionary[userKey] = node;
137 }
138
139 private void AddBeforeFirstNode(object stateinfo)
140 {
141 //rwl.EnterWriteLock();
142 try
143 {
144 lock (stateinfo)
145 {
146 TKey key = (TKey)stateinfo;
147 NodeInfo nodeInfo;
148 if (this.cachedNodesDictionary.TryGetValue(key, out nodeInfo))
149 {
150 if (nodeInfo != null && nodeInfo.AccessCount > 20)// && !nodeInfo.IsExpired()
151 {
152 if (nodeInfo.LLNode != this.lruLinkedList.First)
153 {
154 this.lruLinkedList.Remove(nodeInfo.LLNode);
155 nodeInfo.LLNode = this.lruLinkedList.AddBefore(this.lruLinkedList.First, nodeInfo);
156 nodeInfo.AccessCount = 0;
157 }
158 }
159 }
160 }
161 }
162 finally
163 {
164 // rwl.ExitWriteLock();
165 }
166 }
167
168 private void ShrinkToSize(int desiredSize)
169 {
170 while (this.cachedNodesDictionary.Count > desiredSize)
171 {
172 this.RemoveLeastValuableNode();
173 }
174 }
175
176 private void RemoveLeastValuableNode()
177 {
178 if (this.lruLinkedList.Last != null)
179 {
180 NodeInfo node = this.lruLinkedList.Last.Value;
181 this.Delete(node);
182 }
183 }
184
185 private void Delete(NodeInfo node)
186 {
187 // Trace.WriteLine(string.Format("Evicting object from cache for key: {0}", node.Key.ToString()));
188 this.lruLinkedList.Remove(node.LLNode);
189 this.cachedNodesDictionary.Remove(node.Key);
190 }
191
192 ////This class represents data stored in the LinkedList Node and Dictionary
193 private class NodeInfo
194 {
195 //private readonly DateTime timeOutTime;
196
197 internal NodeInfo(TKey key, TValue value)//, DateTime timeouttime)
198 {
199 this.Key = key;
200 this.Value = value;
201 // this.timeOutTime = timeouttime;
202 }
203
204 internal TKey Key { get; private set; }
205
206 internal TValue Value { get; private set; }
207
208 internal int AccessCount { get; set; }
209
210 internal LinkedListNode<NodeInfo> LLNode { get; set; }
211
212 //internal bool IsExpired()
213 //{
214 // return DateTime.UtcNow >= this.timeOutTime;
215 //}
216 }
217 }
218 }
测试代码：
1 LruCache<int, string> cache = new LruCache<int, string>(3, 1000);
2 cache.AddObject(1, "One");
3 cache.AddObject(2, "Two");
4 cache.AddObject(3, "Three");
5
6 ////insert one more, which will kick 1 out
7 cache.AddObject(4, "Four");
8 Debug.WriteLine("cache.GetObject(1)" + cache.GetObject(1));
9 Debug.WriteLine("cache.GetObject(4)===" + cache.GetObject(4));
取图服务中应用流程：
