题目
Design and implement a data structure for Least Recently Used (LRU) cache. It should support the following operations: get
and set
.
get(key)
- Get the value (will always be positive) of the key if the
key exists in the cache, otherwise return -1.
set(key, value)
- Set or insert the value if the key is not already
present. When the cache reached its capacity, it should invalidate the least recently used item before inserting a new item.
投机取巧的方法就是直接利用Java类库中提供的LinkedHashMap类,该类的作用之一就是辅助实现LRU Cache。
如果自己实现的话,可以参照LinkedHashMap的实现原理,用传统的HashMap实现O(1)时间复杂度的存取,再用一个双向链表纪录访问的先后顺序,最后访问的放在表尾,最久没被访问的放在表首,如果达到容量上限需要删除Entry时,根据表首元素,分别在HashMap和双向链表中进行删除。
代码
import java.util.LinkedHashMap; import java.util.Map; public class LRUCache { private int capacity; private Map<Integer, Integer> map; public LRUCache(int c) { this.capacity = c; this.map = new LinkedHashMap<Integer, Integer>(capacity, 0.75f, true) { private static final long serialVersionUID = 7499786237341382662L; protected boolean removeEldestEntry( Map.Entry<Integer, Integer> eldest) { return size() > capacity; } }; } public int get(int key) { if (!map.containsKey(key)) { return -1; } return map.get(key); } public void set(int key, int value) { map.put(key, value); } }
原文:http://blog.csdn.net/perfect8886/article/details/18967197