问题描述
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.
解决思路
双向链表。
程序
public class LRUCache {
class Node {
int key;
int value;
Node prev;
Node next;
public Node(int key, int value) {
this.key = key;
this.value = value;
}
}
int capacity;
Node head;
Node tail;
HashMap<Integer, Node> map;
public LRUCache(int capacity) {
this.capacity = capacity;
this.head = new Node(-1, -1);
this.tail = new Node(-1, -1);
head.next = tail;
tail.prev = head;
this.map = new HashMap<Integer, Node>();
}
public int get(int key) {
if (map.containsKey(key)) {
Node node = map.get(key);
node.prev.next = node.next;
node.next.prev = node.prev;
moveToTail(node);
return node.value;
}
return -1;
}
private void moveToTail(Node node) {
tail.prev.next = node;
node.prev = tail.prev;
node.next = tail;
tail.prev = node;
}
public void set(int key, int value) {
if (get(key) != -1) {
map.get(key).value = value;
return;
}
if (map.size() == capacity) {
Node first = head.next;
map.remove(first.key);
head.next = first.next;
first.next.prev=head;
}
Node node = new Node(key, value);
map.put(key, node);
moveToTail(node);
}
}