• LRU Cache


    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.

    这个题用双向linkedlist最好做,同时用hashtable来方便查找到需要的listnode。最左边的代表最近used的,最右边的代表没有used的。

    public class LRUCache {
        public int capacity, size;
        public ListNode dummyHead, dummyTail;
        public Dictionary<int,ListNode> dic;
        public LRUCache(int capacity) {
            this.capacity = capacity;
            size = 0;
            dummyHead = new ListNode(0, 0);
            dummyTail = new ListNode(0, 0);
            dummyTail.prev = dummyHead;
            dummyHead.next = dummyTail;
            dic = new Dictionary<int,ListNode>();
        }
    
        public int Get(int key) {
            if(dic.ContainsKey(key))
            {
                 
                var node = dic[key];
                Remove(node);
                AddToHead(node);
                return node.val;
            }
            else return -1;
        }
    
        public void Set(int key, int value) {
            if(dic.ContainsKey(key))
            {
                var node = dic[key];
                Remove(node);
                node.val = value;
                AddToHead(node);
            }
            else
            {
                if(size >= capacity)
                {
                    dic.Remove( dummyTail.prev.key);
                    RemoveLast();
                }
                var newNode = new ListNode(key,value);
                AddToHead(newNode);
                dic.Add(key,newNode);
                size++;
            }
        }
        
        
        private void Remove(ListNode node)
        {
            if(node == null) return;
            if(node.prev != null)node.prev.next = node.next;
            if(node.next != null) node.next.prev = node.prev;
        }
        
        private void RemoveLast()
        {
            dummyTail.prev.prev.next = dummyTail;
            dummyTail.prev = dummyTail.prev.prev;
        }
        private void AddToHead(ListNode node)
        {
            if(node == null) return;
            var temp = dummyHead.next;
            dummyHead.next = node;
            node.prev = dummyHead;
            temp.prev = node;
            node.next = temp;
        }
    }
    
    public class ListNode
        {
            public int key, val;
            public ListNode prev, next;
    
            public ListNode(int k, int v)
            {
                key = k;
                val = v;
                prev = null;
                next = null;
            }
        }
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  • 原文地址:https://www.cnblogs.com/renyualbert/p/6014856.html
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