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쿠팡에서 설계 문제로 나온 LRU Cache. 핵심 포인트는 HashMap과 LinkedList를 동시에 유지하는 것.
Design a data structure that follows the constraints of a Least Recently Used (LRU) cache.
Implement the LRUCache class:
- LRUCache(int capacity) Initialize the LRU cache with positive size capacity.
- int get(int key) Return the value of the key if the key exists, otherwise return -1.
- void put(int key, int value) Update the value of the key if the key exists. Otherwise, add the key-value pair to the cache. If the number of keys exceeds the capacity from this operation, evict the least recently used key.
Follow up:
Could you do get and put in O(1) time complexity?
Example 1:
Input ["LRUCache", "put", "put", "get", "put", "get", "put", "get", "get", "get"] [[2], [1, 1], [2, 2], [1], [3, 3], [2], [4, 4], [1], [3], [4]]
Output [null, null, null, 1, null, -1, null, -1, 3, 4]
Explanation LRUCache lRUCache = new LRUCache(2);
lRUCache.put(1, 1); // cache is {1=1}
lRUCache.put(2, 2); // cache is {1=1, 2=2}
lRUCache.get(1); // return 1
lRUCache.put(3, 3); // LRU key was 2, evicts key 2, cache is {1=1, 3=3}
lRUCache.get(2); // returns -1 (not found)
lRUCache.put(4, 4); // LRU key was 1, evicts key 1, cache is {4=4, 3=3}
lRUCache.get(1); // return -1 (not found)
lRUCache.get(3); // return 3 lRUCache.get(4); // return 4
Constraints:
- 1 <= capacity <= 3000
- 0 <= key <= 3000
- 0 <= value <= 104
- At most 3 * 104 calls will be made to get and put.
class LRUCache(val capacity: Int) {
val list = LinkedList<Int>()
val map = mutableMapOf<Int, Int>()
fun get(key: Int): Int {
map[key]?.let {
list.remove(key)
list.addLast(key)
return it
}
return -1
}
fun put(key: Int, value: Int) {
//있으면 삭제하고 뒤에다 추가
val index = list.indexOf(key)
if(index != -1) {
list.remove(list[index])
} else {
//없을 경우 사이즈가 초과하는지 확인후에 삭제
if(list.size >= capacity) {
map.remove(list[0])
list.removeFirst()
}
}
list.addLast(key)
map[key] = value
}
}
/**
* Your LRUCache object will be instantiated and called as such:
* var obj = LRUCache(capacity)
* var param_1 = obj.get(key)
* obj.put(key,value)
*/
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