题解 | #设计LFU缓存结构#
设计LFU缓存结构
http://www.nowcoder.com/practice/93aacb4a887b46d897b00823f30bfea1
import java.util.*;
public class Solution {
/**
* lfu design
* @param operators int整型二维数组 ops
* @param k int整型 the k
* @return int整型一维数组
*/
public int[] LFU (int[][] operators, int k) {
// write code here
int count = 0;
for(int[] opera : operators){
if(opera[0] == 2){
count++;
}
}
int[] res = new int[count];
LFUCache lfu = new LFUCache(k);
int index = 0;
for(int[] opera : operators){
if(opera[0] == 1){
lfu.set(opera[1],opera[2]);
}else{
int val = lfu.get(opera[1]);
res[index++] = val;
}
}
return res;
}
}
class LFUCache{
class Node{
int val;
int key;
int freq = 1;
Node next;
Node pre;
public Node(){};
public Node(int key,int val){
this.val = val;
this.key = key;
}
}
class DoubleLinkedList{
Node head;
Node tail;
DoubleLinkedList(){
head = new Node();
tail = new Node();
head.next = tail;
tail.pre = head;
}
public void addNode(Node node){
node.next = head.next;
head.next.pre = node;
node.pre = head;
head.next = node;
}
public void removeNode(Node node){
node.next.pre = node.pre;
node.pre.next = node.next;
}
}
Map<Integer,Node> cache;
Map<Integer,DoubleLinkedList> freqMap;
int min;
int capacity;
public LFUCache(int capacity){
cache = new HashMap<>(capacity);
freqMap = new HashMap<>();
this.capacity = capacity;
}
public int get(int key){
if(!cache.containsKey(key)){
return -1;
}
Node node = cache.get(key);
freqInc(node);
return node.val;
}
public void set(int key,int val){
if(!cache.containsKey(key)){
if(cache.size() == capacity){
DoubleLinkedList list = freqMap.get(min);
cache.remove(list.tail.pre.key);
list.removeNode(list.tail.pre);
}
Node newNode = new Node(key,val);
cache.put(key,newNode);
DoubleLinkedList newList = freqMap.get(1);
if(newList == null){
newList = new DoubleLinkedList();
freqMap.put(1,newList);
}
newList.addNode(newNode);
min = 1;
}else{
Node node = cache.get(key);
node.val = val;
freqInc(node);
}
}
public void freqInc(Node node){
int freq = node.freq;
DoubleLinkedList list = freqMap.get(freq);
list.removeNode(node);
if(freq == min && list.head.next == list.tail){
min = freq + 1;
}
node.freq++;
DoubleLinkedList newList = freqMap.get(node.freq);
if(newList == null){
newList = new DoubleLinkedList();
freqMap.put(node.freq,newList);
}
newList.addNode(node);
}
}