save("key1", 7) save("key2", 0) save("key3", 1) save("key4", 2) get("key2") save("key5", 3) get("key2") save("key6", 4)
class DLinkedNode { String key; int value; DLinkedNode pre; DLinkedNode post; }
public class LRUCache { private Hashtable<Integer, DLinkedNode> cache = new Hashtable<Integer, DLinkedNode>(); private int count; private int capacity; private DLinkedNode head, tail; public LRUCache(int capacity) { this.count = 0; this.capacity = capacity; head = new DLinkedNode(); head.pre = null; tail = new DLinkedNode(); tail.post = null; head.post = tail; tail.pre = head; } public int get(String key) { DLinkedNode node = cache.get(key); if(node == null){ return -1; // should raise exception here. } // move the accessed node to the head; this.moveToHead(node); return node.value; } public void set(String key, int value) { DLinkedNode node = cache.get(key); if(node == null){ DLinkedNode newNode = new DLinkedNode(); newNode.key = key; newNode.value = value; this.cache.put(key, newNode); this.addNode(newNode); count; if(count > capacity){ // pop the tail DLinkedNode tail = this.popTail(); this.cache.remove(tail.key); --count; } }else{ // update the value. node.value = value; this.moveToHead(node); } } /** * Always add the new node right after head; */ private void addNode(DLinkedNode node){ node.pre = head; node.post = head.post; head.post.pre = node; head.post = node; } /** * Remove an existing node from the linked list. */ private void removeNode(DLinkedNode node){ DLinkedNode pre = node.pre; DLinkedNode post = node.post; pre.post = post; post.pre = pre; } /** * Move certain node in between to the head. */ private void moveToHead(DLinkedNode node){ this.removeNode(node); this.addNode(node); } // pop the current tail. private DLinkedNode popTail(){ DLinkedNode res = tail.pre; this.removeNode(res); return res; } }
#define REDIS_LRU_BITS 24 unsigned lruclock:REDIS_LRU_BITS; /* Clock for LRU eviction */
#define REDIS_LRU_CLOCK_MAX ((1<<REDIS_LRU_BITS)-1) /* Max value of obj->lru */ #define REDIS_LRU_CLOCK_RESOLUTION 1 /* LRU clock resolution in seconds */ void updateLRUClock(void) { server.lruclock = (server.unixtime / REDIS_LRU_CLOCK_RESOLUTION) & REDIS_LRU_CLOCK_MAX; }
/* Given an object returns the min number of seconds the object was never * requested, using an approximated LRU algorithm. */ unsigned long estimateObjectIdleTime(robj *o) { if (server.lruclock >= o->lru) { return (server.lruclock - o->lru) * REDIS_LRU_CLOCK_RESOLUTION; } else { return ((REDIS_LRU_CLOCK_MAX - o->lru) server.lruclock) * REDIS_LRU_CLOCK_RESOLUTION; } }
...... /* volatile-lru and allkeys-lru policy */ else if (server.maxmemory_policy == REDIS_MAXMEMORY_ALLKEYS_LRU || server.maxmemory_policy == REDIS_MAXMEMORY_VOLATILE_LRU) { for (k = 0; k < server.maxmemory_samples; k ) { sds thiskey; long thisval; robj *o; de = dictGetRandomKey(dict); thiskey = dictGetKey(de); /* When policy is volatile-lru we need an additional lookup * to locate the real key, as dict is set to db->expires. */ if (server.maxmemory_policy == REDIS_MAXMEMORY_VOLATILE_LRU) de = dictFind(db->dict, thiskey); o = dictGetVal(de); thisval = estimateObjectIdleTime(o); /* Higher idle time is better candidate for deletion */ if (bestkey == NULL || thisval > bestval) { bestkey = thiskey; bestval = thisval; } } } ......
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