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| // @Title: LFU 缓存 (LFU Cache)
// @Author: 15816537946@163.com
// @Date: 2019-11-03 20:51:52
// @Runtime: 168 ms
// @Memory: 16 MB
type LFUCache struct {
// 用于检查key的存在性
m map[int]*entry
pq PQ
cap int
}
func Constructor(capacity int) LFUCache {
return LFUCache{
m: make(map[int]*entry, capacity),
pq: make(PQ, 0, capacity),
cap: capacity,
}
}
// Get获取key的值
func (this *LFUCache) Get(key int) int {
ep, ok := this.m[key]
if ok {
this.pq.update(ep)
return ep.value
}
return -1
}
func (this *LFUCache) Put(key int, value int) {
if this.cap <= 0 {
return
}
ep, ok := this.m[key]
// update
if ok {
this.m[key].value = value
this.pq.update(ep)
return
}
ep = &entry{key: key, value: value}
// pq已满的话, 先删除再插入
if len(this.pq) == this.cap {
tmp := heap.Pop(&this.pq).(*entry)
delete(this.m, tmp.key)
}
this.m[key] = ep
heap.Push(&this.pq, ep)
}
type entry struct {
key, value int
// 辅助参数
frequency, index int
date time.Time
}
type PQ []*entry
func (pq PQ) Len() int { return len(pq) }
func (pq PQ) Less(i, j int) bool {
if pq[i].frequency == pq[j].frequency {
return pq[i].date.Before(pq[j].date)
}
return pq[i].frequency < pq[j].frequency
}
func (pq PQ) Swap(i, j int) {
pq[i], pq[j] = pq[j], pq[i]
pq[i].index = i
pq[j].index = j
}
func (pq *PQ) Push(x interface{}) {
n := len(*pq)
entry := x.(*entry)
entry.index = n
entry.date = time.Now()
*pq = append(*pq, entry)
}
func (pq *PQ) Pop() interface{} {
old := *pq
n := len(old)
entry := old[n-1]
entry.index = -1 // for safety
*pq = old[0 : n-1]
return entry
}
func (pq *PQ) update(entry *entry) {
entry.frequency++
entry.date = time.Now()
heap.Fix(pq, entry.index)
}
/**
* Your LFUCache object will be instantiated and called as such:
* obj := Constructor(capacity);
* param_1 := obj.Get(key);
* obj.Put(key,value);
*/
|