最近面试的过程中,经常被问到 Vue 的 keep-alive 的实现原理,项目中使用多了,只知道它是咋用的,对其实现原理了解还真不多,最直接办法就是翻开源码去看,想要深入了解的可以去看下。
在这里,我们主要是讨论一下 keep-alive 中用到的 LRU缓存策略 ,我们可以看到源码的 created 钩子里绑定了两个属性 catch 和keys ,我简单描述下实现方法,就是通过 catch 数组缓存所有组件的 vNode 实例,当 catch 内原有组件被使用时会将该组件 key 从 keys 数组中删除,然后 push 到 keys 数组最后,如果新增后的缓存超过 max ,则将 keys 的首项删除掉。
created () {
this.cache = Object.create(null)
this.keys = []
}
cacheVNode() {
const { cache, keys, vnodeToCache, keyToCache } = this
if (vnodeToCache) {
const { tag, componentInstance, componentOptions } = vnodeToCache
cache[keyToCache] = {
name: getComponentName(componentOptions),
tag,
componentInstance,
}
keys.push(keyToCache)
// prune oldest entry
if (this.max && keys.length > parseInt(this.max)) {
pruneCacheEntry(cache, keys[0], keys, this._vnode) //删除首项
}
this.vnodeToCache = null
}
}
什么是LRU
LRU 是Least Recently Used的缩写,即最近最少使用算法,LRU 算法的基本思想当缓存空间已满时,优先淘汰最近最少使用的缓存数据,以腾出更多的缓存空间,因此,LRU算法需要维护一个缓存空间。
基本原理如下图所示
![](data:image/png;base64,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)
接下来,我们尝试实现一下。
实现方法
数组
我们用数组模拟一个栈,对数组进行操作。
class LRUCatchByArray {
length = 0; // 缓存量
catch = Object.create(null); // 缓存数据
keys = []; // 通过数组模拟栈,以及当前缓存在栈中的排序
constructor(length) {
if (length < 1) throw Error("缓存长度参数不合法");
this.length = length;
}
get(key) {
// 如果当前缓存中不存在,则返回null
if (!this.catchs[key]) return null;
// 需要将访问的缓存,放到当前栈顶,表示是最新数据
const index = this.getKeyIndex(key);
// 删除原数据
this.keys.splice(index, 1);
// 并将其插入到栈顶
this.keys.unshift(key);
// 返回缓存中的数据
return this.catchs[key];
}
set(key, newCatch) {
const index = this.getKeyIndex(key);
if (index !== -1) {
// 如果存在数据,则需要将原数据删除,并插入到栈顶
this.keys.splice(index, 1);
this.keys.unshift(key);
} else {
// 如果不存在数据,则直接插入栈顶
this.keys.unshift(key);
}
// 更新当前缓存中的数据
this.catchs[key] = newCatch;
// 更新栈后,需要校验当前栈是否溢出
if (this.length < this.keys.length) {
// 如果溢出,则将栈尾数据剔除
const tmp = this.keys.pop();
// 并删除当前缓存中的数据,避免已删除的缓存可能被访问到
delete this.catchs[tmp];
}
}
// 堆代码 duidaima.com
getKeyIndex(key) {
// 返回key在当前栈中的下标
return this.keys.findIndex(item => item === key);
}
}
我们来测试验证一下吧
const lru = new LRUCatchByArray(3);
lru.set(4, 'a') // catchs:{4: 'a'} keys:[4]
lru.set(7, 'b') // catchs:{4: 'a', 7: 'b'} keys:[7,4]
lru.set(1, 'c') // catchs:{1: 'c', 4: 'a', 7: 'b'} keys:[1,7,4]
lru.get(4) // catchs:{1: 'c', 4: 'a', 7: 'b'} keys:[4,1,7]
lru.set(0, 'd') // catchs:{0: 'd', 1: 'c', 4: 'a'} keys:[0,4,1]
Map
基于对象属性值只能是字符串的限制,我们可以通过 Map 来优化,同时 Map 在设置数据时,是按照其设置的先后顺序进行入栈,那么我们就可以利用这个优点来模拟栈顺序。
class LRUCatchByMap {
length = 0;
catchs = new Map();
constructor(length) {
if (length < 1) throw Error("缓存长度参数不合法");
this.length = length;
}
get(key) {
const { catchs } = this;
// 如果当前缓存中不存在,则返回null
if (!catchs.has(key)) return null;
// 如果存在数据,则需要将原数据删除,并插入到尾部
const value = catchs.get(key);
catchs.delete(key);
catchs.set(key, value);
return value;
}
set(key, value) {
const { catchs, length } = this;
// 判断当前缓存中是否存在,如果存在则删除数据
if (catchs.has(key)) {
catchs.delete(key);
}
// 删除数组后,并将数据插入到尾部
catchs.set(key, value);
// 更新栈后,需要校验当前栈是否溢出
if (catchs.size > length) {
// 如果溢出,则将头部数据删除
const delKey = catchs.keys().next().value; // Map.keys返回的属性迭代器,可通过.next()来依次获取
catchs.delete(delKey)
}
}
}
同样,我们来测试验证一下吧
const lru = new LRUCatchByMap(3)
lru.set(4, 'a') // {4 => 'a'}
lru.set(7, 'b') // {4 => 'a', 7 => 'b'}
lru.set(1, 'c') // {4 => 'a', 7 => 'b', 1 => 'c'}
lru.get(4) // {7 => 'b', 1 => 'c', 4 => 'a'}
lru.set(0, 'd') // {1 => 'c', 4 => 'a', 0 => 'd'}
总结
以上两种实现 LRU缓存 的方法,其中使用Map是最佳的方式,通过 Array 方式,需要每次遍历查询下标位置,性能开销上比较大。