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LFUCache.js
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LFUCache.js
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class CacheNode {
constructor (key, value, frequency) {
this.key = key
this.value = value
this.frequency = frequency
return Object.seal(this)
}
}
// This frequency map class will act like javascript Map DS with more two custom method refresh & insert
class FrequencyMap extends Map {
static get [Symbol.species] () { return Map } // for using Symbol.species we can access Map constructor @see -> https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Map/@@species
get [Symbol.toStringTag] () { return '' }
/**
* @method refresh
* @description - It's revive a CacheNode, increment of this nodes frequency and refresh the frequencyMap via new incremented nodes frequency
* @param {CacheNode} node
*/
refresh (node) {
const { frequency } = node
const freqSet = this.get(frequency)
freqSet.delete(node)
node.frequency++
this.insert(node)
}
/**
* @method insert
* @description - Add new CacheNode into HashSet by the frequency
* @param {CacheNode} node
*/
insert (node) {
const { frequency } = node
if (!this.has(frequency)) {
this.set(frequency, new Set())
}
this.get(frequency).add(node)
}
}
class LFUCache {
#capacity
#frequencyMap
/**
* @param {number} capacity - The range of LFUCache
* @returns {LFUCache} - sealed
*/
constructor (capacity) {
this.#capacity = capacity
this.#frequencyMap = new FrequencyMap()
this.misses = 0
this.hits = 0
this.cache = new Map()
return Object.seal(this)
}
/**
* Get the capacity of the LFUCache
* @returns {number}
*/
get capacity () {
return this.#capacity
}
/**
* Get the current size of LFUCache
* @returns {number}
*/
get size () {
return this.cache.size
}
/**
* Set the capacity of the LFUCache if you decrease the capacity its removed CacheNodes following the LFU - least frequency used
*/
set capacity (newCapacity) {
if (this.#capacity > newCapacity) {
let diff = this.#capacity - newCapacity // get the decrement number of capacity
while (diff--) {
this.#removeCacheNode()
}
this.cache.size === 0 && this.#frequencyMap.clear()
}
this.#capacity = newCapacity
}
get info () {
return Object.freeze({
misses: this.misses,
hits: this.hits,
capacity: this.capacity,
currentSize: this.size,
leastFrequency: this.leastFrequency
})
}
get leastFrequency () {
const freqCacheIterator = this.#frequencyMap.keys()
let leastFrequency = freqCacheIterator.next().value || null
// select the non-empty frequency Set
while (this.#frequencyMap.get(leastFrequency)?.size === 0) {
leastFrequency = freqCacheIterator.next().value
}
return leastFrequency
}
#removeCacheNode () {
const leastFreqSet = this.#frequencyMap.get(this.leastFrequency)
// Select the least recently used node from the least Frequency set
const LFUNode = leastFreqSet.values().next().value
leastFreqSet.delete(LFUNode)
this.cache.delete(LFUNode.key)
}
/**
* if key exist then return true otherwise false
* @param {any} key
* @returns {boolean}
*/
has (key) {
key = String(key) // converted to string
return this.cache.has(key)
}
/**
* @method get
* @description - This method return the value of key & refresh the frequencyMap by the oldNode
* @param {string} key
* @returns {any}
*/
get (key) {
key = String(key) // converted to string
if (this.cache.has(key)) {
const oldNode = this.cache.get(key)
this.#frequencyMap.refresh(oldNode)
this.hits++
return oldNode.value
}
this.misses++
return null
}
/**
* @method set
* @description - This method stored the value by key & add frequency if it doesn't exist
* @param {string} key
* @param {any} value
* @param {number} frequency
* @returns {LFUCache}
*/
set (key, value, frequency = 1) {
key = String(key) // converted to string
if (this.#capacity === 0) {
throw new RangeError('LFUCache ERROR: The Capacity is 0')
}
if (this.cache.has(key)) {
const node = this.cache.get(key)
node.value = value
this.#frequencyMap.refresh(node)
return this
}
// if the cache size is full, then it's delete the Least Frequency Used node
if (this.#capacity === this.cache.size) {
this.#removeCacheNode()
}
const newNode = new CacheNode(key, value, frequency)
this.cache.set(key, newNode)
this.#frequencyMap.insert(newNode)
return this
}
/**
* @method parse
* @description - This method receive a valid LFUCache JSON & run JSON.prase() method and merge with existing LFUCache
* @param {JSON} json
* @returns {LFUCache} - merged
*/
parse (json) {
const { misses, hits, cache } = JSON.parse(json)
this.misses += misses ?? 0
this.hits += hits ?? 0
for (const key in cache) {
const { value, frequency } = cache[key]
this.set(key, value, frequency)
}
return this
}
/**
* @method clear
* @description - This method cleared the whole LFUCache
* @returns {LFUCache}
*/
clear () {
this.cache.clear()
this.#frequencyMap.clear()
return this
}
/**
* @method toString
* @description - This method generate a JSON format of LFUCache & return it.
* @param {number} indent
* @returns {string} - JSON
*/
toString (indent) {
const replacer = (_, value) => {
if (value instanceof Set) {
return [...value]
}
if (value instanceof Map) {
return Object.fromEntries(value)
}
return value
}
return JSON.stringify(this, replacer, indent)
}
}
export default LFUCache