Created
February 26, 2022 20:26
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class Node { | |
var key: Int | |
var value: Int | |
var freq: Int | |
var next: Node? | |
var prev: Node? | |
init(key: Int, value: Int) { | |
self.key = key | |
self.value = value | |
self.freq = 1 | |
} | |
} | |
class List { | |
var size: Int | |
var head: Node? | |
var tail: Node? | |
init() { | |
size = 0 | |
} | |
func addAtFront(node: Node) { | |
defer { | |
head = node | |
size += 1 | |
} | |
guard let head = head else { | |
tail = node | |
return | |
} | |
head.prev = node | |
node.prev = nil | |
node.next = head | |
} | |
func removeNode(node: Node?) { | |
let prev = node?.prev | |
let next = node?.next | |
node?.prev = nil | |
node?.next = nil | |
size -= 1 | |
if tail === node { | |
tail = prev | |
prev?.next = nil | |
} | |
if head === node { | |
head = next | |
next?.prev = nil | |
} | |
prev?.next = next | |
next?.prev = prev | |
} | |
func removeLast() -> Node? { | |
guard let tail = self.tail else { return nil } | |
let previous = tail.prev | |
previous?.next = nil | |
self.tail = previous | |
if size == 1 { | |
head = nil | |
} | |
size -= 1 | |
return tail | |
} | |
} | |
class LFUCache { | |
var keyNodeDic: [Int: Node] = [:] | |
var frequentListDic: [Int: List] = [:] | |
var maxSizeCache: Int | |
var minFrequency: Int | |
var currentSize: Int | |
init(_ capacity: Int) { | |
self.maxSizeCache = max(capacity,0) | |
keyNodeDic.reserveCapacity(maxSizeCache) | |
frequentListDic.reserveCapacity(maxSizeCache) | |
minFrequency = 0 | |
currentSize = 0 | |
} | |
func get(_ key: Int) -> Int { | |
if let node = keyNodeDic[key] { | |
updateFreqListDic(node) | |
return node.value | |
} | |
return -1 | |
} | |
func put(_ key: Int, _ value: Int) { | |
guard maxSizeCache > 0 else { return } | |
if let node = keyNodeDic[key] { | |
node.value = value | |
updateFreqListDic(node) | |
return | |
} else { | |
if currentSize == maxSizeCache, | |
let list = frequentListDic[minFrequency] { | |
let removedNode = list.removeLast() | |
keyNodeDic.removeValue(forKey: removedNode?.key ?? 0) | |
currentSize -= 1 | |
} | |
currentSize += 1 | |
minFrequency = 1 | |
var listFreq = List() | |
if let nextList = frequentListDic[minFrequency] { | |
listFreq = nextList | |
} | |
let newNode = Node(key: key, value: value) | |
listFreq.addAtFront(node: newNode) | |
keyNodeDic[key] = newNode | |
frequentListDic[minFrequency] = listFreq | |
} | |
} | |
private func updateFreqListMap(_ node: Node) { | |
frequentListDic[node.freq]?.removeNode(node: node) | |
if (node.freq == minFrequency) && (frequentListDic[node.freq]?.size == 0) { | |
minFrequency += 1 | |
frequentListDic.removeValue(forKey: node.freq) | |
} | |
var nextHigherFreqList = List() | |
if let nextList = frequentListDic[node.freq + 1] { | |
nextHigherFreqList = nextList | |
} | |
node.freq += 1 | |
nextHigherFreqList.addAtFront(node: node) | |
frequentListDic[node.freq] = nextHigherFreqList | |
keyNodeDic[node.key] = node | |
} | |
} |
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