LeetcodeLinked List
146. LRU Cache
using dictionary
class LRUCache:
def __init__(self, capacity: int):
self.capacity = capacity
self.cache = {}
def get(self, key: int) -> int:
if key in self.cache:
self.cache[key] = self.cache.pop(key)
return self.cache[key]
return -1
def put(self, key: int, value: int) -> None:
if key in self.cache:
del self.cache[key]
if len(self.cache) == self.capacity:
self.cache.pop(next(iter(self.cache)))
self.cache[key] = valueusing doubly linked list
class Node:
def __init__(self, key: int = None, value: int = None):
self.key = key
self.value = value
self.prev = None
self.next = None
class DLL:
def __init__(self):
self.head = Node()
self.tail = Node()
self.head.next = self.tail
self.tail.prev = self.head
def insert(self, node: Node) -> None:
pre, nxt = self.head, self.head.next
node.prev = pre
node.next = nxt
pre.next = node
nxt.prev = node
def remove(self, node: Node) -> int:
pre, nxt = node.prev, node.next
pre.next = nxt
nxt.prev = pre
return node.key
def last(self) -> Node:
return self.tail.prev
class LRUCache:
def __init__(self, capacity: int):
self.capacity = capacity
self.cache = {}
self.list = DLL()
def get(self, key: int) -> int:
if key in self.cache:
node = self.cache[key]
self.list.remove(node)
self.list.insert(node)
return node.value
return -1
def put(self, key: int, value: int) -> None:
if key in self.cache:
self.list.remove(self.cache.pop(key))
if len(self.cache) == self.capacity:
last = self.list.last()
self.list.remove(last)
self.cache.pop(last.key)
node = Node(key, value)
self.list.insert(node)
self.cache[key] = node