LRU Cache
class Node:
def __init__(self, key, value):
self.key = key
self.value = value
self.prev = None
self.next = None
class LRUCache:
def __init__(self, capacity):
self.capacity = capacity
self.cache = {}
self.head = Node(0, 0)
self.tail = Node(0, 0)
self.head.next = self.tail
self.tail.prev = self.head
def _remove(self, node):
node.prev.next = node.next
node.next.prev = node.prev
def _add_to_front(self, node):
node.prev = self.head
node.next = self.head.next
self.head.next.prev = node
self.head.next = node
def get(self, key):
if key in self.cache:
node = self.cache[key]
self._remove(node)
self._add_to_front(node)
return node.value
return -1
def put(self, key, value):
if key in self.cache:
node = self.cache[key]
self._remove(node)
del self.cache[key]
self.cache[key] = Node(key, value)
self._add_to_front(self.cache[key])
if len(self.cache) > self.capacity:
lru_node = self.tail.prev
self._remove(lru_node)
del self.cache[lru_node.key]