# -*- encoding=utf-8 -*-
class Node(object):
def __init__(self, key, val):
self.prev = None
self.next = None
self.key = key
self.value = val
class DoubleLinkedList(object):
def __init__(self):
self.head = None
self.tail = None
def _remove(self, node):
if self.head == self.tail:
self.head = self.tail = None
return
if node == self.head:
self.head = node.next
node.next.prev = None
return
if node == self.tail:
self.tail = node.prev
node.prev.next = None
return
node.next.prev = node.prev
node.prev.next = node.next
return
def remove_last_node(self):
self._remove(self.tail)
def is_empty(self):
return self.tail == None
def add_first(self, node):
if self.is_empty():
self.head = self.tail = node
node.next = node.prev = None
return
node.next = self.head
self.head.prev = node
node.prev = None
self.head = node
def traverse(self):
if self.is_empty():
raise ValueError, 'No elem in cache!'
else:
cur_node = self.head
while(cur_node != None):
print cur_node.value,
print '\t'
cur_node = cur_node.next
def max_capacity_check(method_to_decorate):
def wrapper(self, *args, **kwargs):
if self.size >= self.capacity:
print 'Max capacity found and will delete last use node!'
del self.P[self.cache.tail.key]
self.cache.remove_last_node()
self.size -= 1
method_to_decorate(self, *args, **kwargs)
return wrapper
class LRUCache(object):
def __init__(self, capacity):
"""
:type capacity: int
"""
self.capacity = capacity
self.size = 0
self.P = dict()
self.cache = DoubleLinkedList()
def get(self, key):
"""
:rtype: int
"""
if key in self.P.keys() and self.P[key]:
self.cache._remove(self.P[key])
self.cache.add_first(self.P[key])
return self.P[key].value
else:
raise ValueError, "No key found in cache"
@max_capacity_check
def set(self, key, value):
"""
:type key: int
:type value: int
:rtype: nothing
"""
if key in self.P.keys():
self.cache._remove(self.P[key])
self.cache.add_first(self.P[key])
self.P[key].value = value
else:
node = Node(key, value)
self.P[key] = node
self.cache.add_first(node)
self.size += 1
if __name__ == '__main__':
lru_cache = LRUCache(5)
for i in range(1, 10):
lru_cache.set('test%s' % i, i ** 2)
print lru_cache.P
lru_cache.cache.traverse()
主要代码出处,轮子就自己不造了,就做一些简单的修改。感谢源代码作者。