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"""
A fork of Python 3.6's stdlib lru_cache (found in Python's 'cpython/Lib/functools.py')
adapted into a data structure for single threaded uses.
https://github.com/python/cpython/blob/v3.6.12/Lib/functools.py
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2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020 Python Software Foundation;
All Rights Reserved
PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2
--------------------------------------------
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("PSF"), and the Individual or Organization ("Licensee") accessing and
otherwise using this software ("Python") in source or binary form and
its associated documentation.
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analyze, test, perform and/or display publicly, prepare derivative works,
distribute, and otherwise use Python alone or in any derivative version,
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i.e., "Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010,
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All Rights Reserved" are retained in Python alone or in any derivative version
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3. In the event Licensee prepares a derivative work that is based on
or incorporates Python or any part thereof, and wants to make
the derivative work available to others as provided herein, then
Licensee hereby agrees to include in any such work a brief summary of
the changes made to Python.
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Agreement.
"""
SENTINEL = object()
# aliases to the entries in a node
PREV = 0
NEXT = 1
KEY = 2
VALUE = 3
class LRUCache(object):
def __init__(self, max_size):
assert max_size > 0
self.max_size = max_size
self.full = False
self.cache = {}
# root of the circularly linked list to keep track of
# the least recently used key
self.root = [] # type: ignore
# the node looks like [PREV, NEXT, KEY, VALUE]
self.root[:] = [self.root, self.root, None, None]
self.hits = self.misses = 0
def set(self, key, value):
link = self.cache.get(key, SENTINEL)
if link is not SENTINEL:
# have to move the node to the front of the linked list
link_prev, link_next, _key, _value = link
# first remove the node from the lsnked list
link_prev[NEXT] = link_next
link_next[PREV] = link_prev
# insert the node between the root and the last
last = self.root[PREV]
last[NEXT] = self.root[PREV] = link
link[PREV] = last
link[NEXT] = self.root
# update the value
link[VALUE] = value
elif self.full:
# reuse the root node, so update its key/value
old_root = self.root
old_root[KEY] = key
old_root[VALUE] = value
self.root = old_root[NEXT]
old_key = self.root[KEY]
self.root[KEY] = self.root[VALUE] = None
del self.cache[old_key]
self.cache[key] = old_root
else:
# insert new node after last
last = self.root[PREV]
link = [last, self.root, key, value]
last[NEXT] = self.root[PREV] = self.cache[key] = link
self.full = len(self.cache) >= self.max_size
def get(self, key, default=None):
link = self.cache.get(key, SENTINEL)
if link is SENTINEL:
self.misses += 1
return default
# have to move the node to the front of the linked list
link_prev, link_next, _key, _value = link
# first remove the node from the lsnked list
link_prev[NEXT] = link_next
link_next[PREV] = link_prev
# insert the node between the root and the last
last = self.root[PREV]
last[NEXT] = self.root[PREV] = link
link[PREV] = last
link[NEXT] = self.root
self.hits += 1
return link[VALUE]
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