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Fix lru cache copying (getsentry#3883)
A simpler and better LRU Cache implementation that prevents data leaking between copied caches. Fixes getsentry#3852 --------- Co-authored-by: Anton Pirker <[email protected]>
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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. | ||
from typing import TYPE_CHECKING | ||
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https://github.com/python/cpython/blob/v3.6.12/Lib/functools.py | ||
if TYPE_CHECKING: | ||
from typing import Any | ||
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Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, | ||
2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020 Python Software Foundation; | ||
All Rights Reserved | ||
PYTHON SOFTWARE FOUNDATION LICENSE VERSION 2 | ||
-------------------------------------------- | ||
1. This LICENSE AGREEMENT is between the Python Software Foundation | ||
("PSF"), and the Individual or Organization ("Licensee") accessing and | ||
otherwise using this software ("Python") in source or binary form and | ||
its associated documentation. | ||
2. Subject to the terms and conditions of this License Agreement, PSF hereby | ||
grants Licensee a nonexclusive, royalty-free, world-wide license to reproduce, | ||
analyze, test, perform and/or display publicly, prepare derivative works, | ||
distribute, and otherwise use Python alone or in any derivative version, | ||
provided, however, that PSF's License Agreement and PSF's notice of copyright, | ||
i.e., "Copyright (c) 2001, 2002, 2003, 2004, 2005, 2006, 2007, 2008, 2009, 2010, | ||
2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020 Python Software Foundation; | ||
All Rights Reserved" are retained in Python alone or in any derivative version | ||
prepared by Licensee. | ||
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. | ||
4. PSF is making Python available to Licensee on an "AS IS" | ||
basis. PSF MAKES NO REPRESENTATIONS OR WARRANTIES, EXPRESS OR | ||
IMPLIED. BY WAY OF EXAMPLE, BUT NOT LIMITATION, PSF MAKES NO AND | ||
DISCLAIMS ANY REPRESENTATION OR WARRANTY OF MERCHANTABILITY OR FITNESS | ||
FOR ANY PARTICULAR PURPOSE OR THAT THE USE OF PYTHON WILL NOT | ||
INFRINGE ANY THIRD PARTY RIGHTS. | ||
5. PSF SHALL NOT BE LIABLE TO LICENSEE OR ANY OTHER USERS OF PYTHON | ||
FOR ANY INCIDENTAL, SPECIAL, OR CONSEQUENTIAL DAMAGES OR LOSS AS | ||
A RESULT OF MODIFYING, DISTRIBUTING, OR OTHERWISE USING PYTHON, | ||
OR ANY DERIVATIVE THEREOF, EVEN IF ADVISED OF THE POSSIBILITY THEREOF. | ||
6. This License Agreement will automatically terminate upon a material | ||
breach of its terms and conditions. | ||
7. Nothing in this License Agreement shall be deemed to create any | ||
relationship of agency, partnership, or joint venture between PSF and | ||
Licensee. This License Agreement does not grant permission to use PSF | ||
trademarks or trade name in a trademark sense to endorse or promote | ||
products or services of Licensee, or any third party. | ||
8. By copying, installing or otherwise using Python, Licensee | ||
agrees to be bound by the terms and conditions of this License | ||
Agreement. | ||
""" | ||
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from copy import copy, deepcopy | ||
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SENTINEL = object() | ||
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# aliases to the entries in a node | ||
PREV = 0 | ||
NEXT = 1 | ||
KEY = 2 | ||
VALUE = 3 | ||
_SENTINEL = object() | ||
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class LRUCache: | ||
def __init__(self, max_size): | ||
assert max_size > 0 | ||
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# type: (int) -> None | ||
if max_size <= 0: | ||
raise AssertionError(f"invalid max_size: {max_size}") | ||
self.max_size = max_size | ||
self.full = False | ||
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self.cache = {} | ||
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# 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] | ||
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self._data = {} # type: dict[Any, Any] | ||
self.hits = self.misses = 0 | ||
self.full = False | ||
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def __copy__(self): | ||
cache = LRUCache(self.max_size) | ||
cache.full = self.full | ||
cache.cache = copy(self.cache) | ||
cache.root = deepcopy(self.root) | ||
return cache | ||
# type: () -> LRUCache | ||
new = LRUCache(max_size=self.max_size) | ||
new.hits = self.hits | ||
new.misses = self.misses | ||
new.full = self.full | ||
new._data = self._data.copy() | ||
return new | ||
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def set(self, key, value): | ||
link = self.cache.get(key, SENTINEL) | ||
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if link is not SENTINEL: | ||
# have to move the node to the front of the linked list | ||
link_prev, link_next, _key, _value = link | ||
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# first remove the node from the lsnked list | ||
link_prev[NEXT] = link_next | ||
link_next[PREV] = link_prev | ||
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# 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 | ||
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# update the value | ||
link[VALUE] = value | ||
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# type: (Any, Any) -> None | ||
current = self._data.pop(key, _SENTINEL) | ||
if current is not _SENTINEL: | ||
self._data[key] = 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 | ||
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self.root = old_root[NEXT] | ||
old_key = self.root[KEY] | ||
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self.root[KEY] = self.root[VALUE] = None | ||
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del self.cache[old_key] | ||
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self.cache[key] = old_root | ||
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self._data.pop(next(iter(self._data))) | ||
self._data[key] = value | ||
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 | ||
self._data[key] = value | ||
self.full = len(self._data) >= self.max_size | ||
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def get(self, key, default=None): | ||
link = self.cache.get(key, SENTINEL) | ||
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if link is SENTINEL: | ||
# type: (Any, Any) -> Any | ||
try: | ||
ret = self._data.pop(key) | ||
except KeyError: | ||
self.misses += 1 | ||
return default | ||
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# have to move the node to the front of the linked list | ||
link_prev, link_next, _key, _value = link | ||
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# first remove the node from the lsnked list | ||
link_prev[NEXT] = link_next | ||
link_next[PREV] = link_prev | ||
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# 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 | ||
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self.hits += 1 | ||
ret = default | ||
else: | ||
self.hits += 1 | ||
self._data[key] = ret | ||
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return link[VALUE] | ||
return ret | ||
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def get_all(self): | ||
nodes = [] | ||
node = self.root[NEXT] | ||
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# To ensure the loop always terminates we iterate to the maximum | ||
# size of the LRU cache. | ||
for _ in range(self.max_size): | ||
# The cache may not be full. We exit early if we've wrapped | ||
# around to the head. | ||
if node is self.root: | ||
break | ||
nodes.append((node[KEY], node[VALUE])) | ||
node = node[NEXT] | ||
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return nodes | ||
# type: () -> list[tuple[Any, Any]] | ||
return list(self._data.items()) |
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