2020 from _thread import RLock
2121except :
2222 class RLock :
23- 'Dummy reentrant lock'
23+ 'Dummy reentrant lock for builds without threads '
2424 def __enter__ (self ): pass
2525 def __exit__ (self , exctype , excinst , exctb ): pass
2626
@@ -172,6 +172,12 @@ def newfunc(*fargs, **fkeywords):
172172_CacheInfo = namedtuple ("CacheInfo" , ["hits" , "misses" , "maxsize" , "currsize" ])
173173
174174class _HashedSeq (list ):
175+ """ This class guarantees that hash() will be called no more than once
176+ per element. This is important because the lru_cache() will hash
177+ the key multiple times on a cache miss.
178+
179+ """
180+
175181 __slots__ = 'hashvalue'
176182
177183 def __init__ (self , tup , hash = hash ):
@@ -185,7 +191,16 @@ def _make_key(args, kwds, typed,
185191 kwd_mark = (object (),),
186192 fasttypes = {int , str , frozenset , type (None )},
187193 sorted = sorted , tuple = tuple , type = type , len = len ):
188- 'Make a cache key from optionally typed positional and keyword arguments'
194+ """Make a cache key from optionally typed positional and keyword arguments
195+
196+ The key is constructed in a way that is flat as possible rather than
197+ as a nested structure that would take more memory.
198+
199+ If there is only a single argument and its data type is known to cache
200+ its hash value, then that argument is returned without a wrapper. This
201+ saves space and improves lookup speed.
202+
203+ """
189204 key = args
190205 if kwds :
191206 sorted_items = sorted (kwds .items ())
@@ -242,7 +257,7 @@ def decorating_function(user_function):
242257 if maxsize == 0 :
243258
244259 def wrapper (* args , ** kwds ):
245- # no caching, just a statistics update after a successful call
260+ # No caching -- just a statistics update after a successful call
246261 nonlocal misses
247262 result = user_function (* args , ** kwds )
248263 misses += 1
@@ -272,8 +287,8 @@ def wrapper(*args, **kwds):
272287 with lock :
273288 link = cache_get (key )
274289 if link is not None :
275- # move the link to the front of the circular queue
276- link_prev , link_next , key , result = link
290+ # Move the link to the front of the circular queue
291+ link_prev , link_next , _key , result = link
277292 link_prev [NEXT ] = link_next
278293 link_next [PREV ] = link_prev
279294 last = root [PREV ]
@@ -285,26 +300,34 @@ def wrapper(*args, **kwds):
285300 result = user_function (* args , ** kwds )
286301 with lock :
287302 if key in cache :
288- # getting here means that this same key was added to the
289- # cache while the lock was released. since the link
303+ # Getting here means that this same key was added to the
304+ # cache while the lock was released. Since the link
290305 # update is already done, we need only return the
291306 # computed result and update the count of misses.
292307 pass
293308 elif full :
294- # use the old root to store the new key and result
309+ # Use the old root to store the new key and result.
295310 oldroot = root
296311 oldroot [KEY ] = key
297312 oldroot [RESULT ] = result
298- # empty the oldest link and make it the new root
313+ # Empty the oldest link and make it the new root.
314+ # Keep a reference to the old key and old result to
315+ # prevent their ref counts from going to zero during the
316+ # update. That will prevent potentially arbitrary object
317+ # clean-up code (i.e. __del__) from running while we're
318+ # still adjusting the links.
299319 root = oldroot [NEXT ]
300320 oldkey = root [KEY ]
301- oldvalue = root [RESULT ]
321+ oldresult = root [RESULT ]
302322 root [KEY ] = root [RESULT ] = None
303- # now update the cache dictionary for the new links
323+ # Now update the cache dictionary.
304324 del cache [oldkey ]
325+ # Save the potentially reentrant cache[key] assignment
326+ # for last, after the root and links have been put in
327+ # a consistent state.
305328 cache [key ] = oldroot
306329 else :
307- # put result in a new link at the front of the queue
330+ # Put result in a new link at the front of the queue.
308331 last = root [PREV ]
309332 link = [last , root , key , result ]
310333 last [NEXT ] = root [PREV ] = cache [key ] = link
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