Move make_key() out of the decorator body. Make keys that only need to be hashed once.
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@ -142,6 +142,30 @@ except ImportError:
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_CacheInfo = namedtuple("CacheInfo", ["hits", "misses", "maxsize", "currsize"])
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class _CacheKey(list):
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'Make a cache key from optionally typed positional and keyword arguments'
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__slots__ = 'hashvalue'
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def __init__(self, args, kwds, typed,
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kwd_mark = (object(),),
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sorted=sorted, tuple=tuple, type=type, hash=hash):
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key = args
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if kwds:
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sorted_items = sorted(kwds.items())
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key += kwd_mark
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for item in sorted_items:
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key += item
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if typed:
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key += tuple(type(v) for v in args)
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if kwds:
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key += tuple(type(v) for k, v in sorted_items)
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self[:] = key
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self.hashvalue = hash(key) # so we only have to hash just once
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def __hash__(self):
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return self.hashvalue
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def lru_cache(maxsize=100, typed=False):
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"""Least-recently-used cache decorator.
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@ -168,8 +192,8 @@ def lru_cache(maxsize=100, typed=False):
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# to allow the implementation to change (including a possible C version).
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# Constants shared by all lru cache instances:
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kwd_mark = (object(),) # separate positional and keyword args
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sentinel = object() # unique object used to signal cache misses
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make_key = _CacheKey # build a key from the function arguments
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PREV, NEXT, KEY, RESULT = 0, 1, 2, 3 # names for the link fields
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def decorating_function(user_function):
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@ -182,20 +206,6 @@ def lru_cache(maxsize=100, typed=False):
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root = [] # root of the circular doubly linked list
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root[:] = [root, root, None, None] # initialize by pointing to self
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def make_key(args, kwds, typed, tuple=tuple, sorted=sorted, type=type):
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# build a cache key from positional and keyword args
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key = args
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if kwds:
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sorted_items = tuple(sorted(kwds.items()))
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key += kwd_mark
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key += tuple(k for k, v in sorted_items)
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key += tuple(v for k, v in sorted_items)
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if typed:
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key += tuple(type(v) for v in args)
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if kwds:
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key += tuple(type(v) for k, v in sorted_items)
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return key
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if maxsize == 0:
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def wrapper(*args, **kwds):
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@ -210,7 +220,7 @@ def lru_cache(maxsize=100, typed=False):
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def wrapper(*args, **kwds):
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# simple caching without ordering or size limit
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nonlocal hits, misses, currsize
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key = make_key(args, kwds, typed) if kwds or typed else args
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key = make_key(args, kwds, typed)
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result = cache_get(key, sentinel)
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if result is not sentinel:
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hits += 1
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@ -226,7 +236,7 @@ def lru_cache(maxsize=100, typed=False):
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def wrapper(*args, **kwds):
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# size limited caching that tracks accesses by recency
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nonlocal root, hits, misses, currsize, full
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key = make_key(args, kwds, typed) if kwds or typed else args
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key = make_key(args, kwds, typed)
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with lock:
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link = cache_get(key)
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if link is not None:
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