Created
April 21, 2011 21:37
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memoization implementation with simple limit. some thoughs [here](http://www.az2000.de/docs/memoization/)
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class Entry: | |
def __init__(self, x, y): | |
self.x = x | |
self.y = y | |
self.leftEntry = None | |
self.rightEntry = None | |
def pop(self): | |
if self.leftEntry is not None: | |
self.leftEntry.rightEntry = self.rightEntry | |
if self.rightEntry is not None: | |
self.rightEntry.leftEntry = self.leftEntry | |
self.leftEntry = None | |
self.rightEntry = None | |
class MemoizedFunction: | |
N = 100 | |
def __init__(self, f): | |
self.f = f | |
self.entries = {} | |
self.topEntry = None | |
self.bottomEntry = None | |
def pushTop(self, entry): | |
entry.rightEntry = self.topEntry | |
if self.topEntry is not None: | |
self.topEntry.leftEntry = entry | |
self.topEntry = entry | |
if self.bottomEntry is None: | |
self.bottomEntry = entry | |
def __call__(self, x): | |
if x in self.entries: | |
entry = self.entries[x] | |
if entry is self.bottomEntry: | |
assert entry.rightEntry is None | |
self.bottomEntry = entry.leftEntry | |
entry.pop() | |
self.pushTop(entry) | |
return entry.y | |
y = self.f(x) | |
entry = Entry(x, y) | |
self.entries[x] = entry | |
self.pushTop(entry) | |
if len(self.entries) > self.N: | |
entry = self.bottomEntry | |
assert entry is not None | |
assert entry.rightEntry is None | |
assert entry.leftEntry is not None # at least for N>=2 | |
del self.entries[entry.x] | |
self.bottomEntry = entry.leftEntry | |
self.bottomEntry.rightEntry = None | |
return y |
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