| 1 | """ |
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| 2 | Various useful utilities, mostly taken from the ASPN Python cookbook. |
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| 3 | """ |
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| 4 | |
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| 5 | seq_types = type( () ), type( [] ) |
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| 6 | |
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| 7 | def flatten( *args ): |
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| 8 | for arg in args: |
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| 9 | if type( arg ) in seq_types: |
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| 10 | for elem in arg: |
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| 11 | for f in flatten( elem ): |
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| 12 | yield f |
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| 13 | else: |
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| 14 | yield arg |
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| 15 | |
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| 16 | def cross_lists(*sets): |
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| 17 | """Return the cross product of the arguments""" |
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| 18 | wheels = map(iter, sets) |
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| 19 | digits = [it.next() for it in wheels] |
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| 20 | while True: |
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| 21 | yield digits[:] |
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| 22 | for i in range(len(digits)-1, -1, -1): |
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| 23 | try: |
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| 24 | digits[i] = wheels[i].next() |
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| 25 | break |
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| 26 | except StopIteration: |
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| 27 | wheels[i] = iter(sets[i]) |
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| 28 | digits[i] = wheels[i].next() |
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| 29 | else: |
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| 30 | break |
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| 31 | |
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| 32 | # Cached / memoized methods |
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| 33 | |
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| 34 | import types |
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| 35 | |
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| 36 | def cachedmethod(function): |
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| 37 | return types.MethodType(Memoize(function), None) |
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| 38 | |
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| 39 | |
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| 40 | class Memoize: |
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| 41 | def __init__(self,function): |
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| 42 | self._cache = {} |
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| 43 | self._callable = function |
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| 44 | |
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| 45 | def __call__(self, *args, **kwds): |
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| 46 | cache = self._cache |
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| 47 | key = self._getKey(*args,**kwds) |
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| 48 | try: return cache[key] |
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| 49 | except KeyError: |
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| 50 | cachedValue = cache[key] = self._callable(*args,**kwds) |
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| 51 | return cachedValue |
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| 52 | |
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| 53 | def _getKey(self,*args,**kwds): |
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| 54 | return kwds and (args, ImmutableDict(kwds)) or args |
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| 55 | |
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| 56 | |
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| 57 | class memoized(object): |
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| 58 | """Decorator that caches a function's return value each time it is called. |
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| 59 | If called later with the same arguments, the cached value is returned, and |
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| 60 | not re-evaluated. |
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| 61 | """ |
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| 62 | def __init__(self, func): |
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| 63 | self.func = func |
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| 64 | self.cache = {} |
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| 65 | def __call__(self, *args): |
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| 66 | try: |
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| 67 | return self.cache[args] |
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| 68 | except KeyError: |
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| 69 | self.cache[args] = value = self.func(*args) |
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| 70 | return value |
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| 71 | except TypeError: |
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| 72 | # uncachable -- for instance, passing a list as an argument. |
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| 73 | # Better to not cache than to blow up entirely. |
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| 74 | return self.func(*args) |
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| 75 | def __repr__(self): |
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| 76 | """Return the function's docstring.""" |
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| 77 | return self.func.__doc__ |
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| 78 | |
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| 79 | |
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| 80 | class ImmutableDict(dict): |
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| 81 | '''A hashable dict.''' |
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| 82 | |
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| 83 | def __init__(self,*args,**kwds): |
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| 84 | dict.__init__(self,*args,**kwds) |
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| 85 | def __setitem__(self,key,value): |
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| 86 | raise NotImplementedError, "dict is immutable" |
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| 87 | def __delitem__(self,key): |
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| 88 | raise NotImplementedError, "dict is immutable" |
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| 89 | def clear(self): |
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| 90 | raise NotImplementedError, "dict is immutable" |
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| 91 | def setdefault(self,k,default=None): |
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| 92 | raise NotImplementedError, "dict is immutable" |
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| 93 | def popitem(self): |
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| 94 | raise NotImplementedError, "dict is immutable" |
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| 95 | def update(self,other): |
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| 96 | raise NotImplementedError, "dict is immutable" |
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| 97 | def __hash__(self): |
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| 98 | return hash(tuple(self.iteritems())) |
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