| 1 | """Classes to represent arbitrary sets (including sets of sets).
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| 2 |
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| 3 | This module implements sets using dictionaries whose values are
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| 4 | ignored. The usual operations (union, intersection, deletion, etc.)
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| 5 | are provided as both methods and operators.
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| 6 |
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| 7 | Important: sets are not sequences! While they support 'x in s',
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| 8 | 'len(s)', and 'for x in s', none of those operations are unique for
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| 9 | sequences; for example, mappings support all three as well. The
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| 10 | characteristic operation for sequences is subscripting with small
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| 11 | integers: s[i], for i in range(len(s)). Sets don't support
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| 12 | subscripting at all. Also, sequences allow multiple occurrences and
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| 13 | their elements have a definite order; sets on the other hand don't
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| 14 | record multiple occurrences and don't remember the order of element
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| 15 | insertion (which is why they don't support s[i]).
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| 16 |
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| 17 | The following classes are provided:
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| 18 |
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| 19 | BaseSet -- All the operations common to both mutable and immutable
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| 20 | sets. This is an abstract class, not meant to be directly
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| 21 | instantiated.
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| 22 |
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| 23 | Set -- Mutable sets, subclass of BaseSet; not hashable.
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| 24 |
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| 25 | ImmutableSet -- Immutable sets, subclass of BaseSet; hashable.
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| 26 | An iterable argument is mandatory to create an ImmutableSet.
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| 27 |
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| 28 | _TemporarilyImmutableSet -- A wrapper around a Set, hashable,
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| 29 | giving the same hash value as the immutable set equivalent
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| 30 | would have. Do not use this class directly.
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| 31 |
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| 32 | Only hashable objects can be added to a Set. In particular, you cannot
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| 33 | really add a Set as an element to another Set; if you try, what is
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| 34 | actually added is an ImmutableSet built from it (it compares equal to
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| 35 | the one you tried adding).
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| 36 |
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| 37 | When you ask if `x in y' where x is a Set and y is a Set or
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| 38 | ImmutableSet, x is wrapped into a _TemporarilyImmutableSet z, and
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| 39 | what's tested is actually `z in y'.
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| 40 |
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| 41 | """
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| 42 |
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| 43 | # Code history:
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| 44 | #
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| 45 | # - Greg V. Wilson wrote the first version, using a different approach
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| 46 | # to the mutable/immutable problem, and inheriting from dict.
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| 47 | #
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| 48 | # - Alex Martelli modified Greg's version to implement the current
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| 49 | # Set/ImmutableSet approach, and make the data an attribute.
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| 50 | #
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| 51 | # - Guido van Rossum rewrote much of the code, made some API changes,
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| 52 | # and cleaned up the docstrings.
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| 53 | #
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| 54 | # - Raymond Hettinger added a number of speedups and other
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| 55 | # improvements.
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| 56 |
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| 57 | from __future__ import generators
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| 58 | try:
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| 59 | from itertools import ifilter, ifilterfalse
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| 60 | except ImportError:
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| 61 | # Code to make the module run under Py2.2
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| 62 | def ifilter(predicate, iterable):
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| 63 | if predicate is None:
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| 64 | def predicate(x):
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| 65 | return x
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| 66 | for x in iterable:
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| 67 | if predicate(x):
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| 68 | yield x
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| 69 | def ifilterfalse(predicate, iterable):
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| 70 | if predicate is None:
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| 71 | def predicate(x):
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| 72 | return x
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| 73 | for x in iterable:
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| 74 | if not predicate(x):
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| 75 | yield x
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| 76 | try:
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| 77 | True, False
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| 78 | except NameError:
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| 79 | True, False = (0==0, 0!=0)
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| 80 |
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| 81 | __all__ = ['BaseSet', 'Set', 'ImmutableSet']
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| 82 |
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| 83 | class BaseSet(object):
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| 84 | """Common base class for mutable and immutable sets."""
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| 85 |
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| 86 | __slots__ = ['_data']
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| 87 |
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| 88 | # Constructor
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| 89 |
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| 90 | def __init__(self):
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| 91 | """This is an abstract class."""
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| 92 | # Don't call this from a concrete subclass!
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| 93 | if self.__class__ is BaseSet:
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| 94 | raise TypeError, ("BaseSet is an abstract class. "
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| 95 | "Use Set or ImmutableSet.")
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| 96 |
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| 97 | # Standard protocols: __len__, __repr__, __str__, __iter__
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| 98 |
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| 99 | def __len__(self):
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| 100 | """Return the number of elements of a set."""
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| 101 | return len(self._data)
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| 102 |
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| 103 | def __repr__(self):
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| 104 | """Return string representation of a set.
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| 105 |
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| 106 | This looks like 'Set([<list of elements>])'.
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| 107 | """
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| 108 | return self._repr()
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| 109 |
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| 110 | # __str__ is the same as __repr__
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| 111 | __str__ = __repr__
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| 112 |
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| 113 | def _repr(self, sorted=False):
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| 114 | elements = self._data.keys()
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| 115 | if sorted:
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| 116 | elements.sort()
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| 117 | return '%s(%r)' % (self.__class__.__name__, elements)
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| 118 |
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| 119 | def __iter__(self):
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| 120 | """Return an iterator over the elements or a set.
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| 121 |
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| 122 | This is the keys iterator for the underlying dict.
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| 123 | """
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| 124 | return self._data.iterkeys()
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| 125 |
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| 126 | # Three-way comparison is not supported. However, because __eq__ is
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| 127 | # tried before __cmp__, if Set x == Set y, x.__eq__(y) returns True and
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| 128 | # then cmp(x, y) returns 0 (Python doesn't actually call __cmp__ in this
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| 129 | # case).
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| 130 |
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| 131 | def __cmp__(self, other):
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| 132 | raise TypeError, "can't compare sets using cmp()"
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| 133 |
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| 134 | # Equality comparisons using the underlying dicts. Mixed-type comparisons
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| 135 | # are allowed here, where Set == z for non-Set z always returns False,
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| 136 | # and Set != z always True. This allows expressions like "x in y" to
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| 137 | # give the expected result when y is a sequence of mixed types, not
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| 138 | # raising a pointless TypeError just because y contains a Set, or x is
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| 139 | # a Set and y contain's a non-set ("in" invokes only __eq__).
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| 140 | # Subtle: it would be nicer if __eq__ and __ne__ could return
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| 141 | # NotImplemented instead of True or False. Then the other comparand
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| 142 | # would get a chance to determine the result, and if the other comparand
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| 143 | # also returned NotImplemented then it would fall back to object address
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| 144 | # comparison (which would always return False for __eq__ and always
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| 145 | # True for __ne__). However, that doesn't work, because this type
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| 146 | # *also* implements __cmp__: if, e.g., __eq__ returns NotImplemented,
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| 147 | # Python tries __cmp__ next, and the __cmp__ here then raises TypeError.
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| 148 |
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| 149 | def __eq__(self, other):
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| 150 | if isinstance(other, BaseSet):
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| 151 | return self._data == other._data
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| 152 | else:
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| 153 | return False
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| 154 |
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| 155 | def __ne__(self, other):
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| 156 | if isinstance(other, BaseSet):
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| 157 | return self._data != other._data
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| 158 | else:
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| 159 | return True
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| 160 |
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| 161 | # Copying operations
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| 162 |
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| 163 | def copy(self):
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| 164 | """Return a shallow copy of a set."""
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| 165 | result = self.__class__()
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| 166 | result._data.update(self._data)
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| 167 | return result
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| 168 |
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| 169 | __copy__ = copy # For the copy module
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| 170 |
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| 171 | def __deepcopy__(self, memo):
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| 172 | """Return a deep copy of a set; used by copy module."""
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| 173 | # This pre-creates the result and inserts it in the memo
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| 174 | # early, in case the deep copy recurses into another reference
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| 175 | # to this same set. A set can't be an element of itself, but
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| 176 | # it can certainly contain an object that has a reference to
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| 177 | # itself.
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| 178 | from copy import deepcopy
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| 179 | result = self.__class__()
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| 180 | memo[id(self)] = result
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| 181 | data = result._data
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| 182 | value = True
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| 183 | for elt in self:
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| 184 | data[deepcopy(elt, memo)] = value
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| 185 | return result
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| 186 |
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| 187 | # Standard set operations: union, intersection, both differences.
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| 188 | # Each has an operator version (e.g. __or__, invoked with |) and a
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| 189 | # method version (e.g. union).
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| 190 | # Subtle: Each pair requires distinct code so that the outcome is
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| 191 | # correct when the type of other isn't suitable. For example, if
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| 192 | # we did "union = __or__" instead, then Set().union(3) would return
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| 193 | # NotImplemented instead of raising TypeError (albeit that *why* it
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| 194 | # raises TypeError as-is is also a bit subtle).
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| 195 |
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| 196 | def __or__(self, other):
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| 197 | """Return the union of two sets as a new set.
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| 198 |
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| 199 | (I.e. all elements that are in either set.)
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| 200 | """
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| 201 | if not isinstance(other, BaseSet):
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| 202 | return NotImplemented
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| 203 | return self.union(other)
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| 204 |
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| 205 | def union(self, other):
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| 206 | """Return the union of two sets as a new set.
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| 207 |
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| 208 | (I.e. all elements that are in either set.)
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| 209 | """
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| 210 | result = self.__class__(self)
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| 211 | result._update(other)
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| 212 | return result
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| 213 |
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| 214 | def __and__(self, other):
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| 215 | """Return the intersection of two sets as a new set.
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| 216 |
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| 217 | (I.e. all elements that are in both sets.)
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| 218 | """
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| 219 | if not isinstance(other, BaseSet):
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| 220 | return NotImplemented
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| 221 | return self.intersection(other)
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| 222 |
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| 223 | def intersection(self, other):
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| 224 | """Return the intersection of two sets as a new set.
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| 225 |
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| 226 | (I.e. all elements that are in both sets.)
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| 227 | """
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| 228 | if not isinstance(other, BaseSet):
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| 229 | other = Set(other)
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| 230 | if len(self) <= len(other):
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| 231 | little, big = self, other
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| 232 | else:
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| 233 | little, big = other, self
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| 234 | common = ifilter(big._data.has_key, little)
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| 235 | return self.__class__(common)
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| 236 |
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| 237 | def __xor__(self, other):
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| 238 | """Return the symmetric difference of two sets as a new set.
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| 239 |
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| 240 | (I.e. all elements that are in exactly one of the sets.)
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| 241 | """
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| 242 | if not isinstance(other, BaseSet):
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| 243 | return NotImplemented
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| 244 | return self.symmetric_difference(other)
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| 245 |
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| 246 | def symmetric_difference(self, other):
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| 247 | """Return the symmetric difference of two sets as a new set.
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| 248 |
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| 249 | (I.e. all elements that are in exactly one of the sets.)
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| 250 | """
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| 251 | result = self.__class__()
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| 252 | data = result._data
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| 253 | value = True
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| 254 | selfdata = self._data
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| 255 | try:
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| 256 | otherdata = other._data
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| 257 | except AttributeError:
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| 258 | otherdata = Set(other)._data
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| 259 | for elt in ifilterfalse(otherdata.has_key, selfdata):
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| 260 | data[elt] = value
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| 261 | for elt in ifilterfalse(selfdata.has_key, otherdata):
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| 262 | data[elt] = value
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| 263 | return result
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| 264 |
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| 265 | def __sub__(self, other):
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| 266 | """Return the difference of two sets as a new Set.
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| 267 |
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| 268 | (I.e. all elements that are in this set and not in the other.)
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| 269 | """
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| 270 | if not isinstance(other, BaseSet):
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| 271 | return NotImplemented
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| 272 | return self.difference(other)
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| 273 |
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| 274 | def difference(self, other):
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| 275 | """Return the difference of two sets as a new Set.
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| 276 |
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| 277 | (I.e. all elements that are in this set and not in the other.)
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| 278 | """
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| 279 | result = self.__class__()
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| 280 | data = result._data
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| 281 | try:
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| 282 | otherdata = other._data
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| 283 | except AttributeError:
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| 284 | otherdata = Set(other)._data
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| 285 | value = True
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| 286 | for elt in ifilterfalse(otherdata.has_key, self):
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| 287 | data[elt] = value
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| 288 | return result
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| 289 |
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| 290 | # Membership test
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| 291 |
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| 292 | def __contains__(self, element):
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| 293 | """Report whether an element is a member of a set.
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| 294 |
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| 295 | (Called in response to the expression `element in self'.)
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| 296 | """
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| 297 | try:
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| 298 | return element in self._data
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| 299 | except TypeError:
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| 300 | transform = getattr(element, "__as_temporarily_immutable__", None)
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| 301 | if transform is None:
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| 302 | raise # re-raise the TypeError exception we caught
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| 303 | return transform() in self._data
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| 304 |
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| 305 | # Subset and superset test
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| 306 |
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| 307 | def issubset(self, other):
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| 308 | """Report whether another set contains this set."""
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| 309 | self._binary_sanity_check(other)
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| 310 | if len(self) > len(other): # Fast check for obvious cases
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| 311 | return False
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| 312 | for elt in ifilterfalse(other._data.has_key, self):
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| 313 | return False
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| 314 | return True
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| 315 |
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| 316 | def issuperset(self, other):
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| 317 | """Report whether this set contains another set."""
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| 318 | self._binary_sanity_check(other)
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| 319 | if len(self) < len(other): # Fast check for obvious cases
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| 320 | return False
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| 321 | for elt in ifilterfalse(self._data.has_key, other):
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| 322 | return False
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| 323 | return True
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| 324 |
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| 325 | # Inequality comparisons using the is-subset relation.
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| 326 | __le__ = issubset
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| 327 | __ge__ = issuperset
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| 328 |
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| 329 | def __lt__(self, other):
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| 330 | self._binary_sanity_check(other)
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| 331 | return len(self) < len(other) and self.issubset(other)
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| 332 |
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| 333 | def __gt__(self, other):
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| 334 | self._binary_sanity_check(other)
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| 335 | return len(self) > len(other) and self.issuperset(other)
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| 336 |
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| 337 | # Assorted helpers
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| 338 |
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| 339 | def _binary_sanity_check(self, other):
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| 340 | # Check that the other argument to a binary operation is also
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| 341 | # a set, raising a TypeError otherwise.
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| 342 | if not isinstance(other, BaseSet):
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| 343 | raise TypeError, "Binary operation only permitted between sets"
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| 344 |
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| 345 | def _compute_hash(self):
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| 346 | # Calculate hash code for a set by xor'ing the hash codes of
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| 347 | # the elements. This ensures that the hash code does not depend
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| 348 | # on the order in which elements are added to the set. This is
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| 349 | # not called __hash__ because a BaseSet should not be hashable;
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| 350 | # only an ImmutableSet is hashable.
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| 351 | result = 0
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| 352 | for elt in self:
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| 353 | result ^= hash(elt)
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| 354 | return result
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| 355 |
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| 356 | def _update(self, iterable):
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| 357 | # The main loop for update() and the subclass __init__() methods.
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| 358 | data = self._data
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| 359 |
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| 360 | # Use the fast update() method when a dictionary is available.
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| 361 | if isinstance(iterable, BaseSet):
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| 362 | data.update(iterable._data)
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| 363 | return
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| 364 |
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| 365 | value = True
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| 366 |
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| 367 | if type(iterable) in (list, tuple, xrange):
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| 368 | # Optimized: we know that __iter__() and next() can't
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| 369 | # raise TypeError, so we can move 'try:' out of the loop.
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| 370 | it = iter(iterable)
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| 371 | while True:
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| 372 | try:
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| 373 | for element in it:
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| 374 | data[element] = value
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| 375 | return
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| 376 | except TypeError:
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| 377 | transform = getattr(element, "__as_immutable__", None)
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| 378 | if transform is None:
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| 379 | raise # re-raise the TypeError exception we caught
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| 380 | data[transform()] = value
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| 381 | else:
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| 382 | # Safe: only catch TypeError where intended
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| 383 | for element in iterable:
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| 384 | try:
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| 385 | data[element] = value
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| 386 | except TypeError:
|
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| 387 | transform = getattr(element, "__as_immutable__", None)
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| 388 | if transform is None:
|
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| 389 | raise # re-raise the TypeError exception we caught
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| 390 | data[transform()] = value
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| 391 |
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| 392 |
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| 393 | class ImmutableSet(BaseSet):
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| 394 | """Immutable set class."""
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| 395 |
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| 396 | __slots__ = ['_hashcode']
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| 397 |
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| 398 | # BaseSet + hashing
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| 399 |
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| 400 | def __init__(self, iterable=None):
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| 401 | """Construct an immutable set from an optional iterable."""
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| 402 | self._hashcode = None
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| 403 | self._data = {}
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| 404 | if iterable is not None:
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| 405 | self._update(iterable)
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| 406 |
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| 407 | def __hash__(self):
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| 408 | if self._hashcode is None:
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| 409 | self._hashcode = self._compute_hash()
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| 410 | return self._hashcode
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| 411 |
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| 412 | def __getstate__(self):
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| 413 | return self._data, self._hashcode
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| 414 |
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| 415 | def __setstate__(self, state):
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| 416 | self._data, self._hashcode = state
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| 417 |
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| 418 | class Set(BaseSet):
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| 419 | """ Mutable set class."""
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| 420 |
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| 421 | __slots__ = []
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| 422 |
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| 423 | # BaseSet + operations requiring mutability; no hashing
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| 424 |
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| 425 | def __init__(self, iterable=None):
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| 426 | """Construct a set from an optional iterable."""
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| 427 | self._data = {}
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| 428 | if iterable is not None:
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| 429 | self._update(iterable)
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| 430 |
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| 431 | def __getstate__(self):
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| 432 | # getstate's results are ignored if it is not
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| 433 | return self._data,
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| 434 |
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| 435 | def __setstate__(self, data):
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| 436 | self._data, = data
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| 437 |
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| 438 | def __hash__(self):
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| 439 | """A Set cannot be hashed."""
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| 440 | # We inherit object.__hash__, so we must deny this explicitly
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| 441 | raise TypeError, "Can't hash a Set, only an ImmutableSet."
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| 442 |
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| 443 | # In-place union, intersection, differences.
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| 444 | # Subtle: The xyz_update() functions deliberately return None,
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| 445 | # as do all mutating operations on built-in container types.
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| 446 | # The __xyz__ spellings have to return self, though.
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| 447 |
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| 448 | def __ior__(self, other):
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| 449 | """Update a set with the union of itself and another."""
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| 450 | self._binary_sanity_check(other)
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| 451 | self._data.update(other._data)
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| 452 | return self
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| 453 |
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| 454 | def union_update(self, other):
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| 455 | """Update a set with the union of itself and another."""
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| 456 | self._update(other)
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| 457 |
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| 458 | def __iand__(self, other):
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| 459 | """Update a set with the intersection of itself and another."""
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| 460 | self._binary_sanity_check(other)
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| 461 | self._data = (self & other)._data
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| 462 | return self
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| 463 |
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| 464 | def intersection_update(self, other):
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| 465 | """Update a set with the intersection of itself and another."""
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| 466 | if isinstance(other, BaseSet):
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| 467 | self &= other
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| 468 | else:
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| 469 | self._data = (self.intersection(other))._data
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| 470 |
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| 471 | def __ixor__(self, other):
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| 472 | """Update a set with the symmetric difference of itself and another."""
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| 473 | self._binary_sanity_check(other)
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| 474 | self.symmetric_difference_update(other)
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| 475 | return self
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| 476 |
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| 477 | def symmetric_difference_update(self, other):
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| 478 | """Update a set with the symmetric difference of itself and another."""
|
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| 479 | data = self._data
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| 480 | value = True
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|---|
| 481 | if not isinstance(other, BaseSet):
|
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| 482 | other = Set(other)
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|---|
| 483 | if self is other:
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|---|
| 484 | self.clear()
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|---|
| 485 | for elt in other:
|
|---|
| 486 | if elt in data:
|
|---|
| 487 | del data[elt]
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|---|
| 488 | else:
|
|---|
| 489 | data[elt] = value
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|---|
| 490 |
|
|---|
| 491 | def __isub__(self, other):
|
|---|
| 492 | """Remove all elements of another set from this set."""
|
|---|
| 493 | self._binary_sanity_check(other)
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|---|
| 494 | self.difference_update(other)
|
|---|
| 495 | return self
|
|---|
| 496 |
|
|---|
| 497 | def difference_update(self, other):
|
|---|
| 498 | """Remove all elements of another set from this set."""
|
|---|
| 499 | data = self._data
|
|---|
| 500 | if not isinstance(other, BaseSet):
|
|---|
| 501 | other = Set(other)
|
|---|
| 502 | if self is other:
|
|---|
| 503 | self.clear()
|
|---|
| 504 | for elt in ifilter(data.has_key, other):
|
|---|
| 505 | del data[elt]
|
|---|
| 506 |
|
|---|
| 507 | # Python dict-like mass mutations: update, clear
|
|---|
| 508 |
|
|---|
| 509 | def update(self, iterable):
|
|---|
| 510 | """Add all values from an iterable (such as a list or file)."""
|
|---|
| 511 | self._update(iterable)
|
|---|
| 512 |
|
|---|
| 513 | def clear(self):
|
|---|
| 514 | """Remove all elements from this set."""
|
|---|
| 515 | self._data.clear()
|
|---|
| 516 |
|
|---|
| 517 | # Single-element mutations: add, remove, discard
|
|---|
| 518 |
|
|---|
| 519 | def add(self, element):
|
|---|
| 520 | """Add an element to a set.
|
|---|
| 521 |
|
|---|
| 522 | This has no effect if the element is already present.
|
|---|
| 523 | """
|
|---|
| 524 | try:
|
|---|
| 525 | self._data[element] = True
|
|---|
| 526 | except TypeError:
|
|---|
| 527 | transform = getattr(element, "__as_immutable__", None)
|
|---|
| 528 | if transform is None:
|
|---|
| 529 | raise # re-raise the TypeError exception we caught
|
|---|
| 530 | self._data[transform()] = True
|
|---|
| 531 |
|
|---|
| 532 | def remove(self, element):
|
|---|
| 533 | """Remove an element from a set; it must be a member.
|
|---|
| 534 |
|
|---|
| 535 | If the element is not a member, raise a KeyError.
|
|---|
| 536 | """
|
|---|
| 537 | try:
|
|---|
| 538 | del self._data[element]
|
|---|
| 539 | except TypeError:
|
|---|
| 540 | transform = getattr(element, "__as_temporarily_immutable__", None)
|
|---|
| 541 | if transform is None:
|
|---|
| 542 | raise # re-raise the TypeError exception we caught
|
|---|
| 543 | del self._data[transform()]
|
|---|
| 544 |
|
|---|
| 545 | def discard(self, element):
|
|---|
| 546 | """Remove an element from a set if it is a member.
|
|---|
| 547 |
|
|---|
| 548 | If the element is not a member, do nothing.
|
|---|
| 549 | """
|
|---|
| 550 | try:
|
|---|
| 551 | self.remove(element)
|
|---|
| 552 | except KeyError:
|
|---|
| 553 | pass
|
|---|
| 554 |
|
|---|
| 555 | def pop(self):
|
|---|
| 556 | """Remove and return an arbitrary set element."""
|
|---|
| 557 | return self._data.popitem()[0]
|
|---|
| 558 |
|
|---|
| 559 | def __as_immutable__(self):
|
|---|
| 560 | # Return a copy of self as an immutable set
|
|---|
| 561 | return ImmutableSet(self)
|
|---|
| 562 |
|
|---|
| 563 | def __as_temporarily_immutable__(self):
|
|---|
| 564 | # Return self wrapped in a temporarily immutable set
|
|---|
| 565 | return _TemporarilyImmutableSet(self)
|
|---|
| 566 |
|
|---|
| 567 |
|
|---|
| 568 | class _TemporarilyImmutableSet(BaseSet):
|
|---|
| 569 | # Wrap a mutable set as if it was temporarily immutable.
|
|---|
| 570 | # This only supplies hashing and equality comparisons.
|
|---|
| 571 |
|
|---|
| 572 | def __init__(self, set):
|
|---|
| 573 | self._set = set
|
|---|
| 574 | self._data = set._data # Needed by ImmutableSet.__eq__()
|
|---|
| 575 |
|
|---|
| 576 | def __hash__(self):
|
|---|
| 577 | return self._set._compute_hash()
|
|---|