/Lib/test/test_collections.py

"""Unit tests for collections.py."""

import collections
import copy
import doctest
import inspect
import keyword
import operator
import pickle
from random import choice, randrange
import re
import string
import sys
from test import support
import types
import unittest

from collections import namedtuple, Counter, OrderedDict, _count_elements
from collections import UserDict, UserString, UserList
from collections import ChainMap
from collections import deque
from collections.abc import Awaitable, Coroutine
from collections.abc import AsyncIterator, AsyncIterable, AsyncGenerator
from collections.abc import Hashable, Iterable, Iterator, Generator, Reversible
from collections.abc import Sized, Container, Callable, Collection
from collections.abc import Set, MutableSet
from collections.abc import Mapping, MutableMapping, KeysView, ItemsView, ValuesView
from collections.abc import Sequence, MutableSequence
from collections.abc import ByteString


class TestUserObjects(unittest.TestCase):
    def _superset_test(self, a, b):
        self.assertGreaterEqual(
            set(dir(a)),
            set(dir(b)),
            '{a} should have all the methods of {b}'.format(
                a=a.__name__,
                b=b.__name__,
            ),
        )
    def test_str_protocol(self):
        self._superset_test(UserString, str)

    def test_list_protocol(self):
        self._superset_test(UserList, list)

    def test_dict_protocol(self):
        self._superset_test(UserDict, dict)


################################################################################
### ChainMap (helper class for configparser and the string module)
################################################################################

class TestChainMap(unittest.TestCase):

    def test_basics(self):
        c = ChainMap()
        c['a'] = 1
        c['b'] = 2
        d = c.new_child()
        d['b'] = 20
        d['c'] = 30
        self.assertEqual(d.maps, [{'b':20, 'c':30}, {'a':1, 'b':2}])  # check internal state
        self.assertEqual(d.items(), dict(a=1, b=20, c=30).items())    # check items/iter/getitem
        self.assertEqual(len(d), 3)                                   # check len
        for key in 'abc':                                             # check contains
            self.assertIn(key, d)
        for k, v in dict(a=1, b=20, c=30, z=100).items():             # check get
            self.assertEqual(d.get(k, 100), v)

        del d['b']                                                    # unmask a value
        self.assertEqual(d.maps, [{'c':30}, {'a':1, 'b':2}])          # check internal state
        self.assertEqual(d.items(), dict(a=1, b=2, c=30).items())     # check items/iter/getitem
        self.assertEqual(len(d), 3)                                   # check len
        for key in 'abc':                                             # check contains
            self.assertIn(key, d)
        for k, v in dict(a=1, b=2, c=30, z=100).items():              # check get
            self.assertEqual(d.get(k, 100), v)
        self.assertIn(repr(d), [                                      # check repr
            type(d).__name__ + "({'c': 30}, {'a': 1, 'b': 2})",
            type(d).__name__ + "({'c': 30}, {'b': 2, 'a': 1})"
        ])

        for e in d.copy(), copy.copy(d):                               # check shallow copies
            self.assertEqual(d, e)
            self.assertEqual(d.maps, e.maps)
            self.assertIsNot(d, e)
            self.assertIsNot(d.maps[0], e.maps[0])
            for m1, m2 in zip(d.maps[1:], e.maps[1:]):
                self.assertIs(m1, m2)

        # check deep copies
        for proto in range(pickle.HIGHEST_PROTOCOL + 1):
            e = pickle.loads(pickle.dumps(d, proto))
            self.assertEqual(d, e)
            self.assertEqual(d.maps, e.maps)
            self.assertIsNot(d, e)
            for m1, m2 in zip(d.maps, e.maps):
                self.assertIsNot(m1, m2, e)
        for e in [copy.deepcopy(d),
                  eval(repr(d))
                ]:
            self.assertEqual(d, e)
            self.assertEqual(d.maps, e.maps)
            self.assertIsNot(d, e)
            for m1, m2 in zip(d.maps, e.maps):
                self.assertIsNot(m1, m2, e)

        f = d.new_child()
        f['b'] = 5
        self.assertEqual(f.maps, [{'b': 5}, {'c':30}, {'a':1, 'b':2}])
        self.assertEqual(f.parents.maps, [{'c':30}, {'a':1, 'b':2}])   # check parents
        self.assertEqual(f['b'], 5)                                    # find first in chain
        self.assertEqual(f.parents['b'], 2)                            # look beyond maps[0]

    def test_constructor(self):
        self.assertEqual(ChainMap().maps, [{}])                        # no-args --> one new dict
        self.assertEqual(ChainMap({1:2}).maps, [{1:2}])                # 1 arg --> list

    def test_bool(self):
        self.assertFalse(ChainMap())
        self.assertFalse(ChainMap({}, {}))
        self.assertTrue(ChainMap({1:2}, {}))
        self.assertTrue(ChainMap({}, {1:2}))

    def test_missing(self):
        class DefaultChainMap(ChainMap):
            def __missing__(self, key):
                return 999
        d = DefaultChainMap(dict(a=1, b=2), dict(b=20, c=30))
        for k, v in dict(a=1, b=2, c=30, d=999).items():
            self.assertEqual(d[k], v)                                  # check __getitem__ w/missing
        for k, v in dict(a=1, b=2, c=30, d=77).items():
            self.assertEqual(d.get(k, 77), v)                          # check get() w/ missing
        for k, v in dict(a=True, b=True, c=True, d=False).items():
            self.assertEqual(k in d, v)                                # check __contains__ w/missing
        self.assertEqual(d.pop('a', 1001), 1, d)
        self.assertEqual(d.pop('a', 1002), 1002)                       # check pop() w/missing
        self.assertEqual(d.popitem(), ('b', 2))                        # check popitem() w/missing
        with self.assertRaises(KeyError):
            d.popitem()

    def test_dict_coercion(self):
        d = ChainMap(dict(a=1, b=2), dict(b=20, c=30))
        self.assertEqual(dict(d), dict(a=1, b=2, c=30))
        self.assertEqual(dict(d.items()), dict(a=1, b=2, c=30))

    def test_new_child(self):
        'Tests for changes for issue #16613.'
        c = ChainMap()
        c['a'] = 1
        c['b'] = 2
        m = {'b':20, 'c': 30}
        d = c.new_child(m)
        self.assertEqual(d.maps, [{'b':20, 'c':30}, {'a':1, 'b':2}])  # check internal state
        self.assertIs(m, d.maps[0])

        # Use a different map than a dict
        class lowerdict(dict):
            def __getitem__(self, key):
                if isinstance(key, str):
                    key = key.lower()
                return dict.__getitem__(self, key)
            def __contains__(self, key):
                if isinstance(key, str):
                    key = key.lower()
                return dict.__contains__(self, key)

        c = ChainMap()
        c['a'] = 1
        c['b'] = 2
        m = lowerdict(b=20, c=30)
        d = c.new_child(m)
        self.assertIs(m, d.maps[0])
        for key in 'abc':                                             # check contains
            self.assertIn(key, d)
        for k, v in dict(a=1, B=20, C=30, z=100).items():             # check get
            self.assertEqual(d.get(k, 100), v)


################################################################################
### Named Tuples
################################################################################

TestNT = namedtuple('TestNT', 'x y z')    # type used for pickle tests

class TestNamedTuple(unittest.TestCase):

    def test_factory(self):
        Point = namedtuple('Point', 'x y')
        self.assertEqual(Point.__name__, 'Point')
        self.assertEqual(Point.__slots__, ())
        self.assertEqual(Point.__module__, __name__)
        self.assertEqual(Point.__getitem__, tuple.__getitem__)
        self.assertEqual(Point._fields, ('x', 'y'))
        self.assertIn('class Point(tuple)', Point._source)

        self.assertRaises(ValueError, namedtuple, 'abc%', 'efg ghi')       # type has non-alpha char
        self.assertRaises(ValueError, namedtuple, 'class', 'efg ghi')      # type has keyword
        self.assertRaises(ValueError, namedtuple, '9abc', 'efg ghi')       # type starts with digit

        self.assertRaises(ValueError, namedtuple, 'abc', 'efg g%hi')       # field with non-alpha char
        self.assertRaises(ValueError, namedtuple, 'abc', 'abc class')      # field has keyword
        self.assertRaises(ValueError, namedtuple, 'abc', '8efg 9ghi')      # field starts with digit
        self.assertRaises(ValueError, namedtuple, 'abc', '_efg ghi')       # field with leading underscore
        self.assertRaises(ValueError, namedtuple, 'abc', 'efg efg ghi')    # duplicate field

        namedtuple('Point0', 'x1 y2')   # Verify that numbers are allowed in names
        namedtuple('_', 'a b c')        # Test leading underscores in a typename

        nt = namedtuple('nt', 'the quick brown fox')                       # check unicode input
        self.assertNotIn("u'", repr(nt._fields))
        nt = namedtuple('nt', ('the', 'quick'))                           # check unicode input
        self.assertNotIn("u'", repr(nt._fields))

        self.assertRaises(TypeError, Point._make, [11])                     # catch too few args
        self.assertRaises(TypeError, Point._make, [11, 22, 33])             # catch too many args

    @unittest.skipIf(sys.flags.optimize >= 2,
                     "Docstrings are omitted with -O2 and above")
    def test_factory_doc_attr(self):
        Point = namedtuple('Point', 'x y')
        self.assertEqual(Point.__doc__, 'Point(x, y)')

    @unittest.skipIf(sys.flags.optimize >= 2,
                     "Docstrings are omitted with -O2 and above")
    def test_doc_writable(self):
        Point = namedtuple('Point', 'x y')
        self.assertEqual(Point.x.__doc__, 'Alias for field number 0')
        Point.x.__doc__ = 'docstring for Point.x'
        self.assertEqual(Point.x.__doc__, 'docstring for Point.x')

    def test_name_fixer(self):
        for spec, renamed in [
            [('efg', 'g%hi'),  ('efg', '_1')],                              # field with non-alpha char
            [('abc', 'class'), ('abc', '_1')],                              # field has keyword
            [('8efg', '9ghi'), ('_0', '_1')],                               # field starts with digit
            [('abc', '_efg'), ('abc', '_1')],                               # field with leading underscore
            [('abc', 'efg', 'efg', 'ghi'), ('abc', 'efg', '_2', 'ghi')],    # duplicate field
            [('abc', '', 'x'), ('abc', '_1', 'x')],                         # fieldname is a space
        ]:
            self.assertEqual(namedtuple('NT', spec, rename=True)._fields, renamed)

    def test_module_parameter(self):
        NT = namedtuple('NT', ['x', 'y'], module=collections)
        self.assertEqual(NT.__module__, collections)

    def test_instance(self):
        Point = namedtuple('Point', 'x y')
        p = Point(11, 22)
        self.assertEqual(p, Point(x=11, y=22))
        self.assertEqual(p, Point(11, y=22))
        self.assertEqual(p, Point(y=22, x=11))
        self.assertEqual(p, Point(*(11, 22)))
        self.assertEqual(p, Point(**dict(x=11, y=22)))
        self.assertRaises(TypeError, Point, 1)                              # too few args
        self.assertRaises(TypeError, Point, 1, 2, 3)                        # too many args
        self.assertRaises(TypeError, eval, 'Point(XXX=1, y=2)', locals())   # wrong keyword argument
        self.assertRaises(TypeError, eval, 'Point(x=1)', locals())          # missing keyword argument
        self.assertEqual(repr(p), 'Point(x=11, y=22)')
        self.assertNotIn('__weakref__', dir(p))
        self.assertEqual(p, Point._make([11, 22]))                          # test _make classmethod
        self.assertEqual(p._fields, ('x', 'y'))                             # test _fields attribute
        self.assertEqual(p._replace(x=1), (1, 22))                          # test _replace method
        self.assertEqual(p._asdict(), dict(x=11, y=22))                     # test _asdict method

        try:
            p._replace(x=1, error=2)
        except ValueError:
            pass
        else:
            self._fail('Did not detect an incorrect fieldname')

        # verify that field string can have commas
        Point = namedtuple('Point', 'x, y')
        p = Point(x=11, y=22)
        self.assertEqual(repr(p), 'Point(x=11, y=22)')

        # verify that fieldspec can be a non-string sequence
        Point = namedtuple('Point', ('x', 'y'))
        p = Point(x=11, y=22)
        self.assertEqual(repr(p), 'Point(x=11, y=22)')

    def test_tupleness(self):
        Point = namedtuple('Point', 'x y')
        p = Point(11, 22)

        self.assertIsInstance(p, tuple)
        self.assertEqual(p, (11, 22))                                       # matches a real tuple
        self.assertEqual(tuple(p), (11, 22))                                # coercable to a real tuple
        self.assertEqual(list(p), [11, 22])                                 # coercable to a list
        self.assertEqual(max(p), 22)                                        # iterable
        self.assertEqual(max(*p), 22)                                       # star-able
        x, y = p
        self.assertEqual(p, (x, y))                                         # unpacks like a tuple
        self.assertEqual((p[0], p[1]), (11, 22))                            # indexable like a tuple
        self.assertRaises(IndexError, p.__getitem__, 3)

        self.assertEqual(p.x, x)
        self.assertEqual(p.y, y)
        self.assertRaises(AttributeError, eval, 'p.z', locals())

    def test_odd_sizes(self):
        Zero = namedtuple('Zero', '')
        self.assertEqual(Zero(), ())
        self.assertEqual(Zero._make([]), ())
        self.assertEqual(repr(Zero()), 'Zero()')
        self.assertEqual(Zero()._asdict(), {})
        self.assertEqual(Zero()._fields, ())

        Dot = namedtuple('Dot', 'd')
        self.assertEqual(Dot(1), (1,))
        self.assertEqual(Dot._make([1]), (1,))
        self.assertEqual(Dot(1).d, 1)
        self.assertEqual(repr(Dot(1)), 'Dot(d=1)')
        self.assertEqual(Dot(1)._asdict(), {'d':1})
        self.assertEqual(Dot(1)._replace(d=999), (999,))
        self.assertEqual(Dot(1)._fields, ('d',))

        n = 5000
        names = list(set(''.join([choice(string.ascii_letters)
                                  for j in range(10)]) for i in range(n)))
        n = len(names)
        Big = namedtuple('Big', names)
        b = Big(*range(n))
        self.assertEqual(b, tuple(range(n)))
        self.assertEqual(Big._make(range(n)), tuple(range(n)))
        for pos, name in enumerate(names):
            self.assertEqual(getattr(b, name), pos)
        repr(b)                                 # make sure repr() doesn't blow-up
        d = b._asdict()
        d_expected = dict(zip(names, range(n)))
        self.assertEqual(d, d_expected)
        b2 = b._replace(**dict([(names[1], 999),(names[-5], 42)]))
        b2_expected = list(range(n))
        b2_expected[1] = 999
        b2_expected[-5] = 42
        self.assertEqual(b2, tuple(b2_expected))
        self.assertEqual(b._fields, tuple(names))

    def test_pickle(self):
        p = TestNT(x=10, y=20, z=30)
        for module in (pickle,):
            loads = getattr(module, 'loads')
            dumps = getattr(module, 'dumps')
            for protocol in range(-1, module.HIGHEST_PROTOCOL + 1):
                q = loads(dumps(p, protocol))
                self.assertEqual(p, q)
                self.assertEqual(p._fields, q._fields)
                self.assertNotIn(b'OrderedDict', dumps(p, protocol))

    def test_copy(self):
        p = TestNT(x=10, y=20, z=30)
        for copier in copy.copy, copy.deepcopy:
            q = copier(p)
            self.assertEqual(p, q)
            self.assertEqual(p._fields, q._fields)

    def test_name_conflicts(self):
        # Some names like "self", "cls", "tuple", "itemgetter", and "property"
        # failed when used as field names.  Test to make sure these now work.
        T = namedtuple('T', 'itemgetter property self cls tuple')
        t = T(1, 2, 3, 4, 5)
        self.assertEqual(t, (1,2,3,4,5))
        newt = t._replace(itemgetter=10, property=20, self=30, cls=40, tuple=50)
        self.assertEqual(newt, (10,20,30,40,50))

        # Broader test of all interesting names in a template
        with support.captured_stdout() as template:
            T = namedtuple('T', 'x', verbose=True)
        words = set(re.findall('[A-Za-z]+', template.getvalue()))
        words -= set(keyword.kwlist)
        T = namedtuple('T', words)
        # test __new__
        values = tuple(range(len(words)))
        t = T(*values)
        self.assertEqual(t, values)
        t = T(**dict(zip(T._fields, values)))
        self.assertEqual(t, values)
        # test _make
        t = T._make(values)
        self.assertEqual(t, values)
        # exercise __repr__
        repr(t)
        # test _asdict
        self.assertEqual(t._asdict(), dict(zip(T._fields, values)))
        # test _replace
        t = T._make(values)
        newvalues = tuple(v*10 for v in values)
        newt = t._replace(**dict(zip(T._fields, newvalues)))
        self.assertEqual(newt, newvalues)
        # test _fields
        self.assertEqual(T._fields, tuple(words))
        # test __getnewargs__
        self.assertEqual(t.__getnewargs__(), values)

    def test_repr(self):
        with support.captured_stdout() as template:
            A = namedtuple('A', 'x', verbose=True)
        self.assertEqual(repr(A(1)), 'A(x=1)')
        # repr should show the name of the subclass
        class B(A):
            pass
        self.assertEqual(repr(B(1)), 'B(x=1)')

    def test_source(self):
        # verify that _source can be run through exec()
        tmp = namedtuple('NTColor', 'red green blue')
        globals().pop('NTColor', None)          # remove artifacts from other tests
        exec(tmp._source, globals())
        self.assertIn('NTColor', globals())
        c = NTColor(10, 20, 30)
        self.assertEqual((c.red, c.green, c.blue), (10, 20, 30))
        self.assertEqual(NTColor._fields, ('red', 'green', 'blue'))
        globals().pop('NTColor', None)          # clean-up after this test

    def test_keyword_only_arguments(self):
        # See issue 25628
        with support.captured_stdout() as template:
            NT = namedtuple('NT', ['x', 'y'], verbose=True)
        self.assertIn('class NT', NT._source)
        with self.assertRaises(TypeError):
            NT = namedtuple('NT', ['x', 'y'], True)

        NT = namedtuple('NT', ['abc', 'def'], rename=True)
        self.assertEqual(NT._fields, ('abc', '_1'))
        with self.assertRaises(TypeError):
            NT = namedtuple('NT', ['abc', 'def'], False, True)

    def test_namedtuple_subclass_issue_24931(self):
        class Point(namedtuple('_Point', ['x', 'y'])):
            pass

        a = Point(3, 4)
        self.assertEqual(a._asdict(), OrderedDict([('x', 3), ('y', 4)]))

        a.w = 5
        self.assertEqual(a.__dict__, {'w': 5})


################################################################################
### Abstract Base Classes
################################################################################

class ABCTestCase(unittest.TestCase):

    def validate_abstract_methods(self, abc, *names):
        methodstubs = dict.fromkeys(names, lambda s, *args: 0)

        # everything should work will all required methods are present
        C = type('C', (abc,), methodstubs)
        C()

        # instantiation should fail if a required method is missing
        for name in names:
            stubs = methodstubs.copy()
            del stubs[name]
            C = type('C', (abc,), stubs)
            self.assertRaises(TypeError, C, name)

    def validate_isinstance(self, abc, name):
        stub = lambda s, *args: 0

        C = type('C', (object,), {'__hash__': None})
        setattr(C, name, stub)
        self.assertIsInstance(C(), abc)
        self.assertTrue(issubclass(C, abc))

        C = type('C', (object,), {'__hash__': None})
        self.assertNotIsInstance(C(), abc)
        self.assertFalse(issubclass(C, abc))

    def validate_comparison(self, instance):
        ops = ['lt', 'gt', 'le', 'ge', 'ne', 'or', 'and', 'xor', 'sub']
        operators = {}
        for op in ops:
            name = '__' + op + '__'
            operators[name] = getattr(operator, name)

        class Other:
            def __init__(self):
                self.right_side = False
            def __eq__(self, other):
                self.right_side = True
                return True
            __lt__ = __eq__
            __gt__ = __eq__
            __le__ = __eq__
            __ge__ = __eq__
            __ne__ = __eq__
            __ror__ = __eq__
            __rand__ = __eq__
            __rxor__ = __eq__
            __rsub__ = __eq__

        for name, op in operators.items():
            if not hasattr(instance, name):
                continue
            other = Other()
            op(instance, other)
            self.assertTrue(other.right_side,'Right side not called for %s.%s'
                            % (type(instance), name))

def _test_gen():
    yield

class TestOneTrickPonyABCs(ABCTestCase):

    def test_Awaitable(self):
        def gen():
            yield

        @types.coroutine
        def coro():
            yield

        async def new_coro():
            pass

        class Bar:
            def __await__(self):
                yield

        class MinimalCoro(Coroutine):
            def send(self, value):
                return value
            def throw(self, typ, val=None, tb=None):
                super().throw(typ, val, tb)
            def __await__(self):
                yield

        non_samples = [None, int(), gen(), object()]
        for x in non_samples:
            self.assertNotIsInstance(x, Awaitable)
            self.assertFalse(issubclass(type(x), Awaitable), repr(type(x)))

        samples = [Bar(), MinimalCoro()]
        for x in samples:
            self.assertIsInstance(x, Awaitable)
            self.assertTrue(issubclass(type(x), Awaitable))

        c = coro()
        # Iterable coroutines (generators with CO_ITERABLE_COROUTINE
        # flag don't have '__await__' method, hence can't be instances
        # of Awaitable. Use inspect.isawaitable to detect them.
        self.assertNotIsInstance(c, Awaitable)

        c = new_coro()
        self.assertIsInstance(c, Awaitable)
        c.close() # awoid RuntimeWarning that coro() was not awaited

        class CoroLike: pass
        Coroutine.register(CoroLike)
        self.assertTrue(isinstance(CoroLike(), Awaitable))
        self.assertTrue(issubclass(CoroLike, Awaitable))
        CoroLike = None
        support.gc_collect() # Kill CoroLike to clean-up ABCMeta cache

    def test_Coroutine(self):
        def gen():
            yield

        @types.coroutine
        def coro():
            yield

        async def new_coro():
            pass

        class Bar:
            def __await__(self):
                yield

        class MinimalCoro(Coroutine):
            def send(self, value):
                return value
            def throw(self, typ, val=None, tb=None):
                super().throw(typ, val, tb)
            def __await__(self):
                yield

        non_samples = [None, int(), gen(), object(), Bar()]
        for x in non_samples:
            self.assertNotIsInstance(x, Coroutine)
            self.assertFalse(issubclass(type(x), Coroutine), repr(type(x)))

        samples = [MinimalCoro()]
        for x in samples:
            self.assertIsInstance(x, Awaitable)
            self.assertTrue(issubclass(type(x), Awaitable))

        c = coro()
        # Iterable coroutines (generators with CO_ITERABLE_COROUTINE
        # flag don't have '__await__' method, hence can't be instances
        # of Coroutine. Use inspect.isawaitable to detect them.
        self.assertNotIsInstance(c, Coroutine)

        c = new_coro()
        self.assertIsInstance(c, Coroutine)
        c.close() # awoid RuntimeWarning that coro() was not awaited

        class CoroLike:
            def send(self, value):
                pass
            def throw(self, typ, val=None, tb=None):
                pass
            def close(self):
                pass
            def __await__(self):
                pass
        self.assertTrue(isinstance(CoroLike(), Coroutine))
        self.assertTrue(issubclass(CoroLike, Coroutine))

        class CoroLike:
            def send(self, value):
                pass
            def close(self):
                pass
            def __await__(self):
                pass
        self.assertFalse(isinstance(CoroLike(), Coroutine))
        self.assertFalse(issubclass(CoroLike, Coroutine))

    def test_Hashable(self):
        # Check some non-hashables
        non_samples = [bytearray(), list(), set(), dict()]
        for x in non_samples:
            self.assertNotIsInstance(x, Hashable)
            self.assertFalse(issubclass(type(x), Hashable), repr(type(x)))
        # Check some hashables
        samples = [None,
                   int(), float(), complex(),
                   str(),
                   tuple(), frozenset(),
                   int, list, object, type, bytes()
                   ]
        for x in samples:
            self.assertIsInstance(x, Hashable)
            self.assertTrue(issubclass(type(x), Hashable), repr(type(x)))
        self.assertRaises(TypeError, Hashable)
        # Check direct subclassing
        class H(Hashable):
            def __hash__(self):
                return super().__hash__()
        self.assertEqual(hash(H()), 0)
        self.assertFalse(issubclass(int, H))
        self.validate_abstract_methods(Hashable, '__hash__')
        self.validate_isinstance(Hashable, '__hash__')

    def test_AsyncIterable(self):
        class AI:
            async def __aiter__(self):
                return self
        self.assertTrue(isinstance(AI(), AsyncIterable))
        self.assertTrue(issubclass(AI, AsyncIterable))
        # Check some non-iterables
        non_samples = [None, object, []]
        for x in non_samples:
            self.assertNotIsInstance(x, AsyncIterable)
            self.assertFalse(issubclass(type(x), AsyncIterable), repr(type(x)))
        self.validate_abstract_methods(AsyncIterable, '__aiter__')
        self.validate_isinstance(AsyncIterable, '__aiter__')

    def test_AsyncIterator(self):
        class AI:
            async def __aiter__(self):
                return self
            async def __anext__(self):
                raise StopAsyncIteration
        self.assertTrue(isinstance(AI(), AsyncIterator))
        self.assertTrue(issubclass(AI, AsyncIterator))
        non_samples = [None, object, []]
        # Check some non-iterables
        for x in non_samples:
            self.assertNotIsInstance(x, AsyncIterator)
            self.assertFalse(issubclass(type(x), AsyncIterator), repr(type(x)))
        # Similarly to regular iterators (see issue 10565)
        class AnextOnly:
            async def __anext__(self):
                raise StopAsyncIteration
        self.assertNotIsInstance(AnextOnly(), AsyncIterator)
        self.validate_abstract_methods(AsyncIterator, '__anext__', '__aiter__')

    def test_Iterable(self):
        # Check some non-iterables
        non_samples = [None, 42, 3.14, 1j]
        for x in non_samples:
            self.assertNotIsInstance(x, Iterable)
            self.assertFalse(issubclass(type(x), Iterable), repr(type(x)))
        # Check some iterables
        samples = [bytes(), str(),
                   tuple(), list(), set(), frozenset(), dict(),
                   dict().keys(), dict().items(), dict().values(),
                   _test_gen(),
                   (x for x in []),
                   ]
        for x in samples:
            self.assertIsInstance(x, Iterable)
            self.assertTrue(issubclass(type(x), Iterable), repr(type(x)))
        # Check direct subclassing
        class I(Iterable):
            def __iter__(self):
                return super().__iter__()
        self.assertEqual(list(I()), [])
        self.assertFalse(issubclass(str, I))
        self.validate_abstract_methods(Iterable, '__iter__')
        self.validate_isinstance(Iterable, '__iter__')
        # Check None blocking
        class It:
            def __iter__(self): return iter([])
        class ItBlocked(It):
            __iter__ = None
        self.assertTrue(issubclass(It, Iterable))
        self.assertTrue(isinstance(It(), Iterable))
        self.assertFalse(issubclass(ItBlocked, Iterable))
        self.assertFalse(isinstance(ItBlocked(), Iterable))

    def test_Reversible(self):
        # Check some non-reversibles
        non_samples = [None, 42, 3.14, 1j, dict(), set(), frozenset()]
        for x in non_samples:
            self.assertNotIsInstance(x, Reversible)
            self.assertFalse(issubclass(type(x), Reversible), repr(type(x)))
        # Check some non-reversible iterables
        non_reversibles = [dict().keys(), dict().items(), dict().values(),
                           Counter(), Counter().keys(), Counter().items(),
                           Counter().values(), _test_gen(),
                           (x for x in []), iter([]), reversed([])]
        for x in non_reversibles:
            self.assertNotIsInstance(x, Reversible)
            self.assertFalse(issubclass(type(x), Reversible), repr(type(x)))
        # Check some reversible iterables
        samples = [bytes(), str(), tuple(), list(), OrderedDict(),
                   OrderedDict().keys(), OrderedDict().items(),
                   OrderedDict().values()]
        for x in samples:
            self.assertIsInstance(x, Reversible)
            self.assertTrue(issubclass(type(x), Reversible), repr(type(x)))
        # Check also Mapping, MutableMapping, and Sequence
        self.assertTrue(issubclass(Sequence, Reversible), repr(Sequence))
        self.assertFalse(issubclass(Mapping, Reversible), repr(Mapping))
        self.assertFalse(issubclass(MutableMapping, Reversible), repr(MutableMapping))
        # Check direct subclassing
        class R(Reversible):
            def __iter__(self):
                return iter(list())
            def __reversed__(self):
                return iter(list())
        self.assertEqual(list(reversed(R())), [])
        self.assertFalse(issubclass(float, R))
        self.validate_abstract_methods(Reversible, '__reversed__', '__iter__')
        # Check reversible non-iterable (which is not Reversible)
        class RevNoIter:
            def __reversed__(self): return reversed([])
        class RevPlusIter(RevNoIter):
            def __iter__(self): return iter([])
        self.assertFalse(issubclass(RevNoIter, Reversible))
        self.assertFalse(isinstance(RevNoIter(), Reversible))
        self.assertTrue(issubclass(RevPlusIter, Reversible))
        self.assertTrue(isinstance(RevPlusIter(), Reversible))
        # Check None blocking
        class Rev:
            def __iter__(self): return iter([])
            def __reversed__(self): return reversed([])
        class RevItBlocked(Rev):
            __iter__ = None
        class RevRevBlocked(Rev):
            __reversed__ = None
        self.assertTrue(issubclass(Rev, Reversible))
        self.assertTrue(isinstance(Rev(), Reversible))
        self.assertFalse(issubclass(RevItBlocked, Reversible))
        self.assertFalse(isinstance(RevItBlocked(), Reversible))
        self.assertFalse(issubclass(RevRevBlocked, Reversible))
        self.assertFalse(isinstance(RevRevBlocked(), Reversible))

    def test_Collection(self):
        # Check some non-collections
        non_collections = [None, 42, 3.14, 1j, lambda x: 2*x]
        for x in non_collections:
            self.assertNotIsInstance(x, Collection)
            self.assertFalse(issubclass(type(x), Collection), repr(type(x)))
        # Check some non-collection iterables
        non_col_iterables = [_test_gen(), iter(b''), iter(bytearray()),
                             (x for x in []), dict().values()]
        for x in non_col_iterables:
            self.assertNotIsInstance(x, Collection)
            self.assertFalse(issubclass(type(x), Collection), repr(type(x)))
        # Check some collections
        samples = [set(), frozenset(), dict(), bytes(), str(), tuple(),
                   list(), dict().keys(), dict().items()]
        for x in samples:
            self.assertIsInstance(x, Collection)
            self.assertTrue(issubclass(type(x), Collection), repr(type(x)))
        # Check also Mapping, MutableMapping, etc.
        self.assertTrue(issubclass(Sequence, Collection), repr(Sequence))
        self.assertTrue(issubclass(Mapping, Collection), repr(Mapping))
        self.assertTrue(issubclass(MutableMapping, Collection),
                                    repr(MutableMapping))
        self.assertTrue(issubclass(Set, Collection), repr(Set))
        self.assertTrue(issubclass(MutableSet, Collection), repr(MutableSet))
        self.assertTrue(issubclass(Sequence, Collection), repr(MutableSet))
        # Check direct subclassing
        class Col(Collection):
            def __iter__(self):
                return iter(list())
            def __len__(self):
                return 0
            def __contains__(self, item):
                return False
        class DerCol(Col): pass
        self.assertEqual(list(iter(Col())), [])
        self.assertFalse(issubclass(list, Col))
        self.assertFalse(issubclass(set, Col))
        self.assertFalse(issubclass(float, Col))
        self.assertEqual(list(iter(DerCol())), [])
        self.assertFalse(issubclass(list, DerCol))
        self.assertFalse(issubclass(set, DerCol))
        self.assertFalse(issubclass(float, DerCol))
        self.validate_abstract_methods(Collection, '__len__', '__iter__',
                                                   '__contains__')
        # Check sized container non-iterable (which is not Collection) etc.
        class ColNoIter:
            def __len__(self): return 0
            def __contains__(self, item): return False
        class ColNoSize:
            def __iter__(self): return iter([])
            def __contains__(self, item): return False
        class ColNoCont:
            def __iter__(self): return iter([])
            def __len__(self): return 0
        self.assertFalse(issubclass(ColNoIter, Collection))
        self.assertFalse(isinstance(ColNoIter(), Collection))
        self.assertFalse(issubclass(ColNoSize, Collection))
        self.assertFalse(isinstance(ColNoSize(), Collection))
        self.assertFalse(issubclass(ColNoCont, Collection))
        self.assertFalse(isinstance(ColNoCont(), Collection))
        # Check None blocking
        class SizeBlock:
            def __iter__(self): return iter([])
            def __contains__(self): return False
            __len__ = None
        class IterBlock:
            def __len__(self): return 0
            def __contains__(self): return True
            __iter__ = None
        self.assertFalse(issubclass(SizeBlock, Collection))
        self.assertFalse(isinstance(SizeBlock(), Collection))
        self.assertFalse(issubclass(IterBlock, Collection))
        self.assertFalse(isinstance(IterBlock(), Collection))
        # Check None blocking in subclass
        class ColImpl:
            def __iter__(self):
                return iter(list())
            def __len__(self):
                return 0
            def __contains__(self, item):
                return False
        class NonCol(ColImpl):
            __contains__ = None
        self.assertFalse(issubclass(NonCol, Collection))
        self.assertFalse(isinstance(NonCol(), Collection))


    def test_Iterator(self):
        non_samples = [None, 42, 3.14, 1j, b"", "", (), [], {}, set()]
        for x in non_samples:
            self.assertNotIsInstance(x, Iterator)
            self.assertFalse(issubclass(type(x), Iterator), repr(type(x)))
        samples = [iter(bytes()), iter(str()),
                   iter(tuple()), iter(list()), iter(dict()),
                   iter(set()), iter(frozenset()),
                   iter(dict().keys()), iter(dict().items()),
                   iter(dict().values()),
                   _test_gen(),
                   (x for x in []),
                   ]
        for x in samples:
            self.assertIsInstance(x, Iterator)
            self.assertTrue(issubclass(type(x), Iterator), repr(type(x)))
        self.validate_abstract_methods(Iterator, '__next__', '__iter__')

        # Issue 10565
        class NextOnly:
            def __next__(self):
                yield 1
                return
        self.assertNotIsInstance(NextOnly(), Iterator)

    def test_Generator(self):
        class NonGen1:
            def __iter__(self): return self
            def __next__(self): return None
            def close(self): pass
            def throw(self, typ, val=None, tb=None): pass

        class NonGen2:
            def __iter__(self): return self
            def __next__(self): return None
            def close(self): pass
            def send(self, value): return value

        class NonGen3:
            def close(self): pass
            def send(self, value): return value
            def throw(self, typ, val=None, tb=None): pass

        non_samples = [
            None, 42, 3.14, 1j, b"", "", (), [], {}, set(),
            iter(()), iter([]), NonGen1(), NonGen2(), NonGen3()]
        for x in non_samples:
            self.assertNotIsInstance(x, Generator)
            self.assertFalse(issubclass(type(x), Generator), repr(type(x)))

        class Gen:
            def __iter__(self): return self
            def __next__(self): return None
            def close(self): pass
            def send(self, value): return value
            def throw(self, typ, val=None, tb=None): pass

        class MinimalGen(Generator):
            def send(self, value):
                return value
            def throw(self, typ, val=None, tb=None):
                super().throw(typ, val, tb)

        def gen():
            yield 1

        samples = [gen(), (lambda: (yield))(), Gen(), MinimalGen()]
        for x in samples:
            self.assertIsInstance(x, Iterator)
            self.assertIsInstance(x, Generator)
            self.assertTrue(issubclass(type(x), Generator), repr(type(x)))
        self.validate_abstract_methods(Generator, 'send', 'throw')

        # mixin tests
        mgen = MinimalGen()
        self.assertIs(mgen, iter(mgen))
        self.assertIs(mgen.send(None), next(mgen))
        self.assertEqual(2, mgen.send(2))
        self.assertIsNone(mgen.close())
        self.assertRaises(ValueError, mgen.throw, ValueError)
        self.assertRaisesRegex(ValueError, "^huhu$",
                               mgen.throw, ValueError, ValueError("huhu"))
        self.assertRaises(StopIteration, mgen.throw, StopIteration())

        class FailOnClose(Generator):
            def send(self, value): return value
            def throw(self, *args): raise ValueError

        self.assertRaises(ValueError, FailOnClose().close)

        class IgnoreGeneratorExit(Generator):
            def send(self, value): return value
            def throw(self, *args): pass

        self.assertRaises(RuntimeError, IgnoreGeneratorExit().close)

    def test_AsyncGenerator(self):
        class NonAGen1:
            def __aiter__(self): return self
            def __anext__(self): return None
            def aclose(self): pass
            def athrow(self, typ, val=None, tb=None): pass

        class NonAGen2:
            def __aiter__(self): return self
            def __anext__(self): return None
            def aclose(self): pass
            def asend(self, value): return value

        class NonAGen3:
            def aclose(self): pass
            def asend(self, value): return value
            def athrow(self, typ, val=None, tb=None): pass

        non_samples = [
            None, 42, 3.14, 1j, b"", "", (), [], {}, set(),
            iter(()), iter([]), NonAGen1(), NonAGen2(), NonAGen3()]
        for x in non_samples:
            self.assertNotIsInstance(x, AsyncGenerator)
            self.assertFalse(issubclass(type(x), AsyncGenerator), repr(type(x)))

        class Gen:
            def __aiter__(self): return self
            async def __anext__(self): return None
            async def aclose(self): pass
            async def asend(self, value): return value
            async def athrow(self, typ, val=None, tb=None): pass

        class MinimalAGen(AsyncGenerator):
            async def asend(self, value):
                return value
            async def athrow(self, typ, val=None, tb=None):
                await super().athrow(typ, val, tb)

        async def gen():
            yield 1

        samples = [gen(), Gen(), MinimalAGen()]
        for x in samples:
            self.assertIsInstance(x, AsyncIterator)
            self.assertIsInstance(x, AsyncGenerator)
            self.assertTrue(issubclass(type(x), AsyncGenerator), repr(type(x)))
        self.validate_abstract_methods(AsyncGenerator, 'asend', 'athrow')

        def run_async(coro):
            result = None
            while True:
                try:
                    coro.send(None)
                except StopIteration as ex:
                    result = ex.args[0] if ex.args else None
                    break
            return result

        # mixin tests
        mgen = MinimalAGen()
        self.assertIs(mgen, mgen.__aiter__())
        self.assertIs(run_async(mgen.asend(None)), run_async(mgen.__anext__()))
        self.assertEqual(2, run_async(mgen.asend(2)))
        self.assertIsNone(run_async(mgen.aclose()))
        with self.assertRaises(ValueError):
            run_async(mgen.athrow(ValueError))

        class FailOnClose(AsyncGenerator):
            async def asend(self, value): return value
            async def athrow(self, *args): raise ValueError

        with self.assertRaises(ValueError):
            run_async(FailOnClose().aclose())

        class IgnoreGeneratorExit(AsyncGenerator):
            async def asend(self, value): return value
            async def athrow(self, *args): pass

        with self.assertRaises(RuntimeError):
            run_async(IgnoreGeneratorExit().aclose())

    def test_Sized(self):
        non_samples = [None, 42, 3.14, 1j,
                       _test_gen(),
                       (x for x in []),
                       ]
        for x in non_samples:
            self.assertNotIsInstance(x, Sized)
            self.assertFalse(issubclass(type(x), Sized), repr(type(x)))
        samples = [bytes(), str(),
                   tuple(), list(), set(), frozenset(), dict(),
                   dict().keys(), dict().items(), dict().values(),
                   ]
        for x in samples:
            self.assertIsInstance(x, Sized)
            self.assertTrue(issubclass(type(x), Sized), repr(type(x)))
        self.validate_abstract_methods(Sized, '__len__')
        self.validate_isinstance(Sized, '__len__')

    def test_Container(self):
        non_samples = [None, 42, 3.14, 1j,
                       _test_gen(),
                       (x for x in []),
                       ]
        for x in non_samples:
            self.assertNotIsInstance(x, Container)
            self.assertFalse(issubclass(type(x), Container), repr(type(x)))
        samples = [bytes(), str(),
                   tuple(), list(), set(), frozenset(), dict(),
                   dict().keys(), dict().items(),
                   ]
        for x in samples:
            self.assertIsInstance(x, Container)
            self.assertTrue(issubclass(type(x), Container), repr(type(x)))
        self.validate_abstract_methods(Container, '__contains__')
        self.validate_isinstance(Container, '__contains__')

    def test_Callable(self):
        non_samples = [None, 42, 3.14, 1j,
                       "", b"", (), [], {}, set(),
                       _test_gen(),
                       (x for x in []),
                       ]
        for x in non_samples:
            self.assertNotIsInstance(x, Callable)
            self.assertFalse(issubclass(type(x), Callable), repr(type(x)))
        samples = [lambda: None,
                   type, int, object,
                   len,
                   list.append, [].append,
                   ]
        for x in samples:
            self.assertIsInstance(x, Callable)
            self.assertTrue(issubclass(type(x), Callable), repr(type(x)))
        self.validate_abstract_methods(Callable, '__call__')
        self.validate_isinstance(Callable, '__call__')

    def test_direct_subclassing(self):
        for B in Hashable, Iterable, Iterator, Reversible, Sized, Container, Callable:
            class C(B):
                pass
            self.assertTrue(issubclass(C, B))
            self.assertFalse(issubclass(int, C))

    def test_registration(self):
        for B in Hashable, Iterable, Iterator, Reversible, Sized, Container, Callable:
            class C:
                __hash__ = None  # Make sure it isn't hashable by default
            self.assertFalse(issubclass(C, B), B.__name__)
            B.register(C)
            self.assertTrue(issubclass(C, B))

class WithSet(MutableSet):

    def __init__(self, it=()):
        self.data = set(it)

    def __len__(self):
        return len(self.data)

    def __iter__(self):
        return iter(self.data)

    def __contains__(self, item):
        return item in self.data

    def add(self, item):
        self.data.add(item)

    def discard(self, item):
        self.data.discard(item)

class TestCollectionABCs(ABCTestCase):

    # XXX For now, we only test some virtual inheritance properties.
    # We should also test the proper behavior of the collection ABCs
    # as real base classes or mix-in classes.

    def test_Set(self):
        for sample in [set, frozenset]:
            self.assertIsInstance(sample(), Set)
            self.assertTrue(issubclass(sample, Set))
        self.validate_abstract_methods(Set, '__contains__', '__iter__', '__len__')
        class MySet(Set):
            def __contains__(self, x):
                return False
            def __len__(self):
                return 0
            def __iter__(self):
                return iter([])
        self.validate_comparison(MySet())

    def test_hash_Set(self):
        class OneTwoThreeSet(Set):
            def __init__(self):
                self.contents = [1, 2, 3]
            def __contains__(self, x):
                return x in self.contents
            def __len__(self):
                return len(self.contents)
            def __iter__(self):
                return iter(self.contents)
            def __hash__(self):
                return self._hash()
        a, b = OneTwoThreeSet(), OneTwoThreeSet()
        self.assertTrue(hash(a) == hash(b))

    def test_isdisjoint_Set(self):
        class MySet(Set):
            def __init__(self, itr):
                self.contents = itr
            def __contains__(self, x):
                return x in self.contents
            def __iter__(self):
                return iter(self.contents)
            def __len__(self):
                return len([x for x in self.contents])
        s1 = MySet((1, 2, 3))
        s2 = MySet((4, 5, 6))
        s3 = MySet((1, 5, 6))
        self.assertTrue(s1.isdisjoint(s2))
        self.assertFalse(s1.isdisjoint(s3))

    def test_equality_Set(self):
        class MySet(Set):
            def __init__(self, itr):
                self.contents = itr
            def __contains__(self, x):
                return x in self.contents
            def __iter__(self):
                return iter(self.contents)
            def __len__(self):
                return len([x for x in self.contents])
        s1 = MySet((1,))
        s2 = MySet((1, 2))
        s3 = MySet((3, 4))
        s4 = MySet((3, 4))
        self.assertTrue(s2 > s1)
        self.assertTrue(s1 < s2)
        self.assertFalse(s2 <= s1)
        self.assertFalse(s2 <= s3)
        self.assertFalse(s1 >= s2)
        self.assertEqual(s3, s4)
        self.assertNotEqual(s2, s3)

    def test_arithmetic_Set(self):
        class MySet(Set):
            def __init__(self, itr):
                self.contents = itr
            def __contains__(self, x):
                return x in self.contents
            def __iter__(self):
                return iter(self.contents)
            def __len__(self):
                return len([x for x in self.contents])
        s1 = MySet((1, 2, 3))
        s2 = MySet((3, 4, 5))
        s3 = s1 & s2
        self.assertEqual(s3, MySet((3,)))

    def test_MutableSet(self):
        self.assertIsInstance(set(), MutableSet)
        self.assertTrue(issubclass(set, MutableSet))
        self.assertNotIsInstance(frozenset(), MutableSet)
        self.assertFalse(issubclass(frozenset, MutableSet))
        self.validate_abstract_methods(MutableSet, '__contains__', '__iter__', '__len__',
            'add', 'discard')

    def test_issue_5647(self):
        # MutableSet.__iand__ mutated the set during iteration
        s = WithSet('abcd')
        s &= WithSet('cdef')            # This used to fail
        self.assertEqual(set(s), set('cd'))

    def test_issue_4920(self):
        # MutableSet.pop() method did not work
        class MySet(MutableSet):
            __slots__=['__s']
            def __init__(self,items=None):
                if items is None:
                    items=[]
                self.__s=set(