import pytest def isclose(a, b, rel_tol=1e-05, abs_tol=0.0): """Like math.isclose() from Python 3.5""" return abs(a - b) <= max(rel_tol * max(abs(a), abs(b)), abs_tol) def allclose(a_list, b_list, rel_tol=1e-05, abs_tol=0.0): return all(isclose(a, b, rel_tol=rel_tol, abs_tol=abs_tol) for a, b in zip(a_list, b_list)) def test_generalized_iterators(): from pybind11_tests.sequences_and_iterators import IntPairs assert list(IntPairs([(1, 2), (3, 4), (0, 5)]).nonzero()) == [(1, 2), (3, 4)] assert list(IntPairs([(1, 2), (2, 0), (0, 3), (4, 5)]).nonzero()) == [(1, 2)] assert list(IntPairs([(0, 3), (1, 2), (3, 4)]).nonzero()) == [] assert list(IntPairs([(1, 2), (3, 4), (0, 5)]).nonzero_keys()) == [1, 3] assert list(IntPairs([(1, 2), (2, 0), (0, 3), (4, 5)]).nonzero_keys()) == [1] assert list(IntPairs([(0, 3), (1, 2), (3, 4)]).nonzero_keys()) == [] # __next__ must continue to raise StopIteration it = IntPairs([(0, 0)]).nonzero() for _ in range(3): with pytest.raises(StopIteration): next(it) it = IntPairs([(0, 0)]).nonzero_keys() for _ in range(3): with pytest.raises(StopIteration): next(it) def test_sequence(): from pybind11_tests import ConstructorStats from pybind11_tests.sequences_and_iterators import Sequence cstats = ConstructorStats.get(Sequence) s = Sequence(5) assert cstats.values() == ['of size', '5'] assert "Sequence" in repr(s) assert len(s) == 5 assert s[0] == 0 and s[3] == 0 assert 12.34 not in s s[0], s[3] = 12.34, 56.78 assert 12.34 in s assert isclose(s[0], 12.34) and isclose(s[3], 56.78) rev = reversed(s) assert cstats.values() == ['of size', '5'] rev2 = s[::-1] assert cstats.values() == ['of size', '5'] it = iter(Sequence(0)) for _ in range(3): # __next__ must continue to raise StopIteration with pytest.raises(StopIteration): next(it) assert cstats.values() == ['of size', '0'] expected = [0, 56.78, 0, 0, 12.34] assert allclose(rev, expected) assert allclose(rev2, expected) assert rev == rev2 rev[0::2] = Sequence([2.0, 2.0, 2.0]) assert cstats.values() == ['of size', '3', 'from std::vector'] assert allclose(rev, [2, 56.78, 2, 0, 2]) assert cstats.alive() == 4 del it assert cstats.alive() == 3 del s assert cstats.alive() == 2 del rev assert cstats.alive() == 1 del rev2 assert cstats.alive() == 0 assert cstats.values() == [] assert cstats.default_constructions == 0 assert cstats.copy_constructions == 0 assert cstats.move_constructions >= 1 assert cstats.copy_assignments == 0 assert cstats.move_assignments == 0 def test_map_iterator(): from pybind11_tests.sequences_and_iterators import StringMap m = StringMap({'hi': 'bye', 'black': 'white'}) assert m['hi'] == 'bye' assert len(m) == 2 assert m['black'] == 'white' with pytest.raises(KeyError): assert m['orange'] m['orange'] = 'banana' assert m['orange'] == 'banana' expected = {'hi': 'bye', 'black': 'white', 'orange': 'banana'} for k in m: assert m[k] == expected[k] for k, v in m.items(): assert v == expected[k] it = iter(StringMap({})) for _ in range(3): # __next__ must continue to raise StopIteration with pytest.raises(StopIteration): next(it) def test_python_iterator_in_cpp(): import pybind11_tests.sequences_and_iterators as m t = (1, 2, 3) assert m.object_to_list(t) == [1, 2, 3] assert m.object_to_list(iter(t)) == [1, 2, 3] assert m.iterator_to_list(iter(t)) == [1, 2, 3] with pytest.raises(TypeError) as excinfo: m.object_to_list(1) assert "object is not iterable" in str(excinfo.value) with pytest.raises(TypeError) as excinfo: m.iterator_to_list(1) assert "incompatible function arguments" in str(excinfo.value) def bad_next_call(): raise RuntimeError("py::iterator::advance() should propagate errors") with pytest.raises(RuntimeError) as excinfo: m.iterator_to_list(iter(bad_next_call, None)) assert str(excinfo.value) == "py::iterator::advance() should propagate errors" l = [1, None, 0, None] assert m.count_none(l) == 2 assert m.find_none(l) is True assert m.count_nonzeros({"a": 0, "b": 1, "c": 2}) == 2 r = range(5) assert all(m.tuple_iterator(tuple(r))) assert all(m.list_iterator(list(r))) assert all(m.sequence_iterator(r))