import pytest from pandas import ( Interval, Timedelta, Timestamp, ) @pytest.fixture( params=[ (Timedelta("0 days"), Timedelta("1 day")), (Timestamp("2018-01-01"), Timedelta("1 day")), (0, 1), ], ids=lambda x: type(x[0]).__name__, ) def start_shift(request): """ Fixture for generating intervals of types from a start value and a shift value that can be added to start to generate an endpoint """ return request.param class TestOverlaps: def test_overlaps_self(self, start_shift, closed): start, shift = start_shift interval = Interval(start, start + shift, closed) assert interval.overlaps(interval) def test_overlaps_nested(self, start_shift, closed, other_closed): start, shift = start_shift interval1 = Interval(start, start + 3 * shift, other_closed) interval2 = Interval(start + shift, start + 2 * shift, closed) # nested intervals should always overlap assert interval1.overlaps(interval2) def test_overlaps_disjoint(self, start_shift, closed, other_closed): start, shift = start_shift interval1 = Interval(start, start + shift, other_closed) interval2 = Interval(start + 2 * shift, start + 3 * shift, closed) # disjoint intervals should never overlap assert not interval1.overlaps(interval2) def test_overlaps_endpoint(self, start_shift, closed, other_closed): start, shift = start_shift interval1 = Interval(start, start + shift, other_closed) interval2 = Interval(start + shift, start + 2 * shift, closed) # overlap if shared endpoint is closed for both (overlap at a point) result = interval1.overlaps(interval2) expected = interval1.closed_right and interval2.closed_left assert result == expected @pytest.mark.parametrize( "other", [10, True, "foo", Timedelta("1 day"), Timestamp("2018-01-01")], ids=lambda x: type(x).__name__, ) def test_overlaps_invalid_type(self, other): interval = Interval(0, 1) msg = f"`other` must be an Interval, got {type(other).__name__}" with pytest.raises(TypeError, match=msg): interval.overlaps(other)