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33 changes: 33 additions & 0 deletions pandas/tests/window/test_rolling.py
Original file line number Diff line number Diff line change
Expand Up @@ -663,3 +663,36 @@ def test_iter_rolling_datetime(expected, expected_index, window):

for (expected, actual) in zip(expected, ser.rolling(window)):
tm.assert_series_equal(actual, expected)


@pytest.mark.parametrize(
"grouping,_index",
[
(
{"level": 0},
pd.MultiIndex.from_tuples(
[(0, 0), (0, 0), (1, 1), (1, 1), (1, 1)], names=[None, None]
),
),
(
{"by": "X"},
pd.MultiIndex.from_tuples(
[(0, 0), (1, 0), (2, 1), (3, 1), (4, 1)], names=["X", None]
),
),
],
)
def test_rolling_positional_argument(grouping, _index, raw):
# GH 34605

def scaled_sum(*args):
if len(args) < 2:
raise ValueError("The function needs two arguments")
array, scale = args
return array.sum() / scale

df = DataFrame(data={"X": range(5)}, index=[0, 0, 1, 1, 1])

expected = DataFrame(data={"X": [0.0, 0.5, 1.0, 1.5, 2.0]}, index=_index)
result = df.groupby(**grouping).rolling(1).apply(scaled_sum, raw=raw, args=(2,))
tm.assert_frame_equal(result, expected)