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TST: groupby apply called multiple times #34897

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21 changes: 21 additions & 0 deletions pandas/tests/groupby/test_apply.py
Original file line number Diff line number Diff line change
Expand Up @@ -190,6 +190,27 @@ def f_constant_df(group):
assert names == group_names


def test_group_apply_once_per_group2(capsys):
# GH: 31111
# groupby-apply need to execute len(set(group_by_columns)) times

expected = 2 # Number of times `apply` should call a function for the current test

df = pd.DataFrame(
{
"group_by_column": [0, 0, 0, 0, 1, 1, 1, 1],
"test_column": ["0", "2", "4", "6", "8", "10", "12", "14"],
},
index=["0", "2", "4", "6", "8", "10", "12", "14"],
)

df.groupby("group_by_column").apply(lambda df: print("function_called"))

result = capsys.readouterr().out.count("function_called")
# If `groupby` behaves unexpectedly, this test will break
assert result == expected


def test_apply_fast_slow_identical():
# GH 31613

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