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27 changes: 27 additions & 0 deletions pandas/tests/groupby/aggregate/test_aggregate.py
Original file line number Diff line number Diff line change
Expand Up @@ -62,6 +62,33 @@ def test_agg_ser_multi_key(df):
tm.assert_series_equal(results, expected)


def test_agg_different_partials():
# for issue 28570

def add_top_column(df, top_col, inplace=False):
if not inplace:
df = df.copy()
df.columns = pd.MultiIndex.from_product([[top_col], df.columns])
return df
quant50 = partial(np.percentile, q=50)
quant50.__name__ = "quant50"
quant70 = partial(np.percentile, q=70)
quant70.__name__ = "quant70"

test = pd.DataFrame({'col1': ['a', 'a', 'b', 'b', 'b'], 'col2': [1,2,3,4,5]})
test = test.groupby('col1').agg({'col2': [quant50, quant70]})
# print(test)

expected_df = pd.DataFrame({'col1': ['a', 'b'],
'quant50': [1.5, 4.0],
'quant70': [1.7, 4.4]})
expected_df = expected_df.set_index('col1')
expected_df = add_top_column(expected_df, 'col2')
# print(expected_df)

assert(test.equals(expected_df))


def test_groupby_aggregation_mixed_dtype():
# GH 6212
expected = DataFrame(
Expand Down