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BUG: GH14233 resample().median() failed if duplicate column names wer… #15202

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BUG: GH14233 resample().median() failed if duplicate column names wer… #15202

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BUG: GH14233 resample().median() failed if duplicate column names wer…
Dr-Irv Jan 23, 2017
6e0d900
Use randn in test
Dr-Irv Jan 24, 2017
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3 changes: 3 additions & 0 deletions doc/source/whatsnew/v0.20.0.txt
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Expand Up @@ -464,3 +464,6 @@ Bug Fixes


- Bug in ``DataFrame.boxplot`` where ``fontsize`` was not applied to the tick labels on both axes (:issue:`15108`)

- Bug in ``resample().median()`` if duplicate column names were present (:issue:`14233`)

1 change: 0 additions & 1 deletion pandas/core/groupby.py
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Expand Up @@ -2203,7 +2203,6 @@ def agg_series(self, obj, func):
# cython aggregation

_cython_functions = copy.deepcopy(BaseGrouper._cython_functions)
_cython_functions['aggregate'].pop('median')

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hmm, I remember something was failing because of this.......

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I ran nosetests locally, and it works. I looked back at old versions, and I think it is a legacy issue of how the cython stuff was implemented over time.


class Grouping(object):
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14 changes: 14 additions & 0 deletions pandas/tseries/tests/test_resample.py
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Expand Up @@ -2931,6 +2931,20 @@ def test_consistency_with_window(self):
self.assertEqual(result.index.nlevels, 2)
tm.assert_index_equal(result.index.levels[0], expected)

def test_median_duplicate_columns(self):
# GH 14233

df = pd.DataFrame(np.random.randn(20, 3),
columns=list('aaa'),
index=pd.date_range('2012-01-01',
periods=20, freq='s'))
df2 = df.copy()
df2.columns = ['a', 'b', 'c']
expected = df2.resample('5s').median()
result = df.resample('5s').median()
expected.columns = result.columns
assert_frame_equal(result, expected)


class TestTimeGrouper(tm.TestCase):
def setUp(self):
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