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TST: Verify that float columns stay float after pivot (pandas-dev#7142)
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dsm054 committed Jul 3, 2017
1 parent 329fdaa commit b2e7e41
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15 changes: 15 additions & 0 deletions pandas/tests/reshape/test_pivot.py
Original file line number Diff line number Diff line change
Expand Up @@ -167,6 +167,21 @@ def test_pivot_dtypes(self):
expected = Series(dict(float64=2))
tm.assert_series_equal(result, expected)

def test_pivot_preserve_dtypes():
# GH 7172 regression test
v = np.arange(5, dtype=np.float64)
df = DataFrame({"f1": v, "f2": v + 2.0,
"b1": v <= 2, "b2": v <= 3}).reset_index()

values_cols = [['f1', 'f2'], ['f1', 'f2', 'b2']]
for values in values_cols:
df_res = df.pivot_table(index='index', columns='b1',
values=values)
result = dict(df_res.dtypes)
expected = {col: np.dtype("O") if col[0].startswith("b")
else np.dtype('float64') for col in df_res}
assert result == expected

def test_pivot_no_values(self):
# GH 14380
idx = pd.DatetimeIndex(['2011-01-01', '2011-02-01', '2011-01-02',
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