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TST: Add test cases for GH6173, appending to empty df #23806

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Nov 23, 2018
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32 changes: 32 additions & 0 deletions pandas/tests/indexing/test_loc.py
Original file line number Diff line number Diff line change
Expand Up @@ -804,3 +804,35 @@ def test_loc_uint64(self):
result = s.loc[[np.iinfo('uint64').max - 1,
np.iinfo('uint64').max]]
tm.assert_series_equal(result, s)

def test_loc_setitem_empty_append(self):
# GH6173, various appends to an empty dataframe

data = [1, 2, 3]
expected = DataFrame({'x': data, 'y': [None] * len(data)})

# appends to fit length of data
df = DataFrame(columns=['x', 'y'])
df.loc[:, 'x'] = data
tm.assert_frame_equal(df, expected)

# only appends one value
expected = DataFrame({'x': [1.0], 'y': [np.nan]})
df = DataFrame(columns=['x', 'y'],
dtype=np.float)
df.loc[0, 'x'] = expected.loc[0, 'x']
tm.assert_frame_equal(df, expected)

def test_loc_setitem_empty_append_raises(self):
# GH6173, various appends to an empty dataframe

data = [1, 2]
df = DataFrame(columns=['x', 'y'])
msg = (r"None of \[Int64Index\(\[0, 1\], dtype='int64'\)\] "
r"are in the \[index\]")
with pytest.raises(KeyError, match=msg):
df.loc[[0, 1], 'x'] = data

msg = "cannot copy sequence with size 2 to array axis with dimension 0"
with pytest.raises(ValueError, match=msg):
df.loc[0:2, 'x'] = data