问题
I have a series.
index = pd.MultiIndex.from_tuples([('bar', 'one'),
('bar', 'two'),
('baz', 'one'),
('baz', 'two'),
('foo', 'one'),
('foo', 'two'),
('qux', 'one'),
('qux', 'two')],
names=['first', 'second'])
np.random.seed(0)
s = pd.Series(np.random.randn(8), index=index)
first second
bar one 1.764052
two 0.400157
baz one 0.978738
two 2.240893
foo one 1.867558
two -0.977278
qux one 0.950088
two -0.151357
dtype: float64
When I reindex by level 1.
s.reindex(['two','one','three'],level=1)
first second
bar two 0.400157
one 1.764052
baz two 2.240893
one 0.978738
foo two -0.977278
one 1.867558
qux two -0.151357
one 0.950088
dtype: float64
I expected to get
first second
bar two 0.400157
one 1.764052
three NaN
baz two 2.240893
one 0.978738
three NaN
foo two -0.977278
one 1.867558
three NaN
qux two -0.151357
one 0.950088
three NaN
dtype: float64
Shouldn't reindex fill them with NaNs?
EDIT:
This is a bug and has an open issue#25460
来源:https://stackoverflow.com/questions/62214123/reindex-doesnt-fill-with-nan