REGR: Assigning multiple new columns with loc fails when index is a MultiIndex #39147
Closed
2 of 3 tasks
Labels
Indexing
Related to indexing on series/frames, not to indexes themselves
MultiIndex
Regression
Functionality that used to work in a prior pandas version
Milestone
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I have confirmed this bug exists on the latest version of pandas.
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Code Sample, a copy-pastable example
Problem description
When running the above code in pandas 1.1.5, you will get the following error:
Till version 1.1.4, the above code would result in the dataframe being extended with the two new columns c and d. With the release of pandas 1.1.5, the code results in the above error. It might be related to the fix for #37711
Single column assignments do still work, i.e. replacing the single assignment line with the following two separate assignment lines does work:
The problem also only occurs whenever the index is a multiindex. If the index is not a multiindex, the error will not occur.
Expected Output
Expected output is that no error occurs and that the two columns c and d are added with values None for all rows.
Output of
pd.show_versions()
INSTALLED VERSIONS
commit : b5958ee
python : 3.7.9.final.0
python-bits : 64
OS : Linux
OS-release : 5.8.0-33-generic
Version : #36-Ubuntu SMP Wed Dec 9 09:14:40 UTC 2020
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : en_US.UTF-8
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.1.5
numpy : 1.19.2
pytz : 2020.5
dateutil : 2.8.1
pip : 20.3.3
setuptools : 51.1.2.post20210112
Cython : None
pytest : None
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : None
IPython : None
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : None
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pytables : None
pyxlsb : None
s3fs : None
scipy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
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