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I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
importpandasaspddf=pd.DataFrame({"a": [1,1,1,2,2], "b": [4,5,6,4,4], "c":[7,7,8,9,9]})
print("Each k is a tuple as expected")
fork, vindf.groupby(["a"]):
print(type(k), k)
print(v)
print()
print("Each k is an int, and it's not expected")
fork, vindf.groupby(["a"])[["a", "b", "c"]]:
print(type(k), k)
print(v)
Result:
Each k is a tuple as expected
<class 'tuple'> (1,)
a b c
0 1 4 7
1 1 5 7
2 1 6 8
<class 'tuple'> (2,)
a b c
3 2 4 9
4 2 4 9
Each k is an int, and it's not expected
<class 'int'> 1
a b c
0 1 4 7
1 1 5 7
2 1 6 8
<class 'int'> 2
a b c
3 2 4 9
4 2 4 9
Issue Description
After the change in #47761, when grouping by a list containing a single element, a tuple of one element is returned.
However, if a column selection is specified after groupby, a tuple is not returned (an int is returned in the previous example).
Expected Behavior
For consistency, I would expect that a tuple is returned also in the second case.
Installed Versions
INSTALLED VERSIONS
commit : 965ceca
python : 3.10.8.final.0
python-bits : 64
OS : Linux
OS-release : 3.10.0-1160.42.2.el7.x86_64
Version : #1 SMP Tue Aug 31 20:15:00 UTC 2021
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : en_US.UTF-8
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
I believe this is because when doing df.groupby(["a"])[["a", "b", "c"]], the keys are no longer a list but a BaseGrouper. However, #47761 is considering only a list. I can try to make a PR for this.
Pandas version checks
I have checked that this issue has not already been reported.
I have confirmed this bug exists on the latest version of pandas.
I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
Result:
Issue Description
After the change in #47761, when grouping by a list containing a single element, a tuple of one element is returned.
However, if a column selection is specified after groupby, a tuple is not returned (an int is returned in the previous example).
Expected Behavior
For consistency, I would expect that a tuple is returned also in the second case.
Installed Versions
INSTALLED VERSIONS
commit : 965ceca
python : 3.10.8.final.0
python-bits : 64
OS : Linux
OS-release : 3.10.0-1160.42.2.el7.x86_64
Version : #1 SMP Tue Aug 31 20:15:00 UTC 2021
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 : 2.0.2
numpy : 1.24.3
pytz : 2023.3
dateutil : 2.8.2
setuptools : 67.7.2
pip : 23.1.2
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 : 8.11.0
pandas_datareader: None
bs4 : None
bottleneck : 1.3.7
brotli : None
fastparquet : None
fsspec : None
gcsfs : None
matplotlib : 3.7.1
numba : 0.57.0
numexpr : 2.8.4
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyreadstat : None
pyxlsb : None
s3fs : None
scipy : 1.10.1
snappy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
zstandard : None
tzdata : 2023.3
qtpy : None
pyqt5 : None
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