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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.
import pandas as pd df = pd.DataFrame(index=[1, 2, 3], columns=["a"], data=[1, 2, 3]) df.rename(columns={"a" : "A"}, inplace=True) df["a"] = [1, 2, 3] df.rename(columns={"a" : "A"}, inplace=True) print(df)
A A 1 1 1 2 2 2 3 3 3
DataFrame.rename() does not check if a column already exists.
DataFrame.rename() should replace the existing column:
A 1 1 2 2 3 3
I would expect df.rename() to be equivalent to
df["A"] = df["a"], df.drop(columns=["a"], inplace=True)
commit : 4bfe3d0 python : 3.9.10.final.0 python-bits : 64 OS : Linux OS-release : 5.4.0-107-generic Version : #121-Ubuntu SMP Thu Mar 24 16:04:27 UTC 2022 machine : x86_64 processor : x86_64 byteorder : little LC_ALL : None LANG : en_US.UTF-8 LOCALE : en_US.UTF-8
pandas : 1.4.2 numpy : 1.21.2 pytz : 2021.3 dateutil : 2.8.2 pip : 21.2.4 setuptools : 58.0.4 Cython : None pytest : None hypothesis : None sphinx : 4.4.0 blosc : None feather : None xlsxwriter : None lxml.etree : None html5lib : None pymysql : None psycopg2 : None jinja2 : 3.0.2 IPython : 7.31.1 pandas_datareader: None bs4 : 4.10.0 bottleneck : 1.3.2 brotli : fastparquet : None fsspec : None gcsfs : None markupsafe : 2.0.1 matplotlib : 3.5.0 numba : None numexpr : 2.8.1 odfpy : None openpyxl : None pandas_gbq : None pyarrow : None pyreadstat : None pyxlsb : None s3fs : None scipy : 1.7.3 snappy : None sqlalchemy : None tables : None tabulate : None xarray : None xlrd : None xlwt : None zstandard : None
The text was updated successfully, but these errors were encountered:
Hi, thanks for your report. This is the intended behavior. Please see #45486 for example
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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
Issue Description
DataFrame.rename() does not check if a column already exists.
Expected Behavior
DataFrame.rename() should replace the existing column:
I would expect df.rename() to be equivalent to
Installed Versions
INSTALLED VERSIONS
commit : 4bfe3d0
python : 3.9.10.final.0
python-bits : 64
OS : Linux
OS-release : 5.4.0-107-generic
Version : #121-Ubuntu SMP Thu Mar 24 16:04:27 UTC 2022
machine : x86_64
processor : x86_64
byteorder : little
LC_ALL : None
LANG : en_US.UTF-8
LOCALE : en_US.UTF-8
pandas : 1.4.2
numpy : 1.21.2
pytz : 2021.3
dateutil : 2.8.2
pip : 21.2.4
setuptools : 58.0.4
Cython : None
pytest : None
hypothesis : None
sphinx : 4.4.0
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.2
IPython : 7.31.1
pandas_datareader: None
bs4 : 4.10.0
bottleneck : 1.3.2
brotli :
fastparquet : None
fsspec : None
gcsfs : None
markupsafe : 2.0.1
matplotlib : 3.5.0
numba : None
numexpr : 2.8.1
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyreadstat : None
pyxlsb : None
s3fs : None
scipy : 1.7.3
snappy : None
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
zstandard : None
The text was updated successfully, but these errors were encountered: