Description
Pandas version checks
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I have checked that this issue has not already been reported.
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I have confirmed this bug exists on the latest version of pandas.
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I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
import pandas as pd
df=pd.DataFrame(data=['foo'],columns=['bar'])
df.loc[0,'bar']=0.2
df['bar'].round()
Out[4]:
0 0.2Issue Description
pd.Series.round() appears to have changed behaviour in 2.2.3 compared to 2.1.4.
In previous versions, attempting to round a column with "object" dtype would raise a TypeError. In 2.2.3, round now silently returns the same column, without applying any rounding.
I'm not sure if there is some underlying change that causes this behaviour, but together with the removal of downcasting from a variety of methods (ffill, replace, fillna,...) this change in behaviour seems dangerous without any warnings.
Expected Behavior
import pandas as pd
df=pd.DataFrame(data=['foo'],columns=['bar'])
df.loc[0,'bar']=0.2
df['bar'].round()
TypeError: loop of ufunc does not support argument 0 of type float which has no callable rint method
Installed Versions
INSTALLED VERSIONS
commit : 0691c5c
python : 3.9.18
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19045
machine : AMD64
processor : Intel64 Family 6 Model 142 Stepping 12, GenuineIntel
byteorder : little
LC_ALL : None
LANG : None
LOCALE : English_United Kingdom.1252
pandas : 2.2.3
numpy : 1.26.3
pytz : 2023.3.post1
dateutil : 2.8.2
pip : 23.3.1
Cython : None
sphinx : None
IPython : 8.15.0
adbc-driver-postgresql: None
adbc-driver-sqlite : None
bs4 : 4.12.2
blosc : None
bottleneck : 1.3.6
dataframe-api-compat : None
fastparquet : None
fsspec : None
html5lib : None
hypothesis : None
gcsfs : None
jinja2 : 3.1.2
lxml.etree : 4.9.3
matplotlib : 3.8.0
numba : 0.60.0
numexpr : 2.8.7
odfpy : None
openpyxl : 3.1.0
pandas_gbq : None
psycopg2 : None
pymysql : None
pyarrow : None
pyreadstat : None
pytest : 7.4.0
python-calamine : None
pyxlsb : None
s3fs : None
scipy : 1.11.4
sqlalchemy : None
tables : None
tabulate : None
xarray : 2023.12.0
xlrd : 2.0.1
xlsxwriter : 3.1.1
zstandard : 0.19.0
tzdata : 2023.3
qtpy : None
pyqt5 : None