BUG: cannot write xml with nullable dtypes · Issue #43903 · pandas-dev/pandas (original) (raw)
- 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 master branch of pandas.
Reproducible Example
import logging import numpy as np import pandas as pd import pytest
logger = logging.getLogger("test")
class XmlTest:
def test_to_xml_dtypes(self):
dtypes = [
pd.StringDtype(),
pd.BooleanDtype(),
pd.Float64Dtype(),
pd.Float32Dtype(),
pd.Int64Dtype(),
pd.UInt64Dtype(),
pd.Int32Dtype(),
pd.UInt32Dtype(),
pd.Int16Dtype(),
pd.UInt16Dtype(),
pd.Int8Dtype(),
pd.UInt8Dtype(),
pd.StringDtype(),
]
data = [
pd.Series({"abc": 1, "xyz": pd.NA}),
pd.Series({"abc": pd.NA, "xyz": 0}),
]
failed = {}
for dtype in dtypes:
df = pd.DataFrame(data).astype(dtype)
try:
df.to_xml()
except TypeError as e:
logger.error(dtype, exc_info=True)
failed[str(dtype)] = str(e)
assert failed == [], f"Failed on dtypes: {failed}"
if name == "main": pytest.main()
Issue Description
to_xml
fails with nullable dtypes provided by Pandas like Float64Dtype
. Example from a test run in CI; it fails on Ubuntu too.
Expected Behavior
Output valid xml that can be read with read_xml
to get approximately the same DataFrame.
Installed Versions
INSTALLED VERSIONS ------------------ commit : f00ed8fpython : 3.9.5.final.0 python-bits : 64 OS : Windows OS-release : 10 Version : 10.0.19042 machine : AMD64 processor : Intel64 Family 6 Model 165 Stepping 2, GenuineIntel byteorder : little LC_ALL : None LANG : None LOCALE : English_United States.1252
pandas : 1.3.0
numpy : 1.21.2
pytz : 2021.1
dateutil : 2.8.1
pip : 21.1.1
setuptools : 52.0.0.post20210125
Cython : None
pytest : 6.2.4
hypothesis : None
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : 4.6.3
html5lib : 1.1
pymysql : 1.0.2
psycopg2 : None
jinja2 : None
IPython : None
pandas_datareader: None
bs4 : 4.9.3
bottleneck : None
fsspec : 2021.07.0
fastparquet : None
gcsfs : None
matplotlib : 3.4.2
numexpr : None
odfpy : None
openpyxl : 3.0.7
pandas_gbq : None
pyarrow : 5.0.0
pyxlsb : 1.0.8
s3fs : None
scipy : 1.7.0
sqlalchemy : None
tables : None
tabulate : 0.8.9
xarray : None
xlrd : 2.0.1
xlwt : None
numba : None
None