pandas-dev / pandas

Flexible and powerful data analysis / manipulation library for Python, providing labeled data structures similar to R data.frame objects, statistical functions, and much more
https://pandas.pydata.org
BSD 3-Clause "New" or "Revised" License
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BUG: decimal.Decimal treated as string in DataFrame.to_excel() #47544

Closed buhtz closed 2 weeks ago

buhtz commented 2 years ago

Pandas version checks

Reproducible Example

#!/usr/bin/env python3
import pandas as pd
from decimal import Decimal

df = pd.DataFrame({
    'foo': list('ABC'),
    'val': [
        Decimal('332344'),
        Decimal('6.324'),
        Decimal('87.397812')
    ]
})

print(df)
df.to_excel('p.xlsx')

from openpyxl import Workbook
wb = Workbook()
ws = wb.active

the_float = 1.2345
ws['A1'] = Decimal('1.2345')
ws['A2'] = the_float

wb.save('x.xlsx')

Issue Description

I use decimal.Decimal as type for float values in a DataFrame. Exporting them via to_excel() resulting in Excel cells with strings not floats. I tried xlsxwriter and openpyxl as engine.

See my MWE it seems that openpyxl itself can handle Decimal very well. The result is a real float not a string.

So the problem must somewhere in the pandas layer.

btw: Your Issue formula is to restrictive. I have no way to test the issue on the current upstream version. There are strict technical reasons for this. I haven't tested with upstream but checked the checkbox to be able to submit the Issue.

Expected Behavior

Create real float values in the Excel cells.

Installed Versions

>>> pandas.show_versions()
[DEBUG] matplotlib data path: .....AppData\Roaming\Python\Python39\site-packages\matplotlib\mpl-data
[DEBUG] CONFIGDIR=C:\Users\buhtzch\.matplotlib
[DEBUG] interactive is False
[DEBUG] platform is win32
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'_weakrefset', 'weakref', '_string', 'string', 'threading', 'atexit', 'logging', 'posixpath', 'fnmatch', 'errno', 'urllib', 'urllib.parse', 'pathlib', 'math', '_datetime', 'datetime', '_struct', 'struct', '_compat_pickle', '_pickle', 'pickle', 'copy', '_ast', 'ast', '_opcode', 'opcode', 'dis', 'inspect', 'dataclasses', '_uuid', 'uuid', 'numbers', '_bisect', 'bisect', '_random', '_sha512', 'random', '_decimal', 'decimal', 'fractions', '_statistics', 'statistics', 'numpy._globals', 'numpy.__config__', 'glob', '_ctypes', 'ctypes._endian', 'ctypes', 'numpy._distributor_init', '__future__', '_json', 'json.scanner', 'json.decoder', 'json.encoder', 'json', 'numpy._version', 'numpy.version', 'numpy.core._multiarray_umath', 'numpy.compat._inspect', 'numpy.compat.py3k', 'numpy.compat', 'numpy.core.overrides', 'numpy.core.multiarray', 'numpy.core.umath', 'numpy.core._string_helpers', 'numpy.core._dtype', 'numpy.core._type_aliases', 'numpy.core.numerictypes', 'numpy.core._exceptions', 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'html5lib._tokenizer', 'html5lib.treebuilders', 'html5lib.treebuilders.base', 'html5lib.html5parser', 'html5lib.treewalkers', 'xml.sax.handler', 'xml.sax._exceptions', 'xml.sax.xmlreader', 'xml.sax', 'xml.sax.saxutils', 'html5lib.serializer', 'html5lib', 'jinja2.bccache', 'markupsafe._speedups', 'markupsafe', 'jinja2.utils', 'jinja2.nodes', 'jinja2.exceptions', 'jinja2.visitor', 'jinja2.idtracking', 'jinja2.optimizer', 'jinja2.compiler', 'jinja2.async_utils', 'jinja2.runtime', 'jinja2.filters', 'jinja2.tests', 'jinja2.defaults', 'jinja2._identifier', 'jinja2.lexer', 'jinja2.parser', 'jinja2.environment', 'jinja2.loaders', 'jinja2', 'soupsieve.__meta__', 'soupsieve.util', 'soupsieve.pretty', 'soupsieve.css_types', 'soupsieve.css_match', 'soupsieve.css_parser', 'soupsieve', 'html.entities', 'html', 'bs4.dammit', 'bs4.formatter', 'bs4.element', '_markupbase', 'html.parser', 'bs4.builder._htmlparser', 'bs4.builder._html5lib', 'bs4.builder', 'bs4', 'matplotlib', 'packaging.__about__', 'packaging', 'packaging._structures', 'packaging.version', 'matplotlib._api.deprecation', 'matplotlib._api', 'matplotlib._version', 'matplotlib._c_internal_utils', 'matplotlib.cbook', 'matplotlib.docstring', 'PIL.ImageChops', 'PIL.ImageFile', 'PIL.GimpGradientFile', 'PIL.GimpPaletteFile', 'PIL.ImageColor', 'PIL.PaletteFile', 'PIL.ImagePalette', 'PIL.ImageSequence', 'PIL.PngImagePlugin', 'matplotlib._path', 'matplotlib.bezier', 'matplotlib.path', 'matplotlib.transforms', 'matplotlib.ticker', 'matplotlib.scale', 'matplotlib._color_data', 'matplotlib.colors', 'pyparsing.util', 'pyparsing.unicode', 'pyparsing.exceptions', 'pyparsing.actions', 'pyparsing.results', 'pyparsing.core', 'pyparsing.helpers', 'pyparsing.testing', 'pyparsing.common', 'pyparsing', 'matplotlib.fontconfig_pattern', 'matplotlib._enums', 'cycler', 'matplotlib.rcsetup', 'matplotlib.ft2font', 'kiwisolver']

INSTALLED VERSIONS
------------------
commit           : f00ed8f47020034e752baf0250483053340971b0
python           : 3.9.10.final.0
python-bits      : 64
OS               : Windows
OS-release       : 10
Version          : 10.0.19043
machine          : AMD64
processor        : Intel64 Family 6 Model 140 Stepping 1, GenuineIntel
byteorder        : little
LC_ALL           : None
LANG             : None
LOCALE           : de_DE.cp1252

pandas           : 1.3.0
numpy            : 1.22.1
pytz             : 2021.3
dateutil         : 2.8.2
pip              : 22.1.2
setuptools       : 58.1.0
Cython           : None
pytest           : 7.1.2
hypothesis       : None
sphinx           : None
blosc            : None
feather          : None
xlsxwriter       : 3.0.2
lxml.etree       : None
html5lib         : 1.1
pymysql          : None
psycopg2         : None
jinja2           : 3.0.3
IPython          : None
pandas_datareader: None
bs4              : 4.10.0
bottleneck       : None
fsspec           : None
fastparquet      : None
gcsfs            : None
matplotlib       : 3.5.1
numexpr          : None
odfpy            : None
openpyxl         : 3.0.9
pandas_gbq       : None
pyarrow          : 8.0.0
pyxlsb           : None
s3fs             : None
scipy            : 1.8.1
sqlalchemy       : None
tables           : None
tabulate         : 0.8.9
xarray           : None
xlrd             : 2.0.1
xlwt             : None
numba            : None
dimitra-karadima commented 2 years ago

Hi @simonjayhawkins, I want to tackle this issue. If you have any suggestions on this, I would be happy to hear it.

VinitaSilaparasetty commented 2 years ago

I would like to work on this issue as well. Thanks.

rhshadrach commented 10 months ago

Confirmed on main, further investigations and PRs to fix are welcome!

rmhowe425 commented 7 months ago

take

asishm commented 2 weeks ago

@mroeschke @michiel-de-muynck can this be closed by #60230 as well?