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
import os
TEST_CONTENTS = """
col1,col2
a,b
1,2
"""
TEST_PATH = "file_leak_example.csv"
with open(TEST_PATH, "w+") as f:
f.write(TEST_CONTENTS)
try:
# usecols specifies incorrect columns, causing an Exception during parser init
pd.read_csv(TEST_PATH, usecols=["col1", "col2", "col3"], engine="c")
except:
# Fails on Windows, as the file is still open
os.unlink(TEST_PATH)
# Causes the same problem, due to "a" not being a column in the file
# pd.read_csv(TEST_PATH, engine="python", parse_dates=["a"])
Issue Description
NOTE: I think this will only repro the issue on Windows, as other OSs do not prevent you deleting a file that is still open.
On Windows, the above repro causes the following:
$ python file_leak.py
Traceback (most recent call last):
File "C:\Users\Mike\Documents\GitHub\pandas\file_leak.py", line 15, in <module>
pd.read_csv(TEST_PATH, usecols=["col1", "col2", "col3"], engine="c")
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\util\_decorators.py", line 311, in wrapper
return func(*args, **kwargs)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\readers.py", line 674, in read_csv
return _read(filepath_or_buffer, kwds)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\readers.py", line 569, in _read
parser = TextFileReader(filepath_or_buffer, **kwds)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\readers.py", line 924, in __init__
self._engine = self._make_engine(self.engine)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\readers.py", line 1192, in _make_engine
return mapping[engine](self.f, **self.options)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\c_parser_wrapper.py", line 142, in __init__
self._validate_usecols_names(usecols, self.orig_names)
File "C:\Users\Mike\Documents\GitHub\pandas\pandas\io\parsers\base_parser.py", line 941, in _validate_usecols_names
raise ValueError(
ValueError: Usecols do not match columns, columns expected but not found: ['col3']
During handling of the above exception, another exception occurred:
Traceback (most recent call last):
File "C:\Users\Mike\Documents\GitHub\pandas\file_leak.py", line 18, in <module>
os.unlink(TEST_PATH)
PermissionError: [WinError 32] The process cannot access the file because it is being used by another process: 'file_leak_example.csv'
The ValueError
is correct, but the os.unlink
should not fail. The reason it does is due to the csv parser holding onto the file handle.
Expected Behavior
If an exception is encountered during file reading all handles should be closed, allowing invalid files to be moved or deleted.
Installed Versions
In [2]: pd.show_versions()
INSTALLED VERSIONS
commit : ad19057
python : 3.9.5.final.0
python-bits : 64
OS : Windows
OS-release : 10
Version : 10.0.19043
machine : AMD64
processor : Intel64 Family 6 Model 60 Stepping 3, GenuineIntel
byteorder : little
LC_ALL : None
LANG : en_GB.UTF-8
LOCALE : English_United Kingdom.1252
pandas : 1.5.0.dev0+59.gad190575aa
numpy : 1.21.0
pytz : 2021.1
dateutil : 2.8.1
pip : 21.3.1
setuptools : 51.3.3
Cython : 0.29.24
pytest : 6.2.5
hypothesis : 6.35.0
sphinx : None
blosc : None
feather : None
xlsxwriter : None
lxml.etree : None
html5lib : None
pymysql : None
psycopg2 : None
jinja2 : 3.0.1
IPython : 7.25.0
pandas_datareader: None
bs4 : None
bottleneck : None
fsspec : None
fastparquet : None
gcsfs : None
matplotlib : 3.4.3
numexpr : None
odfpy : None
openpyxl : None
pandas_gbq : None
pyarrow : None
pyxlsb : None
s3fs : None
scipy : 1.7.1
sqlalchemy : None
tables : None
tabulate : None
xarray : None
xlrd : None
xlwt : None
numba : None
zstandard : None