Python 3 CSV file giving UnicodeDecodeError: 'utf-8' codec can't decode byte error when I print
We know the file contains the byte b'\x96'
since it is mentioned in the error message:
UnicodeDecodeError: 'utf-8' codec can't decode byte 0x96 in position 7386: invalid start byte
Now we can write a little script to find out if there are any encodings where b'\x96'
decodes to ñ
:
import pkgutil
import encodings
import os
def all_encodings():
modnames = set([modname for importer, modname, ispkg in pkgutil.walk_packages(
path=[os.path.dirname(encodings.__file__)], prefix='')])
aliases = set(encodings.aliases.aliases.values())
return modnames.union(aliases)
text = b'\x96'
for enc in all_encodings():
try:
msg = text.decode(enc)
except Exception:
continue
if msg == 'ñ':
print('Decoding {t} with {enc} is {m}'.format(t=text, enc=enc, m=msg))
which yields
Decoding b'\x96' with mac_roman is ñ
Decoding b'\x96' with mac_farsi is ñ
Decoding b'\x96' with mac_croatian is ñ
Decoding b'\x96' with mac_arabic is ñ
Decoding b'\x96' with mac_romanian is ñ
Decoding b'\x96' with mac_iceland is ñ
Decoding b'\x96' with mac_turkish is ñ
Therefore, try changing
with open('my_file.csv', 'r', newline='') as csvfile:
to one of those encodings, such as:
with open('my_file.csv', 'r', encoding='mac_roman', newline='') as csvfile:
with open('my_file.csv', 'r', newline='', encoding='ISO-8859-1') as csvfile:
ñ character is not listed on UTC-8 encoding. To fix the issue, you may use ISO-8859-1 encoding instead. For more details about this encoding, you may refer to the link below: https://www.ic.unicamp.br/~stolfi/EXPORT/www/ISO-8859-1-Encoding.html
For others who hit the same error shown in the subject, watch out for the file encoding of your csv file. Its possible it is not utf-8. I just noticed that LibreOffice created a utf-16 encoded file for me today without prompting me although I could not reproduce this.
If you try to open a utf-16 encoded document using open(... encoding='utf-8')
, you will get the error:
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position 0: invalid start byte
To fix either specify 'utf-16' encoding or change the encoding of the csv.