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UnicodeDecodeError in Python 3 when importing a CSV file

I'm trying to import a CSV, using this code:

    import csv
    import sys

    def load_csv(filename):
        # Open file for reading
        file = open(filename, 'r')

        # Read in file
        return csv.reader(file, delimiter=',', quotechar='\n')

    def main(argv):
        csv_file = load_csv("myfile.csv")

        for item in csv_file:
            print(item)

    if __name__ == "__main__":
        main(sys.argv[1:])

Here's a sample of my csv file:

    foo,bar,test,1,2
    this,wont,work,because,α

And the error:

    Traceback (most recent call last):
      File "test.py", line 22, in <module>
        main(sys.argv[1:])
      File "test.py", line 18, in main
        for item in csv_file:
      File "/usr/lib/python3.2/encodings/ascii.py", line 26, in decode
        return codecs.ascii_decode(input, self.errors)[0]
    UnicodeDecodeError: 'ascii' codec can't decode byte 0xce in position 40: ordinal not in range(128)

Obviously, It's hitting the character at the end of the CSV and throwing that error, but I'm at a loss as to how to fix this. Any help?

This is:

    Python 3.2.3 (default, Apr 23 2012, 23:35:30)
    [GCC 4.7.0 20120414 (prerelease)] on linux2
like image 786
Ryan Rapini Avatar asked Oct 05 '12 18:10

Ryan Rapini


People also ask

What does UnicodeDecodeError mean in Python?

The Python "UnicodeDecodeError: 'ascii' codec can't decode byte in position" occurs when we use the ascii codec to decode bytes that were encoded using a different codec. To solve the error, specify the correct encoding, e.g. utf-8 .


3 Answers

It seems your problem boils down to:

print("α")

You could fix it by specifying PYTHONIOENCODING:

$ PYTHONIOENCODING=utf-8 python3 test.py > output.txt

Note:

$ python3 test.py 

should work as is if your terminal configuration supports it, where test.py:

import csv

with open('myfile.csv', newline='', encoding='utf-8') as file:
    for row in csv.reader(file):
        print(row)

If open() has no encoding parameter above then you'll get UnicodeDecodeError with LC_ALL=C.

Also with LC_ALL=C you'll get UnicodeEncodeError even if there is no redirection i.e., PYTHONIOENCODING is necessary in this case (before PEP 538: Legacy C Locale Coercion implemented in Python 3.7+).

like image 179
jfs Avatar answered Sep 18 '22 15:09

jfs


From the python docs, you have to set the encoding for the file. Here is an example from the site:

import csv

 with open('some.csv', newline='', encoding='utf-8') as f:
   reader = csv.reader(f)
   for row in reader:
     print(row)

Edit: Your problem appears to happen with printing. Try using pretty printer:

import csv
import pprint

with open('some.csv', newline='', encoding='utf-8') as f:
  reader = csv.reader(f)
  for row in reader:
    pprint.pprint(row)
like image 36
TheDude Avatar answered Sep 18 '22 15:09

TheDude


Another option is to cover up the errors by passing an error handler:

with open('some.csv', newline='', errors='replace') as f:
   reader = csv.reader(f)
   for row in reader:
    print(row)

which will replace any undecodable bytes in the file with a "missing character".

like image 29
Ayush Abhijeet Avatar answered Sep 20 '22 15:09

Ayush Abhijeet