I need to do gender guessing for some analysis, and after some research I've found this Python Library on github: malev/gender-detector
After following the instructions and doing some tweaks (e.g. readme instructs import gender_detector as gd but I needed to do
from gender_detector import gender_detector as gd
Then this happens, the lib has 4 datasets, 'us','uk','ar','uy', but only works when using 'us' or 'uk'
See example below:
from gender_detector import gender_detector as gd
detector = gd.GenderDetector('us')
detector2 = gd.GenderDetector('ar')
detector.guess('Marcos')
Out[25]: 'male'
detector2.guess('Marcos')
Traceback (most recent call last):
File "", line 1, in
detector2.guess('Marcos')
File "/home/cpneto/anaconda3/lib/python3.6/site-packages/gender_detector/gender_detector.py", line 25, in guess
initial_position = self.index(name[0])
File "/home/cpneto/anaconda3/lib/python3.6/site-packages/gender_detector/index.py", line 19, in call
self._generate_index()
File "/home/cpneto/anaconda3/lib/python3.6/site-packages/gender_detector/index.py", line 25, in _generate_index
total = file.readline() # Omit headers line
File "/home/cpneto/anaconda3/lib/python3.6/codecs.py", line 321, in decode
(result, consumed) = self._buffer_decode(data, self.errors, final)
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xf1 in position 1078: invalid continuation byte
I believe this happens because of py2 vs py3 compatibility, but I'm not sure of that and don't have any clue on how to solve this.
Any suggestions?
The library assumes your ar file is UTF-8 encoded, but it isn't (hence the byte 0xf1 in position 1078 error). You need to either convert your file to UTF-8 or find some way to pass the actual encoding to the library.
Related
I need to analyse a textfile in tamil (utf-8 encoded). Im using nltk package of Python on the interface IDLE. when i try to read the text file on the interface, this is the error i get. how do i avoid this?
corpus = open('C:\\Users\\Customer\\Desktop\\DISSERTATION\\ettuthokai.txt').read()
Traceback (most recent call last):
File "<pyshell#2>", line 1, in <module>
corpus = open('C:\\Users\\Customer\\Desktop\\DISSERTATION\\ettuthokai.txt').read()
File "C:\Users\Customer\AppData\Local\Programs\Python\Python35-32\lib\encodings\cp1252.py", line 23, in decode
return codecs.charmap_decode(input,self.errors,decoding_table)[0]
UnicodeDecodeError: 'charmap' codec can't decode byte 0x8d in position 33: character maps to <undefined>
Since you are using Python 3, just add the encoding parameter to open():
corpus = open(
r"C:\Users\Customer\Desktop\DISSERTATION\ettuthokai.txt", encoding="utf-8"
).read()
I'm trying out this awesome sentiment analysis toolkit for python called Vader (https://github.com/cjhutto/vaderSentiment#python-code-example). However, I'm not even able to run their examples, because of a decoding problem (?).
I've tried the .decode('utf-8'), but it still gives me this error code:
Traceback (most recent call last):
File "/Users/solari/Codes/EmotionalTwitter/vader.py", line 22, in
<module>
analyzer = SentimentIntensityAnalyzer()
File "/usr/local/lib/python3.6/site-
packages/vaderSentiment/vaderSentiment.py", line 199, in __init__
self.lexicon_full_filepath = f.read()
File "/usr/local/Cellar/python3/3.6.2/Frameworks/Python.framework/Versions/3.6/l
ib/python3.6/encodings/ascii.py", line 26, in decode
return codecs.ascii_decode(input, self.errors)[0]
UnicodeDecodeError: 'ascii' codec can't decode byte 0xc3 in position 6573: ordinal not in range(128)
[Finished in 0.5s with exit code 1]
Why does it complain about this "ascii codec"? Because if I've read their documentation correctly this should be in utf-8 anyway. Also, I'm using Python 3.6.2.
I am using hfcca to calculate cyclomatic complexity for a c++ code. hfcca is a simple python script (https://code.google.com/p/headerfile-free-cyclomatic-complexity-analyzer/). When i am trying to run the script to generate the output in the form of an xml file i am getting following errors :
Traceback (most recent call last):
"./hfcca.py", line 802, in <module>
main(sys.argv[1:])
File "./hfcca.py", line 798, in main
print(xml_output([f for f in r], options))
File "./hfcca.py", line 798, in <listcomp>
print(xml_output([f for f in r], options))
File "/x/home06/smanchukonda/PREFIX/lib/python3.3/multiprocessing/pool.py", line 652, in next
raise value
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xe2 in position 434852: invalid continuation byte
Please help me with this..
The problem looks like the file has characters represented with latin1 that aren't characters in utf8. The file utility can be useful for figuring out what encoding a file should be treated as, e.g:
monk#monk-VirtualBox:~$ file foo.txt
foo.txt: UTF-8 Unicode text
Here's what the bytes mean in latin1:
>>> b'\xe2'.decode('latin1')
'â'
Probably easiest is to convert the files to utf8.
I also had the same problem rendering Markup("""yyyyyy""") but i solved it using an online tool with removed the 'bad' characters. https://pteo.paranoiaworks.mobi/diacriticsremover/
It is a nice tool and works even offline.
Input file : chars.csv :
4,,x,,2,,9.012,2,,,,
6,,y,,2,,12.01,±4,,,,
7,,z,,2,,14.01,_3,,,,
When I try to parse this file, I get this error even after specifying utf-8 encoding.
>>> f=open('chars.csv',encoding='utf-8')
>>> f.read()
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "/usr/lib/python3.2/codecs.py", line 300, in decode
(result, consumed) = self._buffer_decode(data, self.errors, final)
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xb1 in position 36: invalid start byte
How to correct this error?
Version: Python 3.2.3
Your input file is clearly not utf-8 encoded, so you have at least those options:
f=open('chars.csv', encoding='utf-8', errors='ignore') if given file is mostly utf-8 and you don't care about some small data loss. For other errors parameter values check manual
simply use proper encoding, like latin-1, if you know one
This is not UTF-8 encoding. The UTF-8 encoding of ± is \xC2\xB1 and  is \xC2\x83. As RobertT suggested, try Latin-1:
f=open('chars.csv',encoding='latin-1')
I am trying to read a utf-8 encoded xml file in python and I am doing some processing on the lines read from the file something like below:
next_sent_separator_index = doc_content.find(word_value, int(characterOffsetEnd_value) + 1)
Where doc_content is the line read from the file and word_value is one of the string from the the same line. I am getting encoding related error for above line whenever doc_content or word_value is having some Unicode characters. So, I tried to decode them first with utf-8 decoding (instead of default ascii encoding) as below :
next_sent_separator_index = doc_content.decode('utf-8').find(word_value.decode('utf-8'), int(characterOffsetEnd_value) + 1)
But I am still getting UnicodeDecodeError as below :
Traceback (most recent call last):
File "snippetRetriver.py", line 402, in <module>
sentences_list,lemmatised_sentences_list = getSentenceList(form_doc)
File "snippetRetriver.py", line 201, in getSentenceList
next_sent_separator_index = doc_content.decode('utf-8').find(word_value.decode('utf-8'), int(characterOffsetEnd_value) + 1)
File "/usr/lib/python2.7/encodings/utf_8.py", line 16, in decode
return codecs.utf_8_decode(input, errors, True)
UnicodeEncodeError: 'ascii' codec can't encode character u'\xe9' in position 8: ordinal not in range(128)
Can anyone suggest me a suitable approach / way to avoid these kind of encoding errors in python 2.7 ?
codecs.utf_8_decode(input.encode('utf8'))