I'm having trouble decoding a ASP.NET view state string in Python 3.
When I try decoding the string using bash's base64 command, it decodes the string successfully and I'm able to see all the information I need (most of it is in Hebrew, meaning UTF-8). The view state is of course base64-encoded only and not encrypted.
However, when I try do decode the string using Python's base64 library and then decoding the byte array to a UTF-8 string, I get an error message:
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xff in position
0: invalid start byte
I should mention that since the string is a view state, the first few bytes are binary data and "0xff" makes sense, however after these bytes the data is readable.
Python 3 code segment:
b = "The_ViewState"
print(base64.b64decode(b).decode("utf-8"))
Why does decoding work in bash and not in Python? How can this be resolved?
After a little bit of research I found the answer:
b = "The_ViewState"
print(base64.b64decode(b).decode("utf-8", "ignore"))
Adding the "ignore" flag causes decode() to discard any invalid byte sequences, thus leaving the irrelevant bytes out of the decoded string.
Best way is use this link.
A small Python 3.5+ library for decoding ASP.NET viewstate.
First install that: pip install viewstate
>>> from viewstate import ViewState
>>> base64_encoded_viewstate = '/wEPBQVhYmNkZQ9nAgE='
>>> vs = ViewState(base64_encoded_viewstate)
>>> vs.decode()
('abcde', (True, 1))
I have in dictionary under key "verb" string which contains non ascii characters (utf-8).
I want to send to client that dictionary (I am using Tornado i Python 2.7.2 and simplejson).
I am trying like
result = {"verb" : "Želeći"}
self.write(simplejson.dumps(result, ensure_ascii=False)) # tried also with utf-8 encoding parameter passed
self.flush()
but always get error utf8 codec can't decode byte 0x8e in position 0
How to send to client dictionary which contains utf characters with simplejson ?
It works for me:
>>> import simplejson
>>> result = {"verb" : "Želeći"}
>>> simplejson.dumps(result, ensure_ascii=False)
u'{"verb": "\u017dele\u0107i"}'
I'm using python 2.7.4
You have data that is not UTF-8 encoded.
JSON strings are really Unicode strings, but you are giving it a byte string instead. Decode your data manually first instead of having the json module do it for you, wrongly.
Judging by the error code, you have windows-1252 (cp1252) encoded data instead, so the following will work:
result['verb'] = result['verb'].decode('cp1252')
simplejson.dumps(result, ensure_ascii=False).encode('UTF8')
It could also be windows-1250; both 1250 and 1252 encode the Ž character (Unicode codepoint U+017D, LATIN CAPITAL LETTER Z WITH CARON) to hex 8E.
import json
import urllib2
url='http://search.twitter.com/search.json?q=python'
open=urllib2.urlopen(url)
response=open.read().encode('utf8')
data=json.loads(response)
results=data['results']
for result in results:
print result['from_user'] + ': ' + result['text'] + '\n'
gives the error UnicodeEncodeError: 'charmap' codec can't encode characters in position 16-24: character maps to <undefined>.
Anyone have a solution for this?
What you are looking to do is probably to decode and not encode the response.
A very short explanation why is that the http server doesn't know how to send unicode characters, just byte. Hence it uses an encoding like utf-8 to translate these characters into bytes.
When you receive a response from the server you receive this chunk of bytes, and if you want to translate it back into a list of unicode characters (basically a unicode object in python) you have to decode them.
What adds more to the confusion is that the lower spectrum of ascii characters (codepoint < 127) are exactly the same as the lower unicode codepoints when using utf-8. A situation where a unicode codepoint is both encoded the same and fits within the range that can be represented in a single byte for each character.
Hope this is helpful.
My code just scrapes a web page, then converts it to Unicode.
html = urllib.urlopen(link).read()
html.encode("utf8","ignore")
self.response.out.write(html)
But I get a UnicodeDecodeError:
Traceback (most recent call last):
File "/Applications/GoogleAppEngineLauncher.app/Contents/Resources/GoogleAppEngine-default.bundle/Contents/Resources/google_appengine/google/appengine/ext/webapp/__init__.py", line 507, in __call__
handler.get(*groups)
File "/Users/greg/clounce/main.py", line 55, in get
html.encode("utf8","ignore")
UnicodeDecodeError: 'ascii' codec can't decode byte 0xa0 in position 2818: ordinal not in range(128)
I assume that means the HTML contains some wrongly-formed attempt at Unicode somewhere. Can I just drop whatever code bytes are causing the problem instead of getting an error?
>>> u'aあä'.encode('ascii', 'ignore')
'a'
Decode the string you get back, using either the charset in the the appropriate meta tag in the response or in the Content-Type header, then encode.
The method encode(encoding, errors) accepts custom handlers for errors. The default values, besides ignore, are:
>>> u'aあä'.encode('ascii', 'replace')
b'a??'
>>> u'aあä'.encode('ascii', 'xmlcharrefreplace')
b'aあä'
>>> u'aあä'.encode('ascii', 'backslashreplace')
b'a\\u3042\\xe4'
See https://docs.python.org/3/library/stdtypes.html#str.encode
As an extension to Ignacio Vazquez-Abrams' answer
>>> u'aあä'.encode('ascii', 'ignore')
'a'
It is sometimes desirable to remove accents from characters and print the base form. This can be accomplished with
>>> import unicodedata
>>> unicodedata.normalize('NFKD', u'aあä').encode('ascii', 'ignore')
'aa'
You may also want to translate other characters (such as punctuation) to their nearest equivalents, for instance the RIGHT SINGLE QUOTATION MARK unicode character does not get converted to an ascii APOSTROPHE when encoding.
>>> print u'\u2019'
’
>>> unicodedata.name(u'\u2019')
'RIGHT SINGLE QUOTATION MARK'
>>> u'\u2019'.encode('ascii', 'ignore')
''
# Note we get an empty string back
>>> u'\u2019'.replace(u'\u2019', u'\'').encode('ascii', 'ignore')
"'"
Although there are more efficient ways to accomplish this. See this question for more details Where is Python's "best ASCII for this Unicode" database?
2018 Update:
As of February 2018, using compressions like gzip has become quite popular (around 73% of all websites use it, including large sites like Google, YouTube, Yahoo, Wikipedia, Reddit, Stack Overflow and Stack Exchange Network sites).
If you do a simple decode like in the original answer with a gzipped response, you'll get an error like or similar to this:
UnicodeDecodeError: 'utf8' codec can't decode byte 0x8b in position 1: unexpected code byte
In order to decode a gzpipped response you need to add the following modules (in Python 3):
import gzip
import io
Note: In Python 2 you'd use StringIO instead of io
Then you can parse the content out like this:
response = urlopen("https://example.com/gzipped-ressource")
buffer = io.BytesIO(response.read()) # Use StringIO.StringIO(response.read()) in Python 2
gzipped_file = gzip.GzipFile(fileobj=buffer)
decoded = gzipped_file.read()
content = decoded.decode("utf-8") # Replace utf-8 with the source encoding of your requested resource
This code reads the response, and places the bytes in a buffer. The gzip module then reads the buffer using the GZipFile function. After that, the gzipped file can be read into bytes again and decoded to normally readable text in the end.
Original Answer from 2010:
Can we get the actual value used for link?
In addition, we usually encounter this problem here when we are trying to .encode() an already encoded byte string. So you might try to decode it first as in
html = urllib.urlopen(link).read()
unicode_str = html.decode(<source encoding>)
encoded_str = unicode_str.encode("utf8")
As an example:
html = '\xa0'
encoded_str = html.encode("utf8")
Fails with
UnicodeDecodeError: 'ascii' codec can't decode byte 0xa0 in position 0: ordinal not in range(128)
While:
html = '\xa0'
decoded_str = html.decode("windows-1252")
encoded_str = decoded_str.encode("utf8")
Succeeds without error. Do note that "windows-1252" is something I used as an example. I got this from chardet and it had 0.5 confidence that it is right! (well, as given with a 1-character-length string, what do you expect) You should change that to the encoding of the byte string returned from .urlopen().read() to what applies to the content you retrieved.
Another problem I see there is that the .encode() string method returns the modified string and does not modify the source in place. So it's kind of useless to have self.response.out.write(html) as html is not the encoded string from html.encode (if that is what you were originally aiming for).
As Ignacio suggested, check the source webpage for the actual encoding of the returned string from read(). It's either in one of the Meta tags or in the ContentType header in the response. Use that then as the parameter for .decode().
Do note however that it should not be assumed that other developers are responsible enough to make sure the header and/or meta character set declarations match the actual content. (Which is a PITA, yeah, I should know, I was one of those before).
Use unidecode - it even converts weird characters to ascii instantly, and even converts Chinese to phonetic ascii.
$ pip install unidecode
then:
>>> from unidecode import unidecode
>>> unidecode(u'北京')
'Bei Jing'
>>> unidecode(u'Škoda')
'Skoda'
I use this helper function throughout all of my projects. If it can't convert the unicode, it ignores it. This ties into a django library, but with a little research you could bypass it.
from django.utils import encoding
def convert_unicode_to_string(x):
"""
>>> convert_unicode_to_string(u'ni\xf1era')
'niera'
"""
return encoding.smart_str(x, encoding='ascii', errors='ignore')
I no longer get any unicode errors after using this.
For broken consoles like cmd.exe and HTML output you can always use:
my_unicode_string.encode('ascii','xmlcharrefreplace')
This will preserve all the non-ascii chars while making them printable in pure ASCII and in HTML.
WARNING: If you use this in production code to avoid errors then most likely there is something wrong in your code. The only valid use case for this is printing to a non-unicode console or easy conversion to HTML entities in an HTML context.
And finally, if you are on windows and use cmd.exe then you can type chcp 65001 to enable utf-8 output (works with Lucida Console font). You might need to add myUnicodeString.encode('utf8').
You wrote """I assume that means the HTML contains some wrongly-formed attempt at unicode somewhere."""
The HTML is NOT expected to contain any kind of "attempt at unicode", well-formed or not. It must of necessity contain Unicode characters encoded in some encoding, which is usually supplied up front ... look for "charset".
You appear to be assuming that the charset is UTF-8 ... on what grounds? The "\xA0" byte that is shown in your error message indicates that you may have a single-byte charset e.g. cp1252.
If you can't get any sense out of the declaration at the start of the HTML, try using chardet to find out what the likely encoding is.
Why have you tagged your question with "regex"?
Update after you replaced your whole question with a non-question:
html = urllib.urlopen(link).read()
# html refers to a str object. To get unicode, you need to find out
# how it is encoded, and decode it.
html.encode("utf8","ignore")
# problem 1: will fail because html is a str object;
# encode works on unicode objects so Python tries to decode it using
# 'ascii' and fails
# problem 2: even if it worked, the result will be ignored; it doesn't
# update html in situ, it returns a function result.
# problem 3: "ignore" with UTF-n: any valid unicode object
# should be encodable in UTF-n; error implies end of the world,
# don't try to ignore it. Don't just whack in "ignore" willy-nilly,
# put it in only with a comment explaining your very cogent reasons for doing so.
# "ignore" with most other encodings: error implies that you are mistaken
# in your choice of encoding -- same advice as for UTF-n :-)
# "ignore" with decode latin1 aka iso-8859-1: error implies end of the world.
# Irrespective of error or not, you are probably mistaken
# (needing e.g. cp1252 or even cp850 instead) ;-)
If you have a string line, you can use the .encode([encoding], [errors='strict']) method for strings to convert encoding types.
line = 'my big string'
line.encode('ascii', 'ignore')
For more information about handling ASCII and unicode in Python, this is a really useful site: https://docs.python.org/2/howto/unicode.html
I think the answer is there but only in bits and pieces, which makes it difficult to quickly fix the problem such as
UnicodeDecodeError: 'ascii' codec can't decode byte 0xa0 in position 2818: ordinal not in range(128)
Let's take an example, Suppose I have file which has some data in the following form ( containing ascii and non-ascii chars )
1/10/17, 21:36 - Land : Welcome ��
and we want to ignore and preserve only ascii characters.
This code will do:
import unicodedata
fp = open(<FILENAME>)
for line in fp:
rline = line.strip()
rline = unicode(rline, "utf-8")
rline = unicodedata.normalize('NFKD', rline).encode('ascii','ignore')
if len(rline) != 0:
print rline
and type(rline) will give you
>type(rline)
<type 'str'>
unicodestring = '\xa0'
decoded_str = unicodestring.decode("windows-1252")
encoded_str = decoded_str.encode('ascii', 'ignore')
Works for me
You can use the following piece of code as an example to avoid Unicode to ASCII errors:
from anyascii import anyascii
content = "Base Rent for – CC# 2100 Acct# 8410: $41,667.00 – PO – Lines - for Feb to Dec to receive monthly"
content = anyascii(content)
print(content)
Looks like you are using python 2.x.
Python 2.x defaults to ascii and it doesn’t know about Unicode. Hence the exception.
Just paste the below line after shebang, it will work
# -*- coding: utf-8 -*-
I'm dealing with unknown data and trying to insert into a MySQL database using Python/Django. I'm getting some errors that I don't quite understand and am looking for some help. Here is the error.
Incorrect string value: '\xEF\xBF\xBDs m...'
My guess is that the string is not being properly converted to unicode? Here is my code for unicode conversion.
s = unicode(content, "utf-8", errors="replace")
Without the above unicode conversion, the error I get is
'utf8' codec can't decode byte 0x92 in position 31: unexpected code byte. You passed in 'Fabulous home on one of Decatur\x92s most
Any help is appreciated!
What is the original encoding? I'm assuming "cp1252", from pixelbeat's answer. In that case, you can do
>>> orig # Byte string, encoded in cp1252
'Fabulous home on one of Decatur\x92s most'
>>> uni = orig.decode('cp1252')
>>> uni # Unicode string
u'Fabulous home on one of Decatur\u2019s most'
>>> s = uni.encode('utf8')
>>> s # Correct byte string encoded in utf-8
'Fabulous home on one of Decatur\xe2\x80\x99s most'
0x92 is right single curly quote in windows cp1252 encoding.
\xEF\xBF\xBD is the UTF8 encoding of the unicode replacement character
(which was inserted instead of the erroneous cp1252 character).
So it looks like your database is not accepting the valid UTF8 data?
2 options:
1. Perhaps you should be using unicode(content,"cp1252")
2. If you want to insert UTF-8 into the DB, then you'll need to config it appropriately. I'll leave that answer to others more knowledgeable
The "Fabulous..." string doesn't look like utf-8: 0x92 is above 128 and as such should be a continuation of a multi-byte character. However, in that string it appears on its own (apparently representing an apostrophe).