I need need to scrape text data from sites using languages other than English (mostly Eastern European langs), using Scrapy. When Scrapy finishes, it needs to convert scraped data to JSON for further use.
The thing is, if I just scrape the text like this:
i['title'] = response.xpath('//home/title//text()').extract_first()
without encoding it, Scrapy throws something like this:
UnicodeEncodeError: 'charmap' codec can't encode character '\u0107' in position 103: character maps to <undefined>
On the other hand, if I do encode it, and try to process that with json.dumps(), I get a TypeError, since json can't serialize bytes. I've seen this explanation (How to encode bytes in JSON? json.dumps() throwing a TypeError), but its of little use, since I need to use utf-8 or utf-16, and not ascii.
Any idea how to solve this?
have you taken a look at the response headers? What encoding does it tell you? I can imagine that it tells you another encoding than it actually is.
Pythons decoding function has a parameter error ('strict', 'replace', 'ignore') which you can use to debug and find the problem'
Sorry this more a comment than an answer but i cant comment yet (too less rep)
Related
I have a program that parses webpages and then writes the data out somewhere else. When I am writing the data, I get
"UnicodeEncodeError: 'ascii' codec can't encode characters in position
19-21: ordinal not in range(128)"
I am gathering the data using lxml.
name = apiTree.xpath("//boardgames/boardgame/name[#primary='true']")[0].text
worksheet.goog["Name"].append(name)
Upon reading, http://effbot.org/pyfaq/what-does-unicodeerror-ascii-decoding-encoding-error-ordinal-not-in-range-128-mean.htm, it suggests I record all of my variables in unicode. This means I need to know what encoding the site is using.
My final line that actually writes the data out somewhere is:
wks.update_cell(row + 1, worksheet.goog[value + "_col"], (str(worksheet.goog[value][row])).encode('ascii', 'ignore'))
How would I incorporate using unicode assuming the encoding is UTF-8 on the way in and I want it to be ASCII on the way out?
You error is because of:
str(worksheet.goog[value][row])
Calling str you are trying to encode the ascii, what you should be doing is encoding to utf-8:
worksheet.goog[value][row].encode("utf-8")
As far as How would I incorporate using unicode assuming the encoding is UTF-8 on the way in and I want it to be ASCII on the way out? goes, you can't there is no ascii latin ă etc... unless you want to get the the closest ascii equivalent using something like Unidecode.
I think I may have figured my own problem out.
apiTree.xpath("//boardgames/boardgame/name[#primary='true']")[0].text
Actually defaults to unicode. So what I did was change this line to:
name = (apiTree.xpath("//boardgames/boardgame/name[#primary='true']")[0].text).encode('ascii', errors='ignore')
And I just output without changing anything:
wks.update_cell(row + 1, worksheet.goog[value + "_col"], worksheet.goog[value][row])
Due to the nature of the data, ASCII only is mostly fine. Although, I may be able to use UTF-8 and catch some extra characters...but this is not relevant to the question.
:)
I was looking for conversion of an HTML table to CSV format, and came across the following, which looked promising (as I am also trying to learn Python)
https://stackoverflow.com/a/16697784/838253
Unfortunately, it doesn't work on my samples, and I encounter error
UnicodeEncodeError: 'ascii' codec can't encode character u'\xa0' in position 753: ordinal not in range(128)
This seems to be the result of BeautifulSoup stripped_strings conversion of nonbreaking spaces into u'\xa0'
This looks like perfectly normal Unicode (although converting multiple into a single `u'\xa0' seems a bit off)
The error seems to come from the csv module.
Why can't this handle standard Unicode, and what is the best way of handling this?
In Python 2.7, the csv module doesn't support unicode, see the note at the beginning of the documentation.
You can use UnicodeWriter from the examples to write csv data with Unicode.
I built a django site last year that utilises both a dashboard and an API for a client.
They are, on occasion, putting unicode information (usually via a Microsoft keyboard and a single quote character!) into the database.
It's fine to change this one instance for everything, but what I constantly get is something like this error when a new character is added that I haven't "converted":
UnicodeDecodeError at /xx/xxxxx/api/xxx.json
'ascii' codec can't decode byte 0xeb in position 0: ordinal not in range(128)
The issue is actually that I need to be able to convert this unicode (from the model) into HTML.
# if a char breaks the system, replace it here (duplicate line)
text = unicode(str(text).replace('\xa3', '£'))
I duplicate this line here, but it just breaks otherwise.
Tearing my hair out because I know this is straight forward and I'm doing something remarkably silly somewhere.
Have searched elsewhere and realised that while my issue is not new, I can't find the answer elsewhere.
I assume that text is unicode (which seems a safe assumption, as \xa3 is the unicode for the £ character).
I'm not sure why you need to encode it at all, seeing as the text will be converted to utf-8 on output in the template, and all browsers are perfectly capable of displaying that. There is likely another point further down the line where something (probably your code, unfortunately) is assuming ASCII, and the implicit conversion is breaking things.
In that case, you could just do this:
text = text.encode('ascii', 'xmlcharrefreplace')
which converts the non-ASCII characters into HTML/XML entities like £.
Tell the JSON-decoder that it shall decode the json-file as unicode. When using the json module directly, this can be done using this code:
json.JSONDecoder(encoding='utf8').decode(
json.JSONEncoder(encoding='utf8').encode('blä'))
If the JSON decoding takes place via some other modules (django, ...) maybe you can pass the information through this other module into the json stuff.
I am using the Amazon MWS API to get the sales report for my store and then save that report in a table in the database. Unfortunately I am getting an encoding error when I try to encode the information as Unicode. After looking through the report (exactly as amazon sent it) I saw this string which is the location of the buyer:
'S�o Paulo'
so I tried to encode it like so:
encodeme = 'S�o Paulo'
encodeme.encode('utf-8)
but got the following error
UnicodeDecodeError: 'ascii' codec can't decode byte 0xef in position 1: ordinal not in range(128)
The whole reason why I am trying to encode it is because as soon as Django sees the � character it throws a warning and cuts off the string, meaning that the location is saved as S instead of
São Paulo
Any help is appreciated.
It looks like you are having some kind of encoding problem.
First, you should be very certain what encoding Amazon is using in the report body they send you. Is it UTF-8? Is it ISO 8859-1? Something else?
Unfortunately the Amazon MWS Reports API documentation, especially their API Reference, is not very forthcoming about what encoding they use. They only encoding I see them mention is UTF-8, so that should be your first guess. The GetReport API documentation (p.36-37) describes the response element Report as being type xs:string, but I don't see where they define that data type. Maybe they mean XML Schema's string datatype.
So, I suggest you save the byte sequence you are receiving as your report body from Amazon in a file, with zero transformations. Be aware that your code which calls AWS might be modifying the report body string inadvertently. Examine the non-ASCII bytes in that file with a binary editor. Is the "São" of "São" stored as S\xC3\xA3o, indicating UTF-8 encoding? Or is it stored as S\xE3o, indicating ISO 8859-1 encoding?
I'm guessing that you receive your report as a flat file. The Amazon AWS documentation says that you can request reports be delivered to you as XML. This would have the advantage of giving you a reply with an explicit encoding declaration.
Once you know the encoding of the report body, you now need to handle it properly. You imply that you are using the Django framework and Python language code to receive the report from Amazon AWS.
One thing to get very clear (as Skirmantas also explains):
Unicode strings hold characters. Byte strings hold bytes (octets).
Encoding converts a Unicode string into a byte string.
Decoding converts a byte string into a Unicode string.
The string you get from Amazon AWS is a byte string. You need to decode it to get a Unicode string. But your code fragment, encodeme = 'São Paulo', gives you a byte string. encodeme.encode('utf-8) performs an encode() on the byte string, which isn't what you want. (The missing closing quote on 'utf-8 doesn't help.)
Try this example code:
>>> reportbody = 'S\xc3\xa3o Paulo' # UTF-8 encoded byte string
>>> reportbody.decode('utf-8') # returns a Unicode string, u'...'
u'S\xe3o Paulo'
You might find some background reading helpful. I agree with Hoxieboy that you should take the time to read Python's Unicode HOWTO. Also check out the top answers to What do I need to know about Unicode?.
I think you have to decode it using a correct encoding rather than encode it to utf-8. Try
s = s.decode('utf-8')
However you need to know which encoding to use. Input can come in other encodings that utf-8.
The error which you received UnicodeDecodeError means that your object is not unicode, it is a bytestring. When you do bytestring.encode, the string firstly is decoded into unicode object with default encoding (ascii) and only then it is encoded with utf-8.
I'll try to explain the difference of unicode string and utf-8 bytestring in python.
unicode is a python's datatype which represents a unicode string. You use unicode for most of string operations in your program. Python probably uses utf-8 in its internals though it could also be utf-16 and this doesn't matter for you.
bytestring is a binary safe string. It can be of any encoding. When you receive data, for example you open a file, you get a bytestring and in most cases you will want to decode it to unicode. When you write to file you have to encode unicode objects into bytestrings. Sometimes decoding/encoding is done for you by a framework or library. Not always however framework can do this because not always framework can known which encoding to use.
utf-8 is an encoding which can correctly represent any unicode string as a bytestring. However you can't decode any kind of bytestring with utf-8 into unicode. You need to know what encoding is used in the bytestring to decode it.
Official Python unicode documentation
You might try that webpage if you haven't already and see if you can get the answer you're looking for ;)
I'm using a Django app to export a string to a CSV file. The string is a message that was submitted through a front end form. However, I've been getting this error when a unicode single quote is provided in the input.
UnicodeEncodeError: 'ascii' codec can't encode character u'\u2019'
in position 200: ordinal not in range(128)
I've been trying to convert the unicode to ascii using the code below, but still get a similar error.
UnicodeEncodeError: 'ascii' codec can't encode characters in
position 0-9: ordinal not in range(128)
I've sifted through dozens of websites and learned a lot about unicode, however, I'm still not able to convert this unicode to ascii. I don't care if the algorithm removes the unicode characters. The commented lines indicate some various options I've tried, but the error persists.
import csv
import unicodedata
...
#message = unicode( unicodedata.normalize(
# 'NFKD',contact.message).encode('ascii','ignore'))
#dmessage = (contact.message).encode('utf-8','ignore')
#dmessage = contact.message.decode("utf-8")
#dmessage = "%s" % dmessage
dmessage = contact.message
csv_writer.writerow([
dmessage,
])
Does anyone have any advice in removing unicode characters to I can export them to CSV? This seemingly easy problem has kept my head spinning. Any help is much appreciated.
Thanks,
Joe
You can't encode the Unicode character u'\u2019' (U+2019 Right Single Quotation Mark) into ASCII, because ASCII doesn't have that character in it. ASCII is only the basic Latin alphabet, digits and punctuation; you don't get any accented letters or ‘smart quotes’ like this character.
So you will have to choose another encoding. Now normally the sensible thing to do would be to export to UTF-8, which can hold any Unicode character. Unfortunately for you if your target users are using Office (and they probably are), they're not going to be able to read UTF-8-encoded characters in CSV. Instead Excel will read the files using the system default code page for that machine (also misleadingly known as the ‘ANSI’ code page), and end up with mojibake like ’ instead of ’.
So that means you have to guess the user's system default code page if you want the characters to show up correctly. For Western users, that will be code page 1252. Users with non-Western Windows installs will see the wrong characters, but there's nothing you can do about that (other than organise a letter-writing campaign to Microsoft to just drop the stupid nonsense with ANSI already and use UTF-8 like everyone else).
Code page 1252 can contain U+2019 (’), but obviously there are many more characters it can't represent. To avoid getting UnicodeEncodeError for those characters you can use the ignore argument (or replace to replace them with question marks).
dmessage= contact.message.encode('cp1252', 'ignore')
alternatively, to give up and remove all non-ASCII characters, so that everyone gets an equally bad experience regardless of locale:
dmessage= contact.message.encode('ascii', 'ignore')
Encoding is a pain, but if you're working in django have you tried smart_unicode(str) from django.utils.encoding? I find that usually does the trick.
The only other option I've found is to use the built-in python encode() and decode() for strings, but you have to specify the encoding for those and honestly, it's a pain.
[caveat: I'm not a djangoist; django may have a better solution].
General non-django-specific answer:
If you have a smallish number of known non-ASCII characters and there are user-acceptable ASCII equivalents for them, you can set up a translation table and use the unicode.translate method:
smashcii = {
0x2019 : u"'",
# etc
#
smashed = input_string.translate(smashcii)