How to interpret Unicode notation in Python? - python-2.7

How to convert formal Unicode notation like 'U+1F600' into something like this: '\U0001F600', which I saw represented as 'Python Src' at websites online?
My end-goal is to use Unicode for emojis in Python(2.x) and I am able to achieve it in this way:
unicode_string = '\U0001F600'
unicode_string.decode('unicode-escape')
I would appreciate if you could mention the different character sets involved in the above problem.

The simplest way to do it is to just treat the notation as a string:
>>> s = 'U+1F600'
>>> s[2:] # chop off the U+
'1F600'
>>> s[2:].rjust(8, '0') # pad it to 8 characters with 0s
'0001F600'
>>> r'\U' + s[2:].rjust(8, '0') # prepend the `\U`
'\\U0001F600'
It might be a bit cleaner to parse the string as hex and then format the resulting number back out:
>>> int(s[2:], 16)
128512
>>> n = int(s[2:], 16)
>>> rf'\U{n:08X}'
'\\U0001F600'
… but I'm not sure it's really any easier to understand that way.
If you need to extract these from a larger string, you probably want a regular expression.
We want to match a literal U+ followed by 1 to 8 hex digits, right? So, that's U\+[0-9a-fA-F]{1,8}. Except we really don't need to include the U+ just to pull it off with [2:], so let's group the rest of it: U\+([0-9a-fA-F]{1,8}).
>>> s = 'Hello U+1F600 world'
>>> re.search(r'U\+([0-9a-fA-F]{1,8})', s)
<_sre.SRE_Match object; span=(6, 13), match='U+1F600'>
>>> re.search(r'U\+([0-9a-fA-F]{1,8})', s).group(1)
'1F600'
Now, we can use re.sub with a function to apply the \U prepending and rjust padding:
>>> re.sub(r'U\+([0-9a-fA-F]{1,8})', lambda match: r'\U' + match.group(1).rjust(8, '0'), s)
'Hello \\U0001F600 world'
That's probably more readable if you define the function out-of-line:
>>> def padunimatch(match):
... return r'\U' + match.group(1).rjust(8, '0')
>>> re.sub(r'U\+([0-9a-fA-F]{1,8})', padunimatch, s)
'Hello \\U0001F600 world'
Or, if you prefer to do it numerically:
>>> def padunimatch(match):
... n = int(match.group(1), 16)
... return rf'\U{n:08X}'
>>> re.sub(r'U\+([0-9a-fA-F]{1,8})', padunimatch, s)
'Hello \\U0001F600 world'
And of course you already know how to do the last part, because it's in your question, right? Well, not quite: you can't call decode on a string, only on a bytes. The simplest way around this is to use the codec directly:
>>> x = 'Hello \\U0001F600 world'
>>> codecs.decode(x, 'unicode_escape')
'Hello 😀 world'
… unless you're using Python 2. In that case, the str type isn't a Unicode string, it's a byte-string, so decode actually works fine. But in Python 2, you'll run into other problems, unless all of your text is pure ASCII (with any non-ASCII characters encoded as U+xxxx sequences).
For example, let's say your input was:
>>> s = 'Hej U+1F600 världen'
In Python 3, that's fine. That s is a Unicode string. Under the covers, my console is sending Python UTF-8-encoded bytes to standard input and expecting to get UTF-8-encoded bytes back from standard output, but that just works like magic. (Well, not quite magic—you can print(sys.stdin.encoding, sys.stdout.encoding) to see that Python knows my console is UTF-8 and uses that to decode and encode on my behalf.)
In Python 2, it's not. If my console is UTF-8, what I've actually done is equivalent to:
>>> s = 'Hej U+1F600 v\xc3\xa4rlden'
… and if I try to decode that as unicode-escape, Python 2 will treat those \xc3 and \xa4 bytes as Latin-1 bytes, rather than UTF-8:
>>> s = 'Hej \U0001F600 v\xc3\xa4rlden'
… so what you end up with is:
>>> s.decode('unicode_escape')
u'Hej \U0001f600 v\xc3\xa4rlden'
>>> print(s.decode('unicode_escape'))
Hej 😀 världen
But what if you try to decode it as UTF-8 first, and then decode that as unicode_escape?
>>> s.decode('utf-8')
u'Hej \\U0001F600 v\xe4rlden'
>>> print(s.decode('utf-8'))
Hej \U0001F600 världen
>>> s.decode('utf-8').decode('unicode-escape')
UnicodeEncodeError: 'ascii' codec can't encode character u'\xe4' in position 16: ordinal not in range(128)
Unlike Python 3, which just won't let you call decode on a Unicode string, Python 2 lets you do it—but it handles it by trying to encode to ASCII first, so it has something to decode, and that obviously fails here.
And you can't just use the codec directly, the way you can in Python 3:
>>> codecs.decode(s.decode('utf-8'), 'unicode_escape')
UnicodeEncodeError: 'ascii' codec can't encode character u'\xe4' in position 16: ordinal not in range(128)
You could decode the UTF-8, then unicode-escape the result, then un-unicode-escape everything, but even that isn't quite right:
>>> print(s.decode('utf-8').encode('unicode_escape').decode('unicode_escape'))
Hej \U0001F600 världen
Why? Because unicode-escape, while fixing our existing Unicode character, also escaped our backslash!
If you know you definitely have no \U escapes in the original source that you didn't want parsed, there's a quick fix for this: just replace the escaped backslash:
>>> print(s.decode('utf-8').encode('unicode_escape').replace(r'\\U', r'\U').decode('unicode_escape'))
Hej 😀 världen
If this all seems like a huge pain… well, yeah, that's why Python 3 exists, because dealing with Unicode properly in Python 2 (and notice that I didn't even really deal with it properly…) is a huge pain.

Related

Matching Windows-1251 encoding character set in RegEx

I need to create a regular expression, that would match only the characters NOT in the windows-1251 encoding character set, to detect if there are any characters in a given piece of text that would violate the encoding. I tried to do it through the [^\u0000-\u044F]+ expression, however it is also matching some characters that are actually in line with the encoding.
Appreciate any help on the issue
No language specified, but in Python no need for a regex with sets. Create a set of all Unicode code points that are members of Windows-1251 and subtract it from the set of the text. Note that only byte 98h is not used in Windows-1251 encoding:
>>> # Create the set of characters in code page 1251
>>> cp1251 = set(bytes(range(256)).decode('cp1251',errors='ignore'))
>>> set('This is a test \x98 马') - cp1251
{'\x98', '马'}
As a regular expression:
>>> import re
>>> text = ''.join(cp1251) # string of all Windows-1251 codepoints from previous set
>>> text
'\x00\x01\x02\x03\x04\x05\x06\x07\x08\t\n\x0b\x0c\r\x0e\x0f\x10\x11\x12\x13\x14\x15\x16\x17\x18\x19\x1a\x1b\x1c\x1d\x1e\x1f !"#$%&\'()*+,-./0123456789:;<=>?#ABCDEFGHIJKLMNOPQRSTUVWXYZ[\\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\xa0¤¦§©«¬\xad®°±µ¶·»ЁЂЃЄЅІЇЈЉЊЋЌЎЏАБВГДЕЖЗИЙКЛМНОПРСТУФХЦЧШЩЪЫЬЭЮЯабвгдежзийклмнопрстуфхцчшщъыьэюяёђѓєѕіїјљњћќўџҐґ–—‘’‚“”„†‡•…‰‹›€№™'
>>> not_cp1251 = re.compile(r'[^\x00-\x7f\xa0\xa4\xa6\xa7\xa9\xab-\xae\xb0\xb1\xb5-\xb7\xbb\u0401-\u040c\u040e-\u044f\u0451-\u045c\u045e\u045f\u0490\u0491\u2013\u2014\u2018-\u201a\u201c-\u201e\u2020-\u2022\u2026\u2030\u2039\u203a\u20ac\u2116\u2122]')
>>> not_cp1251.findall(text) # all cp1251 text finds no outliers
[]
>>> not_cp1251.findall(text+'\x98') # adding known outlier
['\x98']
>>> not_cp1251.findall('马克'+text+'\x98') # adding other outliers
['马', '克', '\x98']

Convert single Unicode character to ASCII character

I got a unicode e.g. "00C4" saved in an array. I want to replace a placeholder e.g. "\A25" in a text with the ascii value of an unicode from the array which only has the unicode value. I tried everything from encoding, decoding, raw strings, unicode strings and different setups with the escape symbol "\". The issue here is that i can not write the clear '\u1234' in the code, I have to use the array values and combine it with something like '\u'. This is my current code:
e.g. prototypeArray[i][1] = 00C4
e.g. prototypeArray[i][0] = A25
unicodeChar = u'\\u' + prototypeArray[i][1]
placeholder = '\\' + prototypeArray[i][0]
placeholder = u'' + placeholder
text = text.replace(placeholder,s)
Currently it is only replacing e.g. \A25 with \u00C4 in the text. The unicode character is not interpreted as such.
UTF-8 specific interpretation:
I assume you have the unicode point represented in hexadecimal in UTF-8 stored as a string in a variable (c). And you want to determine the corresponding character. Then the following code snippet shows how to do it:
>>> import binascii
>>> cp2chr = lambda c: binascii.unhexlify(c.zfill(len(c) + (len(c) & 1))).decode('utf-8')
>>> cp2chr('C484')
'Ą'
Explanation: zfill prepends a zero if the number of characters is odd. binascii.unhexlify basically takes two characters each, interprets them as hexadecimal numbers and make them one byte. All those bytes are merged to a bytes array. Finally str.decode('utf-8') interprets those bytes as UTF-8 encoded data and returns it as string.
>>> cp2chr('00C4')
Traceback (most recent call last):
File "<stdin>", line 1, in <module>
File "<stdin>", line 1, in <lambda>
UnicodeDecodeError: 'utf-8' codec can't decode byte 0xc4 in position 1: unexpected end of data
Your provided example, however, is not valid UTF-8 data. See Wikipedia's UTF-8 byte structure table to identify valid byte sequences. C4 has bit structure 11000100, is therefore a continuation byte and requires another character afterwards.
Encoding independent interpretation:
So you might be looking for interpretation of unicode points independent of the encoding. Then you are looking for the raw_unicode_escape encoding:
>>> cp2chr = lambda c: (b'\\u' + c.encode('ascii')).decode('raw_unicode_escape')
>>> cp2chr('00C4')
'Ä'
Explanation: raw_unicode_escape convert the unicode escape sequences given in a byte string and returns it as string: b'\\u00C4'.decode('raw_unicode_escape') gives Ä. This is what python does internally if you write \uSOMETHING in your source code.

Remove '\x' from string in a text file in Python

This is my first time posting on Stack. I would really appreciate if someone could assist me with this.
I’m trying to remove Unicode characters (\x3a in my case) from a text file containing the following:
10\x3a00\x3a00
The final output is supposed to be:
100000
Basically, we are being instructed to delete all traces of \xXX where X can be any of the following: 0123456789ABCDEF. I tried using regular expressions as follows to delete any \xXX.
Re.sub(‘\\\x[a-fA-F0-9]{2}’,””, a)
Where “a” is a line of a text file.
When I try that, I get an error saying “invalid \x escape”.
I’ve been struggling with this for hours. What’s wrong with my regular expression?
The character "\x3a" is not a multi-byte Unicode character. It is the ASCII character ":". Once you have specified the string "\x3a", it is stored internally as the character ":". Python isn't seeing any "\" action happening. So you can't strip out "\x3a" as a multi-byte Unicode because Python is only seeing single byte ASCII character ":".
$ python
>>> '\x3a' == ':'
True
>>> "10\x3a00\x3a00" == "10:00:00"
True
Check out the description section of the Wikipedia article on UTF-8. See that characters in the range U+0000-U+007F are encoded as a single ASCII character.
If you want to strip non-ASCII characters then do following:
>>> print u'R\xe9n\xe9'
Réné
>>> ''.join([x for x in u'R\xe9n\xe9' if ord(x) < 127])
u'Rn'
>>> ''.join([x for x in 'Réné' if ord(x) < 127])
'Rn'
If you want to retain European characters but discard Unicode characters with higher code points, then change the 127 in ord(x) < 127 to some higher value.
The post replace 3 byte unicode, has another approach. You can also strip out code point ranges with:
>>> str = u'[\uE000-\uFFFF]'
>>> len(str)
5
>>> import re
>>> pattern = re.compile(u'[\uE000-\uFFFF]', re.UNICODE)
>>> pattern.sub('?', u'ab\uFFFDcd')
u'ab?cd'
Notice that working with \u may be easier than working with \x for specifying characters.
On the other hand, you could have the string "\\x3a" which you could strip out. Of course, that string isn't actually a multi-byte Unicode character but rather 4 ASCII characters.
$ python
>>> print '\\x3a'
\x3a
>>> '\\x3a' == ':'
False
>>> '\\x3a' == '\\' + 'x3a'
True
>>> (len('\x3a'), len('\\x3a'))
(1, 4)
You can also strip out the ASCII character ":":
>>> "10:00:00".replace(":", "")
'100000'
>>> "10\x3a00\x3a00".replace(":", "")
'100000'
>>> "10\x3a00\x3a00".replace("\x3a", "")
'100000'
try this
import re
tagRe = re.compile(r'\\x.*?(2)')
normalText = tagRe.sub('', myText)
change myText with your string

Python: ascii codec can't encode en-dash

I'm trying to print a poem from the Poetry Foundation's daily poem RSS feed with a thermal printer that supports an encoding of CP437. This means I need to translate some characters; in this case an en-dash to a hyphen. But python won't even encode the en dash to begin with. When I try to decode the string and replace the en-dash with a hyphen I get the following error:
Traceback (most recent call last):
File "pftest.py", line 46, in <module>
str = str.decode('utf-8')
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'\u2013' in position 140: ordinal not in range(128)
And here is my code:
#!/usr/bin/python
#-*- coding: utf-8 -*-
# This string is actually a variable entitled d['entries'][1].summary_detail.value
str = """Love brought by night a vision to my bed,
One that still wore the vesture of a child
But eighteen years of age – who sweetly smiled"""
str = str.decode('utf-8')
str = str.replace("\u2013", "-") #en dash
str = str.replace("\u2014", "--") #em dash
print (str)
I can actually print the output using the following code without errors in my terminal window (Mac), but my printer spits out sets of 3 CP437 characters:
str = u''.str.encode('utf-8')
I'm using Sublime Text as my editor, and I've saved the page with UTF-8 encoding, but I'm not sure that will help things. I would greatly appreciate any help with this code. Thank you!
I don't fully understand what's happening in your code, but I've also been trying to replace en-dashes with hyphens in a string I got from the Web, and here's what's working for me. My code is just this:
txt = re.sub(u"\u2013", "-", txt)
I'm using Python 2.7 and Sublime Text 2, but I don't bother setting -*- coding: utf-8 -*- in my script, as I'm trying not to introduce any new encoding issues. (Even though my variables may contain Unicode I like to keep my code pure ASCII.) Do you need to include Unicode in your .py file, or was that just to help with debugging?
I'll note that my txt variable is already a unicode string, i.e.
print type(txt)
produces
<type 'unicode'>
I'd be curious to know what type(str) would produce in your case.
One thing I noticed in your code is
str = str.replace("\u2013", "-") #en dash
Are you sure that does anything? My understanding is that \u only means "unicode character' inside a u"" string, and what you've created there is a string with 5 characters, a "u", a "2", a "0", etc. (The first character is because you can escape any character and if there's no special meaning, like in the case of '\n' or '\t', it just ignores the backslash.)
Also, the fact that you get 3 CP437 characters from your printer makes me suspect that you still have an en-dash in your string. The UTF-8 encoding of an en-dash is 3 bytes: 0xe2 0x80 0x93. When you call str.encode('utf-8') on a unicode string that contains an en-dash you get those three bytes in the returned string. I'm guessing that your terminal knows how to interpret that as an en-dash and that's what you're seeing.
If you can't get my first method to work, I'll mention that I also had success with this:
txt = txt.encode('utf-8')
txt = re.sub("\xe2\x80\x93", "-", txt)
Maybe that re.sub() would work for you if you put it after your call to encode(). And in that case you might not even need that call to decode() at all. I'll confess that I really don't understand why it's there.

Python hex variable assignment

I'm using a variable to store data that gets sent by a socket. When I assign it in my program it works but when I read it from a file it is treated as a string.
Example:
data = '\x31\x32\x33'
print data
Outputs
123 # <--- this is the result I want when I read from a file to assign data
f = open('datafile') <--- datafile contains \x31\x32\x33 on one line
data = f.readline()
print data
Outputs
\x31\x32\x33 # <--- wanted it to print 123, not \x31\x32\x33.
In Python the string '\x31\x32\x33' is actually only three characters '\x31' is the character with ordinal 0x31 (49), so '\x31' is equivalent to '1'. It sounds like your file actually contains the 12 characters \x31\x32\x33, which is equivalent to the Python string '\\x31\\x32\\x33', where the escaped backslashes represent a single backslash character (this can also be represented with the raw string literal r'\x31\x32\x33').
If you really are sure that this data should be '123', then you need to look at how that file is being written. If that is something you can control then you should address it there so that you don't end up with data consisting of several bytes representing hex escapes.
It is also possible that whatever is writing this data is already using some data-interchange format (similar to JSON), in which case you don't need to change how it is written, you just need to use a decoder for that data-interchange format (like json.loads(), but this isn't JSON).
If somehow neither of the above are really what you want, and you just want to figure out how to convert a string like r'\x31\x32\x33' to '123' in Python, here is how you can do that:
>>> r'\x31\x32\x33'.decode('string_escape')
'123'
Or in Python 3.x:
>>> br'\x31\x32\x33'.decode('unicode_escape')
'123'
edit: Based on comments it looks like you are actually getting hex strings like '313233', to convert a string like that to '123' you can decode using hex:
>>> '313233'.decode('hex')
'123'
Or on Python 3.x:
>>> bytes.fromhex('313233').decode('utf-8')
'123'
I might have violated many programming standards here, but the following code works for the given situation
with open('datafile') as f:
data=f.read()
data=data.lstrip('\\x') #strips the leftmost '\x' so that now string 'data' contains numbers saperated by '\x'
data=data.strip().split('\\x') #now data contains list of numbers
s=''
for d in data:
s+=chr(int(d,16)) #this converts hex ascii values to respective characters and concatenate to 's'
print s
As stated you are doing post processing, it would be easier to handle if the text was "313233"
you would then be able to use
data = "313233"
print data.decode("hex") # this will print '123'
As stated in comments this is for python 2.7, and is deprecated in 3.3. However unless this question is mis-tagged, this will work.
Yes, when you do a conversion from a string to an int, you can specify the base of the numbers in the string:
>>> print int("31", 16)
49
>>> chr(49)
'1'
So you should be able to just parse the hex values out of your file and individually convert them to chars.