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How can I slice a substring from a unicode string with Python?

I have a unicode string as a result : u'splunk>\xae\uf001'
How can I get the substring 'uf001'
as a simple string in python?

The characters uf001 are not actually present in the string, so you can't just slice them off. You can do
repr(s)[-6:-1]
or
'u' + hex(ord(s[-1]))[2:]

Since you want the actual string (as seen from comments) , just get the last character [-1] index , Example -
>>> a = u'splunk>\xae\uf001'
>>> print(a)
splunk>®ï€
>>> a[-1]
'\uf001'
>>> print(a[-1])
ï€
If you want the unicode representation (\uf001) , then take repr(a[-1]) , Example -
>>> repr(a[-1])
"'\\uf001'"
\uf001 is a single unicode character (not multiple strings) , so you can directly get that character as above.
You see \uf001 because you are checking the results of repr() on the string, if you print it, or use it somewhere else (like for files, etc) it will be the correct \uf001 character.

u'' it is how a Unicode string is represented in Python source code. REPL uses this representation by default to display unicode objects:
>>> u'splunk>\xae\uf001'
u'splunk>\xae\uf001'
>>> print(u'splunk>\xae\uf001')
splunk>®
>>> print(u'splunk>\xae\uf001'[-1])

If your terminal is not configured to display Unicode or if you are on a narrow build (e.g., it is likely for Python 2 on Windows) then the result may be different.
Unicode string is an immutable sequence of Unicode codepoints in Python. len(u'\uf001') == 1: it does not contain uf001 (5 characters) in it. You could write it as u'' (it is necessary to declare the character encoding of your source file on Python 2 if you use non-ascii characters):
>>> u'\uf001' == u''
True
It is just a different way to represent exactly the same Unicode character (a single codepoint in this case).
Note: some user-perceived characters may span several Unicode codepoints e.g.:
>>> import unicodedata
>>> unicodedata.normalize('NFKD', u'ё')
u'\u0435\u0308'
>>> print(unicodedata.normalize('NFKD', u'ё'))
ё

Decode unicode string in python

I'd like to decode the following string:
t\u028c\u02c8m\u0251\u0279o\u028a\u032f
It should be the IPA of 'tomorrow' as given in a JSON string from http://rhymebrain.com/talk?function=getWordInfo&word=tomorrow
My understanding is that it should be something like:
x = 't\u028c\u02c8m\u0251\u0279o\u028a\u032f'
print x.decode()
I have tried the solutions from here , here , here, and here (and several other that more or less apply), and several permutations of its parts, but I can't get it to work.
Thank you

You need a u before your string (in Python 2.x, which you appear to be using) to indicate that this is a unicode string:
>>> x = u't\u028c\u02c8m\u0251\u0279o\u028a\u032f' # note the u
>>> print x
tʌˈmɑɹoʊ̯
If you have already stored the string in a variable, you can use the following constructor to convert the string into unicode:
>>> s = 't\u028c\u02c8m\u0251\u0279o\u028a\u032f' # your string has a unicode-escape encoding but is not unicode
>>> x = unicode(s, encoding='unicode-escape')
>>> print x
tʌˈmɑɹoʊ̯
>>> x
u't\u028c\u02c8m\u0251\u0279o\u028a\u032f' # a unicode string

Process decimal escape in string

I have a file of strings one per line in which non-ascii characters have been escaped with decimal code points. One example line is:
mj\\195\\164ger
(The double backslashes are in the file exactly as printed)
I would like to process this string to produce
mjäger
. Conventionally, python uses hexadecimal escapes rather than decimal escapes (e.g., the above string would be written as mj\xc3\xa4ger, which python can decode:
>>> by=b'mj\xc3\xa4ger'
>>> by.decode('utf-8')
'mjäger'
Python, however, doesn't recognize the decimal escape right away.
I have written a method that correctly manipulates the strings to produce hexadecimal escapes, but these escapes are themselves escaped. How can I get python to process these hexadecimal escapes to create the final string?
import re
hexconst=["0","1","2","3","4","5","6","7","8","9","a","b","c","d","e","f"]
escapes=re.compile(r"\\[0-9]{3}")
def dec2hex(matchobj):
dec=matchobj.group(0)
dec=int(dec[1:])
digit1=dec//16 #integer division
digit2=dec%16
hex="\\x" + hexconst[digit1] + hexconst[digit2]
return hex
line=r'mj\195\164ger'
print(escapes.sub(dec2hex,line)) #Outputs mj\xc3\xa4ger
What is the final step I'm missing to convert the output of the above from mj\xc3\xa4ger to mjäger? Thanks!

It's much easier. re.sub() can take a callback function instead of a replacement string as an argument:
>>> import re
>>> line=r'mj\195\164ger'
>>> def replace(match):
... return chr(int(match.group(1)))
>>> regex = re.compile(r"\\(\d{1,3})")
>>> new = regex.sub(replace, line)
>>> new
'mj\xc3\xa4ger'
>>> print new
mjäger
In Python 3, strings are Unicode strings, so if you're working with encoded input (like UTF-8 encoded content), then you need to use the proper type which is bytes:
>>> line = rb'mj\195\164ger'
>>> regex = re.compile(rb"\\(\d{1,3})")
>>> def replace(match):
... return int(match.group(1)).to_bytes(1, byteorder="big")
>>> new = regex.sub(replace, line)
>>> new
b'mj\xc3\xa4ger'
>>> print(new.decode("utf-8"))
mjäger

Python issue with incorrectly formated strings that contains \x

At some point our python script receives string like that:
In [1]: ab = 'asd\xeffe\ctive'
In [2]: print ab
asd�fe\ctve \ \\ \\\k\\\
Data is damaged we need escape \x to be properly interpreted as \x but \c has not special meaning in string thus must be intact.
So far the closest solution I found is do something like:
In [1]: ab = 'asd\xeffe\ctve \\ \\\\ \\\\\\k\\\\\\'
In [2]: print ab.encode('string-escape').replace('\\\\', '\\').replace("\\'", "'")
asd\xeffe\ctve \ \\ \\\k\\\
Output taken from IPython, I assumed that ab is a string not unicode string (in the later case we would have to do something like that:
def escape_string(s):
if isinstance(s, str):
s = s.encode('string-escape').replace('\\\\', '\\').replace("\\'", "'")
elif isinstance(s, unicode):
s = s.encode('unicode-escape').replace('\\\\', '\\').replace("\\'", "'")
return s

\xhh is an escape character and \x is seen as the start of this escape.

'\\' is the same as '\x5c'. It is just two different ways to write the backslash character as a Python string literal.
These literal strings: r'\c', '\\c', '\x5cc', '\x5c\x63' are identical str objects in memory.
'\xef' is a single byte (239 as an integer), but r'\xef' (same as '\\xef') is a 4-byte string: '\x5c\x78\x65\x66'.
If s[0] returns '\xef' then it is what s object actually contains. If it is wrong then fix the source of the data.
Note: string-escape also escapes \n and the like:
>>> print u'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''.encode('unicode-escape')
\xef\\c\\\u2603"'\u2603\u2603"'\n\xa0
>>> print b'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''.encode('string-escape')
\xef\\c\\\\N{SNOWMAN}"\'\xe2\x98\x83\\u2603"\'\n\xa0
backslashreplace is used only on characters that cause UnicodeEncodeError:
>>> print u'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''
ï\c\☃"'☃☃"'
>>> print b'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''
�\c\\N{SNOWMAN}"'☃\u2603"'
�
>>> print u'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''.encode('ascii', 'backslashreplace')
\xef\c\\u2603"'\u2603\u2603"'
\xa0
>>> print b'''\xef\c\\\N{SNOWMAN}"'\
... ☃\u2603\"\'\n\xa0'''.decode('latin1').encode('ascii', 'backslashreplace')
\xef\c\\N{SNOWMAN}"'\xe2\x98\x83\u2603"'
\xa0

Backslashes introduce "escape sequences". \x specifically allows you to specify a byte, which is given as two hexadecimal digits after the x. ef are two hexadecimal digits, hence you get no error. Double the backslash to escape it, or use a raw string r"\xeffective".
Edit: While the Python console may show you '\\', this is precisely what you expect. You just say you expect something else because you confuse the string and its representation. It's a string containing a single backslash. If you were to output it with print, you'd see a single backslash.
But the string literal '\' is ill-formed (not closed because \' is an apostrophe, not a backslash and end-of-string-literal), so repr, which formats the results at the interactive shell, does not produce it. Instead it produces a string literal which you could paste into Python source code and get the same string object. For example, len('\\') == 1.

The \x escape sequence signifies a Unicode character in the string, and ef is being interpreted as the hex code. You can sanitize the string by adding an additional \, or else make it a raw string (r'\xeffective').
>>> r'\xeffective'[0]
'\\'
EDIT: You could convert an existing string using the following hack:
>>> a = '\xeffective'
>>> b = repr(a).strip("'")
>>> b
'\\xeffective'

Bytes in a unicode Python string

In Python 2, Unicode strings may contain both unicode and bytes:
a = u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba'
I understand that this is absolutely not something one should write in his own code, but this is a string that I have to deal with.
The bytes in the string above are UTF-8 for ек (Unicode \u0435\u043a).
My objective is to get a unicode string containing everything in Unicode, which is to say Русский ек (\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \u0435\u043a).
Encoding it to UTF-8 yields
>>> a.encode('utf-8')
'\xd0\xa0\xd1\x83\xd1\x81\xd1\x81\xd0\xba\xd0\xb8\xd0\xb9 \xc3\x90\xc2\xb5\xc3\x90\xc2\xba'
Which then decoded from UTF-8 gives the initial string with bytes in them, which is not good:
>>> a.encode('utf-8').decode('utf-8')
u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba'
I found a hacky way to solve the problem, however:
>>> repr(a)
"u'\\u0420\\u0443\\u0441\\u0441\\u043a\\u0438\\u0439 \\xd0\\xb5\\xd0\\xba'"
>>> eval(repr(a)[1:])
'\\u0420\\u0443\\u0441\\u0441\\u043a\\u0438\\u0439 \xd0\xb5\xd0\xba'
>>> s = eval(repr(a)[1:]).decode('utf8')
>>> s
u'\\u0420\\u0443\\u0441\\u0441\\u043a\\u0438\\u0439 \u0435\u043a'
# Almost there, the bytes are proper now but the former real-unicode characters
# are now escaped with \u's; need to un-escape them.
>>> import re
>>> re.sub(u'\\\\u([a-f\\d]+)', lambda x : unichr(int(x.group(1), 16)), s)
u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \u0435\u043a' # Success!
This works fine but looks very hacky due to its use of eval, repr, and then additional regex'ing of the unicode string representation. Is there a cleaner way?

In Python 2, Unicode strings may contain both unicode and bytes:
No, they may not. They contain Unicode characters.
Within the original string, \xd0 is not a byte that's part of a UTF-8 encoding. It is the Unicode character with code point 208. u'\xd0' == u'\u00d0'. It just happens that the repr for Unicode strings in Python 2 prefers to represent characters with \x escapes where possible (i.e. code points < 256).
There is no way to look at the string and tell that the \xd0 byte is supposed to be part of some UTF-8 encoded character, or if it actually stands for that Unicode character by itself.
However, if you assume that you can always interpret those values as encoded ones, you could try writing something that analyzes each character in turn (use ord to convert to a code-point integer), decodes characters < 256 as UTF-8, and passes characters >= 256 as they were.

(In response to the comments above): this code converts everything that looks like utf8 and leaves other codepoints as is:
a = u'\u0420\u0443\u0441 utf:\xd0\xb5\xd0\xba bytes:bl\xe4\xe4'
def convert(s):
try:
return s.group(0).encode('latin1').decode('utf8')
except:
return s.group(0)
import re
a = re.sub(r'[\x80-\xFF]+', convert, a)
print a.encode('utf8')
Result:
Рус utf:ек bytes:blää

The problem is that your string is not actually encoded in a specific encoding. Your example string:
a = u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba'
Is mixing python's internal representation of unicode strings with utf-8 encoded text. If we just consider the 'special' characters:
>>> orig = u'\u0435\u043a'
>>> bytes = u'\xd0\xb5\xd0\xba'
>>> print orig
ек
>>> print bytes
ек
But you say, bytes is utf-8 encoded:
>>> print bytes.encode('utf-8')
ек
>>> print bytes.encode('utf-8').decode('utf-8')
ек
Wrong! But what about:
>>> bytes = '\xd0\xb5\xd0\xba'
>>> print bytes
ек
>>> print bytes.decode('utf-8')
ек
Hurrah.
So. What does this mean for me? It means you're (probably) solving the wrong problem. What you should be asking us/trying to figure out is why your strings are in this form to begin with and how to avoid it/fix it before you have them all mixed up.

You should convert unichrs to chrs, then decode them.
u'\xd0' == u'\u00d0' is True
$ python
>>> import re
>>> a = u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba'
>>> re.sub(r'[\000-\377]*', lambda m:''.join([chr(ord(i)) for i in m.group(0)]).decode('utf8'), a)
u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \u0435\u043a'
r'[\000-\377]*' will match unichrs u'[\u0000-\u00ff]*'
u'\xd0\xb5\xd0\xba' == u'\u00d0\u00b5\u00d0\u00ba'
You use utf8 encoded bytes as unicode code points (this is the PROBLEM)
I solve the problem by pretending those mistaken unichars as the corresponding bytes
I search all these mistaken unichars, and convert them to chars, then decode them.
If I'm wrong, please tell me.

You've already got an answer, but here's a way to unscramble UTF-8-like Unicode sequences that is less likely to decode latin-1 Unicode sequences in error. The re.sub function:
Matches Unicode characters < U+0100 that resemble valid UTF-8 sequences (ref: RFC 3629).
Encodes the Unicode sequence into its equivalent latin-1 byte sequence.
Decodes the sequence using UTF-8 back into Unicode.
Replaces the original UTF-8-like sequence with the matching Unicode character.
Note this could still match a Unicode sequence if just the right characters appear next to each other, but it is much less likely.
import re
# your example
a = u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba'
# printable Unicode characters < 256.
a += ''.join(chr(n) for n in range(32,256)).decode('latin1')
# a few UTF-8 characters decoded as latin1.
a += ''.join(unichr(n) for n in [2**7-1,2**7,2**11-1,2**11]).encode('utf8').decode('latin1')
# Some non-BMP characters
a += u'\U00010000\U0010FFFF'.encode('utf8').decode('latin1')
print repr(a)
# Unicode codepoint sequences that resemble UTF-8 sequences.
p = re.compile(ur'''(?x)
\xF0[\x90-\xBF][\x80-\xBF]{2} | # Valid 4-byte sequences
[\xF1-\xF3][\x80-\xBF]{3} |
\xF4[\x80-\x8F][\x80-\xBF]{2} |
\xE0[\xA0-\xBF][\x80-\xBF] | # Valid 3-byte sequences
[\xE1-\xEC][\x80-\xBF]{2} |
\xED[\x80-\x9F][\x80-\xBF] |
[\xEE-\xEF][\x80-\xBF]{2} |
[\xC2-\xDF][\x80-\xBF] # Valid 2-byte sequences
''')
def replace(m):
return m.group(0).encode('latin1').decode('utf8')
print
print repr(p.sub(replace,a))
###Output
u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \xd0\xb5\xd0\xba
!"#$%&'()*+,-./0123456789:;<=>?#ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\x80\x81\x82\x83\x84\x85\x86\x87\x88\x89\x8a\x8b\x8c\x8d\x8e\x8f\x90\x91\x92\x93\x94\x95\x96\x97\x98\x99\x9a\x9b\x9c\x9d\x9e\x9f\xa0\xa1\xa2\xa3\xa4\xa5\xa6\xa7\xa8\xa9\xaa\xab\xac\xad\xae\xaf\xb0\xb1\xb2\xb3\xb4\xb5\xb6\xb7\xb8\xb9\xba\xbb\xbc\xbd\xbe\xbf\xc0\xc1\xc2\xc3\xc4\xc5\xc6\xc7\xc8\xc9\xca\xcb\xcc\xcd\xce\xcf\xd0\xd1\xd2\xd3\xd4\xd5\xd6\xd7\xd8\xd9\xda\xdb\xdc\xdd\xde\xdf\xe0\xe1\xe2\xe3\xe4\xe5\xe6\xe7\xe8\xe9\xea\xeb\xec\xed\xee\xef\xf0\xf1\xf2\xf3\xf4\xf5\xf6\xf7\xf8\xf9\xfa\xfb\xfc\xfd\xfe\xff\x7f\xc2\x80\xdf\xbf\xe0\xa0\x80\xf0\x90\x80\x80\xf4\x8f\xbf\xbf'
u'\u0420\u0443\u0441\u0441\u043a\u0438\u0439 \u0435\u043a
!"#$%&'()*+,-./0123456789:;<=>?#ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`abcdefghijklmnopqrstuvwxyz{|}~\x7f\x80\x81\x82\x83\x84\x85\x86\x87\x88\x89\x8a\x8b\x8c\x8d\x8e\x8f\x90\x91\x92\x93\x94\x95\x96\x97\x98\x99\x9a\x9b\x9c\x9d\x9e\x9f\xa0\xa1\xa2\xa3\xa4\xa5\xa6\xa7\xa8\xa9\xaa\xab\xac\xad\xae\xaf\xb0\xb1\xb2\xb3\xb4\xb5\xb6\xb7\xb8\xb9\xba\xbb\xbc\xbd\xbe\xbf\xc0\xc1\xc2\xc3\xc4\xc5\xc6\xc7\xc8\xc9\xca\xcb\xcc\xcd\xce\xcf\xd0\xd1\xd2\xd3\xd4\xd5\xd6\xd7\xd8\xd9\xda\xdb\xdc\xdd\xde\xdf\xe0\xe1\xe2\xe3\xe4\xe5\xe6\xe7\xe8\xe9\xea\xeb\xec\xed\xee\xef\xf0\xf1\xf2\xf3\xf4\xf5\xf6\xf7\xf8\xf9\xfa\xfb\xfc\xfd\xfe\xff\x7f\x80\u07ff\u0800\U00010000\U0010ffff'

I solved it by
unicodeText.encode("utf-8").decode("unicode-escape").encode("latin1")