Python regex - r prefix

PythonRegexStringLiteralsPrefix

Python Problem Overview


Can anyone explain why example 1 below works, when the r prefix is not used? I thought the r prefix must be used whenever escape sequences are used. Example 2 and example 3 demonstrate this.

# example 1
import re
print (re.sub('\s+', ' ', 'hello     there      there'))
# prints 'hello there there' - not expected as r prefix is not used

# example 2
import re
print (re.sub(r'(\b\w+)(\s+\1\b)+', r'\1', 'hello     there      there'))
# prints 'hello     there' - as expected as r prefix is used

# example 3
import re
print (re.sub('(\b\w+)(\s+\1\b)+', '\1', 'hello     there      there'))
# prints 'hello     there      there' - as expected as r prefix is not used

Python Solutions


Solution 1 - Python

Because \ begin escape sequences only when they are valid escape sequences.

>>> '\n'
'\n'
>>> r'\n'
'\\n'
>>> print '\n'


>>> print r'\n'
\n
>>> '\s'
'\\s'
>>> r'\s'
'\\s'
>>> print '\s'
\s
>>> print r'\s'
\s

>Unless an 'r' or 'R' prefix is present, escape sequences in strings are interpreted according to rules similar to those used by Standard C. The recognized escape sequences are:

> Escape Sequence Meaning Notes > \newline Ignored > \ Backslash () > ' Single quote (') > " Double quote (") > \a ASCII Bell (BEL) > \b ASCII Backspace (BS) > \f ASCII Formfeed (FF) > \n ASCII Linefeed (LF) > \N{name} Character named name in the Unicode database (Unicode only) > \r ASCII Carriage Return (CR) > \t ASCII Horizontal Tab (TAB) > \uxxxx Character with 16-bit hex value xxxx (Unicode only) > \Uxxxxxxxx Character with 32-bit hex value xxxxxxxx (Unicode only) > \v ASCII Vertical Tab (VT) > \ooo Character with octal value ooo > \xhh Character with hex value hh

Never rely on raw strings for path literals, as raw strings have some rather peculiar inner workings, known to have bitten people in the ass:

>When an "r" or "R" prefix is present, a character following a backslash is included in the string without change, and all backslashes are left in the string. For example, the string literal r"\n" consists of two characters: a backslash and a lowercase "n". String quotes can be escaped with a backslash, but the backslash remains in the string; for example, r"\"" is a valid string literal consisting of two characters: a backslash and a double quote; r"\" is not a valid string literal (even a raw string cannot end in an odd number of backslashes). Specifically, a raw string cannot end in a single backslash (since the backslash would escape the following quote character). Note also that a single backslash followed by a newline is interpreted as those two characters as part of the string, not as a line continuation.

To better illustrate this last point:

>>> r'\'
SyntaxError: EOL while scanning string literal
>>> r'\''
"\\'"
>>> '\'
SyntaxError: EOL while scanning string literal
>>> '\''
"'"
>>> 
>>> r'\\'
'\\\\'
>>> '\\'
'\\'
>>> print r'\\'
\\
>>> print r'\'
SyntaxError: EOL while scanning string literal
>>> print '\\'
\

Solution 2 - Python

the 'r' means the the following is a "raw string", ie. backslash characters are treated literally instead of signifying special treatment of the following character.

http://docs.python.org/reference/lexical_analysis.html#literals

so '\n' is a single newline
and r'\n' is two characters - a backslash and the letter 'n'
another way to write it would be '\\n' because the first backslash escapes the second

an equivalent way of writing this

print (re.sub(r'(\b\w+)(\s+\1\b)+', r'\1', 'hello     there      there'))

is

print (re.sub('(\\b\\w+)(\\s+\\1\\b)+', '\\1', 'hello     there      there'))

Because of the way Python treats characters that are not valid escape characters, not all of those double backslashes are necessary - eg '\s'=='\\s' however the same is not true for '\b' and '\\b'. My preference is to be explicit and double all the backslashes.

Solution 3 - Python

Not all sequences involving backslashes are escape sequences. \t and \f are, for example, but \s is not. In a non-raw string literal, any \ that is not part of an escape sequence is seen as just another \:

>>> "\s"
'\\s'
>>> "\t"
'\t'

\b is an escape sequence, however, so example 3 fails. (And yes, some people consider this behaviour rather unfortunate.)

Solution 4 - Python

Try that:

a = '\''
'
a = r'\''
\'
a = "\'"
'
a = r"\'"
\'

Solution 5 - Python

Check below example:

print r"123\n123" 
#outputs>>>
123\n123


print "123\n123"
#outputs>>>
123
123

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Content TypeOriginal AuthorOriginal Content on Stackoverflow
QuestionJT.View Question on Stackoverflow
Solution 1 - PythonEsteban KüberView Answer on Stackoverflow
Solution 2 - PythonJohn La RooyView Answer on Stackoverflow
Solution 3 - PythonThomas WoutersView Answer on Stackoverflow
Solution 4 - Pythonuser2856064View Answer on Stackoverflow
Solution 5 - PythonUgur UmutView Answer on Stackoverflow