How can I remove the last character of a string if it is a newline?
"abc\n" --> "abc" Try the method rstrip() (see doc Python 2 and Python 3)
>>> 'test string\n'.rstrip() 'test string' Python's rstrip() method strips all kinds of trailing whitespace by default, not just one newline as Perl does with chomp.
>>> 'test string \n \r\n\n\r \n\n'.rstrip() 'test string' To strip only newlines:
>>> 'test string \n \r\n\n\r \n\n'.rstrip('\n') 'test string \n \r\n\n\r ' In addition to rstrip(), there are also the methods strip() and lstrip(). Here is an example with the three of them:
>>> s = " \n\r\n \n abc def \n\r\n \n " >>> s.strip() 'abc def' >>> s.lstrip() 'abc def \n\r\n \n ' >>> s.rstrip() ' \n\r\n \n abc def' \n for newlines just like Unix. (Prior to OS X, MacOS did use \r as a line separator, but that ended 10 years ago.).strip() does not alter the string (probably has something to do with immutable strings). If not in command line, you'll want "string = string.strip()"And I would say the "pythonic" way to get lines without trailing newline characters is splitlines().
>>> text = "line 1\nline 2\r\nline 3\nline 4" >>> text.splitlines() ['line 1', 'line 2', 'line 3', 'line 4'] splitlines(). If I give it a multi-line string, I don't expect it to strip only the last line, because I literaly told it to split my multi-line string into multiple strings at the line breaks ;) Using it to strip line endings off a single-line string is actually just a useful corner case.list (memory)The canonical way to strip end-of-line (EOL) characters is to use the string rstrip() method removing any trailing \r or \n. Here are examples for Mac, Windows, and Unix EOL characters.
>>> 'Mac EOL\r'.rstrip('\r\n') 'Mac EOL' >>> 'Windows EOL\r\n'.rstrip('\r\n') 'Windows EOL' >>> 'Unix EOL\n'.rstrip('\r\n') 'Unix EOL' Using '\r\n' as the parameter to rstrip means that it will strip out any trailing combination of '\r' or '\n'. That's why it works in all three cases above.
This nuance matters in rare cases. For example, I once had to process a text file which contained an HL7 message. The HL7 standard requires a trailing '\r' as its EOL character. The Windows machine on which I was using this message had appended its own '\r\n' EOL character. Therefore, the end of each line looked like '\r\r\n'. Using rstrip('\r\n') would have taken off the entire '\r\r\n' which is not what I wanted. In that case, I simply sliced off the last two characters instead.
Note that unlike Perl's chomp function, this will strip all specified characters at the end of the string, not just one:
>>> "Hello\n\n\n".rstrip("\n") "Hello" os.linesep, which contains the EOL sequence for the current OS.\n and \rNote that rstrip doesn't act exactly like Perl's chomp() because it doesn't modify the string. That is, in Perl:
$x="a\n"; chomp $x results in $x being "a".
but in Python:
x="a\n" x.rstrip() will mean that the value of x is still "a\n". Even x=x.rstrip() doesn't always give the same result, as it strips all whitespace from the end of the string, not just one newline at most.
I might use something like this:
import os s = s.rstrip(os.linesep) I think the problem with rstrip("\n") is that you'll probably want to make sure the line separator is portable. (some antiquated systems are rumored to use "\r\n"). The other gotcha is that rstrip will strip out repeated whitespace. Hopefully os.linesep will contain the right characters. the above works for me.
rstrip('\r\n') and rstrip() will strip any characters that are in the argument."line 1\nline 2\r\n...".replace('\n', '').replace('\r', '') >>> 'line 1line 2...' or you could always get geekier with regexps
.replace('\n|\r', '')?import re re.sub('\n|\r', '', '\nx\n\r\n') ==> 'x'.This would replicate exactly perl's chomp (minus behavior on arrays) for "\n" line terminator:
def chomp(x): if x.endswith("\r\n"): return x[:-2] if x.endswith("\n") or x.endswith("\r"): return x[:-1] return x (Note: it does not modify string 'in place'; it does not strip extra trailing whitespace; takes \r\n in account)
you can use strip:
line = line.strip() demo:
>>> "\n\n hello world \n\n".strip() 'hello world' rstrip doesn't do the same thing as chomp, on so many levels. Read http://perldoc.perl.org/functions/chomp.html and see that chomp is very complex indeed.
However, my main point is that chomp removes at most 1 line ending, whereas rstrip will remove as many as it can.
Here you can see rstrip removing all the newlines:
>>> 'foo\n\n'.rstrip(os.linesep) 'foo' A much closer approximation of typical Perl chomp usage can be accomplished with re.sub, like this:
>>> re.sub(os.linesep + r'\Z','','foo\n\n') 'foo\n' Careful with "foo".rstrip(os.linesep): That will only chomp the newline characters for the platform where your Python is being executed. Imagine you're chimping the lines of a Windows file under Linux, for instance:
$ python Python 2.7.1 (r271:86832, Mar 18 2011, 09:09:48) [GCC 4.5.0 20100604 [gcc-4_5-branch revision 160292]] on linux2 Type "help", "copyright", "credits" or "license" for more information. >>> import os, sys >>> sys.platform 'linux2' >>> "foo\r\n".rstrip(os.linesep) 'foo\r' >>> Use "foo".rstrip("\r\n") instead, as Mike says above.
chomp.An example in Python's documentation simply uses line.strip().
Perl's chomp function removes one linebreak sequence from the end of a string only if it's actually there.
Here is how I plan to do that in Python, if process is conceptually the function that I need in order to do something useful to each line from this file:
import os sep_pos = -len(os.linesep) with open("file.txt") as f: for line in f: if line[sep_pos:] == os.linesep: line = line[:sep_pos] process(line) import re r_unwanted = re.compile("[\n\t\r]") r_unwanted.sub("", your_text) I don't program in Python, but I came across an FAQ at python.org advocating S.rstrip("\r\n") for python 2.2 or later.
I find it convenient to have be able to get the chomped lines via in iterator, parallel to the way you can get the un-chomped lines from a file object. You can do so with the following code:
def chomped_lines(it): return map(operator.methodcaller('rstrip', '\r\n'), it) Sample usage:
with open("file.txt") as infile: for line in chomped_lines(infile): process(line) operator.methodcaller and map (itertools.imap on Py2) you can push this work to the C layer, avoiding Python level generator code (and thereby running a bit faster, though admittedly I/O overhead is likely to mask small gains): for line in map(operator.methodcaller('rstrip', '\r\n'), infile):. It could be still be factored out as def chomped_lines(it): return map(operator.methodcaller('rstrip', '\r\n'), it).I'm bubbling up my regular expression based answer from one I posted earlier in the comments of another answer. I think using re is a clearer more explicit solution to this problem than str.rstrip.
>>> import re If you want to remove one or more trailing newline chars:
>>> re.sub(r'[\n\r]+$', '', '\nx\r\n') '\nx' If you want to remove newline chars everywhere (not just trailing):
>>> re.sub(r'[\n\r]+', '', '\nx\r\n') 'x' If you want to remove only 1-2 trailing newline chars (i.e., \r, \n, \r\n, \n\r, \r\r, \n\n)
>>> re.sub(r'[\n\r]{1,2}$', '', '\nx\r\n\r\n') '\nx\r' >>> re.sub(r'[\n\r]{1,2}$', '', '\nx\r\n\r') '\nx\r' >>> re.sub(r'[\n\r]{1,2}$', '', '\nx\r\n') '\nx' I have a feeling what most people really want here, is to remove just one occurrence of a trailing newline character, either \r\n or \n and nothing more.
>>> re.sub(r'(?:\r\n|\n)$', '', '\nx\n\n', count=1) '\nx\n' >>> re.sub(r'(?:\r\n|\n)$', '', '\nx\r\n\r\n', count=1) '\nx\r\n' >>> re.sub(r'(?:\r\n|\n)$', '', '\nx\r\n', count=1) '\nx' >>> re.sub(r'(?:\r\n|\n)$', '', '\nx\n', count=1) '\nx' (The ?: is to create a non-capturing group.)
(By the way this is not what '...'.rstrip('\n', '').rstrip('\r', '') does which may not be clear to others stumbling upon this thread. str.rstrip strips as many of the trailing characters as possible, so a string like foo\n\n\n would result in a false positive of foo whereas you may have wanted to preserve the other newlines after stripping a single trailing one.)
r'\r?\n$'. Likely more efficient, since regex engines have a harder time optimizing alternations. Also note that if you're going to do this many times, it will be significantly faster (especially if you're intermingling with other re uses) to re.compile the expression once up front, then use the sub method of the compiled regex object; module functions are Python level and check a cache for compiled regexes first (creating/caching if missing), then call the matching method; skipping that lookup helps.\n directly, you might want to use \Z over $ (or just match \r?$, since $ implicitly can match just before the newline at the end of a string).s = '''Hello World \t\n\r\tHi There''' # import the module string import string # use the method translate to convert s.translate({ord(c): None for c in string.whitespace} >>'HelloWorldHiThere' With regex
s = ''' Hello World \t\n\r\tHi ''' print(re.sub(r"\s+", "", s), sep='') # \s matches all white spaces >HelloWorldHi Replace \n,\t,\r
s.replace('\n', '').replace('\t','').replace('\r','') >' Hello World Hi ' With regex
s = '''Hello World \t\n\r\tHi There''' regex = re.compile(r'[\n\r\t]') regex.sub("", s) >'Hello World Hi There' with Join
s = '''Hello World \t\n\r\tHi There''' ' '.join(s.split()) >'Hello World Hi There' workaround solution for special case:
if the newline character is the last character (as is the case with most file inputs), then for any element in the collection you can index as follows:
foobar= foobar[:-1] to slice out your newline character.
It looks like there is not a perfect analog for perl's chomp. In particular, rstrip cannot handle multi-character newline delimiters like \r\n. However, splitlines does as pointed out here. Following my answer on a different question, you can combine join and splitlines to remove/replace all newlines from a string s:
''.join(s.splitlines()) The following removes exactly one trailing newline (as chomp would, I believe). Passing True as the keepends argument to splitlines retain the delimiters. Then, splitlines is called again to remove the delimiters on just the last "line":
def chomp(s): if len(s): lines = s.splitlines(True) last = lines.pop() return ''.join(lines + last.splitlines()) else: return '' >>> ' spacious '.rstrip() ' spacious' >>> "AABAA".rstrip("A") 'AAB' >>> "ABBA".rstrip("AB") # both AB and BA are stripped '' >>> "ABCABBA".rstrip("AB") 'ABC' "\r\n" For example: ' spacious \n\r\n\r \n\n'.rstrip() produces ' spacious'Just use :
line = line.rstrip("\n") or
line = line.strip("\n") You don't need any of this complicated stuff
There are three types of line endings that we normally encounter: \n, \r and \r\n. A rather simple regular expression in re.sub, namely r"\r?\n?$", is able to catch them all.
(And we gotta catch 'em all, am I right?)
import re re.sub(r"\r?\n?$", "", the_text, 1) With the last argument, we limit the number of occurences replaced to one, mimicking chomp to some extent. Example:
import re text_1 = "hellothere\n\n\n" text_2 = "hellothere\n\n\r" text_3 = "hellothere\n\n\r\n" a = re.sub(r"\r?\n?$", "", text_1, 1) b = re.sub(r"\r?\n?$", "", text_2, 1) c = re.sub(r"\r?\n?$", "", text_3, 1) ... where a == b == c is True.
rstrip("\r\n") is a catch-all. Try print(text_2.rstrip('\r\n')).str.rstrip() solves the problem. It depends on which needs you have. This solution is specifically made for the cases when you need to remove just the last "\n", "\r" or "\r\n" but not all of them (if there are multiple "\n" in the string). re.sub(r"\r?\n?$", "", text_1, 1) returns "hellothere\n\n" and text_1.rstrip("\r\n") returns "hellothere" which is a different string.str.strip() is a catch-all is sometimes the very problem.If you are concerned about speed (say you have a looong list of strings) and you know the nature of the newline char, string slicing is actually faster than rstrip. A little test to illustrate this:
import time loops = 50000000 def method1(loops=loops): test_string = 'num\n' t0 = time.time() for num in xrange(loops): out_sting = test_string[:-1] t1 = time.time() print('Method 1: ' + str(t1 - t0)) def method2(loops=loops): test_string = 'num\n' t0 = time.time() for num in xrange(loops): out_sting = test_string.rstrip() t1 = time.time() print('Method 2: ' + str(t1 - t0)) method1() method2() Output:
Method 1: 3.92700004578 Method 2: 6.73000001907 method1 you are just chopping off the last character, no matter what, in method2 the .rstrip() first checks, if the end of the String contains undesired characters and chops them off, only if some were found. Please implement some check for characters in method1 and test agin!This will work both for windows and linux (bit expensive with re sub if you are looking for only re solution)
import re if re.search("(\\r|)\\n$", line): line = re.sub("(\\r|)\\n$", "", line) re.search where you just need re.sub?A catch all:
line = line.rstrip('\r|\n') rstrip does not take regular expression. "hi|||\n\n".rstrip("\r|\n") returns "hi"How about:
line = line.rstrip('\r*\n') * characters as well. The argument of rstrip is not a regex, but the characters to strip from the end. In addition, this question already has a load of answers suggesting using rstrip, so it doesn't add anything new.
open()a file with the appropriate 'newline=...' parameter for your platform (universal newline support), you might not need to explicitly remove it.