I want to split a string into words on white-spaces or any special character. But, if the word before AND after the split contains a number, and it is not a white-space character, then I DON'T want it to split.
"abc abc-def a2b-def a2b-d3f"
Should become - (notice the last word)
"abc", " ", "abc", "-", "def", " ", "a2b", "-", "def", " ", "a2b-d3f"
I tried
b = "abc abc-def a2b-def a2b-d3f ab2-3cd"
print(re.split(r"((?<=\D)[\W]|[\W](?=\D)|\s)",b))
print(re.split(r"((?<!\b\w*\d\w*\b)[\W]|[\W](?!\b\w*\d\w*\b)|\s)",b))
The first one sort of works, but it only considers the last and first character of the previous or next word respectively. It maintained "ab2-3cd" as a single word, but it wouldn't work for "a2b-c3d".
The second one gives me an error "look-behind requires fixed-width pattern" because it doesn't allow me to use * in look-back or look-ahead.
Please help me out!
EDIT: the words can be of arbitrary length, "abcdef".
You can grab all patterns matching ptrn r'\w+|\W+' from the words that match the pattern r'\d\w*\W+\w*\d'
>>> import re
>>> txt = "abc abc-def a2b-def a2b-d3f"
>>> [w for s in txt.split() for w in ([s] if re.search(r'\d\w*\W+\w*\d', s) else re.findall(r'\w+|\W+', s)) + [' ']]
['abc', ' ', 'abc', '-', 'def', ' ', 'a2b', '-', 'def', ' ', 'a2b-d3f', ' ']
import re
s = "abc abc-def a2b-def a2b-d3f"
s = re.split(r'(?:(?<=[\da-z]{3})(\s|-)(?=[a-z]{3})|(?:(?<=[a-z]{3})(\s|-)(?=[a-z\d]{3})))', s)
s = [i for i in s if i is not None]
print(s)
Prints:
['abc', ' ', 'abc', '-', 'def', ' ', 'a2b', '-', 'def', ' ', 'a2b-d3f']
EDIT:
import re
s = "a2dc abc axx2b-dss3f abc-def a2b-abc a2b-d3f"
s = re.split(r'(\s|-)(?=[a-z]+(?:-|\s))', s)
out = []
for w in s:
out.extend(re.split(r'(?<=[a-z\d])(\s)(?=[a-z\d])', w))
print(out)
Prints:
['a2dc', ' ', 'abc', ' ', 'axx2b-dss3f', ' ', 'abc', '-', 'def', ' ', 'a2b', '-', 'abc', ' ', 'a2b-d3f']
Related
I am creating some code that will replace spaces.
I want a double space to turn into a single space and a single space to become nothing.
Example:
string = "t e s t t e s t"
string = string.replace(' ', ' ').replace(' ', '')
print (string)
The output is "testest" because it replaces all the spaces.
How can I make the output "test test"?
Thanks
A regular expression approach is doubtless possible, but for a quick solution, first split on the double space, then rejoin on a single space after using a comprehension to remove the single spaces in each of the elements in the split:
>>> string = "t e s t t e s t"
>>> ' '.join(word.replace(' ', '') for word in string.split(' '))
'test test'
Just another idea:
>>> s = 't e s t t e s t'
>>> s.replace(' ', ' ').replace(' ', '').replace(' ', '')
'test test'
Seems to be faster:
>>> timeit(lambda: s.replace(' ', ' ').replace(' ', '').replace(' ', ''))
2.7822862677683133
>>> timeit(lambda: ' '.join(w.replace(' ','') for w in s.split(' ')))
7.702567737466012
And regex (at least this one) is shorter but a lot slower:
>>> timeit(lambda: re.sub(' ( ?)', r'\1', s))
37.2261058654488
I like this regex solution because you can easily read what's going on:
>>> import re
>>> string = "t e s t t e s t"
>>> re.sub(' {1,2}', lambda m: '' if m.group() == ' ' else ' ', string)
'test test'
We search for one or two spaces, and substitute one space with the empty string but two spaces with a single space.
This question already has answers here:
Preserve whitespaces when using split() and join() in python
(3 answers)
Closed 7 years ago.
I want to split strings based on whitespace and punctuation, but the whitespace and punctuation should still be in the result.
For example:
Input: text = "This is a text; this is another text.,."
Output: ['This', ' ', 'is', ' ', 'a', ' ', 'text', '; ', 'this', ' ', 'is', ' ', 'another', ' ', 'text', '.,.']
Here is what I'm currently doing:
def classify(b):
"""
Classify a character.
"""
separators = string.whitespace + string.punctuation
if (b in separators):
return "separator"
else:
return "letter"
def tokenize(text):
"""
Split strings to words, but do not remove white space.
The input must be of type str, not bytes
"""
if (len(text) == 0):
return []
current_word = "" + text[0]
previous_mode = classify(text)
offset = 1
results = []
while offset < len(text):
current_mode = classify(text[offset])
if current_mode == previous_mode:
current_word += text[offset]
else:
results.append(current_word)
current_word = text[offset]
previous_mode = current_mode
offset += 1
results.append(current_word)
return results
It works, but it's so C-style. Is there a better way in Python?
You can use a regular expression:
import re
re.split('([\s.,;()]+)', text)
This splits on arbitrary-width whitespace (including tabs and newlines) plus a selection of punctuation characters, and by grouping the split text you tell re.sub() to include it in the output:
>>> import re
>>> text = "This is a text; this is another text.,."
>>> re.split('([\s.,;()]+)', text)
['This', ' ', 'is', ' ', 'a', ' ', 'text', '; ', 'this', ' ', 'is', ' ', 'another', ' ', 'text', '.,.', '']
If you only wanted to match spaces (and not other whitespace), replace \s with a space:
>>> re.split('([ .,;()]+)', text)
['This', ' ', 'is', ' ', 'a', ' ', 'text', '; ', 'this', ' ', 'is', ' ', 'another', ' ', 'text', '.,.', '']
Note the extra trailing empty string; a split always has a head and a tail, so text starting or ending in a split group will always have an extra empty string at the start or end. This is easily removed.
How do you split everything between ""s in Python? Including the ""s itself?
For example, I want to split something like print "HELLO" to just ['print '] because I split everything in the quotes, including the quotes itself.
Other examples:
1) print "Hello", "World!" => ['print ', ', ']
2) if "one" == "one": print "one is one" => ['if ', ' == ', ': print ']
Any help is appreciated.
Use re.split():
In [3]: re.split('".*?"', 'print "HELLO"')
Out[3]: ['print ', '']
In [4]: re.split('".*?"', '"Goodbye", "Farewell", and "Amen"')
Out[4]: ['', ', ', ', and ', '']
Note the use of .*?, the non-greedy all-consuming pattern.
You can use the regex '"[^"]*"' for re.split:
Example:
txt='''\
print "HELLO"
print "Hello", "World!"
if "one" == "one": print "one is one"
'''
width=len(max(txt.splitlines(), key=len))
for line in txt.splitlines():
print '{:{width}}=>{}'.format(line, re.split(r'"[^"]*"', line), width=width+1)
Prints:
print "HELLO" =>['print ', '']
print "Hello", "World!" =>['print ', ', ', '']
if "one" == "one": print "one is one" =>['if ', ' == ', ': print ', '']
>>> import re
>>> text = 'print "Hello"'
>>> re.sub(r'".*?"', r'', text)
'print '
To help OP's single quote bug:
>>> import re
>>> text = 'print \'hello\''
>>> re.sub(r'\'.*?\'', r'', text)
'print '
I need to split strings of data using each character from string.punctuation and string.whitespace as a separator.
Furthermore, I need for the separators to remain in the output list, in between the items they separated in the string.
For example,
"Now is the winter of our discontent"
should output:
['Now', ' ', 'is', ' ', 'the', ' ', 'winter', ' ', 'of', ' ', 'our', ' ', 'discontent']
I'm not sure how to do this without resorting to an orgy of nested loops, which is unacceptably slow. How can I do it?
A different non-regex approach from the others:
>>> import string
>>> from itertools import groupby
>>>
>>> special = set(string.punctuation + string.whitespace)
>>> s = "One two three tab\ttabandspace\t end"
>>>
>>> split_combined = [''.join(g) for k, g in groupby(s, lambda c: c in special)]
>>> split_combined
['One', ' ', 'two', ' ', 'three', ' ', 'tab', '\t', 'tabandspace', '\t ', 'end']
>>> split_separated = [''.join(g) for k, g in groupby(s, lambda c: c if c in special else False)]
>>> split_separated
['One', ' ', 'two', ' ', 'three', ' ', 'tab', '\t', 'tabandspace', '\t', ' ', 'end']
Could use dict.fromkeys and .get instead of the lambda, I guess.
[edit]
Some explanation:
groupby accepts two arguments, an iterable and an (optional) keyfunction. It loops through the iterable and groups them with the value of the keyfunction:
>>> groupby("sentence", lambda c: c in 'nt')
<itertools.groupby object at 0x9805af4>
>>> [(k, list(g)) for k,g in groupby("sentence", lambda c: c in 'nt')]
[(False, ['s', 'e']), (True, ['n', 't']), (False, ['e']), (True, ['n']), (False, ['c', 'e'])]
where terms with contiguous values of the keyfunction are grouped together. (This is a common source of bugs, actually -- people forget that they have to sort by the keyfunc first if they want to group terms which might not be sequential.)
As #JonClements guessed, what I had in mind was
>>> special = dict.fromkeys(string.punctuation + string.whitespace, True)
>>> s = "One two three tab\ttabandspace\t end"
>>> [''.join(g) for k,g in groupby(s, special.get)]
['One', ' ', 'two', ' ', 'three', ' ', 'tab', '\t', 'tabandspace', '\t ', 'end']
for the case where we were combining the separators. .get returns None if the value isn't in the dict.
import re
import string
p = re.compile("[^{0}]+|[{0}]+".format(re.escape(
string.punctuation + string.whitespace)))
print p.findall("Now is the winter of our discontent")
I'm no big fan of using regexps for all problems, but I don't think you have much choice in this if you want it fast and short.
I'll explain the regexp since you're not familiar with it:
[...] means any of the characters inside the square brackets
[^...] means any of the characters not inside the square brackets
+ behind means one or more of the previous thing
x|y means to match either x or y
So the regexp matches 1 or more characters where either all must be punctuation and whitespace, or none must be. The findall method finds all non-overlapping matches of the pattern.
Try this:
import re
re.split('(['+re.escape(string.punctuation + string.whitespace)+']+)',"Now is the winter of our discontent")
Explanation from the Python documentation:
If capturing parentheses are used in pattern, then the text of all groups in the pattern are also returned as part of the resulting list.
Solution in linear (O(n)) time:
Let's say you have a string:
original = "a, b...c d"
First convert all separators to space:
splitters = string.punctuation + string.whitespace
trans = string.maketrans(splitters, ' ' * len(splitters))
s = original.translate(trans)
Now s == 'a b c d'. Now you can use itertools.groupby to alternate between spaces and non-spaces:
result = []
position = 0
for _, letters in itertools.groupby(s, lambda c: c == ' '):
letter_count = len(list(letters))
result.append(original[position:position + letter_count])
position += letter_count
Now result == ['a', ', ', 'b', '...', 'c', ' ', 'd'], which is what you need.
My take:
from string import whitespace, punctuation
import re
pattern = re.escape(whitespace + punctuation)
print re.split('([' + pattern + '])', 'now is the winter of')
Depending on the text you are dealing with, you may be able to simplify your concept of delimiters to "anything other than letters and numbers". If this will work, you can use the following regex solution:
re.findall(r'[a-zA-Z\d]+|[^a-zA-Z\d]', text)
This assumes that you want to split on each individual delimiter character even if they occur consecutively, so 'foo..bar' would become ['foo', '.', '.', 'bar']. If instead you expect ['foo', '..', 'bar'], use [a-zA-Z\d]+|[^a-zA-Z\d]+ (only difference is adding + at the very end).
from string import punctuation, whitespace
s = "..test. and stuff"
f = lambda s, c: s + ' ' + c + ' ' if c in punctuation else s + c
l = sum([reduce(f, word).split() for word in s.split()], [])
print l
For any arbitrary collection of separators:
def separate(myStr, seps):
answer = []
temp = []
for char in myStr:
if char in seps:
answer.append(''.join(temp))
answer.append(char)
temp = []
else:
temp.append(char)
answer.append(''.join(temp))
return answer
In [4]: print separate("Now is the winter of our discontent", set(' '))
['Now', ' ', 'is', ' ', 'the', ' ', 'winter', ' ', 'of', ' ', 'our', ' ', 'discontent']
In [5]: print separate("Now, really - it is the winter of our discontent", set(' ,-'))
['Now', ',', '', ' ', 'really', ' ', '', '-', '', ' ', 'it', ' ', 'is', ' ', 'the', ' ', 'winter', ' ', 'of', ' ', 'our', ' ', 'discontent']
Hope this helps
from itertools import chain, cycle, izip
s = "Now is the winter of our discontent"
words = s.split()
wordsWithWhitespace = list( chain.from_iterable( izip( words, cycle([" "]) ) ) )
# result : ['Now', ' ', 'is', ' ', 'the', ' ', 'winter', ' ', 'of', ' ', 'our', ' ', 'discontent', ' ']
I have a string:
'Specified, if char, else 10 (default).'
I want to split it into two tuples
words=('Specified', 'if', 'char', 'else', '10', 'default')
separators=(',', ' ', ',', ' ', ' (', ').')
Does anyone have a quick solution of this?
PS: this symbol '-' is a word separator, not part of the word
import re
line = 'Specified, if char, else 10 (default).'
words = re.split(r'\)?[, .]\(?', line)
# words = ['Specified', '', 'if', 'char', '', 'else', '10', 'default', '']
separators = re.findall(r'\)?[, .]\(?', line)
# separators = [',', ' ', ' ', ',', ' ', ' ', ' (', ').']
If you really want tuples pass the results in tuple(), if you do not want words to have the empty entries (from between the commas and spaces), use the following:
words = [x for x in re.split(r'\)?[, .]\(?', line) if x]
or
words = tuple(x for x in re.split(r'\)?[, .]\(?', line) if x)
You can use regex for that.
>>> a='Specified, if char, else 10 (default).'
>>> from re import split
>>> split(",? ?\(?\)?\.?",a)
['Specified', 'if', 'char', 'else', '10', 'default', '']
But in this solution you should write that pattern yourself. If you want to use that tuple, you should convert it contents to regex pattern for that in this solution.
Regex to find all separators (assumed anything that's not alpha numeric
import re
re.findall('[^\w]', string)
I probably would first .split() on spaces into a list, then iterate through the list, using a regex to check for a character after the word boundary.
import re
s = 'Specified, if char, else 10 (default).'
w = s.split()
seperators = []
finalwords = []
for word in words:
match = re.search(r'(\w+)\b(.*)', word)
sep = '' if match is None else match.group(2)
finalwords.append(match.group(1))
seperators.append(sep)
In pass to get both separators and words you could use findall as follows:
import re
line = 'Specified, if char, else 10 (default).'
words = []
seps = []
for w,s in re.findall("(\w*)([), .(]+)", line):
words.append(w)
seps.append(s)
Here's my crack at it:
>>> p = re.compile(r'(\)? *[,.]? *\(?)')
>>> tmp = p.split('Specified, char, else 10 (default).')
>>> words = tmp[::2]
>>> separators = tmp[1::2]
>>> print words
['Specified', 'char', 'else', '10', 'default', '']
>>> print separators
[', ', ', ', ' ', ' (', ').']
The only problem is you can have a '' at the end or the beginning of words if there is a separator at the beginning/end of the sentence without anything before/after it. However, that is easily checked for and eliminated.