I have a list of filenames, some of which end with a version number at the end. I'm trying to extract the version number using a single regular expression:
filename.doc --> NULL
filename.1.0.doc --> 1.0
filename.2.0.pdf --> 2.0
filename.3.0.docx --> 3.0
So far, I found that the following regex extracts it along with the extension:
[0-9]+\.[0-9]+\.(docx|pdf|rtf|doc|docm)$
But I'd rather not have the extension. So what I'm searching is for the [0-9]+\.[0-9]+ just before the last occurrence of a dot in the string, but I can't find how to do that.
Thanks for your help!
what I'm searching is for the [0-9]+\.[0-9]+ just before the last occurrence of a dot in the string
You may use
r'[0-9]+\.[0-9]+(?=\.[^.]*$)'
See the regex demo.
Details
[0-9]+\.[0-9]+ - 1+ digits, . and 1+ digits
(?=\.[^.]*$) - a positive lookahead that requires ., then 0+ chars other than . and the end of the string immediately to the right of the current location.
See the regex graph:
Python regexs have named groups:
A more significant feature is named groups: instead of referring to them by numbers, groups can be referenced by a name.
The syntax for a named group is one of the Python-specific extensions: (?P...). name is, obviously, the name of the group. Named groups behave exactly like capturing groups, and additionally associate a name with a group. The match object methods that deal with capturing groups all accept either integers that refer to the group by number or strings that contain the desired group’s name. Named groups are still given numbers, so you can retrieve information about a group in two ways:
>> p = re.compile(r'(?P<word>\b\w+\b)')
>> m = p.search( '(((( Lots of punctuation )))' )
>> m.group('word')
'Lots'
>> m.group(1)
'Lots'
So in your case you can modify your regex as:
(?P<version>[0-9]+\.[0-9]+)\.(docx|pdf|rtf|doc|docm)$
and use:
found.group('version')
to select version from the found regex match.
Try this-
import re
try:
version = [float(s) for s in re.findall(r'-?\d+\.?\d*', 'filename.1.0.doc')][0]
print(version)
except:
pass
Here, if it has a number, then it will store it in the variable version, else it will pass.
This shoud work! :)
Related
I have the following path stored as a python string 'C:\ABC\DEF\GHI\App\Module\feature\src' and I would like to extract the word Module that is located between words \App\ and \feature\ in the path name. Note that there are file separators '\' in between which ought not to be extracted, but only the string Module has to be extracted.
I had the few ideas on how to do it:
Write a RegEx that matches a string between \App\ and \feature\
Write a RegEx that matches a string after \App\ --> App\\[A-Za-z0-9]*\\, and then split that matched string in order to find the Module.
I think the 1st solution is better, but that unfortunately it goes over my RegEx knowledge and I am not sure how to do it.
I would much appreciate any help.
Thank you in advance!
The regex you want is:
(?<=\\App\\).*?(?=\\feature\\)
Explanation of the regex:
(?<=behind)rest matches all instances of rest if there is behind immediately before it. It's called a positive lookbehind
rest(?=ahead) matches all instances of rest where there is ahead immediately after it. This is a positive lookahead.
\ is a reserved character in regex patterns, so to use them as part of the pattern itself, we have to escape it; hence, \\
.* matches any character, zero or more times.
? specifies that the match is not greedy (so we are implicitly assuming here that \feature\ only shows up once after \App\).
The pattern in general also assumes that there are no \ characters between \App\ and \feature\.
The full code would be something like:
str = 'C:\\ABC\\DEF\\GHI\\App\\Module\\feature\\src'
start = '\\App\\'
end = '\\feature\\'
pattern = rf"(?<=\{start}\).*?(?=\{end}\)"
print(pattern) # (?<=\\App\\).*?(?=\\feature\\)
print(re.search(pattern, str)[0]) # Module
A link on regex lookarounds that may be helpful: https://www.regular-expressions.info/lookaround.html
We can do that by str.find somethings like
str = 'C:\\ABC\\DEF\\GHI\\App\\Module\\feature\\src'
import re
start = '\\App\\'
end = '\\feature\\'
print( (str[str.find(start)+len(start):str.rfind(end)]))
print("\n")
output
Module
Your are looking for groups. With some small modificatians you can extract only the part between App and Feature.
(?:App\\\\)([A-Za-z0-9]*)(?:\\\\feature)
The brackets ( ) define a Match group which you can get by match.group(1). Using (?:foo) defines a non-matching group, e.g. one that is not included in your result. Try the expression here: https://regex101.com/r/24mkLO/1
I'm trying to extract two numbers of interest from a string of docket text in a pandas dataframe. Here's an example with a couple of the idiosyncrasies that exist in the data
import pandas as pd
df = pd.DataFrame(["Fee: $ 15,732, and Expenses: $1,520.62."])
I used regexr to test some ideas and the closest I've been able to come up with is something along the lines of
df[0].str.extract("(\${0,2}\s*(\d+[,\.]*){1,5})")
Which returns:
0 1
0 $15,732,, 732,,
The problems I'm running into are making characters optional while capturing the groups (i.e. I don't know how to get rid of the inner parenthesis because if I make it brackets then I get an error). And then ideally I'd be able to match the other set of numbers too.
I used regexr and while I can make regular expressions that match what I want, I'm struggling with the grouping part so that I can capture both while not needing to use a cumbersome function like apply with re.
There are sometimes numbers that show up again later in the report that include dates, other numbers, etc... So I'm trying to find a pretty controlled sequence (Can't get too liberal with the .*'s haha)
The string I ended up writing after the hint provided in the comments is:
\$((?:\d+(?:[,\.])*)+).*?\$((?:\d+(?:[,\.])*)+). The non-matching groups is what I hadn't understood before. I thought non-matching groups meant that it would somehow remove the parts that matched from the group but really what it means is that it's a group of characters that don't count as a group (not that they'll be removed from a group).
I appreciate the feedback I got this post!
I am not sure if the text stays the same across all of the values but you can use the following regex:
r'Fee: \$\s?([\d,.]+), and Expenses:\s*\$\s?([\d,.]+)\.'
returning two matching groups:
15,732
1,520.62
You can also abstract the text:
r'\w+:\s*\$\s?([\d,.]+),(\s*\w+)+:\s*\$\s?([\d,.]+)\.'
with the same result.
You can use
df[0].str.extract(r"(\$\s*\d+(?:[,.]\d+)*)") # To get the first value
df[0].str.extractall(r"(\$\s*\d+(?:[,.]\d+)*)") # To get all values
df[0].str.findall(r"\$\s*\d+(?:[,.]\d+)*") # To get all values
The str.extract pattern is wrapped with a capturing group so that the method could return any value, it requires at least one capturing group in the regex pattern.
The regex matches
\$ - a $ char
\s* - zero or more whitespaces
\d+ - one or more digits
(?:[,.]\d+)* - a non-capturing group matching zero or more repetitions of a comma/dot and then one or more digits.
See the regex demo.
Why doesn't \0 work (i.e. to return the full match) in Python regexp substitutions, i.e. with sub() or match.expand(), while match.group(0) does, and also \1, \2, ... ?
This simple example (executed in Python 3.7) says it all:
import re
subject = '123'
regexp_pattern = r'\d(2)\d'
expand_template_full = r'\0'
expand_template_group = r'\1'
regexp_obj = re.compile(regexp_pattern)
match = regexp_obj.search(subject)
if match:
print('Full match, by method: {}'.format(match.group(0)))
print('Full match, by template: {}'.format(match.expand(expand_template_full)))
print('Capture group 1, by method: {}'.format(match.group(1)))
print('Capture group 1, by template: {}'.format(match.expand(expand_template_group)))
The output from this is:
Full match, by method: 123
Full match, by template:
Capture group 1, by method: 2
Capture group 1, by template: 2
Is there any other sequence I can use in the replacement/expansion template to get the full match? If not, for the love of god, why?
Is this a Python bug?
Huh, you're right, that is annoying!
Fortunately, Python's way ahead of you. The docs for sub say this:
In string-type repl arguments, in addition to the character escapes and backreferences described above, \g<name> will use the substring matched by the group named name, as defined by the (?P<name>...) syntax. \g<number> uses the corresponding group number.... The backreference \g<0> substitutes in the entire substring matched by the RE.
So your code example can be:
import re
subject = '123'
regexp_pattern = r'\d(2)\d'
expand_template_full = r'\g<0>'
regexp_obj = re.compile(regexp_pattern)
match = regexp_obj.search(subject)
if match:
print('Full match, by template: {}'.format(match.expand(expand_template_full)))
You also asked the far more interesting question of "why?". The rationale in the docs explains that you can use this to replace with more than 10 capture groups, because it's not clear whether \10 should be substituted with the 10th group, or with the first capture group followed by a zero, but doesn't explain why \0 doesn't work. I've not been able to find a PEP explaining the rationale, but here's my guess:
We want the repl argument to re.sub to use the same capture group backreferencing syntax as in regex matching. When regex matching, the concept of \0 "backreferencing" to the entire matched string is nonsensical; the hypothetical regex r'A\0' would match an infinitely long string of A characters and nothing else. So we cannot allow \0 to exist as a backreference. If you can't match with a backreference that looks like that, you shouldn't be able to replace with it either.
I can't say I agree with this logic, \g<> is already an arbitrary extension, but it's an argument that I can see someone making.
If you will look into docs, you will find next:
The backreference \g<0> substitutes in the entire substring matched by the RE.
A bit more deep in docs (back in 2003) you will find next tip:
There is a group 0, which is the entire matched pattern, but it can't be referenced with \0; instead, use \g<0>.
So, you need to follow this recommendations and use \g<0>:
expand_template_full = r'\g<0>'
Quoting from https://docs.python.org/3/library/re.html
\number
Matches the contents of the group of the same number. Groups are numbered starting from 1. For example, (.+) \1 matches 'the the' or '55 55', but not 'thethe' (note the space after the group). This special sequence can only be used to match one of the first 99 groups. If the first digit of number is 0, or number is 3 octal digits long, it will not be interpreted as a group match, but as the character with octal value number. Inside the '[' and ']' of a character class, all numeric escapes are treated as characters.
To summarize:
Use \1, \2 up to \99 provided no more digits are present after the numbered backreference
Use \g<0>, \g<1>, etc (not limited to 99) to robustly backreference a group
as far as I know, \g<0> is useful in replacement section to refer to entire matched portion but wouldn't make sense in search section
if you use the 3rd party regex module, then (?0) is useful in search section as well, for example to create recursively matching patterns
I can match pattern as it is. But can I search only part of the pattern? or I have to send it separately again.
e.g. pattern = '/(\w+)/(.+?)'
I can search this pattern using re.search and then use group to get individual groups.
But can I search only for say (\w+) ?
e.g.
pattern = '/(\w+)/(.+?)'
pattern_match = re.search(pattern, string)
print pattern_match.group(1)
Can I just search for part of pattern. e.g. pattern.group(1) or something
You can make any part of a regular expression optional by wrapping it in a non-matching group followed by a ?, i.e. (?: ... )?.
pattern = '/(\w+)(?:/(.+))?'
This will match /abc/def as well as /abc.
In both examples pattern_match.group(1) will be abc, but pattern_match.group(2) will be def in the first one and an empty string in the second one.
For further reference, have a look at (?:x) in the special characters table at https://developer.mozilla.org/en-US/docs/Web/JavaScript/Guide/Regular_Expressions
EDIT
Changed the second group to (.+), since I assume you want to match more than one character. .+ is called a "greedy" match, which will try to match as much as possible. .+? on the other hand is a "lazy" match that will only match the minimum number of characters necessary. In case of /abc/def, this will only match the d from def.
That pattern is merely a character string; send the needed slice however you want. For instance:
re.search(pattern[:6], string)
uses only the first 6 characters of your pattern. If you need to detect the end of the first pattern -- and you have no intervening right-parens -- you can use
rparen_pos = pattern.index(')')
re.search(pattern[:rparen_pos+1], string)
Another possibility is
pat1 = '/(\w+)'
pat2 = '/(.+?)'
big_match = re.search(pat1+pat2, string)
small_match = re.search(pat1, string)
You can get more innovative with expression variables ($1, $2, etc.); see the links below for more help.
http://flockhart.virtualave.net/RBIF0100/regexp.html
https://docs.python.org/2/howto/regex.html
In the following regex r"\g<NAME>\w+", I would like to know that a group named NAME must be used for replacements corresponding to a match.
Which regex matches the wrong use of \g<...> ?
For example, the following code finds any not escaped groups.
p = re.compile(r"(?:[^\\])\\g<(\w+)>")
for m in p.finditer(r"\g<NAME>\w+\\g<ESCAPED>"):
print(m.group(1))
But there is a last problem to solve. How can I manage cases of \g<WRONGUSE\> and\g\<WRONGUSE> ?
As far as I am aware, the only restriction on named capture groups is that you can't put metacharacters in there, such as . \, etc...
Have you come across some kind of problem with named capture groups?
The regex you used, r"illegal|(\g<NAME>\w+)" is only illegal because you referred to a backreference without it being declared earlier in the regex string. If you want to make a named capture group, it is (?P<NAME>regex)
Like this:
>>> import re
>>> string = "sup bro"
>>> re.sub(r"(?P<greeting>sup) bro", r"\g<greeting> mate", string)
'sup mate'
If you wanted to do some kind of analysis on the actual regex string in use, I don't think there is anything inside the re module which can do this natively.
You would need to run another match on the string itself, so, you would put the regex into a string variable and then match something like \(\?P<(.*?)>\) which would give you the named capture group's name.
I hope that is what you are asking for... Let me know.
So, what you want is to get the string of the group name, right?
Maybe you can get it by doing this:
>>> regex = re.compile(r"illegal|(?P<group_name>\w+)")
>>> regex.groupindex
{'group_name': 1}
As you see, groupindex returns a dictionary mapping the group names and their position in the regex. Having that, it is easy to retrieve the string:
>>> # A list of the group names in your regex:
... regex.groupindex.keys()
['group_name']
>>> # The string of your group name:
... regex.groupindex.keys()[0]
'group_name'
Don't know if that is what you were looking for...
Use a negative lookahead?
\\g(?!<\w+>)
This search for any g not followed by <…>, thus a "wrong use".
Thanks to all the comments, I have this solution.
# Good uses.
p = re.compile(r"(?:[^\\])\\g<(\w+)>")
for m in p.finditer(r"</\g\<at__tribut1>\\g<notattribut>>"):
print(m.group(1))
# Bad uses.
p = re.compile(r"(?:[^\\])\\g(?!<\w+>)")
if p.search(r"</\g\<at__tribut1>\\g<notattribut>>"):
print("Wrong use !")