I have an input that is valid if it has this parts:
starts with letters(upper and lower), numbers and some of the following characters (!,#,#,$,?)
begins with = and contains only of numbers
begins with "<<" and may contain anything
example: !!Hel##lo!#=7<<vbnfhfg
what is the right regex expression in python to identify if the input is valid?
I am trying with
pattern= r"([a-zA-Z0-9|!|#|#|$|?]{2,})([=]{1})([0-9]{1})([<]{2})([a-zA-Z0-9]{1,})/+"
but apparently am wrong.
For testing regex I can really recommend regex101. Makes it much easier to understand what your regex is doing and what strings it matches.
Now, for your regex pattern and the example you provided you need to remove the /+ in the end. Then it matches your example string. However, it splits it into four capture groups and not into three as I understand you want to have from your list. To split it into four caputre groups you could use this:
"([a-zA-Z0-9!##$?]{2,})([=]{1}[0-9]+)(<<.*)"
This returns the capture groups:
!!Hel##lo!#
=7
<<vbnfhfg
Notice I simplified your last group a little bit, using a dot instead of the list of characters. A dot matches anything, so change that back to your approach in case you don't want to match special characters.
Here is a link to your regex in regex101: link.
I wish to do as my title said but I cant seem to be able to do it.
string = "tex３５９１．４５" #please be aware that my digit is in half-width
text_temp = re.findall("(\d.)", string)
My current output is:
['３５', '９１', '４５']
My expected output is:
['3591.'] # with the "." at the end of the integer. No matter how many integer infront of this full stop
You need to escape the .:
text_temp = re.findall(r"\d+\.", string)
since . is a special character in regex, which matches any character. Added the + also to match 1 or more digits.
Or if you actually are using 'FULLWIDTH FULL STOP' (U+FF0E) you can just use the special character in the regex without escaping it:
text_temp = re.findall(r"\d+．", string)
You can use this regex along with re.findall to get your desired result
\d(?=.*?．)
will generate individual digits as answer
Demo in regex 101
\d+(?=.*?．)
Demo2
This will generate a bunch of numbers as one string
I used a positive lookahead and a greedy matching to check if there is a full stop after a certain digit and then give output. Hope this helps :).
first time posting, I've lurked for a little while, really excited about the helpful community here.
So, working with "Automate the boring stuff" by Al Sweigart
Doing an exercise that requires I build a regex that finds numbers in standard number format. Three digit, comma, three digits, comma, etc...
So hopefully will match 1,234 and 23,322 and 1,234,567 and 12 but not 1,23,1 or ,,1111, or anything else silly.
I have the following.
import re
testStr = '1,234,343'
matches = []
numComma = re.compile(r'^(\d{1,3})*(,\d{3})*$')
for group in numComma.findall(str(testStr)):
Num = group
print(str(Num) + '-') #Printing here to test each loop
matches.append(str(Num[0]))
#if len(matches) > 0:
# print(''.join(matches))
Which outputs this....
('1', ',343')-
I'm not sure why the middle ",234" is being skipped over. Something wrong with the regex, I'm sure. Just can't seem to wrap my head around this one.
Any help or explanation would be appreciated.
FOLLOW UP EDIT. So after following all your advice that I could assimilate, I got it to work perfectly for several inputs.
import re
testStr = '1,234,343'
numComma = re.compile(r'^(?:\d{1,3})(?:,\d{3})*$')
Num = numComma.findall(testStr)
print(Num)
gives me....
['1,234,343']
Great! BUT! What about when I change the string input to something like
'1,234,343 and 12,345'
Same code returns....
[]
Grrr... lol, this is fun, I must admit.
So the purpose of the exercise is to be able to eventually scan a block of text and pick out all the numbers in this format. Any insight? I thought this would add an additional tuple, not return an empty one...
FOLLOW UP EDIT:
So, a day later(Been busy with 3 daughters and Honey-do lists), I've finally been able to sit down and examine all the help I've received. Here's what I've come up with, and it appears to work flawlessly. Included comments for my own personal understanding. Thanks again for everything, Blckknght, Saleem, mhawke, and BHustus.
My final code:
import re
testStr = '12,454 So hopefully will match 1,234 and 23,322 and 1,234,567 and 12 but not 1,23,1 or ,,1111, or anything else silly.'
numComma = re.compile(r'''
(?:(?<=^)|(?<=\s)) # Looks behind the Match for start of line and whitespace
((?:\d{1,3}) # Matches on groups of 1-3 numbers.
(?:,\d{3})*) # Matches on groups of 3 numbers preceded by a comma
(?=\s|$)''', re.VERBOSE) # Looks ahead of match for end of line and whitespace
Num = numComma.findall(testStr)
print(Num)
Which returns:
['12,454', '1,234', '23,322', '1,234,567', '12']
Thanks again! I have had such a positive first posting experience here, amazing. =)
The issue is due to the fact you're using a repeated capturing group, (,\d{3})* in your pattern. Python's regex engine will match that against both the thousands and ones groups of your number, but only the last repetition will be captured.
I suspect you want to use non-capturing groups instead. Add ?: to the start of each set of parentheses (I'd also recommend, on general principle, to use a raw string, though you don't have escaping issues in your current pattern):
numComma = re.compile(r'^(?:\d{1,3})(?:,\d{3})*$')
Since there are no groups being captured, re.findall will return the whole matched text, which I think is what you wanted. You can also use re.find or re.search and call the group() method on the returned match object to get the whole matched text.
The problem is:
A regex match will return a tuple item for each group. However, it is important to distinguish a group from a capture. Since you only have two parenthese-delimited groups, the matches will always be tuples of two: the first group, and the second. But the second group matches twice.
1: first group, captured
,234: second group, captured
,343: also second group, which means it overwrites ,234.
Unfortunately, it seems that vanilla Python does not have a way to access any captures of a group other than the last one in a manner similar to .NET's regex implementation. However, if you are only interested in getting the specific number, your best bet would be to use re.search(number). If it returns a non-None value, then the input string is a valid number. Otherwise, it is not.
Additionally: A test on your regex. Note that, as Paul Hankin stated, test cases 6 and 7 match even though they shouldn't, due to the first * following the first capturing group, which will make the initial group match any number of times. Otherwise, your regex is correct. Fixed version.
RESPONSE TO EDIT:
The reason now that your regex returns an empty set on ' and ' is because of the ^ and $ anchors in your regex. The ^ anchor, at the start of the regex, says 'this point needs to be at the start of a string'. The $ is its counterpart, saying 'This needs to be at the end of the string'. This is good if you want your entire string from start to end to match the pattern, but if you want to pick out multiple numbers, you should do away with them.
HOWEVER!
If you leave the regex in its current form sans anchors, it will now match the individual elements of 1,23,45 as separate numbers. So for this we need to add a zero-width positive lookahead assertion and say, 'make sure that after this number is either whitespace or the end of a line'. You can see the change here. The tail end, (?=\s|$), is our lookahead assertion: it doesn't capture anything, but just makes sure criteria or met, in this case whitespace (\s) or (|) the end of a line ($).
BUT: In a similar vein, the previous regex would have matched 2 onward in "1234,567", giving us the number "234,567", which would be bad. So we use a lookbehind assertion similar to our lookahead at the end: (?<!^|\s), only match if at the beginning of the string or there is whitespace before the number. This version can be found here, and should soundly satisfy any non-decimal number related needs.
Try:
import re
p = re.compile(ur'(?:(?<=^)|(?<=\s))((?:\d{1,3})(?:,\d{3})*)(?=\s|$)', re.DOTALL)
test_str = """1,234 and 23,322 and 1,234,567 1,234,567,891 200 and 12 but
not 1,23,1 or ,,1111, or anything else silly"""
for m in re.findall(p, test_str):
print m
and it's output will be
1,234
23,322
1,234,567
1,234,567,891
200
12
You can see demo here
This regex, would match any valid number, and would never match an invalid number:
(?<=^|\s)(?:(?:0|[1-9][0-9]{0,2}(?:,[0-9]{3})*))(?=\s|$)
https://regex101.com/r/dA4yB1/1
I am currently having trouble removing the end of strings using regex. I have tried using .partition with unsuccessful results. I am now trying to use regex unsuccessfully. All the strings follow the format of some random words **X*.* Some more words. Where * is a digit and X is a literal X. For Example 21X2.5. Everything after this dynamic string should be removed. I am trying to use re.sub('\d\d\X\d.\d', string). Can someone point me in the right direction with regex and how to split the string?
The expected output should read:
some random words 21X2.5
Thanks!
Use following regex:
re.search("(.*?\d\dX\d\.\d)", "some random words 21X2.5 Some more words").groups()[0]
Output:
'some random words 21X2.5'
Your regex is not correct. The biggest problem is that you need to escape the period. Otherwise, the regex treats the period as a match to any character. To match just that pattern, you can use something like:
re.findall('[\d]{2}X\d\.\d', 'asb12X4.4abc')
[\d]{2} matches a sequence of two integers, X matches the literal X, \d matches a single integer, \. matches the literal ., and \d matches the final integer.
This will match and return only 12X4.4.
It sounds like you instead want to remove everything after the matched expression. To get your desired output, you can do something like:
re.split('(.*?[\d]{2}X\d\.\d)', 'some random words 21X2.5 Some more words')[1]
which will return some random words 21X2.5. This expression pulls everything before and including the matched regex and returns it, discarding the end.
Let me know if this works.
To remove everything after the pattern, i.e do exactly as you say...:
s = re.sub(r'(\d\dX\d\.\d).*', r'\1', s)
Of course, if you mean something else than what you said, something different will be needed! E.g if you want to also remove the pattern itself, not just (as you said) what's after it:
s = re.sub(r'\d\dX\d\.\d.*', r'', s)
and so forth, depending on what, exactly, are your specs!-)
I am just learning regex and I'm a bit confused here. I've got a string from which I want to extract an int with at least 4 digits and at most 7 digits. I tried it as follows:
>>> import re
>>> teststring = 'abcd123efg123456'
>>> re.match(r"[0-9]{4,7}$", teststring)
Where I was expecting 123456, unfortunately this results in nothing at all. Could anybody help me out a little bit here?
#ExplosionPills is correct, but there would still be two problems with your regex.
First, $ matches the end of the string. I'm guessing you'd like to be able to extract an int in the middle of the string as well, e.g. abcd123456efg789 to return 123456. To fix that, you want this:
r"[0-9]{4,7}(?![0-9])"
^^^^^^^^^
The added portion is a negative lookahead assertion, meaning, "...not followed by any more numbers." Let me simplify that by the use of \d though:
r"\d{4,7}(?!\d)"
That's better. Now, the second problem. You have no constraint on the left side of your regex, so given a string like abcd123efg123456789, you'd actually match 3456789. So, you need a negative lookbehind assertion as well:
r"(?<!\d)\d{4,7}(?!\d)"
.match will only match if the string starts with the pattern. Use .search.
You can also use:
re.findall(r"[0-9]{4,7}", teststring)
Which will return a list of all substrings that match your regex, in your case ['123456']
If you're interested in just the first matched substring, then you can write this as:
next(iter(re.findall(r"[0-9]{4,7}", teststring)), None)