Using regex to extract information from string - python

I am trying to write a regex in Python to extract some information from a string.
Given:
"Only in Api_git/Api/folder A: new.txt"
I would like to print:
Folder Path: Api_git/Api/folder A
Filename: new.txt
After having a look at some examples on the re manual page, I'm still a bit stuck.
This is what I've tried so far
m = re.match(r"(Only in ?P<folder_path>\w+:?P<filename>\w+)","Only in Api_git/Api/folder A: new.txt")
print m.group('folder_path')
print m.group('filename')
Can anybody point me in the right direction??

Get the matched group from index 1 and 2 using capturing groups.
^Only in ([^:]*): (.*)$
Here is demo
sample code:
import re
p = re.compile(ur'^Only in ([^:]*): (.*)$')
test_str = u"Only in Api_git/Api/folder A: new.txt"
re.findall(p, test_str)
If you want to print in the below format then try with substitution.
Folder Path: Api_git/Api/folder A
Filename: new.txt
DEMO
sample code:
import re
p = re.compile(ur'^Only in ([^:]*): (.*)$')
test_str = u"Only in Api_git/Api/folder A: new.txt"
subst = u"Folder Path: $1\nFilename: $2"
result = re.sub(p, subst, test_str)

Your pattern: (Only in ?P<folder_path>\w+:?P<filename>\w+) has a few flaws in it.
The ?P construct is only valid as the first bit inside a parenthesized expression,
so we need this.
(Only in (?P<folder_path>\w+):(?P<filename>\w+))
The \w character class is only for letters and underscores. It won't match / or ., for example. We need to use a different character class that more closely aligns with requirements. In fact, we can just use ., the class of nearly all characters:
(Only in (?P<folder_path>.+):(?P<filename>.+))
The colon has a space after it in your example text. We need to match it:
(Only in (?P<folder_path>.+): (?P<filename>.+))
The outermost parentheses are not needed. They aren't wrong, just not needed:
Only in (?P<folder_path>.+): (?P<filename>.+)
It is often convenient to provide the regular expression separate from the call to the regular expression engine. This is easily accomplished by creating a new variable, for example:
regex = r'Only in (?P<folder_path>.+): (?P<filename>.+)'
... # several lines later
m = re.match(regex, "Only in Api_git/Api/folder A: new.txt")
The above is purely for the convenience of the programmer: it neither saves nor squanders time or memory space. There is, however, a technique that can save some of the time involved in regular expressions: compiling.
Consider this code segment:
regex = r'Only in (?P<folder_path>.+): (?P<filename>.+)'
for line in input_file:
m = re.match(regex, line)
...
For each iteration of the loop, the regular expression engine must interpret the regular expression and apply it to the line variable. The re module allows us to separate the interpretation from the application; we can interpret once but apply several times:
regex = re.compile(r'Only in (?P<folder_path>.+): (?P<filename>.+)')
for line in input_file:
m = re.match(regex, line)
...
Now, your original program should look like this:
regex = re.compile(r'Only in (?P<folder_path>.+): (?P<filename>.+)')
m = re.match(regex, "Only in Api_git/Api/folder A: new.txt")
print m.group('folder_path')
print m.group('filename')
However, I'm a fan of using comments to explain regular expressions. My version, including some general cleanup, looks like this:
import re
regex = re.compile(r'''(?x) # Verbose
Only\ in\ # Literal match
(?P<folder_path>.+) # match longest sequence of anything, and put in 'folder_path'
:\ # Literal match
(?P<filename>.+) # match longest sequence of anything and put in 'filename'
''')
with open('diff.out') as input_file:
for line in input_file:
m = re.match(regex, line)
if m:
print m.group('folder_path')
print m.group('filename')

It really depends on the limitation of the input, if this is the only input this will do the trick.
^Only in (?P<folder_path>[a-zA-Z_/ ]*): (?P<filename>[a-z]*.txt)$

Related

Split string if separator is not in-between two characters

I want to write a script that reads from a csv file and splits each line by comma except any commas in-between two specific characters.
In the below code snippet I would like to split line by commas except the commas in-between two $s.
line = "$abc,def$,$ghi$,$jkl,mno$"
output = line.split(',')
for o in output:
print(o)
How do I write output = line.split(',') so that I get the following terminal output?
~$ python script.py
$abc,def$
$ghi$
$jkl,mno$
You can do this with a regular expression:
In re, the (?<!\$) will match a character not immediately following a $.
Similarly, a (?!\$) will match a character not immediately before a dollar.
The | character cam match multiple options. So to match a character where either side is not a $ you can use:
expression = r"(?<!\$),|,(?!\$)"
Full program:
import re
expression = r"(?<!\$),|,(?!\$)"
print(re.split(expression, "$abc,def$,$ghi$,$jkl,mno$"))
One solution (maybe not the most elegant but it will work) is to replace the string $,$ with something like $,,$ and then split ,,. So something like this
output = line.replace('$,$','$,,$').split(',,')
Using regex like mousetail suggested is the more elegant and robust solution but requires knowing regex (not that anyone KNOWS regex)
Try regular expressions:
import re
line = "$abc,def$,$ghi$,$jkl,mno$"
output = re.findall(r"\$(.*?)\$", line)
for o in output:
print('$'+o+'$')
$abc,def$
$ghi$
$jkl,mno$
First, you can identify a character that is not used in that line:
c = chr(max(map(ord, line)) + 1)
Then, you can proceed as follows:
line.replace('$,$', f'${c}$').split(c)
Here is your example:
>>> line = '$abc,def$,$ghi$,$jkl,mno$'
>>> c = chr(max(map(ord, line)) + 1)
>>> result = line.replace('$,$', f'${c}$').split(c)
>>> print(*result, sep='\n')
$abc,def$
$ghi$
$jkl,mno$

How to extract function name python regex

Hello I am trying to extract the function name in python using Regex however I am new to Python and nothing seems to be working for me. For example: if i have a string "def myFunction(s): ...." I want to just return myFunction
import re
def extractName(s):
string = []
regexp = re.compile(r"\s*(def)\s+\([^\)]*\)\s*{?\s*")
for m in regexp.finditer(s):
string += [m.group()]
return string
Assumption: You want the name myFunction from "...def myFunction(s):..."
I find something missing in your regex and the way it is structured.
\s*(def)\s+\([^\)]*\)\s*{?\s*
Lets look at it step by step:
\s*: match to zero or more white spaces.
(def): match to the word def.
\s+: match to one or more white spaces.
\([^\)]*\): match to balanced ()
\s*: match to zero or more white spaces.
After that pretty much doesn't matter if you are going for just the name of the function. You are not matching the exact thing you want out of the regex.
You can try this regex if you are interested in doing it by regex:
\s*(def)\s([a-zA-Z]*)\([a-zA-z]*\)
Now the way I have structured the regex, you will get def myFunction(s) in group0, def in group1 and myFunction in group2. So you can use the following code to get you result:
import re
def extractName(s):
string = ""
regexp = re.compile(r"(def)\s([a-zA-Z]*)\([a-zA-z]*\)")
for m in regexp.finditer(s):
string += m.group(2)
return string
You can check your regex live by going on this site.
Hope it helps!

Python regular expression not matching

This is one of those things where I'm sure I'm missing something simple, but... In the sample program below, I'm trying to use Python's RE library to parse the string "line" to get the floating-point number just before the percent sign, i.e. "90.31". But the code always prints "no match".
I've tried a couple other regular expressions as well, all with the same result. What am I missing?
#!/usr/bin/python
import re
line = ' 0 repaired, 90.31% done'
pct_re = re.compile(' (\d+\.\d+)% done$')
#pct_re = re.compile(', (.+)% done$')
#pct_re = re.compile(' (\d+.*)% done$')
match = pct_re.match(line)
if match: print 'got match, pct=' + match.group(1)
else: print 'no match'
match only matches from the beginning of the string. Your code works fine if you do pct_re.search(line) instead.
You should use re.findall instead:
>>> line = ' 0 repaired, 90.31% done'
>>>
>>> pattern = re.compile("\d+[.]\d+(?=%)")
>>> re.findall(pattern, line)
['90.31']
re.match will match at the start of the string. So you would need to build the regex for complete string.
try this if you really want to use match:
re.match(r'.*(\d+\.\d+)% done$', line)
r'...' is a "raw" string ignoring some escape sequences, which is a good practice to use with regexp in python. – kratenko (see comment below)

python regex for repeating string

I am wanting to verify and then parse this string (in quotes):
string = "start: c12354, c3456, 34526; other stuff that I don't care about"
//Note that some codes begin with 'c'
I would like to verify that the string starts with 'start:' and ends with ';'
Afterward, I would like to have a regex parse out the strings. I tried the following python re code:
regx = r"start: (c?[0-9]+,?)+;"
reg = re.compile(regx)
matched = reg.search(string)
print ' matched.groups()', matched.groups()
I have tried different variations but I can either get the first or the last code but not a list of all three.
Or should I abandon using a regex?
EDIT: updated to reflect part of the problem space I neglected and fixed string difference.
Thanks for all the suggestions - in such a short time.
In Python, this isn’t possible with a single regular expression: each capture of a group overrides the last capture of that same group (in .NET, this would actually be possible since the engine distinguishes between captures and groups).
Your easiest solution is to first extract the part between start: and ; and then using a regular expression to return all matches, not just a single match, using re.findall('c?[0-9]+', text).
You could use the standard string tools, which are pretty much always more readable.
s = "start: c12354, c3456, 34526;"
s.startswith("start:") # returns a boolean if it starts with this string
s.endswith(";") # returns a boolean if it ends with this string
s[6:-1].split(', ') # will give you a list of tokens separated by the string ", "
This can be done (pretty elegantly) with a tool like Pyparsing:
from pyparsing import Group, Literal, Optional, Word
import string
code = Group(Optional(Literal("c"), default='') + Word(string.digits) + Optional(Literal(","), default=''))
parser = Literal("start:") + OneOrMore(code) + Literal(";")
# Read lines from file:
with open('lines.txt', 'r') as f:
for line in f:
try:
result = parser.parseString(line)
codes = [c[1] for c in result[1:-1]]
# Do something with teh codez...
except ParseException exc:
# Oh noes: string doesn't match!
continue
Cleaner than a regular expression, returns a list of codes (no need to string.split), and ignores any extra characters in the line, just like your example.
import re
sstr = re.compile(r'start:([^;]*);')
slst = re.compile(r'(?:c?)(\d+)')
mystr = "start: c12354, c3456, 34526; other stuff that I don't care about"
match = re.match(sstr, mystr)
if match:
res = re.findall(slst, match.group(0))
results in
['12354', '3456', '34526']

How can I get part of regex match as a variable in python?

In Perl it is possible to do something like this (I hope the syntax is right...):
$string =~ m/lalala(I want this part)lalala/;
$whatIWant = $1;
I want to do the same in Python and get the text inside the parenthesis in a string like $1.
If you want to get parts by name you can also do this:
>>> m = re.match(r"(?P<first_name>\w+) (?P<last_name>\w+)", "Malcom Reynolds")
>>> m.groupdict()
{'first_name': 'Malcom', 'last_name': 'Reynolds'}
The example was taken from the re docs
See: Python regex match objects
>>> import re
>>> p = re.compile("lalala(I want this part)lalala")
>>> p.match("lalalaI want this partlalala").group(1)
'I want this part'
import re
astr = 'lalalabeeplalala'
match = re.search('lalala(.*)lalala', astr)
whatIWant = match.group(1) if match else None
print(whatIWant)
A small note: in Perl, when you write
$string =~ m/lalala(.*)lalala/;
the regexp can match anywhere in the string. The equivalent is accomplished with the re.search() function, not the re.match() function, which requires that the pattern match starting at the beginning of the string.
import re
data = "some input data"
m = re.search("some (input) data", data)
if m: # "if match was successful" / "if matched"
print m.group(1)
Check the docs for more.
there's no need for regex. think simple.
>>> "lalala(I want this part)lalala".split("lalala")
['', '(I want this part)', '']
>>> "lalala(I want this part)lalala".split("lalala")[1]
'(I want this part)'
>>>
import re
match = re.match('lalala(I want this part)lalala', 'lalalaI want this partlalala')
print match.group(1)
import re
string_to_check = "other_text...lalalaI want this partlalala...other_text"
p = re.compile("lalala(I want this part)lalala") # regex pattern
m = p.search(string_to_check) # use p.match if what you want is always at beginning of string
if m:
print m.group(1)
In trying to convert a Perl program to Python that parses function names out of modules, I ran into this problem, I received an error saying "group" was undefined. I soon realized that the exception was being thrown because p.match / p.search returns 0 if there is not a matching string.
Thus, the group operator cannot function on it. So, to avoid an exception, check if a match has been stored and then apply the group operator.
import re
filename = './file_to_parse.py'
p = re.compile('def (\w*)') # \w* greedily matches [a-zA-Z0-9_] character set
for each_line in open(filename,'r'):
m = p.match(each_line) # tries to match regex rule in p
if m:
m = m.group(1)
print m

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