I have a string of type "animal cat dog" and I am trying to extract animal from it.
Following this example, I tried using re.search (and also re.match later), however that didn't produce the result I expected. The if statement would go through but groups() would be empty.
The code I had:
string = "fox cat dog"
regex = "\S+ cat dog\s*"
m = re.search(regex, string)
if m:
temp = m.group(1)
I tried printing out m and m.groups() and they had the following values:
m: <_sre.SRE_Match object at 0x000000002009A920>
m.groups(): ()
I found a way around the problem by using substrings and .find() but I am very curious what was wrong with my original code.
Any help would be appreciated. Thank you!
You just need to add a parenthesis to the group you want. Like so:
string = "fox cat dog"
regex = "(\S+) cat dog\s*"
# ~~~~~~Note the parenthesis there
m = re.search(regex, string)
if m:
temp = m.group(1)
You may want to check the documentation for more information:
(...) Matches whatever regular expression is inside the parentheses,
and indicates the start and end of a group; the contents of a group
can be retrieved after a match has been performed, and can be matched
later in the string with the \number special sequence, described
below. To match the literals '(' or ')', use \( or \), or enclose them
inside a character class: [(] [)].
Related
Given:
lst = ['(abc): my name is ?123']
I'm trying to return everything from ': ' till the end of lst[0], for that I tried a regex expression:
result = re.search(r': (.*?)', lst[0]).group(1)
It returns an empty string.
How can this be done using regex correctly?
Expected output :
'my name is ?123'
Resources used : Regex wiki
The issue is that you made your .* lazy by placing ? at the end. Lazy means match as little as possible, for a valid match. In this case, since your pattern does not have anything to match beyond the (.*?), the regex engine is matching empty string. Just use (.*), the non lazy version, and it will work.
lst = ['(abc): my name is ?123']
result = re.search(r': (.*)', lst[0]).group(1)
print(result)
This prints:
my name is ?123
I have a relatively complex string that contains a bunch of data. I am trying to extract the relevant pieces of the string using a regex command. The portions I am interested in are contained in square brackets, like this:
s = '"data":["value":3.44}] lol haha "data":["value":55.34}]
"data":["value":2.44}] lol haha "data":["value":56.34}]'
And the regex expression I have built is as follows:
l = re.findall(r'\"data\"\:.*(\[.*\])', s)
I was expecting this to return
['["value":3.44}]', '["value":55.34}]', '["value":2.44}]', '["value":56.34}]']
But instead all I get is the last one, i.e.,
['["value":56.34}]']
How can I catch 'em all?
It's because quantifiers are greedy by default. So .* will match everything between the first "data": and the last [, so there's only one [...] left to match.
Use non-greedy quantifiers by adding ?.
l = re.findall(r'\"data\"\:.*?(\[.*?\])', s)
You can also use finditer to extract the relevant content iteratively:
import re
s = '"data":["value":3.44}] lol haha "data":["value":55.34}] "data":["value":2.44}] lol haha "data":["value":56.34}]'
for m in re.finditer(r'(\[.*?\])', s):
print m.group(1)
OUTPUT
["value":3.44}]
["value":55.34}]
["value":2.44}]
["value":56.34}]
I was in IDLE, and decided to use regex to sort out a string. But when I typed in what the online tutorial told me to, all it would do was print:
<_sre.SRE_Match object at 0x00000000031D7E68>
Full program:
import re
reg = re.compile("[a-z]+8?")
str = "ccc8"
print(reg.match(str))
result:
<_sre.SRE_Match object at 0x00000000031D7ED0>
Could anybody tell me how to actually print the result?
You need to include .group() after to the match function so that it would print the matched string otherwise it shows only whether a match happened or not. To print the chars which are captured by the capturing groups, you need to pass the corresponding group index to the .group() function.
>>> import re
>>> reg = re.compile("[a-z]+8?")
>>> str = "ccc8"
>>> print(reg.match(str).group())
ccc8
Regex with capturing group.
>>> reg = re.compile("([a-z]+)8?")
>>> print(reg.match(str).group(1))
ccc
re.match(pattern, string, flags=0)
If zero or more characters at the beginning of string match the regular expression pattern, return a corresponding MatchObject instance. Return None if the string does not match the pattern; note that this is different from a zero-length match.
Note that even in MULTILINE mode, re.match() will only match at the beginning of the string and not at the beginning of each line.
If you need to get the whole match value, you should use
m = reg.match(r"[a-z]+8?", text)
if m: # Always check if a match occurred to avoid NoneType issues
print(m.group()) # Print the match string
If you need to extract a part of the regex match, you need to use capturing groups in your regular expression. Enclose those patterns with a pair of unescaped parentheses.
To only print captured group results, use Match.groups:
Return a tuple containing all the subgroups of the match, from 1 up to however many groups are in the pattern. The default argument is used for groups that did not participate in the match; it defaults to None.
So, to get ccc and 8 and display only those, you may use
import re
reg = re.compile("([a-z]+)(8?)")
s = "ccc8"
m = reg.match(s)
if m:
print(m.groups()) # => ('ccc', '8')
See the Python demo
How would I go about using regx to return all characters between two brackets.
Here is an example:
foobar['infoNeededHere']ddd
needs to return infoNeededHere
I found a regex to do it between curly brackets but all attempts at making it work with square brackets have failed. Here is that regex: (?<={)[^}]*(?=}) and here is my attempt to hack it
(?<=[)[^}]*(?=])
Final Solution:
import re
str = "foobar['InfoNeeded'],"
match = re.match(r"^.*\['(.*)'\].*$",str)
print match.group(1)
If you're new to REG(gular) EX(pressions) you learn about them at Python Docs. Or, if you want a gentler introduction, you can check out the HOWTO. They use Perl-style syntax.
Regex
The expression that you need is .*?\[(.*)\].*. The group that you want will be \1.
- .*?: . matches any character but a newline. * is a meta-character and means Repeat this 0 or more times. ? makes the * non-greedy, i.e., . will match up as few chars as possible before hitting a '['.
- \[: \ escapes special meta-characters, which in this case, is [. If we didn't do that, [ would do something very weird instead.
- (.*): Parenthesis 'groups' whatever is inside it and you can later retrieve the groups by their numeric IDs or names (if they're given one).
- \].*: You should know enough by now to know what this means.
Implementation
First, import the re module -- it's not a built-in -- to where-ever you want to use the expression.
Then, use re.search(regex_pattern, string_to_be_tested) to search for the pattern in the string to be tested. This will return a MatchObject which you can store to a temporary variable. You should then call it's group() method and pass 1 as an argument (to see the 'Group 1' we captured using parenthesis earlier). I should now look like:
>>> import re
>>> pat = r'.*?\[(.*)].*' #See Note at the bottom of the answer
>>> s = "foobar['infoNeededHere']ddd"
>>> match = re.search(pat, s)
>>> match.group(1)
"'infoNeededHere'"
An Alternative
You can also use findall() to find all the non-overlapping matches by modifying the regex to (?>=\[).+?(?=\]).
- (?<=\[): (?<=) is called a look-behind assertion and checks for an expression preceding the actual match.
- .+?: + is just like * except that it matches one or more repititions. It is made non-greedy by ?.
- (?=\]): (?=) is a look-ahead assertion and checks for an expression following the match w/o capturing it.
Your code should now look like:
>>> import re
>>> pat = r'(?<=\[).+?(?=\])' #See Note at the bottom of the answer
>>> s = "foobar['infoNeededHere']ddd[andHere] [andOverHereToo[]"
>>> re.findall(pat, s)
["'infoNeededHere'", 'andHere', 'andOverHereToo[']
Note: Always use raw Python strings by adding an 'r' before the string (E.g.: r'blah blah blah').
10x for reading! I wrote this answer when there were no accepted ones yet, but by the time I finished it, 2 ore came up and one got accepted. :( x<
^.*\['(.*)'\].*$ will match a line and capture what you want in a group.
You have to escape the [ and ] with \
The documentation at the rubular.com proof link will explain how the expression is formed.
If there's only one of these [.....] tokens per line, then you don't need to use regular expressions at all:
In [7]: mystring = "Bacon, [eggs], and spam"
In [8]: mystring[ mystring.find("[")+1 : mystring.find("]") ]
Out[8]: 'eggs'
If there's more than one of these per line, then you'll need to modify Jarrod's regex ^.*\['(.*)'\].*$ to match multiple times per line, and to be non greedy. (Use the .*? quantifier instead of the .* quantifier.)
In [15]: mystring = "[Bacon], [eggs], and [spam]."
In [16]: re.findall(r"\[(.*?)\]",mystring)
Out[16]: ['Bacon', 'eggs', 'spam']
I'm using Python to write a regular expression for replacing parts of the string with a XML node.
The source string looks like:
Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace
And the result string should be like:
Hello
<replace name="str1"> this is to replace </replace>
<replace name="str2"> this is to replace </replace>
Can anyone help me?
What makes your problem a little bit tricky is that you want to match inside of a multiline string. You need to use the re.MULTILINE flag to make that work.
Then, you need to match some groups inside your source string, and use those groups in the final output. Here is code that works to solve your problem:
import re
s_pat = "^\s*REPLACE\(([^)]+)\)(.*)$"
pat = re.compile(s_pat, re.MULTILINE)
s_input = """\
Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace"""
def mksub(m):
return '<replace name="%s">%s</replace>' % m.groups()
s_output = re.sub(pat, mksub, s_input)
The only tricky part is the regular expression pattern. Let's look at it in detail.
^ matches the start of a string. With re.MULTILINE, this matches the start of a line within a multiline string; in other words, it matches right after a newline in the string.
\s* matches optional whitespace.
REPLACE matches the literal string "REPLACE".
\( matches the literal string "(".
( begins a "match group".
[^)] means "match any character but a ")".
+ means "match one or more of the preceding pattern.
) closes a "match group".
\) matches the literal string ")"
(.*) is another match group containing ".*".
$ matches the end of a string. With re.MULTILINE, this matches the end of a line within a multiline string; in other words, it matches a newline character in the string.
. matches any character, and * means to match zero or more of the preceding pattern. Thus .* matches anything, up to the end of the line.
So, our pattern has two "match groups". When you run re.sub() it will make a "match object" which will be passed to mksub(). The match object has a method, .groups(), that returns the matched substrings as a tuple, and that gets substituted in to make the replacement text.
EDIT: You actually don't need to use a replacement function. You can put the special string \1 inside the replacement text, and it will be replaced by the contents of match group 1. (Match groups count from 1; the special match group 0 corresponds the the entire string matched by the pattern.) The only tricky part of the \1 string is that \ is special in strings. In a normal string, to get a \, you need to put two backslashes in a row, like so: "\\1" But you can use a Python "raw string" to conveniently write the replacement pattern. Doing so you get this:
import re
s_pat = "^\s*REPLACE\(([^)]+)\)(.*)$"
pat = re.compile(s_pat, re.MULTILINE)
s_repl = r'<replace name="\1">\2</replace>'
s_input = """\
Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace"""
s_output = re.sub(pat, s_repl, s_input)
Here is an excellent tutorial on how to write regular expressions in Python.
Here is a solution using pyparsing. I know you specifically asked about a regex solution, but if your requirements change, you might find it easier to expand a pyparsing parser. Or a pyparsing prototype solution might give you a little more insight into the problem leading toward a regex or other final implementation.
src = """\
Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace
"""
from pyparsing import Suppress, Word, alphas, alphanums, restOfLine
LPAR,RPAR = map(Suppress,"()")
ident = Word(alphas, alphanums)
replExpr = "REPLACE" + LPAR + ident("name") + RPAR + restOfLine("body")
replExpr.setParseAction(
lambda toks : '<replace name="%(name)s">%(body)s </replace>' % toks
)
print replExpr.transformString(src)
In this case, you create the expression to be matched with pyparsing, define a parse action to do the text conversion, and then call transformString to scan through the input source to find all the matches, apply the parse action to each match, and return the resulting output. The parse action serves a similar function to mksub in #steveha's solution.
In addition to the parse action, pyparsing also supports naming individual elements of the expression - I used "name" and "body" to label the two parts of interest, which are represented in the re solution as groups 1 and 2. You can name groups in an re, the corresponding re would look like:
s_pat = "^\s*REPLACE\((?P<name>[^)]+)\)(?P<body>.*)$"
Unfortunately, to access these groups by name, you have to invoke the group() method on the re match object, you can't directly do the named string interpolation as in my lambda parse action. But this is Python, right? We can wrap that callable with a class that will give us dict-like access to the groups by name:
class CallableDict(object):
def __init__(self,fn):
self.fn = fn
def __getitem__(self,name):
return self.fn(name)
def mksub(m):
return '<replace name="%(name)s">%(body)s</replace>' % CallableDict(m.group)
s_output = re.sub(pat, mksub, s_input)
Using CallableDict, the string interpolation in mksub can now call m.group for each field, by making it look like we are retrieving the ['name'] and ['body'] elements of a dict.
Maybe like this ?
import re
mystr = """Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace"""
prog = re.compile(r'REPLACE\((.*?)\)\s(.*)')
for line in mystr.split("\n"):
print prog.sub(r'< replace name="\1" > \2',line)
Something like this should work:
import re,sys
f = open( sys.argv[1], 'r' )
for i in f:
g = re.match( r'REPLACE\((.*)\)(.*)', i )
if g is None:
print i
else:
print '<replace name=\"%s\">%s</replace>' % (g.group(1),g.group(2))
f.close()
import re
a="""Hello
REPLACE(str1) this is to replace
REPLACE(str2) this is to replace"""
regex = re.compile(r"^REPLACE\(([^)]+)\)\s+(.*)$", re.MULTILINE)
b=re.sub(regex, r'< replace name="\1" > \2 < /replace >', a)
print b
will do the replace in one line.