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What is this?
This is a collection of common Q&A. This is also a Community Wiki, so everyone is invited to participate in maintaining it.
Why is this?
regex is suffering from give me ze code type of questions and poor answers with no explanation. This reference is meant to provide links to quality Q&A.
What's the scope?
This reference is meant for the following languages: php, perl, javascript, python, ruby, java, .net.
This might be too broad, but these languages share the same syntax. For specific features there's the tag of the language behind it, example:
What are regular expression Balancing Groups? .net
The Stack Overflow Regular Expressions FAQ
See also a lot of general hints and useful links at the regex tag details page.
Online tutorials
RegexOne ↪
Regular Expressions Info ↪
Quantifiers
Zero-or-more: *:greedy, *?:reluctant, *+:possessive
One-or-more: +:greedy, +?:reluctant, ++:possessive
?:optional (zero-or-one)
Min/max ranges (all inclusive): {n,m}:between n & m, {n,}:n-or-more, {n}:exactly n
Differences between greedy, reluctant (a.k.a. "lazy", "ungreedy") and possessive quantifier:
Greedy vs. Reluctant vs. Possessive Quantifiers
In-depth discussion on the differences between greedy versus non-greedy
What's the difference between {n} and {n}?
Can someone explain Possessive Quantifiers to me? php, perl, java, ruby
Emulating possessive quantifiers .net
Non-Stack Overflow references: From Oracle, regular-expressions.info
Character Classes
What is the difference between square brackets and parentheses?
[...]: any one character, [^...]: negated/any character but
[^] matches any one character including newlines javascript
[\w-[\d]] / [a-z-[qz]]: set subtraction .net, xml-schema, xpath, JGSoft
[\w&&[^\d]]: set intersection java, ruby 1.9+
[[:alpha:]]:POSIX character classes
[[:<:]] and [[:>:]] Word boundaries
Why do [^\\D2], [^[^0-9]2], [^2[^0-9]] get different results in Java? java
Shorthand:
Digit: \d:digit, \D:non-digit
Word character (Letter, digit, underscore): \w:word character, \W:non-word character
Whitespace: \s:whitespace, \S:non-whitespace
Unicode categories (\p{L}, \P{L}, etc.)
Escape Sequences
Horizontal whitespace: \h:space-or-tab, \t:tab
Newlines:
\r, \n:carriage return and line feed
\R:generic newline php java-8
Negated whitespace sequences: \H:Non horizontal whitespace character, \V:Non vertical whitespace character, \N:Non line feed character pcre php5 java-8
Other: \v:vertical tab, \e:the escape character
Anchors
anchor
matches
flavors
^
Start of string
Common*
^
Start of line
Commonm
$
End of line
Commonm
$
End of text
Common* except javascript
$
Very end of string
javascript*, phpD
\A
Start of string
Common except javascript
\Z
End of text
Common except javascript python
\Z
Very end of string
python
\z
Very end of string
Common except javascript python
\b
Word boundary
Common
\B
Not a word boundary
Common
\G
End of previous match
Common except javascript, python
Term
Definition
Start of string
At the very start of the string.
Start of line
At the very start of the string, andafter a non-terminal line terminator.
Very end of string
At the very end of the string.
End of text
At the very end of the string, andat a terminal line terminator.
End of line
At the very end of the string, andat a line terminator.
Word boundary
At a word character not preceded by a word character, andat a non-word character not preceded by a non-word character.
End of previous match
At a previously set position, usually where a previous match ended.At the very start of the string if no position was set.
"Common" refers to the following: icu java javascript .net objective-c pcre perl php python swift ruby
* Default |
m Multi-line mode. |
D Dollar end only mode.
Groups
(...):capture group, (?:):non-capture group
Why is my repeating capturing group only capturing the last match?
\1:backreference and capture-group reference, $1:capture group reference
What's the meaning of a number after a backslash in a regular expression?
\g<1>123:How to follow a numbered capture group, such as \1, with a number?: python
What does a subpattern (?i:regex) mean?
What does the 'P' in (?P<group_name>regexp) mean?
(?>):atomic group or independent group, (?|):branch reset
Equivalent of branch reset in .NET/C# .net
Named capture groups:
General named capturing group reference at regular-expressions.info
java: (?<groupname>regex): Overview and naming rules (Non-Stack Overflow links)
Other languages: (?P<groupname>regex) python, (?<groupname>regex) .net, (?<groupname>regex) perl, (?P<groupname>regex) and (?<groupname>regex) php
Lookarounds
Lookaheads: (?=...):positive, (?!...):negative
Lookbehinds: (?<=...):positive, (?<!...):negative
Lookbehind limits in:
Lookbehinds need to be constant-length php, perl, python, ruby
Lookarounds of limited length {0,n} java
Variable length lookbehinds are allowed .net
Lookbehind alternatives:
Using \K php, perl (Flavors that support \K)
Alternative regex module for Python python
The hacky way
JavaScript negative lookbehind equivalents External link
Modifiers
flag
modifier
flavors
a
ASCII
python
c
current position
perl
e
expression
php perl
g
global
most
i
case-insensitive
most
m
multiline
php perl python javascript .net java
m
(non)multiline
ruby
o
once
perl ruby
r
non-destructive
perl
S
study
php
s
single line
ruby
U
ungreedy
php r
u
unicode
most
x
whitespace-extended
most
y
sticky ↪
javascript
How to convert preg_replace e to preg_replace_callback?
What are inline modifiers?
What is '?-mix' in a Ruby Regular Expression
Other:
|:alternation (OR) operator, .:any character, [.]:literal dot character
What special characters must be escaped?
Control verbs (php and perl): (*PRUNE), (*SKIP), (*FAIL) and (*F)
php only: (*BSR_ANYCRLF)
Recursion (php and perl): (?R), (?0) and (?1), (?-1), (?&groupname)
Common Tasks
Get a string between two curly braces: {...}
Match (or replace) a pattern except in situations s1, s2, s3...
How do I find all YouTube video ids in a string using a regex?
Validation:
Internet: email addresses, URLs (host/port: regex and non-regex alternatives), passwords
Numeric: a number, min-max ranges (such as 1-31), phone numbers, date
Parsing HTML with regex: See "General Information > When not to use Regex"
Advanced Regex-Fu
Strings and numbers:
Regular expression to match a line that doesn't contain a word
How does this PCRE pattern detect palindromes?
Match strings whose length is a fourth power
How does this regex find triangular numbers?
How to determine if a number is a prime with regex?
How to match the middle character in a string with regex?
Other:
How can we match a^n b^n?
Match nested brackets
Using a recursive pattern php, perl
Using balancing groups .net
“Vertical” regex matching in an ASCII “image”
List of highly up-voted regex questions on Code Golf
How to make two quantifiers repeat the same number of times?
An impossible-to-match regular expression: (?!a)a
Match/delete/replace this except in contexts A, B and C
Match nested brackets with regex without using recursion or balancing groups?
Flavor-Specific Information
(Except for those marked with *, this section contains non-Stack Overflow links.)
Java
Official documentation: Pattern Javadoc ↪, Oracle's regular expressions tutorial ↪
The differences between functions in java.util.regex.Matcher:
matches()): The match must be anchored to both input-start and -end
find()): A match may be anywhere in the input string (substrings)
lookingAt(): The match must be anchored to input-start only
(For anchors in general, see the section "Anchors")
The only java.lang.String functions that accept regular expressions: matches(s), replaceAll(s,s), replaceFirst(s,s), split(s), split(s,i)
*An (opinionated and) detailed discussion of the disadvantages of and missing features in java.util.regex
.NET
How to read a .NET regex with look-ahead, look-behind, capturing groups and back-references mixed together?
Official documentation:
Boost regex engine: General syntax, Perl syntax (used by TextPad, Sublime Text, UltraEdit, ...???)
JavaScript general info and RegExp object
.NET MySQL Oracle Perl5 version 18.2
PHP: pattern syntax, preg_match
Python: Regular expression operations, search vs match, how-to
Rust: crate regex, struct regex::Regex
Splunk: regex terminology and syntax and regex command
Tcl: regex syntax, manpage, regexp command
Visual Studio Find and Replace
General information
(Links marked with * are non-Stack Overflow links.)
Other general documentation resources: Learning Regular Expressions, *Regular-expressions.info, *Wikipedia entry, *RexEgg, Open-Directory Project
DFA versus NFA
Generating Strings matching regex
Books: Jeffrey Friedl's Mastering Regular Expressions
When to not use regular expressions:
Some people, when confronted with a problem, think "I know, I'll use regular expressions." Now they have two problems. (blog post written by Stack Overflow's founder)*
Do not use regex to parse HTML:
Don't. Please, just don't
Well, maybe...if you're really determined (other answers in this question are also good)
Examples of regex that can cause regex engine to fail
Why does this regular expression kill the Java regex engine?
Tools: Testers and Explainers
(This section contains non-Stack Overflow links.)
Online (* includes replacement tester, + includes split tester):
Debuggex (Also has a repository of useful regexes) javascript, python, pcre
*Regular Expressions 101 php, pcre, python, javascript, java
Regex Pal, regular-expressions.info javascript
Rubular ruby RegExr Regex Hero dotnet
*+ regexstorm.net .net
*RegexPlanet: Java java, Go go, Haskell haskell, JavaScript javascript, .NET dotnet, Perl perl php PCRE php, Python python, Ruby ruby, XRegExp xregexp
freeformatter.com xregexp
*+regex.larsolavtorvik.com php PCRE and POSIX, javascript
Offline:
Microsoft Windows: RegexBuddy (analysis), RegexMagic (creation), Expresso (analysis, creation, free)
MySQL 8.0: Various syntax changes were made. Note especially the doubling of backslashes in some contexts. (This Answer need further editing to reflect the differences.)
I just ported a small gem from Ruby 1.9.3 to the spiffy new Ruby 2.0.0. The only change I had to make was in a regular expression.
Under 1.9.3, the following regex would match any string containing characters other than digits, number-related punctuation, and whitespace (including non-breaking space).
/[^[[:space:]]\d\-,\.]/
Under 2.0.0, I had to move the Posix space class away from the start of the negation class.
/[^\d\-,\.[[:space:]]]/
I haven't found this change mentioned in the patch notes I've reviewed. Is it documented anywhere?
The regular expression engine has been changed to Onigmo (based on Oniguruma) and this might be causing issues.
As far as I can tell, you're declaring the regular expression incorrectly. The second set of brackets is not required:
/[^[:space:]\d\-,\.]/
The [:space:] declaration is only invalid inside of a set so you will see it appear as [[:space:]] if used in isolation. In your case you have several other additions to the set.
I'm not sure why \s would not have sufficed in this case.
Using Ruby I'd like to take a Regexp object (or a String representing a valid regex; your choice) and tokenize it so that I may manipulate certain parts.
Specifically, I'd like to take a regex/string like this:
regex = /var (\w+) = '([^']+)';/
parts = ["foo","bar"]
and create a replacement string that replaces each capture with a literal from the array:
"var foo = 'bar';"
A naïve regex-based approach to parsing the regex, such as:
i = -1
result = regex.source.gsub(/\([^)]+\)/){ parts[i+=1] }
…would fail for things like nested capture groups, or non-capturing groups, or a regex that had a parenthesis inside a character class. Hence my desire to properly break the regex into semantically-valid pieces.
Is there an existing Regex parser available for Ruby? Is there a (horror of horrors) known regex that cleanly matches regexes? Is there a gem I've not found?
The motivation for this question is a desire to find a clean and simple answer to this question.
I have a JavaScript project on GitHub called: Dynamic (?:Regex Highlighting)++ with Javascript! you may want to look at. It parses PCRE compatible regular expressions written in both free-spacing and non-free-spacing modes. Since the regexes are written in the less-feature-rich JavaScript syntax, these regexes could be easily converted to Ruby.
Note that regular expressions may contain arbitrarily nested parentheses structures and JavaScript has no recursive regex features, so the code must parse the tree of nested parens from the-inside-out. Its a bit tricky but works quite well. Be sure to try it out on the highlighter demo page, where you can input and dynamically highlight any regex. The JavaScript regular expressions used to parse regular expressions are documented here.
I have a display name field which I have to validate using Ruby regex. We have to match all language characters like French, Arabic, Chinese, German, Spanish in addition to English language characters except special characters like *()!##$%^&.... I am stuck on how to match those non-Latin characters.
There are two possibilities:
Create a regex with a negated character class containing every symbol you don't want to match:
if ( name ~= /[^*!#%\^]/ ) # add everything and if this matches you are good
This solution may not be feasible, since there is a massive amount of symbols you'd have to insert, even if you were just to include the most common ones.
Use Oniguruma (see also: Oniguruma for Ruby main). This supports Unicode and their properties; in which case all letters can be matched using:
if ( name ~= /[\pL\pM]/ )
You can see what these are all about here: Unicode Regular Expressions
Starting from Ruby 1.9, the String and Regex classes are unicode aware. You can safely use the Regex word character selector \w
"可口可樂!?!".gsub /\w/, 'Ha'
#=> "HaHaHaHa!?!"
In ruby > 1.9.1 (maybe earlier) one can use \p{L} to match word characters in all languages (without the oniguruma gem as described in a previous answer).
I have cases where user-entered data from an html textarea or input is sometimes sent with \u00a0 (non-breaking spaces) instead of spaces when encoded as utf-8 json.
I believe that to be a bug in Firefox, as I know that the user isn't intentionally putting in non-breaking spaces instead of spaces.
There are also two bugs in Ruby, one of which can be used to combat the other.
For whatever reason \s doesn't match \u00a0.
However [^[:print:]], which definitely should not match) and \xC2\xA0 both will match, but I consider those to be less-than-ideal ways to deal with the issue.
Are there other recommendations for getting around this issue?
Use /\u00a0/ to match non-breaking spaces. For instance s.gsub(/\u00a0/, ' ') converts all non-breaking spaces to regular spaces.
Use /[[:space:]]/ to match all whitespace, including Unicode whitespace like non-breaking spaces. This is unlike /\s/, which matches only ASCII whitespace.
See also: Ruby Regexp documentation
If you cannot use \s for Unicode whitespace, that’s a bug in the Ruby regex implementation, because according to UTS#18 “Unicode Regular Expressions” Annex C on Compatibility Properties a \s, is absolutely required to match any Unicode whitespace code point.
There is no wiggle-room allowed since the two columns detailing the Standard Recommendation and the POSIX Compatibility are the same for the \s case. You cannot document your way around this: you are out of compliance with The Unicode Standard, in particular, with UTS#18’s RL1.2a, if you do not do this.
If you do not meet RL1.2a, you do not meet the Level 1 requirements, which are the most basic and elementary functionality needed to use regular expressions on Unicode. Without that, you are pretty much lost. This is why standards exist. My recollection is that Ruby also fails to meet several other Level 1 requirements. You may therefore wish to use a programming language that meets at least Level 1 if you actually need to handle Unicode with regular expressions.
Note that you cannot use a Unicode General Category property like \p{Zs} to stand for \p{Whitespace}. That’s because the Whitespace property is a derived property, not a general category. There are also control characters included in it, not just separators.
Actual functioning IRB code examples that answer the question, with latest Rubies (May 2012)
Ruby 1.9
require 'rubygems'
require 'nokogiri'
RUBY_DESCRIPTION # => "ruby 1.9.3p194 (2012-04-20 revision 35410) [x86_64-linux]"
doc = '<html><body> </body></html>'
page = Nokogiri::HTML(doc)
s = page.inner_text
s.each_codepoint {|c| print c, ' ' } #=> 32 160 32
s.strip.each_codepoint {|c| print c, ' ' } #=> 160
s.gsub(/\s+/,'').each_codepoint {|c| print c, ' ' } #=> 160
s.gsub(/\u00A0/,'').strip.empty? #true
Ruby 1.8
require 'rubygems'
require 'nokogiri'
RUBY_DESCRIPTION # => "ruby 1.8.7 (2012-02-08 patchlevel 358) [x86_64-linux]"
doc = '<html><body> </body></html>'
page = Nokogiri::HTML(doc)
s = page.inner_text # " \302\240 "
s.gsub(/\s+/,'') # "\302\240"
s.gsub(/\302\240/,'').strip.empty? #true
For whatever reason \s doesn't match \u00a0.
I think the "whatever reason" is that is not supposed to. Only the POSIX and \p construct character classes are Unicode aware. The character-class abbreviations are not:
Sequence As[...] Meaning
\d [0-9] ASCII decimal digit character
\D [^0-9] Any character except a digit
\h [0-9a-fA-F] Hexadecimal digit character
\H [^0-9a-fA-F] Any character except a hex digit
\s [ \t\r\n\f] ASCII whitespace character
\S [^ \t\r\n\f] Any character except whitespace
\w [A-Za-z0-9\_] ASCII word character
\W [^A-Za-z0-9\_] Any character except a word character
For the old versions of ruby (1.8.x), the fixes are the ones described in the question.
This is fixed in the newer versions of ruby 1.9+.
While not related to Ruby (and not directly to this question), the core of the problem might be that Alt+Space on Macs produces a non-breaking space.
This can cause all kinds of weird behaviour (especially in the terminal).
For those who are interested in more details, I wrote "Why chaining commands with pipes in Mac OS X does not always work" about this topic some time ago.