Regular Expressions

This article is an introduction to an extremely powerful tool available to any programmer, Regular Expressions.

Testing

• The easiest way to test regular expressions (PCRE style) is probably to use Perl directly like this.

echo "input" | perl -n -e '/regexpHere/ and print'

• You can also use grep but it does not support PCRE syntax natively (GNU grep has the -P switch which does).

Basics

Operators

• ^ represents the start of the string to search, or a newline in multiline mode. It is optional. Note that if you use syntax such as '^.*', you can just remove it altogether: it's better just not to use ^ in this case.
• $ delimits the end of the string or just before the newline in multiline mode. It is optional.
• *? is the non-greedy operator, it will match as little text as possible. +?, ??, or {m,n}? are also available.
• ? allows to match optionally only one expression. It should be put after the expression, eg ab? will match either a or ab.
• {n} asks for a repetition of n times. Be careful that because of this the { and } symbols can be considered special and should be escaped. However, if the regular expression engine does not detect an integer inside, it can assume it is a literal.

Flags

• Normally the "." special character matches any character except newlines. You can activate matching of newline with the DOTALL flag. In a regexp this is activated via (?s).

Groups

• The special group 0 corresponds to the entire pattern.

Quoting part of a regular expression

• This can be done via the \Q and \E constructs (you nest the literal inside those).

Regular expressions in Python

Official documentation available here.

Basic Operations

You can perform two basic operations: search and match. In Perl, search is always used.

• match(): Determine if the RE matches at the beginning of the string.
• search(): Scan through a string, looking for any location where this RE matches.

Groups

In a regular expression, we often want to extract a particular piece of information from a string. We need to enclose the relevant "sub expression" in parenthesis. In Python, we can then refer to this group by its number, or, if we add ?P<name> to the group, by its name. To create a group which will not be available later for retrieval, write (?:expression).

• Example:
  • regular_expression = re.compile(r"&price=(?P<Price>.*)&quantity=(?P<Quantity>.*)")
  • math_object = regular_expression.search(query_string)
  • We could access the price value by math_object.group(1) or math_object.group('Price'). For the quantity, it would be group(2) or group('Quantity').

Regular expressions in Java

• Documentation for the Pattern and Matcher classes. Basically, you create a Pattern using a string corresponding to a regular expression; then you call matcher() on the Pattern object, giving as argument the input string. The resulting Matcher object can be used for the standard operations.

• If you use a string to create a regular expression, you need to double escape special characters, eg \\*. This is because the first backslash is needed to escape the backslash itself in Java.
• The matches() method of the Matcher class is similar to match() in Python; find() is similar to search().
• Pattern.quote() is a static method that will produce a literal regular expression out of a string. This is useful for matching literally strings including characters such as "*" for example.

Warnings

• Be careful that once a matcher is created, it is created for a whole content (string). The content is copied onto the matcher so later changing the original content won't change the content of the matcher: it can lead to subtle bugs.

Regular expressions in Groovy

• Documentation.

• Groovy has the following shortcuts:
  • ==~ for matches().
  • =~ for creating a matcher. The matcher is coerced to a Boolean via its find() method, thus you can write stuff like

if ("hello" =~ /hel/)

Be careful to include parenthesis in the following case:

if (! ("hello" =~ /hal/))

• A pattern can be directly created via ~/foo/.

Escaping

• If you use / / to create a regular expression, you need to escape the slashes. All escaping is done through a single backslash (rather than 2 backslashes when using a String). For instance:

/(url\(\"http:\/\/(.*?))\"/

• List of characters to escape:
  • double quotes,
  • slashes,
  • parenthesis.

• It is NOT necessary to escape single quotes.

Regular expressions in JavaScript

• Be careful that there is no DOTALL mode on JS. \n will match a newline, independently of the OS representation, on Firefox but NOT on Opera (at least; maybe also on IE). So if you need to match any character the best is to use:

(.|[\s\S])

rather than . with DOTALL mode. Do not use (.|\n)!