Table of Contents for
Regular Expressions Cookbook, 2nd Edition

Version ebook / Retour

Cover image for bash Cookbook, 2nd Edition Regular Expressions Cookbook, 2nd Edition by Steven Levithan Published by O'Reilly Media, Inc., 2012
  1. Cover
  2. Regular Expressions Cookbook
  3. Preface
  4. Caught in the Snarls of Different Versions
  5. Intended Audience
  6. Technology Covered
  7. Organization of This Book
  8. Conventions Used in This Book
  9. Using Code Examples
  10. Safari® Books Online
  11. How to Contact Us
  12. Acknowledgments
  13. 1. Introduction to Regular Expressions
  14. Regular Expressions Defined
  15. Search and Replace with Regular Expressions
  16. Tools for Working with Regular Expressions
  17. 2. Basic Regular Expression Skills
  18. 2.1. Match Literal Text
  19. 2.2. Match Nonprintable Characters
  20. 2.3. Match One of Many Characters
  21. 2.4. Match Any Character
  22. 2.5. Match Something at the Start and/or the End of a Line
  23. 2.6. Match Whole Words
  24. 2.7. Unicode Code Points, Categories, Blocks, and Scripts
  25. 2.8. Match One of Several Alternatives
  26. 2.9. Group and Capture Parts of the Match
  27. 2.10. Match Previously Matched Text Again
  28. 2.11. Capture and Name Parts of the Match
  29. 2.12. Repeat Part of the Regex a Certain Number of Times
  30. 2.13. Choose Minimal or Maximal Repetition
  31. 2.14. Eliminate Needless Backtracking
  32. 2.15. Prevent Runaway Repetition
  33. 2.16. Test for a Match Without Adding It to the Overall Match
  34. 2.17. Match One of Two Alternatives Based on a Condition
  35. 2.18. Add Comments to a Regular Expression
  36. 2.19. Insert Literal Text into the Replacement Text
  37. 2.20. Insert the Regex Match into the Replacement Text
  38. 2.21. Insert Part of the Regex Match into the Replacement Text
  39. 2.22. Insert Match Context into the Replacement Text
  40. 3. Programming with Regular Expressions
  41. Programming Languages and Regex Flavors
  42. 3.1. Literal Regular Expressions in Source Code
  43. 3.2. Import the Regular Expression Library
  44. 3.3. Create Regular Expression Objects
  45. 3.4. Set Regular Expression Options
  46. 3.5. Test If a Match Can Be Found Within a Subject String
  47. 3.6. Test Whether a Regex Matches the Subject String Entirely
  48. 3.7. Retrieve the Matched Text
  49. 3.8. Determine the Position and Length of the Match
  50. 3.9. Retrieve Part of the Matched Text
  51. 3.10. Retrieve a List of All Matches
  52. 3.11. Iterate over All Matches
  53. 3.12. Validate Matches in Procedural Code
  54. 3.13. Find a Match Within Another Match
  55. 3.14. Replace All Matches
  56. 3.15. Replace Matches Reusing Parts of the Match
  57. 3.16. Replace Matches with Replacements Generated in Code
  58. 3.17. Replace All Matches Within the Matches of Another Regex
  59. 3.18. Replace All Matches Between the Matches of Another Regex
  60. 3.19. Split a String
  61. 3.20. Split a String, Keeping the Regex Matches
  62. 3.21. Search Line by Line
  63. Construct a Parser
  64. 4. Validation and Formatting
  65. 4.1. Validate Email Addresses
  66. 4.2. Validate and Format North American Phone Numbers
  67. 4.3. Validate International Phone Numbers
  68. 4.4. Validate Traditional Date Formats
  69. 4.5. Validate Traditional Date Formats, Excluding Invalid Dates
  70. 4.6. Validate Traditional Time Formats
  71. 4.7. Validate ISO 8601 Dates and Times
  72. 4.8. Limit Input to Alphanumeric Characters
  73. 4.9. Limit the Length of Text
  74. 4.10. Limit the Number of Lines in Text
  75. 4.11. Validate Affirmative Responses
  76. 4.12. Validate Social Security Numbers
  77. 4.13. Validate ISBNs
  78. 4.14. Validate ZIP Codes
  79. 4.15. Validate Canadian Postal Codes
  80. 4.16. Validate U.K. Postcodes
  81. 4.17. Find Addresses with Post Office Boxes
  82. 4.18. Reformat Names From “FirstName LastName” to “LastName, FirstName”
  83. 4.19. Validate Password Complexity
  84. 4.20. Validate Credit Card Numbers
  85. 4.21. European VAT Numbers
  86. 5. Words, Lines, and Special Characters
  87. 5.1. Find a Specific Word
  88. 5.2. Find Any of Multiple Words
  89. 5.3. Find Similar Words
  90. 5.4. Find All Except a Specific Word
  91. 5.5. Find Any Word Not Followed by a Specific Word
  92. 5.6. Find Any Word Not Preceded by a Specific Word
  93. 5.7. Find Words Near Each Other
  94. 5.8. Find Repeated Words
  95. 5.9. Remove Duplicate Lines
  96. 5.10. Match Complete Lines That Contain a Word
  97. 5.11. Match Complete Lines That Do Not Contain a Word
  98. 5.12. Trim Leading and Trailing Whitespace
  99. 5.13. Replace Repeated Whitespace with a Single Space
  100. 5.14. Escape Regular Expression Metacharacters
  101. 6. Numbers
  102. 6.1. Integer Numbers
  103. 6.2. Hexadecimal Numbers
  104. 6.3. Binary Numbers
  105. 6.4. Octal Numbers
  106. 6.5. Decimal Numbers
  107. 6.6. Strip Leading Zeros
  108. 6.7. Numbers Within a Certain Range
  109. 6.8. Hexadecimal Numbers Within a Certain Range
  110. 6.9. Integer Numbers with Separators
  111. 6.10. Floating-Point Numbers
  112. 6.11. Numbers with Thousand Separators
  113. 6.12. Add Thousand Separators to Numbers
  114. 6.13. Roman Numerals
  115. 7. Source Code and Log Files
  116. Keywords
  117. Identifiers
  118. Numeric Constants
  119. Operators
  120. Single-Line Comments
  121. Multiline Comments
  122. All Comments
  123. Strings
  124. Strings with Escapes
  125. Regex Literals
  126. Here Documents
  127. Common Log Format
  128. Combined Log Format
  129. Broken Links Reported in Web Logs
  130. 8. URLs, Paths, and Internet Addresses
  131. 8.1. Validating URLs
  132. 8.2. Finding URLs Within Full Text
  133. 8.3. Finding Quoted URLs in Full Text
  134. 8.4. Finding URLs with Parentheses in Full Text
  135. 8.5. Turn URLs into Links
  136. 8.6. Validating URNs
  137. 8.7. Validating Generic URLs
  138. 8.8. Extracting the Scheme from a URL
  139. 8.9. Extracting the User from a URL
  140. 8.10. Extracting the Host from a URL
  141. 8.11. Extracting the Port from a URL
  142. 8.12. Extracting the Path from a URL
  143. 8.13. Extracting the Query from a URL
  144. 8.14. Extracting the Fragment from a URL
  145. 8.15. Validating Domain Names
  146. 8.16. Matching IPv4 Addresses
  147. 8.17. Matching IPv6 Addresses
  148. 8.18. Validate Windows Paths
  149. 8.19. Split Windows Paths into Their Parts
  150. 8.20. Extract the Drive Letter from a Windows Path
  151. 8.21. Extract the Server and Share from a UNC Path
  152. 8.22. Extract the Folder from a Windows Path
  153. 8.23. Extract the Filename from a Windows Path
  154. 8.24. Extract the File Extension from a Windows Path
  155. 8.25. Strip Invalid Characters from Filenames
  156. 9. Markup and Data Formats
  157. Processing Markup and Data Formats with Regular Expressions
  158. 9.1. Find XML-Style Tags
  159. 9.2. Replace Tags with
  160. 9.3. Remove All XML-Style Tags Except and
  161. 9.4. Match XML Names
  162. 9.5. Convert Plain Text to HTML by Adding

    and
    Tags

  163. 9.6. Decode XML Entities
  164. 9.7. Find a Specific Attribute in XML-Style Tags
  165. 9.8. Add a cellspacing Attribute to Tags That Do Not Already Include It
  166. 9.9. Remove XML-Style Comments
  167. 9.10. Find Words Within XML-Style Comments
  168. 9.11. Change the Delimiter Used in CSV Files
  169. 9.12. Extract CSV Fields from a Specific Column
  170. 9.13. Match INI Section Headers
  171. 9.14. Match INI Section Blocks
  172. 9.15. Match INI Name-Value Pairs
  173. Index
  174. Index
  175. Index
  176. Index
  177. Index
  178. Index
  179. Index
  180. Index
  181. Index
  182. Index
  183. Index
  184. Index
  185. Index
  186. Index
  187. Index
  188. Index
  189. Index
  190. Index
  191. Index
  192. Index
  193. Index
  194. Index
  195. Index
  196. Index
  197. Index
  198. Index
  199. About the Authors
  200. Colophon
  201. Copyright
  202. 3.1. Literal Regular Expressions in Source Code

    Problem

    You have been given the regular expression [$"'\n\d/\\] as the solution to a problem. This regular expression consists of a single character class that matches a dollar sign, a double quote, a single quote, a line feed, any digit between 0 and 9, a forward slash, or a backslash. You want to hardcode this regular expression into your source code as a string constant or regular expression operator.

    Solution

    C#

    As a normal string:

    "[$\"'\n\\d/\\\\]"

    As a verbatim string:

    @"[$""'\n\d/\\]"

    VB.NET

    "[$""'\n\d/\\]"

    Java

    "[$\"'\n\\d/\\\\]"

    JavaScript

    /[$"'\n\d\/\\]/

    XRegExp

    "[$\"'\n\\d/\\\\]"

    PHP

    '%[$"\'\n\d/\\\\]%'

    Perl

    Pattern-matching operator:

    /[\$"'\n\d\/\\]/
    m![\$"'\n\d/\\]!

    Substitution operator:

    s![\$"'\n\d/\\]!!

    Python

    Raw triple-quoted string:

    r"""[$"'\n\d/\\]"""

    Normal string:

    "[$\"'\n\\d/\\\\]"

    Ruby

    Literal regex delimited with forward slashes:

    /[$"'\n\d\/\\]/

    Literal regex delimited with punctuation of your choice:

    %r![$"'\n\d/\\]!

    Discussion

    When this book shows you a regular expression by itself (as opposed to as part of a larger source code snippet), it always shows regular expressions unadorned. This recipe is the only exception. If you’re using a regular expression tester such as RegexBuddy or RegexPal, you would type in the regex this way. If your application accepts a regular expression as user input, the user would type it in this way.

    But if you want to hardcode the regular expression into your source code, you have extra work. Carelessly copying and pasting regular expressions from a regular expression tester into your source code—or vice versa—will often leave you scratching your head as to why the regular expression works in your tool but not in your source code, or why the tester fails on a regex you’ve copied from somebody else’s code. All programming languages discussed in this book require literal regular expressions to be delimited in a certain way, with some languages requiring strings and some requiring a special regex constant. If your regex includes the language’s delimiters or certain other characters with special meanings in the language, you have to escape them.

    The backslash is the most commonly used escape character. That’s why most of the solutions to this problem have far more backslashes in them than the four in the original regular expression.

    C#

    In C#, you can pass literal regular expressions to the Regex() constructor, and to various member functions in the Regex class. The parameter that takes the regular expression is always declared as a string.

    C# supports two kinds of string literals. The most common kind is the double-quoted string, well-known from languages such as C++ and Java. Within double-quoted strings, double quotes and backslashes must be escaped with a backslash. Escapes for nonprintable characters, such as \n, are also supported in strings. There is a difference between "\n" and "\\n" when using RegexOptions.IgnorePatternWhitespace (see Recipe 3.4) to turn on free-spacing mode, as explained in Recipe 2.18. "\n" is a string with a literal line break, which is ignored as whitespace. "\\n" is a string with the regex token \n, which matches a newline.

    Verbatim strings start with an at sign and a double quote, and end with a double quote on its own. To include a double quote in a verbatim string, double it up. Backslashes do not need to be escaped, resulting in a significantly more readable regular expression. @"\n" is always the regex token \n, which matches a newline, even in free-spacing mode. Verbatim strings do not support \n at the string level, but can span multiple lines instead. That makes verbatim strings ideal for free-spacing regular expressions.

    The choice is clear: use verbatim strings to put regular expressions into your C# source code.

    VB.NET

    In VB.NET, you can pass literal regular expressions to the Regex() constructor, and to various member functions in the Regex class. The parameter that takes the regular expression is always declared as a string.

    Visual Basic uses double-quoted strings. Double quotes within the string must be doubled. No other characters need to be escaped.

    Java

    In Java, you can pass literal regular expressions to the Pattern.compile() class factory, and to various functions of the String class. The parameter that takes the regular expression is always declared as a string.

    Java uses double-quoted strings. Within double-quoted strings, double quotes and backslashes must be escaped with a backslash. Escapes for nonprintable characters, such as \n, and Unicode escapes such as \uFFFF are also supported in strings.

    There is a difference between "\n" and "\\n" when using Pattern.COMMENTS (see Recipe 3.4) to turn on free-spacing mode, as explained in Recipe 2.18. "\n" is a string with a literal line break, which is ignored as whitespace. "\\n" is a string with the regex token \n, which matches a newline.

    JavaScript

    In JavaScript, regular expressions are best created by using the special syntax for declaring literal regular expressions. Simply place your regular expression between two forward slashes. If any forward slashes occur within the regular expression itself, escape those with a backslash.

    Although it is possible to create a RegExp object from a string, it makes little sense to use the string notation for literal regular expressions in your code. You would have to escape quotes and backslashes, which generally leads to a forest of backslashes.

    XRegExp

    If you use XRegExp to extend JavaScript’s regular expression syntax, then you will be creating XRegExp objects from strings, and you’ll need to escape quotes and backslashes.

    PHP

    Literal regular expressions for use with PHP’s preg functions are a curious contraption. Unlike JavaScript or Perl, PHP does not have a native regular expression type. Regular expressions must always be quoted as strings. This is true for the ereg and mb_ereg functions as well. But in their quest to mimic Perl, the developers of PHP’s wrapper functions for PCRE added an additional requirement.

    Within the string, the regular expression must be quoted as a Perl-style literal regular expression. That means that where you would write /regex/ in Perl, the string for PHP’s preg functions becomes '/regex/'. As in Perl, you can use any pair of punctuation characters as the delimiters. If the regex delimiter occurs within the regex, it must be escaped with a backslash. To avoid this, choose a delimiter that does not occur in the regex. For this recipe, we used the percentage sign, because the forward slash occurs in the regex but the percentage sign does not. If the forward slash does not occur in the regex, use that, as it’s the most commonly used delimiter in Perl and the required delimiter in JavaScript and Ruby.

    PHP supports both single-quoted and double-quoted strings. Both require the quote (single or double) and the backslash within a regex to be escaped with a backslash. In double-quoted strings, the dollar sign also needs to be escaped. For regular expressions, you should use single-quoted strings, unless you really want to interpolate variables in your regex.

    Perl

    In Perl, literal regular expressions are used with the pattern-matching operator and the substitution operator. The pattern-matching operator consists of two forward slashes, with the regex between it. Forward slashes within the regular expression must be escaped with a backslash. There’s no need to escape any other characters, except perhaps $ and @, as explained at the end of this subsection.

    An alternative notation for the pattern-matching operator puts the regular expression between any pair of punctuation characters, preceded by the letter m. If you use any kind of opening and closing punctuation (parentheses, braces, or brackets) as the delimiter, they need to match up: for example, m{regex}. If you use other punctuation, simply use the same character twice. The solution for this recipe uses the exclamation point. That saves us having to escape the literal forward slash in the regular expression. Only the closing delimiter needs to be escaped with a backslash.

    The substitution operator is similar to the pattern-matching operator. It starts with s instead of m, and tacks on the replacement text. When using brackets or similar punctuation as the delimiters, you need two pairs: s[regex][replace]. If you mix different delimiters, you also need two pairs: s[regex]/replace/. For all other punctuation, use it three times: s/regex/replace/.

    Perl parses the pattern-matching and substitution operators as double-quoted strings. If you write m/I am $name/ and $name holds "Jan", you end up with the regular expression IamJan. $" is also a variable in Perl, so we have to escape the literal dollar sign in the character class in our regular expression in this recipe.

    Never escape a dollar sign that you want to use as an anchor (see Recipe 2.5). An escaped dollar sign is always a literal. Perl is smart enough to differentiate between dollars used as anchors, and dollars used for variable interpolation, due to the fact that anchors can be used sensibly only at the end of a group or the whole regex, or before a newline. You shouldn’t escape the dollar in m/^regex$/ if you want to check whether “regex” matches the subject string entirely.

    The at sign does not have a special meaning in regular expressions, but it is used for variable interpolation in Perl. You need to escape it in literal regular expressions in Perl code, as you do for double-quoted strings.

    Python

    The functions in Python’s re module expect literal regular expressions to be passed as strings. You can use any of the various ways that Python provides to quote strings. Depending on the characters that occur in your regular expression, different ways of quoting it may reduce the number of characters you need to escape with backslashes.

    Generally, raw strings are the best option. Python raw strings don’t require any characters to be escaped. If you use a raw string, you don’t need to double up the backslashes in your regular expression. r"\d+" is easier to read than "\\d+", particularly as your regex gets long.

    The only situation where raw strings aren’t ideal is when your regular expression includes both the single quote and double quote characters. Then you can’t use a raw string delimited with one pair of single or double quotes, because there’s no way to escape the quotes inside the regular expression. In that case, you can triple-quote the raw string, as we did in the Python solution for this recipe. The normal string is shown for comparison.

    If you want to use the Unicode features explained in Recipe 2.7 in your regular expression in Python 2.x, you need to use Unicode strings. You can turn a string into a Unicode string by preceding it with a u. In Python 3.0 and later, all text is Unicode.

    Raw strings don’t support nonprintable character escapes such as \n. Raw strings treat escape sequences as literal text. This is not a problem for the re module. It supports these escapes as part of the regular expression syntax, and as part of the replacement text syntax. A literal \n in a raw string will still be interpreted as a newline in your regular expressions and replacement texts.

    There is a difference between the string "\n" on one side, and the string "\\n" and the raw string r"\n" on the other side when using re.VERBOSE (see Recipe 3.4) to turn on free-spacing mode, as explained in Recipe 2.18. "\n" is a string with a literal line break, which is ignored as whitespace. "\\n" and r"\n" are both strings with the regex token \n, which matches a newline.

    When using free-spacing mode, triple-quoted raw strings such as r"""\n""" are the best solution, because they can span multiple lines. Also, \n is not interpreted at the string level, so it can be interpreted at the regex level to match a line break.

    Ruby

    In Ruby, regular expressions are best created by using the special syntax for declaring literal regular expressions. Simply place your regular expression between two forward slashes. If any forward slashes occur within the regular expression itself, escape those with a backslash.

    If you don’t want to escape forward slashes in your regex, you can prefix your regular expression with %r and then use any punctuation character of your choice as the delimiter.

    Although it is possible to create a Regexp object from a string, it makes little sense to use the string notation for literal regular expressions in your code. You then would have to escape quotes and backslashes, which generally leads to a forest of backslashes.

    Tip

    Ruby is very similar to JavaScript in this respect, except that the name of the class is Regexp as one word in Ruby, whereas it is RegExp with camel caps in JavaScript.

    See Also

    Recipe 2.3 explains how character classes work, and why two backslashes are needed in the regular expression to include just one in the character class.

    Recipe 3.4 explains how to set regular expression options, which is done as part of literal regular expressions in some programming languages.