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. 2.6. Match Whole Words

    Problem

    Create a regex that matches cat in My cat is brown, but not in category or bobcat. Create another regex that matches cat in staccato, but not in any of the three previous subject strings.

    Solution

    Word boundaries

    \bcat\b
    Regex options: None
    Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Nonboundaries

\Bcat\B
Regex options: None
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Discussion

Word boundaries

The regular expression token \b is called a word boundary. It matches at the start or the end of a word. By itself, it results in a zero-length match. \b is an anchor, just like the tokens introduced in the previous section.

Strictly speaking, \b matches in these three positions:

  • Before the first character in the subject, if the first character is a word character

  • After the last character in the subject, if the last character is a word character

  • Between two characters in the subject, where one is a word character and the other is not a word character

To run a “whole words only” search using a regular expression, simply place the word between two word boundaries, as we did with \bcat\b. The first \b requires the c to occur at the very start of the string, or after a nonword character. The second \b requires the t to occur at the very end of the string, or before a nonword character.

Line break characters are nonword characters. \b will match after a line break if the line break is immediately followed by a word character. It will also match before a line break immediately preceded by a word character. So a word that occupies a whole line by itself will be found by a “whole words only” search. \b is unaffected by “multiline” mode or (?m), which is one of the reasons why this book refers to “multiline” mode as “^ and $ match at line breaks” mode.

None of the flavors discussed in this book have separate tokens for matching only before or only after a word. Unless you wanted to create a regex that consists of nothing but a word boundary, these aren’t needed. The tokens before or after the \b in your regular expression will determine where \b can match. The \b in \bx and !\b could match only at the start of a word. The \b in x\b and \b! could match only at the end of a word. x\bx and !\b! can never match anywhere.

If you really want to match only the position before a word or only after a word, you can do so with lookahead and lookbehind. Recipe 2.16 explains lookahead and lookbehind. This method does not work with JavaScript and Ruby 1.8 because these flavors do not support lookbehind. The regex (?<!\w)(?=\w) matches the start of a word by checking that the character before the match position is not a word character, and that the character after the match position is a word character. (?<=\w)(?!\w) does the opposite: it matches the end of the word by checking that the preceding character is a word character, and that the following character is not a word character. It’s important to use negative lookaround with \w rather than positive lookaround with \W to check for the absence of a word character. (?<!\w) matches at the start of the string because there is no word character (or any character at all) before the start of the string. But (?<=\W) never matches at the start of the string. (?!\w) matches at the end of the string for the same reason. So our two lookaround constructs will correctly match the start of the string if the string begins with a word and the end of the string if it ends with a word.

Nonboundaries

\B matches at every position in the subject text where \b does not match. \B matches at every position that is not at the start or end of a word.

Strictly speaking, \B matches in these five positions:

  • Before the first character in the subject, if the first character is not a word character

  • After the last character in the subject, if the last character is not a word character

  • Between two word characters

  • Between two nonword characters

  • The empty string

\Bcat\B matches cat in staccato, but not in My cat is brown, category, or bobcat.

To do the opposite of a “whole words only” search (i.e., excluding My cat is brown and including staccato, category, and bobcat), you need to use alternation to combine \Bcat and cat\B into \Bcat|cat\B. \Bcat matches cat in staccato and bobcat. cat\B matches cat in category (and staccato if \Bcat hadn’t already taken care of that). Recipe 2.8 explains alternation.

Word Characters

All this talk about word boundaries, but no talk about what a word character is. A word character is a character that can occur as part of a word. The subsection Shorthands in Recipe 2.3 discussed which characters are included in \w, which matches a single word character. Unfortunately, the story is not the same for \b.

Although all the flavors in this book support \b and \B, they differ in which characters are word characters.

.NET, JavaScript, PCRE, Perl, Python, and Ruby have \b match between two characters where one is matched by \w and the other by \W. \B always matches between two characters where both are matched by \w or \W.

JavaScript, PCRE, and Ruby view only ASCII characters as word characters. \w is identical to [a-zA-Z0-9_]. With these flavors, you can do a “whole words only” search on words in languages that use only the letters A to Z without diacritics, such as English. But these flavors cannot do “whole words only” searches on words in other languages, such as Spanish or Russian.

.NET treats letters and digits from all scripts as word characters. You can do a “whole words only” search on words in any language, including those that don’t use the Latin alphabet.

Python gives you an option. In Python 2.x, non-ASCII characters are included only if you pass the UNICODE or U flag when creating the regex. In Python 3.x, non-ASCII character are included by default, but you can exclude them with the ASCII or A flag. This flag affects both \b and \w equally.

In Perl, it depends on your version of Perl and /adlu flags whether \w is pure ASCII or includes all Unicode letters, digits, and underscores. The subsection Shorthands in Recipe 2.3 explains this in more detail. In all versions of Perl, \b is consistent with \w.

Java behaves inconsistently. \w matches only ASCII characters in Java 4 to 6. In Java 7, \w matches only ASCII characters by default, but matches Unicode characters if you set the UNICODE_CHARACTER_CLASS flag. But \b is Unicode-enabled in all versions of Java, supporting any script. In Java 4 to 6, \b\w\b matches a single English letter, digit, or underscore that does not occur as part of a word in any language. \bкошка\b always correctly matches the Russian word for cat in Java, because \b supports Unicode. But \w+ will not match any Russian word in Java 4 to 6, because \w is ASCII-only.

See Also

Recipe 2.3 discusses which characters are matched by the shorthand character class \w which matches a word character.

Recipe 5.1 shows how you can use word boundaries to match complete words, and how you can work around the different behavior of word boundaries in various regex flavors.