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. 2.5. Match Something at the Start and/or the End of a Line

    Problem

    Create four regular expressions. Match the word alpha, but only if it occurs at the very beginning of the subject text. Match the word omega, but only if it occurs at the very end of the subject text. Match the word begin, but only if it occurs at the beginning of a line. Match the word end, but only if it occurs at the end of a line.

    Solution

    Start of the subject

    ^alpha
    Regex options: None (“^ and $ match at line breaks” must not be set)
    Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python
    \Aalpha
    Regex options: None
    Regex flavors: .NET, Java, PCRE, Perl, Python, Ruby

End of the subject

omega$
Regex options: None (“^ and $ match at line breaks” must not be set)
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python
omega\Z
Regex options: None
Regex flavors: .NET, Java, PCRE, Perl, Python, Ruby

Start of a line

^begin
Regex options: ^ and $ match at line breaks
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

End of a line

end$
Regex options: ^ and $ match at line breaks
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Discussion

Anchors and lines

The regular expression tokens ^, $, \A, \Z, and \z are called anchors. They do not match any characters. Instead, they match at certain positions, effectively anchoring the regular expression match at those positions.

A line is the part of the subject text that lies between the start of the subject and a line break, between two line breaks, or between a line break and the end of the subject. If there are no line breaks in the subject, then the whole subject is considered to be one line. Thus, the following text consists of four lines, one each for one, two, an empty string, and four:

one
two

four

The text could be represented in a program as oneLFtwoLFLFfour.

Start of the subject

The anchor \A always matches at the very start of the subject text, before the first character. That is the only place where it matches. Place \A at the start of your regular expression to test whether the subject text begins with the text you want to match. The “A” must be uppercase.

JavaScript does not support \A.

The anchor ^ is equivalent to \A, as long as you do not turn on the “^ and $ match at line breaks” option. This option is off by default for all regex flavors except Ruby. Ruby does not offer a way to turn this option off.

Unless you’re using JavaScript, we recommend that you always use \A instead of ^. The meaning of \A never changes, avoiding any confusion or mistakes in setting regex options.

End of the subject

The anchors \Z and \z always match at the very end of the subject text, after the last character. Place \Z or \z at the end of your regular expression to test whether the subject text ends with the text you want to match.

.NET, Java, PCRE, Perl, and Ruby support both \Z and \z. Python supports only \Z. JavaScript does not support \Z or \z at all.

The difference between \Z and \z comes into play when the last character in your subject text is a line break. In that case, \Z can match at the very end of the subject text, after the final line break, as well as immediately before that line break. The benefit is that you can search for omega\Z without having to worry about stripping off a trailing line break at the end of your subject text. When reading a file line by line, some tools include the line break at the end of the line, whereas others don’t; \Z masks this difference. \z matches only at the very end of the subject text, so it will not match text if a trailing line break follows.

The anchor $ is equivalent to \Z, as long as you do not turn on the “^ and $ match at line breaks” option. This option is off by default for all regex flavors except Ruby. Ruby does not offer a way to turn this option off. Just like \Z, $ matches at the very end of the subject text, as well as before the final line break, if any.

To help clarify this subtle and somewhat confusing situation, let’s look at an example in Perl. Assuming that $/ (the current record separator) is set to its default \n, the following Perl statement reads a single line from the terminal (standard input):

$line = <>;

Perl leaves the newline on the content of the variable $line. Therefore, an expression such as endofinput.\z will not match the variable. But endofinput.\Z and endofinput.$ will both match, because they ignore the trailing newline.

To make processing easier, Perl programmers often strip newlines with:

chomp $line;

After that operation is performed, all three anchors will match. (Technically, chomp strips a string of the current record separator.)

Unless you’re using JavaScript, we recommend that you always use \Z instead of $. The meaning of \Z never changes, avoiding any confusion or mistakes in setting regex options.

Start of a line

By default, ^ matches only at the start of the subject text, just like \A. Only in Ruby does ^ always match at the start of a line. All the other flavors require you to turn on the option to make the caret and dollar sign match at line breaks. This option is typically referred to as “multiline” mode.

Do not confuse this mode with “single line” mode, which would be better known as “dot matches line breaks” mode. “Multiline” mode affects only the caret and dollar sign; “single line” mode affects only the dot, as Recipe 2.4 explains. It is perfectly possible to turn on both “single line” and “multiline” mode at the same time. By default, both options are off.

With the correct option set, ^ will match at the start of each line in the subject text. Strictly speaking, it matches before the very first character in the file, as it always does, and also after each line break character in the subject text. The caret in \n^ is redundant because ^ always matches after \n.

End of a line

By default, $ matches only at the end of the subject text or before the final line break, just like \Z. Only in Ruby does $ always match at the end of each line. All the other flavors require you to turn on the “multiline” option to make the caret and dollar match at line breaks.

With the correct option set, $ will match at the end of each line in the subject text. (Of course, it also matches after the very last character in the text because that is always the end of a line as well.) The dollar in $\n is redundant because $ always matches before \n.

Zero-length matches

It is perfectly valid for a regular expression to consist of nothing but one or more anchors. Such a regular expression will find a zero-length match at each position where the anchor can match. If you place several anchors together, all of them need to match at the same position for the regex to match.

You could use such a regular expression in a search-and-replace. Replace \A or \Z to prepend or append something to the whole subject. Replace ^ or $, in “^ and $ match at line breaks” mode, to prepend or append something in each line in the subject text.

Combine two anchors to test for blank lines or missing input. \A\Z matches the empty string, as well as the string that consists of a single newline. \A\z matches only the empty string. ^$, in “^ and $ match at line breaks” mode, matches each empty line in the subject text.

Variations

(?m)^begin
Regex options: None
Regex flavors: .NET, Java, XRegExp, PCRE, Perl, Python
(?m)end$
Regex options: None
Regex flavors: .NET, Java, XRegExp, PCRE, Perl, Python

If you cannot turn on “^ and $ match at line breaks” mode outside the regular expression, you can place a mode modifier at the start of the regular expression. The concept of mode modifiers and JavaScript’s lack of support for them are both explained in the subsection Case-insensitive matching under Recipe 2.1.

(?m) is the mode modifier for “^ and $ match at line breaks” mode in .NET, Java, XRegExp, PCRE, Perl, and Python. The m stands for “multiline” mode, which is Perl’s confusing name for “^ and $ match at line breaks.”

As explained earlier, the terminology was so confusing that the developer of Ruby’s regex engine copied it incorrectly. Ruby uses (?m) to turn on “dot matches line breaks” mode. Ruby’s (?m) has nothing to do with the caret and dollar anchors. In Ruby, ^ and $ always match at the start and end of each line.

Except for the unfortunate mix-up in letters, Ruby’s choice to use ^ and $ exclusively for lines is a good one. Unless you’re using JavaScript, we recommend that you copy this choice in your own regular expressions.

Jan Goyvaerts followed the same idea in his designs of EditPad Pro and PowerGREP. You won’t find a checkbox labeled “^ and $ match at line breaks,” even though there is one labeled “dot matches line breaks.” Unless you prefix your regular expression with (?-m), you’ll have to use \A and \Z to anchor your regex to the beginning or end of your file.

See Also

Recipe 3.4 explains how to set options such as “^ and $ match at line breaks” in your source code.

Recipe 3.21 shows how to use procedural code to really make a regex process some text line by line.