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. 8.7. Validating Generic URLs

    Problem

    You want to check whether a given piece of text is a valid URL according to RFC 3986.

    Solution

    \A
    (# Scheme
     [a-z][a-z0-9+\-.]*:
     (# Authority & path
      //
      ([a-z0-9\-._~%!$&'()*+,;=]+@)?              # User
      ([a-z0-9\-._~%]+                            # Named host
      |\[[a-f0-9:.]+\]                            # IPv6 host
      |\[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\])  # IPvFuture host
      (:[0-9]+)?                                  # Port
      (/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?          # Path
     |# Path without authority
      (/?[a-z0-9\-._~%!$&'()*+,;=:@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)?
     )
    |# Relative URL (no scheme or authority)
     (# Relative path
      [a-z0-9\-._~%!$&'()*+,;=@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?
     |# Absolute path
      (/[a-z0-9\-._~%!$&'()*+,;=:@]+)+/?
     )
    )
    # Query
    (\?[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    # Fragment
    (\#[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    \Z
    Regex options: Free-spacing, case insensitive
    Regex flavors: .NET, Java, PCRE, Perl, Python, Ruby
    \A
    (# Scheme
     (?<scheme>[a-z][a-z0-9+\-.]*):
     (# Authority & path
      //
      (?<user>[a-z0-9\-._~%!$&'()*+,;=]+@)?              # User
      (?<host>[a-z0-9\-._~%]+                            # Named host
      |       \[[a-f0-9:.]+\]                            # IPv6 host
      |       \[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\])  # IPvFuture host
      (?<port>:[0-9]+)?                                  # Port
      (?<path>(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)        # Path
     |# Path without authority
      (?<path>/?[a-z0-9\-._~%!$&'()*+,;=:@]+
              (/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)?
     )
    |# Relative URL (no scheme or authority)
     (?<path>
      # Relative path
      [a-z0-9\-._~%!$&'()*+,;=@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?
     |# Absolute path
      (/[a-z0-9\-._~%!$&'()*+,;=:@]+)+/?
     )
    )
    # Query
    (?<query>\?[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    # Fragment
    (?<fragment>\#[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    \Z
    Regex options: Free-spacing, case insensitive
    Regex flavors: .NET, Perl 5.10, Ruby 1.9
    \A
    (# Scheme
     (?<scheme>[a-z][a-z0-9+\-.]*):
     (# Authority & path
      //
      (?<user>[a-z0-9\-._~%!$&'()*+,;=]+@)?              # User
      (?<host>[a-z0-9\-._~%]+                            # Named host
      |       \[[a-f0-9:.]+\]                            # IPv6 host
      |       \[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\])  # IPvFuture host
      (?<port>:[0-9]+)?                                  # Port
      (?<hostpath>(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)    # Path
     |# Path without authority
      (?<schemepath>/?[a-z0-9\-._~%!$&'()*+,;=:@]+
                    (/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)?
     )
    |# Relative URL (no scheme or authority)
     (?<relpath>
      # Relative path
      [a-z0-9\-._~%!$&'()*+,;=@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?
     |# Absolute path
      (/[a-z0-9\-._~%!$&'()*+,;=:@]+)+/?
     )
    )
    # Query
    (?<query>\?[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    # Fragment
    (?<fragment>\#[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    \Z
    Regex options: Free-spacing, case insensitive
    Regex flavors: .NET, Java 7, PCRE 7, Perl 5.10, Ruby 1.9
    \A
    (# Scheme
     (?P<scheme>[a-z][a-z0-9+\-.]*):
     (# Authority & path
      //
      (?P<user>[a-z0-9\-._~%!$&'()*+,;=]+@)?              # User
      (?P<host>[a-z0-9\-._~%]+                            # Named host
      |       \[[a-f0-9:.]+\]                             # IPv6 host
      |       \[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\])   # IPvFuture host
      (?P<port>:[0-9]+)?                                  # Port
      (?P<hostpath>(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)    # Path
     |# Path without authority
      (?P<schemepath>/?[a-z0-9\-._~%!$&'()*+,;=:@]+
                     (/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?)?
     )
    |# Relative URL (no scheme or authority)
     (?P<relpath>
      # Relative path
      [a-z0-9\-._~%!$&'()*+,;=@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?
     |# Absolute path
      (/[a-z0-9\-._~%!$&'()*+,;=:@]+)+/?
     )
    )
    # Query
    (?P<query>\?[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    # Fragment
    (?P<fragment>\#[a-z0-9\-._~%!$&'()*+,;=:@/?]*)?
    \Z
    Regex options: Free-spacing, case insensitive
    Regex flavors: PCRE 4 and later, Perl 5.10, Python
    ^([a-z][a-z0-9+\-.]*:(\/\/([a-z0-9\-._~%!$&'()*+,;=]+@)?([a-z0-9\-._~%]+|↵
    \[[a-f0-9:.]+\]|\[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\])(:[0-9]+)?↵
    (\/[a-z0-9\-._~%!$&'()*+,;=:@]+)*\/?|(\/?[a-z0-9\-._~%!$&'()*+,;=:@]+↵
    (\/[a-z0-9\-._~%!$&'()*+,;=:@]+)*\/?)?)|([a-z0-9\-._~%!$&'()*+,;=@]+↵
    (\/[a-z0-9\-._~%!$&'()*+,;=:@]+)*\/?|(\/[a-z0-9\-._~%!$&'()*+,;=:@]+)↵
    +\/?))
    (\?[a-z0-9\-._~%!$&'()*+,;=:@\/?]*)?(#[a-z0-9\-._~%!$&'()*+,;=:@\/?]*)?$
    Regex options: Case insensitive
    Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python

Discussion

Most of the preceding recipes in this chapter deal with URLs, and the regular expressions in those recipes deal with specific kinds of URLs. Some of the regexes are adapted to specific purposes, such as determining whether punctuation is part of the URL or the text that quotes the URL.

The regular expressions in this recipe deal with generic URLs. They’re not intended for searching for URLs in larger text, but for validating strings that are supposed to hold URLs, and for splitting URLs into their various parts. They accomplish these tasks for any kind of URL, but in practice, you’ll likely want to make the regexes more specific. The recipes after this one show examples of more specific regexes.

RFC 3986 describes what a valid URL should look like. It covers every possible URL, including relative URLs and URLs for schemes that haven’t even been invented yet. As a result, RFC 3986 is very broad, and a regular expression that implements it is quite long. The regular expressions in this recipe only implement the basics. They’re enough to reliably split the URL into its various parts, but not to validate each of those parts. Validating all the parts would require specific knowledge of each URL scheme anyway.

RFC 3986 does not cover all URLs that you may encounter in the wild. For example, many browsers and web servers accept URLs with literal spaces in them, but RFC 3986 requires spaces to be escaped as %20.

An absolute URL must begin with a scheme, such as http: or ftp:. The first character of the scheme must be a letter. The following characters may be letters, digits, and a few specific punctuation characters. We can easily match that with two character classes: [a-z][a-z0-9+\-.]*.

Many URL schemes require what RFC 3986 calls an “authority.” The authority is the domain name or IP address of the server, optionally preceded by a username, and optionally followed by a port number.

The username can consist of letters, digits, and a bunch of punctuation. It must be delimited from the domain name or IP address with an @ sign. [a-z0-9\-._~%!$&'()*+,;=]+@ matches the username and delimiter.

RFC 3986 is quite liberal in what it allows for the domain name. Recipe 8.15 explains what is commonly allowed for domains: letters, digits, hyphens, and dots. RFC 3986 also allows tildes, and any other character via the percentage notation. The domain name must be converted to UTF-8, and any byte that is not a letter, digit, hyphen, or tilde must be encoded as %FF, where FF is the hexadecimal representation of the byte.

To keep our regular expression simple, we don’t check if each percentage sign is followed by exactly two hexadecimal digits. It is better to do such validation after the various parts of the URL have been separated. So we match the hostname with just [a-z0-9\-._~%]+, which also matches IPv4 addresses (allowed under RFC 3986).

Instead of a domain name or IPv4 address, the host also can be specified as an IPv6 address between square brackets, or even a future version of IP addresses. We match the IPv6 addresses with \[[a-f0-9:.]+\] and the future addresses with \[v[a-f0-9][a-z0-9\-._~%!$&'()*+,;=:]+\]. Although we can’t validate IP addresses using a version of IP that hasn’t been defined yet, we could be more strict about the IPv6 addresses. But this is again better left for a second regex, after extracting the address from the URL. Recipe 8.17 shows that validating IPv6 addresses is far from trivial.

The port number, if specified, is simply a decimal number separated from the hostname with a colon. :[0-9]+ is all we need.

If an authority is specified, it must be followed by either an absolute path or no path at all. An absolute path starts with a forward slash, followed by one or more segments delimited by forward slashes. A segment consists of one or more letters, digits, or punctuation characters. There can be no consecutive forward slashes. The path may end with a forward slash. (/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/? matches such paths.

If the URL does not specify an authority, the path can be absolute, relative, or omitted. Absolute paths start with a forward slash, whereas relative paths don’t. Because the leading forward slash is now optional, we need a slightly longer regex to match both absolute and relative paths: /?[a-z0-9\-._~%!$&'()*+,;=:@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?.

Relative URLs do not specify a scheme, and therefore no authority. The path becomes mandatory, and it can be absolute or relative. Since the URL does not specify a scheme, the first segment of a relative path cannot contain any colons. Otherwise, that colon would be seen as the delimiter of the scheme. So we need two regular expressions to match the path of a relative URL. We match relative paths with [a-z0-9\-._~%!$&'()*+,;=@]+(/[a-z0-9\-._~%!$&'()*+,;=:@]+)*/?. This is very similar to the regex for paths with a scheme but no authority. The only differences are the optional forward slash at the start, which is missing, and the first character class, which does not include the colon. We match absolute paths with (/[a-z0-9\-._~%!$&'()*+,;=:@]+)+/?. This is the same regex as the one for paths in URLs that specify a scheme and an authority, except that the asterisk that repeats the segments of the path has become a plus. Relative URLs require at least one path segment.

The query part of the URL is optional. If present, it must start with a question mark. The query runs until the first hash sign in the URL or until the end of the URL. Since the hash sign is not among valid punctuation characters for the query part of the URL, we can easily match this with \?[a-z0-9\-._~%!$&'()*+,;=:@/?]*. Both of the question marks in this regex are literal characters. The first one is outside a character class, and must be escaped. The second one is inside a character class, where it is always a literal character.

The final part of a URL is the fragment, which is also optional. It begins with a hash sign and runs until the end of the URL. \#[a-z0-9\-._~%!$&'()*+,;=:@/?]* matches this.

To make it easier to work with the various parts of the URL, we use named capturing groups. Recipe 2.11 explains how named capture works in the different regex flavors discussed in this book. Perl 5.10, Ruby 1.9, and .NET allow multiple named capturing groups to share the same name. This is very handy in this situation, because our regex has multiple ways of matching the URL’s path, depending on whether the scheme and/or the authority are specified. If we give these three groups the same name, we can simply query the “path” group to get the path, regardless of whether the URL has a scheme and/or an authority.

The other flavors don’t support this behavior for named capture, even though most support the same syntax for named capture. For the other flavors, the three capturing groups for the path all have different names. Only one of them will actually hold the URL’s path when a match is found. The other two won’t have participated in the match.

See Also

Recipe 3.9 shows code to get the text matched by a particular part (capturing group) of a regex. Use this to get the parts of the URL you want.

Techniques used in the regular expressions in this recipe are discussed in Chapter 2. Recipe 2.3 explains character classes. Recipe 2.5 explains anchors. Recipe 2.8 explains alternation. Recipe 2.9 explains grouping. Recipe 2.11 explains named capturing groups. Recipe 2.12 explains repetition. Recipe 2.18 explains how to add comments.

Recipe 8.1 provides a simpler solution that follows more liberal rules for valid URLs used by the major web browsers, rather than strictly adhering to RFC 3986.