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Regular Expressions Cookbook, 2nd Edition

Cover of Regular Expressions Cookbook, 2nd Edition by Jan Goyvaerts... Published by O'Reilly Media, Inc.
  1. Regular Expressions Cookbook
  2. Preface
    1. Caught in the Snarls of Different Versions
    2. Intended Audience
    3. Technology Covered
    4. Organization of This Book
    5. Conventions Used in This Book
    6. Using Code Examples
    7. Safari® Books Online
    8. How to Contact Us
    9. Acknowledgments
  3. 1. Introduction to Regular Expressions
    1. Regular Expressions Defined
      1. Many Flavors of Regular Expressions
      2. Regex Flavors Covered by This Book
    2. Search and Replace with Regular Expressions
      1. Many Flavors of Replacement Text
    3. Tools for Working with Regular Expressions
      1. RegexBuddy
      2. RegexPal
      3. RegexMagic
      4. More Online Regex Testers
      5. More Desktop Regular Expression Testers
      6. grep
      7. Popular Text Editors
  4. 2. Basic Regular Expression Skills
    1. 2.1. Match Literal Text
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    2. 2.2. Match Nonprintable Characters
      1. Problem
      2. Solution
      3. Discussion
      4. Variations on Representations of Nonprinting Characters
      5. See Also
    3. 2.3. Match One of Many Characters
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. Flavor-Specific Features
      6. See Also
    4. 2.4. Match Any Character
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    5. 2.5. Match Something at the Start and/or the End of a Line
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    6. 2.6. Match Whole Words
      1. Problem
      2. Solution
      3. Discussion
      4. Word Characters
      5. See Also
    7. 2.7. Unicode Code Points, Categories, Blocks, and Scripts
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    8. 2.8. Match One of Several Alternatives
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    9. 2.9. Group and Capture Parts of the Match
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    10. 2.10. Match Previously Matched Text Again
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    11. 2.11. Capture and Name Parts of the Match
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 2.12. Repeat Part of the Regex a Certain Number of Times
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    13. 2.13. Choose Minimal or Maximal Repetition
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    14. 2.14. Eliminate Needless Backtracking
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    15. 2.15. Prevent Runaway Repetition
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    16. 2.16. Test for a Match Without Adding It to the Overall Match
      1. Problem
      2. Solution
      3. Discussion
      4. Alternative to Lookbehind
      5. Solution Without Lookbehind
      6. See Also
    17. 2.17. Match One of Two Alternatives Based on a Condition
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    18. 2.18. Add Comments to a Regular Expression
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
    19. 2.19. Insert Literal Text into the Replacement Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    20. 2.20. Insert the Regex Match into the Replacement Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    21. 2.21. Insert Part of the Regex Match into the Replacement Text
      1. Problem
      2. Solution
      3. Discussion
      4. Solution Using Named Capture
      5. See Also
    22. 2.22. Insert Match Context into the Replacement Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
  5. 3. Programming with Regular Expressions
    1. Programming Languages and Regex Flavors
      1. Languages Covered in This Chapter
      2. More Programming Languages
    2. 3.1. Literal Regular Expressions in Source Code
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    3. 3.2. Import the Regular Expression Library
      1. Problem
      2. Solution
      3. Discussion
    4. 3.3. Create Regular Expression Objects
      1. Problem
      2. Solution
      3. Discussion
      4. Compiling a Regular Expression Down to CIL
      5. Discussion
      6. See Also
    5. 3.4. Set Regular Expression Options
      1. Problem
      2. Solution
      3. Discussion
      4. Additional Language-Specific Options
      5. See Also
    6. 3.5. Test If a Match Can Be Found Within a Subject String
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    7. 3.6. Test Whether a Regex Matches the Subject String Entirely
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. 3.7. Retrieve the Matched Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    9. 3.8. Determine the Position and Length of the Match
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    10. 3.9. Retrieve Part of the Matched Text
      1. Problem
      2. Solution
      3. Discussion
      4. Named Capture
      5. See Also
    11. 3.10. Retrieve a List of All Matches
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 3.11. Iterate over All Matches
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    13. 3.12. Validate Matches in Procedural Code
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    14. 3.13. Find a Match Within Another Match
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    15. 3.14. Replace All Matches
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    16. 3.15. Replace Matches Reusing Parts of the Match
      1. Problem
      2. Solution
      3. Discussion
      4. Named Capture
      5. See Also
    17. 3.16. Replace Matches with Replacements Generated in Code
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    18. 3.17. Replace All Matches Within the Matches of Another Regex
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    19. 3.18. Replace All Matches Between the Matches of Another Regex
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    20. 3.19. Split a String
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    21. 3.20. Split a String, Keeping the Regex Matches
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    22. 3.21. Search Line by Line
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    23. Construct a Parser
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
  6. 4. Validation and Formatting
    1. 4.1. Validate Email Addresses
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    2. 4.2. Validate and Format North American Phone Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    3. 4.3. Validate International Phone Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    4. 4.4. Validate Traditional Date Formats
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    5. 4.5. Validate Traditional Date Formats, Excluding Invalid Dates
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    6. 4.6. Validate Traditional Time Formats
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    7. 4.7. Validate ISO 8601 Dates and Times
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. 4.8. Limit Input to Alphanumeric Characters
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    9. 4.9. Limit the Length of Text
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    10. 4.10. Limit the Number of Lines in Text
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    11. 4.11. Validate Affirmative Responses
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 4.12. Validate Social Security Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    13. 4.13. Validate ISBNs
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    14. 4.14. Validate ZIP Codes
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    15. 4.15. Validate Canadian Postal Codes
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    16. 4.16. Validate U.K. Postcodes
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    17. 4.17. Find Addresses with Post Office Boxes
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    18. 4.18. Reformat Names From “FirstName LastName” to “LastName, FirstName”
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    19. 4.19. Validate Password Complexity
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    20. 4.20. Validate Credit Card Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Extra Validation with the Luhn Algorithm
      5. See Also
    21. 4.21. European VAT Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
  7. 5. Words, Lines, and Special Characters
    1. 5.1. Find a Specific Word
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    2. 5.2. Find Any of Multiple Words
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    3. 5.3. Find Similar Words
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    4. 5.4. Find All Except a Specific Word
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    5. 5.5. Find Any Word Not Followed by a Specific Word
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    6. 5.6. Find Any Word Not Preceded by a Specific Word
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    7. 5.7. Find Words Near Each Other
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    8. 5.8. Find Repeated Words
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    9. 5.9. Remove Duplicate Lines
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    10. 5.10. Match Complete Lines That Contain a Word
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    11. 5.11. Match Complete Lines That Do Not Contain a Word
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 5.12. Trim Leading and Trailing Whitespace
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    13. 5.13. Replace Repeated Whitespace with a Single Space
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    14. 5.14. Escape Regular Expression Metacharacters
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
  8. 6. Numbers
    1. 6.1. Integer Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    2. 6.2. Hexadecimal Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    3. 6.3. Binary Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    4. 6.4. Octal Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    5. 6.5. Decimal Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    6. 6.6. Strip Leading Zeros
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    7. 6.7. Numbers Within a Certain Range
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. 6.8. Hexadecimal Numbers Within a Certain Range
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    9. 6.9. Integer Numbers with Separators
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    10. 6.10. Floating-Point Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    11. 6.11. Numbers with Thousand Separators
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 6.12. Add Thousand Separators to Numbers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    13. 6.13. Roman Numerals
      1. Problem
      2. Solution
      3. Discussion
      4. Convert Roman Numerals to Decimal
      5. See Also
  9. 7. Source Code and Log Files
    1. Keywords
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    2. Identifiers
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    3. Numeric Constants
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    4. Operators
      1. Problem
      2. Solution
      3. Discussion
    5. Single-Line Comments
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    6. Multiline Comments
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    7. All Comments
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. Strings
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    9. Strings with Escapes
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    10. Regex Literals
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    11. Here Documents
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. Common Log Format
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    13. Combined Log Format
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    14. Broken Links Reported in Web Logs
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
  10. 8. URLs, Paths, and Internet Addresses
    1. 8.1. Validating URLs
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    2. 8.2. Finding URLs Within Full Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    3. 8.3. Finding Quoted URLs in Full Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    4. 8.4. Finding URLs with Parentheses in Full Text
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    5. 8.5. Turn URLs into Links
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    6. 8.6. Validating URNs
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    7. 8.7. Validating Generic URLs
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. 8.8. Extracting the Scheme from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    9. 8.9. Extracting the User from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    10. 8.10. Extracting the Host from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    11. 8.11. Extracting the Port from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    12. 8.12. Extracting the Path from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    13. 8.13. Extracting the Query from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    14. 8.14. Extracting the Fragment from a URL
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    15. 8.15. Validating Domain Names
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    16. 8.16. Matching IPv4 Addresses
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    17. 8.17. Matching IPv6 Addresses
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    18. 8.18. Validate Windows Paths
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    19. 8.19. Split Windows Paths into Their Parts
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    20. 8.20. Extract the Drive Letter from a Windows Path
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    21. 8.21. Extract the Server and Share from a UNC Path
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    22. 8.22. Extract the Folder from a Windows Path
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    23. 8.23. Extract the Filename from a Windows Path
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    24. 8.24. Extract the File Extension from a Windows Path
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    25. 8.25. Strip Invalid Characters from Filenames
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
  11. 9. Markup and Data Formats
    1. Processing Markup and Data Formats with Regular Expressions
      1. Basic Rules for Formats Covered in This Chapter
    2. 9.1. Find XML-Style Tags
      1. Problem
      2. Solution
      3. Discussion
      4. Skip Tricky (X)HTML and XML Sections
      5. See Also
    3. 9.2. Replace <b> Tags with <strong>
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    4. 9.3. Remove All XML-Style Tags Except <em> and <strong>
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    5. 9.4. Match XML Names
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    6. 9.5. Convert Plain Text to HTML by Adding <p> and <br> Tags
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    7. 9.6. Decode XML Entities
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    8. 9.7. Find a Specific Attribute in XML-Style Tags
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    9. 9.8. Add a cellspacing Attribute to <table> Tags That Do Not Already Include It
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    10. 9.9. Remove XML-Style Comments
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    11. 9.10. Find Words Within XML-Style Comments
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    12. 9.11. Change the Delimiter Used in CSV Files
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    13. 9.12. Extract CSV Fields from a Specific Column
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    14. 9.13. Match INI Section Headers
      1. Problem
      2. Solution
      3. Discussion
      4. Variations
      5. See Also
    15. 9.14. Match INI Section Blocks
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
    16. 9.15. Match INI Name-Value Pairs
      1. Problem
      2. Solution
      3. Discussion
      4. See Also
  12. Index
  13. About the Authors
  14. Colophon
  15. Copyright
O'Reilly logo

4.8. Limit Input to Alphanumeric Characters

Problem

Your application requires that users limit their responses to one or more alphanumeric English characters (letters A–Z and a–z, and digits 0–9).

Solution

With regular expressions at your disposal, the solution is dead simple. A character class can set up the allowed range of characters. With an added quantifier that repeats the character class one or more times, and anchors that bind the match to the start and end of the string, you’re good to go.

Regular expression

^[A-Z0-9]+$
Regex options: Case insensitive
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Ruby example

if subject =~ /^[A-Z0-9]+$/i
    puts "Subject is alphanumeric"
else
    puts "Subject is not alphanumeric"
end

Follow Recipe 3.6 to add this regex to your code in other programming languages. Recipe 3.4 shows how to set regular expression options, including the “case insensitive” modifier used here.

Discussion

Let’s look at the four pieces of this regular expression one at a time:

^         # Assert position at the beginning of the string.
[A-Z0-9]  # Match a character from A to Z or from 0 to 9
  +       #   between one and unlimited times.
$         # Assert position at the end of the string.
Regex options: Case insensitive, free-spacing
Regex flavors: .NET, Java, XRegExp, PCRE, Perl, Python, Ruby

The ^ and $ assertions at the beginning and end of the regular expression ensure that the entire input string is tested. Without them, the regex could match any part of a longer string, letting invalid characters through. The plus quantifier + repeats the preceding element one or more times. If you wanted to allow the regex to match an entirely empty string, you could replace the + with *. That’s because the asterisk quantifier * allows zero or more repetitions, effectively making the preceding element optional.

Variations

Limit input to ASCII characters

The following regular expression limits input to the 128 characters in the seven-bit ASCII character table. This includes 33 nonvisible control characters:

^[\x00-\x7F]+$
Regex options: None
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Limit input to ASCII noncontrol characters and line breaks

Use the following regular expression to limit input to visible characters and whitespace in the ASCII character table, excluding control characters. The line feed and carriage return characters (at positions 0x0A and 0x0D, respectively) are the most commonly used control characters, so they’re explicitly included using \n (line feed) and \r (carriage return):

^[\n\r\x20-\x7E]+$
Regex options: None
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

Limit input to shared ISO-8859-1 and Windows-1252 characters

ISO-8859-1 and Windows-1252 (often called ANSI) are two commonly used eight-bit character encodings that are both based on the Latin-1 standard (or more formally, ISO/IEC 8859-1). However, the characters they map to the positions between 0x80 and 0x9F are incompatible. ISO-8859-1 uses these positions for control codes, whereas Windows-1252 uses them for an extended range of letters and punctuation. These differences sometimes lead to difficulty displaying characters, particularly with documents that do not declare their encoding or when the recipient is using a non-Windows system. The following regular expression can be used to limit input to characters that are shared by ISO-8859-1 and Windows-1252 (including shared control characters):

^[\x00-\x7F\xA0-\xFF]+$
Regex options: None
Regex flavors: .NET, Java, JavaScript, PCRE, Perl, Python, Ruby

The hexadecimal notation might make this regular expression hard to read, but it works the same way as the [A-Z0-9] character class shown earlier. It matches characters in two ranges: \x00-\x7F and \xA0-\xFF.

Limit input to alphanumeric characters in any language

This regular expression limits input to letters and numbers from any language or script:

^[\p{L}\p{M}\p{Nd}]+$
Regex options: None
Regex flavors: .NET, Java, XRegExp, PCRE, Perl, Ruby 1.9

This uses a character class that includes shorthands for all code points in the Unicode Letter, Mark, and Decimal Number categories, which follows the official Unicode definition of an alphanumeric character. The Mark category is included since marks are required for words of many languages. Marks are code points that are intended to be combined with other characters (for example, to form an accented version of a base letter).

Unfortunately, Unicode categories are not supported by all of the regular expression flavors covered by this book. Specifically, this regex will not work with JavaScript (unless using XRegExp), Python, or Ruby 1.8’s native flavor. Using this regex with PCRE requires PCRE to be compiled with UTF-8 support, and Unicode categories can be used with PHP’s preg functions (which rely on PCRE) if the /u option is appended to the regex.

The following regex shows a workaround for Python:

^[^\W_]+$
Regex options: Unicode
Regex flavors: Python

Here, we work around the lack of Unicode categories in Python by using the UNICODE or U flag when creating the regular expression. This changes the meaning of some regex tokens by making them use the Unicode character table. \w then gets us most of the way to a solution since it matches alphanumeric characters and the underscore. By using its inverse \W in a negated character class, we can remove the underscore from this set. Double negatives like this are occasionally quite useful in regular expressions, though they can be difficult to wrap your head around.[8] Python 3.x includes non-ASCII characters in shorthands like \w by default, and therefore doesn’t require the UNICODE flag.

See Also

Recipe 4.9 shows how to limit text by length instead of character set.

Techniques used in the regular expressions in this recipe are discussed in Chapter 2. Recipe 2.2 explains how to match nonprinting characters. Recipe 2.3 explains character classes. Recipe 2.5 explains anchors. Recipe 2.12 explains repetition. Recipe 2.7 explains how to match Unicode characters.



[8] For even more fun (if you have a twisted definition of fun), try creating triple, quadruple, or even greater levels of negatives by throwing in negative lookaround (see Recipe 2.16) and character class subtraction (see Flavor-Specific Features in Recipe 2.3).

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