- •Introduction
- •Who This Book Is For
- •What This Book Covers
- •How This Book Is Structured
- •What You Need to Use This Book
- •Conventions
- •Source Code
- •Errata
- •p2p.wrox.com
- •What Are Regular Expressions?
- •What Can Regular Expressions Be Used For?
- •Finding Doubled Words
- •Checking Input from Web Forms
- •Changing Date Formats
- •Finding Incorrect Case
- •Adding Links to URLs
- •Regular Expressions You Already Use
- •Search and Replace in Word Processors
- •Directory Listings
- •Online Searching
- •Why Regular Expressions Seem Intimidating
- •Compact, Cryptic Syntax
- •Whitespace Can Significantly Alter the Meaning
- •No Standards Body
- •Differences between Implementations
- •Characters Change Meaning in Different Contexts
- •Regular Expressions Can Be Case Sensitive
- •Case-Sensitive and Case-Insensitive Matching
- •Case and Metacharacters
- •Continual Evolution in Techniques Supported
- •Multiple Solutions for a Single Problem
- •What You Want to Do with a Regular Expression
- •Replacing Text in Quantity
- •Regular Expression Tools
- •findstr
- •Microsoft Word
- •StarOffice Writer/OpenOffice.org Writer
- •Komodo Rx Package
- •PowerGrep
- •Microsoft Excel
- •JavaScript and JScript
- •VBScript
- •Visual Basic.NET
- •Java
- •Perl
- •MySQL
- •SQL Server 2000
- •W3C XML Schema
- •An Analytical Approach to Using Regular Expressions
- •Express and Document What You Want to Do in English
- •Consider the Regular Expression Options Available
- •Consider Sensitivity and Specificity
- •Create Appropriate Regular Expressions
- •Document All but Simple Regular Expressions
- •Document What You Expect the Regular Expression to Do
- •Document What You Want to Match
- •Test the Results of a Regular Expression
- •Matching Single Characters
- •Matching Sequences of Characters That Each Occur Once
- •Introducing Metacharacters
- •Matching Sequences of Different Characters
- •Matching Optional Characters
- •Matching Multiple Optional Characters
- •Other Cardinality Operators
- •The * Quantifier
- •The + Quantifier
- •The Curly-Brace Syntax
- •The {n} Syntax
- •The {n,m} Syntax
- •Exercises
- •Regular Expression Metacharacters
- •Thinking about Characters and Positions
- •The Period (.) Metacharacter
- •Matching Variably Structured Part Numbers
- •Matching a Literal Period
- •The \w Metacharacter
- •The \W Metacharacter
- •Digits and Nondigits
- •The \d Metacharacter
- •Canadian Postal Code Example
- •The \D Metacharacter
- •Alternatives to \d and \D
- •The \s Metacharacter
- •Handling Optional Whitespace
- •The \S Metacharacter
- •The \t Metacharacter
- •The \n Metacharacter
- •Escaped Characters
- •Finding the Backslash
- •Modifiers
- •Global Search
- •Case-Insensitive Search
- •Exercises
- •Introduction to Character Classes
- •Choice between Two Characters
- •Using Quantifiers with Character Classes
- •Using the \b Metacharacter in Character Classes
- •Selecting Literal Square Brackets
- •Using Ranges in Character Classes
- •Alphabetic Ranges
- •Use [A-z] With Care
- •Digit Ranges in Character Classes
- •Hexadecimal Numbers
- •IP Addresses
- •Reverse Ranges in Character Classes
- •A Potential Range Trap
- •Finding HTML Heading Elements
- •Metacharacter Meaning within Character Classes
- •The ^ metacharacter
- •How to Use the - Metacharacter
- •Negated Character Classes
- •Combining Positive and Negative Character Classes
- •POSIX Character Classes
- •The [:alnum:] Character Class
- •Exercises
- •String, Line, and Word Boundaries
- •The ^ Metacharacter
- •The ^ Metacharacter and Multiline Mode
- •The $ Metacharacter
- •The $ Metacharacter in Multiline Mode
- •Using the ^ and $ Metacharacters Together
- •Matching Blank Lines
- •Working with Dollar Amounts
- •Revisiting the IP Address Example
- •What Is a Word?
- •Identifying Word Boundaries
- •The \< Syntax
- •The \>Syntax
- •The \b Syntax
- •The \B Metacharacter
- •Less-Common Word-Boundary Metacharacters
- •Exercises
- •Grouping Using Parentheses
- •Parentheses and Quantifiers
- •Matching Literal Parentheses
- •U.S. Telephone Number Example
- •Alternation
- •Choosing among Multiple Options
- •Unexpected Alternation Behavior
- •Capturing Parentheses
- •Numbering of Captured Groups
- •Numbering When Using Nested Parentheses
- •Named Groups
- •Non-Capturing Parentheses
- •Back References
- •Exercises
- •Why You Need Lookahead and Lookbehind
- •The (? metacharacters
- •Lookahead
- •Positive Lookahead
- •Negative Lookahead
- •Positive Lookahead Examples
- •Positive Lookahead in the Same Document
- •Inserting an Apostrophe
- •Lookbehind
- •Positive Lookbehind
- •Negative Lookbehind
- •How to Match Positions
- •Adding Commas to Large Numbers
- •Exercises
- •What Are Sensitivity and Specificity?
- •Extreme Sensitivity, Awful Specificity
- •Email Addresses Example
- •Replacing Hyphens Example
- •The Sensitivity/Specificity Trade-Off
- •Sensitivity, Specificity, and Positional Characters
- •Sensitivity, Specificity, and Modes
- •Sensitivity, Specificity, and Lookahead and Lookbehind
- •How Much Should the Regular Expressions Do?
- •Abbreviations
- •Characters from Other Languages
- •Names
- •Sensitivity and How to Achieve It
- •Specificity and How to Maximize It
- •Exercises
- •Documenting Regular Expressions
- •Document the Problem Definition
- •Add Comments to Your Code
- •Making Use of Extended Mode
- •Know Your Data
- •Abbreviations
- •Proper Names
- •Incorrect Spelling
- •Creating Test Cases
- •Debugging Regular Expressions
- •Treacherous Whitespace
- •Backslashes Causing Problems
- •Considering Other Causes
- •The User Interface
- •Metacharacters Available
- •Quantifiers
- •The @ Quantifier
- •The {n,m} Syntax
- •Modes
- •Character Classes
- •Back References
- •Lookahead and Lookbehind
- •Lazy Matching versus Greedy Matching
- •Examples
- •Character Class Examples, Including Ranges
- •Whole Word Searches
- •Search-and-Replace Examples
- •Changing Name Structure Using Back References
- •Manipulating Dates
- •The Star Training Company Example
- •Regular Expressions in Visual Basic for Applications
- •Exercises
- •The User Interface
- •Metacharacters Available
- •Quantifiers
- •Modes
- •Character Classes
- •Alternation
- •Back References
- •Lookahead and Lookbehind
- •Search Example
- •Search-and-Replace Example
- •Online Chats
- •POSIX Character Classes
- •Matching Numeric Digits
- •Exercises
- •Introducing findstr
- •Finding Literal Text
- •Quantifiers
- •Character Classes
- •Command-Line Switch Examples
- •The /v Switch
- •The /a Switch
- •Single File Examples
- •Simple Character Class Example
- •Find Protocols Example
- •Multiple File Example
- •A Filelist Example
- •Exercises
- •The PowerGREP Interface
- •A Simple Find Example
- •The Replace Tab
- •The File Finder Tab
- •Syntax Coloring
- •Other Tabs
- •Numeric Digits and Alphabetic Characters
- •Quantifiers
- •Back References
- •Alternation
- •Line Position Metacharacters
- •Word-Boundary Metacharacters
- •Lookahead and Lookbehind
- •Longer Examples
- •Finding HTML Horizontal Rule Elements
- •Matching Time Example
- •Exercises
- •The Excel Find Interface
- •Escaping Wildcard Characters
- •Using Wildcards in Data Forms
- •Using Wildcards in Filters
- •Exercises
- •Using LIKE with Regular Expressions
- •The % Metacharacter
- •The _ Metacharacter
- •Character Classes
- •Negated Character Classes
- •Using Full-Text Search
- •Using The CONTAINS Predicate
- •Document Filters on Image Columns
- •Exercises
- •Using the _ and % Metacharacters
- •Testing Matching of Literals: _ and % Metacharacters
- •Using Positional Metacharacters
- •Using Character Classes
- •Quantifiers
- •Social Security Number Example
- •Exercises
- •The Interface to Metacharacters in Microsoft Access
- •Creating a Hard-Wired Query
- •Creating a Parameter Query
- •Using the ? Metacharacter
- •Using the * Metacharacter
- •Using the # Metacharacter
- •Using the # Character with Date/Time Data
- •Using Character Classes in Access
- •Exercises
- •The RegExp Object
- •Attributes of the RegExp Object
- •The Other Properties of the RegExp Object
- •The test() Method of the RegExp Object
- •The exec() Method of the RegExp Object
- •The String Object
- •Metacharacters in JavaScript and JScript
- •SSN Validation Example
- •Exercises
- •The RegExp Object and How to Use It
- •Quantifiers
- •Positional Metacharacters
- •Character Classes
- •Word Boundaries
- •Lookahead
- •Grouping and Nongrouping Parentheses
- •Exercises
- •The System.Text.RegularExpressions namespace
- •A Simple Visual Basic .NET Example
- •The Classes of System.Text.RegularExpressions
- •The Regex Object
- •Using the Match Object and Matches Collection
- •Using the Match.Success Property and Match.NextMatch Method
- •The GroupCollection and Group Classes
- •The CaptureCollection and Capture Class
- •The RegexOptions Enumeration
- •Case-Insensitive Matching: The IgnoreCase Option
- •Multiline Matching: The Effect on the ^ and $ Metacharacters
- •Right to Left Matching: The RightToLeft Option
- •Lookahead and Lookbehind
- •Exercises
- •An Introductory Example
- •The Classes of System.Text.RegularExpressions
- •The Regex Class
- •The Options Property of the Regex Class
- •Regex Class Methods
- •The CompileToAssembly() Method
- •The GetGroupNames() Method
- •The GetGroupNumbers() Method
- •GroupNumberFromName() and GroupNameFromNumber() Methods
- •The IsMatch() Method
- •The Match() Method
- •The Matches() Method
- •The Replace() Method
- •The Split() Method
- •Using the Static Methods of the Regex Class
- •The IsMatch() Method as a Static
- •The Match() Method as a Static
- •The Matches() Method as a Static
- •The Replace() Method as a Static
- •The Split() Method as a Static
- •The Match and Matches Classes
- •The Match Class
- •The GroupCollection and Group Classes
- •The RegexOptions Class
- •The IgnorePatternWhitespace Option
- •Metacharacters Supported in Visual C# .NET
- •Using Named Groups
- •Using Back References
- •Exercise
- •The ereg() Set of Functions
- •The ereg() Function
- •The ereg() Function with Three Arguments
- •The eregi() Function
- •The ereg_replace() Function
- •The eregi_replace() Function
- •The split() Function
- •The spliti() Function
- •The sql_regcase() Function
- •Perl Compatible Regular Expressions
- •Pattern Delimiters in PCRE
- •Escaping Pattern Delimiters
- •Matching Modifiers in PCRE
- •Using the preg_match() Function
- •Using the preg_match_all() Function
- •Using the preg_grep() Function
- •Using the preg_quote() Function
- •Using the preg_replace() Function
- •Using the preg_replace_callback() Function
- •Using the preg_split() Function
- •Supported Metacharacters with ereg()
- •Using POSIX Character Classes with PHP
- •Supported Metacharacters with PCRE
- •Positional Metacharacters
- •Character Classes in PHP
- •Documenting PHP Regular Expressions
- •Exercises
- •W3C XML Schema Basics
- •Tools for Using W3C XML Schema
- •Comparing XML Schema and DTDs
- •How Constraints Are Expressed in W3C XML Schema
- •W3C XML Schema Datatypes
- •Derivation by Restriction
- •Unicode and W3C XML Schema
- •Unicode Overview
- •Using Unicode Character Classes
- •Matching Decimal Numbers
- •Mixing Unicode Character Classes with Other Metacharacters
- •Unicode Character Blocks
- •Using Unicode Character Blocks
- •Metacharacters Supported in W3C XML Schema
- •Positional Metacharacters
- •Matching Numeric Digits
- •Alternation
- •Using the \w and \s Metacharacters
- •Escaping Metacharacters
- •Exercises
- •Introduction to the java.util.regex Package
- •Obtaining and Installing Java
- •The Pattern Class
- •Using the matches() Method Statically
- •Two Simple Java Examples
- •The Properties (Fields) of the Pattern Class
- •The CASE_INSENSITIVE Flag
- •Using the COMMENTS Flag
- •The DOTALL Flag
- •The MULTILINE Flag
- •The UNICODE_CASE Flag
- •The UNIX_LINES Flag
- •The Methods of the Pattern Class
- •The compile() Method
- •The flags() Method
- •The matcher() Method
- •The matches() Method
- •The pattern() Method
- •The split() Method
- •The Matcher Class
- •The appendReplacement() Method
- •The appendTail() Method
- •The end() Method
- •The find() Method
- •The group() Method
- •The groupCount() Method
- •The lookingAt() Method
- •The matches() Method
- •The pattern() Method
- •The replaceAll() Method
- •The replaceFirst() Method
- •The reset() Method
- •The start() Method
- •The PatternSyntaxException Class
- •Using the \d Metacharacter
- •Character Classes
- •The POSIX Character Classes in the java.util.regex Package
- •Unicode Character Classes and Character Blocks
- •Using Escaped Characters
- •Using Methods of the String Class
- •Using the matches() Method
- •Using the replaceFirst() Method
- •Using the replaceAll() Method
- •Using the split() Method
- •Exercises
- •Obtaining and Installing Perl
- •Creating a Simple Perl Program
- •Basics of Perl Regular Expression Usage
- •Using the m// Operator
- •Using Other Regular Expression Delimiters
- •Matching Using Variable Substitution
- •Using the s/// Operator
- •Using s/// with the Global Modifier
- •Using s/// with the Default Variable
- •Using the split Operator
- •Using Quantifiers in Perl
- •Using Positional Metacharacters
- •Captured Groups in Perl
- •Using Back References in Perl
- •Using Alternation
- •Using Character Classes in Perl
- •Using Lookahead
- •Using Lookbehind
- •Escaping Metacharacters
- •A Simple Perl Regex Tester
- •Exercises
- •Index
5
Character Classes
Character classes are used when you want to match any one of a collection of characters. The need for character classes may, for example, occur when you are matching certain parts in a parts catalog or certain names in an employee listing.
Some character classes correspond to widely used collections of characters. For example, the character class [A-Z] corresponds to uppercase ASCII characters, and the character class [0-9] matches a numeric digit.
This chapter looks at the following:
How character classes work
How to use quantifiers with character classes
How to use ranges inside character classes
How to use negated character classes
Introduction to Character Classes
A character class is a nonordered grouping of characters from which one character is chosen to provide a match for a regular expression pattern. If none of the characters specified in the character class matches the character currently being matched, the match fails.
The following pattern containing the character class [yi] would match the surnames Smith and Smyth because the third character of each of those sequences of characters is contained in the specified character class.
Sm[yi]th
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When a character class has no associated quantifier, the pattern specifies that exactly one character from the character class is to be matched. So the following pattern would match pear, peer, and peir but would not match per, because there is no match in per for either of the characters contained in the character class:
pe[aei]r
The term character set is sometimes used to refer to the notion for which I use the term character class. The term character class seems to be more widely used and is the one I use consistently in this chapter and elsewhere in this book.
Examine the following problem definition:
Match an uppercase A, followed by an uppercase B, followed by either the numeric digit 1 or the numeric digit 2, followed by another numeric digit.
To select part numbers AB10 to AB29 given this definition, you could use the following pattern:
AB[12][0123456789]
The first character class, [12], indicates that the third character in a sequence of characters can be the numeric digit 1 or the numeric digit 2. The character class [0123456789] indicates that the fourth character in a sequence of characters must be a numeric digit, 0 through 9.
The sample data is in the file ABPartNumbers.txt:
AB31
AB2D
AB10
AB18
AB44
AB29
AB24
Try It Out Character Class
1.Open OpenOffice.org Writer, and open the test file ABPartNumbers.txt.
2.Use Ctrl+F to open the Find & Replace dialog box.
3.Check the Regular Expressions and Match Case check boxes.
4.Enter the pattern AB[12][0123456789] in the Search For text box, and click the Find All button.
5.Inspect the sample text, shown in Figure 5-1, to see which sequences of characters have been highlighted. Notice that neither of the first two sequences of characters is matched.
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Character Classes
Figure 5-1
How It Works
The regular expression engine begins matching at the position immediately before the A of AB31. It attempts to match the uppercase A in the pattern against the uppercase A in the sample text. There is a match. It next attempts to match the second character in the pattern, uppercase B, against the next character in the sample text, which is an uppercase B. That too matches. Next, it attempts to match the third component of the pattern (which is the character class [12] rather than a single literal character) against the third character of the sequence, the numeric digit 3. There is no match. Because one component of the pattern fails to match, the entire pattern fails to match.
The sequence of characters AB2D also fails to match. The first two characters in the sequence match against the first two characters, AB, in the pattern. The third character in the sequence of characters, 2, matches against the character class [12]. However, the fourth character in the sequence of characters, D, does not match against the character class [0123456789]. Because one component of the pattern fails to match, the entire pattern fails to match.
However, the sequence of characters AB10 does match. The first character in the sequence of characters, A, matches the first character in the pattern, A. The second character in the sequence of characters, B, matches the second character in the pattern, B. The third character of the sequence of characters, the numeric digit 1, matches the third component of the pattern, the character class [12], because the
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numeric digit 1 is contained in the character class. The fourth character in the sequence of characters, the numeric digit 0, matches because the numeric digit 0 is contained in the character class [0123456789].
Choice between Two Characters
You can use a character class for a choice as simple as that between two characters. However, for that scenario you can just as easily use parentheses to enclose two options.
Parentheses and how they can be used in alternation are described in more detail in Chapter 7.
Suppose that you want to select people in a listing represented by the sample document People.txt, shown here:
Cardoza, Fred
Catto, Philipa
Duncan, Jean
Edwards, Neil
England, Elizabeth
Main, Robert
Martin, Jane
Meens, Carol
Patrick, Harry
Paul, Jeanine
Roberts, Clementine
Schmidt, Paul
Sells, Simon
Smith, Peter
Stephens, Sheila
Wales, Gareth
Zinni, Hamish
Assume that all names are laid out as shown, on separate lines, and that the surname is first, followed by a comma, then a space, then the first name. If you wanted to select people whose surname begins with C or D, you could use the following problem definition:
Match an uppercase C or an uppercase D, followed by any number of successive ASCII lowercase alphabetic characters.
The following pattern could be used to express a solution to the problem definition:
[CD][a-z]+
However, that pattern is not specific enough. If you use it to test Roberts, Clementine you will find that there is an undesired match in the first name Clementine, and you want to match last names. So you need a more specific pattern. In this case, you can simply modify the problem definition to the following:
Match an uppercase C, followed by any number of successive ASCII lowercase alphabetic characters, followed by a comma.
This results in a more specific pattern:
[CD][a-z]+,
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Character Classes
An alternative approach is to use parentheses to express the problem definition with the same results, as shown here:
(C|D)[a-z]+,
Now try it out.
Try It Out |
Selecting Specified Surnames |
1.Open OpenOffice.org Writer, and open the test file People.txt.
2.Use the Ctrl+F keyboard shortcut to open the Find & Replace dialog box.
3.Check the Regular Expressions and Match Case check boxes.
4.Enter the pattern [CD][a-z]+, in the Search For text box, and click the Find All button.
5.Inspect the results. Figure 5-2 selects all three names in People.txt where the surname begins with C or D. Notice that with the comma included in the regular expression pattern, the test text
Meens, Carol and Roberts, Clementine does not match.
Figure 5-2
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6.Delete the final comma from the regular expression pattern.
7.Click the Find All button, and inspect the matches. Notice that now, when the final comma is removed, the character sequences Meens, Carol and Roberts, Clementine are matches.
How It Works
When the regular expression engine begins to match, it starts at the position before the initial C of Cardoza, Fred. It attempts to match the first component of the pattern, the character class [CD], against the first character of the test text, an uppercase C. There is a match. Next, it attempts to match the second component of the pattern, the pattern [a-z]+ (meaning one or more lowercase ASCII characters), against the second and subsequent characters of the test text. Each of the characters a, r, d, o, z, and a matches. The final comma does not match the pattern [a-z]+ but does match the final component of the regular expression pattern, which is a literal comma. So there is a match for each of the components of the regular expression. The uppercase C matches [CD], the sequence of lowercase characters ardoza matches [a-z]+, and the final comma in the test text matches the comma in the regular expression pattern.
When the regular expression engine comes to the position before the C or Carol in the test text Meens, Carol, it attempts to match the [CD] character class as before against the uppercase C. That matches. The following test text, arol, matches the pattern [a-z]+. However, there is no match for the final comma in the regular expression pattern, so there is no match for the entire pattern.
A character class is very flexible and can be changed or extended as needed. For example, you could extend the selection to include people whose surname begins with C or D or S by modifying the pattern as follows:
[CDS]\w+,
Of course, you could also write that using parentheses, as shown here:
(C|D|S) \w+,
In some situations only a single letter differs in correct spellings of words. One example is the spelling of grey (in British English) and gray (in U.S. English).
The problem definition can be expressed as follows:
Match a lowercase g, followed by a lowercase r, followed by a choice of either lowercase e or lowercase a, followed by lowercase y.
A pattern that expresses that problem definition follows:
gr[ae]y
It can also be written as follows:
gr[ea]y
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