- •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
PowerGREP
Figure 14-19
How It Works
First, let’s look at the pattern Star(?=\.). First, the pattern Star is matched literally. Because the default behavior of PowerGREP is case insensitive, the character sequences star and Star will match. In fact, STAR and sTar would match too, although neither is present in the test text. However, a constraint is applied on the matching by the lookahead. The pattern (?=\.) is a lookahead that means after Star is matched literally, matching may fail if Star (of whatever case) is not followed immediately by the period character, as indicated by the \. metacharacter.
The pattern (?<=with )Star includes a lookbehind that specifies the character sequence Star (whatever case) matches only if it is preceded by the character sequence with followed by a space character.
Longer Examples
This section looks at some longer examples that apply some of the regular expression functionality found in PowerGREP. One of the most useful aspects of PowerGREP is that it finds matches across multiple text files. For reasons of space, the examples use only two files, each of which is short.
Finding HTML Horizontal Rule Elements
This example aims to find all occurrences of the HTML rule element, <hr>, across multiple documents.
A first attempt at a problem definition would be as follows:
Match all HTML/XHTML horizontal rule elements.
Clearly, you need to understand the permitted structure of an hr element to refine this further.
The form may be as simple as:
<hr>
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which can also be written as uppercase. The latter is often found in HTML. Or it can have attributes in HTML style, without enclosing quotation marks:
<hr width=50% color=#990066 size=4 />
Or it can have paired quotation marks around attribute values, as in XHTML:
<hr width=”50%” color=”#990066” size=”4” />
Or it can have paired apostrophes:
<hr width=’50 %’ color=’#990066’ size=’4’ />
Notice, too, that in the XHTML form there is a forward slash before the right-angled bracket at the end of the element.
A more detailed attempt at a problem definition would be the following:
Match a < character followed by the character sequence hr (either case), followed by optional whitespace characters, followed by zero or more characters, followed by optional whitespace characters, followed by an optional forward slash, followed by a > character.
A pattern corresponding to the preceding problem definition is shown here:
<hr *.* */?>
The simple sample documents are shown here. First, HorizRule1.html:
<html>
<head>
<title>Horizontal Rule 1</title> </head>
<body>
<p>This file contains a horizontal rule with no attributes.</p> <hr />
</body>
</html>
Then HorizRule2.html:
<html>
<head>
<title>Horizontal Rule 1</title> </head>
<body>
<p>This file contains a horizontal rule with three attributes.</p> <hr width=”50%” color=”#990066” size=”4” />
</body>
</html>
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Try It Out |
Horizontal Rules |
1.Open PowerGREP, and ensure that the Regular Expression check box is checked.
2.In the Search text area, type the pattern <hr *.* */?>.
3.Ensure that the Folder text box contains C:\BRegExp\Ch14 or adapt the path if you downloaded code to a different directory.
4.In the File Mask text box, type Horiz*.html; click the Search button; and inspect the results, as shown in Figure 14-20.
Figure 14-20
How It Works
The pattern <hr *.* */?> matches a < character followed by the character sequence hr (either case), followed by optional space characters, followed by zero or more characters, followed by zero or more space characters, followed by an optional forward-slash character, followed by a > character.
If you simply want to find all correctly structured hr elements, this pattern should be close to 100 percent sensitive. If the element is spread over several lines:
<hr
width=”50%”
color=”#990066” size=”4” />
the pattern could be usefully modified to the following:
<hr\s*.*\s*/?>
The \s metacharacter ensure that tab characters or newline characters are also matched.
The pattern will also find some incorrectly formed character sequences that are likely intended to be hr elements For example:
<hr width==”50%” />
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has two consecutive = signs, which is not allowed. Using the .* pattern, you could match all sorts of illegal character sequences. Although this lowers the specificity of the pattern, it might be useful because it would ensure that all hr elements were matched, even if they contained slight syntax errors.
If the files of interest contain HTML or XHTML markup, this type of loss of specificity is unlikely to be a significant problem.
Matching Time Example
This example looks at how you can match data that makes up a time of day. The first attempt at a problem definition can be expressed as follows:
Match any time of day, whether expressed as 12-hour clock notation or 24-hour clock notation.
To refine what’s needed, you must fully understand each of the notations and how it is written.
The 12-hour notation might have values like this:
9:31 am
or:
09:31am
or:
09:31 pm
or:
09:31pm
An optional first digit can be a 0 or 1. When there is a 0, the next digit can be 0 to 9 inclusive, but when the first digit is a 1, the next digit can only be a 0, 1, or 2 in 12-hour notation.
The following pattern would match hours up to 09:
[0]?[0-9]
Hours from 10 to 12 would be matched by the following pattern:
1[0-2]
So for the part of the pattern before the colon character, you can use the following pattern:
([0]?[0-9]|1[0-2])
If you test that out on illegal “times” such as 18:88pm, it will match, but that is a problem that goes away after you add a colon character at the end of the pattern.
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Matching the remainder of the 12-hour time is straightforward:
:[0-5][0-9] ?[ap]m
Putting those parts together, you have the following pattern to match times in 12-hour time notation:
\b([0]?[0-9]|1[0-2]):[0-5][0-9] ?[ap]m
Twenty-four-hour time can be expressed using the following pattern:
([01][0-9]|2[0-4]):[0-5][0-9]
Putting those two patterns together using alternation, you have the following pattern:
(\b([0]?[0-9]|1[0-2]):[0-5][0-9] ?[ap]m|([01][0-9]|2[0-4]):[0-5][0-9])
Test file Time1.txt contains a range of 12-hour–format times:
08:22 pm 08:37 am 19:88 am 12:00 am 11:39pm 7:28 am 8:19 am
Test file Time2.txt contains a range of 24-hour–format times:
06:31
19:15
18:12
23:59
00:03
19:54
03:00
10:49
Try It Out Matching Times
1.Open PowerGREP, and ensure that the Regular Expression check box is checked. First, you will match 12-hour times in Time1.txt.
2.In the Search text area, enter the pattern \b([0]?[0-9]|1[0-2]):[0-5][0-9] ?[ap]m.
3.In the Folder text box, type C:\BRegExp\Ch14 or adapt the path according to your folder structure.
4.In the File Mask text box, type Time1.txt; click the Search button; and inspect the results, as shown in Figure 14-21. Notice that all the legal times in the test file are matched, but the illegal “time” 19:88 am is not matched.
Next, you will attempt to match the 24-hour–format times in Time2.txt.
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Figure 14-21
5.Edit the content of the Search text area to ([01][0-9]|2[0-4]):[0-5][0-9].
6.Edit the file mask to Time2.txt; click the Search button; and inspect the results, as shown in Figure 14-22. Notice that all 24-hour–format times are matched.
Figure 14-22
Finally, you will attempt to match times in the formats in both Time1.txt and Time2.txt.
7.Edit the content of the Search text area to (\b([0]?[0-9]|1[0-2]):[0-5][0-9] ?[ap]m|([01][0-9]|2[0-4]):[0-5][0-9]).
8.Edit the file mask to Time*.txt; click the Search button; and inspect the results, as shown in Figure 14-23. Notice that all valid 12-hour–format and 24-hour–format times in the test files are matched.
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