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RedHat 9 (Linux i386) - man page for perlretut (redhat section 1)

PERLRETUT(1)			 Perl Programmers Reference Guide		     PERLRETUT(1)

       perlretut - Perl regular expressions tutorial

       This page provides a basic tutorial on understanding, creating and using regular expres-
       sions in Perl.  It serves as a complement to the reference page on regular expressions
       perlre.	Regular expressions are an integral part of the "m//", "s///", "qr//" and "split"
       operators and so this tutorial also overlaps with "Regexp Quote-Like Operators" in perlop
       and "split" in perlfunc.

       Perl is widely renowned for excellence in text processing, and regular expressions are one
       of the big factors behind this fame.  Perl regular expressions display an efficiency and
       flexibility unknown in most other computer languages.  Mastering even the basics of regu-
       lar expressions will allow you to manipulate text with surprising ease.

       What is a regular expression?  A regular expression is simply a string that describes a
       pattern.  Patterns are in common use these days; examples are the patterns typed into a
       search engine to find web pages and the patterns used to list files in a directory, e.g.,
       "ls *.txt" or "dir *.*".  In Perl, the patterns described by regular expressions are used
       to search strings, extract desired parts of strings, and to do search and replace opera-

       Regular expressions have the undeserved reputation of being abstract and difficult to
       understand.  Regular expressions are constructed using simple concepts like conditionals
       and loops and are no more difficult to understand than the corresponding "if" conditionals
       and "while" loops in the Perl language itself.  In fact, the main challenge in learning
       regular expressions is just getting used to the terse notation used to express these con-

       This tutorial flattens the learning curve by discussing regular expression concepts, along
       with their notation, one at a time and with many examples.  The first part of the tutorial
       will progress from the simplest word searches to the basic regular expression concepts.
       If you master the first part, you will have all the tools needed to solve about 98% of
       your needs.  The second part of the tutorial is for those comfortable with the basics and
       hungry for more power tools.  It discusses the more advanced regular expression operators
       and introduces the latest cutting edge innovations in 5.6.0.

       A note: to save time, 'regular expression' is often abbreviated as regexp or regex.  Reg-
       exp is a more natural abbreviation than regex, but is harder to pronounce.  The Perl pod
       documentation is evenly split on regexp vs regex; in Perl, there is more than one way to
       abbreviate it.  We'll use regexp in this tutorial.

Part 1: The basics
       Simple word matching

       The simplest regexp is simply a word, or more generally, a string of characters.  A regexp
       consisting of a word matches any string that contains that word:

	   "Hello World" =~ /World/;  # matches

       What is this perl statement all about? "Hello World" is a simple double quoted string.
       "World" is the regular expression and the "//" enclosing "/World/" tells perl to search a
       string for a match.  The operator "=~" associates the string with the regexp match and
       produces a true value if the regexp matched, or false if the regexp did not match.  In our
       case, "World" matches the second word in "Hello World", so the expression is true.
       Expressions like this are useful in conditionals:

	   if ("Hello World" =~ /World/) {
	       print "It matches\n";
	   else {
	       print "It doesn't match\n";

       There are useful variations on this theme.  The sense of the match can be reversed by
       using "!~" operator:

	   if ("Hello World" !~ /World/) {
	       print "It doesn't match\n";
	   else {
	       print "It matches\n";

       The literal string in the regexp can be replaced by a variable:

	   $greeting = "World";
	   if ("Hello World" =~ /$greeting/) {
	       print "It matches\n";
	   else {
	       print "It doesn't match\n";

       If you're matching against the special default variable $_, the "$_ =~" part can be omit-

	   $_ = "Hello World";
	   if (/World/) {
	       print "It matches\n";
	   else {
	       print "It doesn't match\n";

       And finally, the "//" default delimiters for a match can be changed to arbitrary delim-
       iters by putting an 'm' out front:

	   "Hello World" =~ m!World!;	# matches, delimited by '!'
	   "Hello World" =~ m{World};	# matches, note the matching '{}'
	   "/usr/bin/perl" =~ m"/perl"; # matches after '/usr/bin',
					# '/' becomes an ordinary char

       "/World/", "m!World!", and "m{World}" all represent the same thing.  When, e.g., "" is
       used as a delimiter, the forward slash '/' becomes an ordinary character and can be used
       in a regexp without trouble.

       Let's consider how different regexps would match "Hello World":

	   "Hello World" =~ /world/;  # doesn't match
	   "Hello World" =~ /o W/;    # matches
	   "Hello World" =~ /oW/;     # doesn't match
	   "Hello World" =~ /World /; # doesn't match

       The first regexp "world" doesn't match because regexps are case-sensitive.  The second
       regexp matches because the substring 'o W'  occurs in the string "Hello World" .  The
       space character ' ' is treated like any other character in a regexp and is needed to match
       in this case.  The lack of a space character is the reason the third regexp 'oW' doesn't
       match.  The fourth regexp 'World ' doesn't match because there is a space at the end of
       the regexp, but not at the end of the string.  The lesson here is that regexps must match
       a part of the string exactly in order for the statement to be true.

       If a regexp matches in more than one place in the string, perl will always match at the
       earliest possible point in the string:

	   "Hello World" =~ /o/;       # matches 'o' in 'Hello'
	   "That hat is red" =~ /hat/; # matches 'hat' in 'That'

       With respect to character matching, there are a few more points you need to know about.
       First of all, not all characters can be used 'as is' in a match.  Some characters, called
       metacharacters, are reserved for use in regexp notation.  The metacharacters are


       The significance of each of these will be explained in the rest of the tutorial, but for
       now, it is important only to know that a metacharacter can be matched by putting a back-
       slash before it:

	   "2+2=4" =~ /2+2/;	# doesn't match, + is a metacharacter
	   "2+2=4" =~ /2\+2/;	# matches, \+ is treated like an ordinary +
	   "The interval is [0,1)." =~ /[0,1)./     # is a syntax error!
	   "The interval is [0,1)." =~ /\[0,1\)\./  # matches
	   "/usr/bin/perl" =~ /\/usr\/local\/bin\/perl/;  # matches

       In the last regexp, the forward slash '/' is also backslashed, because it is used to
       delimit the regexp.  This can lead to LTS (leaning toothpick syndrome), however, and it is
       often more readable to change delimiters.

       The backslash character '\' is a metacharacter itself and needs to be backslashed:

	   'C:\WIN32' =~ /C:\\WIN/;   # matches

       In addition to the metacharacters, there are some ASCII characters which don't have print-
       able character equivalents and are instead represented by escape sequences.  Common exam-
       ples are "\t" for a tab, "\n" for a newline, "\r" for a carriage return and "\a" for a
       bell.  If your string is better thought of as a sequence of arbitrary bytes, the octal
       escape sequence, e.g., "\033", or hexadecimal escape sequence, e.g., "\x1B" may be a more
       natural representation for your bytes.  Here are some examples of escapes:

	   "1000\t2000" =~ m(0\t2)   # matches
	   "1000\n2000" =~ /0\n20/   # matches
	   "1000\t2000" =~ /\000\t2/ # doesn't match, "0" ne "\000"
	   "cat"	=~ /\143\x61\x74/ # matches, but a weird way to spell cat

       If you've been around Perl a while, all this talk of escape sequences may seem familiar.
       Similar escape sequences are used in double-quoted strings and in fact the regexps in Perl
       are mostly treated as double-quoted strings.  This means that variables can be used in
       regexps as well.  Just like double-quoted strings, the values of the variables in the reg-
       exp will be substituted in before the regexp is evaluated for matching purposes.  So we

	   $foo = 'house';
	   'housecat' =~ /$foo/;      # matches
	   'cathouse' =~ /cat$foo/;   # matches
	   'housecat' =~ /${foo}cat/; # matches

       So far, so good.  With the knowledge above you can already perform searches with just
       about any literal string regexp you can dream up.  Here is a very simple emulation of the
       Unix grep program:

	   % cat > simple_grep
	   $regexp = shift;
	   while (<>) {
	       print if /$regexp/;

	   % chmod +x simple_grep

	   % simple_grep abba /usr/dict/words

       This program is easy to understand.  "#!/usr/bin/perl" is the standard way to invoke a
       perl program from the shell.  "$regexp = shift;"  saves the first command line argument as
       the regexp to be used, leaving the rest of the command line arguments to be treated as
       files.  "while (<>)"  loops over all the lines in all the files.  For each line,
       "print if /$regexp/;"  prints the line if the regexp matches the line.  In this line, both
       "print" and "/$regexp/" use the default variable $_ implicitly.

       With all of the regexps above, if the regexp matched anywhere in the string, it was con-
       sidered a match.  Sometimes, however, we'd like to specify where in the string the regexp
       should try to match.  To do this, we would use the anchor metacharacters "^" and "$".  The
       anchor "^" means match at the beginning of the string and the anchor "$" means match at
       the end of the string, or before a newline at the end of the string.  Here is how they are

	   "housekeeper" =~ /keeper/;	 # matches
	   "housekeeper" =~ /^keeper/;	 # doesn't match
	   "housekeeper" =~ /keeper$/;	 # matches
	   "housekeeper\n" =~ /keeper$/; # matches

       The second regexp doesn't match because "^" constrains "keeper" to match only at the
       beginning of the string, but "housekeeper" has keeper starting in the middle.  The third
       regexp does match, since the "$" constrains "keeper" to match only at the end of the

       When both "^" and "$" are used at the same time, the regexp has to match both the begin-
       ning and the end of the string, i.e., the regexp matches the whole string.  Consider

	   "keeper" =~ /^keep$/;      # doesn't match
	   "keeper" =~ /^keeper$/;    # matches
	   ""	    =~ /^$/;	      # ^$ matches an empty string

       The first regexp doesn't match because the string has more to it than "keep".  Since the
       second regexp is exactly the string, it matches.  Using both "^" and "$" in a regexp
       forces the complete string to match, so it gives you complete control over which strings
       match and which don't.  Suppose you are looking for a fellow named bert, off in a string
       by himself:

	   "dogbert" =~ /bert/;   # matches, but not what you want

	   "dilbert" =~ /^bert/;  # doesn't match, but ..
	   "bertram" =~ /^bert/;  # matches, so still not good enough

	   "bertram" =~ /^bert$/; # doesn't match, good
	   "dilbert" =~ /^bert$/; # doesn't match, good
	   "bert"    =~ /^bert$/; # matches, perfect

       Of course, in the case of a literal string, one could just as easily use the string equiv-
       alence "$string eq 'bert'"  and it would be more efficient.   The  "^...$" regexp really
       becomes useful when we add in the more powerful regexp tools below.

       Using character classes

       Although one can already do quite a lot with the literal string regexps above, we've only
       scratched the surface of regular expression technology.	In this and subsequent sections
       we will introduce regexp concepts (and associated metacharacter notations) that will allow
       a regexp to not just represent a single character sequence, but a whole class of them.

       One such concept is that of a character class.  A character class allows a set of possible
       characters, rather than just a single character, to match at a particular point in a reg-
       exp.  Character classes are denoted by brackets "[...]", with the set of characters to be
       possibly matched inside.  Here are some examples:

	   /cat/;	# matches 'cat'
	   /[bcr]at/;	# matches 'bat, 'cat', or 'rat'
	   /item[0123456789]/;	# matches 'item0' or ... or 'item9'
	   "abc" =~ /[cab]/;	# matches 'a'

       In the last statement, even though 'c' is the first character in the class, 'a' matches
       because the first character position in the string is the earliest point at which the reg-
       exp can match.

	   /[yY][eE][sS]/;	# match 'yes' in a case-insensitive way
				# 'yes', 'Yes', 'YES', etc.

       This regexp displays a common task: perform a case-insensitive match.  Perl provides away
       of avoiding all those brackets by simply appending an 'i' to the end of the match.  Then
       "/[yY][eE][sS]/;" can be rewritten as "/yes/i;".  The 'i' stands for case-insensitive and
       is an example of a modifier of the matching operation.  We will meet other modifiers later
       in the tutorial.

       We saw in the section above that there were ordinary characters, which represented them-
       selves, and special characters, which needed a backslash "\" to represent themselves.  The
       same is true in a character class, but the sets of ordinary and special characters inside
       a character class are different than those outside a character class.  The special charac-
       ters for a character class are "-]\^$".	"]" is special because it denotes the end of a
       character class.  "$" is special because it denotes a scalar variable.  "\" is special
       because it is used in escape sequences, just like above.  Here is how the special charac-
       ters "]$\" are handled:

	  /[\]c]def/; # matches ']def' or 'cdef'
	  $x = 'bcr';
	  /[$x]at/;   # matches 'bat', 'cat', or 'rat'
	  /[\$x]at/;  # matches '$at' or 'xat'
	  /[\\$x]at/; # matches '\at', 'bat, 'cat', or 'rat'

       The last two are a little tricky.  in "[\$x]", the backslash protects the dollar sign, so
       the character class has two members "$" and "x".  In "[\\$x]", the backslash is protected,
       so $x is treated as a variable and substituted in double quote fashion.

       The special character '-' acts as a range operator within character classes, so that a
       contiguous set of characters can be written as a range.	With ranges, the unwieldy
       "[0123456789]" and "[abc...xyz]" become the svelte "[0-9]" and "[a-z]".	Some examples are

	   /item[0-9]/;  # matches 'item0' or ... or 'item9'
	   /[0-9bx-z]aa/;  # matches '0aa', ..., '9aa',
			   # 'baa', 'xaa', 'yaa', or 'zaa'
	   /[0-9a-fA-F]/;  # matches a hexadecimal digit
	   /[0-9a-zA-Z_]/; # matches a "word" character,
			   # like those in a perl variable name

       If '-' is the first or last character in a character class, it is treated as an ordinary
       character; "[-ab]", "[ab-]" and "[a\-b]" are all equivalent.

       The special character "^" in the first position of a character class denotes a negated
       character class, which matches any character but those in the brackets.	Both "[...]" and
       "[^...]" must match a character, or the match fails.  Then

	   /[^a]at/;  # doesn't match 'aat' or 'at', but matches
		      # all other 'bat', 'cat, '0at', '%at', etc.
	   /[^0-9]/;  # matches a non-numeric character
	   /[a^]at/;  # matches 'aat' or '^at'; here '^' is ordinary

       Now, even "[0-9]" can be a bother the write multiple times, so in the interest of saving
       keystrokes and making regexps more readable, Perl has several abbreviations for common
       character classes:

       o   \d is a digit and represents [0-9]

       o   \s is a whitespace character and represents [\ \t\r\n\f]

       o   \w is a word character (alphanumeric or _) and represents [0-9a-zA-Z_]

       o   \D is a negated \d; it represents any character but a digit [^0-9]

       o   \S is a negated \s; it represents any non-whitespace character [^\s]

       o   \W is a negated \w; it represents any non-word character [^\w]

       o   The period '.' matches any character but "\n"

       The "\d\s\w\D\S\W" abbreviations can be used both inside and outside of character classes.
       Here are some in use:

	   /\d\d:\d\d:\d\d/; # matches a hh:mm:ss time format
	   /[\d\s]/;	     # matches any digit or whitespace character
	   /\w\W\w/;	     # matches a word char, followed by a
			     # non-word char, followed by a word char
	   /..rt/;	     # matches any two chars, followed by 'rt'
	   /end\./;	     # matches 'end.'
	   /end[.]/;	     # same thing, matches 'end.'

       Because a period is a metacharacter, it needs to be escaped to match as an ordinary
       period. Because, for example, "\d" and "\w" are sets of characters, it is incorrect to
       think of "[^\d\w]" as "[\D\W]"; in fact "[^\d\w]" is the same as "[^\w]", which is the
       same as "[\W]". Think DeMorgan's laws.

       An anchor useful in basic regexps is the word anchor  "\b".  This matches a boundary
       between a word character and a non-word character "\w\W" or "\W\w":

	   $x = "Housecat catenates house and cat";
	   $x =~ /cat/;    # matches cat in 'housecat'
	   $x =~ /\bcat/;  # matches cat in 'catenates'
	   $x =~ /cat\b/;  # matches cat in 'housecat'
	   $x =~ /\bcat\b/;  # matches 'cat' at end of string

       Note in the last example, the end of the string is considered a word boundary.

       You might wonder why '.' matches everything but "\n" - why not every character? The reason
       is that often one is matching against lines and would like to ignore the newline charac-
       ters.  For instance, while the string "\n" represents one line, we would like to think of
       as empty.  Then

	   ""	=~ /^$/;    # matches
	   "\n" =~ /^$/;    # matches, "\n" is ignored

	   ""	=~ /./;      # doesn't match; it needs a char
	   ""	=~ /^.$/;    # doesn't match; it needs a char
	   "\n" =~ /^.$/;    # doesn't match; it needs a char other than "\n"
	   "a"	=~ /^.$/;    # matches
	   "a\n"  =~ /^.$/;  # matches, ignores the "\n"

       This behavior is convenient, because we usually want to ignore newlines when we count and
       match characters in a line.  Sometimes, however, we want to keep track of newlines.  We
       might even want "^" and "$" to anchor at the beginning and end of lines within the string,
       rather than just the beginning and end of the string.  Perl allows us to choose between
       ignoring and paying attention to newlines by using the "//s" and "//m" modifiers.  "//s"
       and "//m" stand for single line and multi-line and they determine whether a string is to
       be treated as one continuous string, or as a set of lines.  The two modifiers affect two
       aspects of how the regexp is interpreted: 1) how the '.' character class is defined, and
       2) where the anchors "^" and "$" are able to match.  Here are the four possible combina-

       o   no modifiers (//): Default behavior.  '.' matches any character except "\n".  "^"
	   matches only at the beginning of the string and "$" matches only at the end or before
	   a newline at the end.

       o   s modifier (//s): Treat string as a single long line.  '.' matches any character, even
	   "\n".  "^" matches only at the beginning of the string and "$" matches only at the end
	   or before a newline at the end.

       o   m modifier (//m): Treat string as a set of multiple lines.  '.'  matches any character
	   except "\n".  "^" and "$" are able to match at the start or end of any line within the

       o   both s and m modifiers (//sm): Treat string as a single long line, but detect multiple
	   lines.  '.' matches any character, even "\n".  "^" and "$", however, are able to match
	   at the start or end of any line within the string.

       Here are examples of "//s" and "//m" in action:

	   $x = "There once was a girl\nWho programmed in Perl\n";

	   $x =~ /^Who/;   # doesn't match, "Who" not at start of string
	   $x =~ /^Who/s;  # doesn't match, "Who" not at start of string
	   $x =~ /^Who/m;  # matches, "Who" at start of second line
	   $x =~ /^Who/sm; # matches, "Who" at start of second line

	   $x =~ /girl.Who/;   # doesn't match, "." doesn't match "\n"
	   $x =~ /girl.Who/s;  # matches, "." matches "\n"
	   $x =~ /girl.Who/m;  # doesn't match, "." doesn't match "\n"
	   $x =~ /girl.Who/sm; # matches, "." matches "\n"

       Most of the time, the default behavior is what is want, but "//s" and "//m" are occasion-
       ally very useful.  If "//m" is being used, the start of the string can still be matched
       with "\A" and the end of string can still be matched with the anchors "\Z" (matches both
       the end and the newline before, like "$"), and "\z" (matches only the end):

	   $x =~ /^Who/m;   # matches, "Who" at start of second line
	   $x =~ /\AWho/m;  # doesn't match, "Who" is not at start of string

	   $x =~ /girl$/m;  # matches, "girl" at end of first line
	   $x =~ /girl\Z/m; # doesn't match, "girl" is not at end of string

	   $x =~ /Perl\Z/m; # matches, "Perl" is at newline before end
	   $x =~ /Perl\z/m; # doesn't match, "Perl" is not at end of string

       We now know how to create choices among classes of characters in a regexp.  What about
       choices among words or character strings? Such choices are described in the next section.

       Matching this or that

       Sometimes we would like to our regexp to be able to match different possible words or
       character strings.  This is accomplished by using the alternation metacharacter "|".  To
       match "dog" or "cat", we form the regexp "dog|cat".  As before, perl will try to match the
       regexp at the earliest possible point in the string.  At each character position, perl
       will first try to match the first alternative, "dog".  If "dog" doesn't match, perl will
       then try the next alternative, "cat".  If "cat" doesn't match either, then the match fails
       and perl moves to the next position in the string.  Some examples:

	   "cats and dogs" =~ /cat|dog|bird/;  # matches "cat"
	   "cats and dogs" =~ /dog|cat|bird/;  # matches "cat"

       Even though "dog" is the first alternative in the second regexp, "cat" is able to match
       earlier in the string.

	   "cats"	   =~ /c|ca|cat|cats/; # matches "c"
	   "cats"	   =~ /cats|cat|ca|c/; # matches "cats"

       Here, all the alternatives match at the first string position, so the first alternative is
       the one that matches.  If some of the alternatives are truncations of the others, put the
       longest ones first to give them a chance to match.

	   "cab" =~ /a|b|c/ # matches "c"
			    # /a|b|c/ == /[abc]/

       The last example points out that character classes are like alternations of characters.
       At a given character position, the first alternative that allows the regexp match to suc-
       ceed will be the one that matches.

       Grouping things and hierarchical matching

       Alternation allows a regexp to choose among alternatives, but by itself it unsatisfying.
       The reason is that each alternative is a whole regexp, but sometime we want alternatives
       for just part of a regexp.  For instance, suppose we want to search for housecats or
       housekeepers.  The regexp "housecat|housekeeper" fits the bill, but is inefficient because
       we had to type "house" twice.  It would be nice to have parts of the regexp be constant,
       like "house", and some parts have alternatives, like "cat|keeper".

       The grouping metacharacters "()" solve this problem.  Grouping allows parts of a regexp to
       be treated as a single unit.  Parts of a regexp are grouped by enclosing them in parenthe-
       ses.  Thus we could solve the "housecat|housekeeper" by forming the regexp as
       "house(cat|keeper)".  The regexp "house(cat|keeper)" means match "house" followed by
       either "cat" or "keeper".  Some more examples are

	   /(a|b)b/;	# matches 'ab' or 'bb'
	   /(ac|b)b/;	# matches 'acb' or 'bb'
	   /(^a|b)c/;	# matches 'ac' at start of string or 'bc' anywhere
	   /(a|[bc])d/; # matches 'ad', 'bd', or 'cd'

	   /house(cat|)/;  # matches either 'housecat' or 'house'
	   /house(cat(s|)|)/;  # matches either 'housecats' or 'housecat' or
			       # 'house'.  Note groups can be nested.

	   /(19|20|)\d\d/;  # match years 19xx, 20xx, or the Y2K problem, xx
	   "20" =~ /(19|20|)\d\d/;  # matches the null alternative '()\d\d',
				    # because '20\d\d' can't match

       Alternations behave the same way in groups as out of them: at a given string position, the
       leftmost alternative that allows the regexp to match is taken.  So in the last example at
       the first string position, "20" matches the second alternative, but there is nothing left
       over to match the next two digits "\d\d".  So perl moves on to the next alternative, which
       is the null alternative and that works, since "20" is two digits.

       The process of trying one alternative, seeing if it matches, and moving on to the next
       alternative if it doesn't, is called backtracking.  The term 'backtracking' comes from the
       idea that matching a regexp is like a walk in the woods.  Successfully matching a regexp
       is like arriving at a destination.  There are many possible trailheads, one for each
       string position, and each one is tried in order, left to right.	From each trailhead there
       may be many paths, some of which get you there, and some which are dead ends.  When you
       walk along a trail and hit a dead end, you have to backtrack along the trail to an earlier
       point to try another trail.  If you hit your destination, you stop immediately and forget
       about trying all the other trails.  You are persistent, and only if you have tried all the
       trails from all the trailheads and not arrived at your destination, do you declare fail-
       ure.  To be concrete, here is a step-by-step analysis of what perl does when it tries to
       match the regexp

	   "abcde" =~ /(abd|abc)(df|d|de)/;

       0   Start with the first letter in the string 'a'.

       1   Try the first alternative in the first group 'abd'.

       2   Match 'a' followed by 'b'. So far so good.

       3   'd' in the regexp doesn't match 'c' in the string - a dead end.  So backtrack two
	   characters and pick the second alternative in the first group 'abc'.

       4   Match 'a' followed by 'b' followed by 'c'.  We are on a roll and have satisfied the
	   first group. Set $1 to 'abc'.

       5   Move on to the second group and pick the first alternative 'df'.

       6   Match the 'd'.

       7   'f' in the regexp doesn't match 'e' in the string, so a dead end.  Backtrack one char-
	   acter and pick the second alternative in the second group 'd'.

       8   'd' matches. The second grouping is satisfied, so set $2 to 'd'.

       9   We are at the end of the regexp, so we are done! We have matched 'abcd' out of the
	   string "abcde".

       There are a couple of things to note about this analysis.  First, the third alternative in
       the second group 'de' also allows a match, but we stopped before we got to it - at a given
       character position, leftmost wins.  Second, we were able to get a match at the first char-
       acter position of the string 'a'.  If there were no matches at the first position, perl
       would move to the second character position 'b' and attempt the match all over again.
       Only when all possible paths at all possible character positions have been exhausted does
       perl give up and declare "$string =~ /(abd|abc)(df|d|de)/;"  to be false.

       Even with all this work, regexp matching happens remarkably fast.  To speed things up,
       during compilation stage, perl compiles the regexp into a compact sequence of opcodes that
       can often fit inside a processor cache.	When the code is executed, these opcodes can then
       run at full throttle and search very quickly.

       Extracting matches

       The grouping metacharacters "()" also serve another completely different function: they
       allow the extraction of the parts of a string that matched.  This is very useful to find
       out what matched and for text processing in general.  For each grouping, the part that
       matched inside goes into the special variables $1, $2, etc.  They can be used just as
       ordinary variables:

	   # extract hours, minutes, seconds
	   $time =~ /(\d\d):(\d\d):(\d\d)/;  # match hh:mm:ss format
	   $hours = $1;
	   $minutes = $2;
	   $seconds = $3;

       Now, we know that in scalar context, "$time =~ /(\d\d):(\d\d):(\d\d)/"  returns a true or
       false value.  In list context, however, it returns the list of matched values
       "($1,$2,$3)".  So we could write the code more compactly as

	   # extract hours, minutes, seconds
	   ($hours, $minutes, $second) = ($time =~ /(\d\d):(\d\d):(\d\d)/);

       If the groupings in a regexp are nested, $1 gets the group with the leftmost opening
       parenthesis, $2 the next opening parenthesis, etc.  For example, here is a complex regexp
       and the matching variables indicated below it:

	    1  2      34

       so that if the regexp matched, e.g., $2 would contain 'cd' or 'ef'. For convenience, perl
       sets $+ to the string held by the highest numbered $1, $2, ... that got assigned (and,
       somewhat related, $^N to the value of the $1, $2, ... most-recently assigned; i.e. the $1,
       $2, ... associated with the rightmost closing parenthesis used in the match).

       Closely associated with the matching variables $1, $2, ... are the backreferences "\1",
       "\2", ... .  Backreferences are simply matching variables that can be used inside a reg-
       exp.  This is a really nice feature - what matches later in a regexp can depend on what
       matched earlier in the regexp.  Suppose we wanted to look for doubled words in text, like
       'the the'.  The following regexp finds all 3-letter doubles with a space in between:


       The grouping assigns a value to \1, so that the same 3 letter sequence is used for both
       parts.  Here are some words with repeated parts:

	   % simple_grep '^(\w\w\w\w|\w\w\w|\w\w|\w)\1$' /usr/dict/words

       The regexp has a single grouping which considers 4-letter combinations, then 3-letter com-
       binations, etc.	and uses "\1" to look for a repeat.  Although $1 and "\1" represent the
       same thing, care should be taken to use matched variables $1, $2, ... only outside a reg-
       exp and backreferences "\1", "\2", ... only inside a regexp; not doing so may lead to sur-
       prising and/or undefined results.

       In addition to what was matched, Perl 5.6.0 also provides the positions of what was
       matched with the "@-" and "@+" arrays. "$-[0]" is the position of the start of the entire
       match and $+[0] is the position of the end. Similarly, "$-[n]" is the position of the
       start of the $n match and $+[n] is the position of the end. If $n is undefined, so are
       "$-[n]" and $+[n]. Then this code

	   $x = "Mmm...donut, thought Homer";
	   $x =~ /^(Mmm|Yech)\.\.\.(donut|peas)/; # matches
	   foreach $expr (1..$#-) {
	       print "Match $expr: '${$expr}' at position ($-[$expr],$+[$expr])\n";


	   Match 1: 'Mmm' at position (0,3)
	   Match 2: 'donut' at position (6,11)

       Even if there are no groupings in a regexp, it is still possible to find out what exactly
       matched in a string.  If you use them, perl will set $` to the part of the string before
       the match, will set $& to the part of the string that matched, and will set $' to the part
       of the string after the match.  An example:

	   $x = "the cat caught the mouse";
	   $x =~ /cat/;  # $` = 'the ', $& = 'cat', $' = ' caught the mouse'
	   $x =~ /the/;  # $` = '', $& = 'the', $' = ' cat caught the mouse'

       In the second match, "$` = ''"  because the regexp matched at the first character position
       in the string and stopped, it never saw the second 'the'.  It is important to note that
       using $` and $' slows down regexp matching quite a bit, and  $&	slows it down to a lesser
       extent, because if they are used in one regexp in a program, they are generated for <all>
       regexps in the program.	So if raw performance is a goal of your application, they should
       be avoided.  If you need them, use "@-" and "@+" instead:

	   $` is the same as substr( $x, 0, $-[0] )
	   $& is the same as substr( $x, $-[0], $+[0]-$-[0] )
	   $' is the same as substr( $x, $+[0] )

       Matching repetitions

       The examples in the previous section display an annoying weakness.  We were only matching
       3-letter words, or syllables of 4 letters or less.  We'd like to be able to match words or
       syllables of any length, without writing out tedious alternatives like

       This is exactly the problem the quantifier metacharacters "?", "*", "+", and "{}" were
       created for.  They allow us to determine the number of repeats of a portion of a regexp we
       consider to be a match.	Quantifiers are put immediately after the character, character
       class, or grouping that we want to specify.  They have the following meanings:

       o   "a?" = match 'a' 1 or 0 times

       o   "a*" = match 'a' 0 or more times, i.e., any number of times

       o   "a+" = match 'a' 1 or more times, i.e., at least once

       o   "a{n,m}" = match at least "n" times, but not more than "m" times.

       o   "a{n,}" = match at least "n" or more times

       o   "a{n}" = match exactly "n" times

       Here are some examples:

	   /[a-z]+\s+\d*/;  # match a lowercase word, at least some space, and
			    # any number of digits
	   /(\w+)\s+\1/;    # match doubled words of arbitrary length
	   /y(es)?/i;	    # matches 'y', 'Y', or a case-insensitive 'yes'
	   $year =~ /\d{2,4}/;	# make sure year is at least 2 but not more
				# than 4 digits
	   $year =~ /\d{4}|\d{2}/;    # better match; throw out 3 digit dates
	   $year =~ /\d{2}(\d{2})?/;  # same thing written differently. However,
				      # this produces $1 and the other does not.

	   % simple_grep '^(\w+)\1$' /usr/dict/words   # isn't this easier?

       For all of these quantifiers, perl will try to match as much of the string as possible,
       while still allowing the regexp to succeed.  Thus with "/a?.../", perl will first try to
       match the regexp with the "a" present; if that fails, perl will try to match the regexp
       without the "a" present.  For the quantifier "*", we get the following:

	   $x = "the cat in the hat";
	   $x =~ /^(.*)(cat)(.*)$/; # matches,
				    # $1 = 'the '
				    # $2 = 'cat'
				    # $3 = ' in the hat'

       Which is what we might expect, the match finds the only "cat" in the string and locks onto
       it.  Consider, however, this regexp:

	   $x =~ /^(.*)(at)(.*)$/; # matches,
				   # $1 = 'the cat in the h'
				   # $2 = 'at'
				   # $3 = ''   (0 matches)

       One might initially guess that perl would find the "at" in "cat" and stop there, but that
       wouldn't give the longest possible string to the first quantifier ".*".	Instead, the
       first quantifier ".*" grabs as much of the string as possible while still having the reg-
       exp match.  In this example, that means having the "at" sequence with the final "at" in
       the string.  The other important principle illustrated here is that when there are two or
       more elements in a regexp, the leftmost quantifier, if there is one, gets to grab as much
       the string as possible, leaving the rest of the regexp to fight over scraps.  Thus in our
       example, the first quantifier ".*" grabs most of the string, while the second quantifier
       ".*" gets the empty string.   Quantifiers that grab as much of the string as possible are
       called maximal match or greedy quantifiers.

       When a regexp can match a string in several different ways, we can use the principles
       above to predict which way the regexp will match:

       o   Principle 0: Taken as a whole, any regexp will be matched at the earliest possible
	   position in the string.

       o   Principle 1: In an alternation "a|b|c...", the leftmost alternative that allows a
	   match for the whole regexp will be the one used.

       o   Principle 2: The maximal matching quantifiers "?", "*", "+" and "{n,m}" will in gen-
	   eral match as much of the string as possible while still allowing the whole regexp to

       o   Principle 3: If there are two or more elements in a regexp, the leftmost greedy quan-
	   tifier, if any, will match as much of the string as possible while still allowing the
	   whole regexp to match.  The next leftmost greedy quantifier, if any, will try to match
	   as much of the string remaining available to it as possible, while still allowing the
	   whole regexp to match.  And so on, until all the regexp elements are satisfied.

       As we have seen above, Principle 0 overrides the others - the regexp will be matched as
       early as possible, with the other principles determining how the regexp matches at that
       earliest character position.

       Here is an example of these principles in action:

	   $x = "The programming republic of Perl";
	   $x =~ /^(.+)(e|r)(.*)$/;  # matches,
				     # $1 = 'The programming republic of Pe'
				     # $2 = 'r'
				     # $3 = 'l'

       This regexp matches at the earliest string position, 'T'.  One might think that "e", being
       leftmost in the alternation, would be matched, but "r" produces the longest string in the
       first quantifier.

	   $x =~ /(m{1,2})(.*)$/;  # matches,
				   # $1 = 'mm'
				   # $2 = 'ing republic of Perl'

       Here, The earliest possible match is at the first 'm' in "programming". "m{1,2}" is the
       first quantifier, so it gets to match a maximal "mm".

	   $x =~ /.*(m{1,2})(.*)$/;  # matches,
				     # $1 = 'm'
				     # $2 = 'ing republic of Perl'

       Here, the regexp matches at the start of the string. The first quantifier ".*" grabs as
       much as possible, leaving just a single 'm' for the second quantifier "m{1,2}".

	   $x =~ /(.?)(m{1,2})(.*)$/;  # matches,
				       # $1 = 'a'
				       # $2 = 'mm'
				       # $3 = 'ing republic of Perl'

       Here, ".?" eats its maximal one character at the earliest possible position in the string,
       'a' in "programming", leaving "m{1,2}" the opportunity to match both "m"'s. Finally,

	   "aXXXb" =~ /(X*)/; # matches with $1 = ''

       because it can match zero copies of 'X' at the beginning of the string.	If you definitely
       want to match at least one 'X', use "X+", not "X*".

       Sometimes greed is not good.  At times, we would like quantifiers to match a minimal piece
       of string, rather than a maximal piece.	For this purpose, Larry Wall created the mini-
       mal match  or non-greedy quantifiers "??","*?", "+?", and "{}?".  These are the usual
       quantifiers with a "?" appended to them.  They have the following meanings:

       o   "a??" = match 'a' 0 or 1 times. Try 0 first, then 1.

       o   "a*?" = match 'a' 0 or more times, i.e., any number of times, but as few times as pos-

       o   "a+?" = match 'a' 1 or more times, i.e., at least once, but as few times as possible

       o   "a{n,m}?" = match at least "n" times, not more than "m" times, as few times as possi-

       o   "a{n,}?" = match at least "n" times, but as few times as possible

       o   "a{n}?" = match exactly "n" times.  Because we match exactly "n" times, "a{n}?" is
	   equivalent to "a{n}" and is just there for notational consistency.

       Let's look at the example above, but with minimal quantifiers:

	   $x = "The programming republic of Perl";
	   $x =~ /^(.+?)(e|r)(.*)$/; # matches,
				     # $1 = 'Th'
				     # $2 = 'e'
				     # $3 = ' programming republic of Perl'

       The minimal string that will allow both the start of the string "^" and the alternation to
       match is "Th", with the alternation "e|r" matching "e".	The second quantifier ".*" is
       free to gobble up the rest of the string.

	   $x =~ /(m{1,2}?)(.*?)$/;  # matches,
				     # $1 = 'm'
				     # $2 = 'ming republic of Perl'

       The first string position that this regexp can match is at the first 'm' in "programming".
       At this position, the minimal "m{1,2}?"	matches just one 'm'.  Although the second quan-
       tifier ".*?" would prefer to match no characters, it is constrained by the end-of-string
       anchor "$" to match the rest of the string.

	   $x =~ /(.*?)(m{1,2}?)(.*)$/;  # matches,
					 # $1 = 'The progra'
					 # $2 = 'm'
					 # $3 = 'ming republic of Perl'

       In this regexp, you might expect the first minimal quantifier ".*?"  to match the empty
       string, because it is not constrained by a "^" anchor to match the beginning of the word.
       Principle 0 applies here, however.  Because it is possible for the whole regexp to match
       at the start of the string, it will match at the start of the string.  Thus the first
       quantifier has to match everything up to the first "m".	The second minimal quantifier
       matches just one "m" and the third quantifier matches the rest of the string.

	   $x =~ /(.??)(m{1,2})(.*)$/;	# matches,
					# $1 = 'a'
					# $2 = 'mm'
					# $3 = 'ing republic of Perl'

       Just as in the previous regexp, the first quantifier ".??" can match earliest at position
       'a', so it does.  The second quantifier is greedy, so it matches "mm", and the third
       matches the rest of the string.

       We can modify principle 3 above to take into account non-greedy quantifiers:

       o   Principle 3: If there are two or more elements in a regexp, the leftmost greedy
	   (non-greedy) quantifier, if any, will match as much (little) of the string as possible
	   while still allowing the whole regexp to match.  The next leftmost greedy (non-greedy)
	   quantifier, if any, will try to match as much (little) of the string remaining avail-
	   able to it as possible, while still allowing the whole regexp to match.  And so on,
	   until all the regexp elements are satisfied.

       Just like alternation, quantifiers are also susceptible to backtracking.  Here is a step-
       by-step analysis of the example

	   $x = "the cat in the hat";
	   $x =~ /^(.*)(at)(.*)$/; # matches,
				   # $1 = 'the cat in the h'
				   # $2 = 'at'
				   # $3 = ''   (0 matches)

       0   Start with the first letter in the string 't'.

       1   The first quantifier '.*' starts out by matching the whole string 'the cat in the

       2   'a' in the regexp element 'at' doesn't match the end of the string.	Backtrack one

       3   'a' in the regexp element 'at' still doesn't match the last letter of the string 't',
	   so backtrack one more character.

       4   Now we can match the 'a' and the 't'.

       5   Move on to the third element '.*'.  Since we are at the end of the string and '.*' can
	   match 0 times, assign it the empty string.

       6   We are done!

       Most of the time, all this moving forward and backtracking happens quickly and searching
       is fast.   There are some pathological regexps, however, whose execution time exponen-
       tially grows with the size of the string.  A typical structure that blows up in your face
       is of the form


       The problem is the nested indeterminate quantifiers.  There are many different ways of
       partitioning a string of length n between the "+" and "*": one repetition with "b+" of
       length n, two repetitions with the first "b+" length k and the second with length n-k, m
       repetitions whose bits add up to length n, etc.	In fact there are an exponential number
       of ways to partition a string as a function of length.  A regexp may get lucky and match
       early in the process, but if there is no match, perl will try every possibility before
       giving up.  So be careful with nested "*"'s, "{n,m}"'s, and "+"'s.  The book Mastering
       regular expressions by Jeffrey Friedl gives a wonderful discussion of this and other effi-
       ciency issues.

       Building a regexp

       At this point, we have all the basic regexp concepts covered, so let's give a more
       involved example of a regular expression.  We will build a regexp that matches numbers.

       The first task in building a regexp is to decide what we want to match and what we want to
       exclude.  In our case, we want to match both integers and floating point numbers and we
       want to reject any string that isn't a number.

       The next task is to break the problem down into smaller problems that are easily converted
       into a regexp.

       The simplest case is integers.  These consist of a sequence of digits, with an optional
       sign in front.  The digits we can represent with "\d+" and the sign can be matched with
       "[+-]".	Thus the integer regexp is

	   /[+-]?\d+/;	# matches integers

       A floating point number potentially has a sign, an integral part, a decimal point, a frac-
       tional part, and an exponent.  One or more of these parts is optional, so we need to check
       out the different possibilities.  Floating point numbers which are in proper form include
       123., 0.345, .34, -1e6, and 25.4E-72.  As with integers, the sign out front is completely
       optional and can be matched by "[+-]?".	We can see that if there is no exponent, floating
       point numbers must have a decimal point, otherwise they are integers.  We might be tempted
       to model these with "\d*\.\d*", but this would also match just a single decimal point,
       which is not a number.  So the three cases of floating point number sans exponent are

	  /[+-]?\d+\./;  # 1., 321., etc.
	  /[+-]?\.\d+/;  # .1, .234, etc.
	  /[+-]?\d+\.\d+/;  # 1.0, 30.56, etc.

       These can be combined into a single regexp with a three-way alternation:

	  /[+-]?(\d+\.\d+|\d+\.|\.\d+)/;  # floating point, no exponent

       In this alternation, it is important to put '\d+\.\d+' before '\d+\.'.  If '\d+\.' were
       first, the regexp would happily match that and ignore the fractional part of the number.

       Now consider floating point numbers with exponents.  The key observation here is that both
       integers and numbers with decimal points are allowed in front of an exponent.  Then expo-
       nents, like the overall sign, are independent of whether we are matching numbers with or
       without decimal points, and can be 'decoupled' from the mantissa.  The overall form of the
       regexp now becomes clear:

	   /^(optional sign)(integer | f.p. mantissa)(optional exponent)$/;

       The exponent is an "e" or "E", followed by an integer.  So the exponent regexp is

	  /[eE][+-]?\d+/;  # exponent

       Putting all the parts together, we get a regexp that matches numbers:

	  /^[+-]?(\d+\.\d+|\d+\.|\.\d+|\d+)([eE][+-]?\d+)?$/;  # Ta da!

       Long regexps like this may impress your friends, but can be hard to decipher.  In complex
       situations like this, the "//x" modifier for a match is invaluable.  It allows one to put
       nearly arbitrary whitespace and comments into a regexp without affecting their meaning.
       Using it, we can rewrite our 'extended' regexp in the more pleasing form

	     [+-]?	   # first, match an optional sign
	     (		   # then match integers or f.p. mantissas:
		 \d+\.\d+  # mantissa of the form a.b
		|\d+\.	   # mantissa of the form a.
		|\.\d+	   # mantissa of the form .b
		|\d+	   # integer of the form a
	     ([eE][+-]?\d+)?  # finally, optionally match an exponent

       If whitespace is mostly irrelevant, how does one include space characters in an extended
       regexp? The answer is to backslash it '\ '  or put it in a character class "[ ]" .  The
       same thing goes for pound signs, use "\#" or "[#]".  For instance, Perl allows a space
       between the sign and the mantissa/integer, and we could add this to our regexp as follows:

	     [+-]?\ *	   # first, match an optional sign *and space*
	     (		   # then match integers or f.p. mantissas:
		 \d+\.\d+  # mantissa of the form a.b
		|\d+\.	   # mantissa of the form a.
		|\.\d+	   # mantissa of the form .b
		|\d+	   # integer of the form a
	     ([eE][+-]?\d+)?  # finally, optionally match an exponent

       In this form, it is easier to see a way to simplify the alternation.  Alternatives 1, 2,
       and 4 all start with "\d+", so it could be factored out:

	     [+-]?\ *	   # first, match an optional sign
	     (		   # then match integers or f.p. mantissas:
		 \d+	   # start out with a ...
		     \.\d* # mantissa of the form a.b or a.
		 )?	   # ? takes care of integers of the form a
		|\.\d+	   # mantissa of the form .b
	     ([eE][+-]?\d+)?  # finally, optionally match an exponent

       or written in the compact form,

	   /^[+-]?\ *(\d+(\.\d*)?|\.\d+)([eE][+-]?\d+)?$/;

       This is our final regexp.  To recap, we built a regexp by

       o   specifying the task in detail,

       o   breaking down the problem into smaller parts,

       o   translating the small parts into regexps,

       o   combining the regexps,

       o   and optimizing the final combined regexp.

       These are also the typical steps involved in writing a computer program.  This makes per-
       fect sense, because regular expressions are essentially programs written a little computer
       language that specifies patterns.

       Using regular expressions in Perl

       The last topic of Part 1 briefly covers how regexps are used in Perl programs.  Where do
       they fit into Perl syntax?

       We have already introduced the matching operator in its default "/regexp/" and arbitrary
       delimiter "m!regexp!" forms.  We have used the binding operator "=~" and its negation "!~"
       to test for string matches.  Associated with the matching operator, we have discussed the
       single line "//s", multi-line "//m", case-insensitive "//i" and extended "//x" modifiers.

       There are a few more things you might want to know about matching operators.  First, we
       pointed out earlier that variables in regexps are substituted before the regexp is evalu-

	   $pattern = 'Seuss';
	   while (<>) {
	       print if /$pattern/;

       This will print any lines containing the word "Seuss".  It is not as efficient as it could
       be, however, because perl has to re-evaluate $pattern each time through the loop.  If
       $pattern won't be changing over the lifetime of the script, we can add the "//o" modifier,
       which directs perl to only perform variable substitutions once:

	   #	Improved simple_grep
	   $regexp = shift;
	   while (<>) {
	       print if /$regexp/o;  # a good deal faster

       If you change $pattern after the first substitution happens, perl will ignore it.  If you
       don't want any substitutions at all, use the special delimiter "m''":

	   $pattern = 'Seuss';
	   while (<>) {
	       print if m'$pattern';  # matches '$pattern', not 'Seuss'

       "m''" acts like single quotes on a regexp; all other "m" delimiters act like double
       quotes.	If the regexp evaluates to the empty string, the regexp in the last successful
       match is used instead.  So we have

	   "dog" =~ /d/;  # 'd' matches
	   "dogbert =~ //;  # this matches the 'd' regexp used before

       The final two modifiers "//g" and "//c" concern multiple matches.  The modifier "//g"
       stands for global matching and allows the matching operator to match within a string as
       many times as possible.	In scalar context, successive invocations against a string will
       have `"//g" jump from match to match, keeping track of position in the string as it goes
       along.  You can get or set the position with the "pos()" function.

       The use of "//g" is shown in the following example.  Suppose we have a string that con-
       sists of words separated by spaces.  If we know how many words there are in advance, we
       could extract the words using groupings:

	   $x = "cat dog house"; # 3 words
	   $x =~ /^\s*(\w+)\s+(\w+)\s+(\w+)\s*$/; # matches,
						  # $1 = 'cat'
						  # $2 = 'dog'
						  # $3 = 'house'

       But what if we had an indeterminate number of words? This is the sort of task "//g" was
       made for.  To extract all words, form the simple regexp "(\w+)" and loop over all matches
       with "/(\w+)/g":

	   while ($x =~ /(\w+)/g) {
	       print "Word is $1, ends at position ", pos $x, "\n";


	   Word is cat, ends at position 3
	   Word is dog, ends at position 7
	   Word is house, ends at position 13

       A failed match or changing the target string resets the position.  If you don't want the
       position reset after failure to match, add the "//c", as in "/regexp/gc".  The current
       position in the string is associated with the string, not the regexp.  This means that
       different strings have different positions and their respective positions can be set or
       read independently.

       In list context, "//g" returns a list of matched groupings, or if there are no groupings,
       a list of matches to the whole regexp.  So if we wanted just the words, we could use

	   @words = ($x =~ /(\w+)/g);  # matches,
				       # $word[0] = 'cat'
				       # $word[1] = 'dog'
				       # $word[2] = 'house'

       Closely associated with the "//g" modifier is the "\G" anchor.  The "\G" anchor matches at
       the point where the previous "//g" match left off.  "\G" allows us to easily do context-
       sensitive matching:

	   $metric = 1;  # use metric units
	   $x = <FILE>;  # read in measurement
	   $x =~ /^([+-]?\d+)\s*/g;  # get magnitude
	   $weight = $1;
	   if ($metric) { # error checking
	       print "Units error!" unless $x =~ /\Gkg\./g;
	   else {
	       print "Units error!" unless $x =~ /\Glbs\./g;
	   $x =~ /\G\s+(widget|sprocket)/g;  # continue processing

       The combination of "//g" and "\G" allows us to process the string a bit at a time and use
       arbitrary Perl logic to decide what to do next.	Currently, the "\G" anchor is only fully
       supported when used to anchor to the start of the pattern.

       "\G" is also invaluable in processing fixed length records with regexps.  Suppose we have
       a snippet of coding region DNA, encoded as base pair letters "ATCGTTGAAT..." and we want
       to find all the stop codons "TGA".  In a coding region, codons are 3-letter sequences, so
       we can think of the DNA snippet as a sequence of 3-letter records.  The naive regexp

	   # expanded, this is "ATC GTT GAA TGC AAA TGA CAT GAC"
	   $dna =~ /TGA/;

       doesn't work; it may match a "TGA", but there is no guarantee that the match is aligned
       with codon boundaries, e.g., the substring "GTT GAA"  gives a match.  A better solution is

	   while ($dna =~ /(\w\w\w)*?TGA/g) {  # note the minimal *?
	       print "Got a TGA stop codon at position ", pos $dna, "\n";

       which prints

	   Got a TGA stop codon at position 18
	   Got a TGA stop codon at position 23

       Position 18 is good, but position 23 is bogus.  What happened?

       The answer is that our regexp works well until we get past the last real match.	Then the
       regexp will fail to match a synchronized "TGA" and start stepping ahead one character
       position at a time, not what we want.  The solution is to use "\G" to anchor the match to
       the codon alignment:

	   while ($dna =~ /\G(\w\w\w)*?TGA/g) {
	       print "Got a TGA stop codon at position ", pos $dna, "\n";

       This prints

	   Got a TGA stop codon at position 18

       which is the correct answer.  This example illustrates that it is important not only to
       match what is desired, but to reject what is not desired.

       search and replace

       Regular expressions also play a big role in search and replace operations in Perl.  Search
       and replace is accomplished with the "s///" operator.  The general form is "s/reg-
       exp/replacement/modifiers", with everything we know about regexps and modifiers applying
       in this case as well.  The "replacement" is a Perl double quoted string that replaces in
       the string whatever is matched with the "regexp".  The operator "=~" is also used here to
       associate a string with "s///".	If matching against $_, the "$_ =~"  can be dropped.  If
       there is a match, "s///" returns the number of substitutions made, otherwise it returns
       false.  Here are a few examples:

	   $x = "Time to feed the cat!";
	   $x =~ s/cat/hacker/;   # $x contains "Time to feed the hacker!"
	   if ($x =~ s/^(Time.*hacker)!$/$1 now!/) {
	       $more_insistent = 1;
	   $y = "'quoted words'";
	   $y =~ s/^'(.*)'$/$1/;  # strip single quotes,
				  # $y contains "quoted words"

       In the last example, the whole string was matched, but only the part inside the single
       quotes was grouped.  With the "s///" operator, the matched variables $1, $2, etc.  are
       immediately available for use in the replacement expression, so we use $1 to replace the
       quoted string with just what was quoted.  With the global modifier, "s///g" will search
       and replace all occurrences of the regexp in the string:

	   $x = "I batted 4 for 4";
	   $x =~ s/4/four/;   # doesn't do it all:
			      # $x contains "I batted four for 4"
	   $x = "I batted 4 for 4";
	   $x =~ s/4/four/g;  # does it all:
			      # $x contains "I batted four for four"

       If you prefer 'regex' over 'regexp' in this tutorial, you could use the following program
       to replace it:

	   % cat > simple_replace
	   $regexp = shift;
	   $replacement = shift;
	   while (<>) {

	   % simple_replace regexp regex perlretut.pod

       In "simple_replace" we used the "s///g" modifier to replace all occurrences of the regexp
       on each line and the "s///o" modifier to compile the regexp only once.  As with "sim-
       ple_grep", both the "print" and the "s/$regexp/$replacement/go" use $_ implicitly.

       A modifier available specifically to search and replace is the "s///e" evaluation modi-
       fier.  "s///e" wraps an "eval{...}" around the replacement string and the evaluated result
       is substituted for the matched substring.  "s///e" is useful if you need to do a bit of
       computation in the process of replacing text.  This example counts character frequencies
       in a line:

	   $x = "Bill the cat";
	   $x =~ s/(.)/$chars{$1}++;$1/eg;  # final $1 replaces char with itself
	   print "frequency of '$_' is $chars{$_}\n"
	       foreach (sort {$chars{$b} <=> $chars{$a}} keys %chars);

       This prints

	   frequency of ' ' is 2
	   frequency of 't' is 2
	   frequency of 'l' is 2
	   frequency of 'B' is 1
	   frequency of 'c' is 1
	   frequency of 'e' is 1
	   frequency of 'h' is 1
	   frequency of 'i' is 1
	   frequency of 'a' is 1

       As with the match "m//" operator, "s///" can use other delimiters, such as "s!!!" and
       "s{}{}", and even "s{}//".  If single quotes are used "s'''", then the regexp and replace-
       ment are treated as single quoted strings and there are no substitutions.  "s///" in list
       context returns the same thing as in scalar context, i.e., the number of matches.

       The split operator

       The "split"  function can also optionally use a matching operator "m//" to split a string.
       "split /regexp/, string, limit" splits "string" into a list of substrings and returns that
       list.  The regexp is used to match the character sequence that the "string" is split with
       respect to.  The "limit", if present, constrains splitting into no more than "limit" num-
       ber of strings.	For example, to split a string into words, use

	   $x = "Calvin and Hobbes";
	   @words = split /\s+/, $x;  # $word[0] = 'Calvin'
				      # $word[1] = 'and'
				      # $word[2] = 'Hobbes'

       If the empty regexp "//" is used, the regexp always matches and the string is split into
       individual characters.  If the regexp has groupings, then list produced contains the
       matched substrings from the groupings as well.  For instance,

	   $x = "/usr/bin/perl";
	   @dirs = split m!/!, $x;  # $dirs[0] = ''
				    # $dirs[1] = 'usr'
				    # $dirs[2] = 'bin'
				    # $dirs[3] = 'perl'
	   @parts = split m!(/)!, $x;  # $parts[0] = ''
				       # $parts[1] = '/'
				       # $parts[2] = 'usr'
				       # $parts[3] = '/'
				       # $parts[4] = 'bin'
				       # $parts[5] = '/'
				       # $parts[6] = 'perl'

       Since the first character of $x matched the regexp, "split" prepended an empty initial
       element to the list.

       If you have read this far, congratulations! You now have all the basic tools needed to use
       regular expressions to solve a wide range of text processing problems.  If this is your
       first time through the tutorial, why not stop here and play around with regexps a while...
       Part 2 concerns the more esoteric aspects of regular expressions and those concepts cer-
       tainly aren't needed right at the start.

Part 2: Power tools
       OK, you know the basics of regexps and you want to know more.  If matching regular expres-
       sions is analogous to a walk in the woods, then the tools discussed in Part 1 are analo-
       gous to topo maps and a compass, basic tools we use all the time.  Most of the tools in
       part 2 are analogous to flare guns and satellite phones.  They aren't used too often on a
       hike, but when we are stuck, they can be invaluable.

       What follows are the more advanced, less used, or sometimes esoteric capabilities of perl
       regexps.  In Part 2, we will assume you are comfortable with the basics and concentrate on
       the new features.

       More on characters, strings, and character classes

       There are a number of escape sequences and character classes that we haven't covered yet.

       There are several escape sequences that convert characters or strings between upper and
       lower case.  "\l" and "\u" convert the next character to lower or upper case, respec-

	   $x = "perl";
	   $string =~ /\u$x/;  # matches 'Perl' in $string
	   $x = "M(rs?|s)\\."; # note the double backslash
	   $string =~ /\l$x/;  # matches 'mr.', 'mrs.', and 'ms.',

       "\L" and "\U" converts a whole substring, delimited by "\L" or "\U" and "\E", to lower or
       upper case:

	   $x = "This word is in lower case:\L SHOUT\E";
	   $x =~ /shout/;	# matches
	   $x =~ /\Ukeypunch/;	# matches punch card string

       If there is no "\E", case is converted until the end of the string. The regexps
       "\L\u$word" or "\u\L$word" convert the first character of $word to uppercase and the rest
       of the characters to lowercase.

       Control characters can be escaped with "\c", so that a control-Z character would be
       matched with "\cZ".  The escape sequence "\Q"..."\E" quotes, or protects most non-alpha-
       betic characters.   For instance,

	   $x = "\QThat !^*&%~& cat!";
	   $x =~ /\Q!^*&%~&\E/;  # check for rough language

       It does not protect "$" or "@", so that variables can still be substituted.

       With the advent of 5.6.0, perl regexps can handle more than just the standard ASCII char-
       acter set.  Perl now supports Unicode, a standard for encoding the character sets from
       many of the world's written languages.  Unicode does this by allowing characters to be
       more than one byte wide.  Perl uses the UTF-8 encoding, in which ASCII characters are
       still encoded as one byte, but characters greater than "chr(127)" may be stored as two or
       more bytes.

       What does this mean for regexps? Well, regexp users don't need to know much about perl's
       internal representation of strings.  But they do need to know 1) how to represent Unicode
       characters in a regexp and 2) when a matching operation will treat the string to be
       searched as a sequence of bytes (the old way) or as a sequence of Unicode characters (the
       new way).  The answer to 1) is that Unicode characters greater than "chr(127)" may be rep-
       resented using the "\x{hex}" notation, with "hex" a hexadecimal integer:

	   /\x{263a}/;	# match a Unicode smiley face :)

       Unicode characters in the range of 128-255 use two hexadecimal digits with braces:
       "\x{ab}".  Note that this is different than "\xab", which is just a hexadecimal byte with
       no Unicode significance.

       NOTE: in Perl 5.6.0 it used to be that one needed to say "use utf8" to use any Unicode
       features.  This is no more the case: for almost all Unicode processing, the explicit
       "utf8" pragma is not needed.  (The only case where it matters is if your Perl script is in
       Unicode and encoded in UTF-8, then an explicit "use utf8" is needed.)

       Figuring out the hexadecimal sequence of a Unicode character you want or deciphering some-
       one else's hexadecimal Unicode regexp is about as much fun as programming in machine code.
       So another way to specify Unicode characters is to use the named character  escape
       sequence "\N{name}".  "name" is a name for the Unicode character, as specified in the Uni-
       code standard.  For instance, if we wanted to represent or match the astrological sign for
       the planet Mercury, we could use

	   use charnames ":full"; # use named chars with Unicode full names
	   $x = "abc\N{MERCURY}def";
	   $x =~ /\N{MERCURY}/;   # matches

       One can also use short names or restrict names to a certain alphabet:

	   use charnames ':full';
	   print "\N{GREEK SMALL LETTER SIGMA} is called sigma.\n";

	   use charnames ":short";
	   print "\N{greek:Sigma} is an upper-case sigma.\n";

	   use charnames qw(greek);
	   print "\N{sigma} is Greek sigma\n";

       A list of full names is found in the file Names.txt in the lib/perl5/5.X.X/unicore direc-

       The answer to requirement 2), as of 5.6.0, is that if a regexp contains Unicode charac-
       ters, the string is searched as a sequence of Unicode characters.  Otherwise, the string
       is searched as a sequence of bytes.  If the string is being searched as a sequence of Uni-
       code characters, but matching a single byte is required, we can use the "\C" escape
       sequence.  "\C" is a character class akin to "." except that it matches any byte 0-255.

	   use charnames ":full"; # use named chars with Unicode full names
	   $x = "a";
	   $x =~ /\C/;	# matches 'a', eats one byte
	   $x = "";
	   $x =~ /\C/;	# doesn't match, no bytes to match
	   $x = "\N{MERCURY}";	# two-byte Unicode character
	   $x =~ /\C/;	# matches, but dangerous!

       The last regexp matches, but is dangerous because the string character position is no
       longer synchronized to the string byte position.  This generates the warning 'Malformed
       UTF-8 character'.  The "\C" is best used for matching the binary data in strings with
       binary data intermixed with Unicode characters.

       Let us now discuss the rest of the character classes.  Just as with Unicode characters,
       there are named Unicode character classes represented by the "\p{name}" escape sequence.
       Closely associated is the "\P{name}" character class, which is the negation of the
       "\p{name}" class.  For example, to match lower and uppercase characters,

	   use charnames ":full"; # use named chars with Unicode full names
	   $x = "BOB";
	   $x =~ /^\p{IsUpper}/;   # matches, uppercase char class
	   $x =~ /^\P{IsUpper}/;   # doesn't match, char class sans uppercase
	   $x =~ /^\p{IsLower}/;   # doesn't match, lowercase char class
	   $x =~ /^\P{IsLower}/;   # matches, char class sans lowercase

       Here is the association between some Perl named classes and the traditional Unicode

	   Perl class name  Unicode class name or regular expression

	   IsAlpha	    /^[LM]/
	   IsAlnum	    /^[LMN]/
	   IsASCII	    $code <= 127
	   IsCntrl	    /^C/
	   IsBlank	    $code =~ /^(0020|0009)$/ || /^Z[^lp]/
	   IsDigit	    Nd
	   IsGraph	    /^([LMNPS]|Co)/
	   IsLower	    Ll
	   IsPrint	    /^([LMNPS]|Co|Zs)/
	   IsPunct	    /^P/
	   IsSpace	    /^Z/ || ($code =~ /^(0009|000A|000B|000C|000D)$/
	   IsSpacePerl	    /^Z/ || ($code =~ /^(0009|000A|000C|000D|0085|2028|2029)$/
	   IsUpper	    /^L[ut]/
	   IsWord	    /^[LMN]/ || $code eq "005F"
	   IsXDigit	    $code =~ /^00(3[0-9]|[46][1-6])$/

       You can also use the official Unicode class names with the "\p" and "\P", like "\p{L}" for
       Unicode 'letters', or "\p{Lu}" for uppercase letters, or "\P{Nd}" for non-digits.  If a
       "name" is just one letter, the braces can be dropped.  For instance, "\pM" is the charac-
       ter class of Unicode 'marks', for example accent marks.	For the full list see perluni-

       The Unicode has also been separated into various sets of charaters which you can test with
       "\p{In...}" (in) and "\P{In...}" (not in), for example "\p{Latin}", "\p{Greek}", or
       "\P{Katakana}".	For the full list see perlunicode.

       "\X" is an abbreviation for a character class sequence that includes the Unicode 'combin-
       ing character sequences'.  A 'combining character sequence' is a base character followed
       by any number of combining characters.  An example of a combining character is an accent.
       Using the Unicode full names, e.g., "A + COMBINING RING"  is a combining character
       sequence with base character "A" and combining character "COMBINING RING" , which trans-
       lates in Danish to A with the circle atop it, as in the word Angstrom.  "\X" is equivalent
       to "\PM\pM*}", i.e., a non-mark followed by one or more marks.

       For the full and latest information about Unicode see the latest Unicode standard, or the
       Unicode Consortium's website http://www.unicode.org/

       As if all those classes weren't enough, Perl also defines POSIX style character classes.
       These have the form "[:name:]", with "name" the name of the POSIX class.  The POSIX
       classes are "alpha", "alnum", "ascii", "cntrl", "digit", "graph", "lower", "print",
       "punct", "space", "upper", and "xdigit", and two extensions, "word" (a Perl extension to
       match "\w"), and "blank" (a GNU extension).  If "utf8" is being used, then these classes
       are defined the same as their corresponding perl Unicode classes: "[:upper:]" is the same
       as "\p{IsUpper}", etc.  The POSIX character classes, however, don't require using "utf8".
       The "[:digit:]", "[:word:]", and "[:space:]" correspond to the familiar "\d", "\w", and
       "\s" character classes.	To negate a POSIX class, put a "^" in front of the name, so that,
       e.g., "[:^digit:]" corresponds to "\D" and under "utf8", "\P{IsDigit}".	The Unicode and
       POSIX character classes can be used just like "\d", with the exception that POSIX charac-
       ter classes can only be used inside of a character class:

	   /\s+[abc[:digit:]xyz]\s*/;  # match a,b,c,x,y,z, or a digit
	   /^=item\s[[:digit:]]/;      # match '=item',
				       # followed by a space and a digit
	   use charnames ":full";
	   /\s+[abc\p{IsDigit}xyz]\s+/;  # match a,b,c,x,y,z, or a digit
	   /^=item\s\p{IsDigit}/;	 # match '=item',
					 # followed by a space and a digit

       Whew! That is all the rest of the characters and character classes.

       Compiling and saving regular expressions

       In Part 1 we discussed the "//o" modifier, which compiles a regexp just once.  This sug-
       gests that a compiled regexp is some data structure that can be stored once and used again
       and again.  The regexp quote "qr//" does exactly that: "qr/string/" compiles the "string"
       as a regexp and transforms the result into a form that can be assigned to a variable:

	   $reg = qr/foo+bar?/;  # reg contains a compiled regexp

       Then $reg can be used as a regexp:

	   $x = "fooooba";
	   $x =~ $reg;	   # matches, just like /foo+bar?/
	   $x =~ /$reg/;   # same thing, alternate form

       $reg can also be interpolated into a larger regexp:

	   $x =~ /(abc)?$reg/;	# still matches

       As with the matching operator, the regexp quote can use different delimiters, e.g.,
       "qr!!", "qr{}" and "qr~~".  The single quote delimiters "qr''" prevent any interpolation
       from taking place.

       Pre-compiled regexps are useful for creating dynamic matches that don't need to be recom-
       piled each time they are encountered.  Using pre-compiled regexps, "simple_grep" program
       can be expanded into a program that matches multiple patterns:

	   % cat > multi_grep
	   # multi_grep - match any of <number> regexps
	   # usage: multi_grep <number> regexp1 regexp2 ... file1 file2 ...

	   $number = shift;
	   $regexp[$_] = shift foreach (0..$number-1);
	   @compiled = map qr/$_/, @regexp;
	   while ($line = <>) {
	       foreach $pattern (@compiled) {
		   if ($line =~ /$pattern/) {
		       print $line;
		       last;  # we matched, so move onto the next line

	   % multi_grep 2 last for multi_grep
	       $regexp[$_] = shift foreach (0..$number-1);
		   foreach $pattern (@compiled) {

       Storing pre-compiled regexps in an array @compiled allows us to simply loop through the
       regexps without any recompilation, thus gaining flexibility without sacrificing speed.

       Embedding comments and modifiers in a regular expression

       Starting with this section, we will be discussing Perl's set of extended patterns.  These
       are extensions to the traditional regular expression syntax that provide powerful new
       tools for pattern matching.  We have already seen extensions in the form of the minimal
       matching constructs "??", "*?", "+?", "{n,m}?", and "{n,}?".  The rest of the extensions
       below have the form "(?char...)", where the "char" is a character that determines the type
       of extension.

       The first extension is an embedded comment "(?#text)".  This embeds a comment into the
       regular expression without affecting its meaning.  The comment should not have any closing
       parentheses in the text.  An example is

	   /(?# Match an integer:)[+-]?\d+/;

       This style of commenting has been largely superseded by the raw, freeform commenting that
       is allowed with the "//x" modifier.

       The modifiers "//i", "//m", "//s", and "//x" can also embedded in a regexp using "(?i)",
       "(?m)", "(?s)", and "(?x)".  For instance,

	   /(?i)yes/;  # match 'yes' case insensitively
	   /yes/i;     # same thing
	   /(?x)(	   # freeform version of an integer regexp
		    [+-]?  # match an optional sign
		    \d+    # match a sequence of digits

       Embedded modifiers can have two important advantages over the usual modifiers.  Embedded
       modifiers allow a custom set of modifiers to each regexp pattern.  This is great for
       matching an array of regexps that must have different modifiers:

	   $pattern[0] = '(?i)doctor';
	   $pattern[1] = 'Johnson';
	   while (<>) {
	       foreach $patt (@pattern) {
		   print if /$patt/;

       The second advantage is that embedded modifiers only affect the regexp inside the group
       the embedded modifier is contained in.  So grouping can be used to localize the modifier's

	   /Answer: ((?i)yes)/;  # matches 'Answer: yes', 'Answer: YES', etc.

       Embedded modifiers can also turn off any modifiers already present by using, e.g.,
       "(?-i)".  Modifiers can also be combined into a single expression, e.g., "(?s-i)" turns on
       single line mode and turns off case insensitivity.

       Non-capturing groupings

       We noted in Part 1 that groupings "()" had two distinct functions: 1) group regexp ele-
       ments together as a single unit, and 2) extract, or capture, substrings that matched the
       regexp in the grouping.	Non-capturing groupings, denoted by "(?:regexp)", allow the reg-
       exp to be treated as a single unit, but don't extract substrings or set matching variables
       $1, etc.  Both capturing and non-capturing groupings are allowed to co-exist in the same
       regexp.	Because there is no extraction, non-capturing groupings are faster than capturing
       groupings.  Non-capturing groupings are also handy for choosing exactly which parts of a
       regexp are to be extracted to matching variables:

	   # match a number, $1-$4 are set, but we only want $1
	   /([+-]?\ *(\d+(\.\d*)?|\.\d+)([eE][+-]?\d+)?)/;

	   # match a number faster , only $1 is set
	   /([+-]?\ *(?:\d+(?:\.\d*)?|\.\d+)(?:[eE][+-]?\d+)?)/;

	   # match a number, get $1 = whole number, $2 = exponent
	   /([+-]?\ *(?:\d+(?:\.\d*)?|\.\d+)(?:[eE]([+-]?\d+))?)/;

       Non-capturing groupings are also useful for removing nuisance elements gathered from a
       split operation:

	   $x = '12a34b5';
	   @num = split /(a|b)/, $x;	# @num = ('12','a','34','b','5')
	   @num = split /(?:a|b)/, $x;	# @num = ('12','34','5')

       Non-capturing groupings may also have embedded modifiers: "(?i-m:regexp)" is a non-captur-
       ing grouping that matches "regexp" case insensitively and turns off multi-line mode.

       Looking ahead and looking behind

       This section concerns the lookahead and lookbehind assertions.  First, a little back-

       In Perl regular expressions, most regexp elements 'eat up' a certain amount of string when
       they match.  For instance, the regexp element "[abc}]" eats up one character of the string
       when it matches, in the sense that perl moves to the next character position in the string
       after the match.  There are some elements, however, that don't eat up characters (advance
       the character position) if they match.  The examples we have seen so far are the anchors.
       The anchor "^" matches the beginning of the line, but doesn't eat any characters.  Simi-
       larly, the word boundary anchor "\b" matches, e.g., if the character to the left is a word
       character and the character to the right is a non-word character, but it doesn't eat up
       any characters itself.  Anchors are examples of 'zero-width assertions'.  Zero-width,
       because they consume no characters, and assertions, because they test some property of the
       string.	In the context of our walk in the woods analogy to regexp matching, most regexp
       elements move us along a trail, but anchors have us stop a moment and check our surround-
       ings.  If the local environment checks out, we can proceed forward.  But if the local
       environment doesn't satisfy us, we must backtrack.

       Checking the environment entails either looking ahead on the trail, looking behind, or
       both.  "^" looks behind, to see that there are no characters before.  "$" looks ahead, to
       see that there are no characters after.	"\b" looks both ahead and behind, to see if the
       characters on either side differ in their 'word'-ness.

       The lookahead and lookbehind assertions are generalizations of the anchor concept.  Looka-
       head and lookbehind are zero-width assertions that let us specify which characters we want
       to test for.  The lookahead assertion is denoted by "(?=regexp)" and the lookbehind asser-
       tion is denoted by "(?<=fixed-regexp)".	Some examples are

	   $x = "I catch the housecat 'Tom-cat' with catnip";
	   $x =~ /cat(?=\s+)/;	# matches 'cat' in 'housecat'
	   @catwords = ($x =~ /(?<=\s)cat\w+/g);  # matches,
						  # $catwords[0] = 'catch'
						  # $catwords[1] = 'catnip'
	   $x =~ /\bcat\b/;  # matches 'cat' in 'Tom-cat'
	   $x =~ /(?<=\s)cat(?=\s)/; # doesn't match; no isolated 'cat' in
				     # middle of $x

       Note that the parentheses in "(?=regexp)" and "(?<=regexp)" are non-capturing, since these
       are zero-width assertions.  Thus in the second regexp, the substrings captured are those
       of the whole regexp itself.  Lookahead "(?=regexp)" can match arbitrary regexps, but look-
       behind "(?<=fixed-regexp)" only works for regexps of fixed width, i.e., a fixed number of
       characters long.  Thus "(?<=(ab|bc))" is fine, but "(?<=(ab)*)" is not.	The negated ver-
       sions of the lookahead and lookbehind assertions are denoted by "(?!regexp)" and
       "(?<!fixed-regexp)" respectively.  They evaluate true if the regexps do not match:

	   $x = "foobar";
	   $x =~ /foo(?!bar)/;	# doesn't match, 'bar' follows 'foo'
	   $x =~ /foo(?!baz)/;	# matches, 'baz' doesn't follow 'foo'
	   $x =~ /(?<!\s)foo/;	# matches, there is no \s before 'foo'

       The "\C" is unsupported in lookbehind, because the already treacherous definition of "\C"
       would become even more so when going backwards.

       Using independent subexpressions to prevent backtracking

       The last few extended patterns in this tutorial are experimental as of 5.6.0.  Play with
       them, use them in some code, but don't rely on them just yet for production code.

       Independent subexpressions  are regular expressions, in the context of a larger regular
       expression, that function independently of the larger regular expression.  That is, they
       consume as much or as little of the string as they wish without regard for the ability of
       the larger regexp to match.  Independent subexpressions are represented by "(?>regexp)".
       We can illustrate their behavior by first considering an ordinary regexp:

	   $x = "ab";
	   $x =~ /a*ab/;  # matches

       This obviously matches, but in the process of matching, the subexpression "a*" first
       grabbed the "a".  Doing so, however, wouldn't allow the whole regexp to match, so after
       backtracking, "a*" eventually gave back the "a" and matched the empty string.  Here, what
       "a*" matched was dependent on what the rest of the regexp matched.

       Contrast that with an independent subexpression:

	   $x =~ /(?>a*)ab/;  # doesn't match!

       The independent subexpression "(?>a*)" doesn't care about the rest of the regexp, so it
       sees an "a" and grabs it.  Then the rest of the regexp "ab" cannot match.  Because
       "(?>a*)" is independent, there is no backtracking and the independent subexpression does
       not give up its "a".  Thus the match of the regexp as a whole fails.  A similar behavior
       occurs with completely independent regexps:

	   $x = "ab";
	   $x =~ /a*/g;   # matches, eats an 'a'
	   $x =~ /\Gab/g; # doesn't match, no 'a' available

       Here "//g" and "\G" create a 'tag team' handoff of the string from one regexp to the
       other.  Regexps with an independent subexpression are much like this, with a handoff of
       the string to the independent subexpression, and a handoff of the string back to the
       enclosing regexp.

       The ability of an independent subexpression to prevent backtracking can be quite useful.
       Suppose we want to match a non-empty string enclosed in parentheses up to two levels deep.
       Then the following regexp matches:

	   $x = "abc(de(fg)h";	# unbalanced parentheses
	   $x =~ /\( ( [^()]+ | \([^()]*\) )+ \)/x;

       The regexp matches an open parenthesis, one or more copies of an alternation, and a close
       parenthesis.  The alternation is two-way, with the first alternative "[^()]+" matching a
       substring with no parentheses and the second alternative "\([^()]*\)"  matching a sub-
       string delimited by parentheses.  The problem with this regexp is that it is pathological:
       it has nested indeterminate quantifiers of the form "(a+|b)+".  We discussed in Part 1 how
       nested quantifiers like this could take an exponentially long time to execute if there was
       no match possible.  To prevent the exponential blowup, we need to prevent useless back-
       tracking at some point.	This can be done by enclosing the inner quantifier as an indepen-
       dent subexpression:

	   $x =~ /\( ( (?>[^()]+) | \([^()]*\) )+ \)/x;

       Here, "(?>[^()]+)" breaks the degeneracy of string partitioning by gobbling up as much of
       the string as possible and keeping it.	Then match failures fail much more quickly.

       Conditional expressions

       A conditional expression  is a form of if-then-else statement that allows one to choose
       which patterns are to be matched, based on some condition.  There are two types of condi-
       tional expression: "(?(condition)yes-regexp)" and "(?(condition)yes-regexp|no-regexp)".
       "(?(condition)yes-regexp)" is like an 'if () {}'  statement in Perl.  If the "condition"
       is true, the "yes-regexp" will be matched.  If the "condition" is false, the "yes-regexp"
       will be skipped and perl will move onto the next regexp element.  The second form is like
       an 'if () {} else {}'  statement in Perl.  If the "condition" is true, the "yes-regexp"
       will be matched, otherwise the "no-regexp" will be matched.

       The "condition" can have two forms.  The first form is simply an integer in parentheses
       "(integer)".  It is true if the corresponding backreference "\integer" matched earlier in
       the regexp.  The second form is a bare zero width assertion "(?...)", either a lookahead,
       a lookbehind, or a code assertion (discussed in the next section).

       The integer form of the "condition" allows us to choose, with more flexibility, what to
       match based on what matched earlier in the regexp. This searches for words of the form
       "$x$x" or "$x$y$y$x":

	   % simple_grep '^(\w+)(\w+)?(?(2)\2\1|\1)$' /usr/dict/words

       The lookbehind "condition" allows, along with backreferences, an earlier part of the match
       to influence a later part of the match.	For instance,


       matches a DNA sequence such that it either ends in "AAG", or some other base pair combina-
       tion and "C".  Note that the form is "(?(?<=AA)G|C)" and not "(?((?<=AA))G|C)"; for the
       lookahead, lookbehind or code assertions, the parentheses around the conditional are not

       A bit of magic: executing Perl code in a regular expression

       Normally, regexps are a part of Perl expressions.  Code evaluation  expressions turn that
       around by allowing arbitrary Perl code to be a part of a regexp.  A code evaluation
       expression is denoted "(?{code})", with "code" a string of Perl statements.

       Code expressions are zero-width assertions, and the value they return depends on their
       environment.  There are two possibilities: either the code expression is used as a condi-
       tional in a conditional expression "(?(condition)...)", or it is not.  If the code expres-
       sion is a conditional, the code is evaluated and the result (i.e., the result of the last
       statement) is used to determine truth or falsehood.  If the code expression is not used as
       a conditional, the assertion always evaluates true and the result is put into the special
       variable $^R.  The variable $^R can then be used in code expressions later in the regexp.
       Here are some silly examples:

	   $x = "abcdef";
	   $x =~ /abc(?{print "Hi Mom!";})def/; # matches,
						# prints 'Hi Mom!'
	   $x =~ /aaa(?{print "Hi Mom!";})def/; # doesn't match,
						# no 'Hi Mom!'

       Pay careful attention to the next example:

	   $x =~ /abc(?{print "Hi Mom!";})ddd/; # doesn't match,
						# no 'Hi Mom!'
						# but why not?

       At first glance, you'd think that it shouldn't print, because obviously the "ddd" isn't
       going to match the target string. But look at this example:

	   $x =~ /abc(?{print "Hi Mom!";})[d]dd/; # doesn't match,
						  # but _does_ print

       Hmm. What happened here? If you've been following along, you know that the above pattern
       should be effectively the same as the last one -- enclosing the d in a character class
       isn't going to change what it matches. So why does the first not print while the second
       one does?

       The answer lies in the optimizations the REx engine makes. In the first case, all the
       engine sees are plain old characters (aside from the "?{}" construct). It's smart enough
       to realize that the string 'ddd' doesn't occur in our target string before actually run-
       ning the pattern through. But in the second case, we've tricked it into thinking that our
       pattern is more complicated than it is. It takes a look, sees our character class, and
       decides that it will have to actually run the pattern to determine whether or not it
       matches, and in the process of running it hits the print statement before it discovers
       that we don't have a match.

       To take a closer look at how the engine does optimizations, see the section "Pragmas and
       debugging" below.

       More fun with "?{}":

	   $x =~ /(?{print "Hi Mom!";})/;	# matches,
						# prints 'Hi Mom!'
	   $x =~ /(?{$c = 1;})(?{print "$c";})/;  # matches,
						  # prints '1'
	   $x =~ /(?{$c = 1;})(?{print "$^R";})/; # matches,
						  # prints '1'

       The bit of magic mentioned in the section title occurs when the regexp backtracks in the
       process of searching for a match.  If the regexp backtracks over a code expression and if
       the variables used within are localized using "local", the changes in the variables pro-
       duced by the code expression are undone! Thus, if we wanted to count how many times a
       character got matched inside a group, we could use, e.g.,

	   $x = "aaaa";
	   $count = 0;	# initialize 'a' count
	   $c = "bob";	# test if $c gets clobbered
	   $x =~ /(?{local $c = 0;})	     # initialize count
		  ( a			     # match 'a'
		    (?{local $c = $c + 1;})  # increment count
		  )*			     # do this any number of times,
		  aa			     # but match 'aa' at the end
		  (?{$count = $c;})	     # copy local $c var into $count
	   print "'a' count is $count, \$c variable is '$c'\n";

       This prints

	   'a' count is 2, $c variable is 'bob'

       If we replace the " (?{local $c = $c + 1;})"  with " (?{$c = $c + 1;})" , the variable
       changes are not undone during backtracking, and we get

	   'a' count is 4, $c variable is 'bob'

       Note that only localized variable changes are undone.  Other side effects of code expres-
       sion execution are permanent.  Thus

	   $x = "aaaa";
	   $x =~ /(a(?{print "Yow\n";}))*aa/;



       The result $^R is automatically localized, so that it will behave properly in the presence
       of backtracking.

       This example uses a code expression in a conditional to match the article 'the' in either
       English or German:

	   $lang = 'DE';  # use German
	   $text = "das";
	   print "matched\n"
	       if $text =~ /(?(?{
				 $lang eq 'EN'; # is the language English?
			      the |		# if so, then match 'the'
			      (die|das|der)	# else, match 'die|das|der'

       Note that the syntax here is "(?(?{...})yes-regexp|no-regexp)", not "(?((?{...}))yes-reg-
       exp|no-regexp)".  In other words, in the case of a code expression, we don't need the
       extra parentheses around the conditional.

       If you try to use code expressions with interpolating variables, perl may surprise you:

	   $bar = 5;
	   $pat = '(?{ 1 })';
	   /foo(?{ $bar })bar/; # compiles ok, $bar not interpolated
	   /foo(?{ 1 })$bar/;	# compile error!
	   /foo${pat}bar/;	# compile error!

	   $pat = qr/(?{ $foo = 1 })/;	# precompile code regexp
	   /foo${pat}bar/;	# compiles ok

       If a regexp has(1) code expressions and interpolating variables,or(2) a variable that
       interpolates a code expression, perl treats the regexp as an error. If the code expression
       is precompiled into a variable, however, interpolating is ok. The question is, why is this
       an error?

       The reason is that variable interpolation and code expressions together pose a security
       risk.  The combination is dangerous because many programmers who write search engines
       often take user input and plug it directly into a regexp:

	   $regexp = <>;       # read user-supplied regexp
	   $chomp $regexp;     # get rid of possible newline
	   $text =~ /$regexp/; # search $text for the $regexp

       If the $regexp variable contains a code expression, the user could then execute arbitrary
       Perl code.  For instance, some joker could search for "system('rm -rf *');"  to erase your
       files.  In this sense, the combination of interpolation and code expressions taints your
       regexp.	So by default, using both interpolation and code expressions in the same regexp
       is not allowed.	If you're not concerned about malicious users, it is possible to bypass
       this security check by invoking "use re 'eval'" :

	   use re 'eval';	# throw caution out the door
	   $bar = 5;
	   $pat = '(?{ 1 })';
	   /foo(?{ 1 })$bar/;	# compiles ok
	   /foo${pat}bar/;	# compiles ok

       Another form of code expression is the pattern code expression .  The pattern code expres-
       sion is like a regular code expression, except that the result of the code evaluation is
       treated as a regular expression and matched immediately.  A simple example is

	   $length = 5;
	   $char = 'a';
	   $x = 'aaaaabb';
	   $x =~ /(??{$char x $length})/x; # matches, there are 5 of 'a'

       This final example contains both ordinary and pattern code expressions.	 It detects if a
       binary string 1101010010001... has a Fibonacci spacing 0,1,1,2,3,5,...  of the 1's:

	   $s0 = 0; $s1 = 1; # initial conditions
	   $x = "1101010010001000001";
	   print "It is a Fibonacci sequence\n"
	       if $x =~ /^1	    # match an initial '1'
			      (??{'0' x $s0}) # match $s0 of '0'
			      1 	      # and then a '1'
				 $largest = $s0;   # largest seq so far
				 $s2 = $s1 + $s0;  # compute next term
				 $s0 = $s1;	   # in Fibonacci sequence
				 $s1 = $s2;
			   )+	# repeat as needed
			 $	# that is all there is
	   print "Largest sequence matched was $largest\n";

       This prints

	   It is a Fibonacci sequence
	   Largest sequence matched was 5

       Ha! Try that with your garden variety regexp package...

       Note that the variables $s0 and $s1 are not substituted when the regexp is compiled, as
       happens for ordinary variables outside a code expression.  Rather, the code expressions
       are evaluated when perl encounters them during the search for a match.

       The regexp without the "//x" modifier is


       and is a great start on an Obfuscated Perl entry :-) When working with code and condi-
       tional expressions, the extended form of regexps is almost necessary in creating and
       debugging regexps.

       Pragmas and debugging

       Speaking of debugging, there are several pragmas available to control and debug regexps in
       Perl.  We have already encountered one pragma in the previous section, "use re 'eval';" ,
       that allows variable interpolation and code expressions to coexist in a regexp.	The other
       pragmas are

	   use re 'taint';
	   $tainted = <>;
	   @parts = ($tainted =~ /(\w+)\s+(\w+)/; # @parts is now tainted

       The "taint" pragma causes any substrings from a match with a tainted variable to be
       tainted as well.  This is not normally the case, as regexps are often used to extract the
       safe bits from a tainted variable.  Use "taint" when you are not extracting safe bits, but
       are performing some other processing.  Both "taint" and "eval" pragmas are lexically
       scoped, which means they are in effect only until the end of the block enclosing the prag-

	   use re 'debug';
	   /^(.*)$/s;	    # output debugging info

	   use re 'debugcolor';
	   /^(.*)$/s;	    # output debugging info in living color

       The global "debug" and "debugcolor" pragmas allow one to get detailed debugging info about
       regexp compilation and execution.  "debugcolor" is the same as debug, except the debugging
       information is displayed in color on terminals that can display termcap color sequences.
       Here is example output:

	   % perl -e 'use re "debug"; "abc" =~ /a*b+c/;'
	   Compiling REx `a*b+c'
	   size 9 first at 1
	      1: STAR(4)
	      2:   EXACT <a>(0)
	      4: PLUS(7)
	      5:   EXACT <b>(0)
	      7: EXACT <c>(9)
	      9: END(0)
	   floating `bc' at 0..2147483647 (checking floating) minlen 2
	   Guessing start of match, REx `a*b+c' against `abc'...
	   Found floating substr `bc' at offset 1...
	   Guessed: match at offset 0
	   Matching REx `a*b+c' against `abc'
	     Setting an EVAL scope, savestack=3
	      0 <> <abc>	     |	1:  STAR
				      EXACT <a> can match 1 times out of 32767...
	     Setting an EVAL scope, savestack=3
	      1 <a> <bc>	     |	4:    PLUS
				      EXACT <b> can match 1 times out of 32767...
	     Setting an EVAL scope, savestack=3
	      2 <ab> <c>	     |	7:	EXACT <c>
	      3 <abc> <>	     |	9:	END
	   Match successful!
	   Freeing REx: `a*b+c'

       If you have gotten this far into the tutorial, you can probably guess what the different
       parts of the debugging output tell you.	The first part

	   Compiling REx `a*b+c'
	   size 9 first at 1
	      1: STAR(4)
	      2:   EXACT <a>(0)
	      4: PLUS(7)
	      5:   EXACT <b>(0)
	      7: EXACT <c>(9)
	      9: END(0)

       describes the compilation stage.  STAR(4) means that there is a starred object, in this
       case 'a', and if it matches, goto line 4, i.e., PLUS(7).  The middle lines describe some
       heuristics and optimizations performed before a match:

	   floating `bc' at 0..2147483647 (checking floating) minlen 2
	   Guessing start of match, REx `a*b+c' against `abc'...
	   Found floating substr `bc' at offset 1...
	   Guessed: match at offset 0

       Then the match is executed and the remaining lines describe the process:

	   Matching REx `a*b+c' against `abc'
	     Setting an EVAL scope, savestack=3
	      0 <> <abc>	     |	1:  STAR
				      EXACT <a> can match 1 times out of 32767...
	     Setting an EVAL scope, savestack=3
	      1 <a> <bc>	     |	4:    PLUS
				      EXACT <b> can match 1 times out of 32767...
	     Setting an EVAL scope, savestack=3
	      2 <ab> <c>	     |	7:	EXACT <c>
	      3 <abc> <>	     |	9:	END
	   Match successful!
	   Freeing REx: `a*b+c'

       Each step is of the form "n <x> <y>" , with "<x>" the part of the string matched and "<y>"
       the part not yet matched.  The "| 1: STAR"  says that perl is at line number 1 n the com-
       pilation list above.  See "Debugging regular expressions" in perldebguts for much more

       An alternative method of debugging regexps is to embed "print" statements within the reg-
       exp.  This provides a blow-by-blow account of the backtracking in an alternation:

	   "that this" =~ m@(?{print "Start at position ", pos, "\n";})
			    t(?{print "t1\n";})
			    h(?{print "h1\n";})
			    i(?{print "i1\n";})
			    s(?{print "s1\n";})
			    t(?{print "t2\n";})
			    h(?{print "h2\n";})
			    a(?{print "a2\n";})
			    t(?{print "t2\n";})
			    (?{print "Done at position ", pos, "\n";})


	   Start at position 0
	   Done at position 4

       Code expressions, conditional expressions, and independent expressions are experimental.
       Don't use them in production code.  Yet.

       This is just a tutorial.  For the full story on perl regular expressions, see the perlre
       regular expressions reference page.

       For more information on the matching "m//" and substitution "s///" operators, see "Regexp
       Quote-Like Operators" in perlop.  For information on the "split" operation, see "split" in

       For an excellent all-around resource on the care and feeding of regular expressions, see
       the book Mastering Regular Expressions by Jeffrey Friedl (published by O'Reilly, ISBN

       Copyright (c) 2000 Mark Kvale All rights reserved.

       This document may be distributed under the same terms as Perl itself.


       The inspiration for the stop codon DNA example came from the ZIP code example in chapter 7
       of Mastering Regular Expressions.

       The author would like to thank Jeff Pinyan, Andrew Johnson, Peter Haworth, Ronald J Kim-
       ball, and Joe Smith for all their helpful comments.

perl v5.8.0				    2003-02-18				     PERLRETUT(1)

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