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Programming Tools ($Revision: 1.38 $, $Date: 1999/05/23 16:08:30 $)
*******************************************************************

NAME
====

   perlfaq3 - Programming Tools ($Revision: 1.38 $, $Date: 1999/05/23
16:08:30 $)

DESCRIPTION
===========

   This section of the FAQ answers questions related to programmer tools
and programming support.

How do I do (anything)?
-----------------------

   Have you looked at CPAN (see *Note Perlfaq2: perlfaq2,)?  The chances
are that someone has already written a module that can solve your problem.
Have you read the appropriate man pages?  Here's a brief index:

     Basics	        perldata, perlvar, perlsyn, perlop, perlsub
     Execution	perlrun, perldebug
     Functions	perlfunc
     Objects		perlref, perlmod, perlobj, perltie
     Data Structures	perlref, perllol, perldsc
     Modules		perlmod, perlmodlib, perlsub
     Regexes		perlre, perlfunc, perlop, perllocale
     Moving to perl5	perltrap, perl
     Linking w/C	perlxstut, perlxs, perlcall, perlguts, perlembed
     Various 	http://www.perl.com/CPAN/doc/FMTEYEWTK/index.html
     		(not a man-page but still useful)

   A crude table of contents for the Perl man page set is found in *Note
Perltoc: perltoc,.

How can I use Perl interactively?
---------------------------------

   The typical approach uses the Perl debugger, described in the
perldebug(1) man page, on an "empty" program, like this:

     perl -de 42

   Now just type in any legal Perl code, and it will be immediately
evaluated.  You can also examine the symbol table, get stack backtraces,
check variable values, set breakpoints, and other operations typically
found in symbolic debuggers.

Is there a Perl shell?
----------------------

   In general, no.  The Shell.pm module (distributed with Perl) makes Perl
try commands which aren't part of the Perl language as shell commands.
perlsh from the source distribution is simplistic and uninteresting, but
may still be what you want.

How do I debug my Perl programs?
--------------------------------

   Have you tried `use warnings' or used -w?  They enable warnings for
dubious practices.

   Have you tried `use strict'?  It prevents you from using symbolic
references, makes you predeclare any subroutines that you call as bare
words, and (probably most importantly) forces you to predeclare your
variables with my or our or `use vars'.

   Did you check the returns of each and every system call?  The operating
system (and thus Perl) tells you whether they worked or not, and if not
why.

     open(FH, "> /etc/cantwrite")
       or die "Couldn't write to /etc/cantwrite: $!\n";

   Did you read *Note Perltrap: perltrap,?  It's full of gotchas for old
and new Perl programmers, and even has sections for those of you who are
upgrading from languages like *awk* and C.

   Have you tried the Perl debugger, described in *Note Perldebug:
perldebug,?  You can step through your program and see what it's doing and
thus work out why what it's doing isn't what it should be doing.

How do I profile my Perl programs?
----------------------------------

   You should get the Devel::DProf module from CPAN, and also use
Benchmark.pm from the standard distribution.  Benchmark lets you time
specific portions of your code, while Devel::DProf gives detailed
breakdowns of where your code spends its time.

   Here's a sample use of Benchmark:

     use Benchmark;

     @junk = `cat /etc/motd`;
     $count = 10_000;

     timethese($count, {
               'map' => sub { my @a = @junk;
     			   map { s/a/b/ } @a;
     			   return @a
     			 },
               'for' => sub { my @a = @junk;
     			   local $_;
     			   for (@a) { s/a/b/ };
     			   return @a },
              });

   This is what it prints (on one machine-your results will be dependent
on your hardware, operating system, and the load on your machine):

     Benchmark: timing 10000 iterations of for, map...
            for:  4 secs ( 3.97 usr  0.01 sys =  3.98 cpu)
            map:  6 secs ( 4.97 usr  0.00 sys =  4.97 cpu)

   Be aware that a good benchmark is very hard to write.  It only tests the
data you give it, and really proves little about differing complexities of
contrasting algorithms.

How do I cross-reference my Perl programs?
------------------------------------------

   The B::Xref module, shipped with the new, alpha-release Perl compiler
(not the general distribution prior to the 5.005 release), can be used to
generate cross-reference reports for Perl programs.

     perl -MO=Xref[,OPTIONS] scriptname.plx

Is there a pretty-printer (formatter) for Perl?
-----------------------------------------------

   There is no program that will reformat Perl as much as indent(1) does
for C.  The complex feedback between the scanner and the parser (this
feedback is what confuses the vgrind and emacs programs) makes it
challenging at best to write a stand-alone Perl parser.

   Of course, if you simply follow the guidelines in *Note Perlstyle:
perlstyle,, you shouldn't need to reformat.  The habit of formatting your
code as you write it will help prevent bugs.  Your editor can and should
help you with this.  The perl-mode for emacs can provide a remarkable
amount of help with most (but not all) code, and even less programmable
editors can provide significant assistance.  Tom swears by the following
settings in vi and its clones:

     set ai sw=4
     map! ^O {^M}^[O^T

   Now put that in your `.exrc' file (replacing the caret characters with
control characters) and away you go.  In insert mode, ^T is for indenting,
^D is for undenting, and ^O is for blockdenting - as it were.  If you
haven't used the last one, you're missing a lot.  A more complete example,
with comments, can be found at
http://www.perl.com/CPAN-local/authors/id/TOMC/scripts/toms.exrc.gz

   If you are used to using the *vgrind* program for printing out nice code
to a laser printer, you can take a stab at this using
http://www.perl.com/CPAN/doc/misc/tips/working.vgrind.entry, but the
results are not particularly satisfying for sophisticated code.

   The a2ps at http://www.infres.enst.fr/%7Edemaille/a2ps/ does lots of
things related to generating nicely printed output of documents.

Is there a ctags for Perl?
--------------------------

   There's a simple one at
http://www.perl.com/CPAN/authors/id/TOMC/scripts/ptags.gz which may do the
trick.  And if not, it's easy to hack into what you want.

Is there an IDE or Windows Perl Editor?
---------------------------------------

   If you're on Unix, you already have an IDE - Unix itself.  This powerful
IDE derives from its interoperability, flexibility, and configurability.
If you really want to get a feel for Unix-qua-IDE, the best thing to do is
to find some high-powered programmer whose native language is Unix.  Find
someone who has been at this for many years, and just sit back and watch
them at work.  They have created their own IDE, one that suits their own
tastes and aptitudes.  Quietly observe them edit files, move them around,
compile them, debug them, test them, etc.  The entire development *is*
integrated, like a top-of-the-line German sports car: functional,
powerful, and elegant.  You will be absolutely astonished at the speed and
ease exhibited by the native speaker of Unix in his home territory.  The
art and skill of a virtuoso can only be seen to be believed.  That is the
path to mastery - all these cobbled little IDEs are expensive toys
designed to sell a flashy demo using cheap tricks, and being optimized for
immediate but shallow understanding rather than enduring use, are but a
dim palimpsest of real tools.

   In short, you just have to learn the toolbox.  However, if you're not
on Unix, then your vendor probably didn't bother to provide you with a
proper toolbox on the so-called complete system that you forked out your
hard-earned cash on.

   PerlBuilder (XXX URL to follow) is an integrated development environment
for Windows that supports Perl development.  Perl programs are just plain
text, though, so you could download emacs for Windows (???) or a vi clone
(vim) which runs on for win32 (http://www.cs.vu.nl/%7Etmgil/vi.html).  If
you're transferring Windows files to Unix, be sure to transfer in ASCII
mode so the ends of lines are appropriately mangled.

Where can I get Perl macros for vi?
-----------------------------------

   For a complete version of Tom Christiansen's vi configuration file, see
http://www.perl.com/CPAN/authors/Tom_Christiansen/scripts/toms.exrc.gz,
the standard benchmark file for vi emulators.  This runs best with nvi,
the current version of vi out of Berkeley, which incidentally can be built
with an embedded Perl interpreter - see http://www.perl.com/CPAN/src/misc.

Where can I get perl-mode for emacs?
------------------------------------

   Since Emacs version 19 patchlevel 22 or so, there have been both a
perl-mode.el and support for the Perl debugger built in.  These should
come with the standard Emacs 19 distribution.

   In the Perl source directory, you'll find a directory called "emacs",
which contains a cperl-mode that color-codes keywords, provides
context-sensitive help, and other nifty things.

   Note that the perl-mode of emacs will have fits with `"main'foo"'
(single quote), and mess up the indentation and highlighting.  You are
probably using `"main::foo"' in new Perl code anyway, so this shouldn't be
an issue.

How can I use curses with Perl?
-------------------------------

   The Curses module from CPAN provides a dynamically loadable object
module interface to a curses library.  A small demo can be found at the
directory http://www.perl.com/CPAN/authors/Tom_Christiansen/scripts/rep;
this program repeats a command and updates the screen as needed, rendering
*rep ps axu* similar to top.

How can I use X or Tk with Perl?
--------------------------------

   Tk is a completely Perl-based, object-oriented interface to the Tk
toolkit that doesn't force you to use Tcl just to get at Tk.  Sx is an
interface to the Athena Widget set.  Both are available from CPAN.  See the
directory http://www.perl.com/CPAN/modules/by-category/08_User_Interfaces/

   Invaluable for Perl/Tk programming are: the Perl/Tk FAQ at
http://w4.lns.cornell.edu/%7Epvhp/ptk/ptkTOC.html , the Perl/Tk Reference
Guide available at http://www.perl.com/CPAN-local/authors/Stephen_O_Lidie/
, and the online manpages at
http://www-users.cs.umn.edu/%7Eamundson/perl/perltk/toc.html .

How can I generate simple menus without using CGI or Tk?
--------------------------------------------------------

   The http://www.perl.com/CPAN/authors/id/SKUNZ/perlmenu.v4.0.tar.gz
module, which is curses-based, can help with this.

What is undump?
---------------

   See the next questions.

How can I make my Perl program run faster?
------------------------------------------

   The best way to do this is to come up with a better algorithm.  This
can often make a dramatic difference.  Chapter 8 in the Camel has some
efficiency tips in it you might want to look at.  Jon Bentley's book
"Programming Pearls" (that's not a misspelling!)  has some good tips on
optimization, too.  Advice on benchmarking boils down to: benchmark and
profile to make sure you're optimizing the right part, look for better
algorithms instead of microtuning your code, and when all else fails
consider just buying faster hardware.

   A different approach is to autoload seldom-used Perl code.  See the
AutoSplit and AutoLoader modules in the standard distribution for that.
Or you could locate the bottleneck and think about writing just that part
in C, the way we used to take bottlenecks in C code and write them in
assembler.  Similar to rewriting in C is the use of modules that have
critical sections written in C (for instance, the PDL module from CPAN).

   In some cases, it may be worth it to use the backend compiler to
produce byte code (saving compilation time) or compile into C, which will
certainly save compilation time and sometimes a small amount (but not
much) execution time.  See the question about compiling your Perl programs
for more on the compiler-the wins aren't as obvious as you'd hope.

   If you're currently linking your perl executable to a shared *libc.so*,
you can often gain a 10-25% performance benefit by rebuilding it to link
with a static libc.a instead.  This will make a bigger perl executable,
but your Perl programs (and programmers) may thank you for it.  See the
INSTALL file in the source distribution for more information.

   Unsubstantiated reports allege that Perl interpreters that use sfio
outperform those that don't (for I/O intensive applications).  To try
this, see the INSTALL file in the source distribution, especially the
"Selecting File I/O mechanisms" section.

   The undump program was an old attempt to speed up your Perl program by
storing the already-compiled form to disk.  This is no longer a viable
option, as it only worked on a few architectures, and wasn't a good
solution anyway.

How can I make my Perl program take less memory?
------------------------------------------------

   When it comes to time-space tradeoffs, Perl nearly always prefers to
throw memory at a problem.  Scalars in Perl use more memory than strings
in C, arrays take more than that, and hashes use even more.  While there's
still a lot to be done, recent releases have been addressing these issues.
For example, as of 5.004, duplicate hash keys are shared amongst all
hashes using them, so require no reallocation.

   In some cases, using substr() or vec() to simulate arrays can be highly
beneficial.  For example, an array of a thousand booleans will take at
least 20,000 bytes of space, but it can be turned into one 125-byte bit
vector for a considerable memory savings.  The standard Tie::SubstrHash
module can also help for certain types of data structure.  If you're
working with specialist data structures (matrices, for instance) modules
that implement these in C may use less memory than equivalent Perl modules.

   Another thing to try is learning whether your Perl was compiled with
the system malloc or with Perl's builtin malloc.  Whichever one it is, try
using the other one and see whether this makes a difference.  Information
about malloc is in the INSTALL file in the source distribution.  You can
find out whether you are using perl's malloc by typing `perl
-V:usemymalloc'.

Is it unsafe to return a pointer to local data?
-----------------------------------------------

   No, Perl's garbage collection system takes care of this.

     sub makeone {
     	my @a = ( 1 .. 10 );
     	return \@a;
     }

     for $i ( 1 .. 10 ) {
         push @many, makeone();
     }

     print $many[4][5], "\n";

     print "@many\n";

How can I free an array or hash so my program shrinks?
------------------------------------------------------

   You can't.  On most operating systems, memory allocated to a program
can never be returned to the system.  That's why long-running programs
sometimes re-exec themselves.  Some operating systems (notably, FreeBSD
and Linux) allegedly reclaim large chunks of memory that is no longer
used, but it doesn't appear to happen with Perl (yet).  The Mac appears to
be the only platform that will reliably (albeit, slowly) return memory to
the OS.

   We've had reports that on Linux (Redhat 5.1) on Intel, `undef $scalar'
will return memory to the system, while on Solaris 2.6 it won't.  In
general, try it yourself and see.

   However, judicious use of my() on your variables will help make sure
that they go out of scope so that Perl can free up their storage for use
in other parts of your program.  A global variable, of course, never goes
out of scope, so you can't get its space automatically reclaimed, although
undef()ing and/or delete()ing it will achieve the same effect.  In
general, memory allocation and de-allocation isn't something you can or
should be worrying about much in Perl, but even this capability
(preallocation of data types) is in the works.

How can I make my CGI script more efficient?
--------------------------------------------

   Beyond the normal measures described to make general Perl programs
faster or smaller, a CGI program has additional issues.  It may be run
several times per second.  Given that each time it runs it will need to be
re-compiled and will often allocate a megabyte or more of system memory,
this can be a killer.  Compiling into C *isn't going to help you* because
the process start-up overhead is where the bottleneck is.

   There are two popular ways to avoid this overhead.  One solution
involves running the Apache HTTP server (available from
http://www.apache.org/) with either of the mod_perl or mod_fastcgi plugin
modules.

   With mod_perl and the Apache::Registry module (distributed with
mod_perl), httpd will run with an embedded Perl interpreter which
pre-compiles your script and then executes it within the same address
space without forking.  The Apache extension also gives Perl access to the
internal server API, so modules written in Perl can do just about anything
a module written in C can.  For more on mod_perl, see
http://perl.apache.org/

   With the FCGI module (from CPAN) and the mod_fastcgi module (available
from http://www.fastcgi.com/) each of your Perl programs becomes a
permanent CGI daemon process.

   Both of these solutions can have far-reaching effects on your system
and on the way you write your CGI programs, so investigate them with care.

   See
http://www.perl.com/CPAN/modules/by-category/15_World_Wide_Web_HTML_HTTP_CGI/
.

   A non-free, commercial product, "The Velocity Engine for Perl",
(http://www.binevolve.com/ or http://www.binevolve.com/velocigen/) might
also be worth looking at.  It will allow you to increase the performance
of your Perl programs, up to 25 times faster than normal CGI Perl by
running in persistent Perl mode, or 4 to 5 times faster without any
modification to your existing CGI programs. Fully functional evaluation
copies are available from the web site.

How can I hide the source for my Perl program?
----------------------------------------------

   Delete it. :-) Seriously, there are a number of (mostly unsatisfactory)
solutions with varying levels of "security".

   First of all, however, you *can't* take away read permission, because
the source code has to be readable in order to be compiled and
interpreted.  (That doesn't mean that a CGI script's source is readable by
people on the web, though, only by people with access to the filesystem)
So you have to leave the permissions at the socially friendly 0755 level.

   Some people regard this as a security problem.  If your program does
insecure things, and relies on people not knowing how to exploit those
insecurities, it is not secure.  It is often possible for someone to
determine the insecure things and exploit them without viewing the source.
Security through obscurity, the name for hiding your bugs instead of
fixing them, is little security indeed.

   You can try using encryption via source filters (Filter::* from CPAN),
but any decent programmer will be able to decrypt it.  You can try using
the byte code compiler and interpreter described below, but the curious
might still be able to de-compile it.  You can try using the native-code
compiler described below, but crackers might be able to disassemble it.
These pose varying degrees of difficulty to people wanting to get at your
code, but none can definitively conceal it (this is true of every
language, not just Perl).

   If you're concerned about people profiting from your code, then the
bottom line is that nothing but a restrictive license will give you legal
security.  License your software and pepper it with threatening statements
like "This is unpublished proprietary software of XYZ Corp.  Your access
to it does not give you permission to use it blah blah blah."  We are not
lawyers, of course, so you should see a lawyer if you want to be sure your
license's wording will stand up in court.

How can I compile my Perl program into byte code or C?
------------------------------------------------------

   Malcolm Beattie has written a multifunction backend compiler, available
from CPAN, that can do both these things.  It is included in the perl5.005
release, but is still considered experimental.  This means it's fun to
play with if you're a programmer but not really for people looking for
turn-key solutions.

   Merely compiling into C does not in and of itself guarantee that your
code will run very much faster.  That's because except for lucky cases
where a lot of native type inferencing is possible, the normal Perl run
time system is still present and so your program will take just as long to
run and be just as big.  Most programs save little more than compilation
time, leaving execution no more than 10-30% faster.  A few rare programs
actually benefit significantly (like several times faster), but this takes
some tweaking of your code.

   You'll probably be astonished to learn that the current version of the
compiler generates a compiled form of your script whose executable is just
as big as the original perl executable, and then some.  That's because as
currently written, all programs are prepared for a full eval() statement.
You can tremendously reduce this cost by building a shared *libperl.so*
library and linking against that.  See the INSTALL podfile in the Perl
source distribution for details.  If you link your main perl binary with
this, it will make it minuscule.  For example, on one author's system,
`/usr/bin/perl' is only 11k in size!

   In general, the compiler will do nothing to make a Perl program smaller,
faster, more portable, or more secure.  In fact, it will usually hurt all
of those.  The executable will be bigger, your VM system may take longer
to load the whole thing, the binary is fragile and hard to fix, and
compilation never stopped software piracy in the form of crackers,
viruses, or bootleggers.  The real advantage of the compiler is merely
packaging, and once you see the size of what it makes (well, unless you
use a shared *libperl.so*), you'll probably want a complete Perl install
anyway.

How can I compile Perl into Java?
---------------------------------

   You can't.  Not yet, anyway.  You can integrate Java and Perl with the
Perl Resource Kit from O'Reilly and Associates.  See
http://www.oreilly.com/catalog/prkunix/ for more information.  The Java
interface will be supported in the core 5.6 release of Perl.

How can I get `#!perl' to work on [MS-DOS,NT,...]?
--------------------------------------------------

   For OS/2 just use

     extproc perl -S -your_switches

   as the first line in `*.cmd' file (-S due to a bug in cmd.exe's
`extproc' handling).  For DOS one should first invent a corresponding
batch file, and codify it in `ALTERNATIVE_SHEBANG' (see the INSTALL file
in the source distribution for more information).

   The Win95/NT installation, when using the ActiveState port of Perl,
will modify the Registry to associate the `.pl' extension with the perl
interpreter.  If you install another port, perhaps even building your own
Win95/NT Perl from the standard sources by using a Windows port of gcc
(e.g., with cygwin or mingw32), then you'll have to modify the Registry
yourself.  In addition to associating `.pl' with the interpreter, NT
people can use: `SET PATHEXT=%PATHEXT%;.PL' to let them run the program
`install-linux.pl' merely by typing `install-linux'.

   Macintosh Perl programs will have the appropriate Creator and Type, so
that double-clicking them will invoke the Perl application.

   *IMPORTANT!*: Whatever you do, PLEASE don't get frustrated, and just
throw the perl interpreter into your cgi-bin directory, in order to get
your programs working for a web server.  This is an EXTREMELY big security
risk.  Take the time to figure out how to do it correctly.

Can I write useful Perl programs on the command line?
-----------------------------------------------------

   Yes.  Read *Note Perlrun: perlrun, for more information.  Some examples
follow.  (These assume standard Unix shell quoting rules.)

     # sum first and last fields
     perl -lane 'print $F[0] + $F[-1]' *

     # identify text files
     perl -le 'for(@ARGV) {print if -f && -T _}' *

     # remove (most) comments from C program
     perl -0777 -pe 's{/\*.*?\*/}{}gs' foo.c

     # make file a month younger than today, defeating reaper daemons
     perl -e '$X=24*60*60; utime(time(),time() + 30 * $X,@ARGV)' *

     # find first unused uid
     perl -le '$i++ while getpwuid($i); print $i'

     # display reasonable manpath
     echo $PATH | perl -nl -072 -e '
     	s![^/+]*$!man!&&-d&&!$s{$_}++&&push@m,$_;END{print"@m"}'

   OK, the last one was actually an Obfuscated Perl Contest entry. :-)

Why don't Perl one-liners work on my DOS/Mac/VMS system?
--------------------------------------------------------

   The problem is usually that the command interpreters on those systems
have rather different ideas about quoting than the Unix shells under which
the one-liners were created.  On some systems, you may have to change
single-quotes to double ones, which you must *NOT* do on Unix or Plan9
systems.  You might also have to change a single % to a %%.

   For example:

     # Unix
     perl -e 'print "Hello world\n"'

     # DOS, etc.
     perl -e "print \"Hello world\n\""

     # Mac
     print "Hello world\n"
      (then Run "Myscript" or Shift-Command-R)

     # VMS
     perl -e "print ""Hello world\n"""

   The problem is that none of this is reliable: it depends on the command
interpreter.  Under Unix, the first two often work. Under DOS, it's
entirely possible neither works.  If 4DOS was the command shell, you'd
probably have better luck like this:

     perl -e "print <Ctrl-x>"Hello world\n<Ctrl-x>""

   Under the Mac, it depends which environment you are using.  The MacPerl
shell, or MPW, is much like Unix shells in its support for several quoting
variants, except that it makes free use of the Mac's non-ASCII characters
as control characters.

   Using qq(), q(), and qx(), instead of "double quotes", 'single quotes',
and `backticks`, may make one-liners easier to write.

   There is no general solution to all of this.  It is a mess, pure and
simple.  Sucks to be away from Unix, huh? :-)

   [Some of this answer was contributed by Kenneth Albanowski.]

Where can I learn about CGI or Web programming in Perl?
-------------------------------------------------------

   For modules, get the CGI or LWP modules from CPAN.  For textbooks, see
the two especially dedicated to web stuff in the question on books.  For
problems and questions related to the web, like "Why do I get 500 Errors"
or "Why doesn't it run from the browser right when it runs fine on the
command line", see these sources:

     WWW Security FAQ
         http://www.w3.org/Security/Faq/

     Web FAQ
         http://www.boutell.com/faq/

     CGI FAQ
         http://www.webthing.com/tutorials/cgifaq.html

     HTTP Spec
         http://www.w3.org/pub/WWW/Protocols/HTTP/

     HTML Spec
         http://www.w3.org/TR/REC-html40/
         http://www.w3.org/pub/WWW/MarkUp/

     CGI Spec
         http://www.w3.org/CGI/

     CGI Security FAQ
         http://www.go2net.com/people/paulp/cgi-security/safe-cgi.txt

Where can I learn about object-oriented Perl programming?
---------------------------------------------------------

   A good place to start is *Note Perltoot: perltoot,, and you can use
*Note Perlobj: perlobj, and *Note Perlbot: perlbot, for reference.
Perltoot didn't come out until the 5.004 release, but you can get a copy
(in pod, html, or postscript) from http://www.perl.com/CPAN/doc/FMTEYEWTK/
.

Where can I learn about linking C with Perl? [h2xs, xsubpp]
-----------------------------------------------------------

   If you want to call C from Perl, start with *Note Perlxstut: perlxstut,,
moving on to *Note Perlxs: perlxs,, `xsubpp' in this node, and *Note
Perlguts: perlguts,.  If you want to call Perl from C, then read *Note
Perlembed: perlembed,, *Note Perlcall: perlcall,, and *Note Perlguts:
perlguts,.  Don't forget that you can learn a lot from looking at how the
authors of existing extension modules wrote their code and solved their
problems.

I've read perlembed, perlguts, etc., but I can't embed perl in my C program, what am I doing wrong?
---------------------------------------------------------------------------------------------------

   Download the ExtUtils::Embed kit from CPAN and run `make test'.  If the
tests pass, read the pods again and again and again.  If they fail, see
`perlbug' in this node and send a bug report with the output of `make test
TEST_VERBOSE=1' along with `perl -V'.

When I tried to run my script, I got this message. What does it mean?
---------------------------------------------------------------------

   A complete list of Perl's error messages and warnings with explanatory
text can be found in *Note Perldiag: perldiag,. You can also use the
splain program (distributed with Perl) to explain the error messages:

     perl program 2>diag.out
     splain [-v] [-p] diag.out

   or change your program to explain the messages for you:

     use diagnostics;

   or

     use diagnostics -verbose;

What's MakeMaker?
-----------------

   This module (part of the standard Perl distribution) is designed to
write a Makefile for an extension module from a Makefile.PL.  For more
information, see *Note ExtUtils/MakeMaker: (pm.info)ExtUtils/MakeMaker,.

AUTHOR AND COPYRIGHT
====================

   Copyright (c) 1997-1999 Tom Christiansen and Nathan Torkington.  All
rights reserved.

   When included as an integrated part of the Standard Distribution of
Perl or of its documentation (printed or otherwise), this works is covered
under Perl's Artistic License.  For separate distributions of all or part
of this FAQ outside of that, see *Note Perlfaq: perlfaq,.

   Irrespective of its distribution, all code examples here are in the
public domain.  You are permitted and encouraged to use this code and any
derivatives thereof in your own programs for fun or for profit as you see
fit.  A simple comment in the code giving credit to the FAQ would be
courteous but is not required.


File: perl.info,  Node: perlfaq4,  Next: Top,  Prev: Top,  Up: Top

Data Manipulation ($Revision: 1.49 $, $Date: 1999/05/23 20:37:49 $)
*******************************************************************

NAME
====

   perlfaq4 - Data Manipulation ($Revision: 1.49 $, $Date: 1999/05/23
20:37:49 $)

DESCRIPTION
===========

   The section of the FAQ answers question related to the manipulation of
data as numbers, dates, strings, arrays, hashes, and miscellaneous data
issues.

Data: Numbers
=============

Why am I getting long decimals (eg, 19.9499999999999) instead of the numbers I should be getting (eg, 19.95)?
-------------------------------------------------------------------------------------------------------------

   The infinite set that a mathematician thinks of as the real numbers can
only be approximate on a computer, since the computer only has a finite
number of bits to store an infinite number of, um, numbers.

   Internally, your computer represents floating-point numbers in binary.
Floating-point numbers read in from a file or appearing as literals in
your program are converted from their decimal floating-point
representation (eg, 19.95) to the internal binary representation.

   However, 19.95 can't be precisely represented as a binary
floating-point number, just like 1/3 can't be exactly represented as a
decimal floating-point number.  The computer's binary representation of
19.95, therefore, isn't exactly 19.95.

   When a floating-point number gets printed, the binary floating-point
representation is converted back to decimal.  These decimal numbers are
displayed in either the format you specify with printf(), or the current
output format for numbers (see `"$#"', *Note Perlvar: perlvar, if you use
print.  $# has a different default value in Perl5 than it did in Perl4.
Changing $# yourself is deprecated.)

   This affects all computer languages that represent decimal
floating-point numbers in binary, not just Perl.  Perl provides
arbitrary-precision decimal numbers with the Math::BigFloat module (part
of the standard Perl distribution), but mathematical operations are
consequently slower.

   To get rid of the superfluous digits, just use a format (eg,
`printf("%.2f", 19.95)') to get the required precision.  See
`"Floating-point Arithmetic"', *Note Perlop: perlop,.

Why isn't my octal data interpreted correctly?
----------------------------------------------

   Perl only understands octal and hex numbers as such when they occur as
literals in your program.  If they are read in from somewhere and
assigned, no automatic conversion takes place.  You must explicitly use
oct() or hex() if you want the values converted.  oct() interprets both
hex ("0x350") numbers and octal ones ("0350" or even without the leading
"0", like "377"), while hex() only converts hexadecimal ones, with or
without a leading "0x", like "0x255", "3A", "ff", or "deadbeef".

   This problem shows up most often when people try using chmod(), mkdir(),
umask(), or sysopen(), which all want permissions in octal.

     chmod(644,  $file);	# WRONG -- perl -w catches this
     chmod(0644, $file);	# right

Does Perl have a round() function?  What about ceil() and floor()?  Trig functions?
-----------------------------------------------------------------------------------

   Remember that int() merely truncates toward 0.  For rounding to a
certain number of digits, sprintf() or printf() is usually the easiest
route.

     printf("%.3f", 3.1415926535);	# prints 3.142

   The POSIX module (part of the standard Perl distribution) implements
ceil(), floor(), and a number of other mathematical and trigonometric
functions.

     use POSIX;
     $ceil   = ceil(3.5);			# 4
     $floor  = floor(3.5);			# 3

   In 5.000 to 5.003 Perls, trigonometry was done in the Math::Complex
module.  With 5.004, the Math::Trig module (part of the standard Perl
distribution) implements the trigonometric functions. Internally it uses
the Math::Complex module and some functions can break out from the real
axis into the complex plane, for example the inverse sine of 2.

   Rounding in financial applications can have serious implications, and
the rounding method used should be specified precisely.  In these cases,
it probably pays not to trust whichever system rounding is being used by
Perl, but to instead implement the rounding function you need yourself.

   To see why, notice how you'll still have an issue on half-way-point
alternation:

     for ($i = 0; $i < 1.01; $i += 0.05) { printf "%.1f ",$i}

     0.0 0.1 0.1 0.2 0.2 0.2 0.3 0.3 0.4 0.4 0.5 0.5 0.6 0.7 0.7
     0.8 0.8 0.9 0.9 1.0 1.0

   Don't blame Perl.  It's the same as in C.  IEEE says we have to do this.
Perl numbers whose absolute values are integers under 2**31 (on 32 bit
machines) will work pretty much like mathematical integers.  Other numbers
are not guaranteed.

How do I convert bits into ints?
--------------------------------

   To turn a string of 1s and 0s like `10110110' into a scalar containing
its binary value, use the pack() and unpack() functions (documented in
`"pack"', *Note Perlfunc: perlfunc, and `"unpack"', *Note Perlfunc:
perlfunc,):

     $decimal = unpack('c', pack('B8', '10110110'));

   This packs the string `10110110' into an eight bit binary structure.
This is then unpacked as a character, which returns its ordinal value.

   This does the same thing:

     $decimal = ord(pack('B8', '10110110'));

   Here's an example of going the other way:

     $binary_string = unpack('B*', "\x29");

Why doesn't & work the way I want it to?
----------------------------------------

   The behavior of binary arithmetic operators depends on whether they're
used on numbers or strings.  The operators treat a string as a series of
bits and work with that (the string `"3"' is the bit pattern `00110011').
The operators work with the binary form of a number (the number 3 is
treated as the bit pattern `00000011').

   So, saying `11 & 3' performs the "and" operation on numbers (yielding
1).  Saying `"11" & "3"' performs the "and" operation on strings (yielding
`"1"').

   Most problems with & and | arise because the programmer thinks they
have a number but really it's a string.  The rest arise because the
programmer says:

     if ("\020\020" & "\101\101") {
     	# ...
     }

   but a string consisting of two null bytes (the result of `"\020\020" &
"\101\101"') is not a false value in Perl.  You need:

     if ( ("\020\020" & "\101\101") !~ /[^\000]/) {
     	# ...
     }

How do I multiply matrices?
---------------------------

   Use the Math::Matrix or Math::MatrixReal modules (available from CPAN)
or the PDL extension (also available from CPAN).

How do I perform an operation on a series of integers?
------------------------------------------------------

   To call a function on each element in an array, and collect the
results, use:

     @results = map { my_func($_) } @array;

   For example:

     @triple = map { 3 * $_ } @single;

   To call a function on each element of an array, but ignore the results:

     foreach $iterator (@array) {
         some_func($iterator);
     }

   To call a function on each integer in a (small) range, you can use:

     @results = map { some_func($_) } (5 .. 25);

   but you should be aware that the `..' operator creates an array of all
integers in the range.  This can take a lot of memory for large ranges.
Instead use:

     @results = ();
     for ($i=5; $i < 500_005; $i++) {
         push(@results, some_func($i));
     }

   This situation has been fixed in Perl5.005. Use of `..' in a for loop
will iterate over the range, without creating the entire range.

     for my $i (5 .. 500_005) {
         push(@results, some_func($i));
     }

   will not create a list of 500,000 integers.

How can I output Roman numerals?
--------------------------------

   Get the http://www.perl.com/CPAN/modules/by-module/Roman module.

Why aren't my random numbers random?
------------------------------------

   If you're using a version of Perl before 5.004, you must call srand
once at the start of your program to seed the random number generator.
5.004 and later automatically call srand at the beginning.  Don't call
srand more than once-you make your numbers less random, rather than more.

   Computers are good at being predictable and bad at being random
(despite appearances caused by bugs in your programs :-).
http://www.perl.com/CPAN/doc/FMTEYEWTK/random, courtesy of Tom Phoenix,
talks more about this..  John von Neumann said, "Anyone who attempts to
generate random numbers by deterministic means is, of course, living in a
state of sin."

   If you want numbers that are more random than rand with srand provides,
you should also check out the Math::TrulyRandom module from CPAN.  It uses
the imperfections in your system's timer to generate random numbers, but
this takes quite a while.  If you want a better pseudorandom generator
than comes with your operating system, look at "Numerical Recipes in C" at
http://www.nr.com/ .

Data: Dates
===========

How do I find the week-of-the-year/day-of-the-year?
---------------------------------------------------

   The day of the year is in the array returned by localtime() (see
`"localtime"', *Note Perlfunc: perlfunc,):

     $day_of_year = (localtime(time()))[7];

   or more legibly (in 5.004 or higher):

     use Time::localtime;
     $day_of_year = localtime(time())->yday;

   You can find the week of the year by dividing this by 7:

     $week_of_year = int($day_of_year / 7);

   Of course, this believes that weeks start at zero.  The Date::Calc
module from CPAN has a lot of date calculation functions, including day of
the year, week of the year, and so on.   Note that not all businesses
consider "week 1" to be the same; for example, American businesses often
consider the first week with a Monday in it to be Work Week #1, despite
ISO 8601, which considers WW1 to be the first week with a Thursday in it.

How do I find the current century or millennium?
------------------------------------------------

   Use the following simple functions:

     sub get_century    {
     	return int((((localtime(shift || time))[5] + 1999))/100);
     }
     sub get_millennium {
     	return 1+int((((localtime(shift || time))[5] + 1899))/1000);
     }

   On some systems, you'll find that the POSIX module's strftime() function
has been extended in a non-standard way to use a %C format, which they
sometimes claim is the "century".  It isn't, because on most such systems,
this is only the first two digits of the four-digit year, and thus cannot
be used to reliably determine the current century or millennium.

How can I compare two dates and find the difference?
----------------------------------------------------

   If you're storing your dates as epoch seconds then simply subtract one
from the other.  If you've got a structured date (distinct year, day,
month, hour, minute, seconds values), then for reasons of accessibility,
simplicity, and efficiency, merely use either timelocal or timegm (from
the Time::Local module in the standard distribution) to reduce structured
dates to epoch seconds.  However, if you don't know the precise format of
your dates, then you should probably use either of the Date::Manip and
Date::Calc modules from CPAN before you go hacking up your own parsing
routine to handle arbitrary date formats.

How can I take a string and turn it into epoch seconds?
-------------------------------------------------------

   If it's a regular enough string that it always has the same format, you
can split it up and pass the parts to `timelocal' in the standard
Time::Local module.  Otherwise, you should look into the Date::Calc and
Date::Manip modules from CPAN.

How can I find the Julian Day?
------------------------------

   Use the Time::JulianDay module (part of the Time-modules bundle
available from CPAN.)

   Before you immerse yourself too deeply in this, be sure to verify that
it is the Julian Day you really want.  Are they really just interested in
a way of getting serial days so that they can do date arithmetic?  If you
are interested in performing date arithmetic, this can be done using
either Date::Manip or Date::Calc, without converting to Julian Day first.

   There is too much confusion on this issue to cover in this FAQ, but the
term is applied (correctly) to a calendar now supplanted by the Gregorian
Calendar, with the Julian Calendar failing to adjust properly for leap
years on centennial years (among other annoyances).  The term is also used
(incorrectly) to mean: [1] days in the Gregorian Calendar; and [2] days
since a particular starting time or `epoch', usually 1970 in the Unix
world and 1980 in the MS-DOS/Windows world.  If you find that it is not
the first meaning that you really want, then check out the Date::Manip and
Date::Calc modules.  (Thanks to David Cassell for most of this text.)

How do I find yesterday's date?
-------------------------------

   The `time()' function returns the current time in seconds since the
epoch.  Take twenty-four hours off that:

     $yesterday = time() - ( 24 * 60 * 60 );

   Then you can pass this to `localtime()' and get the individual year,
month, day, hour, minute, seconds values.

   Note very carefully that the code above assumes that your days are
twenty-four hours each.  For most people, there are two days a year when
they aren't: the switch to and from summer time throws this off.  A
solution to this issue is offered by Russ Allbery.

     sub yesterday {
     	my $now  = defined $_[0] ? $_[0] : time;
     	my $then = $now - 60 * 60 * 24;
     	my $ndst = (localtime $now)[8] > 0;
     	my $tdst = (localtime $then)[8] > 0;
     	$then - ($tdst - $ndst) * 60 * 60;
     }
     # Should give you "this time yesterday" in seconds since epoch relative to
     # the first argument or the current time if no argument is given and
     # suitable for passing to localtime or whatever else you need to do with
     # it.  $ndst is whether we're currently in daylight savings time; $tdst is
     # whether the point 24 hours ago was in daylight savings time.  If $tdst
     # and $ndst are the same, a boundary wasn't crossed, and the correction
     # will subtract 0.  If $tdst is 1 and $ndst is 0, subtract an hour more
     # from yesterday's time since we gained an extra hour while going off
     # daylight savings time.  If $tdst is 0 and $ndst is 1, subtract a
     # negative hour (add an hour) to yesterday's time since we lost an hour.
     #
     # All of this is because during those days when one switches off or onto
     # DST, a "day" isn't 24 hours long; it's either 23 or 25.
     #
     # The explicit settings of $ndst and $tdst are necessary because localtime
     # only says it returns the system tm struct, and the system tm struct at
     # least on Solaris doesn't guarantee any particular positive value (like,
     # say, 1) for isdst, just a positive value.  And that value can
     # potentially be negative, if DST information isn't available (this sub
     # just treats those cases like no DST).
     #
     # Note that between 2am and 3am on the day after the time zone switches
     # off daylight savings time, the exact hour of "yesterday" corresponding
     # to the current hour is not clearly defined.  Note also that if used
     # between 2am and 3am the day after the change to daylight savings time,
     # the result will be between 3am and 4am of the previous day; it's
     # arguable whether this is correct.
     #
     # This sub does not attempt to deal with leap seconds (most things don't).
     #
     # Copyright relinquished 1999 by Russ Allbery <rra@stanford.edu>
     # This code is in the public domain

Does Perl have a Year 2000 problem?  Is Perl Y2K compliant?
-----------------------------------------------------------

   Short answer: No, Perl does not have a Year 2000 problem.  Yes, Perl is
Y2K compliant (whatever that means).  The programmers you've hired to use
it, however, probably are not.

   Long answer: The question belies a true understanding of the issue.
Perl is just as Y2K compliant as your pencil-no more, and no less.  Can
you use your pencil to write a non-Y2K-compliant memo?  Of course you can.
Is that the pencil's fault?  Of course it isn't.

   The date and time functions supplied with Perl (gmtime and localtime)
supply adequate information to determine the year well beyond 2000 (2038
is when trouble strikes for 32-bit machines).  The year returned by these
functions when used in an array context is the year minus 1900.  For years
between 1910 and 1999 this *happens* to be a 2-digit decimal number. To
avoid the year 2000 problem simply do not treat the year as a 2-digit
number.  It isn't.

   When gmtime() and localtime() are used in scalar context they return a
timestamp string that contains a fully-expanded year.  For example,
`$timestamp = gmtime(1005613200)' sets $timestamp to "Tue Nov 13 01:00:00
2001".  There's no year 2000 problem here.

   That doesn't mean that Perl can't be used to create non-Y2K compliant
programs.  It can.  But so can your pencil.  It's the fault of the user,
not the language.  At the risk of inflaming the NRA: "Perl doesn't break
Y2K, people do."  See http://language.perl.com/news/y2k.html for a longer
exposition.

Data: Strings
=============

How do I validate input?
------------------------

   The answer to this question is usually a regular expression, perhaps
with auxiliary logic.  See the more specific questions (numbers, mail
addresses, etc.) for details.

How do I unescape a string?
---------------------------

   It depends just what you mean by "escape".  URL escapes are dealt with
in *Note Perlfaq9: perlfaq9,.  Shell escapes with the backslash (\)
character are removed with:

     s/\\(.)/$1/g;

   This won't expand `"\n"' or `"\t"' or any other special escapes.

How do I remove consecutive pairs of characters?
------------------------------------------------

   To turn `"abbcccd"' into `"abccd"':

     s/(.)\1/$1/g;	# add /s to include newlines

   Here's a solution that turns "abbcccd" to "abcd":

     y///cs;	# y == tr, but shorter :-)

How do I expand function calls in a string?
-------------------------------------------

   This is documented in *Note Perlref: perlref,.  In general, this is
fraught with quoting and readability problems, but it is possible.  To
interpolate a subroutine call (in list context) into a string:

     print "My sub returned @{[mysub(1,2,3)]} that time.\n";

   If you prefer scalar context, similar chicanery is also useful for
arbitrary expressions:

     print "That yields ${\($n + 5)} widgets\n";

   Version 5.004 of Perl had a bug that gave list context to the
expression in `${...}', but this is fixed in version 5.005.

   See also "How can I expand variables in text strings?" in this section
of the FAQ.

How do I find matching/nesting anything?
----------------------------------------

   This isn't something that can be done in one regular expression, no
matter how complicated.  To find something between two single characters,
a pattern like `/x([^x]*)x/' will get the intervening bits in $1. For
multiple ones, then something more like `/alpha(.*?)omega/' would be
needed.  But none of these deals with nested patterns, nor can they.  For
that you'll have to write a parser.

   If you are serious about writing a parser, there are a number of
modules or oddities that will make your life a lot easier.  There are the
CPAN modules Parse::RecDescent, Parse::Yapp, and Text::Balanced; and the
byacc program.

   One simple destructive, inside-out approach that you might try is to
pull out the smallest nesting parts one at a time:

     while (s/BEGIN((?:(?!BEGIN)(?!END).)*)END//gs) {
     	# do something with $1
     }

   A more complicated and sneaky approach is to make Perl's regular
expression engine do it for you.  This is courtesy Dean Inada, and rather
has the nature of an Obfuscated Perl Contest entry, but it really does
work:

     # $_ contains the string to parse
     # BEGIN and END are the opening and closing markers for the
     # nested text.

     @( = ('(','');
     @) = (')','');
     ($re=$_)=~s/((BEGIN)|(END)|.)/$)[!$3]\Q$1\E$([!$2]/gs;
     @$ = (eval{/$re/},$@!~/unmatched/);
     print join("\n",@$[0..$#$]) if( $$[-1] );

How do I reverse a string?
--------------------------

   Use reverse() in scalar context, as documented in `reverse', *Note
Perlfunc: perlfunc,.

     $reversed = reverse $string;

How do I expand tabs in a string?
---------------------------------

   You can do it yourself:

     1 while $string =~ s/\t+/' ' x (length($&) * 8 - length($`) % 8)/e;

   Or you can just use the Text::Tabs module (part of the standard Perl
distribution).

     use Text::Tabs;
     @expanded_lines = expand(@lines_with_tabs);

How do I reformat a paragraph?
------------------------------

   Use Text::Wrap (part of the standard Perl distribution):

     use Text::Wrap;
     print wrap("\t", '  ', @paragraphs);

   The paragraphs you give to Text::Wrap should not contain embedded
newlines.  Text::Wrap doesn't justify the lines (flush-right).

How can I access/change the first N letters of a string?
--------------------------------------------------------

   There are many ways.  If you just want to grab a copy, use substr():

     $first_byte = substr($a, 0, 1);

   If you want to modify part of a string, the simplest way is often to
use substr() as an lvalue:

     substr($a, 0, 3) = "Tom";

   Although those with a pattern matching kind of thought process will
likely prefer:

     $a =~ s/^.../Tom/;

How do I change the Nth occurrence of something?
------------------------------------------------

   You have to keep track of N yourself.  For example, let's say you want
to change the fifth occurrence of `"whoever"' or `"whomever"' into
`"whosoever"' or `"whomsoever"', case insensitively.  These all assume
that $_ contains the string to be altered.

     $count = 0;
     s{((whom?)ever)}{
     	++$count == 5   	# is it the 5th?
     	    ? "${2}soever"	# yes, swap
     	    : $1		# renege and leave it there
     }ige;

   In the more general case, you can use the `/g' modifier in a while
loop, keeping count of matches.

     $WANT = 3;
     $count = 0;
     $_ = "One fish two fish red fish blue fish";
     while (/(\w+)\s+fish\b/gi) {
         if (++$count == $WANT) {
             print "The third fish is a $1 one.\n";
         }
     }

   That prints out: `"The third fish is a red one."'  You can also use a
repetition count and repeated pattern like this:

     /(?:\w+\s+fish\s+){2}(\w+)\s+fish/i;

How can I count the number of occurrences of a substring within a string?
-------------------------------------------------------------------------

   There are a number of ways, with varying efficiency: If you want a
count of a certain single character (X) within a string, you can use the
tr/// function like so:

     $string = "ThisXlineXhasXsomeXx'sXinXit";
     $count = ($string =~ tr/X//);
     print "There are $count X characters in the string";

   This is fine if you are just looking for a single character.  However,
if you are trying to count multiple character substrings within a larger
string, tr/// won't work.  What you can do is wrap a while() loop around a
global pattern match.  For example, let's count negative integers:

     $string = "-9 55 48 -2 23 -76 4 14 -44";
     while ($string =~ /-\d+/g) { $count++ }
     print "There are $count negative numbers in the string";

How do I capitalize all the words on one line?
----------------------------------------------

   To make the first letter of each word upper case:

     $line =~ s/\b(\w)/\U$1/g;

   This has the strange effect of turning "`don't do it'" into "`Don'T Do
It'".  Sometimes you might want this, instead (Suggested by brian d.  foy):

     $string =~ s/ (
                  (^\w)    #at the beginning of the line
                    |      # or
                  (\s\w)   #preceded by whitespace
                    )
                 /\U$1/xg;
     $string =~ /([\w']+)/\u\L$1/g;

   To make the whole line upper case:

     $line = uc($line);

   To force each word to be lower case, with the first letter upper case:

     $line =~ s/(\w+)/\u\L$1/g;

   You can (and probably should) enable locale awareness of those
characters by placing a `use locale' pragma in your program.  See *Note
Perllocale: perllocale, for endless details on locales.

   This is sometimes referred to as putting something into "title case",
but that's not quite accurate.  Consider the proper capitalization of the
movie *Dr. Strangelove or: How I Learned to Stop Worrying and Love the
Bomb*, for example.

How can I split a [character] delimited string except when inside [character]? (Comma-separated files)
------------------------------------------------------------------------------------------------------

   Take the example case of trying to split a string that is
comma-separated into its different fields.  (We'll pretend you said
comma-separated, not comma-delimited, which is different and almost never
what you mean.) You can't use `split(/,/)' because you shouldn't split if
the comma is inside quotes.  For example, take a data line like this:

     SAR001,"","Cimetrix, Inc","Bob Smith","CAM",N,8,1,0,7,"Error, Core Dumped"

   Due to the restriction of the quotes, this is a fairly complex problem.
Thankfully, we have Jeffrey Friedl, author of a highly recommended book
on regular expressions, to handle these for us.  He suggests (assuming
your string is contained in $text):

     @new = ();
     push(@new, $+) while $text =~ m{
         "([^\"\\]*(?:\\.[^\"\\]*)*)",?  # groups the phrase inside the quotes
       | ([^,]+),?
       | ,
     }gx;
     push(@new, undef) if substr($text,-1,1) eq ',';

   If you want to represent quotation marks inside a
quotation-mark-delimited field, escape them with backslashes (eg, `"like
\"this\""'.  Unescaping them is a task addressed earlier in this section.

   Alternatively, the Text::ParseWords module (part of the standard Perl
distribution) lets you say:

     use Text::ParseWords;
     @new = quotewords(",", 0, $text);

   There's also a Text::CSV module on CPAN.

How do I strip blank space from the beginning/end of a string?
--------------------------------------------------------------

   Although the simplest approach would seem to be:

     $string =~ s/^\s*(.*?)\s*$/$1/;

   Not only is this unnecessarily slow and destructive, it also fails with
embedded newlines.  It is much faster to do this operation in two steps:

     $string =~ s/^\s+//;
     $string =~ s/\s+$//;

   Or more nicely written as:

     for ($string) {
     	s/^\s+//;
     	s/\s+$//;
     }

   This idiom takes advantage of the foreach loop's aliasing behavior to
factor out common code.  You can do this on several strings at once, or
arrays, or even the values of a hash if you use a slice:

     # trim whitespace in the scalar, the array,
     # and all the values in the hash
     foreach ($scalar, @array, @hash{keys %hash}) {
         s/^\s+//;
         s/\s+$//;
     }

How do I pad a string with blanks or pad a number with zeroes?
--------------------------------------------------------------

   (This answer contributed by Uri Guttman, with kibitzing from Bart
Lateur.)

   In the following examples, `$pad_len' is the length to which you wish
to pad the string, $text or $num contains the string to be padded, and
`$pad_char' contains the padding character. You can use a single character
string constant instead of the `$pad_char' variable if you know what it is
in advance. And in the same way you can use an integer in place of
`$pad_len' if you know the pad length in advance.

   The simplest method uses the sprintf function. It can pad on the left
or right with blanks and on the left with zeroes and it will not truncate
the result. The pack function can only pad strings on the right with
blanks and it will truncate the result to a maximum length of `$pad_len'.

     # Left padding a string with blanks (no truncation):
     $padded = sprintf("%${pad_len}s", $text);

     # Right padding a string with blanks (no truncation):
     $padded = sprintf("%-${pad_len}s", $text);

     # Left padding a number with 0 (no truncation):
     $padded = sprintf("%0${pad_len}d", $num);

     # Right padding a string with blanks using pack (will truncate):
     $padded = pack("A$pad_len",$text);

   If you need to pad with a character other than blank or zero you can use
one of the following methods.  They all generate a pad string with the x
operator and combine that with $text. These methods do not truncate $text.

   Left and right padding with any character, creating a new string:

     $padded = $pad_char x ( $pad_len - length( $text ) ) . $text;
     $padded = $text . $pad_char x ( $pad_len - length( $text ) );

   Left and right padding with any character, modifying $text directly:

     substr( $text, 0, 0 ) = $pad_char x ( $pad_len - length( $text ) );
     $text .= $pad_char x ( $pad_len - length( $text ) );

How do I extract selected columns from a string?
------------------------------------------------

   Use substr() or unpack(), both documented in *Note Perlfunc: perlfunc,.
If you prefer thinking in terms of columns instead of widths, you can use
this kind of thing:

     # determine the unpack format needed to split Linux ps output
     # arguments are cut columns
     my $fmt = cut2fmt(8, 14, 20, 26, 30, 34, 41, 47, 59, 63, 67, 72);

     sub cut2fmt {
     	my(@positions) = @_;
     	my $template  = '';
     	my $lastpos   = 1;
     	for my $place (@positions) {
     	    $template .= "A" . ($place - $lastpos) . " ";
     	    $lastpos   = $place;
     	}
     	$template .= "A*";
     	return $template;
     }

How do I find the soundex value of a string?
--------------------------------------------

   Use the standard Text::Soundex module distributed with Perl.  But
before you do so, you may want to determine whether `soundex' is in fact
what you think it is.  Knuth's soundex algorithm compresses words into a
small space, and so it does not necessarily distinguish between two words
which you might want to appear separately.  For example, the last names
`Knuth' and `Kant' are both mapped to the soundex code K530.  If
Text::Soundex does not do what you are looking for, you might want to
consider the String::Approx module available at CPAN.

How can I expand variables in text strings?
-------------------------------------------

   Let's assume that you have a string like:

     $text = 'this has a $foo in it and a $bar';

   If those were both global variables, then this would suffice:

     $text =~ s/\$(\w+)/${$1}/g;  # no /e needed

   But since they are probably lexicals, or at least, they could be, you'd
have to do this:

     $text =~ s/(\$\w+)/$1/eeg;
     die if $@;			# needed /ee, not /e

   It's probably better in the general case to treat those variables as
entries in some special hash.  For example:

     %user_defs = (
     	foo  => 23,
     	bar  => 19,
     );
     $text =~ s/\$(\w+)/$user_defs{$1}/g;

   See also "How do I expand function calls in a string?" in this section
of the FAQ.

What's wrong with always quoting "$vars"?
-----------------------------------------

   The problem is that those double-quotes force stringification, coercing
numbers and references into strings, even when you don't want them to be.
Think of it this way: double-quote expansion is used to produce new
strings.  If you already have a string, why do you need more?

   If you get used to writing odd things like these:

     print "$var";   	# BAD
     $new = "$old";   	# BAD
     somefunc("$var");	# BAD

   You'll be in trouble.  Those should (in 99.8% of the cases) be the
simpler and more direct:

     print $var;
     $new = $old;
     somefunc($var);

   Otherwise, besides slowing you down, you're going to break code when
the thing in the scalar is actually neither a string nor a number, but a
reference:

     func(\@array);
     sub func {
     	my $aref = shift;
     	my $oref = "$aref";  # WRONG
     }

   You can also get into subtle problems on those few operations in Perl
that actually do care about the difference between a string and a number,
such as the magical `++' autoincrement operator or the syscall() function.

   Stringification also destroys arrays.

     @lines = `command`;
     print "@lines";		# WRONG - extra blanks
     print @lines;		# right

Why don't my <<HERE documents work?
-----------------------------------

   Check for these three things:

  1. There must be no space after the << part.

  2. There (probably) should be a semicolon at the end.

  3. You can't (easily) have any space in front of the tag.
        If you want to indent the text in the here document, you can do
this:

     # all in one
     ($VAR = <<HERE_TARGET) =~ s/^\s+//gm;
         your text
         goes here
     HERE_TARGET

   But the HERE_TARGET must still be flush against the margin.  If you
want that indented also, you'll have to quote in the indentation.

     ($quote = <<'    FINIS') =~ s/^\s+//gm;
             ...we will have peace, when you and all your works have
             perished--and the works of your dark master to whom you
             would deliver us. You are a liar, Saruman, and a corrupter
             of men's hearts.  --Theoden in /usr/src/perl/taint.c
         FINIS
     $quote =~ s/\s*--/\n--/;

   A nice general-purpose fixer-upper function for indented here documents
follows.  It expects to be called with a here document as its argument.
It looks to see whether each line begins with a common substring, and if
so, strips that off.  Otherwise, it takes the amount of leading white
space found on the first line and removes that much off each subsequent
line.

     sub fix {
         local $_ = shift;
         my ($white, $leader);  # common white space and common leading string
         if (/^\s*(?:([^\w\s]+)(\s*).*\n)(?:\s*\1\2?.*\n)+$/) {
             ($white, $leader) = ($2, quotemeta($1));
         } else {
             ($white, $leader) = (/^(\s+)/, '');
         }
         s/^\s*?$leader(?:$white)?//gm;
         return $_;
     }

   This works with leading special strings, dynamically determined:

     $remember_the_main = fix<<'    MAIN_INTERPRETER_LOOP';
     	@@@ int
     	@@@ runops() {
     	@@@     SAVEI32(runlevel);
     	@@@     runlevel++;
     	@@@     while ( op = (*op->op_ppaddr)() );
     	@@@     TAINT_NOT;
     	@@@     return 0;
     	@@@ }
     MAIN_INTERPRETER_LOOP

   Or with a fixed amount of leading white space, with remaining
indentation correctly preserved:

     $poem = fix<<EVER_ON_AND_ON;
        Now far ahead the Road has gone,
     	  And I must follow, if I can,
        Pursuing it with eager feet,
     	  Until it joins some larger way
        Where many paths and errands meet.
     	  And whither then? I cannot say.
     		--Bilbo in /usr/src/perl/pp_ctl.c
     EVER_ON_AND_ON

Data: Arrays
============

What is the difference between a list and an array?
---------------------------------------------------

   An array has a changeable length.  A list does not.  An array is
something you can push or pop, while a list is a set of values.  Some
people make the distinction that a list is a value while an array is a
variable.  Subroutines are passed and return lists, you put things into
list context, you initialize arrays with lists, and you foreach() across a
list.  `@' variables are arrays, anonymous arrays are arrays, arrays in
scalar context behave like the number of elements in them, subroutines
access their arguments through the array `@_', push/pop/shift only work on
arrays.

   As a side note, there's no such thing as a list in scalar context.
When you say

     $scalar = (2, 5, 7, 9);

   you're using the comma operator in scalar context, so it uses the scalar
comma operator.  There never was a list there at all!  This causes the
last value to be returned: 9.

What is the difference between $array[1] and @array[1]?
-------------------------------------------------------

   The former is a scalar value, the latter an array slice, which makes it
a list with one (scalar) value.  You should use $ when you want a scalar
value (most of the time) and @ when you want a list with one scalar value
in it (very, very rarely; nearly never, in fact).

   Sometimes it doesn't make a difference, but sometimes it does.  For
example, compare:

     $good[0] = `some program that outputs several lines`;

   with

     @bad[0]  = `same program that outputs several lines`;

   The `use warnings' pragma and the -w flag will warn you about these
matters.

How can I remove duplicate elements from a list or array?
---------------------------------------------------------

   There are several possible ways, depending on whether the array is
ordered and whether you wish to preserve the ordering.

a) If @in is sorted, and you want @out to be sorted: (this assumes all true values in the array)
          $prev = 'nonesuch';
          @out = grep($_ ne $prev && ($prev = $_), @in);

     This is nice in that it doesn't use much extra memory, simulating
     uniq(1)'s behavior of removing only adjacent duplicates.  It's less
     nice in that it won't work with false values like undef, 0, or ""; "0
     but true" is OK, though.

b) If you don't know whether @in is sorted:
          undef %saw;
          @out = grep(!$saw{$_}++, @in);

c) Like (b), but @in contains only small integers:
          @out = grep(!$saw[$_]++, @in);

d) A way to do (b) without any loops or greps:
          undef %saw;
          @saw{@in} = ();
          @out = sort keys %saw;  # remove sort if undesired

e) Like (d), but @in contains only small positive integers:
          undef @ary;
          @ary[@in] = @in;
          @out = grep {defined} @ary;

   But perhaps you should have been using a hash all along, eh?

How can I tell whether a list or array contains a certain element?
------------------------------------------------------------------

   Hearing the word "in" is an indication that you probably should have
used a hash, not a list or array, to store your data.  Hashes are designed
to answer this question quickly and efficiently.  Arrays aren't.

   That being said, there are several ways to approach this.  If you are
going to make this query many times over arbitrary string values, the
fastest way is probably to invert the original array and keep an
associative array lying about whose keys are the first array's values.

     @blues = qw/azure cerulean teal turquoise lapis-lazuli/;
     undef %is_blue;
     for (@blues) { $is_blue{$_} = 1 }

   Now you can check whether $is_blue{$some_color}.  It might have been a
good idea to keep the blues all in a hash in the first place.

   If the values are all small integers, you could use a simple indexed
array.  This kind of an array will take up less space:

     @primes = (2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31);
     undef @is_tiny_prime;
     for (@primes) { $is_tiny_prime[$_] = 1 }
     # or simply  @istiny_prime[@primes] = (1) x @primes;

   Now you check whether $is_tiny_prime[$some_number].

   If the values in question are integers instead of strings, you can save
quite a lot of space by using bit strings instead:

     @articles = ( 1..10, 150..2000, 2017 );
     undef $read;
     for (@articles) { vec($read,$_,1) = 1 }

   Now check whether `vec($read,$n,1)' is true for some $n.

   Please do not use

     $is_there = grep $_ eq $whatever, @array;

   or worse yet

     $is_there = grep /$whatever/, @array;

   These are slow (checks every element even if the first matches),
inefficient (same reason), and potentially buggy (what if there are regex
characters in $whatever?).  If you're only testing once, then use:

     $is_there = 0;
     foreach $elt (@array) {
     	if ($elt eq $elt_to_find) {
     	    $is_there = 1;
     	    last;
     	}
     }
     if ($is_there) { ... }

How do I compute the difference of two arrays?  How do I compute the intersection of two arrays?
------------------------------------------------------------------------------------------------

   Use a hash.  Here's code to do both and more.  It assumes that each
element is unique in a given array:

     @union = @intersection = @difference = ();
     %count = ();
     foreach $element (@array1, @array2) { $count{$element}++ }
     foreach $element (keys %count) {
     	push @union, $element;
     	push @{ $count{$element} > 1 ? \@intersection : \@difference }, $element;
     }

   Note that this is the *symmetric difference*, that is, all elements in
either A or in B, but not in both.  Think of it as an xor operation.

How do I test whether two arrays or hashes are equal?
-----------------------------------------------------

   The following code works for single-level arrays.  It uses a stringwise
comparison, and does not distinguish defined versus undefined empty
strings.  Modify if you have other needs.

     $are_equal = compare_arrays(\@frogs, \@toads);

     sub compare_arrays {
     	my ($first, $second) = @_;
     	no warnings;  # silence spurious -w undef complaints
     	return 0 unless @$first == @$second;
     	for (my $i = 0; $i < @$first; $i++) {
     	    return 0 if $first->[$i] ne $second->[$i];
     	}
     	return 1;
     }

   For multilevel structures, you may wish to use an approach more like
this one.  It uses the CPAN module FreezeThaw:

     use FreezeThaw qw(cmpStr);
     @a = @b = ( "this", "that", [ "more", "stuff" ] );

     printf "a and b contain %s arrays\n",
         cmpStr(\@a, \@b) == 0
     	    ? "the same"
     	    : "different";

   This approach also works for comparing hashes.  Here we'll demonstrate
two different answers:

     use FreezeThaw qw(cmpStr cmpStrHard);

     %a = %b = ( "this" => "that", "extra" => [ "more", "stuff" ] );
     $a{EXTRA} = \%b;
     $b{EXTRA} = \%a;

     printf "a and b contain %s hashes\n",
     	cmpStr(\%a, \%b) == 0 ? "the same" : "different";

     printf "a and b contain %s hashes\n",
     	cmpStrHard(\%a, \%b) == 0 ? "the same" : "different";

   The first reports that both those the hashes contain the same data,
while the second reports that they do not.  Which you prefer is left as an
exercise to the reader.

How do I find the first array element for which a condition is true?
--------------------------------------------------------------------

   You can use this if you care about the index:

     for ($i= 0; $i < @array; $i++) {
         if ($array[$i] eq "Waldo") {
     	    $found_index = $i;
             last;
         }
     }

   Now `$found_index' has what you want.

How do I handle linked lists?
-----------------------------

   In general, you usually don't need a linked list in Perl, since with
regular arrays, you can push and pop or shift and unshift at either end,
or you can use splice to add and/or remove arbitrary number of elements at
arbitrary points.  Both pop and shift are both O(1) operations on Perl's
dynamic arrays.  In the absence of shifts and pops, push in general needs
to reallocate on the order every log(N) times, and unshift will need to
copy pointers each time.

   If you really, really wanted, you could use structures as described in
*Note Perldsc: perldsc, or *Note Perltoot: perltoot, and do just what the
algorithm book tells you to do.  For example, imagine a list node like
this:

     $node = {
         VALUE => 42,
         LINK  => undef,
     };

   You could walk the list this way:

     print "List: ";
     for ($node = $head;  $node; $node = $node->{LINK}) {
         print $node->{VALUE}, " ";
     }
     print "\n";

   You could grow the list this way:

     my ($head, $tail);
     $tail = append($head, 1);       # grow a new head
     for $value ( 2 .. 10 ) {
         $tail = append($tail, $value);
     }

     sub append {
         my($list, $value) = @_;
         my $node = { VALUE => $value };
         if ($list) {
             $node->{LINK} = $list->{LINK};
             $list->{LINK} = $node;
         } else {
             $_[0] = $node;      # replace caller's version
         }
         return $node;
     }

   But again, Perl's built-in are virtually always good enough.

How do I handle circular lists?
-------------------------------

   Circular lists could be handled in the traditional fashion with linked
lists, or you could just do something like this with an array:

     unshift(@array, pop(@array));  # the last shall be first
     push(@array, shift(@array));   # and vice versa

How do I shuffle an array randomly?
-----------------------------------

   Use this:

     # fisher_yates_shuffle( \@array ) :
     # generate a random permutation of @array in place
     sub fisher_yates_shuffle {
         my $array = shift;
         my $i;
         for ($i = @$array; --$i; ) {
             my $j = int rand ($i+1);
             next if $i == $j;
             @$array[$i,$j] = @$array[$j,$i];
         }
     }

     fisher_yates_shuffle( \@array );    # permutes @array in place

   You've probably seen shuffling algorithms that work using splice,
randomly picking another element to swap the current element with:

     srand;
     @new = ();
     @old = 1 .. 10;  # just a demo
     while (@old) {
     	push(@new, splice(@old, rand @old, 1));
     }

   This is bad because splice is already O(N), and since you do it N times,
you just invented a quadratic algorithm; that is, O(N**2).  This does not
scale, although Perl is so efficient that you probably won't notice this
until you have rather largish arrays.

How do I process/modify each element of an array?
-------------------------------------------------

   Use for/foreach:

     for (@lines) {
     	s/foo/bar/;	# change that word
     	y/XZ/ZX/;	# swap those letters
     }

   Here's another; let's compute spherical volumes:

     for (@volumes = @radii) {   # @volumes has changed parts
     	$_ **= 3;
     	$_ *= (4/3) * 3.14159;  # this will be constant folded
     }

   If you want to do the same thing to modify the values of the hash, you
may not use the values function, oddly enough.  You need a slice:

     for $orbit ( @orbits{keys %orbits} ) {
     	($orbit **= 3) *= (4/3) * 3.14159;
     }

How do I select a random element from an array?
-----------------------------------------------

   Use the rand() function (see `rand', *Note Perlfunc: perlfunc,):

     # at the top of the program:
     srand;			# not needed for 5.004 and later

     # then later on
     $index   = rand @array;
     $element = $array[$index];

   Make sure you *only call srand once per program, if then*.  If you are
calling it more than once (such as before each call to rand), you're
almost certainly doing something wrong.

How do I permute N elements of a list?
--------------------------------------

   Here's a little program that generates all permutations of all the
words on each line of input.  The algorithm embodied in the permute()
function should work on any list:

     #!/usr/bin/perl -n
     # tsc-permute: permute each word of input
     permute([split], []);
     sub permute {
         my @items = @{ $_[0] };
         my @perms = @{ $_[1] };
         unless (@items) {
             print "@perms\n";
     	} else {
             my(@newitems,@newperms,$i);
             foreach $i (0 .. $#items) {
                 @newitems = @items;
                 @newperms = @perms;
                 unshift(@newperms, splice(@newitems, $i, 1));
                 permute([@newitems], [@newperms]);
     	    }
     	}
     }

How do I sort an array by (anything)?
-------------------------------------

   Supply a comparison function to sort() (described in `sort', *Note
Perlfunc: perlfunc,):

     @list = sort { $a <=> $b } @list;

   The default sort function is cmp, string comparison, which would sort
`(1, 2, 10)' into `(1, 10, 2)'.  `< <=' >>, used above, is the numerical
comparison operator.

   If you have a complicated function needed to pull out the part you want
to sort on, then don't do it inside the sort function.  Pull it out first,
because the sort BLOCK can be called many times for the same element.
Here's an example of how to pull out the first word after the first number
on each item, and then sort those words case-insensitively.

     @idx = ();
     for (@data) {
     	($item) = /\d+\s*(\S+)/;
     	push @idx, uc($item);
     }
     @sorted = @data[ sort { $idx[$a] cmp $idx[$b] } 0 .. $#idx ];

   Which could also be written this way, using a trick that's come to be
known as the Schwartzian Transform:

     @sorted = map  { $_->[0] }
     	      sort { $a->[1] cmp $b->[1] }
     	      map  { [ $_, uc( (/\d+\s*(\S+)/)[0]) ] } @data;

   If you need to sort on several fields, the following paradigm is useful.

     @sorted = sort { field1($a) <=> field1($b) ||
                      field2($a) cmp field2($b) ||
                      field3($a) cmp field3($b)
                    }     @data;

   This can be conveniently combined with precalculation of keys as given
above.

   See http://www.perl.com/CPAN/doc/FMTEYEWTK/sort.html for more about
this approach.

   See also the question below on sorting hashes.

How do I manipulate arrays of bits?
-----------------------------------

   Use pack() and unpack(), or else vec() and the bitwise operations.

   For example, this sets $vec to have bit N set if $ints[N] was set:

     $vec = '';
     foreach(@ints) { vec($vec,$_,1) = 1 }

   And here's how, given a vector in $vec, you can get those bits into
your @ints array:

     sub bitvec_to_list {
     	my $vec = shift;
     	my @ints;
     	# Find null-byte density then select best algorithm
     	if ($vec =~ tr/\0// / length $vec > 0.95) {
     	    use integer;
     	    my $i;
     	    # This method is faster with mostly null-bytes
     	    while($vec =~ /[^\0]/g ) {
     		$i = -9 + 8 * pos $vec;
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     		push @ints, $i if vec($vec, ++$i, 1);
     	    }
     	} else {
     	    # This method is a fast general algorithm
     	    use integer;
     	    my $bits = unpack "b*", $vec;
     	    push @ints, 0 if $bits =~ s/^(\d)// && $1;
     	    push @ints, pos $bits while($bits =~ /1/g);
     	}
     	return \@ints;
     }

   This method gets faster the more sparse the bit vector is.  (Courtesy
of Tim Bunce and Winfried Koenig.)

   Here's a demo on how to use vec():

     # vec demo
     $vector = "\xff\x0f\xef\xfe";
     print "Ilya's string \\xff\\x0f\\xef\\xfe represents the number ",
     	unpack("N", $vector), "\n";
     $is_set = vec($vector, 23, 1);
     print "Its 23rd bit is ", $is_set ? "set" : "clear", ".\n";
     pvec($vector);

     set_vec(1,1,1);
     set_vec(3,1,1);
     set_vec(23,1,1);

     set_vec(3,1,3);
     set_vec(3,2,3);
     set_vec(3,4,3);
     set_vec(3,4,7);
     set_vec(3,8,3);
     set_vec(3,8,7);

     set_vec(0,32,17);
     set_vec(1,32,17);

     sub set_vec {
     	my ($offset, $width, $value) = @_;
     	my $vector = '';
     	vec($vector, $offset, $width) = $value;
     	print "offset=$offset width=$width value=$value\n";
     	pvec($vector);
     }

     sub pvec {
     	my $vector = shift;
     	my $bits = unpack("b*", $vector);
     	my $i = 0;
     	my $BASE = 8;

     print "vector length in bytes: ", length($vector), "\n";
     @bytes = unpack("A8" x length($vector), $bits);
     print "bits are: @bytes\n\n";
         }

Why does defined() return true on empty arrays and hashes?
----------------------------------------------------------

   The short story is that you should probably only use defined on scalars
or functions, not on aggregates (arrays and hashes).  See `defined', *Note
Perlfunc: perlfunc, in the 5.004 release or later of Perl for more detail.

Data: Hashes (Associative Arrays)
=================================

How do I process an entire hash?
--------------------------------

   Use the each() function (see `each', *Note Perlfunc: perlfunc,) if you
don't care whether it's sorted:

     while ( ($key, $value) = each %hash) {
     	print "$key = $value\n";
     }

   If you want it sorted, you'll have to use foreach() on the result of
sorting the keys as shown in an earlier question.

What happens if I add or remove keys from a hash while iterating over it?
-------------------------------------------------------------------------

   Don't do that. :-)

   [lwall] In Perl 4, you were not allowed to modify a hash at all while
iterating over it.  In Perl 5 you can delete from it, but you still can't
add to it, because that might cause a doubling of the hash table, in which
half the entries get copied up to the new top half of the table, at which
point you've totally bamboozled the iterator code.  Even if the table
doesn't double, there's no telling whether your new entry will be inserted
before or after the current iterator position.

   Either treasure up your changes and make them after the iterator
finishes, or use keys to fetch all the old keys at once, and iterate over
the list of keys.

How do I look up a hash element by value?
-----------------------------------------

   Create a reverse hash:

     %by_value = reverse %by_key;
     $key = $by_value{$value};

   That's not particularly efficient.  It would be more space-efficient to
use:

     while (($key, $value) = each %by_key) {
     	$by_value{$value} = $key;
     }

   If your hash could have repeated values, the methods above will only
find one of the associated keys.   This may or may not worry you.  If it
does worry you, you can always reverse the hash into a hash of arrays
instead:

     while (($key, $value) = each %by_key) {
     	 push @{$key_list_by_value{$value}}, $key;
     }

How can I know how many entries are in a hash?
----------------------------------------------

   If you mean how many keys, then all you have to do is take the scalar
sense of the keys() function:

     $num_keys = scalar keys %hash;

   In void context, the keys() function just resets the iterator, which is
faster for tied hashes than would be iterating through the whole hash, one
key-value pair at a time.

How do I sort a hash (optionally by value instead of key)?
----------------------------------------------------------

   Internally, hashes are stored in a way that prevents you from imposing
an order on key-value pairs.  Instead, you have to sort a list of the keys
or values:

     @keys = sort keys %hash;	# sorted by key
     @keys = sort {
     		    $hash{$a} cmp $hash{$b}
     	    } keys %hash; 	# and by value

   Here we'll do a reverse numeric sort by value, and if two keys are
identical, sort by length of key, and if that fails, by straight ASCII
comparison of the keys (well, possibly modified by your locale - see *Note
Perllocale: perllocale,).

     @keys = sort {
     		$hash{$b} <=> $hash{$a}
     			  ||
     		length($b) <=> length($a)
     			  ||
     		      $a cmp $b
     } keys %hash;

How can I always keep my hash sorted?
-------------------------------------

   You can look into using the DB_File module and tie() using the
$DB_BTREE hash bindings as documented in `"In Memory Databases"', *Note
DB_File: (pm.info)DB_File,.  The Tie::IxHash module from CPAN might also
be instructive.

What's the difference between "delete" and "undef" with hashes?
---------------------------------------------------------------

   Hashes are pairs of scalars: the first is the key, the second is the
value.  The key will be coerced to a string, although the value can be any
kind of scalar: string, number, or reference.  If a key $key is present in
the array, `exists($key)' will return true.  The value for a given key can
be undef, in which case `$array{$key}' will be undef while `$exists{$key}'
will return true.  This corresponds to ($key, undef) being in the hash.

   Pictures help...  here's the `%ary' table:

     keys  values
     	+------+------+
     	|  a   |  3   |
     	|  x   |  7   |
     	|  d   |  0   |
     	|  e   |  2   |
     	+------+------+

   And these conditions hold

     $ary{'a'}                       is true
     $ary{'d'}                       is false
     defined $ary{'d'}               is true
     defined $ary{'a'}               is true
     exists $ary{'a'}                is true (Perl5 only)
     grep ($_ eq 'a', keys %ary)     is true

   If you now say

     undef $ary{'a'}

   your table now reads:

     keys  values
     	+------+------+
     	|  a   | undef|
     	|  x   |  7   |
     	|  d   |  0   |
     	|  e   |  2   |
     	+------+------+

   and these conditions now hold; changes in caps:

     $ary{'a'}                       is FALSE
     $ary{'d'}                       is false
     defined $ary{'d'}               is true
     defined $ary{'a'}               is FALSE
     exists $ary{'a'}                is true (Perl5 only)
     grep ($_ eq 'a', keys %ary)     is true

   Notice the last two: you have an undef value, but a defined key!

   Now, consider this:

     delete $ary{'a'}

   your table now reads:

     keys  values
     	+------+------+
     	|  x   |  7   |
     	|  d   |  0   |
     	|  e   |  2   |
     	+------+------+

   and these conditions now hold; changes in caps:

     $ary{'a'}                       is false
     $ary{'d'}                       is false
     defined $ary{'d'}               is true
     defined $ary{'a'}               is false
     exists $ary{'a'}                is FALSE (Perl5 only)
     grep ($_ eq 'a', keys %ary)     is FALSE

   See, the whole entry is gone!

Why don't my tied hashes make the defined/exists distinction?
-------------------------------------------------------------

   They may or may not implement the EXISTS() and DEFINED() methods
differently.  For example, there isn't the concept of undef with hashes
that are tied to DBM* files. This means the true/false tables above will
give different results when used on such a hash.  It also means that
exists and defined do the same thing with a DBM* file, and what they end
up doing is not what they do with ordinary hashes.

How do I reset an each() operation part-way through?
----------------------------------------------------

   Using `keys %hash' in scalar context returns the number of keys in the
hash and resets the iterator associated with the hash.  You may need to do
this if you use last to exit a loop early so that when you re-enter it,
the hash iterator has been reset.

How can I get the unique keys from two hashes?
----------------------------------------------

   First you extract the keys from the hashes into lists, then solve the
"removing duplicates" problem described above.  For example:

     %seen = ();
     for $element (keys(%foo), keys(%bar)) {
     	$seen{$element}++;
     }
     @uniq = keys %seen;

   Or more succinctly:

     @uniq = keys %{{%foo,%bar}};

   Or if you really want to save space:

     %seen = ();
     while (defined ($key = each %foo)) {
         $seen{$key}++;
     }
     while (defined ($key = each %bar)) {
         $seen{$key}++;
     }
     @uniq = keys %seen;

How can I store a multidimensional array in a DBM file?
-------------------------------------------------------

   Either stringify the structure yourself (no fun), or else get the MLDBM
(which uses Data::Dumper) module from CPAN and layer it on top of either
DB_File or GDBM_File.

How can I make my hash remember the order I put elements into it?
-----------------------------------------------------------------

   Use the Tie::IxHash from CPAN.

     use Tie::IxHash;
     tie(%myhash, Tie::IxHash);
     for ($i=0; $i<20; $i++) {
         $myhash{$i} = 2*$i;
     }
     @keys = keys %myhash;
     # @keys = (0,1,2,3,...)

Why does passing a subroutine an undefined element in a hash create it?
-----------------------------------------------------------------------

   If you say something like:

     somefunc($hash{"nonesuch key here"});

   Then that element "autovivifies"; that is, it springs into existence
whether you store something there or not.  That's because functions get
scalars passed in by reference.  If somefunc() modifies `$_[0]', it has to
be ready to write it back into the caller's version.

   This has been fixed as of Perl5.004.

   Normally, merely accessing a key's value for a nonexistent key does not
cause that key to be forever there.  This is different than awk's behavior.

How can I make the Perl equivalent of a C structure/C++ class/hash or array of hashes or arrays?
------------------------------------------------------------------------------------------------

   Usually a hash ref, perhaps like this:

     $record = {
         NAME   => "Jason",
         EMPNO  => 132,
         TITLE  => "deputy peon",
         AGE    => 23,
         SALARY => 37_000,
         PALS   => [ "Norbert", "Rhys", "Phineas"],
     };

   References are documented in *Note Perlref: perlref, and the upcoming
*Note Perlreftut: perlreftut,.  Examples of complex data structures are
given in *Note Perldsc: perldsc, and *Note Perllol: perllol,.  Examples of
structures and object-oriented classes are in *Note Perltoot: perltoot,.

How can I use a reference as a hash key?
----------------------------------------

   You can't do this directly, but you could use the standard Tie::Refhash
module distributed with Perl.

Data: Misc
==========

How do I handle binary data correctly?
--------------------------------------

   Perl is binary clean, so this shouldn't be a problem.  For example,
this works fine (assuming the files are found):

     if (`cat /vmunix` =~ /gzip/) {
     	print "Your kernel is GNU-zip enabled!\n";
     }

   On less elegant (read: Byzantine) systems, however, you have to play
tedious games with "text" versus "binary" files.  See `"binmode"', *Note
Perlfunc: perlfunc, or `"binmode"', *Note Perlopentut: perlopentut,.  Most
of these ancient-thinking systems are curses out of Microsoft, who seem to
be committed to putting the backward into backward compatibility.

   If you're concerned about 8-bit ASCII data, then see *Note Perllocale:
perllocale,.

   If you want to deal with multibyte characters, however, there are some
gotchas.  See the section on Regular Expressions.

How do I determine whether a scalar is a number/whole/integer/float?
--------------------------------------------------------------------

   Assuming that you don't care about IEEE notations like "NaN" or
"Infinity", you probably just want to use a regular expression.

     if (/\D/)            { print "has nondigits\n" }
     if (/^\d+$/)         { print "is a whole number\n" }
     if (/^-?\d+$/)       { print "is an integer\n" }
     if (/^[+-]?\d+$/)    { print "is a +/- integer\n" }
     if (/^-?\d+\.?\d*$/) { print "is a real number\n" }
     if (/^-?(?:\d+(?:\.\d*)?|\.\d+)$/) { print "is a decimal number" }
     if (/^([+-]?)(?=\d|\.\d)\d*(\.\d*)?([Ee]([+-]?\d+))?$/)
     			{ print "a C float" }

   If you're on a POSIX system, Perl's supports the `POSIX::strtod'
function.  Its semantics are somewhat cumbersome, so here's a `getnum'
wrapper function for more convenient access.  This function takes a string
and returns the number it found, or undef for input that isn't a C float.
The `is_numeric' function is a front end to `getnum' if you just want to
say, "Is this a float?"

     sub getnum {
         use POSIX qw(strtod);
         my $str = shift;
         $str =~ s/^\s+//;
         $str =~ s/\s+$//;
         $! = 0;
         my($num, $unparsed) = strtod($str);
         if (($str eq '') || ($unparsed != 0) || $!) {
             return undef;
         } else {
             return $num;
         }
     }

     sub is_numeric { defined getnum($_[0]) }

   Or you could check out the String::Scanf module on CPAN instead.  The
POSIX module (part of the standard Perl distribution) provides the strtol
and strtod for converting strings to double and longs, respectively.

How do I keep persistent data across program calls?
---------------------------------------------------

   For some specific applications, you can use one of the DBM modules.
See *Note AnyDBM_File: (pm.info)AnyDBM_File,.  More generically, you
should consult the FreezeThaw, Storable, or Class::Eroot modules from
CPAN.  Here's one example using Storable's store and retrieve functions:

     use Storable;
     store(\%hash, "filename");

     # later on...
     $href = retrieve("filename");        # by ref
     %hash = %{ retrieve("filename") };   # direct to hash

How do I print out or copy a recursive data structure?
------------------------------------------------------

   The Data::Dumper module on CPAN (or the 5.005 release of Perl) is great
for printing out data structures.  The Storable module, found on CPAN,
provides a function called `dclone' that recursively copies its argument.

     use Storable qw(dclone);
     $r2 = dclone($r1);

   Where $r1 can be a reference to any kind of data structure you'd like.
It will be deeply copied.  Because `dclone' takes and returns references,
you'd have to add extra punctuation if you had a hash of arrays that you
wanted to copy.

     %newhash = %{ dclone(\%oldhash) };

How do I define methods for every class/object?
-----------------------------------------------

   Use the UNIVERSAL class (see *Note UNIVERSAL: (pm.info)UNIVERSAL,).

How do I verify a credit card checksum?
---------------------------------------

   Get the Business::CreditCard module from CPAN.

How do I pack arrays of doubles or floats for XS code?
------------------------------------------------------

   The kgbpack.c code in the PGPLOT module on CPAN does just this.  If
you're doing a lot of float or double processing, consider using the PDL
module from CPAN instead-it makes number-crunching easy.

AUTHOR AND COPYRIGHT
====================

   Copyright (c) 1997-1999 Tom Christiansen and Nathan Torkington.  All
rights reserved.

   When included as part of the Standard Version of Perl, or as part of
its complete documentation whether printed or otherwise, this work may be
distributed only under the terms of Perl's Artistic License.  Any
distribution of this file or derivatives thereof *outside* of that package
require that special arrangements be made with copyright holder.

   Irrespective of its distribution, all code examples in this file are
hereby placed into the public domain.  You are permitted and encouraged to
use this code in your own programs for fun or for profit as you see fit.
A simple comment in the code giving credit would be courteous but is not
required.


