PERLFAQ4(1) Perl Programmers Reference Guide PERLFAQ4(1)

PERLFAQ4(1) Perl Programmers Reference Guide PERLFAQ4(1) #

PERLFAQ4(1) Perl Programmers Reference Guide PERLFAQ4(1)

NNAAMMEE #

 perlfaq4 - Data Manipulation

VVEERRSSIIOONN #

 version 5.20210520

DDEESSCCRRIIPPTTIIOONN #

 This section of the FAQ answers questions related to manipulating
 numbers, dates, strings, arrays, hashes, and miscellaneous data issues.

DDaattaa:: NNuummbbeerrss WWhhyy aamm II ggeettttiinngg lloonngg ddeecciimmaallss ((eegg,, 1199..99449999999999999999999999)) iinnsstteeaadd ooff tthhee nnuummbbeerrss II sshhoouulldd bbee ggeettttiinngg ((eegg,, 1199..9955))?? For the long explanation, see David Goldberg’s “What Every Computer Scientist Should Know About Floating-Point Arithmetic” (http://web.cse.msu.edu/~cse320/Documents/FloatingPoint.pdf).

 Internally, your computer represents floating-point numbers in binary.
 Digital (as in powers of two) computers cannot store all numbers exactly.
 Some real numbers lose precision in the process. This is a problem with
 how computers store numbers and affects all computer languages, not just
 Perl.

 perlnumber shows the gory details of number representations and
 conversions.

 To limit the number of decimal places in your numbers, you can use the
 "printf" or "sprintf" function. See "Floating-point Arithmetic" in perlop
 for more details.

     printf "%.2f", 10/3;

     my $number = sprintf "%.2f", 10/3;

WWhhyy iiss iinntt(()) bbrrookkeenn?? Your “int()” is most probably working just fine. It’s the numbers that aren’t quite what you think.

 First, see the answer to "Why am I getting long decimals (eg,
 19.9499999999999) instead of the numbers I should be getting (eg,
 19.95)?".

 For example, this

     print int(0.6/0.2-2), "\n";

 will in most computers print 0, not 1, because even such simple numbers
 as 0.6 and 0.2 cannot be presented exactly by floating-point numbers.
 What you think in the above as 'three' is really more like
 2.9999999999999995559.

WWhhyy iissnn’’tt mmyy ooccttaall ddaattaa iinntteerrpprreetteedd ccoorrrreeccttllyy?? (contributed by brian d foy)

 You're probably trying to convert a string to a number, which Perl only
 converts as a decimal number. When Perl converts a string to a number, it
 ignores leading spaces and zeroes, then assumes the rest of the digits
 are in base 10:

     my $string = '0644';

     print $string + 0;  # prints 644

     print $string + 44; # prints 688, certainly not octal!

 This problem usually involves one of the Perl built-ins that has the same
 name a Unix command that uses octal numbers as arguments on the command
 line. In this example, "chmod" on the command line knows that its first
 argument is octal because that's what it does:

     %prompt> chmod 644 file

 If you want to use the same literal digits (644) in Perl, you have to
 tell Perl to treat them as octal numbers either by prefixing the digits
 with a 0 or using "oct":

     chmod(     0644, $filename );  # right, has leading zero
     chmod( oct(644), $filename );  # also correct

 The problem comes in when you take your numbers from something that Perl
 thinks is a string, such as a command line argument in @ARGV:

     chmod( $ARGV[0],      $filename );  # wrong, even if "0644"

     chmod( oct($ARGV[0]), $filename );  # correct, treat string as octal

 You can always check the value you're using by printing it in octal
 notation to ensure it matches what you think it should be. Print it in
 octal  and decimal format:

     printf "0%o %d", $number, $number;

DDooeess PPeerrll hhaavvee aa rroouunndd(()) ffuunnccttiioonn?? WWhhaatt aabboouutt cceeiill(()) aanndd fflloooorr(())?? TTrriigg ffuunnccttiioonnss?? 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;
     my $ceil   = ceil(3.5);   # 4
     my $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 of rounding is being used by
 Perl, but instead to implement the rounding function you need yourself.

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

     for (my $i = -5; $i <= 5; $i += 0.5) { printf "%.0f ",$i }

     -5 -4 -4 -4 -3 -2 -2 -2 -1 -0 0 0 1 2 2 2 3 4 4 4 5

 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.

HHooww ddoo II ccoonnvveerrtt bbeettwweeeenn nnuummeerriicc rreepprreesseennttaattiioonnss//bbaasseess//rraaddiixxeess?? As always with Perl there is more than one way to do it. Below are a few examples of approaches to making common conversions between number representations. This is intended to be representational rather than exhaustive.

 Some of the examples later in perlfaq4 use the Bit::Vector module from
 CPAN. The reason you might choose Bit::Vector over the perl built-in
 functions is that it works with numbers of ANY size, that it is optimized
 for speed on some operations, and for at least some programmers the
 notation might be familiar.

 How do I convert hexadecimal into decimal
     Using perl's built in conversion of "0x" notation:

         my $dec = 0xDEADBEEF;

     Using the "hex" function:

         my $dec = hex("DEADBEEF");

     Using "pack":

         my $dec = unpack("N", pack("H8", substr("0" x 8 . "DEADBEEF", -8)));

     Using the CPAN module "Bit::Vector":

         use Bit::Vector;
         my $vec = Bit::Vector->new_Hex(32, "DEADBEEF");
         my $dec = $vec->to_Dec();

 How do I convert from decimal to hexadecimal
     Using "sprintf":

         my $hex = sprintf("%X", 3735928559); # upper case A-F
         my $hex = sprintf("%x", 3735928559); # lower case a-f

     Using "unpack":

         my $hex = unpack("H*", pack("N", 3735928559));

     Using Bit::Vector:

         use Bit::Vector;
         my $vec = Bit::Vector->new_Dec(32, -559038737);
         my $hex = $vec->to_Hex();

     And Bit::Vector supports odd bit counts:

         use Bit::Vector;
         my $vec = Bit::Vector->new_Dec(33, 3735928559);
         $vec->Resize(32); # suppress leading 0 if unwanted
         my $hex = $vec->to_Hex();

 How do I convert from octal to decimal
     Using Perl's built in conversion of numbers with leading zeros:

         my $dec = 033653337357; # note the leading 0!

     Using the "oct" function:

         my $dec = oct("33653337357");

     Using Bit::Vector:

         use Bit::Vector;
         my $vec = Bit::Vector->new(32);
         $vec->Chunk_List_Store(3, split(//, reverse "33653337357"));
         my $dec = $vec->to_Dec();

 How do I convert from decimal to octal
     Using "sprintf":

         my $oct = sprintf("%o", 3735928559);

     Using Bit::Vector:

         use Bit::Vector;
         my $vec = Bit::Vector->new_Dec(32, -559038737);
         my $oct = reverse join('', $vec->Chunk_List_Read(3));

 How do I convert from binary to decimal
     Perl 5.6 lets you write binary numbers directly with the "0b"
     notation:

         my $number = 0b10110110;

     Using "oct":

         my $input = "10110110";
         my $decimal = oct( "0b$input" );

     Using "pack" and "ord":

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

     Using "pack" and "unpack" for larger strings:

         my $int = unpack("N", pack("B32",
         substr("0" x 32 . "11110101011011011111011101111", -32)));
         my $dec = sprintf("%d", $int);

         # substr() is used to left-pad a 32-character string with zeros.

     Using Bit::Vector:

         my $vec = Bit::Vector->new_Bin(32, "11011110101011011011111011101111");
         my $dec = $vec->to_Dec();

 How do I convert from decimal to binary
     Using "sprintf" (perl 5.6+):

         my $bin = sprintf("%b", 3735928559);

     Using "unpack":

         my $bin = unpack("B*", pack("N", 3735928559));

     Using Bit::Vector:

         use Bit::Vector;
         my $vec = Bit::Vector->new_Dec(32, -559038737);
         my $bin = $vec->to_Bin();

     The remaining transformations (e.g. hex -> oct, bin -> hex, etc.)
     are left as an exercise to the inclined reader.

WWhhyy ddooeessnn’’tt && wwoorrkk tthhee wwaayy II wwaanntt iitt ttoo?? 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 3).
 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 or vice versa. To avoid this,
 stringify the arguments explicitly (using "" or "qq()") or convert them
 to numbers explicitly (using "0+$arg"). 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]/) {
         # ...
     }

HHooww ddoo II mmuullttiippllyy mmaattrriicceess?? Use the Math::Matrix or Math::MatrixReal modules (available from CPAN) or the PDL extension (also available from CPAN).

HHooww ddoo II ppeerrffoorrmm aann ooppeerraattiioonn oonn aa sseerriieess ooff iinntteeggeerrss?? To call a function on each element in an array, and collect the results, use:

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

 For example:

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

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

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

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

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

 but you should be aware that in this form, the ".." operator creates a
 list of all integers in the range, which can take a lot of memory for
 large ranges. However, the problem does not occur when using ".." within
 a "for" loop, because in that case the range operator is optimized to
 _i_t_e_r_a_t_e over the range, without creating the entire list. So

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

 or even

    push(@results, some_func($_)) for 5 .. 500_005;

 will not create an intermediate list of 500,000 integers.

HHooww ccaann II oouuttppuutt RRoommaann nnuummeerraallss?? Get the http://www.cpan.org/modules/by-module/Roman module.

WWhhyy aarreenn’’tt mmyy rraannddoomm nnuummbbeerrss rraannddoomm?? 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.

      BEGIN { srand() if $] < 5.004 }

 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 :-). The _r_a_n_d_o_m article in
 the "Far More Than You Ever Wanted To Know" collection in
 <http://www.cpan.org/misc/olddoc/FMTEYEWTK.tgz>, 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."

 Perl relies on the underlying system for the implementation of "rand" and
 "srand"; on some systems, the generated numbers are not random enough
 (especially on Windows : see <http://www.perlmonks.org/?node_id=803632>).
 Several CPAN modules in the "Math" namespace implement better
 pseudorandom generators; see for example Math::Random::MT ("Mersenne
 Twister", fast), or Math::TrulyRandom (uses the imperfections in the
 system's timer to generate random numbers, which is rather slow).  More
 algorithms for random numbers are described in "Numerical Recipes in C"
 at <http://www.nr.com/>

HHooww ddoo II ggeett aa rraannddoomm nnuummbbeerr bbeettwweeeenn XX aanndd YY?? To get a random number between two values, you can use the “rand()” built-in to get a random number between 0 and 1. From there, you shift that into the range that you want.

 "rand($x)" returns a number such that "0 <= rand($x) < $x". Thus what you
 want to have perl figure out is a random number in the range from 0 to
 the difference between your _X and _Y.

 That is, to get a number between 10 and 15, inclusive, you want a random
 number between 0 and 5 that you can then add to 10.

     my $number = 10 + int rand( 15-10+1 ); # ( 10,11,12,13,14, or 15 )

 Hence you derive the following simple function to abstract that. It
 selects a random integer between the two given integers (inclusive). For
 example: "random_int_between(50,120)".

     sub random_int_between {
         my($min, $max) = @_;
         # Assumes that the two arguments are integers themselves!
         return $min if $min == $max;
         ($min, $max) = ($max, $min)  if  $min > $max;
         return $min + int rand(1 + $max - $min);
     }

DDaattaa:: DDaatteess HHooww ddoo II ffiinndd tthhee ddaayy oorr wweeeekk ooff tthhee yyeeaarr?? The day of the year is in the list returned by the “localtime” function. Without an argument “localtime” uses the current time.

     my $day_of_year = (localtime)[7];

 The POSIX module can also format a date as the day of the year or week of
 the year.

     use POSIX qw/strftime/;
     my $day_of_year  = strftime "%j", localtime;
     my $week_of_year = strftime "%W", localtime;

 To get the day of year for any date, use POSIX's "mktime" to get a time
 in epoch seconds for the argument to "localtime".

     use POSIX qw/mktime strftime/;
     my $week_of_year = strftime "%W",
         localtime( mktime( 0, 0, 0, 18, 11, 87 ) );

 You can also use Time::Piece, which comes with Perl and provides a
 "localtime" that returns an object:

     use Time::Piece;
     my $day_of_year  = localtime->yday;
     my $week_of_year = localtime->week;

 The Date::Calc module provides two functions to calculate these, too:

     use Date::Calc;
     my $day_of_year  = Day_of_Year(  1987, 12, 18 );
     my $week_of_year = Week_of_Year( 1987, 12, 18 );

HHooww ddoo II ffiinndd tthhee ccuurrrreenntt cceennttuurryy oorr mmiilllleennnniiuumm?? 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, 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 determine reliably the current century or millennium.

HHooww ccaann II ccoommppaarree ttwwoo ddaatteess aanndd ffiinndd tthhee ddiiffffeerreennccee?? (contributed by brian d foy)

 You could just store all your dates as a number and then subtract.  Life
 isn't always that simple though.

 The Time::Piece module, which comes with Perl, replaces localtime with a
 version that returns an object. It also overloads the comparison
 operators so you can compare them directly:

     use Time::Piece;
     my $date1 = localtime( $some_time );
     my $date2 = localtime( $some_other_time );

     if( $date1 < $date2 ) {
         print "The date was in the past\n";
     }

 You can also get differences with a subtraction, which returns a
 Time::Seconds object:

     my $date_diff = $date1 - $date2;
     print "The difference is ", $date_diff->days, " days\n";

 If you want to work with formatted dates, the Date::Manip, Date::Calc, or
 DateTime modules can help you.

HHooww ccaann II ttaakkee aa ssttrriinngg aanndd ttuurrnn iitt iinnttoo eeppoocchh sseeccoonnddss?? 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, Date::Parse, and Date::Manip modules from CPAN.

HHooww ccaann II ffiinndd tthhee JJuulliiaann DDaayy?? (contributed by brian d foy and Dave Cross)

 You can use the Time::Piece module, part of the Standard Library, which
 can convert a date/time to a Julian Day:

     $ perl -MTime::Piece -le 'print localtime->julian_day'
     2455607.7959375

 Or the modified Julian Day:

     $ perl -MTime::Piece -le 'print localtime->mjd'
     55607.2961226851

 Or even the day of the year (which is what some people think of as a
 Julian day):

     $ perl -MTime::Piece -le 'print localtime->yday'
     45

 You can also do the same things with the DateTime module:

     $ perl -MDateTime -le'print DateTime->today->jd'
     2453401.5
     $ perl -MDateTime -le'print DateTime->today->mjd'
     53401
     $ perl -MDateTime -le'print DateTime->today->doy'
     31

 You can use the Time::JulianDay module available on CPAN. Ensure that you
 really want to find a Julian day, though, as many people have different
 ideas about Julian days (see <http://www.hermetic.ch/cal_stud/jdn.htm>
 for instance):

     $  perl -MTime::JulianDay -le 'print local_julian_day( time )'
     55608

HHooww ddoo II ffiinndd yyeesstteerrddaayy’’ss ddaattee?? (contributed by brian d foy)

 To do it correctly, you can use one of the "Date" modules since they work
 with calendars instead of times. The DateTime module makes it simple, and
 give you the same time of day, only the day before, despite daylight
 saving time changes:

     use DateTime;

     my $yesterday = DateTime->now->subtract( days => 1 );

     print "Yesterday was $yesterday\n";

 You can also use the Date::Calc module using its "Today_and_Now"
 function.

     use Date::Calc qw( Today_and_Now Add_Delta_DHMS );

     my @date_time = Add_Delta_DHMS( Today_and_Now(), -1, 0, 0, 0 );

     print "@date_time\n";

 Most people try to use the time rather than the calendar to figure out
 dates, but that assumes that 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. For example, the rest of the
 suggestions will be wrong sometimes:

 Starting with Perl 5.10, Time::Piece and Time::Seconds are part of the
 standard distribution, so you might think that you could do something
 like this:

     use Time::Piece;
     use Time::Seconds;

     my $yesterday = localtime() - ONE_DAY; # WRONG
     print "Yesterday was $yesterday\n";

 The Time::Piece module exports a new "localtime" that returns an object,
 and Time::Seconds exports the "ONE_DAY" constant that is a set number of
 seconds. This means that it always gives the time 24 hours ago, which is
 not always yesterday. This can cause problems around the end of daylight
 saving time when there's one day that is 25 hours long.

 You have the same problem with Time::Local, which will give the wrong
 answer for those same special cases:

     # contributed by Gunnar Hjalmarsson
      use Time::Local;
      my $today = timelocal 0, 0, 12, ( localtime )[3..5];
      my ($d, $m, $y) = ( localtime $today-86400 )[3..5]; # WRONG
      printf "Yesterday: %d-%02d-%02d\n", $y+1900, $m+1, $d;

DDooeess PPeerrll hhaavvee aa YYeeaarr 22000000 oorr 22003388 pprroobblleemm?? IIss PPeerrll YY22KK ccoommpplliiaanntt?? (contributed by brian d foy)

 Perl itself never had a Y2K problem, although that never stopped people
 from creating Y2K problems on their own. See the documentation for
 "localtime" for its proper use.

 Starting with Perl 5.12, "localtime" and "gmtime" can handle dates past
 03:14:08 January 19, 2038, when a 32-bit based time would overflow. You
 still might get a warning on a 32-bit "perl":

     % perl5.12 -E 'say scalar localtime( 0x9FFF_FFFFFFFF )'
     Integer overflow in hexadecimal number at -e line 1.
     Wed Nov  1 19:42:39 5576711

 On a 64-bit "perl", you can get even larger dates for those really long
 running projects:

     % perl5.12 -E 'say scalar gmtime( 0x9FFF_FFFFFFFF )'
     Thu Nov  2 00:42:39 5576711

 You're still out of luck if you need to keep track of decaying protons
 though.

DDaattaa:: SSttrriinnggss HHooww ddoo II vvaalliiddaattee iinnppuutt?? (contributed by brian d foy)

 There are many ways to ensure that values are what you expect or want to
 accept. Besides the specific examples that we cover in the perlfaq, you
 can also look at the modules with "Assert" and "Validate" in their names,
 along with other modules such as Regexp::Common.

 Some modules have validation for particular types of input, such as
 Business::ISBN, Business::CreditCard, Email::Valid, and
 Data::Validate::IP.

HHooww ddoo II uunneessccaappee aa ssttrriinngg?? It depends just what you mean by “escape”. URL escapes are dealt with in 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.

HHooww ddoo II rreemmoovvee ccoonnsseeccuuttiivvee ppaaiirrss ooff cchhaarraacctteerrss?? (contributed by brian d foy)

 You can use the substitution operator to find pairs of characters (or
 runs of characters) and replace them with a single instance. In this
 substitution, we find a character in "(.)". The memory parentheses store
 the matched character in the back-reference "\g1" and we use that to
 require that the same thing immediately follow it. We replace that part
 of the string with the character in $1.

     s/(.)\g1/$1/g;

 We can also use the transliteration operator, "tr///". In this example,
 the search list side of our "tr///" contains nothing, but the "c" option
 complements that so it contains everything. The replacement list also
 contains nothing, so the transliteration is almost a no-op since it won't
 do any replacements (or more exactly, replace the character with itself).
 However, the "s" option squashes duplicated and consecutive characters in
 the string so a character does not show up next to itself

     my $str = 'Haarlem';   # in the Netherlands
     $str =~ tr///cs;       # Now Harlem, like in New York

HHooww ddoo II eexxppaanndd ffuunnccttiioonn ccaallllss iinn aa ssttrriinngg?? (contributed by brian d foy)

 This is documented in perlref, and although it's not the easiest thing to
 read, it does work. In each of these examples, we call the function
 inside the braces used to dereference a reference. If we have more than
 one return value, we can construct and dereference an anonymous array. In
 this case, we call the function in list context.

     print "The time values are @{ [localtime] }.\n";

 If we want to call the function in scalar context, we have to do a bit
 more work. We can really have any code we like inside the braces, so we
 simply have to end with the scalar reference, although how you do that is
 up to you, and you can use code inside the braces. Note that the use of
 parens creates a list context, so we need "scalar" to force the scalar
 context on the function:

     print "The time is ${\(scalar localtime)}.\n"

     print "The time is ${ my $x = localtime; \$x }.\n";

 If your function already returns a reference, you don't need to create
 the reference yourself.

     sub timestamp { my $t = localtime; \$t }

     print "The time is ${ timestamp() }.\n";

 The "Interpolation" module can also do a lot of magic for you. You can
 specify a variable name, in this case "E", to set up a tied hash that
 does the interpolation for you. It has several other methods to do this
 as well.

     use Interpolation E => 'eval';
     print "The time values are $E{localtime()}.\n";

 In most cases, it is probably easier to simply use string concatenation,
 which also forces scalar context.

     print "The time is " . localtime() . ".\n";

HHooww ddoo II ffiinndd mmaattcchhiinngg//nneessttiinngg aannyytthhiinngg?? 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. For nested patterns and/or balanced expressions, see the so-called (?PARNO) construct (available since perl 5.10). The CPAN module Regexp::Common can help to build such regular expressions (see in particular Regexp::Common::balanced and Regexp::Common::delimited).

 More complex cases will require to write a parser, probably using a
 parsing module from CPAN, like Regexp::Grammars, Parse::RecDescent,
 Parse::Yapp, Text::Balanced, or Marpa::R2.

HHooww ddoo II rreevveerrssee aa ssttrriinngg?? Use “reverse()” in scalar context, as documented in “reverse” in perlfunc.

     my $reversed = reverse $string;

HHooww ddoo II eexxppaanndd ttaabbss iinn aa ssttrriinngg?? 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;
     my @expanded_lines = expand(@lines_with_tabs);

HHooww ddoo II rreeffoorrmmaatt aa ppaarraaggrraapphh?? 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).

 Or use the CPAN module Text::Autoformat. Formatting files can be easily
 done by making a shell alias, like so:

     alias fmt="perl -i -MText::Autoformat -n0777 \
         -e 'print autoformat $_, {all=>1}' $*"

 See the documentation for Text::Autoformat to appreciate its many
 capabilities.

HHooww ccaann II aacccceessss oorr cchhaannggee NN cchhaarraacctteerrss ooff aa ssttrriinngg?? You can access the first characters of a string with ssuubbssttrr(()). To get the first character, for example, start at position 0 and grab the string of length 1.

     my $string = "Just another Perl Hacker";
     my $first_char = substr( $string, 0, 1 );  #  'J'

 To change part of a string, you can use the optional fourth argument
 which is the replacement string.

     substr( $string, 13, 4, "Perl 5.8.0" );

 You can also use ssuubbssttrr(()) as an lvalue.

     substr( $string, 13, 4 ) =  "Perl 5.8.0";

HHooww ddoo II cchhaannggee tthhee NNtthh ooccccuurrrreennccee ooff ssoommeetthhiinngg?? 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;

HHooww ccaann II ccoouunntt tthhee nnuummbbeerr ooff ooccccuurrrreenncceess ooff aa ssuubbssttrriinngg wwiitthhiinn aa ssttrriinngg?? 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:

     my $string = "ThisXlineXhasXsomeXx'sXinXit";
     my $count = ($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 wwhhiillee(()) loop around
 a global pattern match. For example, let's count negative integers:

     my $string = "-9 55 48 -2 23 -76 4 14 -44";
     my $count = 0;
     while ($string =~ /-\d+/g) { $count++ }
     print "There are $count negative numbers in the string";

 Another version uses a global match in list context, then assigns the
 result to a scalar, producing a count of the number of matches.

     my $count = () = $string =~ /-\d+/g;

HHooww ddoo II ccaappiittaalliizzee aallll tthhee wwoorrddss oonn oonnee lliinnee?? (contributed by brian d foy)

 Damian Conway's Text::Autoformat handles all of the thinking for you.

     use Text::Autoformat;
     my $x = "Dr. Strangelove or: How I Learned to Stop ".
       "Worrying and Love the Bomb";

     print $x, "\n";
     for my $style (qw( sentence title highlight )) {
         print autoformat($x, { case => $style }), "\n";
     }

 How do you want to capitalize those words?

     FRED AND BARNEY'S LODGE        # all uppercase
     Fred And Barney's Lodge        # title case
     Fred and Barney's Lodge        # highlight case

 It's not as easy a problem as it looks. How many words do you think are
 in there? Wait for it... wait for it.... If you answered 5 you're right.
 Perl words are groups of "\w+", but that's not what you want to
 capitalize. How is Perl supposed to know not to capitalize that "s" after
 the apostrophe? You could try a regular expression:

     $string =~ s/ (
                  (^\w)    #at the beginning of the line
                    |      # or
                  (\s\w)   #preceded by whitespace
                    )
                 /\U$1/xg;

     $string =~ s/([\w']+)/\u\L$1/g;

 Now, what if you don't want to capitalize that "and"? Just use
 Text::Autoformat and get on with the next problem. :)

HHooww ccaann II sspplliitt aa [[cchhaarraacctteerr]]--ddeelliimmiitteedd ssttrriinngg eexxcceepptt wwhheenn iinnssiiddee [[cchhaarraacctteerr]]?? Several modules can handle this sort of parsing–Text::Balanced, Text::CSV, Text::CSV_XS, and Text::ParseWords, among others.

 Take the example case of trying to split a string that is comma-separated
 into its different fields. 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 _M_a_s_t_e_r_i_n_g _R_e_g_u_l_a_r
 _E_x_p_r_e_s_s_i_o_n_s, to handle these for us. He suggests (assuming your string is
 contained in $text):

      my @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\"".

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

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

 For parsing or generating CSV, though, using Text::CSV rather than
 implementing it yourself is highly recommended; you'll save yourself odd
 bugs popping up later by just using code which has already been tried and
 tested in production for years.

HHooww ddoo II ssttrriipp bbllaannkk ssppaaccee ffrroomm tthhee bbeeggiinnnniinngg//eenndd ooff aa ssttrriinngg?? (contributed by brian d foy)

 A substitution can do this for you. For a single line, you want to
 replace all the leading or trailing whitespace with nothing. You can do
 that with a pair of substitutions:

     s/^\s+//;
     s/\s+$//;

 You can also write that as a single substitution, although it turns out
 the combined statement is slower than the separate ones. That might not
 matter to you, though:

     s/^\s+|\s+$//g;

 In this regular expression, the alternation matches either at the
 beginning or the end of the string since the anchors have a lower
 precedence than the alternation. With the "/g" flag, the substitution
 makes all possible matches, so it gets both. Remember, the trailing
 newline matches the "\s+", and  the "$" anchor can match to the absolute
 end of the string, so the newline disappears too. Just add the newline to
 the output, which has the added benefit of preserving "blank" (consisting
 entirely of whitespace) lines which the "^\s+" would remove all by
 itself:

     while( <> ) {
         s/^\s+|\s+$//g;
         print "$_\n";
     }

 For a multi-line string, you can apply the regular expression to each
 logical line in the string by adding the "/m" flag (for "multi-line").
 With the "/m" flag, the "$" matches _b_e_f_o_r_e an embedded newline, so it
 doesn't remove it. This pattern still removes the newline at the end of
 the string:

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

 Remember that lines consisting entirely of whitespace will disappear,
 since the first part of the alternation can match the entire string and
 replace it with nothing. If you need to keep embedded blank lines, you
 have to do a little more work. Instead of matching any whitespace (since
 that includes a newline), just match the other whitespace:

     $string =~ s/^[\t\f ]+|[\t\f ]+$//mg;

HHooww ddoo II ppaadd aa ssttrriinngg wwiitthh bbllaannkkss oorr ppaadd aa nnuummbbeerr wwiitthh zzeerrooeess?? 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):
     my $padded = sprintf("%${pad_len}s", $text);
     my $padded = sprintf("%*s", $pad_len, $text);  # same thing

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

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

     # Right padding a string with blanks using pack (will truncate):
     my $padded = pack("A$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:

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

HHooww ddoo II eexxttrraacctt sseelleecctteedd ccoolluummnnss ffrroomm aa ssttrriinngg?? (contributed by brian d foy)

 If you know the columns that contain the data, you can use "substr" to
 extract a single column.

     my $column = substr( $line, $start_column, $length );

 You can use "split" if the columns are separated by whitespace or some
 other delimiter, as long as whitespace or the delimiter cannot appear as
 part of the data.

     my $line    = ' fred barney   betty   ';
     my @columns = split /\s+/, $line;
         # ( '', 'fred', 'barney', 'betty' );

     my $line    = 'fred||barney||betty';
     my @columns = split /\|/, $line;
         # ( 'fred', '', 'barney', '', 'betty' );

 If you want to work with comma-separated values, don't do this since that
 format is a bit more complicated. Use one of the modules that handle that
 format, such as Text::CSV, Text::CSV_XS, or Text::CSV_PP.

 If you want to break apart an entire line of fixed columns, you can use
 "unpack" with the A (ASCII) format. By using a number after the format
 specifier, you can denote the column width. See the "pack" and "unpack"
 entries in perlfunc for more details.

     my @fields = unpack( $line, "A8 A8 A8 A16 A4" );

 Note that spaces in the format argument to "unpack" do not denote literal
 spaces. If you have space separated data, you may want "split" instead.

HHooww ddoo II ffiinndd tthhee ssoouunnddeexx vvaalluuee ooff aa ssttrriinngg?? (contributed by brian d foy)

 You can use the "Text::Soundex" module. If you want to do fuzzy or close
 matching, you might also try the String::Approx, and Text::Metaphone, and
 Text::DoubleMetaphone modules.

HHooww ccaann II eexxppaanndd vvaarriiaabblleess iinn tteexxtt ssttrriinnggss?? (contributed by brian d foy)

 If you can avoid it, don't, or if you can use a templating system, such
 as Text::Template or Template Toolkit, do that instead. You might even be
 able to get the job done with "sprintf" or "printf":

     my $string = sprintf 'Say hello to %s and %s', $foo, $bar;

 However, for the one-off simple case where I don't want to pull out a
 full templating system, I'll use a string that has two Perl scalar
 variables in it. In this example, I want to expand $foo and $bar to their
 variable's values:

     my $foo = 'Fred';
     my $bar = 'Barney';
     $string = 'Say hello to $foo and $bar';

 One way I can do this involves the substitution operator and a double
 "/e" flag. The first "/e" evaluates $1 on the replacement side and turns
 it into $foo. The second /e starts with $foo and replaces it with its
 value. $foo, then, turns into 'Fred', and that's finally what's left in
 the string:

     $string =~ s/(\$\w+)/$1/eeg; # 'Say hello to Fred and Barney'

 The "/e" will also silently ignore violations of strict, replacing
 undefined variable names with the empty string. Since I'm using the "/e"
 flag (twice even!), I have all of the same security problems I have with
 "eval" in its string form. If there's something odd in $foo, perhaps
 something like "@{[ system "rm -rf /" ]}", then I could get myself in
 trouble.

 To get around the security problem, I could also pull the values from a
 hash instead of evaluating variable names. Using a single "/e", I can
 check the hash to ensure the value exists, and if it doesn't, I can
 replace the missing value with a marker, in this case "???" to signal
 that I missed something:

     my $string = 'This has $foo and $bar';

     my %Replacements = (
         foo  => 'Fred',
         );

     # $string =~ s/\$(\w+)/$Replacements{$1}/g;
     $string =~ s/\$(\w+)/
         exists $Replacements{$1} ? $Replacements{$1} : '???'
         /eg;

     print $string;

DDooeess PPeerrll hhaavvee aannyytthhiinngg lliikkee RRuubbyy’’ss ##{{}} oorr PPyytthhoonn’’ss ff ssttrriinngg?? Unlike the others, Perl allows you to embed a variable naked in a double quoted string, e.g. “variable $variable”. When there isn’t whitespace or other non-word characters following the variable name, you can add braces (e.g. “foo ${foo}bar”) to ensure correct parsing.

 An array can also be embedded directly in a string, and will be expanded
 by default with spaces between the elements. The default LIST_SEPARATOR
 can be changed by assigning a different string to the special variable
 $", such as "local $" = ', ';".

 Perl also supports references within a string providing the equivalent of
 the features in the other two languages.

 "${\ ... }" embedded within a string will work for most simple statements
 such as an object->method call. More complex code can be wrapped in a do
 block "${\ do{...} }".

 When you want a list to be expanded per $", use "@{[ ... ]}".

     use Time::Piece;
     use Time::Seconds;
     my $scalar = 'STRING';
     my @array = ( 'zorro', 'a', 1, 'B', 3 );

     # Print the current date and time and then Tommorrow
     my $t = Time::Piece->new;
     say "Now is: ${\ $t->cdate() }";
     say "Tomorrow: ${\ do{ my $T=Time::Piece->new + ONE_DAY ; $T->fullday }}";

     # some variables in strings
     say "This is some scalar I have $scalar, this is an array @array.";
     say "You can also write it like this ${scalar} @{array}.";

     # Change the $LIST_SEPARATOR
     local $" = ':';
     say "Set \$\" to delimit with ':' and sort the Array @{[ sort @array ]}";

 You may also want to look at the module Quote::Code, and templating tools
 such as Template::Toolkit and Mojo::Template.

 See also: "How can I expand variables in text strings?" and "How do I
 expand function calls in a string?" in this FAQ.

WWhhaatt’’ss wwrroonngg wwiitthh aallwwaayyss qquuoottiinngg “”$$vvaarrss""?? The problem is that those double-quotes force stringification–coercing numbers and references into strings–even when you don’t want them to be strings. 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
     my $new = "$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;
     my $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 ssyyssccaallll(())
 function.

 Stringification also destroys arrays.

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

WWhhyy ddoonn’’tt mmyy <«<HHEERREE ddooccuummeennttss wwoorrkk?? Here documents are found in perlop. Check for these three things:

 There must be no space after the << part.
 There (probably) should be a semicolon at the end of the opening token
 You can't (easily) have any space in front of the tag.
 There needs to be at least a line separator after the end token.

 If you want to indent the text in the here document, you can do this:

     # all in one
     (my $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.

     (my $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 substring off. Otherwise, it takes the amount of leading
 whitespace found on the first line and removes that much off each
 subsequent line.

     sub fix {
         local $_ = shift;
         my ($white, $leader);  # common whitespace and common leading string
         if (/^\s*(?:([^\w\s]+)(\s*).*\n)(?:\s*\g1\g2?.*\n)+$/) {
             ($white, $leader) = ($2, quotemeta($1));
         } else {
             ($white, $leader) = (/^(\s+)/, '');
         }
         s/^\s*?$leader(?:$white)?//gm;
         return $_;
     }

 This works with leading special strings, dynamically determined:

     my $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 whitespace, with remaining indentation
 correctly preserved:

     my $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 #

 Beginning with Perl version 5.26, a much simpler and cleaner way to write
 indented here documents has been added to the language: the tilde (~)
 modifier. See "Indented Here-docs" in perlop for details.

DDaattaa:: AArrrraayyss WWhhaatt iiss tthhee ddiiffffeerreennccee bbeettwweeeenn aa lliisstt aanndd aann aarrrraayy?? (contributed by brian d foy)

 A list is a fixed collection of scalars. An array is a variable that
 holds a variable collection of scalars. An array can supply its
 collection for list operations, so list operations also work on arrays:

     # slices
     ( 'dog', 'cat', 'bird' )[2,3];
     @animals[2,3];

     # iteration
     foreach ( qw( dog cat bird ) ) { ... }
     foreach ( @animals ) { ... }

     my @three = grep { length == 3 } qw( dog cat bird );
     my @three = grep { length == 3 } @animals;

     # supply an argument list
     wash_animals( qw( dog cat bird ) );
     wash_animals( @animals );

 Array operations, which change the scalars, rearrange them, or add or
 subtract some scalars, only work on arrays. These can't work on a list,
 which is fixed. Array operations include "shift", "unshift", "push",
 "pop", and "splice".

 An array can also change its length:

     $#animals = 1;  # truncate to two elements
     $#animals = 10000; # pre-extend to 10,001 elements

 You can change an array element, but you can't change a list element:

     $animals[0] = 'Rottweiler';
     qw( dog cat bird )[0] = 'Rottweiler'; # syntax error!

     foreach ( @animals ) {
         s/^d/fr/;  # works fine
     }

     foreach ( qw( dog cat bird ) ) {
         s/^d/fr/;  # Error! Modification of read only value!
     }

 However, if the list element is itself a variable, it appears that you
 can change a list element. However, the list element is the variable, not
 the data. You're not changing the list element, but something the list
 element refers to. The list element itself doesn't change: it's still the
 same variable.

 You also have to be careful about context. You can assign an array to a
 scalar to get the number of elements in the array. This only works for
 arrays, though:

     my $count = @animals;  # only works with arrays

 If you try to do the same thing with what you think is a list, you get a
 quite different result. Although it looks like you have a list on the
 righthand side, Perl actually sees a bunch of scalars separated by a
 comma:

     my $scalar = ( 'dog', 'cat', 'bird' );  # $scalar gets bird

 Since you're assigning to a scalar, the righthand side is in scalar
 context. The comma operator (yes, it's an operator!) in scalar context
 evaluates its lefthand side, throws away the result, and evaluates it's
 righthand side and returns the result. In effect, that list-lookalike
 assigns to $scalar it's rightmost value. Many people mess this up because
 they choose a list-lookalike whose last element is also the count they
 expect:

     my $scalar = ( 1, 2, 3 );  # $scalar gets 3, accidentally

WWhhaatt iiss tthhee ddiiffffeerreennccee bbeettwweeeenn $$aarrrraayy[[11]] aanndd @@aarrrraayy[[11]]?? (contributed by brian d foy)

 The difference is the sigil, that special character in front of the array
 name. The "$" sigil means "exactly one item", while the "@" sigil means
 "zero or more items". The "$" gets you a single scalar, while the "@"
 gets you a list.

 The confusion arises because people incorrectly assume that the sigil
 denotes the variable type.

 The $array[1] is a single-element access to the array. It's going to
 return the item in index 1 (or undef if there is no item there).  If you
 intend to get exactly one element from the array, this is the form you
 should use.

 The @array[1] is an array slice, although it has only one index.  You can
 pull out multiple elements simultaneously by specifying additional
 indices as a list, like @array[1,4,3,0].

 Using a slice on the lefthand side of the assignment supplies list
 context to the righthand side. This can lead to unexpected results.  For
 instance, if you want to read a single line from a filehandle, assigning
 to a scalar value is fine:

     $array[1] = <STDIN>;

 However, in list context, the line input operator returns all of the
 lines as a list. The first line goes into @array[1] and the rest of the
 lines mysteriously disappear:

     @array[1] = <STDIN>;  # most likely not what you want

 Either the "use warnings" pragma or the --ww flag will warn you when you
 use an array slice with a single index.

HHooww ccaann II rreemmoovvee dduupplliiccaattee eelleemmeennttss ffrroomm aa lliisstt oorr aarrrraayy?? (contributed by brian d foy)

 Use a hash. When you think the words "unique" or "duplicated", think
 "hash keys".

 If you don't care about the order of the elements, you could just create
 the hash then extract the keys. It's not important how you create that
 hash: just that you use "keys" to get the unique elements.

     my %hash   = map { $_, 1 } @array;
     # or a hash slice: @hash{ @array } = ();
     # or a foreach: $hash{$_} = 1 foreach ( @array );

     my @unique = keys %hash;

 If you want to use a module, try the "uniq" function from
 List::MoreUtils. In list context it returns the unique elements,
 preserving their order in the list. In scalar context, it returns the
 number of unique elements.

     use List::MoreUtils qw(uniq);

     my @unique = uniq( 1, 2, 3, 4, 4, 5, 6, 5, 7 ); # 1,2,3,4,5,6,7
     my $unique = uniq( 1, 2, 3, 4, 4, 5, 6, 5, 7 ); # 7

 You can also go through each element and skip the ones you've seen
 before. Use a hash to keep track. The first time the loop sees an
 element, that element has no key in %Seen. The "next" statement creates
 the key and immediately uses its value, which is "undef", so the loop
 continues to the "push" and increments the value for that key. The next
 time the loop sees that same element, its key exists in the hash _a_n_d the
 value for that key is true (since it's not 0 or "undef"), so the next
 skips that iteration and the loop goes to the next element.

     my @unique = ();
     my %seen   = ();

     foreach my $elem ( @array ) {
         next if $seen{ $elem }++;
         push @unique, $elem;
     }

 You can write this more briefly using a grep, which does the same thing.

     my %seen = ();
     my @unique = grep { ! $seen{ $_ }++ } @array;

HHooww ccaann II tteellll wwhheetthheerr aa cceerrttaaiinn eelleemmeenntt iiss ccoonnttaaiinneedd iinn aa lliisstt oorr aarrrraayy?? (portions of this answer contributed by Anno Siegel and brian d foy)

 Hearing the word "in" is an _i_ndication 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 maintain a hash
 whose keys are the first array's values:

     my @blues = qw/azure cerulean teal turquoise lapis-lazuli/;
     my %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:

     my @primes = (2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31);
     my @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:

     my @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.

 These methods guarantee fast individual tests but require a re-
 organization of the original list or array. They only pay off if you have
 to test multiple values against the same array.

 If you are testing only once, the standard module List::Util exports the
 function "any" for this purpose. It works by stopping once it finds the
 element. It's written in C for speed, and its Perl equivalent looks like
 this subroutine:

     sub any (&@) {
         my $code = shift;
         foreach (@_) {
             return 1 if $code->();
         }
         return 0;
     }

 If speed is of little concern, the common idiom uses grep in scalar
 context (which returns the number of items that passed its condition) to
 traverse the entire list. This does have the benefit of telling you how
 many matches it found, though.

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

 If you want to actually extract the matching elements, simply use grep in
 list context.

     my @matches = grep $_ eq $whatever, @array;

HHooww ddoo II ccoommppuuttee tthhee ddiiffffeerreennccee ooff ttwwoo aarrrraayyss?? HHooww ddoo II ccoommppuuttee tthhee iinntteerrsseeccttiioonn ooff ttwwoo aarrrraayyss?? Use a hash. Here’s code to do both and more. It assumes that each element is unique in a given array:

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

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

HHooww ddoo II tteesstt wwhheetthheerr ttwwoo aarrrraayyss oorr hhaasshheess aarree eeqquuaall?? 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);
     my @a = my @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);

     my %a = my %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.

HHooww ddoo II ffiinndd tthhee ffiirrsstt aarrrraayy eelleemmeenntt ffoorr wwhhiicchh aa ccoonnddiittiioonn iiss ttrruuee?? To find the first array element which satisfies a condition, you can use the “first()” function in the List::Util module, which comes with Perl 5.8. This example finds the first element that contains “Perl”.

     use List::Util qw(first);

     my $element = first { /Perl/ } @array;

 If you cannot use List::Util, you can make your own loop to do the same
 thing. Once you find the element, you stop the loop with last.

     my $found;
     foreach ( @array ) {
         if( /Perl/ ) { $found = $_; last }
     }

 If you want the array index, use the "firstidx()" function from
 "List::MoreUtils":

     use List::MoreUtils qw(firstidx);
     my $index = firstidx { /Perl/ } @array;

 Or write it yourself, iterating through the indices and checking the
 array element at each index until you find one that satisfies the
 condition:

     my( $found, $index ) = ( undef, -1 );
     for( $i = 0; $i < @array; $i++ ) {
         if( $array[$i] =~ /Perl/ ) {
             $found = $array[$i];
             $index = $i;
             last;
         }
     }

HHooww ddoo II hhaannddllee lliinnkkeedd lliissttss?? (contributed by brian d foy)

 Perl's arrays do not have a fixed size, so you don't need linked lists if
 you just want to add or remove items. You can use array operations such
 as "push", "pop", "shift", "unshift", or "splice" to do that.

 Sometimes, however, linked lists can be useful in situations where you
 want to "shard" an array so you have many small arrays instead of a
 single big array. You can keep arrays longer than Perl's largest array
 index, lock smaller arrays separately in threaded programs, reallocate
 less memory, or quickly insert elements in the middle of the chain.

 Steve Lembark goes through the details in his YAPC::NA 2009 talk "Perly
 Linked Lists" ( <http://www.slideshare.net/lembark/perly-linked-lists> ),
 although you can just use his LinkedList::Single module.

HHooww ddoo II hhaannddllee cciirrccuullaarr lliissttss?? (contributed by brian d foy)

 If you want to cycle through an array endlessly, you can increment the
 index modulo the number of elements in the array:

     my @array = qw( a b c );
     my $i = 0;

     while( 1 ) {
         print $array[ $i++ % @array ], "\n";
         last if $i > 20;
     }

 You can also use Tie::Cycle to use a scalar that always has the next
 element of the circular array:

     use Tie::Cycle;

     tie my $cycle, 'Tie::Cycle', [ qw( FFFFFF 000000 FFFF00 ) ];

     print $cycle; # FFFFFF
     print $cycle; # 000000
     print $cycle; # FFFF00

 The Array::Iterator::Circular creates an iterator object for circular
 arrays:

     use Array::Iterator::Circular;

     my $color_iterator = Array::Iterator::Circular->new(
         qw(red green blue orange)
         );

     foreach ( 1 .. 20 ) {
         print $color_iterator->next, "\n";
     }

HHooww ddoo II sshhuuffffllee aann aarrrraayy rraannddoommllyy?? If you either have Perl 5.8.0 or later installed, or if you have Scalar- List-Utils 1.03 or later installed, you can say:

     use List::Util 'shuffle';

     @shuffled = shuffle(@list);

 If not, you can use a Fisher-Yates shuffle.

     sub fisher_yates_shuffle {
         my $deck = shift;  # $deck is a reference to an array
         return unless @$deck; # must not be empty!

         my $i = @$deck;
         while (--$i) {
             my $j = int rand ($i+1);
             @$deck[$i,$j] = @$deck[$j,$i];
         }
     }

     # shuffle my mpeg collection
     #
     my @mpeg = <audio/*/*.mp3>;
     fisher_yates_shuffle( \@mpeg );    # randomize @mpeg in place
     print @mpeg;

 Note that the above implementation shuffles an array in place, unlike the
 "List::Util::shuffle()" which takes a list and returns a new shuffled
 list.

 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.

HHooww ddoo II pprroocceessss//mmooddiiffyy eeaacchh eelleemmeenntt ooff aann aarrrraayy?? Use “for”/“foreach”:

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

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

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

 which can also be done with "map()" which is made to transform one list
 into another:

     my @volumes = map {$_ ** 3 * (4/3) * 3.14159} @radii;

 If you want to do the same thing to modify the values of the hash, you
 can use the "values" function. As of Perl 5.6 the values are not copied,
 so if you modify $orbit (in this case), you modify the value.

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

 Prior to perl 5.6 "values" returned copies of the values, so older perl
 code often contains constructions such as @orbits{keys %orbits} instead
 of "values %orbits" where the hash is to be modified.

HHooww ddoo II sseelleecctt aa rraannddoomm eelleemmeenntt ffrroomm aann aarrrraayy?? Use the “rand()” function (see “rand” in perlfunc):

     my $index   = rand @array;
     my $element = $array[$index];

 Or, simply:

     my $element = $array[ rand @array ];

HHooww ddoo II ppeerrmmuuttee NN eelleemmeennttss ooff aa lliisstt?? Use the List::Permutor module on CPAN. If the list is actually an array, try the Algorithm::Permute module (also on CPAN). It’s written in XS code and is very efficient:

     use Algorithm::Permute;

     my @array = 'a'..'d';
     my $p_iterator = Algorithm::Permute->new ( \@array );

     while (my @perm = $p_iterator->next) {
        print "next permutation: (@perm)\n";
     }

 For even faster execution, you could do:

     use Algorithm::Permute;

     my @array = 'a'..'d';

     Algorithm::Permute::permute {
         print "next permutation: (@array)\n";
     } @array;

 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
 is discussed in Volume 4 (still unpublished) of Knuth's _T_h_e _A_r_t _o_f
 _C_o_m_p_u_t_e_r _P_r_o_g_r_a_m_m_i_n_g and will work on any list:

     #!/usr/bin/perl -n
     # Fischer-Krause ordered permutation generator

     sub permute (&@) {
         my $code = shift;
         my @idx = 0..$#_;
         while ( $code->(@_[@idx]) ) {
             my $p = $#idx;
             --$p while $idx[$p-1] > $idx[$p];
             my $q = $p or return;
             push @idx, reverse splice @idx, $p;
             ++$q while $idx[$p-1] > $idx[$q];
             @idx[$p-1,$q]=@idx[$q,$p-1];
         }
     }

     permute { print "@_\n" } split;

 The Algorithm::Loops module also provides the "NextPermute" and
 "NextPermuteNum" functions which efficiently find all unique permutations
 of an array, even if it contains duplicate values, modifying it in-place:
 if its elements are in reverse-sorted order then the array is reversed,
 making it sorted, and it returns false; otherwise the next permutation is
 returned.

 "NextPermute" uses string order and "NextPermuteNum" numeric order, so
 you can enumerate all the permutations of 0..9 like this:

     use Algorithm::Loops qw(NextPermuteNum);

     my @list= 0..9;
     do { print "@list\n" } while NextPermuteNum @list;

HHooww ddoo II ssoorrtt aann aarrrraayy bbyy ((aannyytthhiinngg))?? Supply a comparison function to ssoorrtt(()) (described in “sort” in 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.

     my @idx;
     for (@data) {
         my $item;
         ($item) = /\d+\s*(\S+)/;
         push @idx, uc($item);
     }
     my @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:

     my @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.

     my @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 the _s_o_r_t article in the "Far More Than You Ever Wanted To Know"
 collection in <http://www.cpan.org/misc/olddoc/FMTEYEWTK.tgz> for more
 about this approach.

 See also the question later in perlfaq4 on sorting hashes.

HHooww ddoo II mmaanniippuullaattee aarrrraayyss ooff bbiittss?? Use “pack()” and “unpack()”, or else “vec()” and the bitwise operations.

 For example, you don't have to store individual bits in an array (which
 would mean that you're wasting a lot of space). To convert an array of
 bits to a string, use "vec()" to set the right bits. This sets $vec to
 have bit N set only if $ints[N] was set:

     my @ints = (...); # array of bits, e.g. ( 1, 0, 0, 1, 1, 0 ... )
     my $vec = '';
     foreach( 0 .. $#ints ) {
         vec($vec,$_,1) = 1 if $ints[$_];
     }

 The string $vec only takes up as many bits as it needs. For instance, if
 you had 16 entries in @ints, $vec only needs two bytes to store them (not
 counting the scalar variable overhead).

 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.)

 You can make the while loop a lot shorter with this suggestion from
 Benjamin Goldberg:

     while($vec =~ /[^\0]+/g ) {
         push @ints, grep vec($vec, $_, 1), $-[0] * 8 .. $+[0] * 8;
     }

 Or use the CPAN module Bit::Vector:

     my $vector = Bit::Vector->new($num_of_bits);
     $vector->Index_List_Store(@ints);
     my @ints = $vector->Index_List_Read();

 Bit::Vector provides efficient methods for bit vector, sets of small
 integers and "big int" math.

 Here's a more extensive illustration using vveecc(()):

     # vec demo
     my $vector = "\xff\x0f\xef\xfe";
     print "Ilya's string \\xff\\x0f\\xef\\xfe represents the number ",
     unpack("N", $vector), "\n";
     my $is_set = vec($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";
     }

WWhhyy ddooeess ddeeffiinneedd(()) rreettuurrnn ttrruuee oonn eemmppttyy aarrrraayyss aanndd hhaasshheess?? The short story is that you should probably only use defined on scalars or functions, not on aggregates (arrays and hashes). See “defined” in perlfunc in the 5.004 release or later of Perl for more detail.

DDaattaa:: HHaasshheess ((AAssssoocciiaattiivvee AArrrraayyss)) HHooww ddoo II pprroocceessss aann eennttiirree hhaasshh?? (contributed by brian d foy)

 There are a couple of ways that you can process an entire hash. You can
 get a list of keys, then go through each key, or grab a one key-value
 pair at a time.

 To go through all of the keys, use the "keys" function. This extracts all
 of the keys of the hash and gives them back to you as a list. You can
 then get the value through the particular key you're processing:

     foreach my $key ( keys %hash ) {
         my $value = $hash{$key}
         ...
     }

 Once you have the list of keys, you can process that list before you
 process the hash elements. For instance, you can sort the keys so you can
 process them in lexical order:

     foreach my $key ( sort keys %hash ) {
         my $value = $hash{$key}
         ...
     }

 Or, you might want to only process some of the items. If you only want to
 deal with the keys that start with "text:", you can select just those
 using "grep":

     foreach my $key ( grep /^text:/, keys %hash ) {
         my $value = $hash{$key}
         ...
     }

 If the hash is very large, you might not want to create a long list of
 keys. To save some memory, you can grab one key-value pair at a time
 using "each()", which returns a pair you haven't seen yet:

     while( my( $key, $value ) = each( %hash ) ) {
         ...
     }

 The "each" operator returns the pairs in apparently random order, so if
 ordering matters to you, you'll have to stick with the "keys" method.

 The "each()" operator can be a bit tricky though. You can't add or delete
 keys of the hash while you're using it without possibly skipping or re-
 processing some pairs after Perl internally rehashes all of the elements.
 Additionally, a hash has only one iterator, so if you mix "keys",
 "values", or "each" on the same hash, you risk resetting the iterator and
 messing up your processing. See the "each" entry in perlfunc for more
 details.

HHooww ddoo II mmeerrggee ttwwoo hhaasshheess?? (contributed by brian d foy)

 Before you decide to merge two hashes, you have to decide what to do if
 both hashes contain keys that are the same and if you want to leave the
 original hashes as they were.

 If you want to preserve the original hashes, copy one hash (%hash1) to a
 new hash (%new_hash), then add the keys from the other hash (%hash2 to
 the new hash. Checking that the key already exists in %new_hash gives you
 a chance to decide what to do with the duplicates:

     my %new_hash = %hash1; # make a copy; leave %hash1 alone

     foreach my $key2 ( keys %hash2 ) {
         if( exists $new_hash{$key2} ) {
             warn "Key [$key2] is in both hashes!";
             # handle the duplicate (perhaps only warning)
             ...
             next;
         }
         else {
             $new_hash{$key2} = $hash2{$key2};
         }
     }

 If you don't want to create a new hash, you can still use this looping
 technique; just change the %new_hash to %hash1.

     foreach my $key2 ( keys %hash2 ) {
         if( exists $hash1{$key2} ) {
             warn "Key [$key2] is in both hashes!";
             # handle the duplicate (perhaps only warning)
             ...
             next;
         }
         else {
             $hash1{$key2} = $hash2{$key2};
         }
       }

 If you don't care that one hash overwrites keys and values from the
 other, you could just use a hash slice to add one hash to another. In
 this case, values from %hash2 replace values from %hash1 when they have
 keys in common:

     @hash1{ keys %hash2 } = values %hash2;

WWhhaatt hhaappppeennss iiff II aadddd oorr rreemmoovvee kkeeyyss ffrroomm aa hhaasshh wwhhiillee iitteerraattiinngg oovveerr iitt?? (contributed by brian d foy)

 The easy answer is "Don't do that!"

 If you iterate through the hash with eeaacchh(()), you can delete the key most
 recently returned without worrying about it. If you delete or add other
 keys, the iterator may skip or double up on them since perl may rearrange
 the hash table. See the entry for "each()" in perlfunc.

HHooww ddoo II llooookk uupp aa hhaasshh eelleemmeenntt bbyy vvaalluuee?? Create a reverse hash:

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

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

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

HHooww ccaann II kknnooww hhooww mmaannyy eennttrriieess aarree iinn aa hhaasshh?? (contributed by brian d foy)

 This is very similar to "How do I process an entire hash?", also in
 perlfaq4, but a bit simpler in the common cases.

 You can use the "keys()" built-in function in scalar context to find out
 have many entries you have in a hash:

     my $key_count = keys %hash; # must be scalar context!

 If you want to find out how many entries have a defined value, that's a
 bit different. You have to check each value. A "grep" is handy:

     my $defined_value_count = grep { defined } values %hash;

 You can use that same structure to count the entries any way that you
 like. If you want the count of the keys with vowels in them, you just
 test for that instead:

     my $vowel_count = grep { /[aeiou]/ } keys %hash;

 The "grep" in scalar context returns the count. If you want the list of
 matching items, just use it in list context instead:

     my @defined_values = grep { defined } values %hash;

 The "keys()" function also resets the iterator, which means that you may
 see strange results if you use this between uses of other hash operators
 such as "each()".

HHooww ddoo II ssoorrtt aa hhaasshh ((ooppttiioonnaallllyy bbyy vvaalluuee iinnsstteeaadd ooff kkeeyy))?? (contributed by brian d foy)

 To sort a hash, start with the keys. In this example, we give the list of
 keys to the sort function which then compares them ASCIIbetically (which
 might be affected by your locale settings). The output list has the keys
 in ASCIIbetical order. Once we have the keys, we can go through them to
 create a report which lists the keys in ASCIIbetical order.

     my @keys = sort { $a cmp $b } keys %hash;

     foreach my $key ( @keys ) {
         printf "%-20s %6d\n", $key, $hash{$key};
     }

 We could get more fancy in the "sort()" block though. Instead of
 comparing the keys, we can compute a value with them and use that value
 as the comparison.

 For instance, to make our report order case-insensitive, we use "lc" to
 lowercase the keys before comparing them:

     my @keys = sort { lc $a cmp lc $b } keys %hash;

 Note: if the computation is expensive or the hash has many elements, you
 may want to look at the Schwartzian Transform to cache the computation
 results.

 If we want to sort by the hash value instead, we use the hash key to look
 it up. We still get out a list of keys, but this time they are ordered by
 their value.

     my @keys = sort { $hash{$a} <=> $hash{$b} } keys %hash;

 From there we can get more complex. If the hash values are the same, we
 can provide a secondary sort on the hash key.

     my @keys = sort {
         $hash{$a} <=> $hash{$b}
             or
         "\L$a" cmp "\L$b"
     } keys %hash;

HHooww ccaann II aallwwaayyss kkeeeepp mmyy hhaasshh ssoorrtteedd?? You can look into using the “DB_File” module and “tie()” using the $DB_BTREE hash bindings as documented in “In Memory Databases” in DB_File. The Tie::IxHash module from CPAN might also be instructive. Although this does keep your hash sorted, you might not like the slowdown you suffer from the tie interface. Are you sure you need to do this? :)

WWhhaatt’’ss tthhee ddiiffffeerreennccee bbeettwweeeenn “"ddeelleettee"” aanndd “"uunnddeeff"” wwiitthh hhaasshheess?? Hashes contain 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 $key is present in %hash, “exists($hash{$key})” will return true. The value for a given key can be “undef”, in which case $hash{$key} will be “undef” while “exists $hash{$key}” will return true. This corresponds to ($key, “undef”) being in the hash.

 Pictures help... Here's the %hash table:

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

 And these conditions hold

     $hash{'a'}                       is true
     $hash{'d'}                       is false
     defined $hash{'d'}               is true
     defined $hash{'a'}               is true
     exists $hash{'a'}                is true (Perl 5 only)
     grep ($_ eq 'a', keys %hash)     is true

 If you now say

     undef $hash{'a'}

 your table now reads:

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

 and these conditions now hold; changes in caps:

     $hash{'a'}                       is FALSE
     $hash{'d'}                       is false
     defined $hash{'d'}               is true
     defined $hash{'a'}               is FALSE
     exists $hash{'a'}                is true (Perl 5 only)
     grep ($_ eq 'a', keys %hash)     is true

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

 Now, consider this:

     delete $hash{'a'}

 your table now reads:

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

 and these conditions now hold; changes in caps:

     $hash{'a'}                       is false
     $hash{'d'}                       is false
     defined $hash{'d'}               is true
     defined $hash{'a'}               is false
     exists $hash{'a'}                is FALSE (Perl 5 only)
     grep ($_ eq 'a', keys %hash)     is FALSE

 See, the whole entry is gone!

WWhhyy ddoonn’’tt mmyy ttiieedd hhaasshheess mmaakkee tthhee ddeeffiinneedd//eexxiissttss ddiissttiinnccttiioonn?? This depends on the tied hash’s implementation of EEXXIISSTTSS(()). For example, there isn’t the concept of undef with hashes that are tied to DBM* files. It also means that eexxiissttss(()) and ddeeffiinneedd(()) do the same thing with a DBM* file, and what they end up doing is not what they do with ordinary hashes.

HHooww ddoo II rreesseett aann eeaacchh(()) ooppeerraattiioonn ppaarrtt--wwaayy tthhrroouugghh?? (contributed by brian d foy)

 You can use the "keys" or "values" functions to reset "each". To simply
 reset the iterator used by "each" without doing anything else, use one of
 them in void context:

     keys %hash; # resets iterator, nothing else.
     values %hash; # resets iterator, nothing else.

 See the documentation for "each" in perlfunc.

HHooww ccaann II ggeett tthhee uunniiqquuee kkeeyyss ffrroomm ttwwoo hhaasshheess?? First you extract the keys from the hashes into lists, then solve the “removing duplicates” problem described above. For example:

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

 Or more succinctly:

     my @uniq = keys &#x25{{&#x25foo,&#x25bar}};

 Or if you really want to save space:

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

HHooww ccaann II ssttoorree aa mmuullttiiddiimmeennssiioonnaall aarrrraayy iinn aa DDBBMM ffiillee?? 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. You might also try DBM::Deep, but it can be a bit slow.

HHooww ccaann II mmaakkee mmyy hhaasshh rreemmeemmbbeerr tthhee oorrddeerr II ppuutt eelleemmeennttss iinnttoo iitt?? Use the Tie::IxHash from CPAN.

     use Tie::IxHash;

     tie my %myhash, 'Tie::IxHash';

     for (my $i=0; $i<20; $i++) {
         $myhash{$i} = 2*$i;
     }

     my @keys = keys %myhash;
     # @keys = (0,1,2,3,...)

WWhhyy ddooeess ppaassssiinngg aa ssuubbrroouuttiinnee aann uunnddeeffiinneedd eelleemmeenntt iinn aa hhaasshh ccrreeaattee iitt?? (contributed by brian d foy)

 Are you using a really old version of Perl?

 Normally, accessing a hash key's value for a nonexistent key will _n_o_t
 create the key.

     my %hash  = ();
     my $value = $hash{ 'foo' };
     print "This won't print\n" if exists $hash{ 'foo' };

 Passing $hash{ 'foo' } to a subroutine used to be a special case, though.
 Since you could assign directly to $_[0], Perl had to be ready to make
 that assignment so it created the hash key ahead of time:

     my_sub( $hash{ 'foo' } );
     print "This will print before 5.004\n" if exists $hash{ 'foo' };

     sub my_sub {
         # $_[0] = 'bar'; # create hash key in case you do this
         1;
     }

 Since Perl 5.004, however, this situation is a special case and Perl
 creates the hash key only when you make the assignment:

     my_sub( $hash{ 'foo' } );
     print "This will print, even after 5.004\n" if exists $hash{ 'foo' };

     sub my_sub {
         $_[0] = 'bar';
     }

 However, if you want the old behavior (and think carefully about that
 because it's a weird side effect), you can pass a hash slice instead.
 Perl 5.004 didn't make this a special case:

     my_sub( @hash{ qw/foo/ } );

HHooww ccaann II mmaakkee tthhee PPeerrll eeqquuiivvaalleenntt ooff aa CC ssttrruuccttuurree//CC++++ ccllaassss//hhaasshh oorr aarrrraayy ooff hhaasshheess oorr aarrrraayyss?? 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 perlref and perlreftut.  Examples of complex
 data structures are given in perldsc and perllol. Examples of structures
 and object-oriented classes are in perlootut.

HHooww ccaann II uussee aa rreeffeerreennccee aass aa hhaasshh kkeeyy?? (contributed by brian d foy and Ben Morrow)

 Hash keys are strings, so you can't really use a reference as the key.
 When you try to do that, perl turns the reference into its stringified
 form (for instance, "HASH(0xDEADBEEF)"). From there you can't get back
 the reference from the stringified form, at least without doing some
 extra work on your own.

 Remember that the entry in the hash will still be there even if the
 referenced variable  goes out of scope, and that it is entirely possible
 for Perl to subsequently allocate a different variable at the same
 address. This will mean a new variable might accidentally be associated
 with the value for an old.

 If you have Perl 5.10 or later, and you just want to store a value
 against the reference for lookup later, you can use the core
 Hash::Util::Fieldhash module. This will also handle renaming the keys if
 you use multiple threads (which causes all variables to be reallocated at
 new addresses, changing their stringification), and garbage-collecting
 the entries when the referenced variable goes out of scope.

 If you actually need to be able to get a real reference back from each
 hash entry, you can use the Tie::RefHash module, which does the required
 work for you.

HHooww ccaann II cchheecckk iiff aa kkeeyy eexxiissttss iinn aa mmuullttiilleevveell hhaasshh?? (contributed by brian d foy)

 The trick to this problem is avoiding accidental autovivification. If you
 want to check three keys deep, you might naïvely try this:

     my %hash;
     if( exists $hash{key1}{key2}{key3} ) {
         ...;
     }

 Even though you started with a completely empty hash, after that call to
 "exists" you've created the structure you needed to check for "key3":

     %hash = (
               'key1' => {
                           'key2' => {}
                         }
             );

 That's autovivification. You can get around this in a few ways. The
 easiest way is to just turn it off. The lexical "autovivification" pragma
 is available on CPAN. Now you don't add to the hash:

     {
         no autovivification;
         my %hash;
         if( exists $hash{key1}{key2}{key3} ) {
             ...;
         }
     }

 The Data::Diver module on CPAN can do it for you too. Its "Dive"
 subroutine can tell you not only if the keys exist but also get the
 value:

     use Data::Diver qw(Dive);

     my @exists = Dive( \%hash, qw(key1 key2 key3) );
     if(  ! @exists  ) {
         ...; # keys do not exist
     }
     elsif(  ! defined $exists[0]  ) {
         ...; # keys exist but value is undef
     }

 You can easily do this yourself too by checking each level of the hash
 before you move onto the next level. This is essentially what Data::Diver
 does for you:

     if( check_hash( \%hash, qw(key1 key2 key3) ) ) {
         ...;
     }

     sub check_hash {
        my( $hash, @keys ) = @_;

        return unless @keys;

        foreach my $key ( @keys ) {
            return unless eval { exists $hash->{$key} };
            $hash = $hash->{$key};
         }

        return 1;
     }

HHooww ccaann II pprreevveenntt aaddddiittiioonn ooff uunnwwaanntteedd kkeeyyss iinnttoo aa hhaasshh?? Since version 5.8.0, hashes can be _r_e_s_t_r_i_c_t_e_d to a fixed number of given keys. Methods for creating and dealing with restricted hashes are exported by the Hash::Util module.

DDaattaa:: MMiisscc HHooww ddoo II hhaannddllee bbiinnaarryy ddaattaa ccoorrrreeccttllyy?? Perl is binary-clean, so it can handle binary data just fine. On Windows or DOS, however, you have to use “binmode” for binary files to avoid conversions for line endings. In general, you should use “binmode” any time you want to work with binary data.

 Also see "binmode" in perlfunc or perlopentut.

 If you're concerned about 8-bit textual data then see perllocale.  If you
 want to deal with multibyte characters, however, there are some gotchas.
 See the section on Regular Expressions.

HHooww ddoo II ddeetteerrmmiinnee wwhheetthheerr aa ssccaallaarr iiss aa nnuummbbeerr//wwhhoollee//iinntteeggeerr//ffllooaatt?? Assuming that you don’t care about IEEE notations like “NaN” or “Infinity”, you probably just want to use a regular expression (see also perlretut and perlre):

     use 5.010;

     if ( /\D/ )
         { say "\thas nondigits"; }
     if ( /^\d+\z/ )
         { say "\tis a whole number"; }
     if ( /^-?\d+\z/ )
         { say "\tis an integer"; }
     if ( /^[+-]?\d+\z/ )
         { say "\tis a +/- integer"; }
     if ( /^-?(?:\d+\.?|\.\d)\d*\z/ )
         { say "\tis a real number"; }
     if ( /^[+-]?(?=\.?\d)\d*\.?\d*(?:e[+-]?\d+)?\z/i )
         { say "\tis a C float" }

 There are also some commonly used modules for the task.  Scalar::Util
 (distributed with 5.8) provides access to perl's internal function
 "looks_like_number" for determining whether a variable looks like a
 number. Data::Types exports functions that validate data types using both
 the above and other regular expressions. Thirdly, there is Regexp::Common
 which has regular expressions to match various types of numbers. Those
 three modules are available from the CPAN.

 If you're on a POSIX system, Perl supports the "POSIX::strtod" function
 for converting strings to doubles (and also "POSIX::strtol" for longs).
 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 the CPAN instead.

HHooww ddoo II kkeeeepp ppeerrssiisstteenntt ddaattaa aaccrroossss pprrooggrraamm ccaallllss?? For some specific applications, you can use one of the DBM modules. See AnyDBM_File. More generically, you should consult the FreezeThaw or Storable modules from CPAN. Starting from Perl 5.8, Storable is part of the standard distribution. 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

HHooww ddoo II pprriinntt oouutt oorr ccooppyy aa rreeccuurrssiivvee ddaattaa ssttrruuccttuurree?? The Data::Dumper module on CPAN (or the 5.005 release of Perl) is great for printing out data structures. The Storable module on CPAN (or the 5.8 release of Perl), 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) };

HHooww ddoo II ddeeffiinnee mmeetthhooddss ffoorr eevveerryy ccllaassss//oobbjjeecctt?? (contributed by Ben Morrow)

 You can use the "UNIVERSAL" class (see UNIVERSAL). However, please be
 very careful to consider the consequences of doing this: adding methods
 to every object is very likely to have unintended consequences. If
 possible, it would be better to have all your object inherit from some
 common base class, or to use an object system like Moose that supports
 roles.

HHooww ddoo II vveerriiffyy aa ccrreeddiitt ccaarrdd cchheecckkssuumm?? Get the Business::CreditCard module from CPAN.

HHooww ddoo II ppaacckk aarrrraayyss ooff ddoouubblleess oorr ffllooaattss ffoorr XXSS ccooddee?? The arrays.h/arrays.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.

 See <https://metacpan.org/release/PGPLOT> for the code.

AAUUTTHHOORR AANNDD CCOOPPYYRRIIGGHHTT #

 Copyright (c) 1997-2010 Tom Christiansen, Nathan Torkington, and other
 authors as noted. All rights reserved.

 This documentation is free; you can redistribute it and/or modify it
 under the same terms as Perl itself.

 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.

perl v5.36.3 2023-02-15 PERLFAQ4(1)