1perlfaq4(3)           User Contributed Perl Documentation          perlfaq4(3)
2
3
4

NAME

6       perlfaq4 - Data Manipulation
7

VERSION

9       version 5.20191102
10

DESCRIPTION

12       This section of the FAQ answers questions related to manipulating
13       numbers, dates, strings, arrays, hashes, and miscellaneous data issues.
14

Data: Numbers

16   Why am I getting long decimals (eg, 19.9499999999999) instead of the
17       numbers I should be getting (eg, 19.95)?
18       For the long explanation, see David Goldberg's "What Every Computer
19       Scientist Should Know About Floating-Point Arithmetic"
20       (<http://web.cse.msu.edu/~cse320/Documents/FloatingPoint.pdf>).
21
22       Internally, your computer represents floating-point numbers in binary.
23       Digital (as in powers of two) computers cannot store all numbers
24       exactly. Some real numbers lose precision in the process. This is a
25       problem with how computers store numbers and affects all computer
26       languages, not just Perl.
27
28       perlnumber shows the gory details of number representations and
29       conversions.
30
31       To limit the number of decimal places in your numbers, you can use the
32       "printf" or "sprintf" function. See "Floating-point Arithmetic" in
33       perlop for more details.
34
35           printf "%.2f", 10/3;
36
37           my $number = sprintf "%.2f", 10/3;
38
39   Why is int() broken?
40       Your "int()" is most probably working just fine. It's the numbers that
41       aren't quite what you think.
42
43       First, see the answer to "Why am I getting long decimals (eg,
44       19.9499999999999) instead of the numbers I should be getting (eg,
45       19.95)?".
46
47       For example, this
48
49           print int(0.6/0.2-2), "\n";
50
51       will in most computers print 0, not 1, because even such simple numbers
52       as 0.6 and 0.2 cannot be presented exactly by floating-point numbers.
53       What you think in the above as 'three' is really more like
54       2.9999999999999995559.
55
56   Why isn't my octal data interpreted correctly?
57       (contributed by brian d foy)
58
59       You're probably trying to convert a string to a number, which Perl only
60       converts as a decimal number. When Perl converts a string to a number,
61       it ignores leading spaces and zeroes, then assumes the rest of the
62       digits are in base 10:
63
64           my $string = '0644';
65
66           print $string + 0;  # prints 644
67
68           print $string + 44; # prints 688, certainly not octal!
69
70       This problem usually involves one of the Perl built-ins that has the
71       same name a Unix command that uses octal numbers as arguments on the
72       command line. In this example, "chmod" on the command line knows that
73       its first argument is octal because that's what it does:
74
75           %prompt> chmod 644 file
76
77       If you want to use the same literal digits (644) in Perl, you have to
78       tell Perl to treat them as octal numbers either by prefixing the digits
79       with a 0 or using "oct":
80
81           chmod(     0644, $filename );  # right, has leading zero
82           chmod( oct(644), $filename );  # also correct
83
84       The problem comes in when you take your numbers from something that
85       Perl thinks is a string, such as a command line argument in @ARGV:
86
87           chmod( $ARGV[0],      $filename );  # wrong, even if "0644"
88
89           chmod( oct($ARGV[0]), $filename );  # correct, treat string as octal
90
91       You can always check the value you're using by printing it in octal
92       notation to ensure it matches what you think it should be. Print it in
93       octal  and decimal format:
94
95           printf "0%o %d", $number, $number;
96
97   Does Perl have a round() function? What about ceil() and floor()? Trig
98       functions?
99       Remember that "int()" merely truncates toward 0. For rounding to a
100       certain number of digits, "sprintf()" or "printf()" is usually the
101       easiest route.
102
103           printf("%.3f", 3.1415926535);   # prints 3.142
104
105       The POSIX module (part of the standard Perl distribution) implements
106       "ceil()", "floor()", and a number of other mathematical and
107       trigonometric functions.
108
109           use POSIX;
110           my $ceil   = ceil(3.5);   # 4
111           my $floor  = floor(3.5);  # 3
112
113       In 5.000 to 5.003 perls, trigonometry was done in the Math::Complex
114       module. With 5.004, the Math::Trig module (part of the standard Perl
115       distribution) implements the trigonometric functions. Internally it
116       uses the Math::Complex module and some functions can break out from the
117       real axis into the complex plane, for example the inverse sine of 2.
118
119       Rounding in financial applications can have serious implications, and
120       the rounding method used should be specified precisely. In these cases,
121       it probably pays not to trust whichever system of rounding is being
122       used by Perl, but instead to implement the rounding function you need
123       yourself.
124
125       To see why, notice how you'll still have an issue on half-way-point
126       alternation:
127
128           for (my $i = -5; $i <= 5; $i += 0.5) { printf "%.0f ",$i }
129
130           -5 -4 -4 -4 -3 -2 -2 -2 -1 -0 0 0 1 2 2 2 3 4 4 4 5
131
132       Don't blame Perl. It's the same as in C. IEEE says we have to do this.
133       Perl numbers whose absolute values are integers under 2**31 (on 32-bit
134       machines) will work pretty much like mathematical integers.  Other
135       numbers are not guaranteed.
136
137   How do I convert between numeric representations/bases/radixes?
138       As always with Perl there is more than one way to do it. Below are a
139       few examples of approaches to making common conversions between number
140       representations. This is intended to be representational rather than
141       exhaustive.
142
143       Some of the examples later in perlfaq4 use the Bit::Vector module from
144       CPAN. The reason you might choose Bit::Vector over the perl built-in
145       functions is that it works with numbers of ANY size, that it is
146       optimized for speed on some operations, and for at least some
147       programmers the notation might be familiar.
148
149       How do I convert hexadecimal into decimal
150           Using perl's built in conversion of "0x" notation:
151
152               my $dec = 0xDEADBEEF;
153
154           Using the "hex" function:
155
156               my $dec = hex("DEADBEEF");
157
158           Using "pack":
159
160               my $dec = unpack("N", pack("H8", substr("0" x 8 . "DEADBEEF", -8)));
161
162           Using the CPAN module "Bit::Vector":
163
164               use Bit::Vector;
165               my $vec = Bit::Vector->new_Hex(32, "DEADBEEF");
166               my $dec = $vec->to_Dec();
167
168       How do I convert from decimal to hexadecimal
169           Using "sprintf":
170
171               my $hex = sprintf("%X", 3735928559); # upper case A-F
172               my $hex = sprintf("%x", 3735928559); # lower case a-f
173
174           Using "unpack":
175
176               my $hex = unpack("H*", pack("N", 3735928559));
177
178           Using Bit::Vector:
179
180               use Bit::Vector;
181               my $vec = Bit::Vector->new_Dec(32, -559038737);
182               my $hex = $vec->to_Hex();
183
184           And Bit::Vector supports odd bit counts:
185
186               use Bit::Vector;
187               my $vec = Bit::Vector->new_Dec(33, 3735928559);
188               $vec->Resize(32); # suppress leading 0 if unwanted
189               my $hex = $vec->to_Hex();
190
191       How do I convert from octal to decimal
192           Using Perl's built in conversion of numbers with leading zeros:
193
194               my $dec = 033653337357; # note the leading 0!
195
196           Using the "oct" function:
197
198               my $dec = oct("33653337357");
199
200           Using Bit::Vector:
201
202               use Bit::Vector;
203               my $vec = Bit::Vector->new(32);
204               $vec->Chunk_List_Store(3, split(//, reverse "33653337357"));
205               my $dec = $vec->to_Dec();
206
207       How do I convert from decimal to octal
208           Using "sprintf":
209
210               my $oct = sprintf("%o", 3735928559);
211
212           Using Bit::Vector:
213
214               use Bit::Vector;
215               my $vec = Bit::Vector->new_Dec(32, -559038737);
216               my $oct = reverse join('', $vec->Chunk_List_Read(3));
217
218       How do I convert from binary to decimal
219           Perl 5.6 lets you write binary numbers directly with the "0b"
220           notation:
221
222               my $number = 0b10110110;
223
224           Using "oct":
225
226               my $input = "10110110";
227               my $decimal = oct( "0b$input" );
228
229           Using "pack" and "ord":
230
231               my $decimal = ord(pack('B8', '10110110'));
232
233           Using "pack" and "unpack" for larger strings:
234
235               my $int = unpack("N", pack("B32",
236               substr("0" x 32 . "11110101011011011111011101111", -32)));
237               my $dec = sprintf("%d", $int);
238
239               # substr() is used to left-pad a 32-character string with zeros.
240
241           Using Bit::Vector:
242
243               my $vec = Bit::Vector->new_Bin(32, "11011110101011011011111011101111");
244               my $dec = $vec->to_Dec();
245
246       How do I convert from decimal to binary
247           Using "sprintf" (perl 5.6+):
248
249               my $bin = sprintf("%b", 3735928559);
250
251           Using "unpack":
252
253               my $bin = unpack("B*", pack("N", 3735928559));
254
255           Using Bit::Vector:
256
257               use Bit::Vector;
258               my $vec = Bit::Vector->new_Dec(32, -559038737);
259               my $bin = $vec->to_Bin();
260
261           The remaining transformations (e.g. hex -> oct, bin -> hex, etc.)
262           are left as an exercise to the inclined reader.
263
264   Why doesn't & work the way I want it to?
265       The behavior of binary arithmetic operators depends on whether they're
266       used on numbers or strings. The operators treat a string as a series of
267       bits and work with that (the string "3" is the bit pattern 00110011).
268       The operators work with the binary form of a number (the number 3 is
269       treated as the bit pattern 00000011).
270
271       So, saying "11 & 3" performs the "and" operation on numbers (yielding
272       3). Saying "11" & "3" performs the "and" operation on strings (yielding
273       "1").
274
275       Most problems with "&" and "|" arise because the programmer thinks they
276       have a number but really it's a string or vice versa. To avoid this,
277       stringify the arguments explicitly (using "" or "qq()") or convert them
278       to numbers explicitly (using "0+$arg"). The rest arise because the
279       programmer says:
280
281           if ("\020\020" & "\101\101") {
282               # ...
283           }
284
285       but a string consisting of two null bytes (the result of "\020\020" &
286       "\101\101") is not a false value in Perl. You need:
287
288           if ( ("\020\020" & "\101\101") !~ /[^\000]/) {
289               # ...
290           }
291
292   How do I multiply matrices?
293       Use the Math::Matrix or Math::MatrixReal modules (available from CPAN)
294       or the PDL extension (also available from CPAN).
295
296   How do I perform an operation on a series of integers?
297       To call a function on each element in an array, and collect the
298       results, use:
299
300           my @results = map { my_func($_) } @array;
301
302       For example:
303
304           my @triple = map { 3 * $_ } @single;
305
306       To call a function on each element of an array, but ignore the results:
307
308           foreach my $iterator (@array) {
309               some_func($iterator);
310           }
311
312       To call a function on each integer in a (small) range, you can use:
313
314           my @results = map { some_func($_) } (5 .. 25);
315
316       but you should be aware that in this form, the ".." operator creates a
317       list of all integers in the range, which can take a lot of memory for
318       large ranges. However, the problem does not occur when using ".."
319       within a "for" loop, because in that case the range operator is
320       optimized to iterate over the range, without creating the entire list.
321       So
322
323           my @results = ();
324           for my $i (5 .. 500_005) {
325               push(@results, some_func($i));
326           }
327
328       or even
329
330          push(@results, some_func($_)) for 5 .. 500_005;
331
332       will not create an intermediate list of 500,000 integers.
333
334   How can I output Roman numerals?
335       Get the <http://www.cpan.org/modules/by-module/Roman> module.
336
337   Why aren't my random numbers random?
338       If you're using a version of Perl before 5.004, you must call "srand"
339       once at the start of your program to seed the random number generator.
340
341            BEGIN { srand() if $] < 5.004 }
342
343       5.004 and later automatically call "srand" at the beginning. Don't call
344       "srand" more than once--you make your numbers less random, rather than
345       more.
346
347       Computers are good at being predictable and bad at being random
348       (despite appearances caused by bugs in your programs :-). The random
349       article in the "Far More Than You Ever Wanted To Know" collection in
350       <http://www.cpan.org/misc/olddoc/FMTEYEWTK.tgz>, courtesy of Tom
351       Phoenix, talks more about this. John von Neumann said, "Anyone who
352       attempts to generate random numbers by deterministic means is, of
353       course, living in a state of sin."
354
355       Perl relies on the underlying system for the implementation of "rand"
356       and "srand"; on some systems, the generated numbers are not random
357       enough (especially on Windows : see
358       <http://www.perlmonks.org/?node_id=803632>).  Several CPAN modules in
359       the "Math" namespace implement better pseudorandom generators; see for
360       example Math::Random::MT ("Mersenne Twister", fast), or
361       Math::TrulyRandom (uses the imperfections in the system's timer to
362       generate random numbers, which is rather slow).  More algorithms for
363       random numbers are described in "Numerical Recipes in C" at
364       <http://www.nr.com/>
365
366   How do I get a random number between X and Y?
367       To get a random number between two values, you can use the "rand()"
368       built-in to get a random number between 0 and 1. From there, you shift
369       that into the range that you want.
370
371       "rand($x)" returns a number such that "0 <= rand($x) < $x". Thus what
372       you want to have perl figure out is a random number in the range from 0
373       to the difference between your X and Y.
374
375       That is, to get a number between 10 and 15, inclusive, you want a
376       random number between 0 and 5 that you can then add to 10.
377
378           my $number = 10 + int rand( 15-10+1 ); # ( 10,11,12,13,14, or 15 )
379
380       Hence you derive the following simple function to abstract that. It
381       selects a random integer between the two given integers (inclusive).
382       For example: "random_int_between(50,120)".
383
384           sub random_int_between {
385               my($min, $max) = @_;
386               # Assumes that the two arguments are integers themselves!
387               return $min if $min == $max;
388               ($min, $max) = ($max, $min)  if  $min > $max;
389               return $min + int rand(1 + $max - $min);
390           }
391

Data: Dates

393   How do I find the day or week of the year?
394       The day of the year is in the list returned by the "localtime"
395       function. Without an argument "localtime" uses the current time.
396
397           my $day_of_year = (localtime)[7];
398
399       The POSIX module can also format a date as the day of the year or week
400       of the year.
401
402           use POSIX qw/strftime/;
403           my $day_of_year  = strftime "%j", localtime;
404           my $week_of_year = strftime "%W", localtime;
405
406       To get the day of year for any date, use POSIX's "mktime" to get a time
407       in epoch seconds for the argument to "localtime".
408
409           use POSIX qw/mktime strftime/;
410           my $week_of_year = strftime "%W",
411               localtime( mktime( 0, 0, 0, 18, 11, 87 ) );
412
413       You can also use Time::Piece, which comes with Perl and provides a
414       "localtime" that returns an object:
415
416           use Time::Piece;
417           my $day_of_year  = localtime->yday;
418           my $week_of_year = localtime->week;
419
420       The Date::Calc module provides two functions to calculate these, too:
421
422           use Date::Calc;
423           my $day_of_year  = Day_of_Year(  1987, 12, 18 );
424           my $week_of_year = Week_of_Year( 1987, 12, 18 );
425
426   How do I find the current century or millennium?
427       Use the following simple functions:
428
429           sub get_century    {
430               return int((((localtime(shift || time))[5] + 1999))/100);
431           }
432
433           sub get_millennium {
434               return 1+int((((localtime(shift || time))[5] + 1899))/1000);
435           }
436
437       On some systems, the POSIX module's "strftime()" function has been
438       extended in a non-standard way to use a %C format, which they sometimes
439       claim is the "century". It isn't, because on most such systems, this is
440       only the first two digits of the four-digit year, and thus cannot be
441       used to determine reliably the current century or millennium.
442
443   How can I compare two dates and find the difference?
444       (contributed by brian d foy)
445
446       You could just store all your dates as a number and then subtract.
447       Life isn't always that simple though.
448
449       The Time::Piece module, which comes with Perl, replaces localtime with
450       a version that returns an object. It also overloads the comparison
451       operators so you can compare them directly:
452
453           use Time::Piece;
454           my $date1 = localtime( $some_time );
455           my $date2 = localtime( $some_other_time );
456
457           if( $date1 < $date2 ) {
458               print "The date was in the past\n";
459           }
460
461       You can also get differences with a subtraction, which returns a
462       Time::Seconds object:
463
464           my $date_diff = $date1 - $date2;
465           print "The difference is ", $date_diff->days, " days\n";
466
467       If you want to work with formatted dates, the Date::Manip, Date::Calc,
468       or DateTime modules can help you.
469
470   How can I take a string and turn it into epoch seconds?
471       If it's a regular enough string that it always has the same format, you
472       can split it up and pass the parts to "timelocal" in the standard
473       Time::Local module. Otherwise, you should look into the Date::Calc,
474       Date::Parse, and Date::Manip modules from CPAN.
475
476   How can I find the Julian Day?
477       (contributed by brian d foy and Dave Cross)
478
479       You can use the Time::Piece module, part of the Standard Library, which
480       can convert a date/time to a Julian Day:
481
482           $ perl -MTime::Piece -le 'print localtime->julian_day'
483           2455607.7959375
484
485       Or the modified Julian Day:
486
487           $ perl -MTime::Piece -le 'print localtime->mjd'
488           55607.2961226851
489
490       Or even the day of the year (which is what some people think of as a
491       Julian day):
492
493           $ perl -MTime::Piece -le 'print localtime->yday'
494           45
495
496       You can also do the same things with the DateTime module:
497
498           $ perl -MDateTime -le'print DateTime->today->jd'
499           2453401.5
500           $ perl -MDateTime -le'print DateTime->today->mjd'
501           53401
502           $ perl -MDateTime -le'print DateTime->today->doy'
503           31
504
505       You can use the Time::JulianDay module available on CPAN. Ensure that
506       you really want to find a Julian day, though, as many people have
507       different ideas about Julian days (see
508       <http://www.hermetic.ch/cal_stud/jdn.htm> for instance):
509
510           $  perl -MTime::JulianDay -le 'print local_julian_day( time )'
511           55608
512
513   How do I find yesterday's date?
514       (contributed by brian d foy)
515
516       To do it correctly, you can use one of the "Date" modules since they
517       work with calendars instead of times. The DateTime module makes it
518       simple, and give you the same time of day, only the day before, despite
519       daylight saving time changes:
520
521           use DateTime;
522
523           my $yesterday = DateTime->now->subtract( days => 1 );
524
525           print "Yesterday was $yesterday\n";
526
527       You can also use the Date::Calc module using its "Today_and_Now"
528       function.
529
530           use Date::Calc qw( Today_and_Now Add_Delta_DHMS );
531
532           my @date_time = Add_Delta_DHMS( Today_and_Now(), -1, 0, 0, 0 );
533
534           print "@date_time\n";
535
536       Most people try to use the time rather than the calendar to figure out
537       dates, but that assumes that days are twenty-four hours each. For most
538       people, there are two days a year when they aren't: the switch to and
539       from summer time throws this off. For example, the rest of the
540       suggestions will be wrong sometimes:
541
542       Starting with Perl 5.10, Time::Piece and Time::Seconds are part of the
543       standard distribution, so you might think that you could do something
544       like this:
545
546           use Time::Piece;
547           use Time::Seconds;
548
549           my $yesterday = localtime() - ONE_DAY; # WRONG
550           print "Yesterday was $yesterday\n";
551
552       The Time::Piece module exports a new "localtime" that returns an
553       object, and Time::Seconds exports the "ONE_DAY" constant that is a set
554       number of seconds. This means that it always gives the time 24 hours
555       ago, which is not always yesterday. This can cause problems around the
556       end of daylight saving time when there's one day that is 25 hours long.
557
558       You have the same problem with Time::Local, which will give the wrong
559       answer for those same special cases:
560
561           # contributed by Gunnar Hjalmarsson
562            use Time::Local;
563            my $today = timelocal 0, 0, 12, ( localtime )[3..5];
564            my ($d, $m, $y) = ( localtime $today-86400 )[3..5]; # WRONG
565            printf "Yesterday: %d-%02d-%02d\n", $y+1900, $m+1, $d;
566
567   Does Perl have a Year 2000 or 2038 problem? Is Perl Y2K compliant?
568       (contributed by brian d foy)
569
570       Perl itself never had a Y2K problem, although that never stopped people
571       from creating Y2K problems on their own. See the documentation for
572       "localtime" for its proper use.
573
574       Starting with Perl 5.12, "localtime" and "gmtime" can handle dates past
575       03:14:08 January 19, 2038, when a 32-bit based time would overflow. You
576       still might get a warning on a 32-bit "perl":
577
578           % perl5.12 -E 'say scalar localtime( 0x9FFF_FFFFFFFF )'
579           Integer overflow in hexadecimal number at -e line 1.
580           Wed Nov  1 19:42:39 5576711
581
582       On a 64-bit "perl", you can get even larger dates for those really long
583       running projects:
584
585           % perl5.12 -E 'say scalar gmtime( 0x9FFF_FFFFFFFF )'
586           Thu Nov  2 00:42:39 5576711
587
588       You're still out of luck if you need to keep track of decaying protons
589       though.
590

Data: Strings

592   How do I validate input?
593       (contributed by brian d foy)
594
595       There are many ways to ensure that values are what you expect or want
596       to accept. Besides the specific examples that we cover in the perlfaq,
597       you can also look at the modules with "Assert" and "Validate" in their
598       names, along with other modules such as Regexp::Common.
599
600       Some modules have validation for particular types of input, such as
601       Business::ISBN, Business::CreditCard, Email::Valid, and
602       Data::Validate::IP.
603
604   How do I unescape a string?
605       It depends just what you mean by "escape". URL escapes are dealt with
606       in perlfaq9. Shell escapes with the backslash ("\") character are
607       removed with
608
609           s/\\(.)/$1/g;
610
611       This won't expand "\n" or "\t" or any other special escapes.
612
613   How do I remove consecutive pairs of characters?
614       (contributed by brian d foy)
615
616       You can use the substitution operator to find pairs of characters (or
617       runs of characters) and replace them with a single instance. In this
618       substitution, we find a character in "(.)". The memory parentheses
619       store the matched character in the back-reference "\g1" and we use that
620       to require that the same thing immediately follow it. We replace that
621       part of the string with the character in $1.
622
623           s/(.)\g1/$1/g;
624
625       We can also use the transliteration operator, "tr///". In this example,
626       the search list side of our "tr///" contains nothing, but the "c"
627       option complements that so it contains everything. The replacement list
628       also contains nothing, so the transliteration is almost a no-op since
629       it won't do any replacements (or more exactly, replace the character
630       with itself). However, the "s" option squashes duplicated and
631       consecutive characters in the string so a character does not show up
632       next to itself
633
634           my $str = 'Haarlem';   # in the Netherlands
635           $str =~ tr///cs;       # Now Harlem, like in New York
636
637   How do I expand function calls in a string?
638       (contributed by brian d foy)
639
640       This is documented in perlref, and although it's not the easiest thing
641       to read, it does work. In each of these examples, we call the function
642       inside the braces used to dereference a reference. If we have more than
643       one return value, we can construct and dereference an anonymous array.
644       In this case, we call the function in list context.
645
646           print "The time values are @{ [localtime] }.\n";
647
648       If we want to call the function in scalar context, we have to do a bit
649       more work. We can really have any code we like inside the braces, so we
650       simply have to end with the scalar reference, although how you do that
651       is up to you, and you can use code inside the braces. Note that the use
652       of parens creates a list context, so we need "scalar" to force the
653       scalar context on the function:
654
655           print "The time is ${\(scalar localtime)}.\n"
656
657           print "The time is ${ my $x = localtime; \$x }.\n";
658
659       If your function already returns a reference, you don't need to create
660       the reference yourself.
661
662           sub timestamp { my $t = localtime; \$t }
663
664           print "The time is ${ timestamp() }.\n";
665
666       The "Interpolation" module can also do a lot of magic for you. You can
667       specify a variable name, in this case "E", to set up a tied hash that
668       does the interpolation for you. It has several other methods to do this
669       as well.
670
671           use Interpolation E => 'eval';
672           print "The time values are $E{localtime()}.\n";
673
674       In most cases, it is probably easier to simply use string
675       concatenation, which also forces scalar context.
676
677           print "The time is " . localtime() . ".\n";
678
679   How do I find matching/nesting anything?
680       To find something between two single characters, a pattern like
681       "/x([^x]*)x/" will get the intervening bits in $1. For multiple ones,
682       then something more like "/alpha(.*?)omega/" would be needed. For
683       nested patterns and/or balanced expressions, see the so-called (?PARNO)
684       construct (available since perl 5.10).  The CPAN module Regexp::Common
685       can help to build such regular expressions (see in particular
686       Regexp::Common::balanced and Regexp::Common::delimited).
687
688       More complex cases will require to write a parser, probably using a
689       parsing module from CPAN, like Regexp::Grammars, Parse::RecDescent,
690       Parse::Yapp, Text::Balanced, or Marpa::R2.
691
692   How do I reverse a string?
693       Use "reverse()" in scalar context, as documented in "reverse" in
694       perlfunc.
695
696           my $reversed = reverse $string;
697
698   How do I expand tabs in a string?
699       You can do it yourself:
700
701           1 while $string =~ s/\t+/' ' x (length($&) * 8 - length($`) % 8)/e;
702
703       Or you can just use the Text::Tabs module (part of the standard Perl
704       distribution).
705
706           use Text::Tabs;
707           my @expanded_lines = expand(@lines_with_tabs);
708
709   How do I reformat a paragraph?
710       Use Text::Wrap (part of the standard Perl distribution):
711
712           use Text::Wrap;
713           print wrap("\t", '  ', @paragraphs);
714
715       The paragraphs you give to Text::Wrap should not contain embedded
716       newlines. Text::Wrap doesn't justify the lines (flush-right).
717
718       Or use the CPAN module Text::Autoformat. Formatting files can be easily
719       done by making a shell alias, like so:
720
721           alias fmt="perl -i -MText::Autoformat -n0777 \
722               -e 'print autoformat $_, {all=>1}' $*"
723
724       See the documentation for Text::Autoformat to appreciate its many
725       capabilities.
726
727   How can I access or change N characters of a string?
728       You can access the first characters of a string with substr().  To get
729       the first character, for example, start at position 0 and grab the
730       string of length 1.
731
732           my $string = "Just another Perl Hacker";
733           my $first_char = substr( $string, 0, 1 );  #  'J'
734
735       To change part of a string, you can use the optional fourth argument
736       which is the replacement string.
737
738           substr( $string, 13, 4, "Perl 5.8.0" );
739
740       You can also use substr() as an lvalue.
741
742           substr( $string, 13, 4 ) =  "Perl 5.8.0";
743
744   How do I change the Nth occurrence of something?
745       You have to keep track of N yourself. For example, let's say you want
746       to change the fifth occurrence of "whoever" or "whomever" into
747       "whosoever" or "whomsoever", case insensitively. These all assume that
748       $_ contains the string to be altered.
749
750           $count = 0;
751           s{((whom?)ever)}{
752           ++$count == 5       # is it the 5th?
753               ? "${2}soever"  # yes, swap
754               : $1            # renege and leave it there
755               }ige;
756
757       In the more general case, you can use the "/g" modifier in a "while"
758       loop, keeping count of matches.
759
760           $WANT = 3;
761           $count = 0;
762           $_ = "One fish two fish red fish blue fish";
763           while (/(\w+)\s+fish\b/gi) {
764               if (++$count == $WANT) {
765                   print "The third fish is a $1 one.\n";
766               }
767           }
768
769       That prints out: "The third fish is a red one."  You can also use a
770       repetition count and repeated pattern like this:
771
772           /(?:\w+\s+fish\s+){2}(\w+)\s+fish/i;
773
774   How can I count the number of occurrences of a substring within a string?
775       There are a number of ways, with varying efficiency. If you want a
776       count of a certain single character (X) within a string, you can use
777       the "tr///" function like so:
778
779           my $string = "ThisXlineXhasXsomeXx'sXinXit";
780           my $count = ($string =~ tr/X//);
781           print "There are $count X characters in the string";
782
783       This is fine if you are just looking for a single character. However,
784       if you are trying to count multiple character substrings within a
785       larger string, "tr///" won't work. What you can do is wrap a while()
786       loop around a global pattern match. For example, let's count negative
787       integers:
788
789           my $string = "-9 55 48 -2 23 -76 4 14 -44";
790           my $count = 0;
791           while ($string =~ /-\d+/g) { $count++ }
792           print "There are $count negative numbers in the string";
793
794       Another version uses a global match in list context, then assigns the
795       result to a scalar, producing a count of the number of matches.
796
797           my $count = () = $string =~ /-\d+/g;
798
799   How do I capitalize all the words on one line?
800       (contributed by brian d foy)
801
802       Damian Conway's Text::Autoformat handles all of the thinking for you.
803
804           use Text::Autoformat;
805           my $x = "Dr. Strangelove or: How I Learned to Stop ".
806             "Worrying and Love the Bomb";
807
808           print $x, "\n";
809           for my $style (qw( sentence title highlight )) {
810               print autoformat($x, { case => $style }), "\n";
811           }
812
813       How do you want to capitalize those words?
814
815           FRED AND BARNEY'S LODGE        # all uppercase
816           Fred And Barney's Lodge        # title case
817           Fred and Barney's Lodge        # highlight case
818
819       It's not as easy a problem as it looks. How many words do you think are
820       in there? Wait for it... wait for it.... If you answered 5 you're
821       right. Perl words are groups of "\w+", but that's not what you want to
822       capitalize. How is Perl supposed to know not to capitalize that "s"
823       after the apostrophe? You could try a regular expression:
824
825           $string =~ s/ (
826                        (^\w)    #at the beginning of the line
827                          |      # or
828                        (\s\w)   #preceded by whitespace
829                          )
830                       /\U$1/xg;
831
832           $string =~ s/([\w']+)/\u\L$1/g;
833
834       Now, what if you don't want to capitalize that "and"? Just use
835       Text::Autoformat and get on with the next problem. :)
836
837   How can I split a [character]-delimited string except when inside
838       [character]?
839       Several modules can handle this sort of parsing--Text::Balanced,
840       Text::CSV, Text::CSV_XS, and Text::ParseWords, among others.
841
842       Take the example case of trying to split a string that is comma-
843       separated into its different fields. You can't use "split(/,/)" because
844       you shouldn't split if the comma is inside quotes. For example, take a
845       data line like this:
846
847           SAR001,"","Cimetrix, Inc","Bob Smith","CAM",N,8,1,0,7,"Error, Core Dumped"
848
849       Due to the restriction of the quotes, this is a fairly complex problem.
850       Thankfully, we have Jeffrey Friedl, author of Mastering Regular
851       Expressions, to handle these for us. He suggests (assuming your string
852       is contained in $text):
853
854            my @new = ();
855            push(@new, $+) while $text =~ m{
856                "([^\"\\]*(?:\\.[^\"\\]*)*)",? # groups the phrase inside the quotes
857               | ([^,]+),?
858               | ,
859            }gx;
860            push(@new, undef) if substr($text,-1,1) eq ',';
861
862       If you want to represent quotation marks inside a quotation-mark-
863       delimited field, escape them with backslashes (eg, "like \"this\"".
864
865       Alternatively, the Text::ParseWords module (part of the standard Perl
866       distribution) lets you say:
867
868           use Text::ParseWords;
869           @new = quotewords(",", 0, $text);
870
871       For parsing or generating CSV, though, using Text::CSV rather than
872       implementing it yourself is highly recommended; you'll save yourself
873       odd bugs popping up later by just using code which has already been
874       tried and tested in production for years.
875
876   How do I strip blank space from the beginning/end of a string?
877       (contributed by brian d foy)
878
879       A substitution can do this for you. For a single line, you want to
880       replace all the leading or trailing whitespace with nothing. You can do
881       that with a pair of substitutions:
882
883           s/^\s+//;
884           s/\s+$//;
885
886       You can also write that as a single substitution, although it turns out
887       the combined statement is slower than the separate ones. That might not
888       matter to you, though:
889
890           s/^\s+|\s+$//g;
891
892       In this regular expression, the alternation matches either at the
893       beginning or the end of the string since the anchors have a lower
894       precedence than the alternation. With the "/g" flag, the substitution
895       makes all possible matches, so it gets both. Remember, the trailing
896       newline matches the "\s+", and  the "$" anchor can match to the
897       absolute end of the string, so the newline disappears too. Just add the
898       newline to the output, which has the added benefit of preserving
899       "blank" (consisting entirely of whitespace) lines which the "^\s+"
900       would remove all by itself:
901
902           while( <> ) {
903               s/^\s+|\s+$//g;
904               print "$_\n";
905           }
906
907       For a multi-line string, you can apply the regular expression to each
908       logical line in the string by adding the "/m" flag (for "multi-line").
909       With the "/m" flag, the "$" matches before an embedded newline, so it
910       doesn't remove it. This pattern still removes the newline at the end of
911       the string:
912
913           $string =~ s/^\s+|\s+$//gm;
914
915       Remember that lines consisting entirely of whitespace will disappear,
916       since the first part of the alternation can match the entire string and
917       replace it with nothing. If you need to keep embedded blank lines, you
918       have to do a little more work. Instead of matching any whitespace
919       (since that includes a newline), just match the other whitespace:
920
921           $string =~ s/^[\t\f ]+|[\t\f ]+$//mg;
922
923   How do I pad a string with blanks or pad a number with zeroes?
924       In the following examples, $pad_len is the length to which you wish to
925       pad the string, $text or $num contains the string to be padded, and
926       $pad_char contains the padding character. You can use a single
927       character string constant instead of the $pad_char variable if you know
928       what it is in advance. And in the same way you can use an integer in
929       place of $pad_len if you know the pad length in advance.
930
931       The simplest method uses the "sprintf" function. It can pad on the left
932       or right with blanks and on the left with zeroes and it will not
933       truncate the result. The "pack" function can only pad strings on the
934       right with blanks and it will truncate the result to a maximum length
935       of $pad_len.
936
937           # Left padding a string with blanks (no truncation):
938           my $padded = sprintf("%${pad_len}s", $text);
939           my $padded = sprintf("%*s", $pad_len, $text);  # same thing
940
941           # Right padding a string with blanks (no truncation):
942           my $padded = sprintf("%-${pad_len}s", $text);
943           my $padded = sprintf("%-*s", $pad_len, $text); # same thing
944
945           # Left padding a number with 0 (no truncation):
946           my $padded = sprintf("%0${pad_len}d", $num);
947           my $padded = sprintf("%0*d", $pad_len, $num); # same thing
948
949           # Right padding a string with blanks using pack (will truncate):
950           my $padded = pack("A$pad_len",$text);
951
952       If you need to pad with a character other than blank or zero you can
953       use one of the following methods. They all generate a pad string with
954       the "x" operator and combine that with $text. These methods do not
955       truncate $text.
956
957       Left and right padding with any character, creating a new string:
958
959           my $padded = $pad_char x ( $pad_len - length( $text ) ) . $text;
960           my $padded = $text . $pad_char x ( $pad_len - length( $text ) );
961
962       Left and right padding with any character, modifying $text directly:
963
964           substr( $text, 0, 0 ) = $pad_char x ( $pad_len - length( $text ) );
965           $text .= $pad_char x ( $pad_len - length( $text ) );
966
967   How do I extract selected columns from a string?
968       (contributed by brian d foy)
969
970       If you know the columns that contain the data, you can use "substr" to
971       extract a single column.
972
973           my $column = substr( $line, $start_column, $length );
974
975       You can use "split" if the columns are separated by whitespace or some
976       other delimiter, as long as whitespace or the delimiter cannot appear
977       as part of the data.
978
979           my $line    = ' fred barney   betty   ';
980           my @columns = split /\s+/, $line;
981               # ( '', 'fred', 'barney', 'betty' );
982
983           my $line    = 'fred||barney||betty';
984           my @columns = split /\|/, $line;
985               # ( 'fred', '', 'barney', '', 'betty' );
986
987       If you want to work with comma-separated values, don't do this since
988       that format is a bit more complicated. Use one of the modules that
989       handle that format, such as Text::CSV, Text::CSV_XS, or Text::CSV_PP.
990
991       If you want to break apart an entire line of fixed columns, you can use
992       "unpack" with the A (ASCII) format. By using a number after the format
993       specifier, you can denote the column width. See the "pack" and "unpack"
994       entries in perlfunc for more details.
995
996           my @fields = unpack( $line, "A8 A8 A8 A16 A4" );
997
998       Note that spaces in the format argument to "unpack" do not denote
999       literal spaces. If you have space separated data, you may want "split"
1000       instead.
1001
1002   How do I find the soundex value of a string?
1003       (contributed by brian d foy)
1004
1005       You can use the "Text::Soundex" module. If you want to do fuzzy or
1006       close matching, you might also try the String::Approx, and
1007       Text::Metaphone, and Text::DoubleMetaphone modules.
1008
1009   How can I expand variables in text strings?
1010       (contributed by brian d foy)
1011
1012       If you can avoid it, don't, or if you can use a templating system, such
1013       as Text::Template or Template Toolkit, do that instead. You might even
1014       be able to get the job done with "sprintf" or "printf":
1015
1016           my $string = sprintf 'Say hello to %s and %s', $foo, $bar;
1017
1018       However, for the one-off simple case where I don't want to pull out a
1019       full templating system, I'll use a string that has two Perl scalar
1020       variables in it. In this example, I want to expand $foo and $bar to
1021       their variable's values:
1022
1023           my $foo = 'Fred';
1024           my $bar = 'Barney';
1025           $string = 'Say hello to $foo and $bar';
1026
1027       One way I can do this involves the substitution operator and a double
1028       "/e" flag. The first "/e" evaluates $1 on the replacement side and
1029       turns it into $foo. The second /e starts with $foo and replaces it with
1030       its value. $foo, then, turns into 'Fred', and that's finally what's
1031       left in the string:
1032
1033           $string =~ s/(\$\w+)/$1/eeg; # 'Say hello to Fred and Barney'
1034
1035       The "/e" will also silently ignore violations of strict, replacing
1036       undefined variable names with the empty string. Since I'm using the
1037       "/e" flag (twice even!), I have all of the same security problems I
1038       have with "eval" in its string form. If there's something odd in $foo,
1039       perhaps something like "@{[ system "rm -rf /" ]}", then I could get
1040       myself in trouble.
1041
1042       To get around the security problem, I could also pull the values from a
1043       hash instead of evaluating variable names. Using a single "/e", I can
1044       check the hash to ensure the value exists, and if it doesn't, I can
1045       replace the missing value with a marker, in this case "???" to signal
1046       that I missed something:
1047
1048           my $string = 'This has $foo and $bar';
1049
1050           my %Replacements = (
1051               foo  => 'Fred',
1052               );
1053
1054           # $string =~ s/\$(\w+)/$Replacements{$1}/g;
1055           $string =~ s/\$(\w+)/
1056               exists $Replacements{$1} ? $Replacements{$1} : '???'
1057               /eg;
1058
1059           print $string;
1060
1061   What's wrong with always quoting "$vars"?
1062       The problem is that those double-quotes force stringification--coercing
1063       numbers and references into strings--even when you don't want them to
1064       be strings. Think of it this way: double-quote expansion is used to
1065       produce new strings. If you already have a string, why do you need
1066       more?
1067
1068       If you get used to writing odd things like these:
1069
1070           print "$var";       # BAD
1071           my $new = "$old";       # BAD
1072           somefunc("$var");    # BAD
1073
1074       You'll be in trouble. Those should (in 99.8% of the cases) be the
1075       simpler and more direct:
1076
1077           print $var;
1078           my $new = $old;
1079           somefunc($var);
1080
1081       Otherwise, besides slowing you down, you're going to break code when
1082       the thing in the scalar is actually neither a string nor a number, but
1083       a reference:
1084
1085           func(\@array);
1086           sub func {
1087               my $aref = shift;
1088               my $oref = "$aref";  # WRONG
1089           }
1090
1091       You can also get into subtle problems on those few operations in Perl
1092       that actually do care about the difference between a string and a
1093       number, such as the magical "++" autoincrement operator or the
1094       syscall() function.
1095
1096       Stringification also destroys arrays.
1097
1098           my @lines = `command`;
1099           print "@lines";     # WRONG - extra blanks
1100           print @lines;       # right
1101
1102   Why don't my <<HERE documents work?
1103       Here documents are found in perlop. Check for these three things:
1104
1105       There must be no space after the << part.
1106       There (probably) should be a semicolon at the end of the opening token
1107       You can't (easily) have any space in front of the tag.
1108       There needs to be at least a line separator after the end token.
1109
1110       If you want to indent the text in the here document, you can do this:
1111
1112           # all in one
1113           (my $VAR = <<HERE_TARGET) =~ s/^\s+//gm;
1114               your text
1115               goes here
1116           HERE_TARGET
1117
1118       But the HERE_TARGET must still be flush against the margin.  If you
1119       want that indented also, you'll have to quote in the indentation.
1120
1121           (my $quote = <<'    FINIS') =~ s/^\s+//gm;
1122                   ...we will have peace, when you and all your works have
1123                   perished--and the works of your dark master to whom you
1124                   would deliver us. You are a liar, Saruman, and a corrupter
1125                   of men's hearts. --Theoden in /usr/src/perl/taint.c
1126               FINIS
1127           $quote =~ s/\s+--/\n--/;
1128
1129       A nice general-purpose fixer-upper function for indented here documents
1130       follows. It expects to be called with a here document as its argument.
1131       It looks to see whether each line begins with a common substring, and
1132       if so, strips that substring off. Otherwise, it takes the amount of
1133       leading whitespace found on the first line and removes that much off
1134       each subsequent line.
1135
1136           sub fix {
1137               local $_ = shift;
1138               my ($white, $leader);  # common whitespace and common leading string
1139               if (/^\s*(?:([^\w\s]+)(\s*).*\n)(?:\s*\g1\g2?.*\n)+$/) {
1140                   ($white, $leader) = ($2, quotemeta($1));
1141               } else {
1142                   ($white, $leader) = (/^(\s+)/, '');
1143               }
1144               s/^\s*?$leader(?:$white)?//gm;
1145               return $_;
1146           }
1147
1148       This works with leading special strings, dynamically determined:
1149
1150           my $remember_the_main = fix<<'    MAIN_INTERPRETER_LOOP';
1151           @@@ int
1152           @@@ runops() {
1153           @@@     SAVEI32(runlevel);
1154           @@@     runlevel++;
1155           @@@     while ( op = (*op->op_ppaddr)() );
1156           @@@     TAINT_NOT;
1157           @@@     return 0;
1158           @@@ }
1159           MAIN_INTERPRETER_LOOP
1160
1161       Or with a fixed amount of leading whitespace, with remaining
1162       indentation correctly preserved:
1163
1164           my $poem = fix<<EVER_ON_AND_ON;
1165              Now far ahead the Road has gone,
1166             And I must follow, if I can,
1167              Pursuing it with eager feet,
1168             Until it joins some larger way
1169              Where many paths and errands meet.
1170             And whither then? I cannot say.
1171               --Bilbo in /usr/src/perl/pp_ctl.c
1172           EVER_ON_AND_ON
1173
1174       Beginning with Perl version 5.26, a much simpler and cleaner way to
1175       write indented here documents has been added to the language: the tilde
1176       (~) modifier. See "Indented Here-docs" in perlop for details.
1177

Data: Arrays

1179   What is the difference between a list and an array?
1180       (contributed by brian d foy)
1181
1182       A list is a fixed collection of scalars. An array is a variable that
1183       holds a variable collection of scalars. An array can supply its
1184       collection for list operations, so list operations also work on arrays:
1185
1186           # slices
1187           ( 'dog', 'cat', 'bird' )[2,3];
1188           @animals[2,3];
1189
1190           # iteration
1191           foreach ( qw( dog cat bird ) ) { ... }
1192           foreach ( @animals ) { ... }
1193
1194           my @three = grep { length == 3 } qw( dog cat bird );
1195           my @three = grep { length == 3 } @animals;
1196
1197           # supply an argument list
1198           wash_animals( qw( dog cat bird ) );
1199           wash_animals( @animals );
1200
1201       Array operations, which change the scalars, rearrange them, or add or
1202       subtract some scalars, only work on arrays. These can't work on a list,
1203       which is fixed. Array operations include "shift", "unshift", "push",
1204       "pop", and "splice".
1205
1206       An array can also change its length:
1207
1208           $#animals = 1;  # truncate to two elements
1209           $#animals = 10000; # pre-extend to 10,001 elements
1210
1211       You can change an array element, but you can't change a list element:
1212
1213           $animals[0] = 'Rottweiler';
1214           qw( dog cat bird )[0] = 'Rottweiler'; # syntax error!
1215
1216           foreach ( @animals ) {
1217               s/^d/fr/;  # works fine
1218           }
1219
1220           foreach ( qw( dog cat bird ) ) {
1221               s/^d/fr/;  # Error! Modification of read only value!
1222           }
1223
1224       However, if the list element is itself a variable, it appears that you
1225       can change a list element. However, the list element is the variable,
1226       not the data. You're not changing the list element, but something the
1227       list element refers to. The list element itself doesn't change: it's
1228       still the same variable.
1229
1230       You also have to be careful about context. You can assign an array to a
1231       scalar to get the number of elements in the array. This only works for
1232       arrays, though:
1233
1234           my $count = @animals;  # only works with arrays
1235
1236       If you try to do the same thing with what you think is a list, you get
1237       a quite different result. Although it looks like you have a list on the
1238       righthand side, Perl actually sees a bunch of scalars separated by a
1239       comma:
1240
1241           my $scalar = ( 'dog', 'cat', 'bird' );  # $scalar gets bird
1242
1243       Since you're assigning to a scalar, the righthand side is in scalar
1244       context. The comma operator (yes, it's an operator!) in scalar context
1245       evaluates its lefthand side, throws away the result, and evaluates it's
1246       righthand side and returns the result. In effect, that list-lookalike
1247       assigns to $scalar it's rightmost value. Many people mess this up
1248       because they choose a list-lookalike whose last element is also the
1249       count they expect:
1250
1251           my $scalar = ( 1, 2, 3 );  # $scalar gets 3, accidentally
1252
1253   What is the difference between $array[1] and @array[1]?
1254       (contributed by brian d foy)
1255
1256       The difference is the sigil, that special character in front of the
1257       array name. The "$" sigil means "exactly one item", while the "@" sigil
1258       means "zero or more items". The "$" gets you a single scalar, while the
1259       "@" gets you a list.
1260
1261       The confusion arises because people incorrectly assume that the sigil
1262       denotes the variable type.
1263
1264       The $array[1] is a single-element access to the array. It's going to
1265       return the item in index 1 (or undef if there is no item there).  If
1266       you intend to get exactly one element from the array, this is the form
1267       you should use.
1268
1269       The @array[1] is an array slice, although it has only one index.  You
1270       can pull out multiple elements simultaneously by specifying additional
1271       indices as a list, like @array[1,4,3,0].
1272
1273       Using a slice on the lefthand side of the assignment supplies list
1274       context to the righthand side. This can lead to unexpected results.
1275       For instance, if you want to read a single line from a filehandle,
1276       assigning to a scalar value is fine:
1277
1278           $array[1] = <STDIN>;
1279
1280       However, in list context, the line input operator returns all of the
1281       lines as a list. The first line goes into @array[1] and the rest of the
1282       lines mysteriously disappear:
1283
1284           @array[1] = <STDIN>;  # most likely not what you want
1285
1286       Either the "use warnings" pragma or the -w flag will warn you when you
1287       use an array slice with a single index.
1288
1289   How can I remove duplicate elements from a list or array?
1290       (contributed by brian d foy)
1291
1292       Use a hash. When you think the words "unique" or "duplicated", think
1293       "hash keys".
1294
1295       If you don't care about the order of the elements, you could just
1296       create the hash then extract the keys. It's not important how you
1297       create that hash: just that you use "keys" to get the unique elements.
1298
1299           my %hash   = map { $_, 1 } @array;
1300           # or a hash slice: @hash{ @array } = ();
1301           # or a foreach: $hash{$_} = 1 foreach ( @array );
1302
1303           my @unique = keys %hash;
1304
1305       If you want to use a module, try the "uniq" function from
1306       List::MoreUtils. In list context it returns the unique elements,
1307       preserving their order in the list. In scalar context, it returns the
1308       number of unique elements.
1309
1310           use List::MoreUtils qw(uniq);
1311
1312           my @unique = uniq( 1, 2, 3, 4, 4, 5, 6, 5, 7 ); # 1,2,3,4,5,6,7
1313           my $unique = uniq( 1, 2, 3, 4, 4, 5, 6, 5, 7 ); # 7
1314
1315       You can also go through each element and skip the ones you've seen
1316       before. Use a hash to keep track. The first time the loop sees an
1317       element, that element has no key in %Seen. The "next" statement creates
1318       the key and immediately uses its value, which is "undef", so the loop
1319       continues to the "push" and increments the value for that key. The next
1320       time the loop sees that same element, its key exists in the hash and
1321       the value for that key is true (since it's not 0 or "undef"), so the
1322       next skips that iteration and the loop goes to the next element.
1323
1324           my @unique = ();
1325           my %seen   = ();
1326
1327           foreach my $elem ( @array ) {
1328               next if $seen{ $elem }++;
1329               push @unique, $elem;
1330           }
1331
1332       You can write this more briefly using a grep, which does the same
1333       thing.
1334
1335           my %seen = ();
1336           my @unique = grep { ! $seen{ $_ }++ } @array;
1337
1338   How can I tell whether a certain element is contained in a list or array?
1339       (portions of this answer contributed by Anno Siegel and brian d foy)
1340
1341       Hearing the word "in" is an indication that you probably should have
1342       used a hash, not a list or array, to store your data. Hashes are
1343       designed to answer this question quickly and efficiently. Arrays
1344       aren't.
1345
1346       That being said, there are several ways to approach this. In Perl 5.10
1347       and later, you can use the smart match operator to check that an item
1348       is contained in an array or a hash:
1349
1350           use 5.010;
1351
1352           if( $item ~~ @array ) {
1353               say "The array contains $item"
1354           }
1355
1356           if( $item ~~ %hash ) {
1357               say "The hash contains $item"
1358           }
1359
1360       With earlier versions of Perl, you have to do a bit more work. If you
1361       are going to make this query many times over arbitrary string values,
1362       the fastest way is probably to invert the original array and maintain a
1363       hash whose keys are the first array's values:
1364
1365           my @blues = qw/azure cerulean teal turquoise lapis-lazuli/;
1366           my %is_blue = ();
1367           for (@blues) { $is_blue{$_} = 1 }
1368
1369       Now you can check whether $is_blue{$some_color}. It might have been a
1370       good idea to keep the blues all in a hash in the first place.
1371
1372       If the values are all small integers, you could use a simple indexed
1373       array. This kind of an array will take up less space:
1374
1375           my @primes = (2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31);
1376           my @is_tiny_prime = ();
1377           for (@primes) { $is_tiny_prime[$_] = 1 }
1378           # or simply  @istiny_prime[@primes] = (1) x @primes;
1379
1380       Now you check whether $is_tiny_prime[$some_number].
1381
1382       If the values in question are integers instead of strings, you can save
1383       quite a lot of space by using bit strings instead:
1384
1385           my @articles = ( 1..10, 150..2000, 2017 );
1386           undef $read;
1387           for (@articles) { vec($read,$_,1) = 1 }
1388
1389       Now check whether "vec($read,$n,1)" is true for some $n.
1390
1391       These methods guarantee fast individual tests but require a re-
1392       organization of the original list or array. They only pay off if you
1393       have to test multiple values against the same array.
1394
1395       If you are testing only once, the standard module List::Util exports
1396       the function "first" for this purpose. It works by stopping once it
1397       finds the element. It's written in C for speed, and its Perl equivalent
1398       looks like this subroutine:
1399
1400           sub first (&@) {
1401               my $code = shift;
1402               foreach (@_) {
1403                   return $_ if &{$code}();
1404               }
1405               undef;
1406           }
1407
1408       If speed is of little concern, the common idiom uses grep in scalar
1409       context (which returns the number of items that passed its condition)
1410       to traverse the entire list. This does have the benefit of telling you
1411       how many matches it found, though.
1412
1413           my $is_there = grep $_ eq $whatever, @array;
1414
1415       If you want to actually extract the matching elements, simply use grep
1416       in list context.
1417
1418           my @matches = grep $_ eq $whatever, @array;
1419
1420   How do I compute the difference of two arrays? How do I compute the
1421       intersection of two arrays?
1422       Use a hash. Here's code to do both and more. It assumes that each
1423       element is unique in a given array:
1424
1425           my (@union, @intersection, @difference);
1426           my %count = ();
1427           foreach my $element (@array1, @array2) { $count{$element}++ }
1428           foreach my $element (keys %count) {
1429               push @union, $element;
1430               push @{ $count{$element} > 1 ? \@intersection : \@difference }, $element;
1431           }
1432
1433       Note that this is the symmetric difference, that is, all elements in
1434       either A or in B but not in both. Think of it as an xor operation.
1435
1436   How do I test whether two arrays or hashes are equal?
1437       With Perl 5.10 and later, the smart match operator can give you the
1438       answer with the least amount of work:
1439
1440           use 5.010;
1441
1442           if( @array1 ~~ @array2 ) {
1443               say "The arrays are the same";
1444           }
1445
1446           if( %hash1 ~~ %hash2 ) # doesn't check values!  {
1447               say "The hash keys are the same";
1448           }
1449
1450       The following code works for single-level arrays. It uses a stringwise
1451       comparison, and does not distinguish defined versus undefined empty
1452       strings. Modify if you have other needs.
1453
1454           $are_equal = compare_arrays(\@frogs, \@toads);
1455
1456           sub compare_arrays {
1457               my ($first, $second) = @_;
1458               no warnings;  # silence spurious -w undef complaints
1459               return 0 unless @$first == @$second;
1460               for (my $i = 0; $i < @$first; $i++) {
1461                   return 0 if $first->[$i] ne $second->[$i];
1462               }
1463               return 1;
1464           }
1465
1466       For multilevel structures, you may wish to use an approach more like
1467       this one. It uses the CPAN module FreezeThaw:
1468
1469           use FreezeThaw qw(cmpStr);
1470           my @a = my @b = ( "this", "that", [ "more", "stuff" ] );
1471
1472           printf "a and b contain %s arrays\n",
1473               cmpStr(\@a, \@b) == 0
1474               ? "the same"
1475               : "different";
1476
1477       This approach also works for comparing hashes. Here we'll demonstrate
1478       two different answers:
1479
1480           use FreezeThaw qw(cmpStr cmpStrHard);
1481
1482           my %a = my %b = ( "this" => "that", "extra" => [ "more", "stuff" ] );
1483           $a{EXTRA} = \%b;
1484           $b{EXTRA} = \%a;
1485
1486           printf "a and b contain %s hashes\n",
1487           cmpStr(\%a, \%b) == 0 ? "the same" : "different";
1488
1489           printf "a and b contain %s hashes\n",
1490           cmpStrHard(\%a, \%b) == 0 ? "the same" : "different";
1491
1492       The first reports that both those the hashes contain the same data,
1493       while the second reports that they do not. Which you prefer is left as
1494       an exercise to the reader.
1495
1496   How do I find the first array element for which a condition is true?
1497       To find the first array element which satisfies a condition, you can
1498       use the "first()" function in the List::Util module, which comes with
1499       Perl 5.8. This example finds the first element that contains "Perl".
1500
1501           use List::Util qw(first);
1502
1503           my $element = first { /Perl/ } @array;
1504
1505       If you cannot use List::Util, you can make your own loop to do the same
1506       thing. Once you find the element, you stop the loop with last.
1507
1508           my $found;
1509           foreach ( @array ) {
1510               if( /Perl/ ) { $found = $_; last }
1511           }
1512
1513       If you want the array index, use the "firstidx()" function from
1514       "List::MoreUtils":
1515
1516           use List::MoreUtils qw(firstidx);
1517           my $index = firstidx { /Perl/ } @array;
1518
1519       Or write it yourself, iterating through the indices and checking the
1520       array element at each index until you find one that satisfies the
1521       condition:
1522
1523           my( $found, $index ) = ( undef, -1 );
1524           for( $i = 0; $i < @array; $i++ ) {
1525               if( $array[$i] =~ /Perl/ ) {
1526                   $found = $array[$i];
1527                   $index = $i;
1528                   last;
1529               }
1530           }
1531
1532   How do I handle linked lists?
1533       (contributed by brian d foy)
1534
1535       Perl's arrays do not have a fixed size, so you don't need linked lists
1536       if you just want to add or remove items. You can use array operations
1537       such as "push", "pop", "shift", "unshift", or "splice" to do that.
1538
1539       Sometimes, however, linked lists can be useful in situations where you
1540       want to "shard" an array so you have many small arrays instead of a
1541       single big array. You can keep arrays longer than Perl's largest array
1542       index, lock smaller arrays separately in threaded programs, reallocate
1543       less memory, or quickly insert elements in the middle of the chain.
1544
1545       Steve Lembark goes through the details in his YAPC::NA 2009 talk "Perly
1546       Linked Lists" ( <http://www.slideshare.net/lembark/perly-linked-lists>
1547       ), although you can just use his LinkedList::Single module.
1548
1549   How do I handle circular lists?
1550       (contributed by brian d foy)
1551
1552       If you want to cycle through an array endlessly, you can increment the
1553       index modulo the number of elements in the array:
1554
1555           my @array = qw( a b c );
1556           my $i = 0;
1557
1558           while( 1 ) {
1559               print $array[ $i++ % @array ], "\n";
1560               last if $i > 20;
1561           }
1562
1563       You can also use Tie::Cycle to use a scalar that always has the next
1564       element of the circular array:
1565
1566           use Tie::Cycle;
1567
1568           tie my $cycle, 'Tie::Cycle', [ qw( FFFFFF 000000 FFFF00 ) ];
1569
1570           print $cycle; # FFFFFF
1571           print $cycle; # 000000
1572           print $cycle; # FFFF00
1573
1574       The Array::Iterator::Circular creates an iterator object for circular
1575       arrays:
1576
1577           use Array::Iterator::Circular;
1578
1579           my $color_iterator = Array::Iterator::Circular->new(
1580               qw(red green blue orange)
1581               );
1582
1583           foreach ( 1 .. 20 ) {
1584               print $color_iterator->next, "\n";
1585           }
1586
1587   How do I shuffle an array randomly?
1588       If you either have Perl 5.8.0 or later installed, or if you have
1589       Scalar-List-Utils 1.03 or later installed, you can say:
1590
1591           use List::Util 'shuffle';
1592
1593           @shuffled = shuffle(@list);
1594
1595       If not, you can use a Fisher-Yates shuffle.
1596
1597           sub fisher_yates_shuffle {
1598               my $deck = shift;  # $deck is a reference to an array
1599               return unless @$deck; # must not be empty!
1600
1601               my $i = @$deck;
1602               while (--$i) {
1603                   my $j = int rand ($i+1);
1604                   @$deck[$i,$j] = @$deck[$j,$i];
1605               }
1606           }
1607
1608           # shuffle my mpeg collection
1609           #
1610           my @mpeg = <audio/*/*.mp3>;
1611           fisher_yates_shuffle( \@mpeg );    # randomize @mpeg in place
1612           print @mpeg;
1613
1614       Note that the above implementation shuffles an array in place, unlike
1615       the "List::Util::shuffle()" which takes a list and returns a new
1616       shuffled list.
1617
1618       You've probably seen shuffling algorithms that work using splice,
1619       randomly picking another element to swap the current element with
1620
1621           srand;
1622           @new = ();
1623           @old = 1 .. 10;  # just a demo
1624           while (@old) {
1625               push(@new, splice(@old, rand @old, 1));
1626           }
1627
1628       This is bad because splice is already O(N), and since you do it N
1629       times, you just invented a quadratic algorithm; that is, O(N**2).  This
1630       does not scale, although Perl is so efficient that you probably won't
1631       notice this until you have rather largish arrays.
1632
1633   How do I process/modify each element of an array?
1634       Use "for"/"foreach":
1635
1636           for (@lines) {
1637               s/foo/bar/;    # change that word
1638               tr/XZ/ZX/;    # swap those letters
1639           }
1640
1641       Here's another; let's compute spherical volumes:
1642
1643           my @volumes = @radii;
1644           for (@volumes) {   # @volumes has changed parts
1645               $_ **= 3;
1646               $_ *= (4/3) * 3.14159;  # this will be constant folded
1647           }
1648
1649       which can also be done with "map()" which is made to transform one list
1650       into another:
1651
1652           my @volumes = map {$_ ** 3 * (4/3) * 3.14159} @radii;
1653
1654       If you want to do the same thing to modify the values of the hash, you
1655       can use the "values" function. As of Perl 5.6 the values are not
1656       copied, so if you modify $orbit (in this case), you modify the value.
1657
1658           for my $orbit ( values %orbits ) {
1659               ($orbit **= 3) *= (4/3) * 3.14159;
1660           }
1661
1662       Prior to perl 5.6 "values" returned copies of the values, so older perl
1663       code often contains constructions such as @orbits{keys %orbits} instead
1664       of "values %orbits" where the hash is to be modified.
1665
1666   How do I select a random element from an array?
1667       Use the "rand()" function (see "rand" in perlfunc):
1668
1669           my $index   = rand @array;
1670           my $element = $array[$index];
1671
1672       Or, simply:
1673
1674           my $element = $array[ rand @array ];
1675
1676   How do I permute N elements of a list?
1677       Use the List::Permutor module on CPAN. If the list is actually an
1678       array, try the Algorithm::Permute module (also on CPAN). It's written
1679       in XS code and is very efficient:
1680
1681           use Algorithm::Permute;
1682
1683           my @array = 'a'..'d';
1684           my $p_iterator = Algorithm::Permute->new ( \@array );
1685
1686           while (my @perm = $p_iterator->next) {
1687              print "next permutation: (@perm)\n";
1688           }
1689
1690       For even faster execution, you could do:
1691
1692           use Algorithm::Permute;
1693
1694           my @array = 'a'..'d';
1695
1696           Algorithm::Permute::permute {
1697               print "next permutation: (@array)\n";
1698           } @array;
1699
1700       Here's a little program that generates all permutations of all the
1701       words on each line of input. The algorithm embodied in the "permute()"
1702       function is discussed in Volume 4 (still unpublished) of Knuth's The
1703       Art of Computer Programming and will work on any list:
1704
1705           #!/usr/bin/perl -n
1706           # Fischer-Krause ordered permutation generator
1707
1708           sub permute (&@) {
1709               my $code = shift;
1710               my @idx = 0..$#_;
1711               while ( $code->(@_[@idx]) ) {
1712                   my $p = $#idx;
1713                   --$p while $idx[$p-1] > $idx[$p];
1714                   my $q = $p or return;
1715                   push @idx, reverse splice @idx, $p;
1716                   ++$q while $idx[$p-1] > $idx[$q];
1717                   @idx[$p-1,$q]=@idx[$q,$p-1];
1718               }
1719           }
1720
1721           permute { print "@_\n" } split;
1722
1723       The Algorithm::Loops module also provides the "NextPermute" and
1724       "NextPermuteNum" functions which efficiently find all unique
1725       permutations of an array, even if it contains duplicate values,
1726       modifying it in-place: if its elements are in reverse-sorted order then
1727       the array is reversed, making it sorted, and it returns false;
1728       otherwise the next permutation is returned.
1729
1730       "NextPermute" uses string order and "NextPermuteNum" numeric order, so
1731       you can enumerate all the permutations of 0..9 like this:
1732
1733           use Algorithm::Loops qw(NextPermuteNum);
1734
1735           my @list= 0..9;
1736           do { print "@list\n" } while NextPermuteNum @list;
1737
1738   How do I sort an array by (anything)?
1739       Supply a comparison function to sort() (described in "sort" in
1740       perlfunc):
1741
1742           @list = sort { $a <=> $b } @list;
1743
1744       The default sort function is cmp, string comparison, which would sort
1745       "(1, 2, 10)" into "(1, 10, 2)". "<=>", used above, is the numerical
1746       comparison operator.
1747
1748       If you have a complicated function needed to pull out the part you want
1749       to sort on, then don't do it inside the sort function. Pull it out
1750       first, because the sort BLOCK can be called many times for the same
1751       element. Here's an example of how to pull out the first word after the
1752       first number on each item, and then sort those words case-
1753       insensitively.
1754
1755           my @idx;
1756           for (@data) {
1757               my $item;
1758               ($item) = /\d+\s*(\S+)/;
1759               push @idx, uc($item);
1760           }
1761           my @sorted = @data[ sort { $idx[$a] cmp $idx[$b] } 0 .. $#idx ];
1762
1763       which could also be written this way, using a trick that's come to be
1764       known as the Schwartzian Transform:
1765
1766           my @sorted = map  { $_->[0] }
1767               sort { $a->[1] cmp $b->[1] }
1768               map  { [ $_, uc( (/\d+\s*(\S+)/)[0]) ] } @data;
1769
1770       If you need to sort on several fields, the following paradigm is
1771       useful.
1772
1773           my @sorted = sort {
1774               field1($a) <=> field1($b) ||
1775               field2($a) cmp field2($b) ||
1776               field3($a) cmp field3($b)
1777           } @data;
1778
1779       This can be conveniently combined with precalculation of keys as given
1780       above.
1781
1782       See the sort article in the "Far More Than You Ever Wanted To Know"
1783       collection in <http://www.cpan.org/misc/olddoc/FMTEYEWTK.tgz> for more
1784       about this approach.
1785
1786       See also the question later in perlfaq4 on sorting hashes.
1787
1788   How do I manipulate arrays of bits?
1789       Use "pack()" and "unpack()", or else "vec()" and the bitwise
1790       operations.
1791
1792       For example, you don't have to store individual bits in an array (which
1793       would mean that you're wasting a lot of space). To convert an array of
1794       bits to a string, use "vec()" to set the right bits. This sets $vec to
1795       have bit N set only if $ints[N] was set:
1796
1797           my @ints = (...); # array of bits, e.g. ( 1, 0, 0, 1, 1, 0 ... )
1798           my $vec = '';
1799           foreach( 0 .. $#ints ) {
1800               vec($vec,$_,1) = 1 if $ints[$_];
1801           }
1802
1803       The string $vec only takes up as many bits as it needs. For instance,
1804       if you had 16 entries in @ints, $vec only needs two bytes to store them
1805       (not counting the scalar variable overhead).
1806
1807       Here's how, given a vector in $vec, you can get those bits into your
1808       @ints array:
1809
1810           sub bitvec_to_list {
1811               my $vec = shift;
1812               my @ints;
1813               # Find null-byte density then select best algorithm
1814               if ($vec =~ tr/\0// / length $vec > 0.95) {
1815                   use integer;
1816                   my $i;
1817
1818                   # This method is faster with mostly null-bytes
1819                   while($vec =~ /[^\0]/g ) {
1820                       $i = -9 + 8 * pos $vec;
1821                       push @ints, $i if vec($vec, ++$i, 1);
1822                       push @ints, $i if vec($vec, ++$i, 1);
1823                       push @ints, $i if vec($vec, ++$i, 1);
1824                       push @ints, $i if vec($vec, ++$i, 1);
1825                       push @ints, $i if vec($vec, ++$i, 1);
1826                       push @ints, $i if vec($vec, ++$i, 1);
1827                       push @ints, $i if vec($vec, ++$i, 1);
1828                       push @ints, $i if vec($vec, ++$i, 1);
1829                   }
1830               }
1831               else {
1832                   # This method is a fast general algorithm
1833                   use integer;
1834                   my $bits = unpack "b*", $vec;
1835                   push @ints, 0 if $bits =~ s/^(\d)// && $1;
1836                   push @ints, pos $bits while($bits =~ /1/g);
1837               }
1838
1839               return \@ints;
1840           }
1841
1842       This method gets faster the more sparse the bit vector is.  (Courtesy
1843       of Tim Bunce and Winfried Koenig.)
1844
1845       You can make the while loop a lot shorter with this suggestion from
1846       Benjamin Goldberg:
1847
1848           while($vec =~ /[^\0]+/g ) {
1849               push @ints, grep vec($vec, $_, 1), $-[0] * 8 .. $+[0] * 8;
1850           }
1851
1852       Or use the CPAN module Bit::Vector:
1853
1854           my $vector = Bit::Vector->new($num_of_bits);
1855           $vector->Index_List_Store(@ints);
1856           my @ints = $vector->Index_List_Read();
1857
1858       Bit::Vector provides efficient methods for bit vector, sets of small
1859       integers and "big int" math.
1860
1861       Here's a more extensive illustration using vec():
1862
1863           # vec demo
1864           my $vector = "\xff\x0f\xef\xfe";
1865           print "Ilya's string \\xff\\x0f\\xef\\xfe represents the number ",
1866           unpack("N", $vector), "\n";
1867           my $is_set = vec($vector, 23, 1);
1868           print "Its 23rd bit is ", $is_set ? "set" : "clear", ".\n";
1869           pvec($vector);
1870
1871           set_vec(1,1,1);
1872           set_vec(3,1,1);
1873           set_vec(23,1,1);
1874
1875           set_vec(3,1,3);
1876           set_vec(3,2,3);
1877           set_vec(3,4,3);
1878           set_vec(3,4,7);
1879           set_vec(3,8,3);
1880           set_vec(3,8,7);
1881
1882           set_vec(0,32,17);
1883           set_vec(1,32,17);
1884
1885           sub set_vec {
1886               my ($offset, $width, $value) = @_;
1887               my $vector = '';
1888               vec($vector, $offset, $width) = $value;
1889               print "offset=$offset width=$width value=$value\n";
1890               pvec($vector);
1891           }
1892
1893           sub pvec {
1894               my $vector = shift;
1895               my $bits = unpack("b*", $vector);
1896               my $i = 0;
1897               my $BASE = 8;
1898
1899               print "vector length in bytes: ", length($vector), "\n";
1900               @bytes = unpack("A8" x length($vector), $bits);
1901               print "bits are: @bytes\n\n";
1902           }
1903
1904   Why does defined() return true on empty arrays and hashes?
1905       The short story is that you should probably only use defined on scalars
1906       or functions, not on aggregates (arrays and hashes). See "defined" in
1907       perlfunc in the 5.004 release or later of Perl for more detail.
1908

Data: Hashes (Associative Arrays)

1910   How do I process an entire hash?
1911       (contributed by brian d foy)
1912
1913       There are a couple of ways that you can process an entire hash. You can
1914       get a list of keys, then go through each key, or grab a one key-value
1915       pair at a time.
1916
1917       To go through all of the keys, use the "keys" function. This extracts
1918       all of the keys of the hash and gives them back to you as a list. You
1919       can then get the value through the particular key you're processing:
1920
1921           foreach my $key ( keys %hash ) {
1922               my $value = $hash{$key}
1923               ...
1924           }
1925
1926       Once you have the list of keys, you can process that list before you
1927       process the hash elements. For instance, you can sort the keys so you
1928       can process them in lexical order:
1929
1930           foreach my $key ( sort keys %hash ) {
1931               my $value = $hash{$key}
1932               ...
1933           }
1934
1935       Or, you might want to only process some of the items. If you only want
1936       to deal with the keys that start with "text:", you can select just
1937       those using "grep":
1938
1939           foreach my $key ( grep /^text:/, keys %hash ) {
1940               my $value = $hash{$key}
1941               ...
1942           }
1943
1944       If the hash is very large, you might not want to create a long list of
1945       keys. To save some memory, you can grab one key-value pair at a time
1946       using "each()", which returns a pair you haven't seen yet:
1947
1948           while( my( $key, $value ) = each( %hash ) ) {
1949               ...
1950           }
1951
1952       The "each" operator returns the pairs in apparently random order, so if
1953       ordering matters to you, you'll have to stick with the "keys" method.
1954
1955       The "each()" operator can be a bit tricky though. You can't add or
1956       delete keys of the hash while you're using it without possibly skipping
1957       or re-processing some pairs after Perl internally rehashes all of the
1958       elements. Additionally, a hash has only one iterator, so if you mix
1959       "keys", "values", or "each" on the same hash, you risk resetting the
1960       iterator and messing up your processing. See the "each" entry in
1961       perlfunc for more details.
1962
1963   How do I merge two hashes?
1964       (contributed by brian d foy)
1965
1966       Before you decide to merge two hashes, you have to decide what to do if
1967       both hashes contain keys that are the same and if you want to leave the
1968       original hashes as they were.
1969
1970       If you want to preserve the original hashes, copy one hash (%hash1) to
1971       a new hash (%new_hash), then add the keys from the other hash (%hash2
1972       to the new hash. Checking that the key already exists in %new_hash
1973       gives you a chance to decide what to do with the duplicates:
1974
1975           my %new_hash = %hash1; # make a copy; leave %hash1 alone
1976
1977           foreach my $key2 ( keys %hash2 ) {
1978               if( exists $new_hash{$key2} ) {
1979                   warn "Key [$key2] is in both hashes!";
1980                   # handle the duplicate (perhaps only warning)
1981                   ...
1982                   next;
1983               }
1984               else {
1985                   $new_hash{$key2} = $hash2{$key2};
1986               }
1987           }
1988
1989       If you don't want to create a new hash, you can still use this looping
1990       technique; just change the %new_hash to %hash1.
1991
1992           foreach my $key2 ( keys %hash2 ) {
1993               if( exists $hash1{$key2} ) {
1994                   warn "Key [$key2] is in both hashes!";
1995                   # handle the duplicate (perhaps only warning)
1996                   ...
1997                   next;
1998               }
1999               else {
2000                   $hash1{$key2} = $hash2{$key2};
2001               }
2002             }
2003
2004       If you don't care that one hash overwrites keys and values from the
2005       other, you could just use a hash slice to add one hash to another. In
2006       this case, values from %hash2 replace values from %hash1 when they have
2007       keys in common:
2008
2009           @hash1{ keys %hash2 } = values %hash2;
2010
2011   What happens if I add or remove keys from a hash while iterating over it?
2012       (contributed by brian d foy)
2013
2014       The easy answer is "Don't do that!"
2015
2016       If you iterate through the hash with each(), you can delete the key
2017       most recently returned without worrying about it. If you delete or add
2018       other keys, the iterator may skip or double up on them since perl may
2019       rearrange the hash table. See the entry for "each()" in perlfunc.
2020
2021   How do I look up a hash element by value?
2022       Create a reverse hash:
2023
2024           my %by_value = reverse %by_key;
2025           my $key = $by_value{$value};
2026
2027       That's not particularly efficient. It would be more space-efficient to
2028       use:
2029
2030           while (my ($key, $value) = each %by_key) {
2031               $by_value{$value} = $key;
2032           }
2033
2034       If your hash could have repeated values, the methods above will only
2035       find one of the associated keys.  This may or may not worry you. If it
2036       does worry you, you can always reverse the hash into a hash of arrays
2037       instead:
2038
2039           while (my ($key, $value) = each %by_key) {
2040                push @{$key_list_by_value{$value}}, $key;
2041           }
2042
2043   How can I know how many entries are in a hash?
2044       (contributed by brian d foy)
2045
2046       This is very similar to "How do I process an entire hash?", also in
2047       perlfaq4, but a bit simpler in the common cases.
2048
2049       You can use the "keys()" built-in function in scalar context to find
2050       out have many entries you have in a hash:
2051
2052           my $key_count = keys %hash; # must be scalar context!
2053
2054       If you want to find out how many entries have a defined value, that's a
2055       bit different. You have to check each value. A "grep" is handy:
2056
2057           my $defined_value_count = grep { defined } values %hash;
2058
2059       You can use that same structure to count the entries any way that you
2060       like. If you want the count of the keys with vowels in them, you just
2061       test for that instead:
2062
2063           my $vowel_count = grep { /[aeiou]/ } keys %hash;
2064
2065       The "grep" in scalar context returns the count. If you want the list of
2066       matching items, just use it in list context instead:
2067
2068           my @defined_values = grep { defined } values %hash;
2069
2070       The "keys()" function also resets the iterator, which means that you
2071       may see strange results if you use this between uses of other hash
2072       operators such as "each()".
2073
2074   How do I sort a hash (optionally by value instead of key)?
2075       (contributed by brian d foy)
2076
2077       To sort a hash, start with the keys. In this example, we give the list
2078       of keys to the sort function which then compares them ASCIIbetically
2079       (which might be affected by your locale settings). The output list has
2080       the keys in ASCIIbetical order. Once we have the keys, we can go
2081       through them to create a report which lists the keys in ASCIIbetical
2082       order.
2083
2084           my @keys = sort { $a cmp $b } keys %hash;
2085
2086           foreach my $key ( @keys ) {
2087               printf "%-20s %6d\n", $key, $hash{$key};
2088           }
2089
2090       We could get more fancy in the "sort()" block though. Instead of
2091       comparing the keys, we can compute a value with them and use that value
2092       as the comparison.
2093
2094       For instance, to make our report order case-insensitive, we use "lc" to
2095       lowercase the keys before comparing them:
2096
2097           my @keys = sort { lc $a cmp lc $b } keys %hash;
2098
2099       Note: if the computation is expensive or the hash has many elements,
2100       you may want to look at the Schwartzian Transform to cache the
2101       computation results.
2102
2103       If we want to sort by the hash value instead, we use the hash key to
2104       look it up. We still get out a list of keys, but this time they are
2105       ordered by their value.
2106
2107           my @keys = sort { $hash{$a} <=> $hash{$b} } keys %hash;
2108
2109       From there we can get more complex. If the hash values are the same, we
2110       can provide a secondary sort on the hash key.
2111
2112           my @keys = sort {
2113               $hash{$a} <=> $hash{$b}
2114                   or
2115               "\L$a" cmp "\L$b"
2116           } keys %hash;
2117
2118   How can I always keep my hash sorted?
2119       You can look into using the "DB_File" module and "tie()" using the
2120       $DB_BTREE hash bindings as documented in "In Memory Databases" in
2121       DB_File. The Tie::IxHash module from CPAN might also be instructive.
2122       Although this does keep your hash sorted, you might not like the
2123       slowdown you suffer from the tie interface. Are you sure you need to do
2124       this? :)
2125
2126   What's the difference between "delete" and "undef" with hashes?
2127       Hashes contain pairs of scalars: the first is the key, the second is
2128       the value. The key will be coerced to a string, although the value can
2129       be any kind of scalar: string, number, or reference. If a key $key is
2130       present in %hash, "exists($hash{$key})" will return true. The value for
2131       a given key can be "undef", in which case $hash{$key} will be "undef"
2132       while "exists $hash{$key}" will return true. This corresponds to ($key,
2133       "undef") being in the hash.
2134
2135       Pictures help... Here's the %hash table:
2136
2137             keys  values
2138           +------+------+
2139           |  a   |  3   |
2140           |  x   |  7   |
2141           |  d   |  0   |
2142           |  e   |  2   |
2143           +------+------+
2144
2145       And these conditions hold
2146
2147           $hash{'a'}                       is true
2148           $hash{'d'}                       is false
2149           defined $hash{'d'}               is true
2150           defined $hash{'a'}               is true
2151           exists $hash{'a'}                is true (Perl 5 only)
2152           grep ($_ eq 'a', keys %hash)     is true
2153
2154       If you now say
2155
2156           undef $hash{'a'}
2157
2158       your table now reads:
2159
2160             keys  values
2161           +------+------+
2162           |  a   | undef|
2163           |  x   |  7   |
2164           |  d   |  0   |
2165           |  e   |  2   |
2166           +------+------+
2167
2168       and these conditions now hold; changes in caps:
2169
2170           $hash{'a'}                       is FALSE
2171           $hash{'d'}                       is false
2172           defined $hash{'d'}               is true
2173           defined $hash{'a'}               is FALSE
2174           exists $hash{'a'}                is true (Perl 5 only)
2175           grep ($_ eq 'a', keys %hash)     is true
2176
2177       Notice the last two: you have an undef value, but a defined key!
2178
2179       Now, consider this:
2180
2181           delete $hash{'a'}
2182
2183       your table now reads:
2184
2185             keys  values
2186           +------+------+
2187           |  x   |  7   |
2188           |  d   |  0   |
2189           |  e   |  2   |
2190           +------+------+
2191
2192       and these conditions now hold; changes in caps:
2193
2194           $hash{'a'}                       is false
2195           $hash{'d'}                       is false
2196           defined $hash{'d'}               is true
2197           defined $hash{'a'}               is false
2198           exists $hash{'a'}                is FALSE (Perl 5 only)
2199           grep ($_ eq 'a', keys %hash)     is FALSE
2200
2201       See, the whole entry is gone!
2202
2203   Why don't my tied hashes make the defined/exists distinction?
2204       This depends on the tied hash's implementation of EXISTS().  For
2205       example, there isn't the concept of undef with hashes that are tied to
2206       DBM* files. It also means that exists() and defined() do the same thing
2207       with a DBM* file, and what they end up doing is not what they do with
2208       ordinary hashes.
2209
2210   How do I reset an each() operation part-way through?
2211       (contributed by brian d foy)
2212
2213       You can use the "keys" or "values" functions to reset "each". To simply
2214       reset the iterator used by "each" without doing anything else, use one
2215       of them in void context:
2216
2217           keys %hash; # resets iterator, nothing else.
2218           values %hash; # resets iterator, nothing else.
2219
2220       See the documentation for "each" in perlfunc.
2221
2222   How can I get the unique keys from two hashes?
2223       First you extract the keys from the hashes into lists, then solve the
2224       "removing duplicates" problem described above. For example:
2225
2226           my %seen = ();
2227           for my $element (keys(%foo), keys(%bar)) {
2228               $seen{$element}++;
2229           }
2230           my @uniq = keys %seen;
2231
2232       Or more succinctly:
2233
2234           my @uniq = keys %{{%foo,%bar}};
2235
2236       Or if you really want to save space:
2237
2238           my %seen = ();
2239           while (defined ($key = each %foo)) {
2240               $seen{$key}++;
2241           }
2242           while (defined ($key = each %bar)) {
2243               $seen{$key}++;
2244           }
2245           my @uniq = keys %seen;
2246
2247   How can I store a multidimensional array in a DBM file?
2248       Either stringify the structure yourself (no fun), or else get the MLDBM
2249       (which uses Data::Dumper) module from CPAN and layer it on top of
2250       either DB_File or GDBM_File. You might also try DBM::Deep, but it can
2251       be a bit slow.
2252
2253   How can I make my hash remember the order I put elements into it?
2254       Use the Tie::IxHash from CPAN.
2255
2256           use Tie::IxHash;
2257
2258           tie my %myhash, 'Tie::IxHash';
2259
2260           for (my $i=0; $i<20; $i++) {
2261               $myhash{$i} = 2*$i;
2262           }
2263
2264           my @keys = keys %myhash;
2265           # @keys = (0,1,2,3,...)
2266
2267   Why does passing a subroutine an undefined element in a hash create it?
2268       (contributed by brian d foy)
2269
2270       Are you using a really old version of Perl?
2271
2272       Normally, accessing a hash key's value for a nonexistent key will not
2273       create the key.
2274
2275           my %hash  = ();
2276           my $value = $hash{ 'foo' };
2277           print "This won't print\n" if exists $hash{ 'foo' };
2278
2279       Passing $hash{ 'foo' } to a subroutine used to be a special case,
2280       though.  Since you could assign directly to $_[0], Perl had to be ready
2281       to make that assignment so it created the hash key ahead of time:
2282
2283           my_sub( $hash{ 'foo' } );
2284           print "This will print before 5.004\n" if exists $hash{ 'foo' };
2285
2286           sub my_sub {
2287               # $_[0] = 'bar'; # create hash key in case you do this
2288               1;
2289           }
2290
2291       Since Perl 5.004, however, this situation is a special case and Perl
2292       creates the hash key only when you make the assignment:
2293
2294           my_sub( $hash{ 'foo' } );
2295           print "This will print, even after 5.004\n" if exists $hash{ 'foo' };
2296
2297           sub my_sub {
2298               $_[0] = 'bar';
2299           }
2300
2301       However, if you want the old behavior (and think carefully about that
2302       because it's a weird side effect), you can pass a hash slice instead.
2303       Perl 5.004 didn't make this a special case:
2304
2305           my_sub( @hash{ qw/foo/ } );
2306
2307   How can I make the Perl equivalent of a C structure/C++ class/hash or array
2308       of hashes or arrays?
2309       Usually a hash ref, perhaps like this:
2310
2311           $record = {
2312               NAME   => "Jason",
2313               EMPNO  => 132,
2314               TITLE  => "deputy peon",
2315               AGE    => 23,
2316               SALARY => 37_000,
2317               PALS   => [ "Norbert", "Rhys", "Phineas"],
2318           };
2319
2320       References are documented in perlref and perlreftut.  Examples of
2321       complex data structures are given in perldsc and perllol. Examples of
2322       structures and object-oriented classes are in perlootut.
2323
2324   How can I use a reference as a hash key?
2325       (contributed by brian d foy and Ben Morrow)
2326
2327       Hash keys are strings, so you can't really use a reference as the key.
2328       When you try to do that, perl turns the reference into its stringified
2329       form (for instance, "HASH(0xDEADBEEF)"). From there you can't get back
2330       the reference from the stringified form, at least without doing some
2331       extra work on your own.
2332
2333       Remember that the entry in the hash will still be there even if the
2334       referenced variable  goes out of scope, and that it is entirely
2335       possible for Perl to subsequently allocate a different variable at the
2336       same address. This will mean a new variable might accidentally be
2337       associated with the value for an old.
2338
2339       If you have Perl 5.10 or later, and you just want to store a value
2340       against the reference for lookup later, you can use the core
2341       Hash::Util::Fieldhash module. This will also handle renaming the keys
2342       if you use multiple threads (which causes all variables to be
2343       reallocated at new addresses, changing their stringification), and
2344       garbage-collecting the entries when the referenced variable goes out of
2345       scope.
2346
2347       If you actually need to be able to get a real reference back from each
2348       hash entry, you can use the Tie::RefHash module, which does the
2349       required work for you.
2350
2351   How can I check if a key exists in a multilevel hash?
2352       (contributed by brian d foy)
2353
2354       The trick to this problem is avoiding accidental autovivification. If
2355       you want to check three keys deep, you might naïvely try this:
2356
2357           my %hash;
2358           if( exists $hash{key1}{key2}{key3} ) {
2359               ...;
2360           }
2361
2362       Even though you started with a completely empty hash, after that call
2363       to "exists" you've created the structure you needed to check for
2364       "key3":
2365
2366           %hash = (
2367                     'key1' => {
2368                                 'key2' => {}
2369                               }
2370                   );
2371
2372       That's autovivification. You can get around this in a few ways. The
2373       easiest way is to just turn it off. The lexical "autovivification"
2374       pragma is available on CPAN. Now you don't add to the hash:
2375
2376           {
2377               no autovivification;
2378               my %hash;
2379               if( exists $hash{key1}{key2}{key3} ) {
2380                   ...;
2381               }
2382           }
2383
2384       The Data::Diver module on CPAN can do it for you too. Its "Dive"
2385       subroutine can tell you not only if the keys exist but also get the
2386       value:
2387
2388           use Data::Diver qw(Dive);
2389
2390           my @exists = Dive( \%hash, qw(key1 key2 key3) );
2391           if(  ! @exists  ) {
2392               ...; # keys do not exist
2393           }
2394           elsif(  ! defined $exists[0]  ) {
2395               ...; # keys exist but value is undef
2396           }
2397
2398       You can easily do this yourself too by checking each level of the hash
2399       before you move onto the next level. This is essentially what
2400       Data::Diver does for you:
2401
2402           if( check_hash( \%hash, qw(key1 key2 key3) ) ) {
2403               ...;
2404           }
2405
2406           sub check_hash {
2407              my( $hash, @keys ) = @_;
2408
2409              return unless @keys;
2410
2411              foreach my $key ( @keys ) {
2412                  return unless eval { exists $hash->{$key} };
2413                  $hash = $hash->{$key};
2414               }
2415
2416              return 1;
2417           }
2418
2419   How can I prevent addition of unwanted keys into a hash?
2420       Since version 5.8.0, hashes can be restricted to a fixed number of
2421       given keys. Methods for creating and dealing with restricted hashes are
2422       exported by the Hash::Util module.
2423

Data: Misc

2425   How do I handle binary data correctly?
2426       Perl is binary-clean, so it can handle binary data just fine.  On
2427       Windows or DOS, however, you have to use "binmode" for binary files to
2428       avoid conversions for line endings. In general, you should use
2429       "binmode" any time you want to work with binary data.
2430
2431       Also see "binmode" in perlfunc or perlopentut.
2432
2433       If you're concerned about 8-bit textual data then see perllocale.  If
2434       you want to deal with multibyte characters, however, there are some
2435       gotchas. See the section on Regular Expressions.
2436
2437   How do I determine whether a scalar is a number/whole/integer/float?
2438       Assuming that you don't care about IEEE notations like "NaN" or
2439       "Infinity", you probably just want to use a regular expression (see
2440       also perlretut and perlre):
2441
2442           use 5.010;
2443
2444           if ( /\D/ )
2445               { say "\thas nondigits"; }
2446           if ( /^\d+\z/ )
2447               { say "\tis a whole number"; }
2448           if ( /^-?\d+\z/ )
2449               { say "\tis an integer"; }
2450           if ( /^[+-]?\d+\z/ )
2451               { say "\tis a +/- integer"; }
2452           if ( /^-?(?:\d+\.?|\.\d)\d*\z/ )
2453               { say "\tis a real number"; }
2454           if ( /^[+-]?(?=\.?\d)\d*\.?\d*(?:e[+-]?\d+)?\z/i )
2455               { say "\tis a C float" }
2456
2457       There are also some commonly used modules for the task.  Scalar::Util
2458       (distributed with 5.8) provides access to perl's internal function
2459       "looks_like_number" for determining whether a variable looks like a
2460       number. Data::Types exports functions that validate data types using
2461       both the above and other regular expressions. Thirdly, there is
2462       Regexp::Common which has regular expressions to match various types of
2463       numbers. Those three modules are available from the CPAN.
2464
2465       If you're on a POSIX system, Perl supports the "POSIX::strtod" function
2466       for converting strings to doubles (and also "POSIX::strtol" for longs).
2467       Its semantics are somewhat cumbersome, so here's a "getnum" wrapper
2468       function for more convenient access. This function takes a string and
2469       returns the number it found, or "undef" for input that isn't a C float.
2470       The "is_numeric" function is a front end to "getnum" if you just want
2471       to say, "Is this a float?"
2472
2473           sub getnum {
2474               use POSIX qw(strtod);
2475               my $str = shift;
2476               $str =~ s/^\s+//;
2477               $str =~ s/\s+$//;
2478               $! = 0;
2479               my($num, $unparsed) = strtod($str);
2480               if (($str eq '') || ($unparsed != 0) || $!) {
2481                       return undef;
2482               }
2483               else {
2484                   return $num;
2485               }
2486           }
2487
2488           sub is_numeric { defined getnum($_[0]) }
2489
2490       Or you could check out the String::Scanf module on the CPAN instead.
2491
2492   How do I keep persistent data across program calls?
2493       For some specific applications, you can use one of the DBM modules.
2494       See AnyDBM_File. More generically, you should consult the FreezeThaw or
2495       Storable modules from CPAN. Starting from Perl 5.8, Storable is part of
2496       the standard distribution. Here's one example using Storable's "store"
2497       and "retrieve" functions:
2498
2499           use Storable;
2500           store(\%hash, "filename");
2501
2502           # later on...
2503           $href = retrieve("filename");        # by ref
2504           %hash = %{ retrieve("filename") };   # direct to hash
2505
2506   How do I print out or copy a recursive data structure?
2507       The Data::Dumper module on CPAN (or the 5.005 release of Perl) is great
2508       for printing out data structures. The Storable module on CPAN (or the
2509       5.8 release of Perl), provides a function called "dclone" that
2510       recursively copies its argument.
2511
2512           use Storable qw(dclone);
2513           $r2 = dclone($r1);
2514
2515       Where $r1 can be a reference to any kind of data structure you'd like.
2516       It will be deeply copied. Because "dclone" takes and returns
2517       references, you'd have to add extra punctuation if you had a hash of
2518       arrays that you wanted to copy.
2519
2520           %newhash = %{ dclone(\%oldhash) };
2521
2522   How do I define methods for every class/object?
2523       (contributed by Ben Morrow)
2524
2525       You can use the "UNIVERSAL" class (see UNIVERSAL). However, please be
2526       very careful to consider the consequences of doing this: adding methods
2527       to every object is very likely to have unintended consequences. If
2528       possible, it would be better to have all your object inherit from some
2529       common base class, or to use an object system like Moose that supports
2530       roles.
2531
2532   How do I verify a credit card checksum?
2533       Get the Business::CreditCard module from CPAN.
2534
2535   How do I pack arrays of doubles or floats for XS code?
2536       The arrays.h/arrays.c code in the PGPLOT module on CPAN does just this.
2537       If you're doing a lot of float or double processing, consider using the
2538       PDL module from CPAN instead--it makes number-crunching easy.
2539
2540       See <https://metacpan.org/release/PGPLOT> for the code.
2541
2543       Copyright (c) 1997-2010 Tom Christiansen, Nathan Torkington, and other
2544       authors as noted. All rights reserved.
2545
2546       This documentation is free; you can redistribute it and/or modify it
2547       under the same terms as Perl itself.
2548
2549       Irrespective of its distribution, all code examples in this file are
2550       hereby placed into the public domain. You are permitted and encouraged
2551       to use this code in your own programs for fun or for profit as you see
2552       fit. A simple comment in the code giving credit would be courteous but
2553       is not required.
2554
2555
2556
2557perl v5.30.0                      2019-11-04                       perlfaq4(3)
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