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

NAME

6       perlfaq4 - Data Manipulation
7

VERSION

9       version 5.20200125
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. If you are
1347       going to make this query many times over arbitrary string values, the
1348       fastest way is probably to invert the original array and maintain a
1349       hash whose keys are the first array's values:
1350
1351           my @blues = qw/azure cerulean teal turquoise lapis-lazuli/;
1352           my %is_blue = ();
1353           for (@blues) { $is_blue{$_} = 1 }
1354
1355       Now you can check whether $is_blue{$some_color}. It might have been a
1356       good idea to keep the blues all in a hash in the first place.
1357
1358       If the values are all small integers, you could use a simple indexed
1359       array. This kind of an array will take up less space:
1360
1361           my @primes = (2, 3, 5, 7, 11, 13, 17, 19, 23, 29, 31);
1362           my @is_tiny_prime = ();
1363           for (@primes) { $is_tiny_prime[$_] = 1 }
1364           # or simply  @istiny_prime[@primes] = (1) x @primes;
1365
1366       Now you check whether $is_tiny_prime[$some_number].
1367
1368       If the values in question are integers instead of strings, you can save
1369       quite a lot of space by using bit strings instead:
1370
1371           my @articles = ( 1..10, 150..2000, 2017 );
1372           undef $read;
1373           for (@articles) { vec($read,$_,1) = 1 }
1374
1375       Now check whether "vec($read,$n,1)" is true for some $n.
1376
1377       These methods guarantee fast individual tests but require a re-
1378       organization of the original list or array. They only pay off if you
1379       have to test multiple values against the same array.
1380
1381       If you are testing only once, the standard module List::Util exports
1382       the function "any" for this purpose. It works by stopping once it finds
1383       the element. It's written in C for speed, and its Perl equivalent looks
1384       like this subroutine:
1385
1386           sub any (&@) {
1387               my $code = shift;
1388               foreach (@_) {
1389                   return 1 if $code->();
1390               }
1391               return 0;
1392           }
1393
1394       If speed is of little concern, the common idiom uses grep in scalar
1395       context (which returns the number of items that passed its condition)
1396       to traverse the entire list. This does have the benefit of telling you
1397       how many matches it found, though.
1398
1399           my $is_there = grep $_ eq $whatever, @array;
1400
1401       If you want to actually extract the matching elements, simply use grep
1402       in list context.
1403
1404           my @matches = grep $_ eq $whatever, @array;
1405
1406   How do I compute the difference of two arrays? How do I compute the
1407       intersection of two arrays?
1408       Use a hash. Here's code to do both and more. It assumes that each
1409       element is unique in a given array:
1410
1411           my (@union, @intersection, @difference);
1412           my %count = ();
1413           foreach my $element (@array1, @array2) { $count{$element}++ }
1414           foreach my $element (keys %count) {
1415               push @union, $element;
1416               push @{ $count{$element} > 1 ? \@intersection : \@difference }, $element;
1417           }
1418
1419       Note that this is the symmetric difference, that is, all elements in
1420       either A or in B but not in both. Think of it as an xor operation.
1421
1422   How do I test whether two arrays or hashes are equal?
1423       The following code works for single-level arrays. It uses a stringwise
1424       comparison, and does not distinguish defined versus undefined empty
1425       strings. Modify if you have other needs.
1426
1427           $are_equal = compare_arrays(\@frogs, \@toads);
1428
1429           sub compare_arrays {
1430               my ($first, $second) = @_;
1431               no warnings;  # silence spurious -w undef complaints
1432               return 0 unless @$first == @$second;
1433               for (my $i = 0; $i < @$first; $i++) {
1434                   return 0 if $first->[$i] ne $second->[$i];
1435               }
1436               return 1;
1437           }
1438
1439       For multilevel structures, you may wish to use an approach more like
1440       this one. It uses the CPAN module FreezeThaw:
1441
1442           use FreezeThaw qw(cmpStr);
1443           my @a = my @b = ( "this", "that", [ "more", "stuff" ] );
1444
1445           printf "a and b contain %s arrays\n",
1446               cmpStr(\@a, \@b) == 0
1447               ? "the same"
1448               : "different";
1449
1450       This approach also works for comparing hashes. Here we'll demonstrate
1451       two different answers:
1452
1453           use FreezeThaw qw(cmpStr cmpStrHard);
1454
1455           my %a = my %b = ( "this" => "that", "extra" => [ "more", "stuff" ] );
1456           $a{EXTRA} = \%b;
1457           $b{EXTRA} = \%a;
1458
1459           printf "a and b contain %s hashes\n",
1460           cmpStr(\%a, \%b) == 0 ? "the same" : "different";
1461
1462           printf "a and b contain %s hashes\n",
1463           cmpStrHard(\%a, \%b) == 0 ? "the same" : "different";
1464
1465       The first reports that both those the hashes contain the same data,
1466       while the second reports that they do not. Which you prefer is left as
1467       an exercise to the reader.
1468
1469   How do I find the first array element for which a condition is true?
1470       To find the first array element which satisfies a condition, you can
1471       use the "first()" function in the List::Util module, which comes with
1472       Perl 5.8. This example finds the first element that contains "Perl".
1473
1474           use List::Util qw(first);
1475
1476           my $element = first { /Perl/ } @array;
1477
1478       If you cannot use List::Util, you can make your own loop to do the same
1479       thing. Once you find the element, you stop the loop with last.
1480
1481           my $found;
1482           foreach ( @array ) {
1483               if( /Perl/ ) { $found = $_; last }
1484           }
1485
1486       If you want the array index, use the "firstidx()" function from
1487       "List::MoreUtils":
1488
1489           use List::MoreUtils qw(firstidx);
1490           my $index = firstidx { /Perl/ } @array;
1491
1492       Or write it yourself, iterating through the indices and checking the
1493       array element at each index until you find one that satisfies the
1494       condition:
1495
1496           my( $found, $index ) = ( undef, -1 );
1497           for( $i = 0; $i < @array; $i++ ) {
1498               if( $array[$i] =~ /Perl/ ) {
1499                   $found = $array[$i];
1500                   $index = $i;
1501                   last;
1502               }
1503           }
1504
1505   How do I handle linked lists?
1506       (contributed by brian d foy)
1507
1508       Perl's arrays do not have a fixed size, so you don't need linked lists
1509       if you just want to add or remove items. You can use array operations
1510       such as "push", "pop", "shift", "unshift", or "splice" to do that.
1511
1512       Sometimes, however, linked lists can be useful in situations where you
1513       want to "shard" an array so you have many small arrays instead of a
1514       single big array. You can keep arrays longer than Perl's largest array
1515       index, lock smaller arrays separately in threaded programs, reallocate
1516       less memory, or quickly insert elements in the middle of the chain.
1517
1518       Steve Lembark goes through the details in his YAPC::NA 2009 talk "Perly
1519       Linked Lists" ( <http://www.slideshare.net/lembark/perly-linked-lists>
1520       ), although you can just use his LinkedList::Single module.
1521
1522   How do I handle circular lists?
1523       (contributed by brian d foy)
1524
1525       If you want to cycle through an array endlessly, you can increment the
1526       index modulo the number of elements in the array:
1527
1528           my @array = qw( a b c );
1529           my $i = 0;
1530
1531           while( 1 ) {
1532               print $array[ $i++ % @array ], "\n";
1533               last if $i > 20;
1534           }
1535
1536       You can also use Tie::Cycle to use a scalar that always has the next
1537       element of the circular array:
1538
1539           use Tie::Cycle;
1540
1541           tie my $cycle, 'Tie::Cycle', [ qw( FFFFFF 000000 FFFF00 ) ];
1542
1543           print $cycle; # FFFFFF
1544           print $cycle; # 000000
1545           print $cycle; # FFFF00
1546
1547       The Array::Iterator::Circular creates an iterator object for circular
1548       arrays:
1549
1550           use Array::Iterator::Circular;
1551
1552           my $color_iterator = Array::Iterator::Circular->new(
1553               qw(red green blue orange)
1554               );
1555
1556           foreach ( 1 .. 20 ) {
1557               print $color_iterator->next, "\n";
1558           }
1559
1560   How do I shuffle an array randomly?
1561       If you either have Perl 5.8.0 or later installed, or if you have
1562       Scalar-List-Utils 1.03 or later installed, you can say:
1563
1564           use List::Util 'shuffle';
1565
1566           @shuffled = shuffle(@list);
1567
1568       If not, you can use a Fisher-Yates shuffle.
1569
1570           sub fisher_yates_shuffle {
1571               my $deck = shift;  # $deck is a reference to an array
1572               return unless @$deck; # must not be empty!
1573
1574               my $i = @$deck;
1575               while (--$i) {
1576                   my $j = int rand ($i+1);
1577                   @$deck[$i,$j] = @$deck[$j,$i];
1578               }
1579           }
1580
1581           # shuffle my mpeg collection
1582           #
1583           my @mpeg = <audio/*/*.mp3>;
1584           fisher_yates_shuffle( \@mpeg );    # randomize @mpeg in place
1585           print @mpeg;
1586
1587       Note that the above implementation shuffles an array in place, unlike
1588       the "List::Util::shuffle()" which takes a list and returns a new
1589       shuffled list.
1590
1591       You've probably seen shuffling algorithms that work using splice,
1592       randomly picking another element to swap the current element with
1593
1594           srand;
1595           @new = ();
1596           @old = 1 .. 10;  # just a demo
1597           while (@old) {
1598               push(@new, splice(@old, rand @old, 1));
1599           }
1600
1601       This is bad because splice is already O(N), and since you do it N
1602       times, you just invented a quadratic algorithm; that is, O(N**2).  This
1603       does not scale, although Perl is so efficient that you probably won't
1604       notice this until you have rather largish arrays.
1605
1606   How do I process/modify each element of an array?
1607       Use "for"/"foreach":
1608
1609           for (@lines) {
1610               s/foo/bar/;    # change that word
1611               tr/XZ/ZX/;    # swap those letters
1612           }
1613
1614       Here's another; let's compute spherical volumes:
1615
1616           my @volumes = @radii;
1617           for (@volumes) {   # @volumes has changed parts
1618               $_ **= 3;
1619               $_ *= (4/3) * 3.14159;  # this will be constant folded
1620           }
1621
1622       which can also be done with "map()" which is made to transform one list
1623       into another:
1624
1625           my @volumes = map {$_ ** 3 * (4/3) * 3.14159} @radii;
1626
1627       If you want to do the same thing to modify the values of the hash, you
1628       can use the "values" function. As of Perl 5.6 the values are not
1629       copied, so if you modify $orbit (in this case), you modify the value.
1630
1631           for my $orbit ( values %orbits ) {
1632               ($orbit **= 3) *= (4/3) * 3.14159;
1633           }
1634
1635       Prior to perl 5.6 "values" returned copies of the values, so older perl
1636       code often contains constructions such as @orbits{keys %orbits} instead
1637       of "values %orbits" where the hash is to be modified.
1638
1639   How do I select a random element from an array?
1640       Use the "rand()" function (see "rand" in perlfunc):
1641
1642           my $index   = rand @array;
1643           my $element = $array[$index];
1644
1645       Or, simply:
1646
1647           my $element = $array[ rand @array ];
1648
1649   How do I permute N elements of a list?
1650       Use the List::Permutor module on CPAN. If the list is actually an
1651       array, try the Algorithm::Permute module (also on CPAN). It's written
1652       in XS code and is very efficient:
1653
1654           use Algorithm::Permute;
1655
1656           my @array = 'a'..'d';
1657           my $p_iterator = Algorithm::Permute->new ( \@array );
1658
1659           while (my @perm = $p_iterator->next) {
1660              print "next permutation: (@perm)\n";
1661           }
1662
1663       For even faster execution, you could do:
1664
1665           use Algorithm::Permute;
1666
1667           my @array = 'a'..'d';
1668
1669           Algorithm::Permute::permute {
1670               print "next permutation: (@array)\n";
1671           } @array;
1672
1673       Here's a little program that generates all permutations of all the
1674       words on each line of input. The algorithm embodied in the "permute()"
1675       function is discussed in Volume 4 (still unpublished) of Knuth's The
1676       Art of Computer Programming and will work on any list:
1677
1678           #!/usr/bin/perl -n
1679           # Fischer-Krause ordered permutation generator
1680
1681           sub permute (&@) {
1682               my $code = shift;
1683               my @idx = 0..$#_;
1684               while ( $code->(@_[@idx]) ) {
1685                   my $p = $#idx;
1686                   --$p while $idx[$p-1] > $idx[$p];
1687                   my $q = $p or return;
1688                   push @idx, reverse splice @idx, $p;
1689                   ++$q while $idx[$p-1] > $idx[$q];
1690                   @idx[$p-1,$q]=@idx[$q,$p-1];
1691               }
1692           }
1693
1694           permute { print "@_\n" } split;
1695
1696       The Algorithm::Loops module also provides the "NextPermute" and
1697       "NextPermuteNum" functions which efficiently find all unique
1698       permutations of an array, even if it contains duplicate values,
1699       modifying it in-place: if its elements are in reverse-sorted order then
1700       the array is reversed, making it sorted, and it returns false;
1701       otherwise the next permutation is returned.
1702
1703       "NextPermute" uses string order and "NextPermuteNum" numeric order, so
1704       you can enumerate all the permutations of 0..9 like this:
1705
1706           use Algorithm::Loops qw(NextPermuteNum);
1707
1708           my @list= 0..9;
1709           do { print "@list\n" } while NextPermuteNum @list;
1710
1711   How do I sort an array by (anything)?
1712       Supply a comparison function to sort() (described in "sort" in
1713       perlfunc):
1714
1715           @list = sort { $a <=> $b } @list;
1716
1717       The default sort function is cmp, string comparison, which would sort
1718       "(1, 2, 10)" into "(1, 10, 2)". "<=>", used above, is the numerical
1719       comparison operator.
1720
1721       If you have a complicated function needed to pull out the part you want
1722       to sort on, then don't do it inside the sort function. Pull it out
1723       first, because the sort BLOCK can be called many times for the same
1724       element. Here's an example of how to pull out the first word after the
1725       first number on each item, and then sort those words case-
1726       insensitively.
1727
1728           my @idx;
1729           for (@data) {
1730               my $item;
1731               ($item) = /\d+\s*(\S+)/;
1732               push @idx, uc($item);
1733           }
1734           my @sorted = @data[ sort { $idx[$a] cmp $idx[$b] } 0 .. $#idx ];
1735
1736       which could also be written this way, using a trick that's come to be
1737       known as the Schwartzian Transform:
1738
1739           my @sorted = map  { $_->[0] }
1740               sort { $a->[1] cmp $b->[1] }
1741               map  { [ $_, uc( (/\d+\s*(\S+)/)[0]) ] } @data;
1742
1743       If you need to sort on several fields, the following paradigm is
1744       useful.
1745
1746           my @sorted = sort {
1747               field1($a) <=> field1($b) ||
1748               field2($a) cmp field2($b) ||
1749               field3($a) cmp field3($b)
1750           } @data;
1751
1752       This can be conveniently combined with precalculation of keys as given
1753       above.
1754
1755       See the sort article in the "Far More Than You Ever Wanted To Know"
1756       collection in <http://www.cpan.org/misc/olddoc/FMTEYEWTK.tgz> for more
1757       about this approach.
1758
1759       See also the question later in perlfaq4 on sorting hashes.
1760
1761   How do I manipulate arrays of bits?
1762       Use "pack()" and "unpack()", or else "vec()" and the bitwise
1763       operations.
1764
1765       For example, you don't have to store individual bits in an array (which
1766       would mean that you're wasting a lot of space). To convert an array of
1767       bits to a string, use "vec()" to set the right bits. This sets $vec to
1768       have bit N set only if $ints[N] was set:
1769
1770           my @ints = (...); # array of bits, e.g. ( 1, 0, 0, 1, 1, 0 ... )
1771           my $vec = '';
1772           foreach( 0 .. $#ints ) {
1773               vec($vec,$_,1) = 1 if $ints[$_];
1774           }
1775
1776       The string $vec only takes up as many bits as it needs. For instance,
1777       if you had 16 entries in @ints, $vec only needs two bytes to store them
1778       (not counting the scalar variable overhead).
1779
1780       Here's how, given a vector in $vec, you can get those bits into your
1781       @ints array:
1782
1783           sub bitvec_to_list {
1784               my $vec = shift;
1785               my @ints;
1786               # Find null-byte density then select best algorithm
1787               if ($vec =~ tr/\0// / length $vec > 0.95) {
1788                   use integer;
1789                   my $i;
1790
1791                   # This method is faster with mostly null-bytes
1792                   while($vec =~ /[^\0]/g ) {
1793                       $i = -9 + 8 * pos $vec;
1794                       push @ints, $i if vec($vec, ++$i, 1);
1795                       push @ints, $i if vec($vec, ++$i, 1);
1796                       push @ints, $i if vec($vec, ++$i, 1);
1797                       push @ints, $i if vec($vec, ++$i, 1);
1798                       push @ints, $i if vec($vec, ++$i, 1);
1799                       push @ints, $i if vec($vec, ++$i, 1);
1800                       push @ints, $i if vec($vec, ++$i, 1);
1801                       push @ints, $i if vec($vec, ++$i, 1);
1802                   }
1803               }
1804               else {
1805                   # This method is a fast general algorithm
1806                   use integer;
1807                   my $bits = unpack "b*", $vec;
1808                   push @ints, 0 if $bits =~ s/^(\d)// && $1;
1809                   push @ints, pos $bits while($bits =~ /1/g);
1810               }
1811
1812               return \@ints;
1813           }
1814
1815       This method gets faster the more sparse the bit vector is.  (Courtesy
1816       of Tim Bunce and Winfried Koenig.)
1817
1818       You can make the while loop a lot shorter with this suggestion from
1819       Benjamin Goldberg:
1820
1821           while($vec =~ /[^\0]+/g ) {
1822               push @ints, grep vec($vec, $_, 1), $-[0] * 8 .. $+[0] * 8;
1823           }
1824
1825       Or use the CPAN module Bit::Vector:
1826
1827           my $vector = Bit::Vector->new($num_of_bits);
1828           $vector->Index_List_Store(@ints);
1829           my @ints = $vector->Index_List_Read();
1830
1831       Bit::Vector provides efficient methods for bit vector, sets of small
1832       integers and "big int" math.
1833
1834       Here's a more extensive illustration using vec():
1835
1836           # vec demo
1837           my $vector = "\xff\x0f\xef\xfe";
1838           print "Ilya's string \\xff\\x0f\\xef\\xfe represents the number ",
1839           unpack("N", $vector), "\n";
1840           my $is_set = vec($vector, 23, 1);
1841           print "Its 23rd bit is ", $is_set ? "set" : "clear", ".\n";
1842           pvec($vector);
1843
1844           set_vec(1,1,1);
1845           set_vec(3,1,1);
1846           set_vec(23,1,1);
1847
1848           set_vec(3,1,3);
1849           set_vec(3,2,3);
1850           set_vec(3,4,3);
1851           set_vec(3,4,7);
1852           set_vec(3,8,3);
1853           set_vec(3,8,7);
1854
1855           set_vec(0,32,17);
1856           set_vec(1,32,17);
1857
1858           sub set_vec {
1859               my ($offset, $width, $value) = @_;
1860               my $vector = '';
1861               vec($vector, $offset, $width) = $value;
1862               print "offset=$offset width=$width value=$value\n";
1863               pvec($vector);
1864           }
1865
1866           sub pvec {
1867               my $vector = shift;
1868               my $bits = unpack("b*", $vector);
1869               my $i = 0;
1870               my $BASE = 8;
1871
1872               print "vector length in bytes: ", length($vector), "\n";
1873               @bytes = unpack("A8" x length($vector), $bits);
1874               print "bits are: @bytes\n\n";
1875           }
1876
1877   Why does defined() return true on empty arrays and hashes?
1878       The short story is that you should probably only use defined on scalars
1879       or functions, not on aggregates (arrays and hashes). See "defined" in
1880       perlfunc in the 5.004 release or later of Perl for more detail.
1881

Data: Hashes (Associative Arrays)

1883   How do I process an entire hash?
1884       (contributed by brian d foy)
1885
1886       There are a couple of ways that you can process an entire hash. You can
1887       get a list of keys, then go through each key, or grab a one key-value
1888       pair at a time.
1889
1890       To go through all of the keys, use the "keys" function. This extracts
1891       all of the keys of the hash and gives them back to you as a list. You
1892       can then get the value through the particular key you're processing:
1893
1894           foreach my $key ( keys %hash ) {
1895               my $value = $hash{$key}
1896               ...
1897           }
1898
1899       Once you have the list of keys, you can process that list before you
1900       process the hash elements. For instance, you can sort the keys so you
1901       can process them in lexical order:
1902
1903           foreach my $key ( sort keys %hash ) {
1904               my $value = $hash{$key}
1905               ...
1906           }
1907
1908       Or, you might want to only process some of the items. If you only want
1909       to deal with the keys that start with "text:", you can select just
1910       those using "grep":
1911
1912           foreach my $key ( grep /^text:/, keys %hash ) {
1913               my $value = $hash{$key}
1914               ...
1915           }
1916
1917       If the hash is very large, you might not want to create a long list of
1918       keys. To save some memory, you can grab one key-value pair at a time
1919       using "each()", which returns a pair you haven't seen yet:
1920
1921           while( my( $key, $value ) = each( %hash ) ) {
1922               ...
1923           }
1924
1925       The "each" operator returns the pairs in apparently random order, so if
1926       ordering matters to you, you'll have to stick with the "keys" method.
1927
1928       The "each()" operator can be a bit tricky though. You can't add or
1929       delete keys of the hash while you're using it without possibly skipping
1930       or re-processing some pairs after Perl internally rehashes all of the
1931       elements. Additionally, a hash has only one iterator, so if you mix
1932       "keys", "values", or "each" on the same hash, you risk resetting the
1933       iterator and messing up your processing. See the "each" entry in
1934       perlfunc for more details.
1935
1936   How do I merge two hashes?
1937       (contributed by brian d foy)
1938
1939       Before you decide to merge two hashes, you have to decide what to do if
1940       both hashes contain keys that are the same and if you want to leave the
1941       original hashes as they were.
1942
1943       If you want to preserve the original hashes, copy one hash (%hash1) to
1944       a new hash (%new_hash), then add the keys from the other hash (%hash2
1945       to the new hash. Checking that the key already exists in %new_hash
1946       gives you a chance to decide what to do with the duplicates:
1947
1948           my %new_hash = %hash1; # make a copy; leave %hash1 alone
1949
1950           foreach my $key2 ( keys %hash2 ) {
1951               if( exists $new_hash{$key2} ) {
1952                   warn "Key [$key2] is in both hashes!";
1953                   # handle the duplicate (perhaps only warning)
1954                   ...
1955                   next;
1956               }
1957               else {
1958                   $new_hash{$key2} = $hash2{$key2};
1959               }
1960           }
1961
1962       If you don't want to create a new hash, you can still use this looping
1963       technique; just change the %new_hash to %hash1.
1964
1965           foreach my $key2 ( keys %hash2 ) {
1966               if( exists $hash1{$key2} ) {
1967                   warn "Key [$key2] is in both hashes!";
1968                   # handle the duplicate (perhaps only warning)
1969                   ...
1970                   next;
1971               }
1972               else {
1973                   $hash1{$key2} = $hash2{$key2};
1974               }
1975             }
1976
1977       If you don't care that one hash overwrites keys and values from the
1978       other, you could just use a hash slice to add one hash to another. In
1979       this case, values from %hash2 replace values from %hash1 when they have
1980       keys in common:
1981
1982           @hash1{ keys %hash2 } = values %hash2;
1983
1984   What happens if I add or remove keys from a hash while iterating over it?
1985       (contributed by brian d foy)
1986
1987       The easy answer is "Don't do that!"
1988
1989       If you iterate through the hash with each(), you can delete the key
1990       most recently returned without worrying about it. If you delete or add
1991       other keys, the iterator may skip or double up on them since perl may
1992       rearrange the hash table. See the entry for "each()" in perlfunc.
1993
1994   How do I look up a hash element by value?
1995       Create a reverse hash:
1996
1997           my %by_value = reverse %by_key;
1998           my $key = $by_value{$value};
1999
2000       That's not particularly efficient. It would be more space-efficient to
2001       use:
2002
2003           while (my ($key, $value) = each %by_key) {
2004               $by_value{$value} = $key;
2005           }
2006
2007       If your hash could have repeated values, the methods above will only
2008       find one of the associated keys.  This may or may not worry you. If it
2009       does worry you, you can always reverse the hash into a hash of arrays
2010       instead:
2011
2012           while (my ($key, $value) = each %by_key) {
2013                push @{$key_list_by_value{$value}}, $key;
2014           }
2015
2016   How can I know how many entries are in a hash?
2017       (contributed by brian d foy)
2018
2019       This is very similar to "How do I process an entire hash?", also in
2020       perlfaq4, but a bit simpler in the common cases.
2021
2022       You can use the "keys()" built-in function in scalar context to find
2023       out have many entries you have in a hash:
2024
2025           my $key_count = keys %hash; # must be scalar context!
2026
2027       If you want to find out how many entries have a defined value, that's a
2028       bit different. You have to check each value. A "grep" is handy:
2029
2030           my $defined_value_count = grep { defined } values %hash;
2031
2032       You can use that same structure to count the entries any way that you
2033       like. If you want the count of the keys with vowels in them, you just
2034       test for that instead:
2035
2036           my $vowel_count = grep { /[aeiou]/ } keys %hash;
2037
2038       The "grep" in scalar context returns the count. If you want the list of
2039       matching items, just use it in list context instead:
2040
2041           my @defined_values = grep { defined } values %hash;
2042
2043       The "keys()" function also resets the iterator, which means that you
2044       may see strange results if you use this between uses of other hash
2045       operators such as "each()".
2046
2047   How do I sort a hash (optionally by value instead of key)?
2048       (contributed by brian d foy)
2049
2050       To sort a hash, start with the keys. In this example, we give the list
2051       of keys to the sort function which then compares them ASCIIbetically
2052       (which might be affected by your locale settings). The output list has
2053       the keys in ASCIIbetical order. Once we have the keys, we can go
2054       through them to create a report which lists the keys in ASCIIbetical
2055       order.
2056
2057           my @keys = sort { $a cmp $b } keys %hash;
2058
2059           foreach my $key ( @keys ) {
2060               printf "%-20s %6d\n", $key, $hash{$key};
2061           }
2062
2063       We could get more fancy in the "sort()" block though. Instead of
2064       comparing the keys, we can compute a value with them and use that value
2065       as the comparison.
2066
2067       For instance, to make our report order case-insensitive, we use "lc" to
2068       lowercase the keys before comparing them:
2069
2070           my @keys = sort { lc $a cmp lc $b } keys %hash;
2071
2072       Note: if the computation is expensive or the hash has many elements,
2073       you may want to look at the Schwartzian Transform to cache the
2074       computation results.
2075
2076       If we want to sort by the hash value instead, we use the hash key to
2077       look it up. We still get out a list of keys, but this time they are
2078       ordered by their value.
2079
2080           my @keys = sort { $hash{$a} <=> $hash{$b} } keys %hash;
2081
2082       From there we can get more complex. If the hash values are the same, we
2083       can provide a secondary sort on the hash key.
2084
2085           my @keys = sort {
2086               $hash{$a} <=> $hash{$b}
2087                   or
2088               "\L$a" cmp "\L$b"
2089           } keys %hash;
2090
2091   How can I always keep my hash sorted?
2092       You can look into using the "DB_File" module and "tie()" using the
2093       $DB_BTREE hash bindings as documented in "In Memory Databases" in
2094       DB_File. The Tie::IxHash module from CPAN might also be instructive.
2095       Although this does keep your hash sorted, you might not like the
2096       slowdown you suffer from the tie interface. Are you sure you need to do
2097       this? :)
2098
2099   What's the difference between "delete" and "undef" with hashes?
2100       Hashes contain pairs of scalars: the first is the key, the second is
2101       the value. The key will be coerced to a string, although the value can
2102       be any kind of scalar: string, number, or reference. If a key $key is
2103       present in %hash, "exists($hash{$key})" will return true. The value for
2104       a given key can be "undef", in which case $hash{$key} will be "undef"
2105       while "exists $hash{$key}" will return true. This corresponds to ($key,
2106       "undef") being in the hash.
2107
2108       Pictures help... Here's the %hash table:
2109
2110             keys  values
2111           +------+------+
2112           |  a   |  3   |
2113           |  x   |  7   |
2114           |  d   |  0   |
2115           |  e   |  2   |
2116           +------+------+
2117
2118       And these conditions hold
2119
2120           $hash{'a'}                       is true
2121           $hash{'d'}                       is false
2122           defined $hash{'d'}               is true
2123           defined $hash{'a'}               is true
2124           exists $hash{'a'}                is true (Perl 5 only)
2125           grep ($_ eq 'a', keys %hash)     is true
2126
2127       If you now say
2128
2129           undef $hash{'a'}
2130
2131       your table now reads:
2132
2133             keys  values
2134           +------+------+
2135           |  a   | undef|
2136           |  x   |  7   |
2137           |  d   |  0   |
2138           |  e   |  2   |
2139           +------+------+
2140
2141       and these conditions now hold; changes in caps:
2142
2143           $hash{'a'}                       is FALSE
2144           $hash{'d'}                       is false
2145           defined $hash{'d'}               is true
2146           defined $hash{'a'}               is FALSE
2147           exists $hash{'a'}                is true (Perl 5 only)
2148           grep ($_ eq 'a', keys %hash)     is true
2149
2150       Notice the last two: you have an undef value, but a defined key!
2151
2152       Now, consider this:
2153
2154           delete $hash{'a'}
2155
2156       your table now reads:
2157
2158             keys  values
2159           +------+------+
2160           |  x   |  7   |
2161           |  d   |  0   |
2162           |  e   |  2   |
2163           +------+------+
2164
2165       and these conditions now hold; changes in caps:
2166
2167           $hash{'a'}                       is false
2168           $hash{'d'}                       is false
2169           defined $hash{'d'}               is true
2170           defined $hash{'a'}               is false
2171           exists $hash{'a'}                is FALSE (Perl 5 only)
2172           grep ($_ eq 'a', keys %hash)     is FALSE
2173
2174       See, the whole entry is gone!
2175
2176   Why don't my tied hashes make the defined/exists distinction?
2177       This depends on the tied hash's implementation of EXISTS().  For
2178       example, there isn't the concept of undef with hashes that are tied to
2179       DBM* files. It also means that exists() and defined() do the same thing
2180       with a DBM* file, and what they end up doing is not what they do with
2181       ordinary hashes.
2182
2183   How do I reset an each() operation part-way through?
2184       (contributed by brian d foy)
2185
2186       You can use the "keys" or "values" functions to reset "each". To simply
2187       reset the iterator used by "each" without doing anything else, use one
2188       of them in void context:
2189
2190           keys %hash; # resets iterator, nothing else.
2191           values %hash; # resets iterator, nothing else.
2192
2193       See the documentation for "each" in perlfunc.
2194
2195   How can I get the unique keys from two hashes?
2196       First you extract the keys from the hashes into lists, then solve the
2197       "removing duplicates" problem described above. For example:
2198
2199           my %seen = ();
2200           for my $element (keys(%foo), keys(%bar)) {
2201               $seen{$element}++;
2202           }
2203           my @uniq = keys %seen;
2204
2205       Or more succinctly:
2206
2207           my @uniq = keys %{{%foo,%bar}};
2208
2209       Or if you really want to save space:
2210
2211           my %seen = ();
2212           while (defined ($key = each %foo)) {
2213               $seen{$key}++;
2214           }
2215           while (defined ($key = each %bar)) {
2216               $seen{$key}++;
2217           }
2218           my @uniq = keys %seen;
2219
2220   How can I store a multidimensional array in a DBM file?
2221       Either stringify the structure yourself (no fun), or else get the MLDBM
2222       (which uses Data::Dumper) module from CPAN and layer it on top of
2223       either DB_File or GDBM_File. You might also try DBM::Deep, but it can
2224       be a bit slow.
2225
2226   How can I make my hash remember the order I put elements into it?
2227       Use the Tie::IxHash from CPAN.
2228
2229           use Tie::IxHash;
2230
2231           tie my %myhash, 'Tie::IxHash';
2232
2233           for (my $i=0; $i<20; $i++) {
2234               $myhash{$i} = 2*$i;
2235           }
2236
2237           my @keys = keys %myhash;
2238           # @keys = (0,1,2,3,...)
2239
2240   Why does passing a subroutine an undefined element in a hash create it?
2241       (contributed by brian d foy)
2242
2243       Are you using a really old version of Perl?
2244
2245       Normally, accessing a hash key's value for a nonexistent key will not
2246       create the key.
2247
2248           my %hash  = ();
2249           my $value = $hash{ 'foo' };
2250           print "This won't print\n" if exists $hash{ 'foo' };
2251
2252       Passing $hash{ 'foo' } to a subroutine used to be a special case,
2253       though.  Since you could assign directly to $_[0], Perl had to be ready
2254       to make that assignment so it created the hash key ahead of time:
2255
2256           my_sub( $hash{ 'foo' } );
2257           print "This will print before 5.004\n" if exists $hash{ 'foo' };
2258
2259           sub my_sub {
2260               # $_[0] = 'bar'; # create hash key in case you do this
2261               1;
2262           }
2263
2264       Since Perl 5.004, however, this situation is a special case and Perl
2265       creates the hash key only when you make the assignment:
2266
2267           my_sub( $hash{ 'foo' } );
2268           print "This will print, even after 5.004\n" if exists $hash{ 'foo' };
2269
2270           sub my_sub {
2271               $_[0] = 'bar';
2272           }
2273
2274       However, if you want the old behavior (and think carefully about that
2275       because it's a weird side effect), you can pass a hash slice instead.
2276       Perl 5.004 didn't make this a special case:
2277
2278           my_sub( @hash{ qw/foo/ } );
2279
2280   How can I make the Perl equivalent of a C structure/C++ class/hash or array
2281       of hashes or arrays?
2282       Usually a hash ref, perhaps like this:
2283
2284           $record = {
2285               NAME   => "Jason",
2286               EMPNO  => 132,
2287               TITLE  => "deputy peon",
2288               AGE    => 23,
2289               SALARY => 37_000,
2290               PALS   => [ "Norbert", "Rhys", "Phineas"],
2291           };
2292
2293       References are documented in perlref and perlreftut.  Examples of
2294       complex data structures are given in perldsc and perllol. Examples of
2295       structures and object-oriented classes are in perlootut.
2296
2297   How can I use a reference as a hash key?
2298       (contributed by brian d foy and Ben Morrow)
2299
2300       Hash keys are strings, so you can't really use a reference as the key.
2301       When you try to do that, perl turns the reference into its stringified
2302       form (for instance, "HASH(0xDEADBEEF)"). From there you can't get back
2303       the reference from the stringified form, at least without doing some
2304       extra work on your own.
2305
2306       Remember that the entry in the hash will still be there even if the
2307       referenced variable  goes out of scope, and that it is entirely
2308       possible for Perl to subsequently allocate a different variable at the
2309       same address. This will mean a new variable might accidentally be
2310       associated with the value for an old.
2311
2312       If you have Perl 5.10 or later, and you just want to store a value
2313       against the reference for lookup later, you can use the core
2314       Hash::Util::Fieldhash module. This will also handle renaming the keys
2315       if you use multiple threads (which causes all variables to be
2316       reallocated at new addresses, changing their stringification), and
2317       garbage-collecting the entries when the referenced variable goes out of
2318       scope.
2319
2320       If you actually need to be able to get a real reference back from each
2321       hash entry, you can use the Tie::RefHash module, which does the
2322       required work for you.
2323
2324   How can I check if a key exists in a multilevel hash?
2325       (contributed by brian d foy)
2326
2327       The trick to this problem is avoiding accidental autovivification. If
2328       you want to check three keys deep, you might naïvely try this:
2329
2330           my %hash;
2331           if( exists $hash{key1}{key2}{key3} ) {
2332               ...;
2333           }
2334
2335       Even though you started with a completely empty hash, after that call
2336       to "exists" you've created the structure you needed to check for
2337       "key3":
2338
2339           %hash = (
2340                     'key1' => {
2341                                 'key2' => {}
2342                               }
2343                   );
2344
2345       That's autovivification. You can get around this in a few ways. The
2346       easiest way is to just turn it off. The lexical "autovivification"
2347       pragma is available on CPAN. Now you don't add to the hash:
2348
2349           {
2350               no autovivification;
2351               my %hash;
2352               if( exists $hash{key1}{key2}{key3} ) {
2353                   ...;
2354               }
2355           }
2356
2357       The Data::Diver module on CPAN can do it for you too. Its "Dive"
2358       subroutine can tell you not only if the keys exist but also get the
2359       value:
2360
2361           use Data::Diver qw(Dive);
2362
2363           my @exists = Dive( \%hash, qw(key1 key2 key3) );
2364           if(  ! @exists  ) {
2365               ...; # keys do not exist
2366           }
2367           elsif(  ! defined $exists[0]  ) {
2368               ...; # keys exist but value is undef
2369           }
2370
2371       You can easily do this yourself too by checking each level of the hash
2372       before you move onto the next level. This is essentially what
2373       Data::Diver does for you:
2374
2375           if( check_hash( \%hash, qw(key1 key2 key3) ) ) {
2376               ...;
2377           }
2378
2379           sub check_hash {
2380              my( $hash, @keys ) = @_;
2381
2382              return unless @keys;
2383
2384              foreach my $key ( @keys ) {
2385                  return unless eval { exists $hash->{$key} };
2386                  $hash = $hash->{$key};
2387               }
2388
2389              return 1;
2390           }
2391
2392   How can I prevent addition of unwanted keys into a hash?
2393       Since version 5.8.0, hashes can be restricted to a fixed number of
2394       given keys. Methods for creating and dealing with restricted hashes are
2395       exported by the Hash::Util module.
2396

Data: Misc

2398   How do I handle binary data correctly?
2399       Perl is binary-clean, so it can handle binary data just fine.  On
2400       Windows or DOS, however, you have to use "binmode" for binary files to
2401       avoid conversions for line endings. In general, you should use
2402       "binmode" any time you want to work with binary data.
2403
2404       Also see "binmode" in perlfunc or perlopentut.
2405
2406       If you're concerned about 8-bit textual data then see perllocale.  If
2407       you want to deal with multibyte characters, however, there are some
2408       gotchas. See the section on Regular Expressions.
2409
2410   How do I determine whether a scalar is a number/whole/integer/float?
2411       Assuming that you don't care about IEEE notations like "NaN" or
2412       "Infinity", you probably just want to use a regular expression (see
2413       also perlretut and perlre):
2414
2415           use 5.010;
2416
2417           if ( /\D/ )
2418               { say "\thas nondigits"; }
2419           if ( /^\d+\z/ )
2420               { say "\tis a whole number"; }
2421           if ( /^-?\d+\z/ )
2422               { say "\tis an integer"; }
2423           if ( /^[+-]?\d+\z/ )
2424               { say "\tis a +/- integer"; }
2425           if ( /^-?(?:\d+\.?|\.\d)\d*\z/ )
2426               { say "\tis a real number"; }
2427           if ( /^[+-]?(?=\.?\d)\d*\.?\d*(?:e[+-]?\d+)?\z/i )
2428               { say "\tis a C float" }
2429
2430       There are also some commonly used modules for the task.  Scalar::Util
2431       (distributed with 5.8) provides access to perl's internal function
2432       "looks_like_number" for determining whether a variable looks like a
2433       number. Data::Types exports functions that validate data types using
2434       both the above and other regular expressions. Thirdly, there is
2435       Regexp::Common which has regular expressions to match various types of
2436       numbers. Those three modules are available from the CPAN.
2437
2438       If you're on a POSIX system, Perl supports the "POSIX::strtod" function
2439       for converting strings to doubles (and also "POSIX::strtol" for longs).
2440       Its semantics are somewhat cumbersome, so here's a "getnum" wrapper
2441       function for more convenient access. This function takes a string and
2442       returns the number it found, or "undef" for input that isn't a C float.
2443       The "is_numeric" function is a front end to "getnum" if you just want
2444       to say, "Is this a float?"
2445
2446           sub getnum {
2447               use POSIX qw(strtod);
2448               my $str = shift;
2449               $str =~ s/^\s+//;
2450               $str =~ s/\s+$//;
2451               $! = 0;
2452               my($num, $unparsed) = strtod($str);
2453               if (($str eq '') || ($unparsed != 0) || $!) {
2454                       return undef;
2455               }
2456               else {
2457                   return $num;
2458               }
2459           }
2460
2461           sub is_numeric { defined getnum($_[0]) }
2462
2463       Or you could check out the String::Scanf module on the CPAN instead.
2464
2465   How do I keep persistent data across program calls?
2466       For some specific applications, you can use one of the DBM modules.
2467       See AnyDBM_File. More generically, you should consult the FreezeThaw or
2468       Storable modules from CPAN. Starting from Perl 5.8, Storable is part of
2469       the standard distribution. Here's one example using Storable's "store"
2470       and "retrieve" functions:
2471
2472           use Storable;
2473           store(\%hash, "filename");
2474
2475           # later on...
2476           $href = retrieve("filename");        # by ref
2477           %hash = %{ retrieve("filename") };   # direct to hash
2478
2479   How do I print out or copy a recursive data structure?
2480       The Data::Dumper module on CPAN (or the 5.005 release of Perl) is great
2481       for printing out data structures. The Storable module on CPAN (or the
2482       5.8 release of Perl), provides a function called "dclone" that
2483       recursively copies its argument.
2484
2485           use Storable qw(dclone);
2486           $r2 = dclone($r1);
2487
2488       Where $r1 can be a reference to any kind of data structure you'd like.
2489       It will be deeply copied. Because "dclone" takes and returns
2490       references, you'd have to add extra punctuation if you had a hash of
2491       arrays that you wanted to copy.
2492
2493           %newhash = %{ dclone(\%oldhash) };
2494
2495   How do I define methods for every class/object?
2496       (contributed by Ben Morrow)
2497
2498       You can use the "UNIVERSAL" class (see UNIVERSAL). However, please be
2499       very careful to consider the consequences of doing this: adding methods
2500       to every object is very likely to have unintended consequences. If
2501       possible, it would be better to have all your object inherit from some
2502       common base class, or to use an object system like Moose that supports
2503       roles.
2504
2505   How do I verify a credit card checksum?
2506       Get the Business::CreditCard module from CPAN.
2507
2508   How do I pack arrays of doubles or floats for XS code?
2509       The arrays.h/arrays.c code in the PGPLOT module on CPAN does just this.
2510       If you're doing a lot of float or double processing, consider using the
2511       PDL module from CPAN instead--it makes number-crunching easy.
2512
2513       See <https://metacpan.org/release/PGPLOT> for the code.
2514
2516       Copyright (c) 1997-2010 Tom Christiansen, Nathan Torkington, and other
2517       authors as noted. All rights reserved.
2518
2519       This documentation is free; you can redistribute it and/or modify it
2520       under the same terms as Perl itself.
2521
2522       Irrespective of its distribution, all code examples in this file are
2523       hereby placed into the public domain. You are permitted and encouraged
2524       to use this code in your own programs for fun or for profit as you see
2525       fit. A simple comment in the code giving credit would be courteous but
2526       is not required.
2527
2528
2529
2530perl v5.30.1                      2020-01-30                       perlfaq4(3)
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