happy man funny sticking tongue out

Over the past two years, I’ve got­ten back into play­ing Dungeons & Dragons, the famous table­top fan­ta­sy role-​playing game. As a soft­ware devel­op­er and musi­cian, one of my favorite char­ac­ter class­es to play is the bard, a mag­i­cal and inspir­ing per­former or word­smith. The list of basic bardic spells includes Vicious Mockery, enchant­i­ng ver­bal barbs that have the pow­er to psy­chi­cal­ly dam­age and dis­ad­van­tage an oppo­nent even if they don’t under­stand the words. (Can you see why this is so appeal­ing to a coder?)

Mocking has a role to play in soft­ware test­ing as well, in the form of mock objects that sim­u­late parts of a sys­tem that are too brit­tle, too slow, too com­pli­cat­ed, or oth­er­wise too finicky to use in real­i­ty. They enable dis­crete unit test­ing with­out rely­ing on depen­den­cies exter­nal to the code being test­ed. Mocks are great for data­bas­es, web ser­vices, or oth­er net­work resources where the goal is to test what you wrote, not what’s out in the cloud” somewhere.

Speaking of web ser­vices and mock­ing, one of my favorites is the long-​running FOAAS (link has lan­guage not safe for work), a sur­pris­ing­ly expan­sive RESTful insult ser­vice. There’s a cor­re­spond­ing Perl client API, of course, but what I was miss­ing was a handy Perl script to call that API from the ter­mi­nal com­mand line. So I wrote the fol­low­ing over Thanksgiving break, try­ing to keep it sim­ple while also show­ing the basics of mock­ing such an API. It also demon­strates some new­er Perl syn­tax and test­ing tech­niques as well as bri­an d foys mod­uli­no con­cept from Mastering Perl (sec­ond edi­tion, 2014) that mar­ries script and mod­ule into a self-​contained exe­cutable library.

#!/usr/bin/env perl

package Local::CallFOAAS;  # this is a modulino
use Test2::V0;             # enables strict, warnings, utf8

# declare all the new stuff we're using
use feature qw(say state);
use experimental qw(isa postderef signatures);
use Feature::Compat::Try;
use Syntax::Construct qw(non-destructive-substitution);

use WebService::FOAAS ();
use Package::Stash;
use Exception::Class (
    NoMethodException => {
        alias  => 'throw_no_method',
        fields => 'method',
    ServiceException => { alias => 'throw_service' },

my $foaas = Package::Stash->new('WebService::FOAAS');

my $run_as =
    !!$ENV{CPANTEST}       ? 'test'
  : !defined scalar caller ? 'run'
  :                          undef;
__PACKAGE__->$run_as(@ARGV) if defined $run_as;

sub run ( $class, @args ) {
    try { say $class->call_method(@args) }
    catch ($e) {
        die 'No method ', $e->method, "\n"
          if $e isa NoMethodException;
        die 'Service error: ', $e->error, "\n"
          if $e isa ServiceException;
        die "$e\n";

# Utilities

sub methods ($) {
    state @methods = sort map s/^foaas_(.+)/$1/r,
      grep /^foaas_/, $foaas->list_all_symbols('CODE');
    return @methods;

sub call_method ( $class, $method = '', @args ) {
    state %methods = map { $_ => 1 } $class->methods();
    throw_no_method( method => $method )
      unless $methods{$method};
    return do {
        try { $foaas->get_symbol("&$method")->(@args) }
        catch ($e) { throw_service( error => $e ) }

# Testing

sub test ( $class, @ ) {
    state $stash = Package::Stash->new($class);
    state @tests = sort grep /^_test_/,

    for my $test (@tests) {
        subtest $test => sub {
            try { $class->$test() }
            catch ($e) { diag $e }

sub _test_can ($class) {
    state @subs = qw(run call_method methods test);
    can_ok( $class, \@subs, "can do: @subs" );

sub _test_methods ($class) {
    my $mock = mock 'WebService::FOAAS' => ( track => 1 );

    for my $method ( $class->methods() ) {
        $mock->override( $method => 1 );

        ok lives { $class->call_method($method) },
          "$method lives";
        ok scalar $mock->sub_tracking->{$method}->@*,
          "$method called";

sub _test_service_failure ($class) {
    my $mock = mock 'WebService::FOAAS';

    for my $method ( $class->methods() ) {
        $mock->override( $method => sub { die 'mocked' } );

        my $exception =
          dies { $class->call_method($method) };
        isa_ok $exception, ['ServiceException'],
          "$method throws ServiceException on failure";
        like $exception->error, qr/^mocked/,
          "correct error in $method exception";


Let’s walk through the code above.


First, there’s a gener­ic she­bang line to indi­cate that Unix and Linux sys­tems should use the perl exe­cutable found in the user’s PATH via the env com­mand. I declare a pack­age name (in the Local:: name­space) so as not to pol­lute the default main pack­age of oth­er scripts that might want to require this as a mod­ule. Then I use the Test2::V0 bun­dle from Test2::Suite since the embed­ded test­ing code uses many of its func­tions. This also has the side effect of enabling the strict, warn­ings, and utf8 prag­mas, so there’s no need to explic­it­ly use them here.

(Why Test2 instead of Test::More and its deriv­a­tives and add-​ons? Both are main­tained by the same author, who rec­om­mends the for­mer. I’m see­ing more and more mod­ules using it, so I thought this would be a great oppor­tu­ni­ty to learn.)

I then declare all the new-​ish Perl fea­tures I’d like to use that need to be explic­it­ly enabled so as not to sac­ri­fice back­ward com­pat­i­bil­i­ty with old­er ver­sions of Perl 5. As of this writ­ing, some of these fea­tures (the isa class instance oper­a­tor, named argu­ment sub­rou­tine sig­na­tures, and try/​catch excep­tion han­dling syn­tax) are con­sid­ered experimental, with the lat­ter enabled in old­er ver­sions of Perl via the Feature::Compat::Try mod­ule. The friend­lier post­fix deref­er­enc­ing syn­tax was main­lined in Perl ver­sion 5.24, but ver­sions 5.20 and 5.22 still need it exper­i­men­tal. Finally, I use Syntax::Construct to announce the /r flag for non-​destructive reg­u­lar expres­sion text sub­sti­tu­tions intro­duced in ver­sion 5.14.

Next, I bring in the afore­men­tioned FOAAS Perl API with­out import­ing any of its func­tions, Package::Stash to make metapro­gram­ming eas­i­er, and a cou­ple of excep­tion class­es so that the com­mand line func­tion and oth­er con­sumers might bet­ter tell what caused a fail­ure. In prepa­ra­tion for the meth­ods below dynam­i­cal­ly dis­cov­er­ing what func­tions are pro­vid­ed by WebService::FOAAS, I gath­er up its sym­bol table (or stash) into the $foaas variable.

The next block deter­mines how, if at all, I’m going to run the code as a script. If the CPANTEST envi­ron­ment vari­able is set, I’ll call the test class method sub, but if there’s no sub­rou­tine call­ing me I’ll exe­cute the run class method. Either will receive the com­mand line argu­ments from @ARGV. If nei­ther of these con­di­tions is true, do noth­ing; the rest of the code is method declarations.

Modulino methods, metaprogramming, and exceptions

The first of these is the run method. It’s a thin wrap­per around the call_method class method detailed below, either out­putting its result or dieing with an appro­pri­ate error depend­ing on the class of excep­tion thrown. Although I chose not to write tests for this out­put, future tests might call this method and catch these rethrown excep­tions to match against them. The mes­sages end with a \n new­line char­ac­ter so die knows not to append the cur­rent script line number.

Next is a util­i­ty method called methods that uses Package::Stash’s list_all_symbols to retrieve the names of all named CODE blocks (i.e., subs) from WebService::FOAAS’s sym­bol table. Reading from right to left, these are then fil­tered with grep to only find those begin­ning in foaas_ and then trans­formed with map to remove that pre­fix. The list is then sorted and stored in a state vari­able and returned so it need not be ini­tial­ized again.

(As an aside, although perlcritic stern­ly warns against it I’ve cho­sen the expres­sion forms of grep and map here over their block forms for sim­plic­i­ty’s sake. It’s OK to bend the rules if you have a good reason.)

sub call_method is where the real action takes place. Its para­me­ters are the class that called it, the name of a FOAAS $method (default­ed to the emp­ty string), and an array of option­al argu­ments in @args. I build a hash or asso­cia­tive array from the ear­li­er methods method which I then use to see if the passed method name is one I know about. If not, I throw a NoMethodException using the throw_no_method alias func­tion cre­at­ed when I used Exception::Class at the begin­ning. Using a func­tion instead of NoMethodException->throw() means that it’s checked at com­pile time rather than run­time, catch­ing typos.

I get the sub­rou­tine (denot­ed by a & sig­il) named by $method from the $foaas stash and pass it any fur­ther received argu­ments from @args. If that WebService::FOAAS sub­rou­tine throws an excep­tion it’ll be caught and re-​thrown as a ServiceException; oth­er­wise call_method returns the result. It’s up to the caller to deter­mine what, if any­thing, to do with that result or any thrown exceptions.

Testing the modulino with mocks

This is where I start using those Test2::Suite tools I men­tioned at the begin­ning. The test class method starts by build­ing a fil­tered list of all subs begin­ning with _test_ in the cur­rent class, much like methods did above with WebService::FOAAS. I then loop through that list of subs, run­ning each as a subtest con­tain­ing a class method with any excep­tions report­ed as diag­nos­tics.

The rest of the mod­uli­no is sub­test meth­ods, start­ing with a sim­ple _test_can san­i­ty check for the pub­lic meth­ods in the class. Following that is _test_methods, which starts by mocking the WebService::FOAAS pack­age and telling Test2::Mock I want to track any added, over­rid­den, or set subs. I then loop through all the method names returned by the methods class method, overrideing each one to return a sim­ple true val­ue. I then test pass­ing those names to call_method and use the hash ref­er­ence returned by sub_tracking to check that the over­rid­den sub was called. This seems a lot sim­pler than the Test::Builder-based mock­ing libraries I’ve tried like Test::MockModule and Test::MockObject.

_test_service_failure acts in much the same way, check­ing that call_method cor­rect­ly throws ServiceExceptions if the wrapped WebService::FOAAS func­tion dies. The main dif­fer­ence is that the mocked WebService::FOAAS subs are now over­rid­den with a code ref­er­ence (sub { die 'mocked' }), which call_method uses to pop­u­late the rethrown ServiceExceptions error field.

Wrapping up

With luck, this arti­cle has giv­en you some ideas, whether it’s in mak­ing scripts (per­haps lega­cy code) testable to improve them, or writ­ing bet­ter unit tests that mock depen­den­cies, or delv­ing a lit­tle into metapro­gram­ming so you can dynam­i­cal­ly sup­port and test new fea­tures of said depen­den­cies. I hope you haven’t come away too offend­ed, at least. Let me know in the com­ments what you think.

I’m busy this week host­ing my par­ents’ first vis­it to Houston, but I didn’t want to let this Tuesday go by with­out link­ing to my talk from last week’s Ephemeral Miniconf. Thanks so much to Thibault Duponchelle for orga­niz­ing such a ter­rif­ic event, to all the oth­er speak­ers for com­ing togeth­er to present, and to every­one who attend­ed for wel­com­ing me.

woman using a laptop with her daughter

Inspired by my par­ents com­ing to vis­it at the end of the week, I thought I’d write about how Perl class­es can have par­ents” as well, from which they inher­it meth­ods. Although it might seem on the sur­face as though there’s more than one way to do it, these tech­niques all share the same under­ly­ing mechanism.

Where it all BEGINs: @ISA

Perl class­es are just repur­posed packages, i.e., a name­space for vari­ables and sub­rou­tines. The two key dif­fer­ences are:

If you want­ed to do every­thing by hand at the low­est lev­el, you could make a sub­class at com­pile time like this:

package Local::MyChildClass;
BEGIN { # don't do this:
    require Local::MyParentClass;
    push @ISA, 'Local::MyParentClass';

Don’t do that though, because we have…

base and parent

In 1997 Perl 5.004_04 intro­duced the base prag­ma (back when Perl used that kind of ver­sion­ing scheme; in these days of seman­tic ver­sion­ing we’d call it ver­sion 5.4.4). It does the above BEGIN block in a sin­gle line:

use base 'Local::MyParentClass'; # don't do this unless you're also using fields

You might see use base in old­er code espe­cial­ly if it’s also using the fields prag­ma. However, Perl devel­op­ers dis­cour­age both as the for­mer silences cer­tain mod­ule load­ing errors while the lat­ter is at odds with the object-​oriented pro­gram­ming prin­ci­ple of encap­su­la­tion.

So use parent instead, which Perl has includ­ed since ver­sion 5.10.1 in 2009:

use parent 'Local::MyParentClass';

A cou­ple of years ago my Newfold Digital col­league David Oswald cre­at­ed a fork of par­ent called parent::versioned that sup­ports spec­i­fy­ing the low­est ver­sion for super­class­es. You call it like this:

use parent::versioned ['Local::MyParentClass' => 1.23];

Within an OO system

There are dozens of object-​oriented pro­gram­ming sys­tems on CPAN that pro­vide syn­tac­tic sug­ar and extra fea­tures to Perl’s min­i­mal but flex­i­ble basics. Two of the more pop­u­lar ones, Moose and Moo, offer an extends key­word that you should use instead of use parent so that your sub­class­es may take advan­tage of their features:

package Local::MyChildClass;
use Moo;
extends 'Local::MyParentClass';

Moose can also spec­i­fy a required super­class version:

package Local::MyChildClass;
use Moose;
extends 'Local::MyParentClass' => {-version => 1.23};

Also, use the MooseX::NonMoose mod­ule when extend­ing non-​Moose class­es, again so you get Moose fea­tures even though your meth­ods are com­ing from some­where else:

package Local::MyMooseClass;
use Moose;
use MooseX::NonMoose;
extends 'Local::MyPlainParentClass';

The exper­i­men­tal Object::Pad mod­ule spec­i­fies a sin­gle super­class while defin­ing the class name with an option­al ver­sion. Per the author’s sug­gest­ed file lay­out, includ­ing a required min­i­mum ver­sion, it would look like:

use Object::Pad 0.41;
package Local::MyChildClass;
class Local::MyChildClass isa Local::MyParentClass 1.23;

Object::Pad and Corinna, its inspi­ra­tion, are works in progress so this syn­tax isn’t set in stone. The latter’s design­er Curtis Ovid” Poe blogged ear­li­er this week about con­sid­er­ing a more self-​consistent syntax.

Multiple inheritance vs. roles

To quote the Perl doc­u­men­ta­tion, mul­ti­ple inher­i­tance often indi­cates a design prob­lem, but Perl always gives you enough rope to hang your­self with if you ask for it.” All the tech­niques described above except for Object::Pad sup­port mul­ti­ple inher­i­tance by spec­i­fy­ing a list of super­class­es. For example:

package Local::MyChildClass;
use parent qw(Local::MyParentClass1 Local::MyParentClass2);

If you’re using roles instead of or on top of super­class­es (I’ve seen both sit­u­a­tions) and your OO sys­tem doesn’t sup­port them on its own, you can use the Role::Tiny mod­ule, first by describ­ing your role in one pack­age and then con­sum­ing it in another:

package Local::DoesSomething;
use Role::Tiny;


package Local::MyConsumer;
use Role::Tiny::With;
with 'Local::DoesSomething';



Moo::Role uses Role::Tiny under the hood and Moo can com­pose roles from either. The syn­tax for both Moo and Moose is similar:

package Local::DoesSomething;
use Moo::Role; # or "use Moose::Role;"


package Local::MyConsumer;
use Moo; # or "use Moose;"
with 'Local::DoesSomething';



Object::Pad spec­i­fies roles with the role key­word, and both class­es and roles use does to con­sume them:

use Object::Pad 0.56;
package Local::DoesSomething;
role Local::DoesSomething does Local::DoesSomethingElse;


use Object::Pad 0.56;
package Local::MyConsumer;
class Local::MyConsumer does Local::DoesSomething;



The pre­vi­ous caveat about pos­si­ble changes to this syn­tax applies.

Like parent, (sort of) like child

Of course, the whole point of inher­i­tance or role con­sump­tion is so your child or con­sumer class can reuse func­tions and meth­ods. Each of the tech­niques above has its ways of over­rid­ing that code, from the Perl built-​in SUPER pseudo-​class to Moose’s override and super key­words, to Moose’s and Moo’s method mod­i­fiers. (You can use the lat­ter out­side of Moo since it’s pro­vid­ed by Class::Method::Modifiers.)

I’ve writ­ten about choos­ing between over­rid­ing and mod­i­fy­ing meth­ods before, and when it comes to Moose and Moo code I’m now on the side of using the around method mod­i­fi­er if a method needs to call an inher­it­ed or con­sumed method of the same name. Object::Pad doesn’t have method mod­i­fiers (yet), so classes that use it will have to sat­is­fy them­selves with SUPER in their methods with an :override attribute that will throw an error if a par­ent doesn’t also pro­vide the same method.

The Parent Wrap

In the end, your choice of Perl OO sys­tem will deter­mine how (or whether) you han­dle inher­i­tance and may even be a decid­ing fac­tor. Which would you choose? And more impor­tant­ly, have I made my par­ents proud with this post?

After a lot of pro­cras­ti­na­tion, I’ve decid­ed my talk for this week’s ePhEmeRaL mini­conf will be Cunningham’s Law: A Year of Being Wrong on the Internet, or «prêch­er le faux pour savoir le vrai.»

The event starts at 8:00 AM CST on Thursday, November 18; you can find out more about it includ­ing the full sched­ule and a time zone con­vert­er here.

animal antler big close up

At my work, we exten­sive­ly use the Moose object sys­tem to take care of what would ordi­nar­i­ly be very tedious boil­er­plate object-​oriented Perl code. In one part of the code­base, we have a fam­i­ly of class­es that, among oth­er things, map Perl meth­ods to the names of var­i­ous calls in a third-​party API with­in our larg­er orga­ni­za­tion. Those pri­vate Perl meth­ods are in turn called from pub­lic meth­ods pro­vid­ed by roles con­sumed by these class­es so that oth­er areas aren’t con­cerned with said API’s details.

Without going into too many specifics, I had a bunch of class­es all with sec­tions that looked like this:

sub _create_method    { return 'api_add'     }
sub _retrieve_method  { return 'api_info'    }
sub _search_method    { return 'api_list'    }
sub _update_method    { return 'api_update'  }
sub _cancel_method    { return 'api_remove'  }
sub _suspend_method   { return 'api_disable' }
sub _unsuspend_method { return 'api_restore' }

... # etc.

The val­ues returned by these very sim­ple meth­ods might dif­fer from class to class depend­ing on the API call need­ed, and dif­fer­ent class­es might have a dif­fer­ent mix of these meth­ods depend­ing on what roles they consume.

These meth­ods had built up over time as devel­op­ers had expand­ed the class­es’ func­tion­al­i­ty, and this week it was my turn. I decid­ed to apply the DRY (don’t repeat your­self) prin­ci­ple and cre­ate them from a sim­ple hash table like so:

my %METHOD_MAP = (
  _create_method    => 'api_add',
  _retrieve_method  => 'api_info',
  _search_method    => 'api_list',
  _update_method    => 'api_update',
  _cancel_method    => 'api_remove',
  _suspend_method   => 'api_disable',
  _unsuspend_method => 'api_restore',

At first, I thought to myself, These look like pri­vate read-​only attrib­ut­es!” So I wrote:

use Moose;


has $_ => (
  is       => 'ro',
  init_arg => undef,
  default  => $METHOD_MAP{$_},
) for keys %METHOD_MAP;

Of course, I’d have to move the class­es’ with state­ments after these def­i­n­i­tions so the roles they con­sume could see” these runtime-​defined attrib­ut­es. But some of the meth­ods used to read these are class meth­ods (e.g., called as ClassName->foo() rather than $object->foo()), and Moose attrib­ut­es are only set after the con­struc­tion of a class instance.

Then I thought, Hey, Moose has a MOP (meta-​object pro­to­col)! I’ll use that to gen­er­ate these meth­ods at runtime!”

my $meta = __PACKAGE__->meta;

while (my ($method, $api_call) = each %METHOD_MAP) {
    $meta->add_method( $method => sub {$api_call} );

The add_method doc­u­men­ta­tion strong­ly encourage[s]” you to pass a metamethod object rather than a code ref­er­ence, though, so that would look like:

use Moose::Meta::Method;

my $meta = __PACKAGE__->meta;

while (my ($method, $api_call) = each %METHOD_MAP) {
    $meta->add_method( $method = Moose::Meta::Method->wrap(
      sub {$api_call}, __PACKAGE__, $meta,

This was get­ting ugly. There had to be a bet­ter way, and for­tu­nate­ly there was in the form of Dave Rolskys MooseX::ClassAttribute mod­ule. It sim­pli­fies the above to:

use MooseX::ClassAttribute;

class_has $_ => (
  is      => 'ro',
  default => $METHOD_MAP{$_},
) for keys %METHOD_MAP;

Note there’s no need for init_arg => undef to pre­vent set­ting the attribute in the con­struc­tor. Although they’re still Moose attrib­ut­es, they act like class meth­ods so long as the class con­sumes the roles that require them after the attribute definitions.

Lastly, if we were using Moo as a light­weight alter­na­tive to Moose, I could have instead select­ed Toby Inksters MooX::ClassAttribute. Although it has some caveats, it’s pret­ty much the only alter­na­tive to our ini­tial class method def­i­n­i­tions as Moo lacks a meta-​object pro­to­col.

The les­son as always is to check CPAN (or the appro­pri­ate mix of your language’s soft­ware repos­i­to­ry, forums like Stack Overflow, etc.) for any­thing that could con­ceiv­ably have appli­ca­tion out­side of your par­tic­u­lar cir­cum­stances. Twenty-​five years into my career and I’m still leap­ing into code with­out first con­sid­er­ing that some­one smarter than me has already done the work.

Template proces­sors and engines are one of those pieces of soft­ware where it seems every devel­op­er wants to rein­vent the wheel. Goodness knows I’ve done it ear­li­er in my career. Tell me if this sounds familiar:

  1. You need to mix data into a doc­u­ment so you start with Perl’s string inter­po­la­tion in "dou­ble quotes" or sprintf for­mats. (Or maybe you inves­ti­gate formats, but the less said about them the bet­ter.)
  2. You real­ize your doc­u­ments need to dis­play things based on cer­tain con­di­tions, or you want to loop over a list or some oth­er structure.
  3. You add these fea­tures via key­word pars­ing and escape char­ac­ters, think­ing it’s OK since this is just a small bespoke project.
  4. Before you know it you’ve invent­ed anoth­er domain-​specific lan­guage (DSL) and have to sup­port it on top of the appli­ca­tion you were try­ing to deliv­er in the first place.

Stop. Just stop. Decades of oth­ers who have walked this same path have already done this for you. Especially if you’re using a web frame­work like Dancer, Mojolicious, or Catalyst, where the tem­plate proces­sor is either built-​in or plug­gable from CPAN. Even if you’re not devel­op­ing a web appli­ca­tion there are sev­er­al general-​purpose options of var­i­ous capa­bil­i­ties like Template Toolkit and Template::Mustache. Investigate the alter­na­tives and deter­mine if they have the fea­tures, per­for­mance, and sup­port you need. If you’re sure none of them tru­ly meet your unique require­ments, then maybe, maybe con­sid­er rolling your own.

Whatever you decide, real­ize that as your appli­ca­tion or web­site grows your invest­ment in that selec­tion will only deep­en. Porting to a new tem­plate proces­sor can be as chal­leng­ing as port­ing any source code to a new pro­gram­ming language.

Unfortunately, there are about as many opin­ions on how to choose a tem­plate proces­sor as there are tem­plate proces­sors. For exam­ple, in 2013 Roland Koehler wrote a good Python-​oriented arti­cle on sev­er­al con­sid­er­a­tions and the dif­fer­ent approach­es avail­able. Although he end­ed up devel­op­ing his own (quelle sur­prise), he makes a good case that a tem­plate proces­sor ought to at least pro­vide var­i­ous log­ic con­structs as well as embed­ded expres­sions, if not a full pro­gram­ming lan­guage. Koehler specif­i­cal­ly warns against the lat­ter, though, as a tem­plate devel­op­er might change an application’s data mod­el, to say noth­ing of the pos­si­bil­i­ty of exe­cut­ing arbi­trary destruc­tive code.

I can appre­ci­ate this rea­son­ing. I’ve suc­cess­ful­ly used Perl tem­plate proces­sors like the afore­men­tioned Template::Toolkit (which has both log­ic direc­tives and an option­al facil­i­ty for eval­u­at­ing Perl code) and Text::Xslate (which sup­ports sev­er­al tem­plate syn­tax­es includ­ing a sub­set of Template::Toolkits, but with­out the abil­i­ty to embed Perl code). We use the lat­ter at work com­bined with Text::Xslate::Bridge::TT2Likes emu­la­tion of var­i­ous Template::Toolkit vir­tu­al meth­ods and it’s served us well.

But using those mod­ules’ DSLs means more sophis­ti­cat­ed tasks need extra time and effort find­ing the cor­rect log­ic and expres­sions. This also assumes that their designer(s) have antic­i­pat­ed my needs either through built-​in fea­tures or exten­sions. I’m already writ­ing Perl; why should I switch to anoth­er, more lim­it­ed lan­guage and envi­ron­ment pro­vid­ed I can remain dis­ci­plined enough to avoid issues like those described above by Koehler?

So for my per­son­al projects, I favor tem­plate proces­sors that use the full pow­er of the Perl lan­guage like Mojolicious’ embed­ded Perl ren­der­er or the ven­er­a­ble Text::Template for non-​web appli­ca­tions. It saves me time and I’ll like­ly want more than any DSL can pro­vide. This may not apply to your sit­u­a­tion, though, and I’m open to counter-arguments.

What’s your favorite tem­plate proces­sor and why? Let me know in the comments.

woman looking at the map

Six months ago I gave an overview of Perl’s list pro­cess­ing fun­da­men­tals, briefly describ­ing what lists are and then intro­duc­ing the built-​in map and grep func­tions for trans­form­ing and fil­ter­ing them. Later on, I com­piled a list (how appro­pri­ate) of list pro­cess­ing mod­ules avail­able via CPAN, not­ing there’s some con­fus­ing dupli­ca­tion of effort. But you’re a busy devel­op­er, and you just want to know the Right Thing To Do™ when faced with a list pro­cess­ing challenge.

First, some cred­it is due: these are all restate­ments of sev­er­al Perl::Critic poli­cies which in turn cod­i­fy stan­dards described in Damian Conway’s Perl Best Practices (2005). I’ve repeat­ed­ly rec­om­mend­ed the lat­ter as a start­ing point for higher-​quality Perl devel­op­ment. Over the years these prac­tices con­tin­ue to be re-​evaluated (includ­ing by the author him­self) and var­i­ous authors release new pol­i­cy mod­ules, but perlcritic remains a great tool for ensur­ing you (and your team or oth­er con­trib­u­tors) main­tain a con­sis­tent high stan­dard in your code.

With that said, on to the recommendations!

Don’t use grep to check if any list elements match

It might sound weird to lead off by rec­om­mend­ing not to use grep, but some­times it’s not the right tool for the job. If you’ve got a list and want to deter­mine if a con­di­tion match­es any item in it, you might try:

if (grep { some_condition($_) } @my_list) {
    ... # don't do this!

Yes, this works because (in scalar con­text) grep returns the num­ber of match­es found, but it’s waste­ful, check­ing every ele­ment of @my_list (which could be lengthy) before final­ly pro­vid­ing a result. Use the stan­dard List::Util module’s any func­tion, which imme­di­ate­ly returns (“short-​circuits”) on the first match:

use List::Util 1.33 qw(any);

if (any { some_condition($_) } @my_list) {
... # do something

Perl has includ­ed the req­ui­site ver­sion of this mod­ule since ver­sion 5.20 in 2014; for ear­li­er releas­es, you’ll need to update from CPAN. List::Util has many oth­er great list-​reduction, key/​value pair, and oth­er relat­ed func­tions you can import into your code, so check it out before you attempt to re-​invent any wheels.

As a side note for web devel­op­ers, the Perl Dancer frame­work also includes an any key­word for declar­ing mul­ti­ple HTTP routes, so if you’re mix­ing List::Util in there don’t import it. Instead, call it explic­it­ly like this or you’ll get an error about a rede­fined function:

use List::Util 1.33;

if (List::Util::any { some_condition($_) } @my_list) {
... # do something

This rec­om­men­da­tion is cod­i­fied in the BuiltinFunctions::ProhibitBooleanGrep Perl::Critic pol­i­cy, comes direct­ly from Perl Best Practices, and is rec­om­mend­ed by the Software Engineering Institute Computer Emergency Response Team (SEI CERT)’s Perl Coding Standard.

Don’t change $_ in map or grep

I men­tioned this back in March, but it bears repeat­ing: map and grep are intend­ed as pure func­tions, not muta­tors with side effects. This means that the orig­i­nal list should remain unchanged. Yes, each ele­ment alias­es in turn to the $_ spe­cial vari­able, but that’s for speed and can have sur­pris­ing results if changed even if it’s tech­ni­cal­ly allowed. If you need to mod­i­fy an array in-​place use some­thing like:

for (@my_array) {
$_ = ...; # make your changes here

If you want some­thing that looks like map but won’t change the orig­i­nal list (and don’t mind a few CPAN depen­den­cies), con­sid­er List::SomeUtilsapply function:

use List::SomeUtils qw(apply);

my @doubled_array = apply {$_ *= 2} @old_array;

Lastly, side effects also include things like manip­u­lat­ing oth­er vari­ables or doing input and out­put. Don’t use map or grep in a void con­text (i.e., with­out a result­ing array or list); do some­thing with the results or use a for or foreach loop:

map { print foo($_) } @my_array; # don't do this
print map { foo($_) } @my_array; # do this instead

map { push @new_array, foo($_) } @my_array; # don't do this
@new_array = map { foo($_) } @my_array; # do this instead

This rec­om­men­da­tion is cod­i­fied by the BuiltinFunctions::ProhibitVoidGrep, BuiltinFunctions::ProhibitVoidMap, and ControlStructures::ProhibitMutatingListFunctions Perl::Critic poli­cies. The lat­ter comes from Perl Best Practices and is an SEI CERT Perl Coding Standard rule.

Use blocks with map and grep, not expressions

You can call map or grep like this (paren­the­ses are option­al around built-​in functions):

my @new_array  = map foo($_), @old_array; # don't do this
my @new_array2 = grep !/^#/, @old_array; # don't do this

Or like this:

my @new_array  = map { foo($_) } @old_array;
my @new_array2 = grep {!/^#/} @old_array;

Do it the sec­ond way. It’s eas­i­er to read, espe­cial­ly if you’re pass­ing in a lit­er­al list or mul­ti­ple arrays, and the expres­sion forms can con­ceal bugs. This rec­om­men­da­tion is cod­i­fied by the BuiltinFunctions::RequireBlockGrep and BuiltinFunctions::RequireBlockMap Perl::Critic poli­cies and comes from Perl Best Practices.

Refactor multi-​statement maps, greps, and other list functions

map, grep, and friends should fol­low the Unix phi­los­o­phy of Do One Thing and Do It Well.” Your read­abil­i­ty and main­tain­abil­i­ty drop with every state­ment you place inside one of their blocks. Consider junior devel­op­ers and future main­tain­ers (this includes you!) and refac­tor any­thing with more than one state­ment into a sep­a­rate sub­rou­tine or at least a for loop. This goes for list pro­cess­ing func­tions (like the afore­men­tioned any) import­ed from oth­er mod­ules, too.

This rec­om­men­da­tion is cod­i­fied by the Perl Best Practices-inspired BuiltinFunctions::ProhibitComplexMappings and BuiltinFunctions::RequireSimpleSortBlock Perl::Critic poli­cies, although those only cov­er map and sort func­tions, respectively.

Do you have any oth­er sug­ges­tions for list pro­cess­ing best prac­tices? Feel free to leave them in the com­ments or bet­ter yet, con­sid­er cre­at­ing new Perl::Critic poli­cies for them or con­tact­ing the Perl::Critic team to devel­op them for your organization.

Look, I get it. You don’t like the Perl pro­gram­ming lan­guage or have oth­er­wise dis­re­gard­ed it as dead.” (Or per­haps you haven’t, in which case please check out my oth­er blog posts!) It has weird noisy syn­tax, mix­ing reg­u­lar expres­sions, sig­ils on vari­able names, var­i­ous braces and brack­ets for data struc­tures, and a menagerie of cryp­tic spe­cial vari­ables. It’s old: 34 years in December, with a his­to­ry of (some­times ama­teur) devel­op­ers that have used and abused that syn­tax to ship code of ques­tion­able qual­i­ty. Maybe you grudg­ing­ly accept its util­i­ty but think it should die grace­ful­ly, main­tained only to run lega­cy applications.

But you know what? Perl’s still going. It’s had a steady cadence of year­ly releas­es for the past decade, intro­duc­ing new fea­tures and fenc­ing in bad behav­ior while main­tain­ing an admirable lev­el of back­ward com­pat­i­bil­i­ty. Yes, there was a too-​long adven­ture devel­op­ing what start­ed as Perl 6, but that lan­guage now has its own iden­ti­ty as Raku and even has facil­i­ties for mix­ing Perl with its native code or vice versa.

And then there’s CPAN, the Comprehensive Perl Archive Network: a continually-​updated col­lec­tion of over 200,000 open-​source mod­ules writ­ten by over 14,000 authors, the best of which are well-​tested and ‑doc­u­ment­ed (apply­ing peer pres­sure to those that fall short), pre­sent­ed through a search engine and front-​end built by scores of con­trib­u­tors. Through CPAN you can find dis­tri­b­u­tions for things like:

All of this is avail­able through a mature instal­la­tion tool­chain that doesn’t break from month to month.

Finally and most impor­tant­ly, there’s the glob­al Perl com­mu­ni­ty. The COVID-​19 pan­dem­ic has put a damper on the hun­dreds of glob­al Perl Mongers groups’ mee­tups, but that hasn’t stopped the year­ly Perl and Raku Conference from meet­ing vir­tu­al­ly. (In the past there have also been year­ly European and Asian con­fer­ences, occa­sion­al for­ays into South America and Russia, as well as hackathons and work­shops world­wide.) There are IRC servers and chan­nels for chat, mail­ing lists galore, blogs (yes, apart from this one), and a quirky social net­work that pre­dates Facebook and Twitter.

So no, Perl isn’t dead or even dying, but if you don’t like it and favor some­thing new­er, that’s OK! Technologies can coex­ist on their own mer­its and advo­cates of one don’t have to beat down their con­tem­po­raries to be suc­cess­ful. Perl hap­pens to be battle-​tested (to bor­row a term from my friend Curtis Ovid” Poe), it runs large parts of the Web (speak­ing from direct and ongo­ing expe­ri­ence in the host­ing busi­ness here), and it’s still evolv­ing to meet the needs of its users.

Whether learn­ing a pro­gram­ming lan­guage, work­ing through a prob­lem, or try­ing to under­stand a new library, it may be tempt­ing to flail around craft­ing just the right search engine query or cry for help on a forum like Stack Overflow. But look at any guide to ask­ing good ques­tions and you’ll find this com­mand­ment at the top: do your research. And one of the pri­ma­ry sources of that research is the offi­cial doc­u­men­ta­tion for the lan­guage or library in question.

The perldoc command

Fortunately, Perl and its mod­ules come installed with exten­sive doc­u­men­ta­tion, also avail­able on the Web. Locally, you can use the perldoc command-​line pro­gram, or if you have the doc­u­men­ta­tion installed as Linux/​Unix man pages (short for man­u­al pages) you can use the stan­dard man com­mand. Because that isn’t always the case and because it has more Perl-​specific options, I rec­om­mend perldoc.

Note that if you’re using the Perl pro­vid­ed by your oper­at­ing sys­tem dis­tri­b­u­tion you may not have any doc­u­men­ta­tion installed at all with­out a sep­a­rate pack­age. For exam­ple, Ubuntu Linux calls this pack­age perl-doc; you can install it with this command:

sudo apt-get install perl-doc

(Splitting Perl across sev­er­al pack­ages is a com­mon oper­at­ing sys­tem dis­tri­b­u­tion tac­tic; it’s one of the rea­sons I rec­om­mend installing your own Perl.)

Once you’re sure you have the com­mand avail­able, run the fol­low­ing com­mand to get an intro­duc­tion to the Perl pro­gram­ming language:

perldoc perlintro

All of the built-​in doc­u­men­ta­tion begins with perl” as above, so you can say perldoc perlrun to find out how to exe­cute Perl, perldoc perlfaq to get a direc­to­ry of fre­quent­ly asked ques­tions, or perldoc perltoc for a table of con­tents list­ing every­thing available.

As I men­tioned above, the perldoc com­mand has sev­er­al use­ful options. You can run perldoc perldoc for a full descrip­tion, but here are some highlights:

  • perldoc -h: a brief help message
  • perldoc -f function: describe a spe­cif­ic func­tion from perlfunc
  • perldoc -q regular-expression: search the ques­tions in the var­i­ous perlfaq documents
  • perldoc -v variable-name: describe a spe­cif­ic pre­de­fined vari­able from perlvar

The last argu­ment to perldoc can be a doc­u­men­ta­tion page as described ear­li­er, an installed mod­ule, a Perl pro­gram name in your path, or the URL to a Perl mod­ule or Plain Old Documentation (POD) file.

The Perldoc Browser website

You may have noticed a num­ber of links above to the perldoc.perl.org web­site. This is a great friend­ly resource if you pre­fer read­ing in a web brows­er, and you can use fea­tures like bookmarks/​favorites and send­ing hyper­links to oth­ers. It has a search engine and you can even switch between dif­fer­ent Perl ver­sions (includ­ing development).


Perl is more than the lan­guage and its stan­dard mod­ules. The Comprehensive Perl Archive Network (CPAN) has over 200,000 open-​source Perl mod­ules con­tributed by authors all over the world, solv­ing com­mon and not-​so-​common soft­ware devel­op­ment prob­lems from asyn­chro­nous pro­gram­ming to XML devel­op­ment.

In addi­tion to using the perldoc com­mand described ear­li­er to under­stand locally-​installed mod­ules, you can use the MetaCPAN web sites search engine (in both reg­u­lar and reg­u­lar expres­sion fla­vors) to dis­cov­er and learn how to save time piec­ing togeth­er pro­grams instead of rein­vent­ing the wheel. I always check MetaCPAN first when I need to write some Perl.

Writing your own

Perl has its own markup lan­guage called Plain Old Documentation (POD), and you can either inter­leave it with your own pro­gram source code or save it in sep­a­rate files. The perlpod doc­u­men­ta­tion page has all the details and the perlpodstyle page will guide you in writ­ing in a style con­sis­tent with oth­er doc­u­men­ta­tion. And if you need to pub­lish else­where, there are trans­la­tors for HTML, LaTeX, PDF, and oth­er for­mats on CPAN. You can also pro­vide your doc­u­men­ta­tion to oth­ers via a ded­i­cat­ed web appli­ca­tion; this is an excel­lent tool for teams with internal-​only (“DarkPAN”) code.

Documentation is like a present you give to both your lat­er self and any­body else that needs to use your work. I high­ly rec­om­mend you spend time writ­ing it in addi­tion to the usu­al developer-​level source code com­ments. This is espe­cial­ly impor­tant if you plan to release open source on CPAN; oth­er­wise, no one will under­stand what it does or why they should care. I’m incred­i­bly grate­ful to every devel­op­er who has put in the effort.

clear light bulb planter on gray rock

Twitter recent­ly rec­om­mend­ed a tweet to me (all hail the algo­rithm) tout­ing what the author viewed as the top 5 web devel­op­ment stacks.”

JavaScript/​Node.js options dom­i­nat­ed the four-​letter acronyms as expect­ed, but the fifth one sur­prised me: LAMP, the com­bi­na­tion of the Linux oper­at­ing sys­tem, Apache web serv­er, MySQL rela­tion­al data­base, and Perl, PHP, or Python pro­gram­ming lan­guages. A quick web search for sim­i­lar lists yield­ed sim­i­lar results. Clearly, this meme (in the Dawkins sense) has out­last­ed its pop­u­lar­iza­tion by tech pub­lish­er O’Reilly in the 2000s.

Originally coined in 1998 dur­ing the dot-​com” bub­ble, I had thought that the term LAMP” had fad­ed with devel­op­ers in the inter­ven­ing decades with the rise of language-​specific web frame­works for:

Certainly on the Perl side (with which I’m most famil­iar), the com­mu­ni­ty has long since rec­om­mend­ed the use of a frame­work built on the PSGI spec­i­fi­ca­tion, dep­re­cat­ing 1990s-​era CGI scripts and the mod_​perl Apache exten­sion. Although general-​purpose web servers like Apache or Nginx may be part of an over­all sys­tem, they’re typ­i­cal­ly used as prox­ies or load bal­ancers for Perl-​specific servers either pro­vid­ed by the frame­work or a third-​party mod­ule.

Granted, PHP still relies on web server-​specific mod­ules, APIs, or vari­a­tions of the FastCGI pro­to­col for inter­fac­ing with a web serv­er. And Python web appli­ca­tions typ­i­cal­ly make use of its WSGI pro­to­col either as a web serv­er exten­sion or, like the Perl exam­ples above, as a prox­ied stand­alone serv­er. But all of these are deploy­ment details and do lit­tle to describe how devel­op­ers imple­ment and extend a web application’s structure.

Note how the var­i­ous four-​letter JavaScript stacks (e.g., MERN, MEVN, MEAN, PERN) dif­fer­en­ti­ate them­selves most­ly by fron­tend frame­work (e.g., Angular, React, Vue.js) and maybe by the (rela­tion­al or NoSQL) data­base (e.g., MongoDB, MySQL, PostgreSQL). All how­ev­er seem stan­dard­ized on the Node.js run­time and Express back­end web frame­work, which could, in the­o­ry, be replaced with non-​JavaScript options like the more mature LAMP-​associated lan­guages and frame­works. (Or if you pre­fer lan­guages that don’t start with P”, there’s C#, Go, Java, Ruby, etc.)

My point is that LAMP” as the name of a web devel­op­ment stack has out­lived its use­ful­ness. It’s at once too spe­cif­ic (about oper­at­ing sys­tem and web serv­er details that are often abstract­ed away for devel­op­ers) and too broad (cov­er­ing three sep­a­rate pro­gram­ming lan­guages and not the frame­works they favor). It also leaves out oth­er non-​JavaScript back-​end lan­guages and their asso­ci­at­ed frameworks.

The ques­tion is: what can replace it? I’d pro­pose NoJS” as rem­i­nis­cent of NoSQL,” but that inac­cu­rate­ly excludes JavaScript from its nec­es­sary role in the front-​end. NJSB” doesn’t exact­ly roll off the tongue, either, and still has the same ambi­gu­i­ty prob­lem as LAMP.”

How about pithy sort-​of-​acronyms pat­terned like database-​frontend-​backend? Here are some Perl examples:

  • MRDancer: MySQL, React, and Dancer (I use this at work. Yes, the M could also stand for MongoDB. Naming things is hard.)
  • MRMojo: MongoDB, React, and Mojolicious
  • PACat: PostgreSQL, Angular, and Catalyst
  • etc.

Ultimately it comes down to com­mu­ni­ty and indus­try adop­tion. If you’re involved with back-​end web devel­op­ment, please let me know in the com­ments if you agree or dis­agree that LAMP” is still a use­ful term, and if not, what should replace it.