1 # -*- mode: perl; perl-indent-level: 2; -*-
4 # Transparent memoization of idempotent functions
6 # Copyright 1998, 1999, 2000, 2001 M-J. Dominus.
7 # You may copy and distribute this program under the
8 # same terms as Perl itself. If in doubt,
9 # write to mjd-perl-memoize+@plover.com for a license.
11 # Version 1.01 $Revision: 1.18 $ $Date: 2001/06/24 17:16:47 $
16 # Compile-time constants
22 # Usage memoize(functionname/ref,
23 # { NORMALIZER => coderef, INSTALL => name,
24 # LIST_CACHE => descriptor, SCALAR_CACHE => descriptor }
32 @EXPORT = qw(memoize);
33 @EXPORT_OK = qw(unmemoize flush_cache);
38 my @CONTEXT_TAGS = qw(MERGE TIE MEMORY FAULT HASH);
39 my %IS_CACHE_TAG = map {($_ => 1)} @CONTEXT_TAGS;
41 # Raise an error if the user tries to specify one of thesepackage as a
44 my %scalar_only = map {($_ => 1)} qw(DB_File GDBM_File SDBM_File ODBM_File NDBM_File);
49 my $options = \%options;
51 unless (defined($fn) &&
52 (ref $fn eq 'CODE' || ref $fn eq '')) {
53 croak "Usage: memoize 'functionname'|coderef {OPTIONS}";
56 my $uppack = caller; # TCL me Elmo!
57 my $cref; # Code reference to original function
58 my $name = (ref $fn ? undef : $fn);
60 # Convert function names to code references
61 $cref = &_make_cref($fn, $uppack);
63 # Locate function prototype, if any
64 my $proto = prototype $cref;
65 if (defined $proto) { $proto = "($proto)" }
68 # I would like to get rid of the eval, but there seems not to be any
69 # other way to set the prototype properly. The switch here for
70 # 'usethreads' works around a bug in threadperl having to do with
71 # magic goto. It would be better to fix the bug and use the magic
72 # goto version everywhere.
75 ? eval "sub $proto { &_memoizer(\$cref, \@_); }"
76 : eval "sub $proto { unshift \@_, \$cref; goto &_memoizer; }";
78 my $normalizer = $options{NORMALIZER};
79 if (defined $normalizer && ! ref $normalizer) {
80 $normalizer = _make_cref($normalizer, $uppack);
84 if (defined $options->{INSTALL}) {
86 $install_name = $options->{INSTALL};
87 } elsif (! exists $options->{INSTALL}) {
88 # No INSTALL option provided; use original name if possible
89 $install_name = $name;
91 # INSTALL => undef means don't install
94 if (defined $install_name) {
95 $install_name = $uppack . '::' . $install_name
96 unless $install_name =~ /::/;
98 local($^W) = 0; # ``Subroutine $install_name redefined at ...''
99 *{$install_name} = $wrapper; # Install memoized version
102 $revmemotable{$wrapper} = "" . $cref; # Turn code ref into hash key
104 # These will be the caches
106 for my $context (qw(SCALAR LIST)) {
107 # suppress subsequent 'uninitialized value' warnings
108 $options{"${context}_CACHE"} ||= '';
110 my $cache_opt = $options{"${context}_CACHE"};
112 if (ref $cache_opt) {
113 @cache_opt_args = @$cache_opt;
114 $cache_opt = shift @cache_opt_args;
116 if ($cache_opt eq 'FAULT') { # no cache
117 $caches{$context} = undef;
118 } elsif ($cache_opt eq 'HASH') { # user-supplied hash
119 my $cache = $cache_opt_args[0];
120 my $package = ref(tied %$cache);
121 if ($context eq 'LIST' && $scalar_only{$package}) {
122 croak("You can't use $package for LIST_CACHE because it can only store scalars");
124 $caches{$context} = $cache;
125 } elsif ($cache_opt eq '' || $IS_CACHE_TAG{$cache_opt}) {
126 # default is that we make up an in-memory hash
127 $caches{$context} = {};
128 # (this might get tied later, or MERGEd away)
130 croak "Unrecognized option to `${context}_CACHE': `$cache_opt' should be one of (@CONTEXT_TAGS); aborting";
134 # Perhaps I should check here that you didn't supply *both* merge
135 # options. But if you did, it does do something reasonable: They
136 # both get merged to the same in-memory hash.
137 if ($options{SCALAR_CACHE} eq 'MERGE') {
138 $caches{SCALAR} = $caches{LIST};
139 } elsif ($options{LIST_CACHE} eq 'MERGE') {
140 $caches{LIST} = $caches{SCALAR};
143 # Now deal with the TIE options
146 foreach $context (qw(SCALAR LIST)) {
147 # If the relevant option wasn't `TIE', this call does nothing.
148 _my_tie($context, $caches{$context}, $options); # Croaks on failure
152 # We should put some more stuff in here eventually.
153 # We've been saying that for serveral versions now.
154 # And you know what? More stuff keeps going in!
157 O => $options, # Short keys here for things we need to access frequently
160 MEMOIZED => $wrapper,
162 NAME => $install_name,
163 S => $caches{SCALAR},
167 $wrapper # Return just memoized version
170 # This function tries to load a tied hash class and tie the hash to it.
172 my ($context, $hash, $options) = @_;
173 my $fullopt = $options->{"${context}_CACHE"};
175 # We already checked to make sure that this works.
176 my $shortopt = (ref $fullopt) ? $fullopt->[0] : $fullopt;
178 return unless defined $shortopt && $shortopt eq 'TIE';
179 carp("TIE option to memoize() is deprecated; use HASH instead")
182 my @args = ref $fullopt ? @$fullopt : ();
184 my $module = shift @args;
185 if ($context eq 'LIST' && $scalar_only{$module}) {
186 croak("You can't use $module for LIST_CACHE because it can only store scalars");
188 my $modulefile = $module . '.pm';
189 $modulefile =~ s{::}{/}g;
190 eval { require $modulefile };
192 croak "Memoize: Couldn't load hash tie module `$module': $@; aborting";
194 my $rc = (tie %$hash => $module, @args);
196 croak "Memoize: Couldn't tie hash to `$module': $!; aborting";
202 my $func = _make_cref($_[0], scalar caller);
203 my $info = $memotable{$revmemotable{$func}};
204 die "$func not memoized" unless defined $info;
205 for my $context (qw(S L)) {
206 my $cache = $info->{$context};
207 if (tied %$cache && ! (tied %$cache)->can('CLEAR')) {
208 my $funcname = defined($info->{NAME}) ?
209 "function $info->{NAME}" : "anonymous function $func";
210 my $context = {S => 'scalar', L => 'list'}->{$context};
211 croak "Tied cache hash for $context-context $funcname does not support flushing";
218 # This is the function that manages the memo tables.
220 my $orig = shift; # stringized version of ref to original func.
221 my $info = $memotable{$orig};
222 my $normalizer = $info->{N};
225 my $context = (wantarray() ? LIST : SCALAR);
227 if (defined $normalizer) {
229 if ($context == SCALAR) {
230 $argstr = &{$normalizer}(@_);
231 } elsif ($context == LIST) {
232 ($argstr) = &{$normalizer}(@_);
234 croak "Internal error \#41; context was neither LIST nor SCALAR\n";
236 } else { # Default normalizer
238 $argstr = join chr(28),@_;
241 if ($context == SCALAR) {
242 my $cache = $info->{S};
243 _crap_out($info->{NAME}, 'scalar') unless $cache;
244 if (exists $cache->{$argstr}) {
245 return $cache->{$argstr};
247 my $val = &{$info->{U}}(@_);
248 # Scalars are considered to be lists; store appropriately
249 if ($info->{O}{SCALAR_CACHE} eq 'MERGE') {
250 $cache->{$argstr} = [$val];
252 $cache->{$argstr} = $val;
256 } elsif ($context == LIST) {
257 my $cache = $info->{L};
258 _crap_out($info->{NAME}, 'list') unless $cache;
259 if (exists $cache->{$argstr}) {
260 my $val = $cache->{$argstr};
261 # If LISTCONTEXT=>MERGE, then the function never returns lists,
262 # so we have a scalar value cached, so just return it straightaway:
263 return ($val) if $info->{O}{LIST_CACHE} eq 'MERGE';
264 # Maybe in a later version we can use a faster test.
266 # Otherwise, we cached an array containing the returned list:
269 my @q = &{$info->{U}}(@_);
270 $cache->{$argstr} = $info->{O}{LIST_CACHE} eq 'MERGE' ? $q [0] : \@q;
274 croak "Internal error \#42; context was neither LIST nor SCALAR\n";
281 my $cref = _make_cref($f, $uppack);
283 unless (exists $revmemotable{$cref}) {
284 croak "Could not unmemoize function `$f', because it was not memoized to begin with";
287 my $tabent = $memotable{$revmemotable{$cref}};
288 unless (defined $tabent) {
289 croak "Could not figure out how to unmemoize function `$f'";
291 my $name = $tabent->{NAME};
294 local($^W) = 0; # ``Subroutine $install_name redefined at ...''
295 *{$name} = $tabent->{U}; # Replace with original function
297 undef $memotable{$revmemotable{$cref}};
298 undef $revmemotable{$cref};
300 # This removes the last reference to the (possibly tied) memo tables
301 # my ($old_function, $memotabs) = @{$tabent}{'U','S','L'};
304 # # Untie the memo tables if they were tied.
307 # if (tied %{$memotabs->[$i]}) {
308 # warn "Untying hash #$i\n";
309 # untie %{$memotabs->[$i]};
322 if (ref $fn eq 'CODE') {
324 } elsif (! ref $fn) {
328 $name = $uppack . '::' . $fn;
331 if (defined $name and !defined(&$name)) {
332 croak "Cannot operate on nonexistent function `$fn'";
335 $cref = *{$name}{CODE};
337 my $parent = (caller(1))[3]; # Function that called _make_cref
338 croak "Usage: argument 1 to `$parent' must be a function name or reference.\n";
340 $DEBUG and warn "${name}($fn) => $cref in _make_cref\n";
345 my ($funcname, $context) = @_;
346 if (defined $funcname) {
347 croak "Function `$funcname' called in forbidden $context context; faulting";
349 croak "Anonymous function called in forbidden $context context; faulting";
361 Memoize - Make functions faster by trading space for time
365 # This is the documentation for Memoize 1.01
367 memoize('slow_function');
368 slow_function(arguments); # Is faster than it was before
371 This is normally all you need to know. However, many options are available:
373 memoize(function, options...);
377 NORMALIZER => function
380 SCALAR_CACHE => 'MEMORY'
381 SCALAR_CACHE => ['HASH', \%cache_hash ]
382 SCALAR_CACHE => 'FAULT'
383 SCALAR_CACHE => 'MERGE'
385 LIST_CACHE => 'MEMORY'
386 LIST_CACHE => ['HASH', \%cache_hash ]
387 LIST_CACHE => 'FAULT'
388 LIST_CACHE => 'MERGE'
392 `Memoizing' a function makes it faster by trading space for time. It
393 does this by caching the return values of the function in a table.
394 If you call the function again with the same arguments, C<memoize>
395 jumps in and gives you the value out of the table, instead of letting
396 the function compute the value all over again.
398 Here is an extreme example. Consider the Fibonacci sequence, defined
399 by the following function:
401 # Compute Fibonacci numbers
405 fib($n-1) + fib($n-2);
408 This function is very slow. Why? To compute fib(14), it first wants
409 to compute fib(13) and fib(12), and add the results. But to compute
410 fib(13), it first has to compute fib(12) and fib(11), and then it
411 comes back and computes fib(12) all over again even though the answer
412 is the same. And both of the times that it wants to compute fib(12),
413 it has to compute fib(11) from scratch, and then it has to do it
414 again each time it wants to compute fib(13). This function does so
415 much recomputing of old results that it takes a really long time to
416 run---fib(14) makes 1,200 extra recursive calls to itself, to compute
417 and recompute things that it already computed.
419 This function is a good candidate for memoization. If you memoize the
420 `fib' function above, it will compute fib(14) exactly once, the first
421 time it needs to, and then save the result in a table. Then if you
422 ask for fib(14) again, it gives you the result out of the table.
423 While computing fib(14), instead of computing fib(12) twice, it does
424 it once; the second time it needs the value it gets it from the table.
425 It doesn't compute fib(11) four times; it computes it once, getting it
426 from the table the next three times. Instead of making 1,200
427 recursive calls to `fib', it makes 15. This makes the function about
430 You could do the memoization yourself, by rewriting the function, like
433 # Compute Fibonacci numbers, memoized version
437 return $fib[$n] if defined $fib[$n];
438 return $fib[$n] = $n if $n < 2;
439 $fib[$n] = fib($n-1) + fib($n-2);
443 Or you could use this module, like this:
448 # Rest of the fib function just like the original version.
450 This makes it easy to turn memoizing on and off.
452 Here's an even simpler example: I wrote a simple ray tracer; the
453 program would look in a certain direction, figure out what it was
454 looking at, and then convert the `color' value (typically a string
455 like `red') of that object to a red, green, and blue pixel value, like
458 for ($direction = 0; $direction < 300; $direction++) {
459 # Figure out which object is in direction $direction
460 $color = $object->{color};
461 ($r, $g, $b) = @{&ColorToRGB($color)};
465 Since there are relatively few objects in a picture, there are only a
466 few colors, which get looked up over and over again. Memoizing
467 C<ColorToRGB> sped up the program by several percent.
471 This module exports exactly one function, C<memoize>. The rest of the
472 functions in this package are None of Your Business.
478 where C<function> is the name of the function you want to memoize, or
479 a reference to it. C<memoize> returns a reference to the new,
480 memoized version of the function, or C<undef> on a non-fatal error.
481 At present, there are no non-fatal errors, but there might be some in
484 If C<function> was the name of a function, then C<memoize> hides the
485 old version and installs the new memoized version under the old name,
486 so that C<&function(...)> actually invokes the memoized version.
490 There are some optional options you can pass to C<memoize> to change
491 the way it behaves a little. To supply options, invoke C<memoize>
494 memoize(function, NORMALIZER => function,
496 SCALAR_CACHE => option,
500 Each of these options is optional; you can include some, all, or none
505 If you supply a function name with C<INSTALL>, memoize will install
506 the new, memoized version of the function under the name you give.
509 memoize('fib', INSTALL => 'fastfib')
511 installs the memoized version of C<fib> as C<fastfib>; without the
512 C<INSTALL> option it would have replaced the old C<fib> with the
515 To prevent C<memoize> from installing the memoized version anywhere, use
516 C<INSTALL =E<gt> undef>.
520 Suppose your function looks like this:
522 # Typical call: f('aha!', A => 11, B => 12);
526 $hash{B} ||= 2; # B defaults to 2
527 $hash{C} ||= 7; # C defaults to 7
529 # Do something with $a, %hash
532 Now, the following calls to your function are all completely equivalent:
537 f(OUCH, B => 2, C => 7);
538 f(OUCH, C => 7, B => 2);
541 However, unless you tell C<Memoize> that these calls are equivalent,
542 it will not know that, and it will compute the values for these
543 invocations of your function separately, and store them separately.
545 To prevent this, supply a C<NORMALIZER> function that turns the
546 program arguments into a string in a way that equivalent arguments
547 turn into the same string. A C<NORMALIZER> function for C<f> above
548 might look like this:
556 join(',', $a, map ($_ => $hash{$_}) sort keys %hash);
559 Each of the argument lists above comes out of the C<normalize_f>
560 function looking exactly the same, like this:
564 You would tell C<Memoize> to use this normalizer this way:
566 memoize('f', NORMALIZER => 'normalize_f');
568 C<memoize> knows that if the normalized version of the arguments is
569 the same for two argument lists, then it can safely look up the value
570 that it computed for one argument list and return it as the result of
571 calling the function with the other argument list, even if the
572 argument lists look different.
574 The default normalizer just concatenates the arguments with character
575 28 in between. (In ASCII, this is called FS or control-\.) This
576 always works correctly for functions with only one string argument,
577 and also when the arguments never contain character 28. However, it
578 can confuse certain argument lists:
580 normalizer("a\034", "b")
581 normalizer("a", "\034b")
582 normalizer("a\034\034b")
586 Since hash keys are strings, the default normalizer will not
587 distinguish between C<undef> and the empty string. It also won't work
588 when the function's arguments are references. For example, consider a
589 function C<g> which gets two arguments: A number, and a reference to
592 g(13, [1,2,3,4,5,6,7]);
594 The default normalizer will turn this into something like
595 C<"13\034ARRAY(0x436c1f)">. That would be all right, except that a
596 subsequent array of numbers might be stored at a different location
597 even though it contains the same data. If this happens, C<Memoize>
598 will think that the arguments are different, even though they are
599 equivalent. In this case, a normalizer like this is appropriate:
601 sub normalize { join ' ', $_[0], @{$_[1]} }
603 For the example above, this produces the key "13 1 2 3 4 5 6 7".
605 Another use for normalizers is when the function depends on data other
606 than those in its arguments. Suppose you have a function which
607 returns a value which depends on the current hour of the day:
610 my ($problem_type) = @_;
611 my $hour = (localtime)[2];
612 open my $fh, "$DIR/$problem_type" or die...;
620 At 10:23, this function generates the 10th line of a data file; at
621 3:45 PM it generates the 15th line instead. By default, C<Memoize>
622 will only see the $problem_type argument. To fix this, include the
623 current hour in the normalizer:
625 sub normalize { join ' ', (localtime)[2], @_ }
627 The calling context of the function (scalar or list context) is
628 propagated to the normalizer. This means that if the memoized
629 function will treat its arguments differently in list context than it
630 would in scalar context, you can have the normalizer function select
631 its behavior based on the results of C<wantarray>. Even if called in
632 a list context, a normalizer should still return a single string.
634 =head2 C<SCALAR_CACHE>, C<LIST_CACHE>
636 Normally, C<Memoize> caches your function's return values into an
637 ordinary Perl hash variable. However, you might like to have the
638 values cached on the disk, so that they persist from one run of your
639 program to the next, or you might like to associate some other
640 interesting semantics with the cached values.
642 There's a slight complication under the hood of C<Memoize>: There are
643 actually I<two> caches, one for scalar values and one for list values.
644 When your function is called in scalar context, its return value is
645 cached in one hash, and when your function is called in list context,
646 its value is cached in the other hash. You can control the caching
647 behavior of both contexts independently with these options.
649 The argument to C<LIST_CACHE> or C<SCALAR_CACHE> must either be one of
650 the following four strings:
657 or else it must be a reference to a list whose first element is one of
658 these four strings, such as C<[HASH, arguments...]>.
664 C<MEMORY> means that return values from the function will be cached in
665 an ordinary Perl hash variable. The hash variable will not persist
666 after the program exits. This is the default.
670 C<HASH> allows you to specify that a particular hash that you supply
671 will be used as the cache. You can tie this hash beforehand to give
672 it any behavior you want.
674 A tied hash can have any semantics at all. It is typically tied to an
675 on-disk database, so that cached values are stored in the database and
676 retrieved from it again when needed, and the disk file typically
677 persists after your program has exited. See C<perltie> for more
678 complete details about C<tie>.
680 A typical example is:
683 tie my %cache => 'DB_File', $filename, O_RDWR|O_CREAT, 0666;
684 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
686 This has the effect of storing the cache in a C<DB_File> database
687 whose name is in C<$filename>. The cache will persist after the
688 program has exited. Next time the program runs, it will find the
689 cache already populated from the previous run of the program. Or you
690 can forcibly populate the cache by constructing a batch program that
691 runs in the background and populates the cache file. Then when you
692 come to run your real program the memoized function will be fast
693 because all its results have been precomputed.
697 This option is no longer supported. It is still documented only to
698 aid in the debugging of old programs that use it. Old programs should
699 be converted to use the C<HASH> option instead.
701 memoize ... [TIE, PACKAGE, ARGS...]
703 is merely a shortcut for
707 tie %cache, PACKAGE, ARGS...;
709 memoize ... [HASH => \%cache];
713 C<FAULT> means that you never expect to call the function in scalar
714 (or list) context, and that if C<Memoize> detects such a call, it
715 should abort the program. The error message is one of
717 `foo' function called in forbidden list context at line ...
718 `foo' function called in forbidden scalar context at line ...
722 C<MERGE> normally means the function does not distinguish between list
723 and sclar context, and that return values in both contexts should be
724 stored together. C<LIST_CACHE =E<gt> MERGE> means that list context
725 return values should be stored in the same hash that is used for
726 scalar context returns, and C<SCALAR_CACHE =E<gt> MERGE> means the
727 same, mutatis mutandis. It is an error to specify C<MERGE> for both,
728 but it probably does something useful.
730 Consider this function:
734 Normally, the following code will result in two calls to C<pi>:
740 The first call caches the value C<3> in the scalar cache; the second
741 caches the list C<(3)> in the list cache. The third call doesn't call
742 the real C<pi> function; it gets the value from the scalar cache.
744 Obviously, the second call to C<pi> is a waste of time, and storing
745 its return value is a waste of space. Specifying C<LIST_CACHE =E<gt>
746 MERGE> will make C<memoize> use the same cache for scalar and list
747 context return values, so that the second call uses the scalar cache
748 that was populated by the first call. C<pi> ends up being called only
749 once, and both subsequent calls return C<3> from the cache, regardless
750 of the calling context.
752 Another use for C<MERGE> is when you want both kinds of return values
753 stored in the same disk file; this saves you from having to deal with
754 two disk files instead of one. You can use a normalizer function to
755 keep the two sets of return values separate. For example:
757 tie my %cache => 'MLDBM', 'DB_File', $filename, ...;
761 SCALAR_CACHE => [HASH => \%cache],
766 my $context = wantarray() ? 'L' : 'S';
767 # ... now compute the hash key from the arguments ...
768 $hashkey = "$context:$hashkey";
771 This normalizer function will store scalar context return values in
772 the disk file under keys that begin with C<S:>, and list context
773 return values under keys that begin with C<L:>.
777 =head1 OTHER FACILITIES
781 There's an C<unmemoize> function that you can import if you want to.
782 Why would you want to? Here's an example: Suppose you have your cache
783 tied to a DBM file, and you want to make sure that the cache is
784 written out to disk if someone interrupts the program. If the program
785 exits normally, this will happen anyway, but if someone types
786 control-C or something then the program will terminate immediately
787 without synchronizing the database. So what you can do instead is
789 $SIG{INT} = sub { unmemoize 'function' };
791 C<unmemoize> accepts a reference to, or the name of a previously
792 memoized function, and undoes whatever it did to provide the memoized
793 version in the first place, including making the name refer to the
794 unmemoized version if appropriate. It returns a reference to the
795 unmemoized version of the function.
797 If you ask it to unmemoize a function that was never memoized, it
800 =head2 C<flush_cache>
802 C<flush_cache(function)> will flush out the caches, discarding I<all>
803 the cached data. The argument may be a function name or a reference
804 to a function. For finer control over when data is discarded or
805 expired, see the documentation for C<Memoize::Expire>, included in
808 Note that if the cache is a tied hash, C<flush_cache> will attempt to
809 invoke the C<CLEAR> method on the hash. If there is no C<CLEAR>
810 method, this will cause a run-time error.
812 An alternative approach to cache flushing is to use the C<HASH> option
813 (see above) to request that C<Memoize> use a particular hash variable
814 as its cache. Then you can examine or modify the hash at any time in
815 any way you desire. You may flush the cache by using C<%hash = ()>.
819 Memoization is not a cure-all:
825 Do not memoize a function whose behavior depends on program
826 state other than its own arguments, such as global variables, the time
827 of day, or file input. These functions will not produce correct
828 results when memoized. For a particularly easy example:
834 This function takes no arguments, and as far as C<Memoize> is
835 concerned, it always returns the same result. C<Memoize> is wrong, of
836 course, and the memoized version of this function will call C<time> once
837 to get the current time, and it will return that same time
838 every time you call it after that.
842 Do not memoize a function with side effects.
847 print "$a + $b = $s.\n";
850 This function accepts two arguments, adds them, and prints their sum.
851 Its return value is the numuber of characters it printed, but you
852 probably didn't care about that. But C<Memoize> doesn't understand
853 that. If you memoize this function, you will get the result you
854 expect the first time you ask it to print the sum of 2 and 3, but
855 subsequent calls will return 1 (the return value of
856 C<print>) without actually printing anything.
860 Do not memoize a function that returns a data structure that is
861 modified by its caller.
863 Consider these functions: C<getusers> returns a list of users somehow,
864 and then C<main> throws away the first user on the list and prints the
868 my $userlist = getusers();
870 foreach $u (@$userlist) {
877 # Do something to get a list of users;
878 \@users; # Return reference to list.
881 If you memoize C<getusers> here, it will work right exactly once. The
882 reference to the users list will be stored in the memo table. C<main>
883 will discard the first element from the referenced list. The next
884 time you invoke C<main>, C<Memoize> will not call C<getusers>; it will
885 just return the same reference to the same list it got last time. But
886 this time the list has already had its head removed; C<main> will
887 erroneously remove another element from it. The list will get shorter
888 and shorter every time you call C<main>.
896 will modify $u2 as well as $u1, because both variables are references
897 to the same array. Had C<getusers> not been memoized, $u1 and $u2
898 would have referred to different arrays.
902 Do not memoize a very simple function.
904 Recently someone mentioned to me that the Memoize module made his
905 program run slower instead of faster. It turned out that he was
906 memoizing the following function:
912 I pointed out that C<Memoize> uses a hash, and that looking up a
913 number in the hash is necessarily going to take a lot longer than a
914 single multiplication. There really is no way to speed up the
917 Memoization is not magical.
921 =head1 PERSISTENT CACHE SUPPORT
923 You can tie the cache tables to any sort of tied hash that you want
924 to, as long as it supports C<TIEHASH>, C<FETCH>, C<STORE>, and
925 C<EXISTS>. For example,
927 tie my %cache => 'GDBM_File', $filename, O_RDWR|O_CREAT, 0666;
928 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
930 works just fine. For some storage methods, you need a little glue.
932 C<SDBM_File> doesn't supply an C<EXISTS> method, so included in this
933 package is a glue module called C<Memoize::SDBM_File> which does
934 provide one. Use this instead of plain C<SDBM_File> to store your
935 cache table on disk in an C<SDBM_File> database:
937 tie my %cache => 'Memoize::SDBM_File', $filename, O_RDWR|O_CREAT, 0666;
938 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
940 C<NDBM_File> has the same problem and the same solution. (Use
941 C<Memoize::NDBM_File instead of plain NDBM_File.>)
943 C<Storable> isn't a tied hash class at all. You can use it to store a
944 hash to disk and retrieve it again, but you can't modify the hash while
945 it's on the disk. So if you want to store your cache table in a
946 C<Storable> database, use C<Memoize::Storable>, which puts a hashlike
947 front-end onto C<Storable>. The hash table is actually kept in
948 memory, and is loaded from your C<Storable> file at the time you
949 memoize the function, and stored back at the time you unmemoize the
950 function (or when your program exits):
952 tie my %cache => 'Memoize::Storable', $filename;
953 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
955 tie my %cache => 'Memoize::Storable', $filename, 'nstore';
956 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
958 Include the `nstore' option to have the C<Storable> database written
959 in `network order'. (See L<Storable> for more details about this.)
961 The C<flush_cache()> function will raise a run-time error unless the
962 tied package provides a C<CLEAR> method.
964 =head1 EXPIRATION SUPPORT
966 See Memoize::Expire, which is a plug-in module that adds expiration
967 functionality to Memoize. If you don't like the kinds of policies
968 that Memoize::Expire implements, it is easy to write your own plug-in
969 module to implement whatever policy you desire. Memoize comes with
970 several examples. An expiration manager that implements a LRU policy
971 is available on CPAN as Memoize::ExpireLRU.
975 The test suite is much better, but always needs improvement.
977 There is some problem with the way C<goto &f> works under threaded
978 Perl, perhaps because of the lexical scoping of C<@_>. This is a bug
979 in Perl, and until it is resolved, memoized functions will see a
980 slightly different C<caller()> and will perform a little more slowly
981 on threaded perls than unthreaded perls.
983 Some versions of C<DB_File> won't let you store data under a key of
984 length 0. That means that if you have a function C<f> which you
985 memoized and the cache is in a C<DB_File> database, then the value of
986 C<f()> (C<f> called with no arguments) will not be memoized. If this
987 is a big problem, you can supply a normalizer function that prepends
992 To join a very low-traffic mailing list for announcements about
993 C<Memoize>, send an empty note to C<mjd-perl-memoize-request@plover.com>.
997 Mark-Jason Dominus (C<mjd-perl-memoize+@plover.com>), Plover Systems co.
999 See the C<Memoize.pm> Page at http://www.plover.com/~mjd/perl/Memoize/
1000 for news and upgrades. Near this page, at
1001 http://www.plover.com/~mjd/perl/MiniMemoize/ there is an article about
1002 memoization and about the internals of Memoize that appeared in The
1003 Perl Journal, issue #13. (This article is also included in the
1004 Memoize distribution as `article.html'.)
1006 My upcoming book will discuss memoization (and many other fascinating
1007 topics) in tremendous detail. It will be published by Morgan Kaufmann
1008 in 2002, possibly under the title I<Perl Advanced Techniques
1009 Handbook>. It will also be available on-line for free. For more
1010 information, visit http://perl.plover.com/book/ .
1012 To join a mailing list for announcements about C<Memoize>, send an
1013 empty message to C<mjd-perl-memoize-request@plover.com>. This mailing
1014 list is for announcements only and has extremely low traffic---about
1015 two messages per year.
1017 =head1 COPYRIGHT AND LICENSE
1019 Copyright 1998, 1999, 2000, 2001 by Mark Jason Dominus
1021 This library is free software; you may redistribute it and/or modify
1022 it under the same terms as Perl itself.
1026 Many thanks to Jonathan Roy for bug reports and suggestions, to
1027 Michael Schwern for other bug reports and patches, to Mike Cariaso for
1028 helping me to figure out the Right Thing to Do About Expiration, to
1029 Joshua Gerth, Joshua Chamas, Jonathan Roy (again), Mark D. Anderson,
1030 and Andrew Johnson for more suggestions about expiration, to Brent
1031 Powers for the Memoize::ExpireLRU module, to Ariel Scolnicov for
1032 delightful messages about the Fibonacci function, to Dion Almaer for
1033 thought-provoking suggestions about the default normalizer, to Walt
1034 Mankowski and Kurt Starsinic for much help investigating problems
1035 under threaded Perl, to Alex Dudkevich for reporting the bug in
1036 prototyped functions and for checking my patch, to Tony Bass for many
1037 helpful suggestions, to Jonathan Roy (again) for finding a use for
1038 C<unmemoize()>, to Philippe Verdret for enlightening discussion of
1039 C<Hook::PrePostCall>, to Nat Torkington for advice I ignored, to Chris
1040 Nandor for portability advice, to Randal Schwartz for suggesting the
1041 'C<flush_cache> function, and to Jenda Krynicky for being a light in
1044 Special thanks to Jarkko Hietaniemi, the 5.8.0 pumpking, for including
1045 this module in the core and for his patient and helpful guidance
1046 during the integration process.