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 = $cache->{$argstr} = [&{$info->{U}}(@_)];
273 croak "Internal error \#42; context was neither LIST nor SCALAR\n";
280 my $cref = _make_cref($f, $uppack);
282 unless (exists $revmemotable{$cref}) {
283 croak "Could not unmemoize function `$f', because it was not memoized to begin with";
286 my $tabent = $memotable{$revmemotable{$cref}};
287 unless (defined $tabent) {
288 croak "Could not figure out how to unmemoize function `$f'";
290 my $name = $tabent->{NAME};
293 local($^W) = 0; # ``Subroutine $install_name redefined at ...''
294 *{$name} = $tabent->{U}; # Replace with original function
296 undef $memotable{$revmemotable{$cref}};
297 undef $revmemotable{$cref};
299 # This removes the last reference to the (possibly tied) memo tables
300 # my ($old_function, $memotabs) = @{$tabent}{'U','S','L'};
303 # # Untie the memo tables if they were tied.
306 # if (tied %{$memotabs->[$i]}) {
307 # warn "Untying hash #$i\n";
308 # untie %{$memotabs->[$i]};
321 if (ref $fn eq 'CODE') {
323 } elsif (! ref $fn) {
327 $name = $uppack . '::' . $fn;
330 if (defined $name and !defined(&$name)) {
331 croak "Cannot operate on nonexistent function `$fn'";
334 $cref = *{$name}{CODE};
336 my $parent = (caller(1))[3]; # Function that called _make_cref
337 croak "Usage: argument 1 to `$parent' must be a function name or reference.\n";
339 $DEBUG and warn "${name}($fn) => $cref in _make_cref\n";
344 my ($funcname, $context) = @_;
345 if (defined $funcname) {
346 croak "Function `$funcname' called in forbidden $context context; faulting";
348 croak "Anonymous function called in forbidden $context context; faulting";
360 Memoize - Make functions faster by trading space for time
364 # This is the documentation for Memoize 1.01
366 memoize('slow_function');
367 slow_function(arguments); # Is faster than it was before
370 This is normally all you need to know. However, many options are available:
372 memoize(function, options...);
376 NORMALIZER => function
379 SCALAR_CACHE => 'MEMORY'
380 SCALAR_CACHE => ['HASH', \%cache_hash ]
381 SCALAR_CACHE => 'FAULT'
382 SCALAR_CACHE => 'MERGE'
384 LIST_CACHE => 'MEMORY'
385 LIST_CACHE => ['HASH', \%cache_hash ]
386 LIST_CACHE => 'FAULT'
387 LIST_CACHE => 'MERGE'
391 `Memoizing' a function makes it faster by trading space for time. It
392 does this by caching the return values of the function in a table.
393 If you call the function again with the same arguments, C<memoize>
394 jumps in and gives you the value out of the table, instead of letting
395 the function compute the value all over again.
397 Here is an extreme example. Consider the Fibonacci sequence, defined
398 by the following function:
400 # Compute Fibonacci numbers
404 fib($n-1) + fib($n-2);
407 This function is very slow. Why? To compute fib(14), it first wants
408 to compute fib(13) and fib(12), and add the results. But to compute
409 fib(13), it first has to compute fib(12) and fib(11), and then it
410 comes back and computes fib(12) all over again even though the answer
411 is the same. And both of the times that it wants to compute fib(12),
412 it has to compute fib(11) from scratch, and then it has to do it
413 again each time it wants to compute fib(13). This function does so
414 much recomputing of old results that it takes a really long time to
415 run---fib(14) makes 1,200 extra recursive calls to itself, to compute
416 and recompute things that it already computed.
418 This function is a good candidate for memoization. If you memoize the
419 `fib' function above, it will compute fib(14) exactly once, the first
420 time it needs to, and then save the result in a table. Then if you
421 ask for fib(14) again, it gives you the result out of the table.
422 While computing fib(14), instead of computing fib(12) twice, it does
423 it once; the second time it needs the value it gets it from the table.
424 It doesn't compute fib(11) four times; it computes it once, getting it
425 from the table the next three times. Instead of making 1,200
426 recursive calls to `fib', it makes 15. This makes the function about
429 You could do the memoization yourself, by rewriting the function, like
432 # Compute Fibonacci numbers, memoized version
436 return $fib[$n] if defined $fib[$n];
437 return $fib[$n] = $n if $n < 2;
438 $fib[$n] = fib($n-1) + fib($n-2);
442 Or you could use this module, like this:
447 # Rest of the fib function just like the original version.
449 This makes it easy to turn memoizing on and off.
451 Here's an even simpler example: I wrote a simple ray tracer; the
452 program would look in a certain direction, figure out what it was
453 looking at, and then convert the `color' value (typically a string
454 like `red') of that object to a red, green, and blue pixel value, like
457 for ($direction = 0; $direction < 300; $direction++) {
458 # Figure out which object is in direction $direction
459 $color = $object->{color};
460 ($r, $g, $b) = @{&ColorToRGB($color)};
464 Since there are relatively few objects in a picture, there are only a
465 few colors, which get looked up over and over again. Memoizing
466 C<ColorToRGB> sped up the program by several percent.
470 This module exports exactly one function, C<memoize>. The rest of the
471 functions in this package are None of Your Business.
477 where C<function> is the name of the function you want to memoize, or
478 a reference to it. C<memoize> returns a reference to the new,
479 memoized version of the function, or C<undef> on a non-fatal error.
480 At present, there are no non-fatal errors, but there might be some in
483 If C<function> was the name of a function, then C<memoize> hides the
484 old version and installs the new memoized version under the old name,
485 so that C<&function(...)> actually invokes the memoized version.
489 There are some optional options you can pass to C<memoize> to change
490 the way it behaves a little. To supply options, invoke C<memoize>
493 memoize(function, NORMALIZER => function,
495 SCALAR_CACHE => option,
499 Each of these options is optional; you can include some, all, or none
504 If you supply a function name with C<INSTALL>, memoize will install
505 the new, memoized version of the function under the name you give.
508 memoize('fib', INSTALL => 'fastfib')
510 installs the memoized version of C<fib> as C<fastfib>; without the
511 C<INSTALL> option it would have replaced the old C<fib> with the
514 To prevent C<memoize> from installing the memoized version anywhere, use
515 C<INSTALL =E<gt> undef>.
519 Suppose your function looks like this:
521 # Typical call: f('aha!', A => 11, B => 12);
525 $hash{B} ||= 2; # B defaults to 2
526 $hash{C} ||= 7; # C defaults to 7
528 # Do something with $a, %hash
531 Now, the following calls to your function are all completely equivalent:
536 f(OUCH, B => 2, C => 7);
537 f(OUCH, C => 7, B => 2);
540 However, unless you tell C<Memoize> that these calls are equivalent,
541 it will not know that, and it will compute the values for these
542 invocations of your function separately, and store them separately.
544 To prevent this, supply a C<NORMALIZER> function that turns the
545 program arguments into a string in a way that equivalent arguments
546 turn into the same string. A C<NORMALIZER> function for C<f> above
547 might look like this:
555 join(',', $a, map ($_ => $hash{$_}) sort keys %hash);
558 Each of the argument lists above comes out of the C<normalize_f>
559 function looking exactly the same, like this:
563 You would tell C<Memoize> to use this normalizer this way:
565 memoize('f', NORMALIZER => 'normalize_f');
567 C<memoize> knows that if the normalized version of the arguments is
568 the same for two argument lists, then it can safely look up the value
569 that it computed for one argument list and return it as the result of
570 calling the function with the other argument list, even if the
571 argument lists look different.
573 The default normalizer just concatenates the arguments with character
574 28 in between. (In ASCII, this is called FS or control-\.) This
575 always works correctly for functions with only one string argument,
576 and also when the arguments never contain character 28. However, it
577 can confuse certain argument lists:
579 normalizer("a\034", "b")
580 normalizer("a", "\034b")
581 normalizer("a\034\034b")
585 Since hash keys are strings, the default normalizer will not
586 distinguish between C<undef> and the empty string. It also won't work
587 when the function's arguments are references. For example, consider a
588 function C<g> which gets two arguments: A number, and a reference to
591 g(13, [1,2,3,4,5,6,7]);
593 The default normalizer will turn this into something like
594 C<"13\034ARRAY(0x436c1f)">. That would be all right, except that a
595 subsequent array of numbers might be stored at a different location
596 even though it contains the same data. If this happens, C<Memoize>
597 will think that the arguments are different, even though they are
598 equivalent. In this case, a normalizer like this is appropriate:
600 sub normalize { join ' ', $_[0], @{$_[1]} }
602 For the example above, this produces the key "13 1 2 3 4 5 6 7".
604 Another use for normalizers is when the function depends on data other
605 than those in its arguments. Suppose you have a function which
606 returns a value which depends on the current hour of the day:
609 my ($problem_type) = @_;
610 my $hour = (localtime)[2];
611 open my $fh, "$DIR/$problem_type" or die...;
619 At 10:23, this function generates the 10th line of a data file; at
620 3:45 PM it generates the 15th line instead. By default, C<Memoize>
621 will only see the $problem_type argument. To fix this, include the
622 current hour in the normalizer:
624 sub normalize { join ' ', (localtime)[2], @_ }
626 The calling context of the function (scalar or list context) is
627 propagated to the normalizer. This means that if the memoized
628 function will treat its arguments differently in list context than it
629 would in scalar context, you can have the normalizer function select
630 its behavior based on the results of C<wantarray>. Even if called in
631 a list context, a normalizer should still return a single string.
633 =head2 C<SCALAR_CACHE>, C<LIST_CACHE>
635 Normally, C<Memoize> caches your function's return values into an
636 ordinary Perl hash variable. However, you might like to have the
637 values cached on the disk, so that they persist from one run of your
638 program to the next, or you might like to associate some other
639 interesting semantics with the cached values.
641 There's a slight complication under the hood of C<Memoize>: There are
642 actually I<two> caches, one for scalar values and one for list values.
643 When your function is called in scalar context, its return value is
644 cached in one hash, and when your function is called in list context,
645 its value is cached in the other hash. You can control the caching
646 behavior of both contexts independently with these options.
648 The argument to C<LIST_CACHE> or C<SCALAR_CACHE> must either be one of
649 the following four strings:
656 or else it must be a reference to a list whose first element is one of
657 these four strings, such as C<[HASH, arguments...]>.
663 C<MEMORY> means that return values from the function will be cached in
664 an ordinary Perl hash variable. The hash variable will not persist
665 after the program exits. This is the default.
669 C<HASH> allows you to specify that a particular hash that you supply
670 will be used as the cache. You can tie this hash beforehand to give
671 it any behavior you want.
673 A tied hash can have any semantics at all. It is typically tied to an
674 on-disk database, so that cached values are stored in the database and
675 retrieved from it again when needed, and the disk file typically
676 persists after your program has exited. See C<perltie> for more
677 complete details about C<tie>.
679 A typical example is:
682 tie my %cache => 'DB_File', $filename, O_RDWR|O_CREAT, 0666;
683 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
685 This has the effect of storing the cache in a C<DB_File> database
686 whose name is in C<$filename>. The cache will persist after the
687 program has exited. Next time the program runs, it will find the
688 cache already populated from the previous run of the program. Or you
689 can forcibly populate the cache by constructing a batch program that
690 runs in the background and populates the cache file. Then when you
691 come to run your real program the memoized function will be fast
692 because all its results have been precomputed.
696 This option is no longer supported. It is still documented only to
697 aid in the debugging of old programs that use it. Old programs should
698 be converted to use the C<HASH> option instead.
700 memoize ... [TIE, PACKAGE, ARGS...]
702 is merely a shortcut for
706 tie %cache, PACKAGE, ARGS...;
708 memoize ... [HASH => \%cache];
712 C<FAULT> means that you never expect to call the function in scalar
713 (or list) context, and that if C<Memoize> detects such a call, it
714 should abort the program. The error message is one of
716 `foo' function called in forbidden list context at line ...
717 `foo' function called in forbidden scalar context at line ...
721 C<MERGE> normally means the function does not distinguish between list
722 and sclar context, and that return values in both contexts should be
723 stored together. C<LIST_CACHE =E<gt> MERGE> means that list context
724 return values should be stored in the same hash that is used for
725 scalar context returns, and C<SCALAR_CACHE =E<gt> MERGE> means the
726 same, mutatis mutandis. It is an error to specify C<MERGE> for both,
727 but it probably does something useful.
729 Consider this function:
733 Normally, the following code will result in two calls to C<pi>:
739 The first call caches the value C<3> in the scalar cache; the second
740 caches the list C<(3)> in the list cache. The third call doesn't call
741 the real C<pi> function; it gets the value from the scalar cache.
743 Obviously, the second call to C<pi> is a waste of time, and storing
744 its return value is a waste of space. Specifying C<LIST_CACHE =E<gt>
745 MERGE> will make C<memoize> use the same cache for scalar and list
746 context return values, so that the second call uses the scalar cache
747 that was populated by the first call. C<pi> ends up being called only
748 once, and both subsequent calls return C<3> from the cache, regardless
749 of the calling context.
751 Another use for C<MERGE> is when you want both kinds of return values
752 stored in the same disk file; this saves you from having to deal with
753 two disk files instead of one. You can use a normalizer function to
754 keep the two sets of return values separate. For example:
756 tie my %cache => 'MLDBM', 'DB_File', $filename, ...;
760 SCALAR_CACHE => [HASH => \%cache],
765 my $context = wantarray() ? 'L' : 'S';
766 # ... now compute the hash key from the arguments ...
767 $hashkey = "$context:$hashkey";
770 This normalizer function will store scalar context return values in
771 the disk file under keys that begin with C<S:>, and list context
772 return values under keys that begin with C<L:>.
776 =head1 OTHER FACILITIES
780 There's an C<unmemoize> function that you can import if you want to.
781 Why would you want to? Here's an example: Suppose you have your cache
782 tied to a DBM file, and you want to make sure that the cache is
783 written out to disk if someone interrupts the program. If the program
784 exits normally, this will happen anyway, but if someone types
785 control-C or something then the program will terminate immediately
786 without synchronizing the database. So what you can do instead is
788 $SIG{INT} = sub { unmemoize 'function' };
790 C<unmemoize> accepts a reference to, or the name of a previously
791 memoized function, and undoes whatever it did to provide the memoized
792 version in the first place, including making the name refer to the
793 unmemoized version if appropriate. It returns a reference to the
794 unmemoized version of the function.
796 If you ask it to unmemoize a function that was never memoized, it
799 =head2 C<flush_cache>
801 C<flush_cache(function)> will flush out the caches, discarding I<all>
802 the cached data. The argument may be a function name or a reference
803 to a function. For finer control over when data is discarded or
804 expired, see the documentation for C<Memoize::Expire>, included in
807 Note that if the cache is a tied hash, C<flush_cache> will attempt to
808 invoke the C<CLEAR> method on the hash. If there is no C<CLEAR>
809 method, this will cause a run-time error.
811 An alternative approach to cache flushing is to use the C<HASH> option
812 (see above) to request that C<Memoize> use a particular hash variable
813 as its cache. Then you can examine or modify the hash at any time in
814 any way you desire. You may flush the cache by using C<%hash = ()>.
818 Memoization is not a cure-all:
824 Do not memoize a function whose behavior depends on program
825 state other than its own arguments, such as global variables, the time
826 of day, or file input. These functions will not produce correct
827 results when memoized. For a particularly easy example:
833 This function takes no arguments, and as far as C<Memoize> is
834 concerned, it always returns the same result. C<Memoize> is wrong, of
835 course, and the memoized version of this function will call C<time> once
836 to get the current time, and it will return that same time
837 every time you call it after that.
841 Do not memoize a function with side effects.
846 print "$a + $b = $s.\n";
849 This function accepts two arguments, adds them, and prints their sum.
850 Its return value is the numuber of characters it printed, but you
851 probably didn't care about that. But C<Memoize> doesn't understand
852 that. If you memoize this function, you will get the result you
853 expect the first time you ask it to print the sum of 2 and 3, but
854 subsequent calls will return 1 (the return value of
855 C<print>) without actually printing anything.
859 Do not memoize a function that returns a data structure that is
860 modified by its caller.
862 Consider these functions: C<getusers> returns a list of users somehow,
863 and then C<main> throws away the first user on the list and prints the
867 my $userlist = getusers();
869 foreach $u (@$userlist) {
876 # Do something to get a list of users;
877 \@users; # Return reference to list.
880 If you memoize C<getusers> here, it will work right exactly once. The
881 reference to the users list will be stored in the memo table. C<main>
882 will discard the first element from the referenced list. The next
883 time you invoke C<main>, C<Memoize> will not call C<getusers>; it will
884 just return the same reference to the same list it got last time. But
885 this time the list has already had its head removed; C<main> will
886 erroneously remove another element from it. The list will get shorter
887 and shorter every time you call C<main>.
895 will modify $u2 as well as $u1, because both variables are references
896 to the same array. Had C<getusers> not been memoized, $u1 and $u2
897 would have referred to different arrays.
901 Do not memoize a very simple function.
903 Recently someone mentioned to me that the Memoize module made his
904 program run slower instead of faster. It turned out that he was
905 memoizing the following function:
911 I pointed out that C<Memoize> uses a hash, and that looking up a
912 number in the hash is necessarily going to take a lot longer than a
913 single multiplication. There really is no way to speed up the
916 Memoization is not magical.
920 =head1 PERSISTENT CACHE SUPPORT
922 You can tie the cache tables to any sort of tied hash that you want
923 to, as long as it supports C<TIEHASH>, C<FETCH>, C<STORE>, and
924 C<EXISTS>. For example,
926 tie my %cache => 'GDBM_File', $filename, O_RDWR|O_CREAT, 0666;
927 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
929 works just fine. For some storage methods, you need a little glue.
931 C<SDBM_File> doesn't supply an C<EXISTS> method, so included in this
932 package is a glue module called C<Memoize::SDBM_File> which does
933 provide one. Use this instead of plain C<SDBM_File> to store your
934 cache table on disk in an C<SDBM_File> database:
936 tie my %cache => 'Memoize::SDBM_File', $filename, O_RDWR|O_CREAT, 0666;
937 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
939 C<NDBM_File> has the same problem and the same solution. (Use
940 C<Memoize::NDBM_File instead of plain NDBM_File.>)
942 C<Storable> isn't a tied hash class at all. You can use it to store a
943 hash to disk and retrieve it again, but you can't modify the hash while
944 it's on the disk. So if you want to store your cache table in a
945 C<Storable> database, use C<Memoize::Storable>, which puts a hashlike
946 front-end onto C<Storable>. The hash table is actually kept in
947 memory, and is loaded from your C<Storable> file at the time you
948 memoize the function, and stored back at the time you unmemoize the
949 function (or when your program exits):
951 tie my %cache => 'Memoize::Storable', $filename;
952 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
954 tie my %cache => 'Memoize::Storable', $filename, 'nstore';
955 memoize 'function', SCALAR_CACHE => [HASH => \%cache];
957 Include the `nstore' option to have the C<Storable> database written
958 in `network order'. (See L<Storable> for more details about this.)
960 The C<flush_cache()> function will raise a run-time error unless the
961 tied package provides a C<CLEAR> method.
963 =head1 EXPIRATION SUPPORT
965 See Memoize::Expire, which is a plug-in module that adds expiration
966 functionality to Memoize. If you don't like the kinds of policies
967 that Memoize::Expire implements, it is easy to write your own plug-in
968 module to implement whatever policy you desire. Memoize comes with
969 several examples. An expiration manager that implements a LRU policy
970 is available on CPAN as Memoize::ExpireLRU.
974 The test suite is much better, but always needs improvement.
976 There is some problem with the way C<goto &f> works under threaded
977 Perl, perhaps because of the lexical scoping of C<@_>. This is a bug
978 in Perl, and until it is resolved, memoized functions will see a
979 slightly different C<caller()> and will perform a little more slowly
980 on threaded perls than unthreaded perls.
982 Some versions of C<DB_File> won't let you store data under a key of
983 length 0. That means that if you have a function C<f> which you
984 memoized and the cache is in a C<DB_File> database, then the value of
985 C<f()> (C<f> called with no arguments) will not be memoized. If this
986 is a big problem, you can supply a normalizer function that prepends
991 To join a very low-traffic mailing list for announcements about
992 C<Memoize>, send an empty note to C<mjd-perl-memoize-request@plover.com>.
996 Mark-Jason Dominus (C<mjd-perl-memoize+@plover.com>), Plover Systems co.
998 See the C<Memoize.pm> Page at http://www.plover.com/~mjd/perl/Memoize/
999 for news and upgrades. Near this page, at
1000 http://www.plover.com/~mjd/perl/MiniMemoize/ there is an article about
1001 memoization and about the internals of Memoize that appeared in The
1002 Perl Journal, issue #13. (This article is also included in the
1003 Memoize distribution as `article.html'.)
1005 My upcoming book will discuss memoization (and many other fascinating
1006 topics) in tremendous detail. It will be published by Morgan Kaufmann
1007 in 2002, possibly under the title I<Perl Advanced Techniques
1008 Handbook>. It will also be available on-line for free. For more
1009 information, visit http://perl.plover.com/book/ .
1011 To join a mailing list for announcements about C<Memoize>, send an
1012 empty message to C<mjd-perl-memoize-request@plover.com>. This mailing
1013 list is for announcements only and has extremely low traffic---about
1014 two messages per year.
1016 =head1 COPYRIGHT AND LICENSE
1018 Copyright 1998, 1999, 2000, 2001 by Mark Jason Dominus
1020 This library is free software; you may redistribute it and/or modify
1021 it under the same terms as Perl itself.
1025 Many thanks to Jonathan Roy for bug reports and suggestions, to
1026 Michael Schwern for other bug reports and patches, to Mike Cariaso for
1027 helping me to figure out the Right Thing to Do About Expiration, to
1028 Joshua Gerth, Joshua Chamas, Jonathan Roy (again), Mark D. Anderson,
1029 and Andrew Johnson for more suggestions about expiration, to Brent
1030 Powers for the Memoize::ExpireLRU module, to Ariel Scolnicov for
1031 delightful messages about the Fibonacci function, to Dion Almaer for
1032 thought-provoking suggestions about the default normalizer, to Walt
1033 Mankowski and Kurt Starsinic for much help investigating problems
1034 under threaded Perl, to Alex Dudkevich for reporting the bug in
1035 prototyped functions and for checking my patch, to Tony Bass for many
1036 helpful suggestions, to Jonathan Roy (again) for finding a use for
1037 C<unmemoize()>, to Philippe Verdret for enlightening discussion of
1038 C<Hook::PrePostCall>, to Nat Torkington for advice I ignored, to Chris
1039 Nandor for portability advice, to Randal Schwartz for suggesting the
1040 'C<flush_cache> function, and to Jenda Krynicky for being a light in
1043 Special thanks to Jarkko Hietaniemi, the 5.8.0 pumpking, for including
1044 this module in the core and for his patient and helpful guidance
1045 during the integration process.