File: ccsops.pd

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##-*- Mode: CPerl -*-

##======================================================================
## Header Administrivia
##======================================================================

use PDL::VectorValued::Dev;
my $VERSION = '1.24.1'; ##-- update with perl-reversion from Perl::Version module
pp_setversion($VERSION);

##------------------------------------------------------
## pm headers
pp_addpm({At=>'Top'},<<'EOPM');

#use PDL::CCS::Version;
use strict;

=pod

=head1 NAME

PDL::CCS::Ops - Low-level binary operations for compressed storage sparse PDLs

=head1 SYNOPSIS

 use PDL;
 use PDL::CCS::Utils;

 ##---------------------------------------------------------------------
 ## ... stuff happens

=cut

EOPM
## /pm additions
##------------------------------------------------------

##------------------------------------------------------
## Exports: None
#pp_export_nothing();

##------------------------------------------------------
## Includes / defines
pp_addhdr(<<'EOH');
EOH

##------------------------------------------------------
## index datatype
require "../Config.pm";
our $INDX = $PDL::CCS::Config::ccsConfig{INDX_SIG};
pp_addpm( $PDL::CCS::Config::ccsConfig{INDX_FUNCDEF} );
pp_addhdr( $PDL::CCS::Config::ccsConfig{INDX_TYPEDEF} );


##======================================================================
## C Utilities
##======================================================================
# (none)

##======================================================================
## PDL::PP Wrappers
##======================================================================


##======================================================================
## Operations: Binary: ALIGN: missing-is-annihilator
##======================================================================

vvpp_def
  ('ccs_binop_align_block_mia',
   Pars => ("\n    "
            .join("\n    ",
                  "$INDX\ ixa(Ndims,NnzA); $INDX\ ixb(Ndims,NnzB); $INDX\    istate(State);",
                  "$INDX\ [o]nzai(NnzC);   $INDX\ [o]nzbi(NnzC);   $INDX\ [o]ostate(State);",
                  '')),
   Code =>
(q(
 CCS_Indx sizeNnzA=$SIZE(NnzA), sizeNnzB=$SIZE(NnzB), sizeNnzC=$SIZE(NnzC);
 CCS_Indx nnzai=0, nnzbi=0,nnzbi0, nnzci=0, nnzai_nxt=0,nnzbi_nxt=0,nnzci_nxt=0;
 CCS_Indx cmpme1,cmpme2;
 int cmpval=0;
 //
 //-- initialize: parse istate() [ nnzai,nnzai_nxt, nnzbi,nnzbi_nxt, nnzci,nnzci_nxt, cmpval ]
 if ($SIZE(State) >= 7) {
   nnzai     = $istate(State=>0);
   nnzai_nxt = $istate(State=>1);
   nnzbi     = $istate(State=>2);
   nnzbi_nxt = $istate(State=>3);
   nnzci     = $istate(State=>4);
   nnzci_nxt = $istate(State=>5);
   cmpval    = $istate(State=>6);
 }
 //
 //-- main loop: start at current nnzai,nnzbi,nnzci
 for ( ; nnzai<sizeNnzA && nnzbi<sizeNnzB && nnzci_nxt<=sizeNnzC; ) {
   //
   //-- dispatch on cached cmpval for current index-runs (nnzai..nnzai_nxt),(nnzbi..nnzbi_nxt)
   if (cmpval < 0) {
     //-- CASE ixa(,ai) < ixb(,bi) : INSERT ( ixa(,ai) => (ixa(,ai) . -1) ); INCR(ai);
     //-- increment ai: detect next run-length
     for (nnzai=nnzai_nxt, nnzai_nxt=nnzai+1; nnzai_nxt<sizeNnzA; nnzai_nxt++) {
       $CMPVEC('$ixa(NnzA=>nnzai)','$ixa(NnzA=>nnzai_nxt)','Ndims','cmpval',var1=>'cmpme1',var2=>'cmpme2');
       if (cmpval != 0) break;
     }
   }
   else if (cmpval > 0) {
     //-- CASE ixa(,ai) > ixb(,bi) : INSERT ( ixb(,bi) => (-1 . ixb(,bi)) ); INCR(bi);
     //-- increment bi: detect next run-length
     for (nnzbi=nnzbi_nxt, nnzbi_nxt=nnzbi+1; nnzbi_nxt<sizeNnzB; nnzbi_nxt++) {
       $CMPVEC('$ixb(NnzB=>nnzbi)','$ixb(NnzB=>nnzbi_nxt)','Ndims','cmpval',var1=>'cmpme1',var2=>'cmpme2');
       if (cmpval != 0) break;
     }
   }
   else {
     //-- CASE ixa(,ai) == ixb(,bi) : INSERT ( ixa(,ai) => (ixa(,ai) . ixb(,bi)) ); INCR(ai); INCR(bi);
     for (nnzbi0=nnzbi; nnzai<nnzai_nxt; nnzai++) {
       for (nnzbi=nnzbi0; nnzbi<nnzbi_nxt; nnzbi++, nnzci++) {
         $nzai(NnzC=>nnzci) = nnzai;
         $nzbi(NnzC=>nnzci) = nnzbi;
       }
     }
     //-- increment ai,bi: detect next run-lengths
     for (nnzai_nxt=nnzai+1; nnzai_nxt<sizeNnzA; nnzai_nxt++) {
       $CMPVEC('$ixa(NnzA=>nnzai)','$ixa(NnzA=>nnzai_nxt)','Ndims','cmpval',var1=>'cmpme1',var2=>'cmpme2');
       if (cmpval != 0) break;
     }
     for (nnzbi_nxt=nnzbi+1; nnzbi_nxt<sizeNnzB; nnzbi_nxt++) {
       $CMPVEC('$ixb(NnzB=>nnzbi)','$ixb(NnzB=>nnzbi_nxt)','Ndims','cmpval',var1=>'cmpme1',var2=>'cmpme2');
       if (cmpval != 0) break;
     }
   }
   //
   //-- compare current index-run values
   $CMPVEC('$ixa(NnzA=>nnzai)','$ixb(NnzB=>nnzbi)','Ndims','cmpval',var1=>'cmpme1',var2=>'cmpme2');
   if      (cmpval < 0) { nnzci_nxt = nnzci + (nnzai_nxt-nnzai); }
   else if (cmpval > 0) { nnzci_nxt = nnzci + (nnzbi_nxt-nnzbi); }
   else                 { nnzci_nxt = nnzci + (nnzai_nxt-nnzai)*(nnzbi_nxt-nnzbi); }
 } //-- end main loop
 //
 //-- gobble leftovers
 if (nnzci_nxt < sizeNnzC) {
   nnzai = nnzai_nxt = sizeNnzA;
   nnzbi = nnzbi_nxt = sizeNnzB;
   nnzci_nxt = nnzci;
 }
 //
 //-- save state
 if ($SIZE(State) >= 7) {
   $ostate(State=>0) = nnzai;
   $ostate(State=>1) = nnzai_nxt;
   $ostate(State=>2) = nnzbi;
   $ostate(State=>3) = nnzbi_nxt;
   $ostate(State=>4) = nnzci;
   $ostate(State=>5) = nnzci_nxt;
   $ostate(State=>6) = cmpval;
 }
)),
  Doc =>
(q{
Partially aligns a pair of lexicographically sorted index-vector lists C<$ixa()> and C<$ixb()>,
e.g. for block-wise incremental computation of binary operations over sparse index-encoded PDLs,
assuming missing indices correspond to annihilators.

On return, the vectors C<$nzai> and C<$nzbi> hold indices into C<NnzA> and C<NnzB>
respectively, and are constructed such that:

 ($ixa(,$nzai->slice("0:$nzci_max")) == $ixb(,$nzbi->slice("0:$nzci_max"))

At most C<NnzC> alignments are performed, and alignment ceases
as soon as any of the PDLs C<$ixa()>, C<$ixb()>, C<$nzai()>, or C<$nzbi()>
has been exhausted.

The parameters C<$istate()> and C<$ostate()> hold the state of the algorithm,
for incremental block-wise computation at the perl level.  Each state PDL
is a 7-element PDL containing the following values:

 INDEX LABEL       DESCRIPTION
 -----------------------------------------------------------------------
   0   nnzai       minimum offset in NnzA of current $ixa() value
   1   nnzai_nxt   minimum offset in NnzA of next $ixa() value
   2   nnzbi       minimum offset in NnzB of current $ixb() value
   3   nnzbi_nxt   minimum offset in NnzB of next $ixb() value
   4   nnzci       minimum offset in NnzC of current ($ixa(),$ixb()) value pair
   5   nnzci_nxt   minimum offset in NnzC of next ($ixa(),$ixb()) value pair
   6   cmpval      3-way comparison value for current ($ixa(),$ixb()) value pair

For computation of the first block, $istate() can be safely set to C<zeroes(long,7)>.

Repetitions may occur in input index PDLs C<$ixa()> and C<$ixb()>.
If an index-match occurs on such a "run", I<all pairs> of matching values are
added to the output PDLs.

All alignments have been performed if:

 $ostate(0)==$NnzA && $ostate(1)==$NnzB

B<WARNING:> this alignment method ignores index-vectors which are not present
in I<both> C<$ixa()> and C<$ixb()>, which is a Good Thing if your are feeding
the aligned values into an operation for which missing values are annihilators:

 $missinga * $bval     == ($missinga * $missingb)  for each $bval \in $b, and
 $aval     * $missingb == ($missinga * $missingb)  for each $aval \in $a

This ought to be the case for all operations if missing values are C<BAD> (see L<PDL::Bad>),
but might cause unexpected results if e.g. missing values are zero and the operation
in question is addition.

}),

 ); ##--/ccs_binop_align_block_mia



##======================================================================
## Footer Administrivia
##======================================================================

##------------------------------------------------------
## pm additions: footer
pp_addpm(<<'EOPM');

##---------------------------------------------------------------------
=pod

=head1 ACKNOWLEDGEMENTS

Perl by Larry Wall.

PDL by Karl Glazebrook, Tuomas J. Lukka, Christian Soeller, and others.

=cut

##----------------------------------------------------------------------
=pod

=head1 KNOWN BUGS

No support for (pseudo)-threading.

=cut


##---------------------------------------------------------------------
=pod

=head1 AUTHOR

Bryan Jurish E<lt>moocow@cpan.orgE<gt>

=head2 Copyright Policy

All other parts Copyright (C) 2007-2024, Bryan Jurish. All rights reserved.

This package is free software, and entirely without warranty.
You may redistribute it and/or modify it under the same terms
as Perl itself.

=head1 SEE ALSO

perl(1), PDL(3perl)

=cut

EOPM


# Always make sure that you finish your PP declarations with
# pp_done
pp_done();
##----------------------------------------------------------------------