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Data sharing capability for Many-Core Engine

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MCE::Shared for Perl

This document describes MCE::Shared version 1.891.

Description

This module provides data sharing capabilities for MCE supporting threads and processes.

MCE::Hobo, included with the distribution, provides threads-like parallelization for running code asynchronously. Unlike threads, Hobo workers are spawned as processes having unique PIDs.

Synopsis

 use MCE::Hobo;
 use MCE::Shared;

 my $N   = shift || 4_000_000;
 my $pi  = MCE::Shared->scalar( 0.0 );

 my $seq = MCE::Shared->sequence(
    { chunk_size => 200_000, bounds_only => 1 },
    0, $N - 1
 );

 sub compute_pi {
    my ( $wid ) = @_;

    while ( my ( $beg, $end ) = $seq->next ) {
       my ( $_pi, $t ) = ( 0.0 );
       for my $i ( $beg .. $end ) {
          $t = ( $i + 0.5 ) / $N;
          $_pi += 4.0 / ( 1.0 + $t * $t );
       }
       $pi->incrby( $_pi );
    }

    return;
 }

 MCE::Hobo->create( \&compute_pi, $_ ) for ( 1 .. 8 );

 # ... do other stuff ...

 $_->join() for MCE::Hobo->list();

 printf "pi = %0.13f\n", $pi->get / $N;  # 3.1415926535898

The next demonstration does the same thing using a MCE Model.

 use MCE::Flow;
 use MCE::Shared;

 my $N  = shift || 4_000_000;
 my $pi = MCE::Shared->scalar( 0.0 );

 sub compute_pi {
    my ( $wid, $beg_seq, $end_seq ) = @_;
    my ( $_pi, $t ) = ( 0.0 );

    foreach my $i ( $beg_seq .. $end_seq ) {
       $t = ( $i + 0.5 ) / $N;
       $_pi += 4.0 / ( 1.0 + $t * $t );
    }

    $pi->incrby( $_pi );
 }

 # Compute bounds only, workers receive [ begin, end ] values

 MCE::Flow->init(
    chunk_size  => 200_000,
    max_workers => 8,
    bounds_only => 1
 );

 mce_flow_s sub {
    compute_pi( MCE->wid, $_->[0], $_->[1] );
 }, 0, $N - 1;

 printf "pi = %0.13f\n", $pi->get / $N;  # 3.1415926535898

Installation and Dependencies

MCE::Shared enables extra functionality on systems with IO::FDPass installed. Without it, MCE::Shared is unable to send file descriptors to the shared-manager process. The use applies to Condvar, Queue, and Handle (mce_open). IO::FDpass isn't used for anything else.

To install this module type the following:

# Appends IO::FDPass to PREREQ_PM if a C compiler is available.
perl Makefile.PL

# Or exclude the IO::FDPass check and not append to PREREQ_PM.
MCE_PREREQ_EXCLUDE_IO_FDPASS=1 perl Makefile.PL

make
make test
make install

This module requires Perl 5.10.1 or later to run.

MCE::Shared utilizes the following modules:

bytes
constant
overload
Carp
Errno
IO::FDPass  1.2+ (optional, recommended on UNIX and Windows)
IO::Handle
MCE::Mutex  1.889+
MCE::Util   1.889+
MCE::Signal 1.889+
POSIX
Scalar::Util 1.22+
Sereal::Decoder 3.015+ (optional)
Sereal::Encoder 3.015+ (optional)
Socket
Storable    2.04+ (default when Sereal isn't available)
Test::More  0.45+ (for make test only)
Time::HiRes

The IO::FDPass module applies to MCE::Shared::{ Condvar, Handle, and Queue }.

Further Reading

The MCE::Shared module is described at https://metacpan.org/pod/MCE::Shared.

The MCE::Hobo module is described at https://metacpan.org/pod/MCE::Hobo.

See also, MCE::Examples.

Copyright and Licensing

Copyright (C) 2016-2024 by Mario E. Roy

This program is free software; you can redistribute it and/or modify it under the same terms as Perl itself:

    a) the GNU General Public License as published by the Free
    Software Foundation; either version 1, or (at your option) any
    later version, or

    b) the "Artistic License" which comes with this Kit.

This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See either the GNU General Public License or the Artistic License for more details.

You should have received a copy of the Artistic License with this Kit, in the file named "LICENSE". If not, I'll be glad to provide one.

You should also have received a copy of the GNU General Public License along with this program in the file named "Copying". If not, write to the Free Software Foundation, Inc., 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301, USA or visit their web page on the internet at https://www.gnu.org/copyleft/gpl.html.

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