File Coverage

blib/lib/AI/XGBoost/Booster.pm

Criterion	Covered	Total	%
statement	10	12	83.3
branch			n/a
condition			n/a
subroutine	4	4	100.0
pod			n/a
total	14	16	87.5

package AI::XGBoost::Booster;

use strict;
use warnings;
use utf8;

our $VERSION = '0.11';    # VERSION

# ABSTRACT: XGBoost main class for training, prediction and evaluation

use Moose;
use AI::XGBoost::CAPI qw(:all);
use namespace::autoclean;

has _handle => ( is       => 'rw',
                 init_arg => undef, );

sub update {
    my $self = shift;
    my %args = @_;
    my ( $iteration, $dtrain ) = @args{qw(iteration dtrain)};
    XGBoosterUpdateOneIter( $self->_handle, $iteration, $dtrain->handle );
    return $self;
}

sub boost {
    my $self = shift;
    my %args = @_;
    my ( $dtrain, $grad, $hess ) = @args{qw(dtrain grad hess)};
    XGBoosterBoostOneIter( $self->_handle, $dtrain, $grad, $hess );
    return $self;
}

sub predict {
    my $self        = shift;
    my %args        = @_;
    my $data        = $args{'data'};
    my $result      = XGBoosterPredict( $self->_handle, $data->handle );
    my $result_size = scalar @$result;
    my $matrix_rows = $data->num_row;
    if ( $result_size != $matrix_rows && $result_size % $matrix_rows == 0 ) {
        my $col_size = $result_size / $matrix_rows;
        return [ map { [ @$result[ $_ * $col_size .. $_ * $col_size + $col_size - 1 ] ] } 0 .. $matrix_rows - 1 ];
    }
    return $result;
}

sub set_param {
    my $self = shift;
    my ( $name, $value ) = @_;
    XGBoosterSetParam( $self->_handle, $name, $value );
    return $self;
}

sub set_attr {
    my $self = shift;
    my ( $name, $value ) = @_;
    XGBoosterSetAttr( $self->_handle, $name, $value );
    return $self;
}

sub get_attr {
    my $self = shift;
    my ($name) = @_;
    XGBoosterGetAttr( $self->_handle, $name );
}

sub get_score {
    my $self = shift;
    my %args = @_;
    my ( $fmap, $importance_type ) = @args{qw(fmap importance_type)};

    if ( $importance_type eq "weight" ) {
        my @trees = $self->get_dump;
    } else {

    }

}

sub get_dump {
    my $self = shift;
    return XGBoosterDumpModelEx( $self->_handle, "", 1, "text" );
}

sub attributes {
    my $self = shift;
    return { map { $_ => $self->get_attr($_) } @{ XGBoosterGetAttrNames( $self->_handle ) } };
}

sub TO_JSON {
    my $self = shift;
    my $trees = XGBoosterDumpModelEx( $self->_handle, "", 1, "json" );
    return "[" . join( ',', @$trees ) . "]";
}

sub BUILD {
    my $self = shift;
    my $args = shift;
    $self->_handle( XGBoosterCreate( [ map { $_->handle } @{ $args->{'cache'} } ] ) );
}

sub DEMOLISH {
    my $self = shift();
    XGBoosterFree( $self->_handle );
}

__PACKAGE__->meta->make_immutable();

1;

__END__