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package HackaMol::X::Vina; |
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#ABSTRACT: HackaMol extension for running Autodock Vina |
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151082
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use Moose; |
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492592
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use MooseX::StrictConstructor; |
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29512
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use Moose::Util::TypeConstraints; |
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use Math::Vector::Real; |
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use MooseX::Types::Path::Tiny qw(AbsPath) ; |
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267616
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use HackaMol; # for building molecules |
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use File::chdir; |
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use namespace::autoclean; |
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use Carp; |
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with qw(HackaMol::X::ExtensionRole); |
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has $_ => ( |
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is => 'rw', |
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isa => AbsPath, |
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predicate => "has_$_", |
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required => 1, |
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coerce => 1, |
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) foreach ( qw( receptor ligand ) ); |
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has 'save_mol' => ( |
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is => 'rw', |
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isa => 'Bool', |
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default => 0, |
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); |
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has $_ => ( |
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is => 'rw', |
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isa => 'Num', |
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predicate => "has_$_", |
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) foreach qw(center_x center_y center_z size_x size_y size_z); |
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has 'num_modes' => ( |
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is => 'rw', |
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isa => 'Int', |
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predicate => "has_num_modes", |
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default => 1, |
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lazy => 1, |
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); |
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has $_ => ( |
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is => 'rw', |
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isa => 'Int', |
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predicate => "has_$_", |
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) foreach qw(energy_range exhaustiveness seed cpu); |
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has 'center' => ( |
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is => 'rw', |
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isa => 'Math::Vector::Real', |
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predicate => "has_center", |
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trigger => \&_set_center, |
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); |
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has 'size' => ( |
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is => 'rw', |
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isa => 'Math::Vector::Real', |
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predicate => "has_size", |
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trigger => \&_set_size, |
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); |
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66
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sub BUILD { |
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0
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my $self = shift; |
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69
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7
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100
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258
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if ( $self->has_scratch ) { |
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5
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$self->scratch->mkpath unless ( $self->scratch->exists ); |
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} |
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# build in some defaults |
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$self->in_fn("conf.txt") unless ($self->has_in_fn); |
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841
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$self->exe($ENV{"HOME"}."/bin/vina") unless $self->has_exe; |
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349
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unless ( $self->has_out_fn ) { |
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my $outlig = $self->ligand->basename; |
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$outlig =~ s/\.pdbqt/\_out\.pdbqt/; |
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$self->out_fn($outlig); |
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} |
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751
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unless ( $self->has_command ) { |
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my $cmd = $self->build_command; |
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136
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$self->command($cmd); |
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} |
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return; |
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} |
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sub _set_center { |
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my ( $self, $center, $old_center ) = @_; |
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150
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$self->center_x( $center->[0] ); |
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$self->center_y( $center->[1] ); |
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$self->center_z( $center->[2] ); |
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} |
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sub _set_size { |
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my ( $self, $size, $old_size ) = @_; |
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$self->size_x( $size->[0] ); |
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$self->size_y( $size->[1] ); |
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$self->size_z( $size->[2] ); |
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} |
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105
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#required methods |
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sub build_command { |
107
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0
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1549
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my $self = shift; |
108
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9
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my $cmd; |
109
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216
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$cmd = $self->exe; |
110
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288
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$cmd .= " --config " . $self->in_fn->stringify; |
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112
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# we always capture output |
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133
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return $cmd; |
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} |
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116
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sub _build_map_in { |
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# this builds the default behavior, can be set anew via new |
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1
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14
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return sub { return ( shift->write_input ) }; |
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1
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221
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119
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} |
120
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121
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sub _build_map_out { |
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# this builds the default behavior, can be set anew via new |
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my $sub_cr = sub { |
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0
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0
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my $self = shift; |
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my $qr = qr/^\s+\d+\s+(-*\d+\.\d)/; |
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my ( $stdout, $sterr ) = $self->capture_sys_command; |
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my @be = map { m/$qr/; $1 } |
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128
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grep { m/$qr/ } |
129
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split( "\n", $stdout ); |
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return (@be); |
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}; |
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return $sub_cr; |
133
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} |
134
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135
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sub dock { |
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0
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1
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my $self = shift; |
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0
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0
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my $num_modes = shift; |
138
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0
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0
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0
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$self->num_modes($num_modes) if defined($num_modes); |
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0
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0
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$self->map_input; |
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0
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0
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return $self->map_output; |
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} |
142
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143
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sub dock_mol { |
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# want this to return configurations of the molecule |
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0
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0
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1
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my $self = shift; |
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0
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my $num_modes = shift; |
147
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0
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0
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0
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$self->num_modes($num_modes) if defined($num_modes); |
148
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0
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0
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$self->map_input; |
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0
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0
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0
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local $CWD = $self->scratch if ( $self->has_scratch ); |
150
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0
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my @bes = $self->map_output; # this is fragile... broken if map_out changed... |
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0
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0
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my $mol = HackaMol -> new(hush_read => 1) |
152
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-> read_file_mol($self->out_fn->stringify); |
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0
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0
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$mol->push_score(@bes); |
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0
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0
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return ($mol); |
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} |
156
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157
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sub write_input { |
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1
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my $self = shift; |
159
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1
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1
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my $input; |
160
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1
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47
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$input .= sprintf( "%-15s = %-55s\n", 'out', $self->out_fn->stringify ); |
161
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1
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50
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57
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$input .= sprintf( "%-15s = %-55s\n", 'log', $self->log_fn->stringify ) |
162
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if $self->has_log_fn; |
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1
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9
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foreach my $cond ( |
164
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qw(receptor ligand cpu num_modes energy_range exhaustiveness seed)) |
165
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{ |
166
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7
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21
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my $condition = "has_$cond"; |
167
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7
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100
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298
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$input .= sprintf( "%-15s = %-55s\n", $cond, $self->$cond ) |
168
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if $self->$condition; |
169
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} |
170
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1
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3
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foreach my $metric (qw(center_x center_y center_z size_x size_y size_z)) { |
171
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6
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219
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$input .= sprintf( "%-15s = %-55s\n", $metric, $self->$metric ); |
172
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} |
173
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1
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36
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$self->in_fn->spew($input); |
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1
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422
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return ($input); |
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} |
176
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177
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__PACKAGE__->meta->make_immutable; |
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179
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1; |
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181
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__END__ |
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183
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=pod |
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185
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=head1 NAME |
186
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187
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HackaMol::X::Vina - HackaMol extension for running Autodock Vina |
188
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189
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=head1 VERSION |
190
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191
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version 0.01 |
192
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193
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=head1 SYNOPSIS |
194
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195
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use Modern::Perl; |
196
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use HackaMol; |
197
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use HackaMol::X::Vina; |
198
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use Math::Vector::Real; |
199
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200
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my $receptor = "receptor.pdbqt"; |
201
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my $ligand = "lig.pdbqt", |
202
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my $rmol = HackaMol -> new( hush_read=>1 ) -> read_file_mol( $receptor ); |
203
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my $lmol = HackaMol -> new( hush_read=>1 ) -> read_file_mol( $ligand ); |
204
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my $fh = $lmol->print_pdb("lig_out.pdb"); |
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my @centers = map {$_ -> xyz} |
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grep {$_ -> name eq "OH" } |
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grep {$_ -> resname eq "TYR"} $rmol -> all_atoms; |
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foreach my $center ( @centers ){ |
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my $vina = HackaMol::X::Vina -> new( |
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receptor => $receptor, |
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ligand => $ligand, |
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center => $center, |
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size => V( 20, 20, 20 ), |
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cpu => 4, |
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exhaustiveness => 12, |
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exe => '~/bin/vina', |
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scratch => 'tmp', |
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); |
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my $mol = $vina->dock_mol(3); # fill mol with 3 binding configurations |
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printf ("Score: %6.1f\n", $mol->get_score($_) ) foreach (0 .. $mol->tmax); |
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$mol->print_pdb_ts([0 .. $mol->tmax], $fh); |
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} |
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$_->segid("hgca") foreach $rmol->all_atoms; #for vmd rendering cartoons.. etc |
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$rmol->print_pdb("receptor.pdb"); |
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=head1 DESCRIPTION |
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HackaMol::X::Vina provides an interface to AutoDock Vina, which is a widely used program for docking small molecules |
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(ligands) into biological molecules (receptors). This class provides methods for writing configuration files and for |
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processing output. The input/output associated with running Vina is pretty simple, but there is still a fair amount of |
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scripting required to apply the program to virtual drug-screens that often involve sets of around 100,000 ligands, several |
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sites (centers) within a given receptor, which may also have multiple configurations. The goal of this interface is to reduce |
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the amount of scripting needed to set up massive drug screens, provide flexibility in analysis/application, and improve |
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control of what is written into files that can quickly accumulate. For example, the synopsis docks a ligand into a |
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receptor for a collection of centers located at the hydroxy group of tyrosine residues; there are a multitude of binding |
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site prediction software that can be used to provide a collection of centers. Loops over ligands, receptors, centers are |
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straightforward to implement, but large screens on a computer cluster will require splitting the loops into chunks that |
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can be spread across the queueing system. See the examples. |
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This class does not include the AutoDock Vina program, which is |
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L<released under a very permissive Apache license|http://vina.scripps.edu/manual.html#license>, with few |
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restrictions on commercial or non-commercial use, or on the derivative works, such is this. Follow these |
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L<instructions | http://vina.scripps.edu/manual.html#installation> to acquire the program. Most importantly, if |
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you use this interface effectively, please be sure to cite AutoDock Vina in your work: |
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254
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O. Trott, A. J. Olson, AutoDock Vina: improving the speed and accuracy of docking with a new scoring function, efficient optimization and multithreading, Journal of Computational Chemistry 31 (2010) 455-461 |
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256
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Since HackaMol has no pdbqt writing capabilities (yet, HackaMol can read pdbqt files; hush_read=>1 recommended, see |
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synopsis), the user is required to provide those files. L<OpenBabel| http://openbabel.org/wiki/Main_Page> and L<MGLTools| http://mgltools.scripps.edu> are popular |
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and effective. This is still a work in progress and the API may change. Documentation will improve as API |
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gets more stable... comments/contributions welcome! The automated testing reported on metacpan will likely give a bunch |
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of fails until I have time to figure out how to skip tests calling on the vina program to run. |
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262
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=head1 METHODS |
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264
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=head2 write_input |
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This method takes no arguments; it returns, as a scalar, the input constructed from attributes. This method is called by map_input method via the map_in attribute to write the configuration file for running Vina. |
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268
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=head2 map_input |
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270
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provided by L<HackaMol::X::ExtensionRole>. Writes the configuration file for Vina. See dock and dock_mol methods. |
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272
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=head2 map_output |
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274
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provided by L<HackaMol::X::ExtensionRole>. By default, this method returns the docking scores as an array. |
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276
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=head2 dock_mol |
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278
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this method takes the number of binding modes (Integer) as an argument (Int). The argument is optional, and the num_modes attribute is rewritten if passed. This method calls the map_input and map_output methods for preparing and running Vina. It loads the resulting pdbqt and scores into a L<HackaMol::Molecule> object. The scores are stored into the score attribute provided by the L<HackaMol::QmMolRole>. See the synopsis for an example. |
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280
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=head2 dock |
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282
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this method is similar to dock_mol, but returns only the scores. |
283
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284
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=head1 ATTRIBUTES |
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286
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=head2 mol |
287
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288
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isa L<HackaMol::Molecule> object that is 'ro' and provided by L<HackaMol::X::ExtensionRole>. |
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290
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=head2 map_in map_out |
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292
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these attributes are 'ro' CodeRefs that can be adjusted in a given instance of a class. These are provided by L<HackaMol::X::ExtensionRole>. Setting the map_in and map_out attributes are for advanced use. Defaults are provided that are used in the map_input and map_output methods. |
293
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294
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=head2 receptor ligand |
295
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296
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these attributes are 'rw' and coerced into L<Path::Tiny> objects using the AbsPath type provided by L<MooseX::Types::Path::Tiny>. Thus, setting the receptor or ligand attributes with a string will store the entire path to the file, which |
297
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is provided to Vina via the input configuration file. The receptor and ligand attributes typically point to pdbqt |
298
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files used for running the docking calculations. |
299
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300
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=head2 save_mol |
301
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302
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this attribute isa 'Bool' that is 'rw'. |
303
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304
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=head2 center |
305
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306
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this attribute isa Math::Vector::Real object that is 'rw'. This attribute comes with a trigger that writes the |
307
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center_x, center_y, and center_z attributes that are used in Vina configuration files. |
308
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309
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=head2 center_x center_y center_z |
310
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311
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this attribute isa Num that is 'rw'. These attributes provide the center for the box that (with size_x, size_y, size_z) define the docking space searched by Vina. Using the center attribute may be more convenient since it has the same |
312
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type as the coordinates in atoms. See the synopsis. |
313
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314
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=head2 size_x size_y size_z |
315
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316
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this attribute isa Num that is 'rw'. These attributes provide the edgelengths of the the box that (with center_x, |
317
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center_y, center_z) define the docking space searched by Vina. |
318
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319
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=head2 num_modes |
320
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321
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this attribute isa Int that is 'rw'. It provides the requested number of binding modes (ligand configurations) for |
322
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Vina via the configuration file. Vina may return a smaller number of configurations depending on energy_range |
323
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or other factors (that need documentation). |
324
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325
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=head2 energy_range |
326
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327
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this attribute isa Int that is 'rw'. In kcal/mol, provides a window for the number of configurations to return. |
328
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329
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=head2 exhaustiveness |
330
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331
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this attribute isa Int that is 'rw'. The higher the number the more time Vina will take looking for optimal |
332
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docking configurations. |
333
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334
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=head2 cpu |
335
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336
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this attribute isa Int that is 'rw'. By default Vina will try to use all the cores available. Setting this |
337
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attribute will limit the number of cores used by Vina. |
338
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339
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=head2 scratch |
340
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341
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this attribute isa L<Path::Tiny> that is 'ro' and provided by L<HackaMol::PathRole>. Setting this attribute return a |
342
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Path::Tiny object with absolute path that will be created if needed and then used for |
343
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all Vina calculations to be run. |
344
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345
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=head2 in_fn |
346
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347
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this attribute isa L<Path::Tiny> that is 'rw' and provided by L<HackaMol::PathRole>. The default is set to conf.txt |
348
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when the object is built using the new method. If many instances of Vina will be running at the same time in the |
349
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same directory, this conf.txt will need to be unique for each one!!! The same applies to out_fn which is |
350
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described next. |
351
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352
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=head2 out_fn |
353
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354
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this attribute isa L<Path::Tiny> that is 'rw' and provided by L<HackaMol::PathRole>. The default is set to a value |
355
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derived from the the basename of the ligand attribute. i.e. out_fn is set to lig_out.pdbqt from |
356
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/some/big/path/lig.pdbqt. The Vina default behavior is to write to /some/big/path/lig_out.pdbqt, is usually not |
357
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wanted (by me anyway); thus, the default is always set and written to the configuration file. If many instances |
358
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of Vina will be running at the same time in the same directory, the output will need to be unique for each one as |
359
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described above. |
360
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361
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=head1 SEE ALSO |
362
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363
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=over 4 |
364
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365
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=item * |
366
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367
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L<HackaMol> |
368
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369
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=item * |
370
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371
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L<HackaMol::X::ExtensionRole> |
372
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373
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=item * |
374
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375
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L<HackaMol::X::Calculator> |
376
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377
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=item * |
378
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379
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L<PBS::Client> |
380
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381
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=item * |
382
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383
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L<Vina | http://vina.scripps.edu> |
384
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385
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=item * |
386
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387
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L<MGLTools | http://mgltools.scripps.edu> |
388
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389
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=item * |
390
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391
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L<Open Babel | http://openbabel.org> |
392
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393
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=back |
394
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395
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=head1 EXTENDS |
396
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397
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=over 4 |
398
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399
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=item * L<Moose::Object> |
400
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401
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=back |
402
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403
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=head1 CONSUMES |
404
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405
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=over 4 |
406
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407
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=item * L<HackaMol::ExeRole> |
408
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409
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=item * L<HackaMol::ExeRole|HackaMol::PathRole> |
410
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411
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=item * L<HackaMol::PathRole> |
412
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413
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=item * L<HackaMol::X::ExtensionRole> |
414
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415
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=back |
416
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417
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=head1 AUTHOR |
418
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419
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|
Demian Riccardi <demianriccardi@gmail.com> |
420
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421
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=head1 COPYRIGHT AND LICENSE |
422
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423
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This software is copyright (c) 2015 by Demian Riccardi. |
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This is free software; you can redistribute it and/or modify it under |
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the same terms as the Perl 5 programming language system itself. |
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=cut |