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# |
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# BioPerl module for Bio::Search::Result::BlastResult |
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# |
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# Please direct questions and support issues to |
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# |
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# Cared for by Steve Chervitz |
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# |
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# Copyright Steve Chervitz |
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# |
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# You may distribute this module under the same terms as perl itself |
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# POD documentation - main docs before the code |
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=head1 NAME |
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Bio::Search::Result::BlastResult - Blast-specific subclass of Bio::Search::Result::GenericResult |
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=head1 SYNOPSIS |
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# Working with iterations (PSI-BLAST results) |
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$result->next_iteration(); |
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$result->num_iterations(); |
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$result->iteration(); |
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$result->iterations(); |
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# See Bio::Search::Result::GenericResult for information about working with Results. |
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# See L |
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# for details about working with iterations. |
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# TODO: |
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# * Show how to configure a SearchIO stream so that it generates |
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# BlastResult objects. |
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=head1 DESCRIPTION |
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This object is a subclass of Bio::Search::Result::GenericResult |
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and provides some operations that facilitate working with BLAST |
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and PSI-BLAST results. |
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For general information about working with Results, see |
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Bio::Search::Result::GenericResult. |
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=head1 FEEDBACK |
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=head2 Mailing Lists |
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User feedback is an integral part of the evolution of this and other |
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Bioperl modules. Send your comments and suggestions preferably to |
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the Bioperl mailing list. Your participation is much appreciated. |
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bioperl-l@bioperl.org - General discussion |
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http://bioperl.org/wiki/Mailing_lists - About the mailing lists |
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=head2 Support |
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Please direct usage questions or support issues to the mailing list: |
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I |
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rather than to the module maintainer directly. Many experienced and |
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reponsive experts will be able look at the problem and quickly |
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address it. Please include a thorough description of the problem |
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with code and data examples if at all possible. |
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=head2 Reporting Bugs |
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Report bugs to the Bioperl bug tracking system to help us keep track |
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of the bugs and their resolution. Bug reports can be submitted via the |
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web: |
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https://github.com/bioperl/bioperl-live/issues |
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=head1 AUTHOR - Steve Chervitz |
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Email sac@bioperl.org |
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=head1 APPENDIX |
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82
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The rest of the documentation details each of the object methods. |
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Internal methods are usually preceded with a _ |
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=cut |
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# Let the code begin... |
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90
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91
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package Bio::Search::Result::BlastResult; |
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use strict; |
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3992
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use Bio::Search::BlastStatistics; |
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use base qw(Bio::Search::Result::GenericResult); |
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12403
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=head2 new |
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100
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Title : new |
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Usage : my $obj = Bio::Search::Result::BlastResult->new(); |
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Function: Builds a new Bio::Search::Result::BlastResult object |
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Returns : Bio::Search::Result::BlastResult |
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Args : See Bio::Search::Result::GenericResult(); |
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The following parameters are specific to BlastResult: |
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-iterations => array ref of Bio::Search::Iteration::IterationI objects |
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-inclusion_threshold => e-value threshold for inclusion in the |
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PSI-BLAST score matrix model (blastpgp) |
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=cut |
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112
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sub new { |
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my($class,@args) = @_; |
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my $self = $class->SUPER::new(@args); |
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$self->{'_iterations'} = []; |
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$self->{'_iteration_index'} = 0; |
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$self->{'_iteration_count'} = 0; |
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my( $iters, $ithresh ) = $self->_rearrange([qw(ITERATIONS |
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INCLUSION_THRESHOLD)],@args); |
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$self->{'_inclusion_threshold'} = $ithresh; # This is a read-only variable |
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if( defined $iters ) { |
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$self->throw("Must define arrayref of Iterations when initializing a $class\n") unless ref($iters) =~ /array/i; |
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foreach my $i ( @{$iters} ) { |
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$self->add_iteration($i); |
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} |
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} |
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else { |
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# This shouldn't get called with the new SearchIO::blast. |
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print STDERR "BlastResult::new(): Not adding iterations.\n"; |
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$self->{'_no_iterations'} = 1; |
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} |
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return $self; |
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} |
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143
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=head2 hits |
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Title : hits |
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Usage : my @hits = $result->hits |
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Function: Returns the available hits for this Result |
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Returns : Array of L objects |
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Args : none |
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Note : This method overrides L to |
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take into account the possibility of multiple iterations, as occurs |
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in PSI-BLAST reports. |
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If there are multiple iterations, all 'new' hits for all iterations |
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are returned. These are the hits that did not occur in a previous |
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iteration. |
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See Also: L |
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=cut |
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sub hits { |
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my ($self) = shift; |
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if ($self->{'_no_iterations'}) { |
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return $self->SUPER::hits; |
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} |
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my @hits = (); |
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foreach my $it ($self->iterations) { |
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push @hits, $it->hits; |
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} |
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return @hits; |
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} |
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=head2 next_hit |
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175
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Title : next_hit |
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Usage : while( $hit = $result->next_hit()) { ... } |
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Function: Returns the next available Hit object, representing potential |
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matches between the query and various entities from the database. |
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Returns : a Bio::Search::Hit::HitI object or undef if there are no more. |
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Args : none |
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Note : This method overrides L |
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to take into account the possibility of multiple iterations, as |
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occurs in PSI-BLAST reports. |
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185
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If there are multiple iterations, calling next_hit() traverses the |
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all of the hits, old and new, for each iteration, calling next_hit() |
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on each iteration. |
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189
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See Also: L |
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191
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=cut |
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192
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193
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sub next_hit { |
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1381
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1381
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1
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70422
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my ($self,@args) = @_; |
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1381
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50
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2394
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if ($self->{'_no_iterations'}) { |
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0
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0
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return $self->SUPER::next_hit(@args); |
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} |
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198
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199
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1381
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1043
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my $iter_index; |
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200
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1381
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2274
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if (not defined $self->{'_last_hit'}) { |
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201
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111
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329
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$iter_index = $self->{'_iter_index'} = $self->_next_iteration_index; |
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202
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} else { |
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203
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1270
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1236
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$iter_index = $self->{'_iter_index'}; |
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} |
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205
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206
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1381
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100
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1240
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return if $iter_index >= scalar @{$self->{'_iterations'}}; |
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1381
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2274
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207
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208
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1349
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1291
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my $it = $self->{'_iterations'}->[$iter_index]; |
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209
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1349
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2534
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my $hit = $self->{'_last_hit'} = $it->next_hit; |
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211
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1349
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100
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return defined($hit) ? $hit : $self->next_hit; |
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} |
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215
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=head2 num_hits |
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216
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217
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Title : num_hits |
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Usage : my $hitcount= $result->num_hits |
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Function: returns the number of hits for this query result |
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Returns : integer |
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Args : none |
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222
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Note : This method overrides L |
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223
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to take into account the possibility of multiple iterations, as |
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224
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occurs in PSI-BLAST reports. |
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225
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226
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If there are multiple iterations, calling num_hits() returns the |
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number of 'new' hits for each iteration. These are the hits that did |
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not occur in a previous iteration. |
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230
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See Also: L |
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232
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=cut |
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234
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sub num_hits{ |
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3
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3
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1
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11
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my ($self) = shift; |
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236
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3
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50
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10
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if ($self->{'_no_iterations'}) { |
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0
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0
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return $self->SUPER::num_hits; |
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} |
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3
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8
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if (not defined $self->{'_iterations'}) { |
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0
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$self->throw("Can't get Hits: data not collected."); |
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} |
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3
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9
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return scalar( $self->hits ); |
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243
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} |
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244
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245
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=head2 add_hit |
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246
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247
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Title : add_hit |
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Usage : $report->add_hit($hit) |
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Function: Adds a HitI to the stored list of hits |
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Returns : Number of HitI currently stored |
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Args : Bio::Search::Hit::HitI |
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252
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253
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=cut |
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254
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255
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sub add_hit { |
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256
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1
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1
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1
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4
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my ($self,$hit) = @_; |
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257
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1
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5
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my $iter = $self->iteration; |
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258
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1
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50
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5
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if( $hit->isa('Bio::Search::Hit::HitI') ) { |
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259
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1
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6
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return $iter->add_hit(-hit => $hit); |
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260
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} else { |
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261
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0
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0
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$self->throw("Passed in a " .ref($hit). |
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262
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" as a Iteration which is not a Bio::Search::Hit::HitI."); |
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263
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} |
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264
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0
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0
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return $iter->num_hits; |
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265
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} |
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266
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267
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=head2 add_iteration |
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268
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269
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Title : add_iteration |
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270
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Usage : $report->add_iteration($iteration) |
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271
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Function: Adds a IterationI to the stored list of iterations |
|
272
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Returns : Number of IterationI currently stored |
|
273
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Args : Bio::Search::Iteration::IterationI |
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274
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275
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=cut |
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276
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277
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|
sub add_iteration { |
|
278
|
93
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93
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1
|
143
|
my ($self,$i) = @_; |
|
279
|
93
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50
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|
426
|
if( $i->isa('Bio::Search::Iteration::IterationI') ) { |
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280
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93
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|
108
|
push @{$self->{'_iterations'}}, $i; |
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|
93
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244
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281
|
93
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|
178
|
$self->{'_iteration_count'}++; |
|
282
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|
|
} else { |
|
283
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0
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0
|
$self->throw("Passed in a " .ref($i). |
|
284
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|
|
" as a Iteration which is not a Bio::Search::Iteration::IterationI."); |
|
285
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|
|
} |
|
286
|
93
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|
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|
107
|
return scalar @{$self->{'_iterations'}}; |
|
|
93
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|
222
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|
287
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|
|
} |
|
288
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|
289
|
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|
290
|
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|
|
=head2 next_iteration |
|
291
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|
292
|
|
|
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|
|
Title : next_iteration |
|
293
|
|
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|
|
Usage : while( $it = $result->next_iteration()) { ... } |
|
294
|
|
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|
|
|
Function: Returns the next Iteration object, representing all hits |
|
295
|
|
|
|
|
|
|
found within a given PSI-Blast iteration. |
|
296
|
|
|
|
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|
|
Returns : a Bio::Search::Iteration::IterationI object or undef if there are no more. |
|
297
|
|
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|
|
Args : none |
|
298
|
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|
299
|
|
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|
|
=cut |
|
300
|
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|
301
|
|
|
|
|
|
|
sub next_iteration { |
|
302
|
3
|
|
|
3
|
1
|
8
|
my ($self) = @_; |
|
303
|
|
|
|
|
|
|
|
|
304
|
3
|
100
|
|
|
|
14
|
unless($self->{'_iter_queue_started'}) { |
|
305
|
1
|
|
|
|
|
5
|
$self->{'_iter_queue'} = [$self->iterations()]; |
|
306
|
1
|
|
|
|
|
3
|
$self->{'_iter_queue_started'} = 1; |
|
307
|
|
|
|
|
|
|
} |
|
308
|
3
|
|
|
|
|
4
|
return shift @{$self->{'_iter_queue'}}; |
|
|
3
|
|
|
|
|
12
|
|
|
309
|
|
|
|
|
|
|
} |
|
310
|
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|
|
|
311
|
|
|
|
|
|
|
=head2 iteration |
|
312
|
|
|
|
|
|
|
|
|
313
|
|
|
|
|
|
|
Usage : $iteration = $blast->iteration( $number ); |
|
314
|
|
|
|
|
|
|
Purpose : Get an IterationI object for the specified iteration |
|
315
|
|
|
|
|
|
|
in the search result (PSI-BLAST). |
|
316
|
|
|
|
|
|
|
Returns : Bio::Search::Iteration::IterationI object |
|
317
|
|
|
|
|
|
|
Throws : Bio::Root::NoSuchThing exception if $number is not within |
|
318
|
|
|
|
|
|
|
range of the number of iterations in this report. |
|
319
|
|
|
|
|
|
|
Argument : integer (optional, if not specified get the last iteration) |
|
320
|
|
|
|
|
|
|
First iteration = 1 |
|
321
|
|
|
|
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|
|
|
|
322
|
|
|
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|
|
=cut |
|
323
|
|
|
|
|
|
|
|
|
324
|
|
|
|
|
|
|
sub iteration { |
|
325
|
1
|
|
|
1
|
1
|
1
|
my ($self,$num) = @_; |
|
326
|
1
|
50
|
|
|
|
3
|
$num = scalar @{$self->{'_iterations'}} unless defined $num; |
|
|
1
|
|
|
|
|
3
|
|
|
327
|
1
|
50
|
33
|
|
|
7
|
unless ($num >= 1 and $num <= scalar $self->{'_iteration_count'}) { |
|
328
|
0
|
|
|
|
|
0
|
$self->throw(-class=>'Bio::Root::NoSuchThing', |
|
329
|
|
|
|
|
|
|
-text=>"No such iteration number: $num. Valid range=1-$self->{'_iteration_count'}", |
|
330
|
|
|
|
|
|
|
-value=>$num); |
|
331
|
|
|
|
|
|
|
} |
|
332
|
1
|
|
|
|
|
3
|
return $self->{'_iterations'}->[$num-1]; |
|
333
|
|
|
|
|
|
|
} |
|
334
|
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
=head2 num_iterations |
|
336
|
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
Usage : $num_iterations = $blast->num_iterations; |
|
338
|
|
|
|
|
|
|
Purpose : Get the number of iterations in the search result (PSI-BLAST). |
|
339
|
|
|
|
|
|
|
Returns : Total number of iterations in the report |
|
340
|
|
|
|
|
|
|
Argument : none (read-only) |
|
341
|
|
|
|
|
|
|
|
|
342
|
|
|
|
|
|
|
=cut |
|
343
|
|
|
|
|
|
|
|
|
344
|
0
|
|
|
0
|
1
|
0
|
sub num_iterations { shift->{'_iteration_count'} } |
|
345
|
|
|
|
|
|
|
|
|
346
|
|
|
|
|
|
|
# Methods provided for consistency with BPpsilite.pm (now deprecated); |
|
347
|
|
|
|
|
|
|
# these are now merely synonyms |
|
348
|
|
|
|
|
|
|
|
|
349
|
|
|
|
|
|
|
=head2 number_of_iterations |
|
350
|
|
|
|
|
|
|
|
|
351
|
|
|
|
|
|
|
Usage : $num_iterations = $blast->number_of_iterations; |
|
352
|
|
|
|
|
|
|
Purpose : Get the number of iterations in the search result (PSI-BLAST). |
|
353
|
|
|
|
|
|
|
Returns : Total number of iterations in the report |
|
354
|
|
|
|
|
|
|
Argument : none (read-only) |
|
355
|
|
|
|
|
|
|
Note : Alias of L. |
|
356
|
|
|
|
|
|
|
|
|
357
|
|
|
|
|
|
|
=cut |
|
358
|
|
|
|
|
|
|
|
|
359
|
0
|
|
|
0
|
1
|
0
|
sub number_of_iterations { shift->num_iterations } |
|
360
|
|
|
|
|
|
|
|
|
361
|
|
|
|
|
|
|
=head2 round |
|
362
|
|
|
|
|
|
|
|
|
363
|
|
|
|
|
|
|
Usage : $round = $blast->round( $number ); |
|
364
|
|
|
|
|
|
|
Purpose : Get an IterationI object for the specified iteration |
|
365
|
|
|
|
|
|
|
in the search result (PSI-BLAST). |
|
366
|
|
|
|
|
|
|
Returns : Bio::Search::Iteration::IterationI object |
|
367
|
|
|
|
|
|
|
Throws : Bio::Root::NoSuchThing exception if $number is not within |
|
368
|
|
|
|
|
|
|
range of the number of iterations in this report. |
|
369
|
|
|
|
|
|
|
Argument : integer (optional, if not specified get the last iteration) |
|
370
|
|
|
|
|
|
|
First iteration = 1 |
|
371
|
|
|
|
|
|
|
Note : Alias of L. |
|
372
|
|
|
|
|
|
|
|
|
373
|
|
|
|
|
|
|
=cut |
|
374
|
|
|
|
|
|
|
|
|
375
|
0
|
|
|
0
|
1
|
0
|
sub round { shift->iteration(@_) } |
|
376
|
|
|
|
|
|
|
|
|
377
|
|
|
|
|
|
|
|
|
378
|
|
|
|
|
|
|
=head2 iterations |
|
379
|
|
|
|
|
|
|
|
|
380
|
|
|
|
|
|
|
Title : iterations |
|
381
|
|
|
|
|
|
|
Usage : my @iterations = $result->iterations |
|
382
|
|
|
|
|
|
|
Function: Returns the IterationI objects contained within this Result |
|
383
|
|
|
|
|
|
|
Returns : Array of L objects |
|
384
|
|
|
|
|
|
|
Args : none |
|
385
|
|
|
|
|
|
|
|
|
386
|
|
|
|
|
|
|
=cut |
|
387
|
|
|
|
|
|
|
|
|
388
|
|
|
|
|
|
|
sub iterations { |
|
389
|
15
|
|
|
15
|
1
|
26
|
my $self = shift; |
|
390
|
15
|
|
|
|
|
28
|
my @its = (); |
|
391
|
15
|
50
|
|
|
|
89
|
if( ref($self->{'_iterations'}) =~ /ARRAY/i ) { |
|
392
|
15
|
|
|
|
|
24
|
@its = @{$self->{'_iterations'}}; |
|
|
15
|
|
|
|
|
281
|
|
|
393
|
|
|
|
|
|
|
} |
|
394
|
15
|
|
|
|
|
43
|
return @its; |
|
395
|
|
|
|
|
|
|
} |
|
396
|
|
|
|
|
|
|
|
|
397
|
|
|
|
|
|
|
=head2 psiblast |
|
398
|
|
|
|
|
|
|
|
|
399
|
|
|
|
|
|
|
Usage : if( $blast->psiblast ) { ... } |
|
400
|
|
|
|
|
|
|
Purpose : Set/get a boolean indicator whether or not the report |
|
401
|
|
|
|
|
|
|
is a PSI-BLAST report. |
|
402
|
|
|
|
|
|
|
Returns : 1 if PSI-BLAST, undef if not. |
|
403
|
|
|
|
|
|
|
Argument : 1 (when setting) |
|
404
|
|
|
|
|
|
|
|
|
405
|
|
|
|
|
|
|
=cut |
|
406
|
|
|
|
|
|
|
|
|
407
|
|
|
|
|
|
|
#---------------- |
|
408
|
|
|
|
|
|
|
sub psiblast { |
|
409
|
|
|
|
|
|
|
#---------------- |
|
410
|
0
|
|
|
0
|
1
|
0
|
my ($self, $val ) = @_; |
|
411
|
0
|
0
|
|
|
|
0
|
if( $val ) { |
|
412
|
0
|
|
|
|
|
0
|
$self->{'_psiblast'} = 1; |
|
413
|
|
|
|
|
|
|
} |
|
414
|
0
|
|
|
|
|
0
|
return $self->{'_psiblast'}; |
|
415
|
|
|
|
|
|
|
} |
|
416
|
|
|
|
|
|
|
|
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417
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418
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=head2 no_hits_found |
|
419
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420
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Usage : $nohits = $blast->no_hits_found( $iteration_number ); |
|
421
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|
Purpose : Get boolean indicator indicating whether or not any hits |
|
422
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were present in the report. |
|
423
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424
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|
This is NOT the same as determining the number of hits via |
|
425
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the hits() method, which will return zero hits if there were no |
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426
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|
hits in the report or if all hits were filtered out during the parse. |
|
427
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428
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Thus, this method can be used to distinguish these possibilities |
|
429
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for hitless reports generated when filtering. |
|
430
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431
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Returns : Boolean |
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432
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|
Argument : (optional) integer indicating the iteration number (PSI-BLAST) |
|
433
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If iteration number is not specified and this is a PSI-BLAST result, |
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434
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then this method will return true only if all iterations had |
|
435
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no hits found. |
|
436
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437
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=cut |
|
438
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439
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sub no_hits_found { |
|
440
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0
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0
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1
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0
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my ($self, $round) = @_; |
|
441
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442
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0
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0
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my $result = 0; # final return value of this method. |
|
443
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# Watch the double negative! |
|
444
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# result = 0 means "yes hits were found" |
|
445
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# result = 1 means "no hits were found" (for the indicated iteration or all iterations) |
|
446
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447
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# If a iteration was not specified and there were multiple iterations, |
|
448
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# this method should return true only if all iterations had no hits found. |
|
449
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0
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0
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0
|
if( not defined $round ) { |
|
450
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0
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0
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0
|
if( $self->{'_iterations'} > 1) { |
|
451
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0
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0
|
$result = 1; |
|
452
|
0
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0
|
foreach my $i( 1..$self->{'_iterations'} ) { |
|
453
|
0
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0
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0
|
if( not defined $self->{"_iteration_$i"}->{'_no_hits_found'} ) { |
|
454
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0
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0
|
$result = 0; |
|
455
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0
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0
|
last; |
|
456
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} |
|
457
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} |
|
458
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} |
|
459
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|
else { |
|
460
|
0
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0
|
$result = $self->{"_iteration_1"}->{'_no_hits_found'}; |
|
461
|
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|
} |
|
462
|
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} |
|
463
|
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|
else { |
|
464
|
0
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|
0
|
$result = $self->{"_iteration_$round"}->{'_no_hits_found'}; |
|
465
|
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} |
|
466
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|
467
|
0
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|
0
|
return $result; |
|
468
|
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} |
|
469
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|
470
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|
471
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|
=head2 set_no_hits_found |
|
472
|
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|
473
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|
|
Usage : $blast->set_no_hits_found( $iteration_number ); |
|
474
|
|
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|
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|
|
Purpose : Set boolean indicator indicating whether or not any hits |
|
475
|
|
|
|
|
|
|
were present in the report. |
|
476
|
|
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|
|
Returns : n/a |
|
477
|
|
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|
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|
|
Argument : (optional) integer indicating the iteration number (PSI-BLAST) |
|
478
|
|
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|
479
|
|
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|
|
=cut |
|
480
|
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|
481
|
|
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|
|
sub set_no_hits_found { |
|
482
|
0
|
|
|
0
|
1
|
0
|
my ($self, $round) = @_; |
|
483
|
0
|
|
0
|
|
|
0
|
$round ||= 1; |
|
484
|
0
|
|
|
|
|
0
|
$self->{"_iteration_$round"}->{'_no_hits_found'} = 1; |
|
485
|
|
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|
|
} |
|
486
|
|
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|
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|
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|
|
487
|
|
|
|
|
|
|
=head2 _next_iteration_index |
|
488
|
|
|
|
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|
489
|
|
|
|
|
|
|
Title : _next_iteration_index |
|
490
|
|
|
|
|
|
|
Usage : private |
|
491
|
|
|
|
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|
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|
|
492
|
|
|
|
|
|
|
=cut |
|
493
|
|
|
|
|
|
|
|
|
494
|
|
|
|
|
|
|
sub _next_iteration_index{ |
|
495
|
111
|
|
|
111
|
|
163
|
my ($self,@args) = @_; |
|
496
|
111
|
|
|
|
|
340
|
return $self->{'_iteration_index'}++; |
|
497
|
|
|
|
|
|
|
} |
|
498
|
|
|
|
|
|
|
|
|
499
|
|
|
|
|
|
|
|
|
500
|
|
|
|
|
|
|
=head2 rewind |
|
501
|
|
|
|
|
|
|
|
|
502
|
|
|
|
|
|
|
Title : rewind |
|
503
|
|
|
|
|
|
|
Usage : $result->rewind; |
|
504
|
|
|
|
|
|
|
Function: Allow one to reset the Iteration iterator to the beginning |
|
505
|
|
|
|
|
|
|
Since this is an in-memory implementation |
|
506
|
|
|
|
|
|
|
Returns : none |
|
507
|
|
|
|
|
|
|
Args : none |
|
508
|
|
|
|
|
|
|
|
|
509
|
|
|
|
|
|
|
=cut |
|
510
|
|
|
|
|
|
|
|
|
511
|
|
|
|
|
|
|
sub rewind { |
|
512
|
5
|
|
|
5
|
1
|
8
|
my $self = shift; |
|
513
|
5
|
|
|
|
|
77
|
$self->SUPER::rewind(@_); |
|
514
|
5
|
|
|
|
|
12
|
$self->{'_iteration_index'} = 0; |
|
515
|
5
|
|
|
|
|
32
|
foreach ($self->iterations) { |
|
516
|
5
|
|
|
|
|
24
|
$_->rewind; |
|
517
|
|
|
|
|
|
|
} |
|
518
|
|
|
|
|
|
|
} |
|
519
|
|
|
|
|
|
|
|
|
520
|
|
|
|
|
|
|
|
|
521
|
|
|
|
|
|
|
=head2 inclusion_threshold |
|
522
|
|
|
|
|
|
|
|
|
523
|
|
|
|
|
|
|
Title : inclusion_threshold |
|
524
|
|
|
|
|
|
|
Usage : my $incl_thresh = $result->inclusion_threshold; (read-only) |
|
525
|
|
|
|
|
|
|
Function: Gets the e-value threshold for inclusion in the PSI-BLAST |
|
526
|
|
|
|
|
|
|
score matrix model (blastpgp) that was used for generating the report |
|
527
|
|
|
|
|
|
|
being parsed. |
|
528
|
|
|
|
|
|
|
Returns : number (real) or undef if not a PSI-BLAST report. |
|
529
|
|
|
|
|
|
|
Args : none |
|
530
|
|
|
|
|
|
|
|
|
531
|
|
|
|
|
|
|
=cut |
|
532
|
|
|
|
|
|
|
|
|
533
|
|
|
|
|
|
|
sub inclusion_threshold { |
|
534
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
535
|
0
|
|
|
|
|
|
return $self->{'_inclusion_threshold'}; |
|
536
|
|
|
|
|
|
|
} |
|
537
|
|
|
|
|
|
|
|
|
538
|
|
|
|
|
|
|
1; |