| BioPerl documentation | Contained in the BioPerl distribution. |
Bio::Assembly::IO::sam - An IO module for assemblies in Sam format *BETA*
$aio = Bio::Assembly::IO( -file => "mysam.bam",
-refdb => "myrefseqs.fas");
$assy = $aio->next_assembly;
This is a (currently) read-only IO module designed to convert Sequence/Alignment Map (SAM; http://samtools.sourceforge.net/) formatted alignments to Bio::Assembly::Scaffold representations, containing .Bio::Assembly::Contig and Bio::Assembly::Singlet objects. It uses lstein's Bio::DB::Sam to parse binary formatted SAM (.bam) files guided by a reference sequence fasta database.
NB: Bio::DB::Sam is not a BioPerl module; it can be obtained via
CPAN. It in turn requires the libbam library; source can be
downloaded at http://samtools.sourceforge.net/.
A binary SAM (.bam) alignment and a reference sequence database in
FASTA format are required. Various required indexes (.fai, .bai)
will be created as necessary (via Bio::DB::Sam).
...can be specified directly , if IO::Uncompress::Gunzip is installed. Get it from your local CPAN mirror.
The input alignment should be in (possibly gzipped) binary SAM
(.bam) format. If it isn't, you will get a message explaining how
to convert it, viz.:
$ samtools view -Sb mysam.sam > mysam.bam
The bam file must also be sorted on coordinates: do
$ samtools sort mysam.unsorted.bam > mysam.bam
Contigs are calculated by this module, using the 'coverage' feature of the Bio::DB::Sam object. A contig represents a contiguous portion of a reference sequence having non-zero coverage at each base.
The bwa assembler (http://bio-bwa.sourceforge.net/) can assign read sequences to multiple reference sequence locations. The present implementation currently assigns such reads only to the first contig in which they appear.
Consensus sequence and quality objects are calculated by this module,
using the pileup callback feature of Bio::DB::Sam. The consensus
is (currently) simply the residue at a position that has the maximum
sum of quality values. The consensus quality is the integer portion of
the simple average of quality values for the consensus residue.
Read sequences stored in contigs are accompanied by the following features:
contig : name of associated contig cigar : CIGAR string for this read
If the read is paired with a successfully mapped mate, these features will also be available:
mate_start : coordinate of to which the mate was aligned mate_len : length of mate read mate_strand : strand of mate (-1 or 1) insert_size : size of insert spanned by the mate pair
These features are obtained as follows:
@ids = $contig->get_seq_ids;
$an_id = $id[0]; # or whatever
$seq = $contig->get_seq_by_name($an_id);
# Bio::LocatableSeq's aren't SeqFeature containers, so...
$feat = $contig->get_seq_feat_by_tag(
$seq, "_aligned_coord:".$s->id
);
($cigar) = $feat->get_tag_values('cigar');
# etc.
User feedback is an integral part of the evolution of this and other Bioperl modules. Send your comments and suggestions preferably to the Bioperl mailing list. Your participation is much appreciated.
bioperl-l@bioperl.org - General discussion http://bioperl.org/wiki/Mailing_lists - About the mailing lists
Please direct usage questions or support issues to the mailing list:
rather than to the module maintainer directly. Many experienced and reponsive experts will be able look at the problem and quickly address it. Please include a thorough description of the problem with code and data examples if at all possible.
Report bugs to the Bioperl bug tracking system to help us keep track of the bugs and their resolution. Bug reports can be submitted via the web:
https://redmine.open-bio.org/projects/bioperl/
Email maj -at- fortinbras -dot- us
The rest of the documentation details each of the object methods. Internal methods are usually preceded with a _
Title : next_assembly
Usage : my $scaffold = $asmio->next_assembly();
Function: return the next assembly in the sam-formatted stream
Returns : Bio::Assembly::Scaffold object
Args : none
Title : next_contig
Usage : my $contig = $asmio->next_contig();
Function: return the next contig or singlet from the sam stream
Returns : Bio::Assembly::Contig or Bio::Assembly::Singlet
Args : none
Title : write_assembly Usage : Function: not implemented (module currrently read-only) Returns : Args :
Title : _store_contig
Usage : my $contigobj = $self->_store_contig(\%contiginfo);
Function: create and load a contig object
Returns : Bio::Assembly::Contig object
Args : Bio::DB::Sam::Segment object
Title : _store_read
Usage : my $readobj = $self->_store_read($readobj, $contigobj);
Function: store information of a read belonging to a contig in a contig object
Returns : Bio::LocatableSeq
Args : Bio::DB::Bam::AlignWrapper, Bio::Assembly::Contig
Title : _store_singlet
Usage : my $singletobj = $self->_store_singlet($contigobj);
Function: convert a contig object containing a single read into
a singlet object
Returns : Bio::Assembly::Singlet
Args : Bio::Assembly::Contig (previously loaded with only one seq)
Title : _init_sam
Usage : $self->_init_sam($fasfile)
Function: obtain a Bio::DB::Sam parsing of the associated sam file
Returns : true on success
Args : [optional] name of the fasta reference db (scalar string)
Note : The associated file can be plain text (.sam) or binary (.bam);
If the fasta file is not specified, and no file is contained in
the refdb() attribute, a .fas file with the same
basename as the sam file will be searched for.
Title : _get_contig_segs_from_coverage
Usage :
Function: calculates separate contigs using coverage info
in the segment
Returns : array of Bio::DB::Sam::Segment objects, representing
each contig
Args : Bio::DB::Sam::Segment object
Title : _calc_consensus_quality
Usage : @qual = $aio->_calc_consensus_quality( $contig_seg );
Function: calculate an average or other data-reduced quality
over all sites represented by the features contained
in a Bio::DB::Sam::Segment
Returns :
Args : a Bio::DB::Sam::Segment object
Title : _calc_consensus
Usage : @qual = $aio->_calc_consensus( $contig_seg );
Function: calculate a simple quality-weighted consensus sequence
for the segment
Returns : a SeqWithQuality object
Args : a Bio::DB::Sam::Segment object
Title : refdb Usage : $obj->refdb($newval) Function: the name of the reference db fasta file Example : Returns : value of refdb (a scalar) Args : on set, new value (a scalar or undef, optional)
Title : _segset
Usage : $segset_hashref = $self->_segset()
Function: hash container for the Bio::DB::Sam::Segment objects that
represent each set of contigs for each seq_id
{ $seq_id => [@contig_segments], ... }
Example :
Returns : value of _segset (a hashref) if no arg,
or the arrayref of contig segments, if arg == a seq id
Args : [optional] seq id (scalar string)
Note : readonly; hash elt set in _init_sam()
Title : _current_refseq_id Usage : $obj->_current_refseq_id($newval) Function: the "current" reference sequence id Example : Returns : value of _current_refseq (a scalar) Args : on set, new value (a scalar or undef, optional)
Title : current_contig_seg_idx Usage : $obj->current_contig_seg_idx($newval) Function: the "current" segment index in the "current" refseq Example : Returns : value of current_contig_seg_idx (a scalar) Args : on set, new value (a scalar or undef, optional)
Title : sam Usage : $obj->sam($newval) Function: store the associated Bio::DB::Sam object Example : Returns : value of sam (a Bio::DB::Sam object) Args : on set, new value (a scalar or undef, optional)
| BioPerl documentation | Contained in the BioPerl distribution. |
# # BioPerl module for Bio::Assembly::IO::sam # # Please direct questions and support issues to <bioperl-l@bioperl.org> # # Cared for by Mark A. Jensen <maj -at- fortinbras -dot- us> # # Copyright Mark A. Jensen # # You may distribute this module under the same terms as perl itself # POD documentation - main docs before the code
# Let the code begin... package Bio::Assembly::IO::sam; use strict; use warnings; # Object preamble - inherits from Bio::Root::Root use Bio::Seq::Quality; use Bio::Seq::PrimaryQual; use Bio::LocatableSeq; use Bio::Assembly::IO; use Bio::Assembly::Scaffold; use Bio::Assembly::Contig; use Bio::Assembly::Singlet; use Bio::SeqIO; use File::Spec; use File::Basename; use File::Temp qw(tempfile); use Carp; use Bio::Root::Root; use base qw(Bio::Root::Root Bio::Assembly::IO Bio::Root::IO); our $HAVE_IO_UNCOMPRESS; BEGIN { # check requirements unless ( eval "require Bio::DB::Sam; 1" ) { Bio::Root::Root->throw("__PACKAGE__ requires installation of samtools (libbam) and Bio::DB::Sam (available on CPAN; not part of BioPerl)"); } unless ( eval "require IO::Uncompress::Gunzip; \$HAVE_IO_UNCOMPRESS = 1") { Bio::Root::Root->warn("IO::Uncompress::Gunzip is not available; you'll have to do your decompression by hand."); } } my $progname = 'sam'; sub new { my $class = shift; my @args = @_; my $self = $class->SUPER::new(@args); my ($file, $refdb, $format) = $self->_rearrange([qw(FILE REFDB FORMAT)], @args); $self->file($file); $refdb && $self->refdb($refdb); $self->_init_sam() or croak( "Sam initialization failed" ); $self->{_assigned} = {}; return $self; }
sub next_assembly { my $self = shift; my @contig_set; # get Bio::DB::Sam object # could add a refdb or fasfile attribute to contain the reference db name # iterate through seq_ids... my @refseq_ids = $self->sam->seq_ids; my $assembly = Bio::Assembly::Scaffold->new( -progname => $progname ); foreach my $id (@refseq_ids) { #### this is choice 1: all refseqs into one assy...### $self->_current_refseq_id( $id ); # Load contigs and singlets in the scaffold while ( my $obj = $self->next_contig()) { # Add contig /singlet to assembly if ($obj->isa('Bio::Assembly::Singlet')) { # a singlet $assembly->add_singlet($obj); } else { # a contig $assembly->add_contig($obj); } } } return $assembly; }
sub next_contig { my $self = shift; if (!defined $self->_current_contig_seg_idx) { $self->_current_contig_seg_idx(0); } else { $self->_current_contig_seg_idx( 1+$self->_current_contig_seg_idx ); } unless ($self->_current_refseq_id) { croak("No current refseq id set"); } my $contig_segs = $self->_segset($self->_current_refseq_id); unless ($contig_segs && @$contig_segs) { croak("No contig segset for current id '".$self->_current_refseq_id."'") } # each segment in @$contig_segs represents a contig within the # current refseq my $contig_seg = $$contig_segs[$self->_current_contig_seg_idx]; return if (!defined $contig_seg); # iterator finished # each 'feature' in $contig_seg represents a read; # $seqio lets us iterate efficiently over the reads: my $seqio = $contig_seg->features(-iterator => 1); # Contig and read related my $contigobj = $self->_store_contig($contig_seg); my $numseq = 0; while ( my $read = $seqio->next_seq ) { if ($self->{_assigned}->{$read->name}) { 1; next; } $self->{_assigned}->{$read->name}=1; $self->_store_read($read, $contigobj); $numseq++; } if ($numseq == 1) { # ooh! a singlet! $contigobj = $self->_store_singlet($contigobj); } return $contigobj; }
sub write_assembly { my $self = shift; $self->throw( "This module is currently read-only" ); }
sub _store_contig { my ($self, $contig_seg) = @_; # Create a contig my $contigobj = Bio::Assembly::Contig->new( -id => 'sam_assy['.$self->_basename.':'.$self->_current_refseq_id.']/'.$contig_seg->start.'-'.$contig_seg->end, -source => $progname, -strand => 1 ); my $consobj = $self->_calc_consensus($contig_seg); my $consensus_seq = Bio::LocatableSeq->new( -id => $contigobj->id, -seq => $consobj->seq, -start => 1, ); $contigobj->set_consensus_sequence($consensus_seq); my $consensus_qual = Bio::Seq::PrimaryQual->new( -id => $contigobj->id, -qual => $consobj->qual, -start => 1, ); $contigobj->set_consensus_quality($consensus_qual); # Add other misc contig information as subsequence feature #my @other = grep !/asmbl_id|end|qualobj|start/, keys %$contiginfo; #my %other; #@other{@other} = @$contiginfo{@other}; #my $contigtags = Bio::SeqFeature::Generic->new( # -primary => '_main_contig_feature', # -source => $$contiginfo{'asmbl_id'}, # -start => 1, # -end => $contig_seg->length, # -strand => 1, # # dumping ground: # -tag => \%other #); #$contigobj->add_features([ $contigtags ], 1); return $contigobj; }
sub _store_read { my $self = shift; my ($read, $contigobj) = @_; my $readseq = Bio::LocatableSeq->new( -display_id => $read->name, -primary_id => $read->name, -seq => $read->dna, -start => 1, -strand => $read->strand, -alphabet => 'dna' ); my $qual = Bio::Seq::PrimaryQual->new( -id => $read->name."_qual", -qual => [$read->qscore] ); # add pair information my @pair_info; if ($read->proper_pair) { # mate also aligned @pair_info = ( mate_start => $read->mate_start, mate_len => $read->mate_len, mate_strand => $read->mstrand, insert_size => $read->isize ); } my $alncoord = Bio::SeqFeature::Generic->new( -primary => $read->name, -start => $read->start, -end => $read->end, -strand => $read->strand, -qual => join(' ',$read->qscore), -tag => { 'contig' => $contigobj->id, 'cigar' => $read->cigar_str, @pair_info } ); $contigobj->set_seq_coord($alncoord, $readseq); $contigobj->set_seq_qual( $readseq, $qual ); #add other misc read info as subsequence feature: #my @other = grep !/aln_(?:end|start)|seq(?:str)?|strand/, keys %$readinfo; #my %other; #@other{@other} = @$readinfo{@other}; #my $readtags = Bio::SeqFeature::Generic->new( # -primary => '_main_read_feature', # -source => $readobj->id, # -start => $$readinfo{'aln_start'}, # -end => $$readinfo{'aln_end'}, # -strand => $$readinfo{'strand'}, # # dumping ground: # -tag => \%other #); #$contigobj->get_features_collection->add_features([$readtags]); #$contigobj->get_features_collection->add_SeqFeature($alncoord, $readtags); return $readseq; }
sub _store_singlet { my $self = shift; my ($contigobj) = @_; my ($readseq) = $contigobj->each_seq; my $singletobj = Bio::Assembly::Singlet->new( -id => $contigobj->id, -seqref => $readseq ); # may want to attach this someday # my $qual = $contigobj->get_qual_by_name($readseq->id); return $singletobj; }
sub _init_sam { my $self = shift; my $fasfile = shift; my $file = $self->file; my $sam; $fasfile ||= $self->refdb; $file =~ s/^[<>+]*//; # byebye parasitic mode chars my ($fname, $dir, $suf) = fileparse($file, ".sam", ".bam"); $self->_set_from_args({ '_basename' => $fname }, -methods => [qw( _basename)], -create => 1); if (!defined $fasfile) { for (qw( fas fa fasta fas.gz fa.gz fasta.gz )) { $fasfile = File::Spec->catdir($dir, $self->_basename.$_); last if -e $fasfile; undef $fasfile; } } unless (-e $fasfile) { croak( "Can't find associated reference fasta db" ); } !$self->refdb && $self->refdb($fasfile); # compression if ($fasfile =~ /\.gz[^.]*$/) { unless ($HAVE_IO_UNCOMPRESS) { croak( "IO::Uncompress::Gunzip not available; can't decompress on the fly"); } my ($tfh, $tf) = tempfile( UNLINK => 1); my $z = IO::Uncompress::Gunzip->new($fasfile) or croak("Can't expand: $@"); while (<$z>) { print $tfh $_ } close $tfh; $fasfile = $tf; } if ($file =~ /\.gz[^.]*$/) { unless ($HAVE_IO_UNCOMPRESS) { croak( "IO::Uncompress::Gunzip not available; can't decompress on the fly"); } my ($tfh, $tf) = tempfile( UNLINK => 1); my $z = IO::Uncompress::Gunzip->new($file) or croak("Can't expand: $@"); while (<$z>) { print $tfh $_; 1; } close $tfh; $file = $tf; } # sam conversion : just barf for now if (-T $file) { my $bam = $file; $bam =~ s/\.sam/\.bam/; croak( "'$file' looks like a text file.\n\tTo convert to the required .bam (binary SAM) format, run\n\t\$ samtools view -Sb $file > $bam\n"); } $sam = Bio::DB::Sam->new( -bam => $file, -fasta => $fasfile, -autoindex => 1, -expand_flags => 1); unless (defined $sam) { croak( "Couldn't create the Bio::DB::Sam object" ); } $self->{sam} = $sam; # now produce the contig segments for each seq_id... for ($sam->seq_ids) { my $seg = $sam->segment(-seq_id=>$_, -start=>1, -end=>$sam->length($_)); ${$self->{_segset}}{$_} = [$self->_get_contig_segs_from_coverage($seg)]; } return 1; }
sub _get_contig_segs_from_coverage { my $self = shift; my $segment = shift; unless ($self->sam) { croak("Sam object not yet initialized (call _init_sam)"); } unless ( ref($segment) =~ /Bio::DB::Sam::Segment/ ) { croak("Requires Bio::DB::Sam::Segment object at arg 1"); } my ($cov, @covdata, @rngs, @segs); ($cov) = $segment->features('coverage'); unless ($cov) { croak("No coverage data!"); } @covdata = $cov->coverage; # calculate contigs: my $in_contig; my ($lf_end,$rt_end); for (0..$#covdata) { if ($covdata[$_]) { if ($in_contig) { $rt_end = $_+1; next; } else { $in_contig = 1; # push previous range if (defined $lf_end && defined $rt_end) { push @rngs, [$lf_end, $rt_end]; } $lf_end = $_+1; } } else { $in_contig = 0; } } # last one push @rngs, [$lf_end, $rt_end] if (defined $lf_end and defined $rt_end and $lf_end <= $rt_end); unless (@rngs) { carp ("No coverage for this segment!"); return; } for (@rngs) { push @segs, $self->sam->segment(-seq_id=>$segment->seq_id, -start=>$$_[0], -end=>$$_[1]); } return @segs; }
sub _calc_consensus_quality { # just an average over sites for now... my $self = shift; my $seg = shift; my @quals; my $region = $seg->seq_id.':'.$seg->start.'..'.$seg->end; my $qual_averager = sub { my ($seqid, $pos, $p) = @_; return unless ($seg->start <= $pos and $pos <= $seg->end); my $acc = 0; my $n = 0; for my $pileup (@$p) { my $b = $pileup->alignment; $acc += $b->qscore->[$pileup->qpos]; $n++; } push @quals, int($acc/$n); }; $self->sam->pileup($region, $qual_averager); return @quals; }
sub _calc_consensus { # just an average over sites for now... my $self = shift; my $seg = shift; my @quals; my $conseq =''; my $region = $seg->seq_id.':'.$seg->start.'-'.$seg->end; my $weighted_consensus = sub { my ($seqid, $pos, $p) = @_; return unless ($seg->start <= $pos and $pos <= $seg->end); my %wt_tbl; my %n; for my $pileup (@$p) { my $b = $pileup->alignment; my $res = substr($b->qseq,$pileup->qpos,1); $wt_tbl{$res} += $b->qscore->[$pileup->qpos] || 0; $n{$res} ||= 0; $n{$res}++; } # really simple my $c = (sort { $wt_tbl{$b}<=>$wt_tbl{$a} } keys %wt_tbl)[0]; $conseq .= $c; push @quals, int($wt_tbl{$c}/$n{$c}); }; $self->sam->pileup($region, $weighted_consensus); return Bio::Seq::Quality->new( -qual => join(' ', @quals ), -seq => $conseq, -id => $region ); }
sub refdb { my $self = shift; return $self->{'refdb'} = shift if @_; return $self->{'refdb'}; }
sub _segset { my $self = shift; return $self->{'_segset'} unless @_; return ${$self->{'_segset'}}{shift()}; }
sub _current_refseq_id { my $self = shift; return $self->{'_current_refseq_id'} = shift if @_; return $self->{'_current_refseq_id'}; }
sub _current_contig_seg_idx { my $self = shift; return $self->{'_current_contig_seg_idx'} = shift if @_; return $self->{'_current_contig_seg_idx'}; }
sub sam { my $self = shift; return $self->{'sam'}; } sub DESTROY { my $self = shift; undef $self->{'sam'}; delete $self->{_segset}->{$_} foreach (keys %{$self->{_segset}}); } 1;