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cond |
sub |
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1
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package Bio::Gonzales::Feat::IO::GFF3; |
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3
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2
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2
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1345
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use Mouse; |
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2
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5
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2
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12
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4
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5
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2
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2
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793
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use warnings; |
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2
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4
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2
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87
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6
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2
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2
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13
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use strict; |
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2
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4
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2
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63
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7
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8
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2
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2
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42
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use 5.010; |
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2
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6
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9
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2
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2
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20
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use Carp; |
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2
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4
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2
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154
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10
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11
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2
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2
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620
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use List::MoreUtils qw/zip/; |
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2
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13437
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2
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22
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12
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2
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2
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2769
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use Bio::Gonzales::Feat; |
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2
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7
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2
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78
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13
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2
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2
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14
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use Data::Dumper; |
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2
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4
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2
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118
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14
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2
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2
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14
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use Carp; |
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2
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4
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2
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118
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15
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2
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2
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13
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use Scalar::Util qw/blessed/; |
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2
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4
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2
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80
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16
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2
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2
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12
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use Bio::Gonzales::Seq::Util qw/strand_convert/; |
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2
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4
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2
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5102
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17
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18
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extends 'Bio::Gonzales::Feat::IO::Base'; |
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19
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20
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our $VERSION = '0.083'; # VERSION |
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21
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22
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our $FASTA_RE = qr/^\>/; |
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23
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our $SEQ_REGION_RE = qr/^\#\#sequence-region\s+(\S+)\s+(\S+)\s+(\S+)\s*/; |
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24
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our $ATTR_UNESCAPE_RE = qr/%([0-9A-Fa-f]{2})/; |
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25
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26
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our @GFF_COLUMN_NAMES = qw/ |
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27
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seq_id |
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28
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source |
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29
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type |
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30
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start |
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31
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end |
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32
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score |
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33
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strand |
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34
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phase |
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35
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attributes |
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36
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/; |
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37
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38
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has segments => ( is => 'rw', default => sub { [] } ); |
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39
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has _wrote_sth_before => ( is => 'rw' ); |
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40
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has pragmas => ( is => 'rw', default => sub { {} } ); |
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41
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has preprocess => ( is => 'rw' ); |
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42
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has comments => ( is => 'rw', isa => 'ArrayRef', default => sub { [] } ); |
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43
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has no_header => ( is => 'rw' ); |
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44
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has escape_whitespace => ( is => 'rw' ); |
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45
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has quiet => ( is => 'rw' ); |
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46
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47
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sub BUILD { |
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48
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2
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2
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1
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7
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my ($self) = @_; |
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49
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50
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2
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100
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16
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$self->_parse_header if ( $self->mode eq '<' ); |
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51
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} |
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52
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53
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sub _parse_header { |
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54
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1
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1
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3
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my ($self) = @_; |
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55
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56
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1
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12
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my $fhi = $self->_fhi; |
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57
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58
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1
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4
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my $l; |
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59
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1
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4
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while ( defined( $l = $fhi->() ) ) { |
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60
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4
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50
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33
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27
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next if ( !$l || $l =~ /^\s*$/ ); |
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61
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62
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4
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100
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46
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if ( $l =~ /^##gff-version\s+(\d+)/ ) { |
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100
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50
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50
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50
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50
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50
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50
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50
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50
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63
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1
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50
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6
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confess "I need gff version 3" if ( $1 != 3 ); |
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64
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# if no tag given, assume 3 by default |
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65
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} elsif ( $l =~ /$SEQ_REGION_RE/ ) { |
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66
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1
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14
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my ( $seqid, $start, $end ) = ( $1, $2, $3 ); |
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67
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1
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4
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push @{ $self->segments }, { id => $seqid, start => $start, end => $end }; |
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1
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10
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68
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} elsif ( $l =~ /^\#\#(feature-ontology)\s+(.*)$/ ) { |
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69
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0
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0
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0
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$self->pragmas->{$1} //= []; |
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70
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0
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0
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push @{ $self->pragmas->{$1} }, $2; |
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0
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0
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71
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} elsif ( $l =~ /^\#\#(attribute-ontology)\s+(.*)$/ ) { |
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72
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0
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0
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0
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$self->pragmas->{$1} //= []; |
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73
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0
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0
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push @{ $self->pragmas->{$1} }, $2; |
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0
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0
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74
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} elsif ( $l =~ /^\#\#(source-ontology)\s+(.*)$/ ) { |
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75
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0
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0
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0
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$self->pragmas->{$1} //= []; |
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76
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0
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0
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push @{ $self->pragmas->{$1} }, $2; |
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0
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0
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77
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} elsif ( $l =~ /^\#\#(species)\s+(.*)$/ ) { |
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78
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0
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0
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0
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$self->pragmas->{$1} //= []; |
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79
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0
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0
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push @{ $self->pragmas->{$1} }, $2; |
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0
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0
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80
|
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} elsif ( $l =~ /^\#\#(genome-build)\s+(.*)$/ ) { |
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81
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0
|
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0
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0
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$self->pragmas->{$1} //= []; |
|
82
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0
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0
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push @{ $self->pragmas->{$1} }, $2; |
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0
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0
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83
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} elsif ( $l =~ /^(\#\#\#)/ ) { |
|
84
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} elsif ( $l =~ /^(\#\#FASTA)/ ) { |
|
85
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|
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} elsif ( $l =~ /$FASTA_RE/ ) { |
|
86
|
0
|
|
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0
|
$self->_parse_seq($l); |
|
87
|
|
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} |
|
88
|
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89
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#looks like the header is over! |
|
90
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4
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100
|
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|
18
|
last unless $l =~ /^\#/; |
|
91
|
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|
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} |
|
92
|
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93
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1
|
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3
|
push @{ $self->_cached_records }, $l; |
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1
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6
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94
|
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95
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1
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4
|
return; |
|
96
|
|
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} |
|
97
|
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98
|
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sub _write_header { |
|
99
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1
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|
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1
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|
3
|
my ($self) = @_; |
|
100
|
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|
101
|
1
|
50
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0
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6
|
$self->_wrote_sth_before(1) && return if ( $self->no_header ); |
|
102
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1
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4
|
my $fh = $self->fh; |
|
103
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1
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7
|
say $fh '##gff-version 3'; |
|
104
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105
|
1
|
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3
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while ( my ( $p, $entries ) = each %{ $self->pragmas } ) { |
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1
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7
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106
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0
|
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0
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for my $e (@$entries) { |
|
107
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0
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0
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say $fh '##' . $p . " " . $e; |
|
108
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} |
|
109
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} |
|
110
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111
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1
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3
|
for my $c ( @{ $self->comments } ) { |
|
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1
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6
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112
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0
|
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0
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say $fh '#' . $c; |
|
113
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} |
|
114
|
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115
|
1
|
|
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2
|
for my $s ( @{ $self->segments } ) { |
|
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1
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5
|
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|
116
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0
|
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0
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say $fh join ' ', '##sequence-region', @{$s}{qw/id start end/}; |
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0
|
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0
|
|
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117
|
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} |
|
118
|
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|
119
|
1
|
|
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4
|
$self->_wrote_sth_before(1); |
|
120
|
|
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} |
|
121
|
|
|
|
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|
|
122
|
|
|
|
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|
|
sub _parse_seq { |
|
123
|
3
|
|
|
3
|
|
9
|
my ( $self, $faheader ) = @_; |
|
124
|
|
|
|
|
|
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|
|
125
|
3
|
|
|
|
|
8
|
my $fhi = $self->_fhi; |
|
126
|
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|
127
|
|
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|
|
# defined check not necessary |
|
128
|
3
|
|
|
|
|
19
|
while ( my $l = $fhi->() ) { |
|
129
|
1265
|
50
|
|
|
|
2455
|
if ( $l =~ /^\#/ ) { |
|
130
|
0
|
|
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0
|
last; |
|
131
|
|
|
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|
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} |
|
132
|
1265
|
100
|
|
|
|
4049
|
if ( $l =~ /$FASTA_RE/ ) { |
|
133
|
2
|
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|
5
|
push @{ $self->_cached_records }, $l; |
|
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2
|
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7
|
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134
|
2
|
|
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6
|
last; |
|
135
|
|
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|
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} |
|
136
|
|
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|
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} |
|
137
|
3
|
|
|
|
|
8
|
return; |
|
138
|
|
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|
|
} |
|
139
|
|
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|
|
140
|
|
|
|
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|
|
sub next_feat { |
|
141
|
58
|
|
|
58
|
1
|
130
|
my ($self) = @_; |
|
142
|
|
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|
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|
|
143
|
58
|
|
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|
|
167
|
my $fhi = $self->_fhi; |
|
144
|
|
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|
145
|
58
|
|
|
|
|
89
|
my $l; |
|
146
|
58
|
|
|
|
|
152
|
while ( defined( $l = $fhi->() ) ) { |
|
147
|
77
|
100
|
100
|
|
|
794
|
if ( $l =~ /$SEQ_REGION_RE/ ) { |
|
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50
|
66
|
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100
|
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100
|
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|
148
|
1
|
|
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|
|
7
|
my ( $seqid, $start, $end ) = ( $1, $2, $3 ); |
|
149
|
1
|
|
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|
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2
|
push @{ $self->segments }, { id => $seqid, start => $start, end => $end }; |
|
|
1
|
|
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51
|
|
|
150
|
|
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|
|
} elsif ( $l =~ /^\#\#\#/ ) { |
|
151
|
0
|
|
|
|
|
0
|
next; |
|
152
|
|
|
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|
|
} elsif ( $l =~ /^\#/ || $l =~ /^\s*$/ || $l =~ m{^//} ) { |
|
153
|
16
|
|
|
|
|
44
|
next; |
|
154
|
|
|
|
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|
|
} elsif ( $l =~ /$FASTA_RE/ ) { |
|
155
|
3
|
|
|
|
|
11
|
$self->_parse_seq($l); |
|
156
|
3
|
|
|
|
|
8
|
next; |
|
157
|
|
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|
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|
|
} else { |
|
158
|
57
|
|
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last; |
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159
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} |
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160
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} |
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161
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58
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100
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114
|
return unless $l; |
|
162
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163
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57
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123
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my $feat = $self->_parse_gff_line($l); |
|
164
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165
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57
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194
|
return $feat; |
|
166
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} |
|
167
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168
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sub next_feat_raw { |
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169
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0
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0
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0
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0
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my ($self) = @_; |
|
170
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171
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0
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0
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my $fhi = $self->_fhi; |
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172
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173
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0
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0
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my $l; |
|
174
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0
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0
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while ( defined( $l = $fhi->() ) ) { |
|
175
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0
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0
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0
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0
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if ( $l =~ /$SEQ_REGION_RE/ ) { |
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0
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0
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0
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0
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176
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0
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0
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my ( $seqid, $start, $end ) = ( $1, $2, $3 ); |
|
177
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0
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0
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push @{ $self->segments }, { id => $seqid, start => $start, end => $end }; |
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0
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0
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178
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} elsif ( $l =~ /^\#\#\#/ ) { |
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0
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0
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next; |
|
180
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|
} elsif ( $l =~ /^\#/ || $l =~ /^\s*$/ || $l =~ m{^//} ) { |
|
181
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0
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0
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next; |
|
182
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} elsif ( $l =~ /$FASTA_RE/ ) { |
|
183
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0
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0
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$self->_parse_seq($l); |
|
184
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0
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0
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next; |
|
185
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} else { |
|
186
|
0
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0
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last; |
|
187
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} |
|
188
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|
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} |
|
189
|
0
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0
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|
0
|
return unless $l; |
|
190
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|
191
|
0
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0
|
return $l; |
|
192
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|
|
} |
|
193
|
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|
194
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|
|
sub write_feat { |
|
195
|
141
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|
141
|
1
|
317
|
my ( $self, @feats ) = @_; |
|
196
|
141
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|
292
|
my $fh = $self->fh; |
|
197
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|
198
|
141
|
50
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|
377
|
$self->_write_header |
|
199
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|
|
unless ( $self->_wrote_sth_before ); |
|
200
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|
201
|
141
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|
259
|
for my $f (@feats) { |
|
202
|
141
|
50
|
|
|
|
422
|
confess "feature is no a Bio::Gonzales::Feat: " . Dumper($f) |
|
203
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|
|
unless ( blessed $f eq 'Bio::Gonzales::Feat' ); |
|
204
|
141
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|
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|
476
|
print $fh $f->to_gff3( $self->escape_whitespace ); |
|
205
|
|
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|
|
} |
|
206
|
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|
207
|
141
|
|
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|
969
|
return $self; |
|
208
|
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|
|
} |
|
209
|
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|
|
210
|
|
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|
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|
|
sub write_comment { |
|
211
|
3
|
|
|
3
|
0
|
7
|
my ( $self, $text ) = @_; |
|
212
|
|
|
|
|
|
|
|
|
213
|
3
|
|
|
|
|
8
|
my $fh = $self->fh; |
|
214
|
|
|
|
|
|
|
|
|
215
|
3
|
100
|
|
|
|
13
|
$self->_write_header |
|
216
|
|
|
|
|
|
|
unless ( $self->_wrote_sth_before ); |
|
217
|
|
|
|
|
|
|
|
|
218
|
3
|
|
|
|
|
9
|
print $fh '#' . $text . "\n"; |
|
219
|
|
|
|
|
|
|
|
|
220
|
3
|
|
|
|
|
11
|
return $self; |
|
221
|
|
|
|
|
|
|
} |
|
222
|
|
|
|
|
|
|
|
|
223
|
|
|
|
0
|
|
|
sub _from_gff3_string { |
|
224
|
|
|
|
|
|
|
} |
|
225
|
|
|
|
|
|
|
|
|
226
|
|
|
|
|
|
|
sub _split_attributes { |
|
227
|
57
|
|
|
57
|
|
97
|
my ( $self, $attributes ) = @_; |
|
228
|
|
|
|
|
|
|
|
|
229
|
57
|
|
|
|
|
85
|
my %attrs; |
|
230
|
57
|
|
|
|
|
241
|
my @groups = split( /\s*;\s*/, $attributes ); |
|
231
|
|
|
|
|
|
|
|
|
232
|
57
|
|
|
|
|
120
|
for my $group (@groups) { |
|
233
|
114
|
|
|
|
|
271
|
my ( $tag, $value ) = split /=/, $group; |
|
234
|
|
|
|
|
|
|
|
|
235
|
114
|
|
|
|
|
310
|
$tag =~ s/$ATTR_UNESCAPE_RE/chr(hex($1))/eg; |
|
|
0
|
|
|
|
|
0
|
|
|
236
|
114
|
50
|
|
|
|
210
|
if ( defined($value) ) { |
|
237
|
114
|
|
|
|
|
235
|
my @values = map { s/$ATTR_UNESCAPE_RE/chr(hex($1))/eg; $_ } split /,/, $value; |
|
|
117
|
|
|
|
|
295
|
|
|
|
1
|
|
|
|
|
8
|
|
|
|
117
|
|
|
|
|
274
|
|
|
238
|
114
|
|
50
|
|
|
566
|
$attrs{$tag} //= []; |
|
239
|
114
|
|
|
|
|
156
|
push @{ $attrs{$tag} }, @values; |
|
|
114
|
|
|
|
|
314
|
|
|
240
|
|
|
|
|
|
|
} else { |
|
241
|
0
|
0
|
|
|
|
0
|
carp "WARNING: Problems to extract attribute, found: $tag" unless ( $self->quiet ); |
|
242
|
|
|
|
|
|
|
} |
|
243
|
|
|
|
|
|
|
} |
|
244
|
57
|
|
|
|
|
149
|
return \%attrs; |
|
245
|
|
|
|
|
|
|
} |
|
246
|
|
|
|
|
|
|
|
|
247
|
|
|
|
|
|
|
sub _parse_gff_line { |
|
248
|
57
|
|
|
57
|
|
105
|
my ( $self, $l ) = @_; |
|
249
|
|
|
|
|
|
|
|
|
250
|
57
|
|
|
|
|
228
|
my @d = split( /\t/, $l ); |
|
251
|
|
|
|
|
|
|
|
|
252
|
57
|
50
|
|
|
|
156
|
confess "error in gff:\n$l\n" |
|
253
|
|
|
|
|
|
|
unless ( @d == 9 ); |
|
254
|
|
|
|
|
|
|
|
|
255
|
57
|
50
|
|
|
|
173
|
if ( ref $self->preprocess eq 'CODE' ) { |
|
256
|
0
|
|
|
|
|
0
|
@d = $self->preprocess->(@d); |
|
257
|
|
|
|
|
|
|
} |
|
258
|
|
|
|
|
|
|
|
|
259
|
57
|
|
|
|
|
152
|
$d[8] = $self->_split_attributes( $d[8] ); |
|
260
|
|
|
|
|
|
|
|
|
261
|
57
|
100
|
|
|
|
140
|
if ( $d[6] eq '-' ) { $d[6] = -1; } |
|
|
9
|
100
|
|
|
|
15
|
|
|
262
|
38
|
|
|
|
|
69
|
elsif ( $d[6] eq '+' ) { $d[6] = 1; } |
|
263
|
10
|
|
|
|
|
16
|
else { $d[6] = 0; } |
|
264
|
|
|
|
|
|
|
|
|
265
|
57
|
|
|
|
|
73
|
my %feat; |
|
266
|
57
|
|
|
|
|
133
|
for ( my $i = 0; $i < @GFF_COLUMN_NAMES; $i++ ) { |
|
267
|
513
|
100
|
|
|
|
1391
|
$feat{ $GFF_COLUMN_NAMES[$i] } = $d[$i] unless ( $d[$i] eq '.' ); |
|
268
|
|
|
|
|
|
|
} |
|
269
|
|
|
|
|
|
|
|
|
270
|
57
|
|
|
|
|
731
|
return Bio::Gonzales::Feat->new( \%feat ); |
|
271
|
|
|
|
|
|
|
} |
|
272
|
|
|
|
|
|
|
|
|
273
|
|
|
|
|
|
|
sub write_collected_feats { |
|
274
|
0
|
|
|
0
|
0
|
|
my ( $self, $sub ) = @_; |
|
275
|
0
|
|
|
|
|
|
my $fh = $self->fh; |
|
276
|
|
|
|
|
|
|
|
|
277
|
0
|
|
|
|
|
|
$self->_connect_feats; |
|
278
|
0
|
|
|
|
|
|
my $parents = $self->_find_parent_feats; |
|
279
|
0
|
|
|
|
|
|
my $escape_whitespace = $self->escape_whitespace; |
|
280
|
|
|
|
|
|
|
|
|
281
|
|
|
|
|
|
|
my $gsub = sub { |
|
282
|
0
|
|
|
0
|
|
|
my ( $f, $id ) = @_; |
|
283
|
0
|
0
|
|
|
|
|
$sub->( $f, $id ) if ($sub); |
|
284
|
0
|
|
|
|
|
|
$f->sort_subfeats; |
|
285
|
0
|
|
|
|
|
|
print $fh $f->to_gff3($escape_whitespace); |
|
286
|
0
|
|
|
|
|
|
return; |
|
287
|
0
|
|
|
|
|
|
}; |
|
288
|
|
|
|
|
|
|
|
|
289
|
0
|
|
|
|
|
|
for my $p (@$parents) { |
|
290
|
0
|
|
|
|
|
|
$gsub->($p); |
|
291
|
0
|
|
|
|
|
|
$p->recurse_subfeats($gsub); |
|
292
|
|
|
|
|
|
|
} |
|
293
|
0
|
|
|
|
|
|
return; |
|
294
|
|
|
|
|
|
|
|
|
295
|
|
|
|
|
|
|
} |
|
296
|
|
|
|
|
|
|
|
|
297
|
|
|
|
|
|
|
1; |
|
298
|
|
|
|
|
|
|
|
|
299
|
|
|
|
|
|
|
__END__ |
|
300
|
|
|
|
|
|
|
|
|
301
|
|
|
|
|
|
|
=head1 NAME |
|
302
|
|
|
|
|
|
|
|
|
303
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3 - read and write gff files |
|
304
|
|
|
|
|
|
|
|
|
305
|
|
|
|
|
|
|
=head1 SYNOPSIS |
|
306
|
|
|
|
|
|
|
|
|
307
|
|
|
|
|
|
|
use Bio::Gonzales::Feat::IO::GFF3; |
|
308
|
|
|
|
|
|
|
|
|
309
|
|
|
|
|
|
|
my $output = Bio::Gonzales::Feat::IO::GFF3->new( file => 'a.gff', mode => '>', escape_whitespace => 1 ); |
|
310
|
|
|
|
|
|
|
my $gffin = Bio::Gonzales::Feat::IO::GFF3->new( file => 'a.gff' ); |
|
311
|
|
|
|
|
|
|
|
|
312
|
|
|
|
|
|
|
# gzipped files can be read directly. |
|
313
|
|
|
|
|
|
|
my $gffin = Bio::Gonzales::Feat::IO::GFF3->new( file => 'a.gff.gz' ); |
|
314
|
|
|
|
|
|
|
|
|
315
|
|
|
|
|
|
|
my $gffin = Bio::Gonzales::Feat::IO::GFF3->new('a.gff'); |
|
316
|
|
|
|
|
|
|
|
|
317
|
|
|
|
|
|
|
while ( my $feat = $gffin->next_feat ) { |
|
318
|
|
|
|
|
|
|
# $feat is a Bio::Gonzales::Feat |
|
319
|
|
|
|
|
|
|
next if ( $feat->type ne 'mRNA' ); |
|
320
|
|
|
|
|
|
|
|
|
321
|
|
|
|
|
|
|
say STDERR $feat->id . " - " . $feat->parent_id; |
|
322
|
|
|
|
|
|
|
} |
|
323
|
|
|
|
|
|
|
|
|
324
|
|
|
|
|
|
|
$gffin->close; |
|
325
|
|
|
|
|
|
|
|
|
326
|
|
|
|
|
|
|
|
|
327
|
|
|
|
|
|
|
=head1 DESCRIPTION |
|
328
|
|
|
|
|
|
|
|
|
329
|
|
|
|
|
|
|
=head1 OPTIONS |
|
330
|
|
|
|
|
|
|
|
|
331
|
|
|
|
|
|
|
=over 4 |
|
332
|
|
|
|
|
|
|
|
|
333
|
|
|
|
|
|
|
=item B<< mode => $mode >> |
|
334
|
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3 supports 3 different modes, |
|
336
|
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3->new(mode => '>', ...); #output |
|
338
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3->new(mode => '<', ...); #input, DEFAULT |
|
339
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3->new(mode => '>>', ...); #append |
|
340
|
|
|
|
|
|
|
|
|
341
|
|
|
|
|
|
|
all modes also work with gzipped files (ending on '.gz'). |
|
342
|
|
|
|
|
|
|
|
|
343
|
|
|
|
|
|
|
=item B<< fh => $fh >> |
|
344
|
|
|
|
|
|
|
|
|
345
|
|
|
|
|
|
|
Bio::Gonzales::Feat::IO::GFF3 uses $fh to read or write data. |
|
346
|
|
|
|
|
|
|
|
|
347
|
|
|
|
|
|
|
open my $fh, '<', 'file.gff3' or confess "Can't open filehandle: $!"; |
|
348
|
|
|
|
|
|
|
my $gff = Bio::Gonzales::Feat::IO::GFF3->new(fh => $fh, ...); |
|
349
|
|
|
|
|
|
|
|
|
350
|
|
|
|
|
|
|
# ... do something ... |
|
351
|
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
$gff->close; |
|
353
|
|
|
|
|
|
|
close $fh; |
|
354
|
|
|
|
|
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355
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=item B<< file => $file >> |
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356
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357
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read from or write to the file C<$file> |
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358
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359
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=item B<< escape_whitespace => 1 >> |
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360
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361
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Usually, only whitespaces in the C<Target> attribute are escaped. If this |
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362
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feature is turned on, whitespace in all attribute values will be escaped. |
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363
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364
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=item B<< record_filter => sub { ... } >> |
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365
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366
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Before reading in the GFF3 information, filter the raw line content according |
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367
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to the supplied function. This functionality is handy for big gff3 files where |
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368
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only a part of the output should be parsed. |
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369
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370
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Example: |
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371
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372
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my $sub = sub { |
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373
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my $line = shift; |
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374
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375
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return $line =~ /\tmRNA\t/; |
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376
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}; |
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377
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my $gff = Bio::Gonzales::Feat::IO::GFF3->new( file => '...', mode => '<', record_filter => $sub ); |
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378
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379
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# ... only lines with the type 'mRNA' will be parsed ... |
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380
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381
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$gff->close; |
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382
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383
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384
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=back |
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385
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386
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=head1 METHODS |
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387
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388
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=over 4 |
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389
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390
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=item B<< $gffio->write_feat($feat) >> |
|
391
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392
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Write the feature to the output. Do not forget to call C<$gffio->close> at the |
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393
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end of the processing, otherwise you probably end up writing only half of the |
|
394
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features. |
|
395
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396
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=item B<< my $feat = $gffio->next_feat() >> |
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397
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|
398
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Retrieve the next feature, if in reading mode. |
|
399
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|
400
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=item B<< $gffio->segments >> |
|
401
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402
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=item B<< $gffio->pragmas >> |
|
403
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|
404
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|
=item B<< $gffio->preprocess(\&process) >> |
|
405
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|
406
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|
Change the gff input before the feature object gets instantiated. Arguments of the C<&process> sub are the nine columns of the gff file split into an array. |
|
407
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|
408
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Example sub: |
|
409
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sub process { |
|
410
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|
my @cols = @_; |
|
411
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|
412
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|
|
$cols[1] = "createdbyme"; |
|
413
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|
return @cols; |
|
414
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|
} |
|
415
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|
416
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|
=item B<< $gffio->comments >> |
|
417
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|
418
|
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|
=back |
|
419
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|
420
|
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|
|
=head1 SEE ALSO |
|
421
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|
422
|
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|
=head1 AUTHOR |
|
423
|
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|
424
|
|
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|
|
jw bargsten, C<< <joachim.bargsten at wur.nl> >> |
|
425
|
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|
426
|
|
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|
|
=cut |