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package Bio::Roary::PostAnalysis; |
2
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$Bio::Roary::PostAnalysis::VERSION = '3.11.0'; |
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# ABSTRACT: Post analysis of pan genomes |
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5
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1
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1
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5
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use Moose; |
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1
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1
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6
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1
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5610
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use File::Copy; |
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1712
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1
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49
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8
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1
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226
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use Bio::Roary::InflateClusters; |
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1
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1026
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1
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1
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361
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use Bio::Roary::AnalyseGroups; |
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4
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1
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37
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355
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use Bio::Roary::GroupLabels; |
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3
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1
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40
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385
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use Bio::Roary::AnnotateGroups; |
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1
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40
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1
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use Bio::Roary::GroupStatistics; |
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41
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406
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use Bio::Roary::Output::GroupsMultifastasNucleotide; |
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41
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424
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use Bio::Roary::Output::NumberOfGroups; |
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3
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1
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40
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15
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1
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380
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use Bio::Roary::OrderGenes; |
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1
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42
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16
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1
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437
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use Bio::Roary::Output::EmblGroups; |
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3
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1
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39
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396
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use Bio::Roary::SplitGroups; |
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42
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373
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use Bio::Roary::AccessoryBinaryFasta; |
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41
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19
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1
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402
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use Bio::Roary::External::Fasttree; |
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1
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36
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20
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1
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350
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use Bio::Roary::AccessoryClustering; |
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6
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1
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61
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21
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1
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1
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396
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use Bio::Roary::AssemblyStatistics; |
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1
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2
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1
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43
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22
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1
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1
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9
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use Log::Log4perl qw(:easy); |
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1
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2
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1
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8
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23
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24
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has 'fasta_files' => ( is => 'rw', isa => 'ArrayRef', required => 1 ); |
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has 'input_files' => ( is => 'rw', isa => 'ArrayRef', required => 1 ); |
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has 'output_filename' => ( is => 'rw', isa => 'Str', default => 'clustered_proteins' ); |
27
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has 'output_pan_geneome_filename' => ( is => 'rw', isa => 'Str', default => 'pan_genome.fa' ); |
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has 'output_statistics_filename' => ( is => 'rw', isa => 'Str', default => 'gene_presence_absence.csv' ); |
29
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has 'output_multifasta_files' => ( is => 'ro', isa => 'Bool', default => 0 ); |
30
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has 'verbose_stats' => ( is => 'rw', isa => 'Bool', default => 0 ); |
31
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has 'verbose' => ( is => 'rw', isa => 'Bool', default => 0 ); |
32
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has 'cpus' => ( is => 'ro', isa => 'Int', default => 1 ); |
33
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34
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has 'clusters_filename' => ( is => 'rw', isa => 'Str', required => 1 ); |
35
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has 'dont_delete_files' => ( is => 'ro', isa => 'Bool', default => 0 ); |
36
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has 'dont_split_groups' => ( is => 'ro', isa => 'Bool', default => 0 ); |
37
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has 'dont_create_rplots' => ( is => 'rw', isa => 'Bool', default => 1 ); |
38
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has 'group_limit' => ( is => 'rw', isa => 'Num', default => 50000 ); |
39
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40
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has '_output_mcl_filename' => ( is => 'ro', isa => 'Str', default => '_uninflated_mcl_groups' ); |
41
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has '_output_inflate_unsplit_clusters_filename' => ( is => 'ro', isa => 'Str', default => '_inflated_unsplit_mcl_groups' ); |
42
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has '_output_inflate_clusters_filename' => ( is => 'ro', isa => 'Str', default => '_inflated_mcl_groups' ); |
43
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has '_output_group_labels_filename' => ( is => 'ro', isa => 'Str', default => '_labeled_mcl_groups' ); |
44
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has '_output_combined_filename' => ( is => 'ro', isa => 'Str', default => '_combined_files' ); |
45
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has '_input_cd_hit_groups_file' => ( is => 'ro', isa => 'Str', default => '_combined_files.groups' ); |
46
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has 'core_accessory_tab_output_filename' => ( is => 'ro', isa => 'Str', default => 'core_accessory.tab' ); |
47
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has 'accessory_tab_output_filename' => ( is => 'ro', isa => 'Str', default => 'accessory.tab' ); |
48
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has 'core_accessory_ordering_key' => ( is => 'ro', isa => 'Str', default => 'core_accessory_overall_order_filtered' ); |
49
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has 'accessory_ordering_key' => ( is => 'ro', isa => 'Str', default => 'accessory_overall_order_filtered' ); |
50
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has 'core_definition' => ( is => 'ro', isa => 'Num', default => 1.0 ); |
51
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has 'pan_genome_reference_filename' => ( is => 'ro', isa => 'Str', default => 'pan_genome_reference.fa' ); |
52
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53
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has '_inflate_clusters_obj' => ( is => 'ro', isa => 'Bio::Roary::InflateClusters', lazy => 1, builder => '_build__inflate_clusters_obj' ); |
54
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has '_group_labels_obj' => ( is => 'ro', isa => 'Bio::Roary::GroupLabels', lazy => 1, builder => '_build__group_labels_obj' ); |
55
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has '_annotate_groups_obj' => ( is => 'ro', isa => 'Bio::Roary::AnnotateGroups', lazy => 1, builder => '_build__annotate_groups_obj' ); |
56
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has '_analyse_groups_obj' => ( is => 'ro', isa => 'Bio::Roary::AnalyseGroups', lazy => 1, builder => '_build__analyse_groups_obj' ); |
57
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has '_order_genes_obj' => ( is => 'ro', isa => 'Bio::Roary::OrderGenes', lazy => 1, builder => '_build__order_genes_obj' ); |
58
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has '_group_statistics_obj' => ( is => 'ro', isa => 'Bio::Roary::GroupStatistics', lazy => 1, builder => '_build__group_statistics_obj' ); |
59
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has '_number_of_groups_obj' => |
60
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( is => 'ro', isa => 'Bio::Roary::Output::NumberOfGroups', lazy => 1, builder => '_build__number_of_groups_obj' ); |
61
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has '_accessory_binary_fasta' => |
62
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( is => 'ro', isa => 'Bio::Roary::AccessoryBinaryFasta', lazy => 1, builder => '_build__accessory_binary_fasta' ); |
63
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has '_groups_multifastas_nuc_obj' => |
64
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( is => 'ro', isa => 'Bio::Roary::Output::GroupsMultifastasNucleotide', lazy => 1, builder => '_build__groups_multifastas_nuc_obj' ); |
65
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has '_split_groups_obj' => ( is => 'ro', isa => 'Bio::Roary::SplitGroups', lazy => 1, builder => '_build__split_groups_obj' ); |
66
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has '_accessory_binary_tree' => |
67
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( is => 'ro', isa => 'Bio::Roary::External::Fasttree', lazy => 1, builder => '_build__accessory_binary_tree' ); |
68
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has '_accessory_clustering' => |
69
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( is => 'ro', isa => 'Maybe[Bio::Roary::AccessoryClustering]', lazy => 1, builder => '_build__accessory_clustering' ); |
70
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has '_assembly_statistics' => ( is => 'ro', isa => 'Bio::Roary::AssemblyStatistics', lazy => 1, builder => '_build__assembly_statistics' ); |
71
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72
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has 'logger' => ( is => 'ro', lazy => 1, builder => '_build_logger' ); |
73
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74
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sub _build_logger { |
75
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0
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0
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my ($self) = @_; |
76
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0
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Log::Log4perl->easy_init( level => $ERROR ); |
77
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0
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my $logger = get_logger(); |
78
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0
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return $logger; |
79
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} |
80
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81
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sub run { |
82
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0
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0
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0
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my ($self) = @_; |
83
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84
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0
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$self->logger->info("Reinflate clusters"); |
85
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0
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$self->_inflate_clusters_obj->inflate(); |
86
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87
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0
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$self->logger->info("Split groups with paralogs"); |
88
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## SPLIT GROUPS WITH PARALOGS ## |
89
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0
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0
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if ( $self->dont_split_groups ) { |
90
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0
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move( $self->_output_inflate_unsplit_clusters_filename, $self->_output_inflate_clusters_filename ); |
91
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} |
92
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else { |
93
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0
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$self->_split_groups_obj->split_groups; |
94
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} |
95
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96
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0
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$self->logger->info("Labelling the groups"); |
97
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0
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$self->_group_labels_obj->add_labels(); |
98
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99
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0
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$self->logger->info("Transfering the annotation to the groups"); |
100
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0
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$self->_annotate_groups_obj->reannotate; |
101
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102
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0
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$self->logger->info("Creating accessory binary gene presence and absence fasta"); |
103
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0
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$self->_accessory_binary_fasta->create_accessory_binary_fasta; |
104
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105
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0
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$self->logger->info("Creating accessory binary gene presence and absence tree"); |
106
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0
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$self->_accessory_binary_tree->run; |
107
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108
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0
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$self->logger->info("Creating accessory gene presence and absence clusters"); |
109
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0
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0
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if ( $self->_accessory_clustering ) { |
110
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0
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$self->_accessory_clustering->sample_weights; |
111
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} |
112
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113
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0
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$self->logger->info("Creating the spreadsheet with gene presence and absence"); |
114
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0
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$self->_group_statistics_obj->create_spreadsheet; |
115
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0
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$self->_group_statistics_obj->create_rtab; |
116
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117
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0
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$self->logger->info("Creating summary statistics of the spreadsheet"); |
118
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0
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$self->_assembly_statistics->create_summary_output; |
119
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120
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0
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$self->logger->info("Creating tab files for R"); |
121
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0
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$self->_number_of_groups_obj->create_output_files; |
122
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123
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0
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0
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system("create_pan_genome_plots.R") unless ( $self->dont_create_rplots == 1 ); |
124
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125
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0
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$self->logger->info("Create EMBL files"); |
126
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0
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$self->_create_embl_files; |
127
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128
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0
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my $clusters_not_exceeded = 1; |
129
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0
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0
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if ( $self->output_multifasta_files ) { |
130
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0
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$self->logger->info("Creating files with the nucleotide sequences for every cluster"); |
131
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0
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$clusters_not_exceeded = $self->_groups_multifastas_nuc_obj->create_files(); |
132
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} |
133
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134
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0
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$self->_delete_intermediate_files; |
135
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0
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0
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0
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if ( $clusters_not_exceeded == 0 && $self->output_multifasta_files ) { |
136
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0
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$self->logger->error("Exiting early because number of clusters is too high"); |
137
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0
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exit(); |
138
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} |
139
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} |
140
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|
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141
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sub _build__assembly_statistics { |
142
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0
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0
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my ($self) = @_; |
143
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0
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return Bio::Roary::AssemblyStatistics->new( |
144
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spreadsheet => $self->_group_statistics_obj->output_filename, |
145
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core_definition => $self->core_definition, |
146
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logger => $self->logger |
147
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); |
148
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} |
149
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150
|
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sub _build__accessory_clustering { |
151
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0
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0
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my ($self) = @_; |
152
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0
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0
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0
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if ( ( -e $self->_accessory_binary_fasta->output_filename ) && ( -s $self->_accessory_binary_fasta->output_filename > 5 ) ) { |
153
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0
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$self->logger->info( $self->_accessory_binary_fasta->output_filename ); |
154
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0
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return Bio::Roary::AccessoryClustering->new( |
155
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input_file => $self->_accessory_binary_fasta->output_filename, |
156
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cpus => $self->cpus, |
157
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logger => $self->logger |
158
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); |
159
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} |
160
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else { |
161
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0
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$self->logger->info("Theres no accessory binary file so skipping accessory binary clustering"); |
162
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0
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|
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|
return undef; |
163
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|
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|
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|
} |
164
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|
165
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} |
166
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|
167
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|
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sub _build__accessory_binary_tree { |
168
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0
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0
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|
|
my ($self) = @_; |
169
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0
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|
return Bio::Roary::External::Fasttree->new( |
170
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|
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input_file => $self->_accessory_binary_fasta->output_filename, |
171
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verbose => $self->verbose, |
172
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logger => $self->logger |
173
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); |
174
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} |
175
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176
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|
sub _build__accessory_binary_fasta { |
177
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0
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0
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|
my ($self) = @_; |
178
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0
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|
return Bio::Roary::AccessoryBinaryFasta->new( |
179
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input_files => $self->fasta_files, |
180
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annotate_groups_obj => $self->_annotate_groups_obj, |
181
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analyse_groups_obj => $self->_analyse_groups_obj, |
182
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logger => $self->logger |
183
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); |
184
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} |
185
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186
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|
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sub _build__split_groups_obj { |
187
|
0
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0
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|
|
my ($self) = @_; |
188
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0
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|
return Bio::Roary::SplitGroups->new( |
189
|
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|
groupfile => $self->_output_inflate_unsplit_clusters_filename, |
190
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gff_files => $self->input_files, |
191
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fasta_files => $self->fasta_files, |
192
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outfile => $self->_output_inflate_clusters_filename, |
193
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dont_delete => $self->dont_delete_files, |
194
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logger => $self->logger |
195
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|
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|
); |
196
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|
} |
197
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198
|
|
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|
|
sub _build__number_of_groups_obj { |
199
|
0
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|
|
0
|
|
|
my ($self) = @_; |
200
|
0
|
|
|
|
|
|
return Bio::Roary::Output::NumberOfGroups->new( |
201
|
|
|
|
|
|
|
group_statistics_obj => $self->_group_statistics_obj, |
202
|
|
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|
groups_to_contigs => $self->_order_genes_obj->groups_to_contigs, |
203
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|
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|
|
annotate_groups_obj => $self->_annotate_groups_obj, |
204
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|
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|
core_definition => $self->core_definition, |
205
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|
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|
logger => $self->logger |
206
|
|
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|
|
|
); |
207
|
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|
|
|
} |
208
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|
|
|
|
209
|
|
|
|
|
|
|
sub _build__group_statistics_obj { |
210
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
211
|
0
|
|
|
|
|
|
return Bio::Roary::GroupStatistics->new( |
212
|
|
|
|
|
|
|
output_filename => $self->output_statistics_filename, |
213
|
|
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|
|
|
|
annotate_groups_obj => $self->_annotate_groups_obj, |
214
|
|
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|
|
|
|
analyse_groups_obj => $self->_analyse_groups_obj, |
215
|
|
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|
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|
|
groups_to_contigs => $self->_order_genes_obj->groups_to_contigs, |
216
|
|
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|
|
_verbose => $self->verbose_stats, |
217
|
|
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|
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|
|
logger => $self->logger |
218
|
|
|
|
|
|
|
); |
219
|
|
|
|
|
|
|
} |
220
|
|
|
|
|
|
|
|
221
|
|
|
|
|
|
|
sub _build__order_genes_obj { |
222
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
223
|
0
|
0
|
|
|
|
|
if ( defined( $self->_accessory_clustering ) ) { |
224
|
0
|
|
|
|
|
|
return Bio::Roary::OrderGenes->new( |
225
|
|
|
|
|
|
|
analyse_groups_obj => $self->_analyse_groups_obj, |
226
|
|
|
|
|
|
|
gff_files => $self->input_files, |
227
|
|
|
|
|
|
|
core_definition => $self->core_definition, |
228
|
|
|
|
|
|
|
sample_weights => $self->_accessory_clustering->sample_weights, |
229
|
|
|
|
|
|
|
samples_to_clusters => $self->_accessory_clustering->samples_to_clusters, |
230
|
|
|
|
|
|
|
logger => $self->logger |
231
|
|
|
|
|
|
|
); |
232
|
|
|
|
|
|
|
} |
233
|
|
|
|
|
|
|
else { |
234
|
0
|
|
|
|
|
|
return Bio::Roary::OrderGenes->new( |
235
|
|
|
|
|
|
|
analyse_groups_obj => $self->_analyse_groups_obj, |
236
|
|
|
|
|
|
|
gff_files => $self->input_files, |
237
|
|
|
|
|
|
|
core_definition => $self->core_definition, |
238
|
|
|
|
|
|
|
logger => $self->logger |
239
|
|
|
|
|
|
|
); |
240
|
|
|
|
|
|
|
} |
241
|
|
|
|
|
|
|
} |
242
|
|
|
|
|
|
|
|
243
|
|
|
|
|
|
|
sub _build__group_labels_obj { |
244
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
245
|
0
|
|
|
|
|
|
return Bio::Roary::GroupLabels->new( |
246
|
|
|
|
|
|
|
groups_filename => $self->_output_inflate_clusters_filename, |
247
|
|
|
|
|
|
|
output_filename => $self->_output_group_labels_filename, |
248
|
|
|
|
|
|
|
logger => $self->logger |
249
|
|
|
|
|
|
|
); |
250
|
|
|
|
|
|
|
} |
251
|
|
|
|
|
|
|
|
252
|
|
|
|
|
|
|
sub _build__annotate_groups_obj { |
253
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
254
|
0
|
|
|
|
|
|
return Bio::Roary::AnnotateGroups->new( |
255
|
|
|
|
|
|
|
gff_files => $self->input_files, |
256
|
|
|
|
|
|
|
output_filename => $self->output_filename, |
257
|
|
|
|
|
|
|
groups_filename => $self->_output_group_labels_filename, |
258
|
|
|
|
|
|
|
logger => $self->logger |
259
|
|
|
|
|
|
|
); |
260
|
|
|
|
|
|
|
} |
261
|
|
|
|
|
|
|
|
262
|
|
|
|
|
|
|
sub _build__analyse_groups_obj { |
263
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
264
|
0
|
|
|
|
|
|
return Bio::Roary::AnalyseGroups->new( |
265
|
|
|
|
|
|
|
fasta_files => $self->fasta_files, |
266
|
|
|
|
|
|
|
groups_filename => $self->output_filename, |
267
|
|
|
|
|
|
|
logger => $self->logger |
268
|
|
|
|
|
|
|
); |
269
|
|
|
|
|
|
|
} |
270
|
|
|
|
|
|
|
|
271
|
|
|
|
|
|
|
sub _build__inflate_clusters_obj { |
272
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
273
|
0
|
|
|
|
|
|
return Bio::Roary::InflateClusters->new( |
274
|
|
|
|
|
|
|
clusters_filename => $self->clusters_filename, |
275
|
|
|
|
|
|
|
cdhit_groups_filename => $self->_input_cd_hit_groups_file, |
276
|
|
|
|
|
|
|
mcl_filename => $self->_output_mcl_filename, |
277
|
|
|
|
|
|
|
output_file => $self->_output_inflate_unsplit_clusters_filename, |
278
|
|
|
|
|
|
|
logger => $self->logger |
279
|
|
|
|
|
|
|
); |
280
|
|
|
|
|
|
|
} |
281
|
|
|
|
|
|
|
|
282
|
|
|
|
|
|
|
sub _build__groups_multifastas_nuc_obj { |
283
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
284
|
0
|
|
|
|
|
|
return Bio::Roary::Output::GroupsMultifastasNucleotide->new( |
285
|
|
|
|
|
|
|
output_multifasta_files => $self->output_multifasta_files, |
286
|
|
|
|
|
|
|
gff_files => $self->input_files, |
287
|
|
|
|
|
|
|
annotate_groups => $self->_annotate_groups_obj, |
288
|
|
|
|
|
|
|
group_names => $self->_analyse_groups_obj->_groups, |
289
|
|
|
|
|
|
|
group_limit => $self->group_limit, |
290
|
|
|
|
|
|
|
core_definition => $self->core_definition, |
291
|
|
|
|
|
|
|
dont_delete_files => $self->dont_delete_files, |
292
|
|
|
|
|
|
|
logger => $self->logger |
293
|
|
|
|
|
|
|
); |
294
|
|
|
|
|
|
|
} |
295
|
|
|
|
|
|
|
|
296
|
|
|
|
|
|
|
sub _create_embl_files { |
297
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
298
|
0
|
|
|
|
|
|
my $core_accessory_tab_obj = Bio::Roary::Output::EmblGroups->new( |
299
|
|
|
|
|
|
|
output_filename => $self->core_accessory_tab_output_filename, |
300
|
|
|
|
|
|
|
annotate_groups_obj => $self->_annotate_groups_obj, |
301
|
|
|
|
|
|
|
analyse_groups_obj => $self->_analyse_groups_obj, |
302
|
|
|
|
|
|
|
ordering_key => $self->core_accessory_ordering_key, |
303
|
|
|
|
|
|
|
groups_to_contigs => $self->_order_genes_obj->groups_to_contigs, |
304
|
|
|
|
|
|
|
logger => $self->logger |
305
|
|
|
|
|
|
|
); |
306
|
0
|
|
|
|
|
|
$core_accessory_tab_obj->create_files; |
307
|
|
|
|
|
|
|
|
308
|
0
|
|
|
|
|
|
my $accessory_tab_obj = Bio::Roary::Output::EmblGroups->new( |
309
|
|
|
|
|
|
|
output_filename => $self->accessory_tab_output_filename, |
310
|
|
|
|
|
|
|
annotate_groups_obj => $self->_annotate_groups_obj, |
311
|
|
|
|
|
|
|
analyse_groups_obj => $self->_analyse_groups_obj, |
312
|
|
|
|
|
|
|
ordering_key => $self->accessory_ordering_key, |
313
|
|
|
|
|
|
|
groups_to_contigs => $self->_order_genes_obj->groups_to_contigs, |
314
|
|
|
|
|
|
|
logger => $self->logger |
315
|
|
|
|
|
|
|
); |
316
|
0
|
|
|
|
|
|
$accessory_tab_obj->create_files; |
317
|
|
|
|
|
|
|
} |
318
|
|
|
|
|
|
|
|
319
|
|
|
|
|
|
|
sub _delete_intermediate_files { |
320
|
0
|
|
|
0
|
|
|
my ($self) = @_; |
321
|
0
|
0
|
|
|
|
|
return if ( $self->dont_delete_files == 1 ); |
322
|
0
|
|
|
|
|
|
$self->logger->info("Cleaning up files"); |
323
|
|
|
|
|
|
|
|
324
|
0
|
|
|
|
|
|
for my $fasta_file ( @{ $self->fasta_files } ) { |
|
0
|
|
|
|
|
|
|
325
|
0
|
0
|
|
|
|
|
unlink($fasta_file) if ( -e $fasta_file ); |
326
|
|
|
|
|
|
|
} |
327
|
|
|
|
|
|
|
|
328
|
0
|
|
|
|
|
|
unlink( $self->_output_mcl_filename ); |
329
|
0
|
|
|
|
|
|
unlink( $self->_output_inflate_clusters_filename ); |
330
|
0
|
|
|
|
|
|
unlink( $self->_output_group_labels_filename ); |
331
|
0
|
|
|
|
|
|
unlink( $self->_output_combined_filename ); |
332
|
0
|
|
|
|
|
|
unlink( $self->clusters_filename ); |
333
|
0
|
|
|
|
|
|
unlink( $self->clusters_filename . '.clstr' ); |
334
|
0
|
|
|
|
|
|
unlink( $self->clusters_filename . '.bak.clstr' ); |
335
|
0
|
|
|
|
|
|
unlink('_gff_files'); |
336
|
0
|
|
|
|
|
|
unlink('_fasta_files'); |
337
|
0
|
|
|
|
|
|
unlink('_clustered_filtered.fa'); |
338
|
0
|
|
|
|
|
|
unlink( $self->_input_cd_hit_groups_file ); |
339
|
0
|
|
|
|
|
|
unlink('database_masking.asnb'); |
340
|
0
|
|
|
|
|
|
unlink('_clustered'); |
341
|
0
|
|
|
|
|
|
unlink('_accessory_clusters'); |
342
|
0
|
|
|
|
|
|
unlink('_accessory_clusters.clstr'); |
343
|
|
|
|
|
|
|
} |
344
|
|
|
|
|
|
|
|
345
|
1
|
|
|
1
|
|
1964
|
no Moose; |
|
1
|
|
|
|
|
2
|
|
|
1
|
|
|
|
|
6
|
|
346
|
|
|
|
|
|
|
__PACKAGE__->meta->make_immutable; |
347
|
|
|
|
|
|
|
|
348
|
|
|
|
|
|
|
1; |
349
|
|
|
|
|
|
|
|
350
|
|
|
|
|
|
|
__END__ |
351
|
|
|
|
|
|
|
|
352
|
|
|
|
|
|
|
=pod |
353
|
|
|
|
|
|
|
|
354
|
|
|
|
|
|
|
=encoding UTF-8 |
355
|
|
|
|
|
|
|
|
356
|
|
|
|
|
|
|
=head1 NAME |
357
|
|
|
|
|
|
|
|
358
|
|
|
|
|
|
|
Bio::Roary::PostAnalysis - Post analysis of pan genomes |
359
|
|
|
|
|
|
|
|
360
|
|
|
|
|
|
|
=head1 VERSION |
361
|
|
|
|
|
|
|
|
362
|
|
|
|
|
|
|
version 3.11.0 |
363
|
|
|
|
|
|
|
|
364
|
|
|
|
|
|
|
=head1 SYNOPSIS |
365
|
|
|
|
|
|
|
|
366
|
|
|
|
|
|
|
Create a pan genome |
367
|
|
|
|
|
|
|
|
368
|
|
|
|
|
|
|
=head1 AUTHOR |
369
|
|
|
|
|
|
|
|
370
|
|
|
|
|
|
|
Andrew J. Page <ap13@sanger.ac.uk> |
371
|
|
|
|
|
|
|
|
372
|
|
|
|
|
|
|
=head1 COPYRIGHT AND LICENSE |
373
|
|
|
|
|
|
|
|
374
|
|
|
|
|
|
|
This software is Copyright (c) 2013 by Wellcome Trust Sanger Institute. |
375
|
|
|
|
|
|
|
|
376
|
|
|
|
|
|
|
This is free software, licensed under: |
377
|
|
|
|
|
|
|
|
378
|
|
|
|
|
|
|
The GNU General Public License, Version 3, June 2007 |
379
|
|
|
|
|
|
|
|
380
|
|
|
|
|
|
|
=cut |