line |
stmt |
bran |
cond |
sub |
pod |
time |
code |
1
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package Bio::RNA::Barriers::Results; |
2
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our $VERSION = '0.01'; |
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4
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11
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11
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287
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use 5.012; |
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47
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5
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11
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11
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66
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use strict; |
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25
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11
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290
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6
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11
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11
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61
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use warnings; |
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25
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11
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384
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7
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8
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11
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11
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62
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use Moose; |
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25
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11
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85
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9
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11
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11
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80287
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use MooseX::StrictConstructor; |
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34
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11
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96
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10
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11
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11
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38734
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use namespace::autoclean; |
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33
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11
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462
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11
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12
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11
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11
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1167
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use autodie qw(:all); |
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26
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11
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91
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13
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11
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11
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65741
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use Scalar::Util qw( reftype ); |
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35
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11
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871
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14
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11
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11
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631
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use File::Spec::Functions qw(catpath splitpath); |
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846
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11
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1556
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15
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16
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has [qw( seq file_name )] => ( |
17
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is => 'ro', |
18
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required => 1, |
19
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); |
20
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21
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has _mins => ( |
22
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is => 'ro', |
23
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required => 1, |
24
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init_arg => 'mins' |
25
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); |
26
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27
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has $_ => ( |
28
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is => 'ro', |
29
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predicate => "has_$_", |
30
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) foreach qw(_volume _directory); |
31
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32
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33
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11
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11
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90
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use overload q{""} => 'stringify'; |
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11
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24
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11
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102
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34
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35
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# Allow various calling styles of the constructor: |
36
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# new(barriers_handle): pass only file handle to read data from, file_name |
37
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# will be undef. |
38
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# new(barriers_handle, barriers_file_path): read data from handle and set |
39
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# file name from a given path |
40
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# new( barriers_file_path): open handle and read data from the passed |
41
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# path, set file name accordingly |
42
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# new(hash_ref): manual construction from required attributes |
43
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around BUILDARGS => sub { |
44
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my $orig = shift; |
45
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my $class = shift; |
46
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47
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return $class->$orig(@_) if @_ == 0 or @_ > 2; # no special handling |
48
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49
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# Read Barriers file from handle and set constructor arguments. |
50
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my $barriers_fh; |
51
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my @args; |
52
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if (@_ == 1 and not reftype $_[0]) { # file path given |
53
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my $file_path = shift; |
54
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my ($volume, $directory, $file_name) = splitpath $file_path; |
55
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push @args, ( |
56
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_volume => $volume, |
57
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_directory => $directory, |
58
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file_name => $file_name, |
59
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); |
60
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61
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open $barriers_fh, '<', $file_path; |
62
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} |
63
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elsif (reftype $_[0] eq reftype \*STDIN) { # file handle given |
64
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if (@_ == 2) { |
65
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# Check if second arg may be a file name |
66
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return $class->$orig(@_) if reftype $_[1]; # it's no file name |
67
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push @args, (file_name => $_[1]); |
68
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} |
69
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else { |
70
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push @args, (file_name => undef); # no file name given |
71
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} |
72
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$barriers_fh = shift; |
73
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} |
74
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else { |
75
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return $class->$orig(@_); |
76
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} |
77
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78
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# Parse data from handle and create arguments. |
79
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push @args, $class->_read_barriers_file($barriers_fh); |
80
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return $class->$orig(@args); |
81
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}; |
82
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83
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sub _read_barriers_file { |
84
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28
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28
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95
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my ($self, $barriers_fh) = @_; |
85
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28
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60
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my %args; |
86
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87
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# Read sequence from first line |
88
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28
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63
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my $sequence = do { |
89
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28
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750
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my $line = <$barriers_fh>; |
90
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28
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50
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167
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confess 'Could not read sequence from Barriers file handle' |
91
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unless defined $line; |
92
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28
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116
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chomp $line; |
93
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28
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278
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$line =~ s/^\s*//r; # trim leading space |
94
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}; |
95
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28
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490
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$args{seq} = $sequence; |
96
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97
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# Continue reading minima |
98
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28
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73
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my ($father, @mins); |
99
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28
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194
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while (defined (my $line = <$barriers_fh>)) { |
100
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566
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17811
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my $min = Bio::RNA::Barriers::Minimum->new($line); |
101
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563
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3649
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push @mins, $min; |
102
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} |
103
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104
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25
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50
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128
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confess 'No minima found in Barriers file' |
105
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unless @mins; |
106
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107
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# Set references to father mins (if any). This needs to be done after |
108
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# minima construction because, if several minima share the same |
109
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# energy, a father may have a higher index than the doughter min (and |
110
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# thus not have been parsed when parsing the doughter). |
111
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25
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87
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foreach my $min (@mins) { |
112
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540
|
100
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1520
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if ($min->has_father) { |
113
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514
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15236
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my $father = $mins[$min->father_index - 1]; |
114
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514
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50
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33
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15631
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confess 'Inconsistent father indexing in Barriers file' |
115
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unless ref $father |
116
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and $father->index == $min->father_index; |
117
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514
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15143
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$min->father($father); |
118
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} |
119
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} |
120
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121
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25
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111
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$args{mins} = \@mins; |
122
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123
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25
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283
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return %args; |
124
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} |
125
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126
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# Dereferenced list of all minima. Select individual minima using |
127
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# get_min[s](). |
128
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sub mins { |
129
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397
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397
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1
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796
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my $self = shift; |
130
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397
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540
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return @{ $self->_mins }; |
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397
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14627
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131
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} |
132
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133
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sub get_mins { |
134
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364
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364
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1
|
772
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my ($self, @min_indices) = @_; |
135
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136
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364
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|
749
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foreach my $min_index (@min_indices) { |
137
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364
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50
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33
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1193
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confess "There is no minimum $min_index in this file" |
138
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if $min_index < 1 or $min_index > $self->mins; |
139
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364
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842
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$min_index--; # Perl is 0-based, barriers 1-based |
140
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} |
141
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142
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364
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622
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my @mins = @{$self->_mins}[@min_indices]; # array slice |
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364
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11113
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143
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364
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987
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return @mins; |
144
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} |
145
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146
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sub get_min { |
147
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364
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364
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1
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94828
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my ($self, $min_index) = @_; |
148
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364
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825
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my ($min) = $self->get_mins($min_index); |
149
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364
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4572
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return $min; |
150
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} |
151
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152
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sub get_global_min { |
153
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0
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0
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1
|
0
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my ($self) = @_; |
154
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0
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0
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my $mfe_min = $self->get_min(1); # basin 1 == mfe basin |
155
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0
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0
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return $mfe_min; |
156
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} |
157
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158
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sub min_count { |
159
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9
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9
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1
|
8979
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my $self = shift; |
160
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9
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39
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my $min_count = $self->mins; |
161
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9
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50
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return $min_count; |
162
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} |
163
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164
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# List of all minima connected to the mfe minimum (min 1). |
165
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sub connected_mins { |
166
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0
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0
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1
|
0
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my $self = shift; |
167
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0
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0
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my @connected_mins = grep {$_->is_connected} $self->mins; |
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0
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0
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168
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0
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0
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return @connected_mins; |
169
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} |
170
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171
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# List of indices of all connected minima (cf. connected_mins()). |
172
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sub connected_indices { |
173
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0
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0
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1
|
0
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my $self = shift; |
174
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0
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0
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my @connected_indices = map {$_->index} $self->connected_mins; |
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0
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0
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175
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0
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0
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return @connected_indices; |
176
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} |
177
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178
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# Re-index minima after deleting some of them. |
179
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sub _reindex { |
180
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0
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0
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0
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my $self = shift; |
181
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182
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0
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0
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my $i = 1; |
183
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0
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0
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my @mins = $self->mins; |
184
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185
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# Update min indices. |
186
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0
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0
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$_->index($i++) foreach @mins; |
187
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188
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# Update father indices. |
189
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0
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0
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shift @mins; # min 1 is orphan |
190
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0
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0
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$_->father_index($_->father->index) foreach @mins; |
191
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192
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0
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0
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return; |
193
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} |
194
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195
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# Keep only connected minima and remove all others. The indices are |
196
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# remapped to 1..k for k kept minima. |
197
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# Returns (old) indices of all kept minima. |
198
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sub keep_connected { |
199
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0
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0
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1
|
0
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my $self = shift; |
200
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201
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0
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0
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my @connected_indices = $self->connected_indices; |
202
|
0
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0
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my @connected_mins = $self->connected_mins; |
203
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204
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# Update minima list |
205
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0
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0
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@{ $self->_mins } = @connected_mins; |
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0
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$self->_reindex; |
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return @connected_indices; |
209
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} |
210
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# Given an ordered list of indices of all connected minima (as returned by |
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# RateMatrix::keep_connected()), delete all other minima and update their |
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# ancesters' basin size information accordingly. |
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# Arguments: |
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# ordered_connected_indices: ordered list of indices of (all???) |
216
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# connected minima. |
217
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sub update_connected { |
218
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1
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my ($self, @ordered_connected_indices) = @_; |
219
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# Go through all mins and check whether they're next in the connected |
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# (==kept) index list. If not, add to removal list. |
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my @connected_mins = $self->get_mins(@ordered_connected_indices); |
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my @removed_indices; |
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for my $min_index (1..$self->min_count) { |
225
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unless (@ordered_connected_indices) { |
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# No exclusions left, add rest and stop |
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push @removed_indices, $min_index..$self->min_count; |
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last; |
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} |
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if ($min_index == $ordered_connected_indices[0]) { |
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shift @ordered_connected_indices; |
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next; |
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} |
234
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push @removed_indices, $min_index; # min is deleted |
235
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} |
236
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237
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0
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my @removed_mins = $self->get_mins(@removed_indices); |
238
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$self->_update_ancestors(@removed_mins); |
239
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@{ $self->_mins } = @connected_mins; |
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0
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240
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$self->_reindex; |
241
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242
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0
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0
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return; |
243
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} |
244
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245
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# Pass a list of ORDERED deleted minima and update their ancestors' bsize |
246
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# attributes. |
247
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sub _update_ancestors { |
248
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0
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0
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0
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my ($self, @removed_mins) = @_; |
249
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250
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# If the bsize attributes are present, update the basin energy of all |
251
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# (grand)* father basins (substract energy of this one). |
252
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# The minima need to be processed in reversed order because, if an |
253
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# ancester of a removed min is also removed, its merged basin energy |
254
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# includes the basin energy of its child, and thus this contribution |
255
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# would be substracted multiple times from older ancesters. In |
256
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# reversed order, the child contribution is first substracted from the |
257
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# ancestors, and then the contribution of the removed ancestors does |
258
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# not include the child anymore. |
259
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260
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0
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0
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0
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return unless $self->has_bsize; |
261
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262
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0
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0
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foreach my $removed_min (reverse @removed_mins) { |
263
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0
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0
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foreach my $ancestor_min ($removed_min->ancestors) { |
264
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0
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0
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$ancestor_min->_merged_basin_energy( # private writer |
265
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$ancestor_min->merged_basin_energy |
266
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- $removed_min->grad_basin_energy |
267
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); |
268
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} |
269
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} |
270
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271
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0
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0
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return; |
272
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} |
273
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274
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# Keep only the first k mins. If there are only k or less mins, do |
275
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# nothing. |
276
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# WARNING: THIS CAN DISCONNECT THE LANDSCAPE! The bar file will still look |
277
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|
# connected, however, modifying the rate matrix accordingly can lead to |
278
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# non-ergodicity (e.g. when basin 3 merged to 2, 2/3 merged to 1 because |
279
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# of a possible transition from 3 to 1, and basin 3 is then removed). |
280
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# To cope with that, call RateMatrix::keep_connected() and, with its |
281
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|
# return value, Results::update_connected() again. |
282
|
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|
|
# Arguments: |
283
|
|
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|
|
# max_min_count: number of minima to keep. |
284
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|
|
# Returns a list of all removed mins (may be empty). |
285
|
|
|
|
|
|
|
sub keep_first_mins { |
286
|
0
|
|
|
0
|
1
|
0
|
my ($self, $max_min_count) = @_; |
287
|
|
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|
|
288
|
0
|
|
|
|
|
0
|
my @removed_mins = splice @{ $self->_mins }, $max_min_count; |
|
0
|
|
|
|
|
0
|
|
289
|
0
|
|
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|
|
0
|
$self->_update_ancestors(@removed_mins); |
290
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291
|
|
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|
292
|
0
|
|
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|
0
|
return @removed_mins; |
293
|
|
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|
|
|
|
} |
294
|
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295
|
|
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|
296
|
|
|
|
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|
|
# Check whether the stored minima contain information about the basin |
297
|
|
|
|
|
|
|
# sizes as computed by Barriers' --bsize switch. Checks only the mfe |
298
|
|
|
|
|
|
|
# basin (since all or neither min should have this information). |
299
|
|
|
|
|
|
|
sub has_bsize { |
300
|
0
|
|
|
0
|
1
|
0
|
my ($self) = @_; |
301
|
0
|
|
|
|
|
0
|
my $has_bsize = $self->get_global_min->has_bsize; |
302
|
0
|
|
|
|
|
0
|
return $has_bsize; |
303
|
|
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|
|
|
} |
304
|
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|
|
305
|
|
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|
306
|
|
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|
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|
|
# Construct the file path to this Barriers file. Works only if it was |
307
|
|
|
|
|
|
|
# actually parsed from a file (of course...). |
308
|
|
|
|
|
|
|
# Returns the path as a string. |
309
|
|
|
|
|
|
|
sub path { |
310
|
0
|
|
|
0
|
1
|
0
|
my $self = shift; |
311
|
0
|
0
|
0
|
|
|
0
|
confess 'Cannot construct path, missing volume, directory or file name' |
|
|
|
0
|
|
|
|
|
312
|
|
|
|
|
|
|
unless defined $self->file_name |
313
|
|
|
|
|
|
|
and $self->has_volume |
314
|
|
|
|
|
|
|
and $self->has_directory |
315
|
|
|
|
|
|
|
; |
316
|
0
|
|
|
|
|
0
|
my ($volume, $dir, $file_name) |
317
|
|
|
|
|
|
|
= ($self->_volume, $self->_directory, $self->file_name); |
318
|
0
|
|
|
|
|
0
|
my $path = catpath($volume, $dir, $file_name); |
319
|
0
|
|
|
|
|
0
|
return $path; |
320
|
|
|
|
|
|
|
} |
321
|
|
|
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|
|
|
|
322
|
|
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|
|
|
|
|
323
|
|
|
|
|
|
|
# Convert back to Barriers file. |
324
|
|
|
|
|
|
|
sub stringify { |
325
|
12
|
|
|
12
|
1
|
3007
|
my $self = shift; |
326
|
|
|
|
|
|
|
|
327
|
12
|
|
|
|
|
473
|
my $header = (q{ } x 5) . $self->seq; |
328
|
12
|
|
|
|
|
55
|
my @lines = ($header, map { $_->stringify } $self->mins); |
|
264
|
|
|
|
|
790
|
|
329
|
|
|
|
|
|
|
|
330
|
12
|
|
|
|
|
408
|
return join "\n", @lines; |
331
|
|
|
|
|
|
|
} |
332
|
|
|
|
|
|
|
|
333
|
|
|
|
|
|
|
__PACKAGE__->meta->make_immutable; |
334
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
1; # End of Bio::RNA::Barriers::Results |
336
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
|
338
|
|
|
|
|
|
|
__END__ |
339
|
|
|
|
|
|
|
|
340
|
|
|
|
|
|
|
=pod |
341
|
|
|
|
|
|
|
|
342
|
|
|
|
|
|
|
=encoding UTF-8 |
343
|
|
|
|
|
|
|
|
344
|
|
|
|
|
|
|
=head1 NAME |
345
|
|
|
|
|
|
|
|
346
|
|
|
|
|
|
|
Bio::RNA::Barriers::Results - Parse, query and manipulate results |
347
|
|
|
|
|
|
|
of a I<Barriers> run |
348
|
|
|
|
|
|
|
|
349
|
|
|
|
|
|
|
=head1 SYNOPSIS |
350
|
|
|
|
|
|
|
|
351
|
|
|
|
|
|
|
use Bio::RNA::Barriers; |
352
|
|
|
|
|
|
|
|
353
|
|
|
|
|
|
|
# Read in a Barriers output file. |
354
|
|
|
|
|
|
|
open my $barriers_handle, '<', $barriers_file; |
355
|
|
|
|
|
|
|
my $bardat = Bio::RNA::Barriers::Results->new($barriers_handle); |
356
|
|
|
|
|
|
|
# Or, even simpler, pass file name directly: |
357
|
|
|
|
|
|
|
$bardat = Bio::RNA::Barriers::Results->new($barriers_file ); |
358
|
|
|
|
|
|
|
|
359
|
|
|
|
|
|
|
# Print some info |
360
|
|
|
|
|
|
|
print "There are ", $bardat->min_count, " minima."; |
361
|
|
|
|
|
|
|
my $min3 = $bardat->get_min(3); |
362
|
|
|
|
|
|
|
print $min3->grad_struct_count, |
363
|
|
|
|
|
|
|
" structures lead to basin 3 via a gradient walk.\n" |
364
|
|
|
|
|
|
|
if $min3->has_bsize; |
365
|
|
|
|
|
|
|
print "Min ", $min3->index, " is ", ($min3->is_connected ? "" : "NOT"), |
366
|
|
|
|
|
|
|
" connected to the mfe structure.\n"; |
367
|
|
|
|
|
|
|
|
368
|
|
|
|
|
|
|
# Print the mfe basin line as in the results file |
369
|
|
|
|
|
|
|
my $mfe_min = $bardat->get_global_min(); |
370
|
|
|
|
|
|
|
print "$mfe_min\n"; |
371
|
|
|
|
|
|
|
|
372
|
|
|
|
|
|
|
|
373
|
|
|
|
|
|
|
=head1 DESCRIPTION |
374
|
|
|
|
|
|
|
|
375
|
|
|
|
|
|
|
This is what you usually want to use. Pass a file name or a handle to the |
376
|
|
|
|
|
|
|
constructor and you're golden. When querying a specific minimum by index, a |
377
|
|
|
|
|
|
|
L<Bio::RNA::Barriers::Minimum> object is returned. For more details on its |
378
|
|
|
|
|
|
|
methods, please refer to its documentation. |
379
|
|
|
|
|
|
|
|
380
|
|
|
|
|
|
|
=head1 METHODS |
381
|
|
|
|
|
|
|
|
382
|
|
|
|
|
|
|
=head3 Bio::RNA::Barriers::Results->new() |
383
|
|
|
|
|
|
|
|
384
|
|
|
|
|
|
|
Constructs the results object from a Barriers results file. |
385
|
|
|
|
|
|
|
|
386
|
|
|
|
|
|
|
=over 4 |
387
|
|
|
|
|
|
|
|
388
|
|
|
|
|
|
|
=item Supported argument list types: |
389
|
|
|
|
|
|
|
|
390
|
|
|
|
|
|
|
=over 4 |
391
|
|
|
|
|
|
|
|
392
|
|
|
|
|
|
|
=item new($barriers_file_path): |
393
|
|
|
|
|
|
|
|
394
|
|
|
|
|
|
|
Open handle and read data from the passed path, set file name accordingly. |
395
|
|
|
|
|
|
|
|
396
|
|
|
|
|
|
|
=item new($barriers_handle): |
397
|
|
|
|
|
|
|
|
398
|
|
|
|
|
|
|
A file handle to read data from, C<file_name()> will return |
399
|
|
|
|
|
|
|
undef. |
400
|
|
|
|
|
|
|
|
401
|
|
|
|
|
|
|
=item new($barriers_handle, $barriers_file_path): |
402
|
|
|
|
|
|
|
|
403
|
|
|
|
|
|
|
Read data from handle and set file name from a given path. |
404
|
|
|
|
|
|
|
|
405
|
|
|
|
|
|
|
=item new($hash_ref): |
406
|
|
|
|
|
|
|
|
407
|
|
|
|
|
|
|
Manual construction from required attributes. Only for experts. |
408
|
|
|
|
|
|
|
|
409
|
|
|
|
|
|
|
=back |
410
|
|
|
|
|
|
|
|
411
|
|
|
|
|
|
|
=back |
412
|
|
|
|
|
|
|
|
413
|
|
|
|
|
|
|
=head3 $res->seq() |
414
|
|
|
|
|
|
|
|
415
|
|
|
|
|
|
|
Returns the RNA sequence for which the minima have been computed. |
416
|
|
|
|
|
|
|
|
417
|
|
|
|
|
|
|
=head3 $res->file_name() |
418
|
|
|
|
|
|
|
|
419
|
|
|
|
|
|
|
Name of the file from which the minima have been read. May be C<undef>. |
420
|
|
|
|
|
|
|
|
421
|
|
|
|
|
|
|
=head3 $res->mins() |
422
|
|
|
|
|
|
|
|
423
|
|
|
|
|
|
|
Returns a list of all minima. Useful for iteration in C<for> loops. |
424
|
|
|
|
|
|
|
|
425
|
|
|
|
|
|
|
=head3 $res->get_min($index) |
426
|
|
|
|
|
|
|
|
427
|
|
|
|
|
|
|
Return the single minimum given by a 1-based C<$index> (as used in the results |
428
|
|
|
|
|
|
|
file). |
429
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430
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=head3 $res->get_mins(@indices) |
431
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432
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Return a list of minima given by a 1-based list of C<@indices> (as used in the |
433
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results file). |
434
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435
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=head3 $res->get_global_min() |
436
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437
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Returns the basin represented by the (global) mfe structure (i.e. basin 1). |
438
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439
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=head3 $res->min_count() |
440
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441
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Returns the total number of basins. |
442
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443
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=head3 $res->connected_mins() |
444
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445
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Returns a list of all minima connected to the mfe minimum (min 1). |
446
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447
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=head3 $res->connected_indices() |
448
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449
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Returns a list of indices of all connected minima (cf. C<connected_mins()>). |
450
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451
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=head3 $res->keep_connected() |
452
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453
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Keep only connected minima and remove all others. The indices are remapped to |
454
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1..k for k kept minima. Returns (old) indices of all kept minima. |
455
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456
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=head3 $res->update_connected(@connected_mins) |
457
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458
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Given an ordered list of indices of all connected minima (as returned by |
459
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C<RateMatrix::keep_connected()>), delete all other minima and update their |
460
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ancesters' basin size information accordingly. |
461
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462
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=head3 $res->keep_first_mins($min_count) |
463
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464
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Keep only the first C<$min_count> mins. (If there are only that many or less |
465
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minima in total, do nothing.) |
466
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467
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WARNING: THIS CAN DISCONNECT THE LANDSCAPE! The bar file will still look |
468
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connected, however, modifying the rate matrix accordingly can lead to |
469
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|
non-ergodicity (e.g. when basin 3 merged to 2, 2/3 merged to 1 because |
470
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of a possible transition from 3 to 1, and basin 3 is then removed). Returns a |
471
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list of all removed mins (may be empty). |
472
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473
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=head3 $res->has_bsize() |
474
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475
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|
Check whether the stored minima contain information about the basin sizes as |
476
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computed by Barriers' --bsize switch. Checks only the mfe basin (since all or |
477
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|
neither min should have this information). |
478
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479
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=head3 $res->path() |
480
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|
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481
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|
|
Construct the file path to this Barriers file. Works only if it was actually |
482
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|
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|
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|
parsed from a file (of course...). Returns the path as a string. |
483
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|
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484
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=head3 $res->stringify() |
485
|
|
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|
486
|
|
|
|
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|
|
Convert back to Barriers file. Also supports stringification overloading, i. |
487
|
|
|
|
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|
|
e. C<"$res"> is equivalent to C<$res-E<gt>stringify()>. |
488
|
|
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|
489
|
|
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490
|
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|
|
=head1 AUTHOR |
491
|
|
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|
|
492
|
|
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|
|
|
|
Felix Kuehnl, C<< <felix at bioinf.uni-leipzig.de> >> |
493
|
|
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|
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494
|
|
|
|
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|
|
=head1 BUGS |
495
|
|
|
|
|
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|
|
496
|
|
|
|
|
|
|
Please report any bugs or feature requests by raising an issue at |
497
|
|
|
|
|
|
|
L<https://github.com/xileF1337/Bio-RNA-Barriers/issues>. |
498
|
|
|
|
|
|
|
|
499
|
|
|
|
|
|
|
You can also do so by mailing to C<bug-bio-rna-barmap at rt.cpan.org>, |
500
|
|
|
|
|
|
|
or through the web interface at |
501
|
|
|
|
|
|
|
L<https://rt.cpan.org/NoAuth/ReportBug.html?Queue=Bio-RNA-BarMap>. I will be |
502
|
|
|
|
|
|
|
notified, and then you'll automatically be notified of progress on your bug as |
503
|
|
|
|
|
|
|
I make changes. |
504
|
|
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|
|
|
|
|
505
|
|
|
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|
506
|
|
|
|
|
|
|
=head1 SUPPORT |
507
|
|
|
|
|
|
|
|
508
|
|
|
|
|
|
|
You can find documentation for this module with the perldoc command. |
509
|
|
|
|
|
|
|
|
510
|
|
|
|
|
|
|
perldoc Bio::RNA::Barriers |
511
|
|
|
|
|
|
|
|
512
|
|
|
|
|
|
|
|
513
|
|
|
|
|
|
|
You can also look for information at the official Barriers website: |
514
|
|
|
|
|
|
|
|
515
|
|
|
|
|
|
|
L<https://www.tbi.univie.ac.at/RNA/Barriers/> |
516
|
|
|
|
|
|
|
|
517
|
|
|
|
|
|
|
|
518
|
|
|
|
|
|
|
=over 4 |
519
|
|
|
|
|
|
|
|
520
|
|
|
|
|
|
|
=item * Github: the official repository |
521
|
|
|
|
|
|
|
|
522
|
|
|
|
|
|
|
L<https://github.com/xileF1337/Bio-RNA-Barriers> |
523
|
|
|
|
|
|
|
|
524
|
|
|
|
|
|
|
=item * RT: CPAN's request tracker (report bugs here) |
525
|
|
|
|
|
|
|
|
526
|
|
|
|
|
|
|
L<https://rt.cpan.org/NoAuth/Bugs.html?Dist=Bio-RNA-Barriers> |
527
|
|
|
|
|
|
|
|
528
|
|
|
|
|
|
|
=item * AnnoCPAN: Annotated CPAN documentation |
529
|
|
|
|
|
|
|
|
530
|
|
|
|
|
|
|
L<http://annocpan.org/dist/Bio-RNA-Barriers> |
531
|
|
|
|
|
|
|
|
532
|
|
|
|
|
|
|
=item * CPAN Ratings |
533
|
|
|
|
|
|
|
|
534
|
|
|
|
|
|
|
L<https://cpanratings.perl.org/d/Bio-RNA-Barriers> |
535
|
|
|
|
|
|
|
|
536
|
|
|
|
|
|
|
=item * Search CPAN |
537
|
|
|
|
|
|
|
|
538
|
|
|
|
|
|
|
L<https://metacpan.org/release/Bio-RNA-Barriers> |
539
|
|
|
|
|
|
|
|
540
|
|
|
|
|
|
|
=back |
541
|
|
|
|
|
|
|
|
542
|
|
|
|
|
|
|
|
543
|
|
|
|
|
|
|
=head1 LICENSE AND COPYRIGHT |
544
|
|
|
|
|
|
|
|
545
|
|
|
|
|
|
|
Copyright 2019-2021 Felix Kuehnl. |
546
|
|
|
|
|
|
|
|
547
|
|
|
|
|
|
|
This program is free software: you can redistribute it and/or modify |
548
|
|
|
|
|
|
|
it under the terms of the GNU General Public License as published by |
549
|
|
|
|
|
|
|
the Free Software Foundation, either version 3 of the License, or |
550
|
|
|
|
|
|
|
(at your option) any later version. |
551
|
|
|
|
|
|
|
|
552
|
|
|
|
|
|
|
This program is distributed in the hope that it will be useful, |
553
|
|
|
|
|
|
|
but WITHOUT ANY WARRANTY; without even the implied warranty of |
554
|
|
|
|
|
|
|
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the |
555
|
|
|
|
|
|
|
GNU General Public License for more details. |
556
|
|
|
|
|
|
|
|
557
|
|
|
|
|
|
|
You should have received a copy of the GNU General Public License |
558
|
|
|
|
|
|
|
along with this program. If not, see L<http://www.gnu.org/licenses/>. |
559
|
|
|
|
|
|
|
|
560
|
|
|
|
|
|
|
|
561
|
|
|
|
|
|
|
|
562
|
|
|
|
|
|
|
=cut |
563
|
|
|
|
|
|
|
|
564
|
|
|
|
|
|
|
|
565
|
|
|
|
|
|
|
# End of lib/Bio/RNA/Barriers/Results.pm |