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| 1 |  |  |  |  |  |  | package App::SimulateReads::Quality; | 
| 2 |  |  |  |  |  |  | # ABSTRACT: Class to simulate quality entries | 
| 3 |  |  |  |  |  |  |  | 
| 4 | 6 |  |  | 6 |  | 37 | use App::SimulateReads::Base 'class'; | 
|  | 6 |  |  |  |  | 11 |  | 
|  | 6 |  |  |  |  | 37 |  | 
| 5 | 6 |  |  | 6 |  | 2975 | use App::SimulateReads::Quality::Handle; | 
|  | 6 |  |  |  |  | 1987 |  | 
|  | 6 |  |  |  |  | 3846 |  | 
| 6 |  |  |  |  |  |  |  | 
| 7 |  |  |  |  |  |  | our $VERSION = '0.05'; # VERSION | 
| 8 |  |  |  |  |  |  |  | 
| 9 |  |  |  |  |  |  | #------------------------------------------------------------------------------- | 
| 10 |  |  |  |  |  |  | #  Moose attributes | 
| 11 |  |  |  |  |  |  | #------------------------------------------------------------------------------- | 
| 12 |  |  |  |  |  |  | has 'quality_profile'    => (is => 'ro', isa => 'My:QualityP', required => 1, coerce => 1); | 
| 13 |  |  |  |  |  |  | has 'read_size'          => (is => 'ro', isa => 'My:IntGt0',   required => 1); | 
| 14 |  |  |  |  |  |  | has '_quality_by_system' => ( | 
| 15 |  |  |  |  |  |  | is         => 'ro', | 
| 16 |  |  |  |  |  |  | isa        => 'My:QualityH', | 
| 17 |  |  |  |  |  |  | builder    => '_build_quality_by_system', | 
| 18 |  |  |  |  |  |  | lazy_build => 1 | 
| 19 |  |  |  |  |  |  | ); | 
| 20 |  |  |  |  |  |  | has '_gen_quality'      => ( | 
| 21 |  |  |  |  |  |  | is         => 'ro', | 
| 22 |  |  |  |  |  |  | isa        => 'CodeRef', | 
| 23 |  |  |  |  |  |  | builder    => '_build_gen_quality', | 
| 24 |  |  |  |  |  |  | lazy_build => 1 | 
| 25 |  |  |  |  |  |  | ); | 
| 26 |  |  |  |  |  |  |  | 
| 27 |  |  |  |  |  |  | sub BUILD { | 
| 28 | 38 |  |  | 38 | 0 | 93 | my $self = shift; | 
| 29 |  |  |  |  |  |  | ## Just to ensure that the lazy attributes are built before &new returns | 
| 30 | 38 | 50 |  |  |  | 1065 | $self->_quality_by_system if $self->quality_profile ne 'poisson'; | 
| 31 |  |  |  |  |  |  | } | 
| 32 |  |  |  |  |  |  |  | 
| 33 |  |  |  |  |  |  | #------------------------------------------------------------------------------- | 
| 34 |  |  |  |  |  |  | #  Phred score table for poisson distribution simulation | 
| 35 |  |  |  |  |  |  | #------------------------------------------------------------------------------- | 
| 36 |  |  |  |  |  |  | my @PHRED_SCORE = ( | 
| 37 |  |  |  |  |  |  | { | 
| 38 |  |  |  |  |  |  | score  => ['I', 'H', 'G', 'F', 'E', 'D', 'C', 'B', 'A', '@', '?'], | 
| 39 |  |  |  |  |  |  | size   => 11, | 
| 40 |  |  |  |  |  |  | ratio  => 1.5 | 
| 41 |  |  |  |  |  |  | }, | 
| 42 |  |  |  |  |  |  | { | 
| 43 |  |  |  |  |  |  | score  => ['>', '=', '<', ';', ':', '9', '8', '7', '6', '5'], | 
| 44 |  |  |  |  |  |  | size   => 10, | 
| 45 |  |  |  |  |  |  | ratio  => 2 | 
| 46 |  |  |  |  |  |  | }, | 
| 47 |  |  |  |  |  |  | { | 
| 48 |  |  |  |  |  |  | score  => ['4', '3', '2', '1', '0', '/', '.', '-', ',', '+'], | 
| 49 |  |  |  |  |  |  | size   => 10, | 
| 50 |  |  |  |  |  |  | ratio  => 2 | 
| 51 |  |  |  |  |  |  | }, | 
| 52 |  |  |  |  |  |  | { | 
| 53 |  |  |  |  |  |  | score  => ['*', ')', '(', '\'', '&', '%', '$', '#', '"', '!'], | 
| 54 |  |  |  |  |  |  | size   => 10, | 
| 55 |  |  |  |  |  |  | ratio  => 1 | 
| 56 |  |  |  |  |  |  | } | 
| 57 |  |  |  |  |  |  | ); | 
| 58 |  |  |  |  |  |  |  | 
| 59 |  |  |  |  |  |  | #===  CLASS METHOD  ============================================================ | 
| 60 |  |  |  |  |  |  | #        CLASS: Quality | 
| 61 |  |  |  |  |  |  | #       METHOD: _build_gen_quality (BUILDER) | 
| 62 |  |  |  |  |  |  | #   PARAMETERS: Void | 
| 63 |  |  |  |  |  |  | #      RETURNS: $fun CodeRef | 
| 64 |  |  |  |  |  |  | #  DESCRIPTION: Dynamic linkage for quality profile generator | 
| 65 |  |  |  |  |  |  | #       THROWS: no exceptions | 
| 66 |  |  |  |  |  |  | #     COMMENTS: none | 
| 67 |  |  |  |  |  |  | #     SEE ALSO: n/a | 
| 68 |  |  |  |  |  |  | #=============================================================================== | 
| 69 |  |  |  |  |  |  | sub _build_gen_quality { | 
| 70 | 14 |  |  | 14 |  | 47 | my $self = shift; | 
| 71 | 14 |  |  |  |  | 28 | my $fun; | 
| 72 |  |  |  |  |  |  |  | 
| 73 | 14 |  |  |  |  | 453 | given ($self->quality_profile) { | 
| 74 | 14 |  |  |  |  | 69 | when ('poisson') { | 
| 75 | 14 |  |  | 2339 |  | 134 | $fun = sub { $self->_gen_quality_by_poisson_dist }; | 
|  | 2339 |  |  |  |  | 5782 |  | 
| 76 |  |  |  |  |  |  | } | 
| 77 | 0 |  |  |  |  | 0 | default { | 
| 78 | 0 |  |  | 0 |  | 0 | $fun = sub { $self->_gen_quality_by_system }; | 
|  | 0 |  |  |  |  | 0 |  | 
| 79 |  |  |  |  |  |  | } | 
| 80 |  |  |  |  |  |  | } | 
| 81 |  |  |  |  |  |  |  | 
| 82 | 14 |  |  |  |  | 435 | return $fun; | 
| 83 |  |  |  |  |  |  | } ## --- end sub _build_gen_quality | 
| 84 |  |  |  |  |  |  |  | 
| 85 |  |  |  |  |  |  | #===  CLASS METHOD  ============================================================ | 
| 86 |  |  |  |  |  |  | #        CLASS: Quality | 
| 87 |  |  |  |  |  |  | #       METHOD: _build_quality_by_system (BUILDER) | 
| 88 |  |  |  |  |  |  | #   PARAMETERS: Void | 
| 89 |  |  |  |  |  |  | #      RETURNS: $quality_by_system My:QualityH | 
| 90 |  |  |  |  |  |  | #  DESCRIPTION: Searches into the paths for quality_profile.perldata where is | 
| 91 |  |  |  |  |  |  | #               found the quality distribution for a given system | 
| 92 |  |  |  |  |  |  | #       THROWS: If quality_profile not found, or a given system is not stored | 
| 93 |  |  |  |  |  |  | #               in the database, throws an exception | 
| 94 |  |  |  |  |  |  | #     COMMENTS: none | 
| 95 |  |  |  |  |  |  | #     SEE ALSO: n/a | 
| 96 |  |  |  |  |  |  | #=============================================================================== | 
| 97 |  |  |  |  |  |  | sub _build_quality_by_system { | 
| 98 | 0 |  |  | 0 |  | 0 | my $self = shift; | 
| 99 | 0 |  |  |  |  | 0 | my $db = App::SimulateReads::Quality::Handle->new; | 
| 100 | 0 |  |  |  |  | 0 | my ($matrix, $deepth) = $db->retrievedb($self->quality_profile, $self->read_size); | 
| 101 | 0 |  |  |  |  | 0 | return { matrix => $matrix, deepth => $deepth }; | 
| 102 |  |  |  |  |  |  | } ## --- end sub _build_quality_by_system | 
| 103 |  |  |  |  |  |  |  | 
| 104 |  |  |  |  |  |  | sub gen_quality { | 
| 105 | 2339 |  |  | 2339 | 0 | 47529 | my $self = shift; | 
| 106 | 2339 |  |  |  |  | 74920 | my $gen_quality = $self->_gen_quality; | 
| 107 | 2339 |  |  |  |  | 5272 | return $gen_quality->(); | 
| 108 |  |  |  |  |  |  | } ## --- end sub gen_quality | 
| 109 |  |  |  |  |  |  |  | 
| 110 |  |  |  |  |  |  | #===  CLASS METHOD  ============================================================ | 
| 111 |  |  |  |  |  |  | #        CLASS: Quality | 
| 112 |  |  |  |  |  |  | #       METHOD: _gen_quality_by_system (PRIVATE) | 
| 113 |  |  |  |  |  |  | #   PARAMETERS: Void | 
| 114 |  |  |  |  |  |  | #      RETURNS: \$quality Ref Str | 
| 115 |  |  |  |  |  |  | #  DESCRIPTION: Calcultes a quality string by raffle inside a quality matrix - | 
| 116 |  |  |  |  |  |  | #               where each position is a vector encoding a distribution. So | 
| 117 |  |  |  |  |  |  | #               if the string length is 100 bases, it needs to raffle 100 times. | 
| 118 |  |  |  |  |  |  | #               The more present is a given quality, the more chance to be raffled | 
| 119 |  |  |  |  |  |  | #               it will be | 
| 120 |  |  |  |  |  |  | #       THROWS: no exceptions | 
| 121 |  |  |  |  |  |  | #     COMMENTS: none | 
| 122 |  |  |  |  |  |  | #     SEE ALSO: n/a | 
| 123 |  |  |  |  |  |  | #=============================================================================== | 
| 124 |  |  |  |  |  |  | sub _gen_quality_by_system { | 
| 125 | 0 |  |  | 0 |  | 0 | my $self = shift; | 
| 126 |  |  |  |  |  |  |  | 
| 127 | 0 |  |  |  |  | 0 | my $quality_matrix = $self->_quality_by_system->{matrix}; | 
| 128 | 0 |  |  |  |  | 0 | my $quality_deepth = $self->_quality_by_system->{deepth}; | 
| 129 | 0 |  |  |  |  | 0 | my $quality; | 
| 130 |  |  |  |  |  |  |  | 
| 131 | 0 |  |  |  |  | 0 | for (my $i = 0; $i < $self->read_size; $i++) { | 
| 132 | 0 |  |  |  |  | 0 | $quality .= $quality_matrix->[$i][int(rand($quality_deepth))]; | 
| 133 |  |  |  |  |  |  | } | 
| 134 |  |  |  |  |  |  |  | 
| 135 | 0 |  |  |  |  | 0 | return \$quality; | 
| 136 |  |  |  |  |  |  | } ## --- end sub _gen_quality_by_system | 
| 137 |  |  |  |  |  |  |  | 
| 138 |  |  |  |  |  |  | #===  CLASS METHOD  ============================================================ | 
| 139 |  |  |  |  |  |  | #        CLASS: Quality | 
| 140 |  |  |  |  |  |  | #       METHOD: _gen_quality_by_poisson_dist | 
| 141 |  |  |  |  |  |  | #   PARAMETERS: Void | 
| 142 |  |  |  |  |  |  | #      RETURNS: \$quality Ref Str | 
| 143 |  |  |  |  |  |  | #  DESCRIPTION: Calculates quality based in a cumulative poisson distribution | 
| 144 |  |  |  |  |  |  | #       THROWS: no exceptions | 
| 145 |  |  |  |  |  |  | #     COMMENTS: It uses the @PHRED_SCORE table to simulate a proportion score | 
| 146 |  |  |  |  |  |  | #               similar to the poisson distribution | 
| 147 |  |  |  |  |  |  | #     SEE ALSO: _poisson_dist | 
| 148 |  |  |  |  |  |  | #=============================================================================== | 
| 149 |  |  |  |  |  |  | sub _gen_quality_by_poisson_dist { | 
| 150 | 2339 |  |  | 2339 |  | 4117 | my $self = shift; | 
| 151 | 2339 |  |  |  |  | 3764 | my $quality; | 
| 152 | 2339 |  |  |  |  | 71870 | return $self->_poisson_dist(\$quality, $self->read_size, scalar @PHRED_SCORE); | 
| 153 |  |  |  |  |  |  | } ## --- end sub _gen_quality_by_poisson_dist | 
| 154 |  |  |  |  |  |  |  | 
| 155 |  |  |  |  |  |  | #===  CLASS METHOD  ============================================================ | 
| 156 |  |  |  |  |  |  | #        CLASS: Quality | 
| 157 |  |  |  |  |  |  | #       METHOD: _poisson_dist | 
| 158 |  |  |  |  |  |  | #   PARAMETERS: $quality_ref Str Ref, $size Int > 0, $countdown Int >= 0 | 
| 159 |  |  |  |  |  |  | #      RETURNS: $quality_ref Str Ref | 
| 160 |  |  |  |  |  |  | #  DESCRIPTION: Recursive routine that generates a quality string based in a | 
| 161 |  |  |  |  |  |  | #               uniform random raffle into @PHRED_SCORE partitions. It works as | 
| 162 |  |  |  |  |  |  | #               a poisson CDF | 
| 163 |  |  |  |  |  |  | #       THROWS: no exceptions | 
| 164 |  |  |  |  |  |  | #     COMMENTS: none | 
| 165 |  |  |  |  |  |  | #     SEE ALSO: _gen_quality_by_poisson_dist | 
| 166 |  |  |  |  |  |  | #=============================================================================== | 
| 167 |  |  |  |  |  |  | sub _poisson_dist { | 
| 168 | 11695 |  |  | 11695 |  | 21630 | my ($self, $quality_ref, $size, $countdown) = @_; | 
| 169 | 11695 | 100 |  |  |  | 30558 | return $quality_ref if not $countdown; | 
| 170 |  |  |  |  |  |  |  | 
| 171 | 9356 |  |  |  |  | 17532 | my $ratio = $PHRED_SCORE[4 - $countdown]{ratio}; | 
| 172 | 9356 |  |  |  |  | 18776 | my $part = int($size / $ratio) + ($size % $ratio); | 
| 173 | 9356 |  |  |  |  | 16088 | my $score = $PHRED_SCORE[4 - $countdown]{score}; | 
| 174 | 9356 |  |  |  |  | 14647 | my $score_size = $PHRED_SCORE[4 - $countdown]{size}; | 
| 175 |  |  |  |  |  |  |  | 
| 176 | 9356 |  |  |  |  | 18552 | for (my $i = 0; $i < $part; $i++) { | 
| 177 | 23390 |  |  |  |  | 56935 | $$quality_ref .= $score->[int(rand($score_size))]; | 
| 178 |  |  |  |  |  |  | } | 
| 179 |  |  |  |  |  |  |  | 
| 180 | 9356 |  |  |  |  | 21542 | return $self->_poisson_dist($quality_ref, $size - $part, $countdown - 1); | 
| 181 |  |  |  |  |  |  | } ## --- end sub _poisson_dist | 
| 182 |  |  |  |  |  |  |  | 
| 183 |  |  |  |  |  |  | __END__ | 
| 184 |  |  |  |  |  |  |  | 
| 185 |  |  |  |  |  |  | =pod | 
| 186 |  |  |  |  |  |  |  | 
| 187 |  |  |  |  |  |  | =encoding UTF-8 | 
| 188 |  |  |  |  |  |  |  | 
| 189 |  |  |  |  |  |  | =head1 NAME | 
| 190 |  |  |  |  |  |  |  | 
| 191 |  |  |  |  |  |  | App::SimulateReads::Quality - Class to simulate quality entries | 
| 192 |  |  |  |  |  |  |  | 
| 193 |  |  |  |  |  |  | =head1 VERSION | 
| 194 |  |  |  |  |  |  |  | 
| 195 |  |  |  |  |  |  | version 0.05 | 
| 196 |  |  |  |  |  |  |  | 
| 197 |  |  |  |  |  |  | =head1 AUTHOR | 
| 198 |  |  |  |  |  |  |  | 
| 199 |  |  |  |  |  |  | Thiago L. A. Miller <tmiller@mochsl.org.br> | 
| 200 |  |  |  |  |  |  |  | 
| 201 |  |  |  |  |  |  | =head1 COPYRIGHT AND LICENSE | 
| 202 |  |  |  |  |  |  |  | 
| 203 |  |  |  |  |  |  | This software is Copyright (c) 2017 by Teaching and Research Institute from SÃrio-Libanês Hospital. | 
| 204 |  |  |  |  |  |  |  | 
| 205 |  |  |  |  |  |  | This is free software, licensed under: | 
| 206 |  |  |  |  |  |  |  | 
| 207 |  |  |  |  |  |  | The GNU General Public License, Version 3, June 2007 | 
| 208 |  |  |  |  |  |  |  | 
| 209 |  |  |  |  |  |  | =cut |