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package RandomJungle::File::RAW; |
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=head1 NAME |
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RandomJungle::File::RAW - Low level access to the data in the RandomJungle RAW input file |
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=cut |
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use strict; |
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use warnings; |
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use Carp; |
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use Data::Dumper; |
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use Devel::StackTrace; |
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=head1 VERSION |
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Version 0.03 |
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=cut |
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our $VERSION = 0.03; |
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our $ERROR; # used if new() fails |
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=head1 SYNOPSIS |
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RandomJungle::File::RAW provides access to the data contained within the RAW file used as input |
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for RandomJungle. This module was developed to support files in ped format only. |
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See RandomJungle::Jungle for higher-level methods. |
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use RandomJungle::File::RAW; |
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33
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my $raw = RandomJungle::File::RAW->new( filename => $rawfile ) || die $RandomJungle::File::RAW::ERROR; |
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$raw->parse || die $raw->err_str; |
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36
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my $file = $raw->get_filename; # returns the filename of the RAW file |
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my $aref = $raw->get_header_labels; # FID, IID, PAT, MAT |
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my $aref = $raw->get_variable_labels; # SEX, PHENOTYPE, rs... (not incl FID, IID, PAT, MAT) |
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39
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my $aref = $raw->get_sample_labels; # from the IID column in the RAW file (ordered by line in the file) |
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my $href = $raw->get_sample_data; # all sample data records (convience method for RJ::File::DB) |
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# Retrieve information by sample ($iid, from get_sample_labels) |
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# These methods set err_str and return undef on error ($iid not specified or invalid) |
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my $val = $raw->get_phenotype_for_sample( $iid ); # $iid is from get_sample_labels() |
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my $aref = $raw->get_data_for_sample( $iid ); # variable data, suitable for classification (split, spliced) |
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my $line = $raw->get_data_for_sample( $iid, orig => 1 ); # original line (unsplit, unspliced) from the RAW file |
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48
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my $href = $raw->get_data; # for debugging only; returns raw data structs |
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50
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# Error handling |
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51
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$raw->set_err( 'Something went boom' ); |
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my $msg = $raw->err_str; |
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my $trace = $raw->err_trace; |
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54
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55
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=cut |
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57
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#********************************************************************* |
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58
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# Public Methods |
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59
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#********************************************************************* |
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61
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=head1 METHODS |
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63
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=head2 new() |
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65
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Creates and returns a new RandomJungle::File::RAW object: |
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66
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67
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my $raw = RandomJungle::File::RAW->new( filename => $rawfile ); |
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69
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The 'filename' parameter is required. |
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Sets $ERROR and returns undef on failure. |
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72
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=cut |
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sub new |
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{ |
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# Returns RJ::File::RAW object on success |
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# Sets $ERROR and returns undef on failure (e.g., 'filename' param not set) |
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10
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1
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5832
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my ( $class, %args ) = @_; |
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80
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10
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my $obj = {}; |
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23
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bless $obj, $class; |
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$obj->_init( %args ) || return; # $ERROR set by _init() |
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84
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8
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return $obj; |
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} |
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87
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=head2 parse() |
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89
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Parses the RAW file specified in new(): |
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90
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91
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my $retval = $raw->parse; |
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93
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Returns a true value on success. Sets err_str and returns undef on failure. |
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95
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=cut |
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96
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97
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sub parse |
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{ |
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# Sets err_str and returns undef if error opening RAW file |
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100
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# Sets err_str and returns undef if unexpected header row format |
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101
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# Returns true on success |
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102
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103
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8
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8
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1
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966
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my ( $self ) = @_; |
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104
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105
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open( my $infh, '<', $self->{raw_file}{filename} ) or |
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106
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do |
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107
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8
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100
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375
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{ |
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108
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1
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7
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my $err = 'Error opening ' . $self->{raw_file}{filename} . "\n" . $!; |
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109
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1
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3
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$self->set_err( $err ); |
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110
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1
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202
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return; |
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111
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}; |
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112
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113
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# FID IID PAT MAT SEX PHENOTYPE rs6813086_T ... |
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114
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115
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# expected column names and indices |
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116
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7
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33
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my %col_names = |
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117
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( |
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118
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IID => 1, |
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119
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SEX => 4, |
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120
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PHENOTYPE => 5, |
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121
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); |
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122
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123
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7
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128
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my $header = <$infh>; |
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124
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7
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21
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$header = localize_string( $header ); # for cross-platform compatibility |
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125
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7
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14
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chomp $header; |
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126
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7
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56
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my @labels = split( / /, $header ); |
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127
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128
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7
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29
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while( my ( $name, $i ) = each %col_names ) |
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129
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{ |
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130
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17
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100
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58
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if( $name ne $labels[$i] ) |
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131
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{ |
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132
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3
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10
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my $err = "Warning: unexpected name in column $i (expected $name, got $labels[$i])"; |
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133
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3
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7
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$self->set_err( $err ); |
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134
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3
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529
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return; |
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135
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} |
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136
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} |
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137
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138
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# sex and phenotype are included as variables |
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139
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4
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24
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$self->{raw_data}{header_labels} = [ splice( @labels, 0, $col_names{SEX} ) ]; |
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140
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4
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25
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$self->{raw_data}{variable_labels} = [ @labels ]; |
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141
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142
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4
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16
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while( my $line = <$infh> ) |
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143
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{ |
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144
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80
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122
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$line = localize_string( $line ); # for cross-platform compatibility |
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145
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80
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100
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chomp $line; |
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146
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80
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432
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my @data = split( / /, $line ); |
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147
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148
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80
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174
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my $iid = $data[ $col_names{IID} ]; |
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149
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150
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80
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392
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$self->{raw_data}{data}{$iid} = { SEX => $data[ $col_names{SEX} ], |
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151
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PHENOTYPE => $data[ $col_names{PHENOTYPE} ], |
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152
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orig_data => $line, }; |
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153
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154
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80
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96
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push( @{ $self->{raw_data}{samples} }, $iid ); |
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80
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452
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155
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} |
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156
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157
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4
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88
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close $infh; |
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158
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159
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4
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27
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return 1; |
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160
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} |
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161
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162
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=head2 get_filename() |
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163
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164
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Returns the name of the RAW file specified in new(): |
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165
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166
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my $file = $raw->get_filename; |
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167
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168
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=cut |
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169
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170
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sub get_filename |
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171
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{ |
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172
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1
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1
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1
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6
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my ( $self ) = @_; |
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173
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1
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5
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return $self->{raw_file}{filename}; |
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174
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} |
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175
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176
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=head2 get_variable_labels() |
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177
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178
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Returns an array ref containing the labels for the variables in the input file. Note that the first |
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179
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four columns in a ped formatted file (FID, IID, PAT, MAT) are not considered variables and therefore |
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180
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they are not included in the results. The array will likely contain SEX and PHENOTYPE, followed |
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181
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by a list of SNP IDs. |
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182
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183
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my $aref = $raw->get_variable_labels; # SEX, PHENOTYPE, rs... |
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184
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185
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=cut |
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186
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187
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sub get_variable_labels |
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188
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{ |
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189
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# returns an aref of variable labels ( SEX, PHENOTYPE, rs... ) |
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190
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# this does not include the header labels ( FID, IID, PAT, MAT ) |
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191
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1
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1
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1
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2
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my ( $self ) = @_; |
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192
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1
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2
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my @labels = @{ $self->{raw_data}{variable_labels} }; # copy |
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1
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5
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193
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1
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3
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return \@labels; |
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194
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} |
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195
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196
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=head2 get_header_labels() |
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197
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198
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Returns an array ref containing the header labels from the input file, corresponding to the first |
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199
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four columns of a ped formatted file (FID, IID, PAT, MAT): |
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my $aref = $raw->get_header_labels; # FID, IID, PAT, MAT |
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203
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=cut |
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sub get_header_labels |
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{ |
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# returns an aref of header labels ( FID, IID, PAT, MAT ) |
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1
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1
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1
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6896
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my ( $self ) = @_; |
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1
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2
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my @labels = @{ $self->{raw_data}{header_labels} }; # copy |
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1
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6
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1
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return \@labels; |
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} |
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=head2 get_sample_labels() |
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Returns an array ref containing a list of sample labels, ordered according to line number in the |
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input file. The labels are taken from the IID column. |
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my $aref = $raw->get_sample_labels; |
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=cut |
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sub get_sample_labels |
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{ |
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# returns an aref of sample labels, in the order they appeared in the RAW file (by row) |
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# these labels correspond to the IID column in the RAW file (ped format) |
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1
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1
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1
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2945
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my ( $self ) = @_; |
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1
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3
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my @labels = @{ $self->{raw_data}{samples} }; # copy |
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1
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9
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1
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4
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return \@labels; |
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} |
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=head2 get_phenotype_for_sample() |
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233
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Returns the phenotype value for a given sample (specified using the sample label from the IID column): |
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235
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my $val = $raw->get_phenotype_for_sample( $iid ); # see get_sample_labels() |
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237
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Sets err_str and returns undef on error ($iid not specified or invalid). |
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239
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=cut |
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241
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sub get_phenotype_for_sample |
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{ |
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# returns the value from the PHENOTYPE column for the specified sample (IID) |
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# sets err_str and returns undef if $iid is not specified or if it is invalid |
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3
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3
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1
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43
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my ( $self, $iid ) = @_; |
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246
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247
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3
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100
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12
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if( ! defined $iid ) |
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{ |
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1
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5
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$self->set_err( 'No sample specified' ); |
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1
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206
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return; |
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251
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} |
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253
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2
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100
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10
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if( ! exists $self->{raw_data}{data}{$iid} ) |
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254
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{ |
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255
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1
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8
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$self->set_err( "Invalid sample [$iid]" ); |
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256
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1
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161
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return; |
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257
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} |
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258
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259
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1
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5
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return $self->{raw_data}{data}{$iid}{PHENOTYPE}; |
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260
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} |
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261
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262
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=head2 get_sample_data() |
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263
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264
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Returns a hash ref containing data for each sample in the input file. This is a convenience method |
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265
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for RandomJungle::File::DB and probably should not be called directly outside of that module, as the |
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266
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interface and return structure is not guaranteed to be stable. |
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267
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268
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my $href = $raw->get_sample_data; # convenience method for RandomJungle::File::DB |
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269
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270
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=cut |
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271
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272
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sub get_sample_data |
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273
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{ |
|
274
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# returns an href to all the variable data records |
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275
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# this is a convience method for RJ::File::DB |
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276
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1
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1
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1
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12668
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my ( $self ) = @_; |
|
277
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1
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5
|
return $self->{raw_data}{data}; |
|
278
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} |
|
279
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280
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=head2 get_data_for_sample() |
|
281
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|
282
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|
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This method retrieves data for a given sample, specified using the sample label from the IID column. |
|
283
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|
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If called with only a single parameter (the sample label), an array ref will be returned that contains |
|
284
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the sample's variable data, suitable for classification by a RandomJungle::Tree object: |
|
285
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|
286
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|
|
my $aref = $raw->get_data_for_sample( $iid ); # variable data, suitable for classification |
|
287
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|
288
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|
If called with 'orig => 1', the original line from the input file (unsplit, unspliced) will be returned: |
|
289
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|
290
|
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|
|
my $line = $raw->get_data_for_sample( $iid, orig => 1 ); # original line from the RAW file |
|
291
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|
292
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|
|
Sets err_str and returns undef on error ($iid not specified or invalid). |
|
293
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294
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|
=cut |
|
295
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|
296
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|
|
sub get_data_for_sample |
|
297
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|
{ |
|
298
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|
|
# returns an aref to the variable data, suitable for classification (split, spliced) |
|
299
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|
|
# returns the original (unsplit, unspliced) line from the RAW file if orig => 1 is specified |
|
300
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|
|
# sets err_str and returns undef if $sample_iid is not specified or if it is invalid |
|
301
|
5
|
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|
5
|
1
|
8317
|
my ( $self, $sample_iid, %params ) = @_; |
|
302
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|
303
|
5
|
100
|
|
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|
16
|
if( ! defined $sample_iid ) |
|
304
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|
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|
|
{ |
|
305
|
1
|
|
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|
|
3
|
$self->set_err( 'No sample specified' ); |
|
306
|
1
|
|
|
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|
122
|
return; |
|
307
|
|
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|
|
|
|
} |
|
308
|
|
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|
|
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|
309
|
4
|
100
|
|
|
|
14
|
if( ! exists $self->{raw_data}{data}{$sample_iid} ) |
|
310
|
|
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|
|
{ |
|
311
|
1
|
|
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|
6
|
$self->set_err( "Invalid sample [$sample_iid]" ); |
|
312
|
1
|
|
|
|
|
175
|
return; |
|
313
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|
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|
|
} |
|
314
|
|
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|
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|
315
|
|
|
|
|
|
|
# $orig_line is unsplit, unspliced: FID IID PAT MAT SEX PHENOTYPE ... |
|
316
|
3
|
|
|
|
|
9
|
my $orig_line = $self->{raw_data}{data}{$sample_iid}{orig_data}; |
|
317
|
|
|
|
|
|
|
|
|
318
|
3
|
100
|
100
|
|
|
18
|
if( exists $params{orig} && $params{orig} == 1 ) |
|
319
|
|
|
|
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|
|
{ |
|
320
|
1
|
|
|
|
|
5
|
return $orig_line; |
|
321
|
|
|
|
|
|
|
} |
|
322
|
|
|
|
|
|
|
|
|
323
|
2
|
|
|
|
|
15
|
my @data = split( / /, $orig_line ); |
|
324
|
2
|
|
|
|
|
8
|
my ( $fid, $iid, $pat, $mat ) = splice( @data, 0, 4 ); # remove for classification |
|
325
|
|
|
|
|
|
|
|
|
326
|
2
|
|
|
|
|
7
|
return \@data; |
|
327
|
|
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|
|
|
|
} |
|
328
|
|
|
|
|
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|
|
329
|
|
|
|
|
|
|
=head2 get_data() |
|
330
|
|
|
|
|
|
|
|
|
331
|
|
|
|
|
|
|
Returns the data structures contained in $self: |
|
332
|
|
|
|
|
|
|
|
|
333
|
|
|
|
|
|
|
my $href = $raw->get_data; |
|
334
|
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
This method is for debugging only and should not be used in production code. |
|
336
|
|
|
|
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|
|
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|
337
|
|
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|
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|
|
=cut |
|
338
|
|
|
|
|
|
|
|
|
339
|
|
|
|
|
|
|
sub get_data |
|
340
|
|
|
|
|
|
|
{ |
|
341
|
|
|
|
|
|
|
# deprecated |
|
342
|
1
|
|
|
1
|
1
|
6
|
my ( $self ) = @_; |
|
343
|
|
|
|
|
|
|
|
|
344
|
1
|
|
|
|
|
5
|
my %h = ( |
|
345
|
|
|
|
|
|
|
raw_file => $self->{raw_file}, |
|
346
|
|
|
|
|
|
|
raw_data => $self->{raw_data}, |
|
347
|
|
|
|
|
|
|
); |
|
348
|
|
|
|
|
|
|
|
|
349
|
1
|
|
|
|
|
3
|
return \%h; |
|
350
|
|
|
|
|
|
|
} |
|
351
|
|
|
|
|
|
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|
|
352
|
|
|
|
|
|
|
=head2 set_err() |
|
353
|
|
|
|
|
|
|
|
|
354
|
|
|
|
|
|
|
Sets the error message (provided as a parameter) and creates a stack trace: |
|
355
|
|
|
|
|
|
|
|
|
356
|
|
|
|
|
|
|
$raw->set_err( 'Something went boom' ); |
|
357
|
|
|
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|
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|
|
358
|
|
|
|
|
|
|
=cut |
|
359
|
|
|
|
|
|
|
|
|
360
|
|
|
|
|
|
|
sub set_err |
|
361
|
|
|
|
|
|
|
{ |
|
362
|
10
|
|
|
10
|
1
|
20
|
my ( $self, $errstr ) = @_; |
|
363
|
|
|
|
|
|
|
|
|
364
|
10
|
|
100
|
|
|
35
|
$self->{err_str} = $errstr || ''; |
|
365
|
10
|
|
|
|
|
54
|
$self->{err_trace} = Devel::StackTrace->new; |
|
366
|
|
|
|
|
|
|
} |
|
367
|
|
|
|
|
|
|
|
|
368
|
|
|
|
|
|
|
=head2 err_str() |
|
369
|
|
|
|
|
|
|
|
|
370
|
|
|
|
|
|
|
Returns the last error message that was set: |
|
371
|
|
|
|
|
|
|
|
|
372
|
|
|
|
|
|
|
my $msg = $raw->err_str; |
|
373
|
|
|
|
|
|
|
|
|
374
|
|
|
|
|
|
|
=cut |
|
375
|
|
|
|
|
|
|
|
|
376
|
|
|
|
|
|
|
sub err_str |
|
377
|
|
|
|
|
|
|
{ |
|
378
|
10
|
|
|
10
|
1
|
3698
|
my ( $self ) = @_; |
|
379
|
|
|
|
|
|
|
|
|
380
|
10
|
|
|
|
|
97
|
return $self->{err_str}; |
|
381
|
|
|
|
|
|
|
} |
|
382
|
|
|
|
|
|
|
|
|
383
|
|
|
|
|
|
|
=head2 err_trace() |
|
384
|
|
|
|
|
|
|
|
|
385
|
|
|
|
|
|
|
Returns a backtrace for the last error that was encountered: |
|
386
|
|
|
|
|
|
|
|
|
387
|
|
|
|
|
|
|
my $trace = $raw->err_trace; |
|
388
|
|
|
|
|
|
|
|
|
389
|
|
|
|
|
|
|
=cut |
|
390
|
|
|
|
|
|
|
|
|
391
|
|
|
|
|
|
|
sub err_trace |
|
392
|
|
|
|
|
|
|
{ |
|
393
|
1
|
|
|
1
|
1
|
3
|
my ( $self ) = @_; |
|
394
|
|
|
|
|
|
|
|
|
395
|
1
|
|
|
|
|
7
|
return $self->{err_trace}->as_string; |
|
396
|
|
|
|
|
|
|
} |
|
397
|
|
|
|
|
|
|
|
|
398
|
|
|
|
|
|
|
#********************************************************************* |
|
399
|
|
|
|
|
|
|
# Private Methods and Routines |
|
400
|
|
|
|
|
|
|
#********************************************************************* |
|
401
|
|
|
|
|
|
|
|
|
402
|
|
|
|
|
|
|
sub _init |
|
403
|
|
|
|
|
|
|
{ |
|
404
|
|
|
|
|
|
|
# sets $ERROR and returns undef if $args{filename} is not defined or file does not exist |
|
405
|
|
|
|
|
|
|
|
|
406
|
10
|
|
|
10
|
|
22
|
my ( $self, %args ) = @_; |
|
407
|
|
|
|
|
|
|
|
|
408
|
10
|
|
|
|
|
20
|
@{ $self }{ keys %args } = values %args; |
|
|
10
|
|
|
|
|
30
|
|
|
409
|
|
|
|
|
|
|
|
|
410
|
|
|
|
|
|
|
# filename (mandatory) |
|
411
|
|
|
|
|
|
|
|
|
412
|
10
|
100
|
|
|
|
343
|
if( ! defined $self->{filename} ) |
|
|
|
100
|
|
|
|
|
|
|
413
|
|
|
|
|
|
|
{ |
|
414
|
1
|
|
|
|
|
2
|
$ERROR = "'filename' is not defined"; |
|
415
|
1
|
|
|
|
|
11
|
return; |
|
416
|
|
|
|
|
|
|
} |
|
417
|
|
|
|
|
|
|
elsif( ! -e $self->{filename} ) |
|
418
|
|
|
|
|
|
|
{ |
|
419
|
1
|
|
|
|
|
3
|
$ERROR = "$self->{filename} does not exist"; |
|
420
|
1
|
|
|
|
|
5
|
return; |
|
421
|
|
|
|
|
|
|
} |
|
422
|
|
|
|
|
|
|
|
|
423
|
8
|
|
|
|
|
49
|
$self->{raw_file}{filename} = $self->{filename}; |
|
424
|
|
|
|
|
|
|
} |
|
425
|
|
|
|
|
|
|
|
|
426
|
|
|
|
|
|
|
sub localize_string |
|
427
|
|
|
|
|
|
|
{ |
|
428
|
87
|
|
|
87
|
0
|
185
|
my ( $content ) = @_; |
|
429
|
|
|
|
|
|
|
|
|
430
|
87
|
|
|
|
|
107
|
my $localized = $content; |
|
431
|
87
|
|
|
|
|
124
|
$localized =~ s[\012\015][\n]g; # added to support x0Ax0D |
|
432
|
87
|
|
|
|
|
101
|
$localized =~ s[\015{1,2}\012][\n]sg; # from File::LocalizeNewlines, collapse x0Dx0A and x0Dx0Dx0A |
|
433
|
87
|
|
|
|
|
266
|
$localized =~ s[\015|\012][\n]sg; # from File::LocalizeNewlines, normalize remaining |
|
434
|
|
|
|
|
|
|
|
|
435
|
87
|
|
|
|
|
190
|
return $localized; |
|
436
|
|
|
|
|
|
|
} |
|
437
|
|
|
|
|
|
|
|
|
438
|
|
|
|
|
|
|
=head1 SEE ALSO |
|
439
|
|
|
|
|
|
|
|
|
440
|
|
|
|
|
|
|
RandomJungle::Jungle, RandomJungle::Tree, RandomJungle::Tree::Node, |
|
441
|
|
|
|
|
|
|
RandomJungle::XML, RandomJungle::OOB, RandomJungle::RAW, |
|
442
|
|
|
|
|
|
|
RandomJungle::DB, RandomJungle::Classification_DB |
|
443
|
|
|
|
|
|
|
|
|
444
|
|
|
|
|
|
|
=head1 AUTHOR |
|
445
|
|
|
|
|
|
|
|
|
446
|
|
|
|
|
|
|
Robert R. Freimuth |
|
447
|
|
|
|
|
|
|
|
|
448
|
|
|
|
|
|
|
=head1 COPYRIGHT |
|
449
|
|
|
|
|
|
|
|
|
450
|
|
|
|
|
|
|
Copyright (c) 2011 Mayo Foundation for Medical Education and Research. All rights reserved. |
|
451
|
|
|
|
|
|
|
|
|
452
|
|
|
|
|
|
|
This program is free software; you can redistribute it and/or modify |
|
453
|
|
|
|
|
|
|
it under the same terms as Perl itself. |
|
454
|
|
|
|
|
|
|
|
|
455
|
|
|
|
|
|
|
The full text of the license can be found in the |
|
456
|
|
|
|
|
|
|
LICENSE file included with this module. |
|
457
|
|
|
|
|
|
|
|
|
458
|
|
|
|
|
|
|
=cut |
|
459
|
|
|
|
|
|
|
|
|
460
|
|
|
|
|
|
|
#********************************************************************* |
|
461
|
|
|
|
|
|
|
# Guts |
|
462
|
|
|
|
|
|
|
#********************************************************************* |
|
463
|
|
|
|
|
|
|
|
|
464
|
|
|
|
|
|
|
=begin guts |
|
465
|
|
|
|
|
|
|
|
|
466
|
|
|
|
|
|
|
Guts: |
|
467
|
|
|
|
|
|
|
|
|
468
|
|
|
|
|
|
|
$self |
|
469
|
|
|
|
|
|
|
raw_file |
|
470
|
|
|
|
|
|
|
filename => $filename |
|
471
|
|
|
|
|
|
|
raw_data |
|
472
|
|
|
|
|
|
|
header_labels => [ FID, IID, PAT, MAT ] (expected) |
|
473
|
|
|
|
|
|
|
variable_labels => [ SEX, PHENOTYPE, rs... ] |
|
474
|
|
|
|
|
|
|
data |
|
475
|
|
|
|
|
|
|
$iid |
|
476
|
|
|
|
|
|
|
SEX => $val |
|
477
|
|
|
|
|
|
|
PHENOTYPE => $val |
|
478
|
|
|
|
|
|
|
orig_data => $line (unsplit, unspliced) # use for classifying sample with tree (but not vals for header labels!) |
|
479
|
|
|
|
|
|
|
samples => [ $iid, ... ] |
|
480
|
|
|
|
|
|
|
err_str => $errstr |
|
481
|
|
|
|
|
|
|
err_trace => Devel::StackTrace object |
|
482
|
|
|
|
|
|
|
|
|
483
|
|
|
|
|
|
|
=cut |
|
484
|
|
|
|
|
|
|
|
|
485
|
|
|
|
|
|
|
1; |