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=head1 NAME |
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4
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Bio::Matrix::PSM::SiteMatrixI - SiteMatrixI implementation, holds a |
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position scoring matrix (or position weight matrix) and log-odds |
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=head1 SYNOPSIS |
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9
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# You cannot use this module directly; see Bio::Matrix::PSM::SiteMatrix |
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# for an example implementation |
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=head1 DESCRIPTION |
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SiteMatrix is designed to provide some basic methods when working with position |
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scoring (weight) matrices, such as transcription factor binding sites for |
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example. A DNA PSM consists of four vectors with frequencies {A,C,G,T}. This is |
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the minimum information you should provide to construct a PSM object. The |
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vectors can be provided as strings with frequenciesx10 rounded to an int, going |
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from {0..a} and 'a' represents the maximum (10). This is like MEME's compressed |
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representation of a matrix and it is quite useful when working with relational |
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DB. If arrays are provided as an input (references to arrays actually) they can |
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be any number, real or integer (frequency or count). |
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When creating the object you can ask the constructor to make a simple pseudo |
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count correction by adding a number (typically 1) to all positions (with the |
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-correction option). After adding the number the frequencies will be |
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calculated. Only use correction when you supply counts, not frequencies. |
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29
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Throws an exception if: You mix as an input array and string (for example A |
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30
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matrix is given as array, C - as string). The position vector is (0,0,0,0). One |
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31
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of the probability vectors is shorter than the rest. |
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32
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33
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Summary of the methods I use most frequently (details below): |
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34
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35
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iupac - return IUPAC compliant consensus as a string |
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36
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score - Returns the score as a real number |
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37
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IC - information content. Returns a real number |
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38
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id - identifier. Returns a string |
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39
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accession - accession number. Returns a string |
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40
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next_pos - return the sequence probably for each letter, IUPAC |
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41
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symbol, IUPAC probability and simple sequence |
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42
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consenus letter for this position. Rewind at the end. Returns a hash. |
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43
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pos - current position get/set. Returns an integer. |
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44
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regexp - construct a regular expression based on IUPAC consensus. |
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45
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For example AGWV will be [Aa][Gg][AaTt][AaCcGg] |
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46
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width - site width |
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47
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get_string - gets the probability vector for a single base as a string. |
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48
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get_array - gets the probability vector for a single base as an array. |
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49
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get_logs_array - gets the log-odds vector for a single base as an array. |
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50
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51
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New methods, which might be of interest to anyone who wants to store PSM in a relational |
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52
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database without creating an entry for each position is the ability to compress the |
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53
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PSM vector into a string with losing usually less than 1% of the data. |
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54
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this can be done with: |
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55
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56
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my $str=$matrix->get_compressed_freq('A'); |
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57
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58
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or |
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59
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60
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my $str=$matrix->get_compressed_logs('A'); |
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61
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62
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Loading from a database should be done with new, but is not yest implemented. |
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63
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However you can still uncompress such string with: |
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64
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65
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my @arr=Bio::Matrix::PSM::_uncompress_string ($str,1,1); for PSM |
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66
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67
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or |
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68
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69
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my @arr=Bio::Matrix::PSM::_uncompress_string ($str,1000,2); for log odds |
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70
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71
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=head1 FEEDBACK |
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72
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73
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=head2 Mailing Lists |
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74
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75
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User feedback is an integral part of the evolution of this and other |
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76
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Bioperl modules. Send your comments and suggestions preferably to one |
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77
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of the Bioperl mailing lists. Your participation is much appreciated. |
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78
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79
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bioperl-l@bioperl.org - General discussion |
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80
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http://bioperl.org/wiki/Mailing_lists - About the mailing lists |
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81
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82
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=head2 Support |
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83
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84
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Please direct usage questions or support issues to the mailing list: |
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85
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86
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I |
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87
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88
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rather than to the module maintainer directly. Many experienced and |
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89
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reponsive experts will be able look at the problem and quickly |
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90
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address it. Please include a thorough description of the problem |
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91
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with code and data examples if at all possible. |
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92
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93
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=head2 Reporting Bugs |
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94
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95
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Report bugs to the Bioperl bug tracking system to help us keep track |
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96
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the bugs and their resolution. Bug reports can be submitted via the |
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97
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web: |
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98
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99
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https://github.com/bioperl/bioperl-live/issues |
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100
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101
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=head1 AUTHOR - Stefan Kirov |
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102
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103
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Email skirov@utk.edu |
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104
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105
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=head1 APPENDIX |
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106
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107
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=cut |
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108
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109
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110
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# Let the code begin... |
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111
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112
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package Bio::Matrix::PSM::SiteMatrixI; |
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113
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114
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# use strict; |
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115
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6
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6
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38
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use base qw(Bio::Root::RootI); |
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6
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11
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6
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2712
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116
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117
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=head2 calc_weight |
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118
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119
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Title : calc_weight |
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120
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Usage : $self->calc_weight({A=>0.2562,C=>0.2438,G=>0.2432,T=>0.2568}); |
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121
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Function: Recalculates the PSM (or weights) based on the PFM (the frequency matrix) |
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122
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and user supplied background model. |
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123
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Throws : if no model is supplied |
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124
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Example : |
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125
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Returns : |
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126
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Args : reference to a hash with background frequencies for A,C,G and T |
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127
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128
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=cut |
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129
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130
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sub calc_weight { |
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131
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0
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0
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1
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my $self = shift; |
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132
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0
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$self->throw_not_implemented(); |
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133
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} |
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134
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135
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136
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=head2 next_pos |
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137
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138
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Title : next_pos |
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139
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Usage : my %base=$site->next_pos; |
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140
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Function: |
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141
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142
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Retrieves the next position features: frequencies and weights for |
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143
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A,C,G,T, the main letter (as in consensus) and the |
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144
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probabilty for this letter to occur at this position and |
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145
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the current position |
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146
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147
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Throws : |
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148
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Example : |
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149
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Returns : hash (pA,pC,pG,pT,lA,lC,lG,lT,base,prob,rel) |
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150
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Args : none |
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151
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152
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153
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=cut |
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154
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155
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sub next_pos { |
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156
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0
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0
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1
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my $self = shift; |
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157
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0
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$self->throw_not_implemented(); |
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158
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} |
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159
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160
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=head2 curpos |
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161
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162
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Title : curpos |
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163
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Usage : my $pos=$site->curpos; |
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164
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Function: Gets/sets the current position. Converts to 0 if argument is minus and |
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165
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to width if greater than width |
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166
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Throws : |
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167
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Example : |
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168
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Returns : integer |
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169
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Args : integer |
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170
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171
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=cut |
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172
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173
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sub curpos { |
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174
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0
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0
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1
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my $self = shift; |
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175
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0
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$self->throw_not_implemented(); |
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176
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} |
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177
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178
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=head2 e_val |
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179
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180
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Title : e_val |
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181
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Usage : my $score=$site->e_val; |
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182
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Function: Gets/sets the e-value |
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183
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Throws : |
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184
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Example : |
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185
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Returns : real number |
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186
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Args : real number |
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187
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188
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=cut |
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189
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190
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sub e_val { |
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191
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0
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0
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1
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my $self = shift; |
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192
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0
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$self->throw_not_implemented(); |
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193
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} |
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194
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195
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=head2 consensus |
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196
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197
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Title : consensus |
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198
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Usage : |
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199
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Function: Returns the consensus |
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200
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Returns : string |
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201
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Args : (optional) threshold value 1 to 10, default 5 |
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202
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'5' means the returned characters had a 50% or higher presence at |
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203
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their position |
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204
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205
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=cut |
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206
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207
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sub consensus { |
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208
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0
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0
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1
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my $self = shift; |
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209
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0
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$self->throw_not_implemented(); |
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210
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} |
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211
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212
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=head2 accession_number |
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213
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214
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Title : accession_number |
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215
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Usage : |
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216
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Function: accession number, this will be unique id for the SiteMatrix object as |
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217
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well for any other object, inheriting from SiteMatrix |
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218
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Throws : |
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219
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Example : |
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Returns : string |
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Args : string |
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222
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223
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=cut |
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224
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225
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sub accession_number { |
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226
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0
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0
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1
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my $self = shift; |
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227
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0
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$self->throw_not_implemented(); |
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228
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} |
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229
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230
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231
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=head2 width |
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232
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233
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Title : width |
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234
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Usage : my $width=$site->width; |
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235
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Function: Returns the length of the site |
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236
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Throws : |
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237
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Example : |
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238
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Returns : number |
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239
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Args : |
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240
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241
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=cut |
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242
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243
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sub width { |
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244
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0
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0
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1
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my $self = shift; |
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245
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0
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$self->throw_not_implemented(); |
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246
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} |
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247
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248
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=head2 IUPAC |
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249
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250
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Title : IUPAC |
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251
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Usage : my $iupac_consensus=$site->IUPAC; |
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252
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Function: Returns IUPAC compliant consensus |
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253
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Throws : |
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254
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Example : |
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255
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Returns : string |
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256
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Args : |
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257
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258
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=cut |
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259
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260
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sub IUPAC { |
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261
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0
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0
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1
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my $self = shift; |
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262
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0
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$self->throw_not_implemented(); |
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263
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} |
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264
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265
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=head2 IC |
|
266
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267
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Title : IC |
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268
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Usage : my $ic=$site->IC; |
|
269
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Function: Information content |
|
270
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Throws : |
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271
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Example : |
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272
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Returns : real number |
|
273
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Args : none |
|
274
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275
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=cut |
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276
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277
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sub IC { |
|
278
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0
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0
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1
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|
my $self=shift; |
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279
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0
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|
$self->throw_not_implemented(); |
|
280
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|
} |
|
281
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282
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|
=head2 get_string |
|
283
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284
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Title : get_string |
|
285
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|
Usage : my $freq_A=$site->get_string('A'); |
|
286
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|
Function: Returns given probability vector as a string. Useful if you want to |
|
287
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|
|
store things in a rel database, where arrays are not first choice |
|
288
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|
Throws : If the argument is outside {A,C,G,T} |
|
289
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|
|
Example : |
|
290
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|
|
Returns : string |
|
291
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|
|
Args : character {A,C,G,T} |
|
292
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|
293
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|
=cut |
|
294
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|
295
|
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|
|
sub get_string { |
|
296
|
0
|
|
|
0
|
1
|
|
my $self=shift; |
|
297
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
298
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|
} |
|
299
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|
300
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|
=head2 id |
|
301
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|
302
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|
|
Title : id |
|
303
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|
|
Usage : my $id=$site->id; |
|
304
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|
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|
|
|
|
Function: Gets/sets the site id |
|
305
|
|
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|
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|
|
Throws : |
|
306
|
|
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|
|
|
Example : |
|
307
|
|
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|
|
Returns : string |
|
308
|
|
|
|
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|
|
Args : string |
|
309
|
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|
310
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|
=cut |
|
311
|
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|
312
|
|
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|
|
|
|
sub id { |
|
313
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
314
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
315
|
|
|
|
|
|
|
} |
|
316
|
|
|
|
|
|
|
|
|
317
|
|
|
|
|
|
|
=head2 regexp |
|
318
|
|
|
|
|
|
|
|
|
319
|
|
|
|
|
|
|
Title : regexp |
|
320
|
|
|
|
|
|
|
Usage : my $regexp=$site->regexp; |
|
321
|
|
|
|
|
|
|
Function: Returns a regular expression which matches the IUPAC convention. |
|
322
|
|
|
|
|
|
|
N will match X, N, - and . |
|
323
|
|
|
|
|
|
|
Throws : |
|
324
|
|
|
|
|
|
|
Example : |
|
325
|
|
|
|
|
|
|
Returns : string |
|
326
|
|
|
|
|
|
|
Args : |
|
327
|
|
|
|
|
|
|
|
|
328
|
|
|
|
|
|
|
=cut |
|
329
|
|
|
|
|
|
|
|
|
330
|
|
|
|
|
|
|
sub regexp { |
|
331
|
0
|
|
|
0
|
1
|
|
my $self=shift; |
|
332
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
333
|
|
|
|
|
|
|
} |
|
334
|
|
|
|
|
|
|
|
|
335
|
|
|
|
|
|
|
=head2 regexp_array |
|
336
|
|
|
|
|
|
|
|
|
337
|
|
|
|
|
|
|
Title : regexp_array |
|
338
|
|
|
|
|
|
|
Usage : my @regexp=$site->regexp; |
|
339
|
|
|
|
|
|
|
Function: Returns a regular expression which matches the IUPAC convention. |
|
340
|
|
|
|
|
|
|
N will match X, N, - and . |
|
341
|
|
|
|
|
|
|
Throws : |
|
342
|
|
|
|
|
|
|
Example : |
|
343
|
|
|
|
|
|
|
Returns : array |
|
344
|
|
|
|
|
|
|
Args : |
|
345
|
|
|
|
|
|
|
To do : I have separated regexp and regexp_array, but |
|
346
|
|
|
|
|
|
|
maybe they can be rewritten as one - just check what |
|
347
|
|
|
|
|
|
|
should be returned |
|
348
|
|
|
|
|
|
|
|
|
349
|
|
|
|
|
|
|
=cut |
|
350
|
|
|
|
|
|
|
|
|
351
|
|
|
|
|
|
|
sub regexp_array { |
|
352
|
0
|
|
|
0
|
1
|
|
my $self=shift; |
|
353
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
354
|
|
|
|
|
|
|
} |
|
355
|
|
|
|
|
|
|
|
|
356
|
|
|
|
|
|
|
=head2 get_array |
|
357
|
|
|
|
|
|
|
|
|
358
|
|
|
|
|
|
|
Title : get_array |
|
359
|
|
|
|
|
|
|
Usage : my @freq_A=$site->get_array('A'); |
|
360
|
|
|
|
|
|
|
Function: Returns an array with frequencies for a specified base |
|
361
|
|
|
|
|
|
|
Throws : |
|
362
|
|
|
|
|
|
|
Example : |
|
363
|
|
|
|
|
|
|
Returns : array |
|
364
|
|
|
|
|
|
|
Args : char |
|
365
|
|
|
|
|
|
|
|
|
366
|
|
|
|
|
|
|
=cut |
|
367
|
|
|
|
|
|
|
|
|
368
|
|
|
|
|
|
|
sub get_array { |
|
369
|
0
|
|
|
0
|
1
|
|
my $self=shift; |
|
370
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
371
|
|
|
|
|
|
|
} |
|
372
|
|
|
|
|
|
|
|
|
373
|
|
|
|
|
|
|
|
|
374
|
|
|
|
|
|
|
=head2 _to_IUPAC |
|
375
|
|
|
|
|
|
|
|
|
376
|
|
|
|
|
|
|
Title : _to_IUPAC |
|
377
|
|
|
|
|
|
|
Usage : |
|
378
|
|
|
|
|
|
|
Function: Converts a single position to IUPAC compliant symbol and |
|
379
|
|
|
|
|
|
|
returns its probability. For rules see the implementation. |
|
380
|
|
|
|
|
|
|
Throws : |
|
381
|
|
|
|
|
|
|
Example : |
|
382
|
|
|
|
|
|
|
Returns : char, real number |
|
383
|
|
|
|
|
|
|
Args : real numbers for A,C,G,T (positional) |
|
384
|
|
|
|
|
|
|
|
|
385
|
|
|
|
|
|
|
=cut |
|
386
|
|
|
|
|
|
|
|
|
387
|
|
|
|
|
|
|
sub _to_IUPAC { |
|
388
|
0
|
|
|
0
|
|
|
my $self = shift; |
|
389
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
390
|
|
|
|
|
|
|
} |
|
391
|
|
|
|
|
|
|
|
|
392
|
|
|
|
|
|
|
=head2 _to_cons |
|
393
|
|
|
|
|
|
|
|
|
394
|
|
|
|
|
|
|
Title : _to_cons |
|
395
|
|
|
|
|
|
|
Usage : |
|
396
|
|
|
|
|
|
|
Function: Converts a single position to simple consensus character and |
|
397
|
|
|
|
|
|
|
returns its probability. For rules see the implementation, |
|
398
|
|
|
|
|
|
|
Throws : |
|
399
|
|
|
|
|
|
|
Example : |
|
400
|
|
|
|
|
|
|
Returns : char, real number |
|
401
|
|
|
|
|
|
|
Args : real numbers for A,C,G,T (positional) |
|
402
|
|
|
|
|
|
|
|
|
403
|
|
|
|
|
|
|
=cut |
|
404
|
|
|
|
|
|
|
|
|
405
|
|
|
|
|
|
|
sub _to_cons { |
|
406
|
0
|
|
|
0
|
|
|
my $self = shift; |
|
407
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
408
|
|
|
|
|
|
|
} |
|
409
|
|
|
|
|
|
|
|
|
410
|
|
|
|
|
|
|
|
|
411
|
|
|
|
|
|
|
=head2 _calculate_consensus |
|
412
|
|
|
|
|
|
|
|
|
413
|
|
|
|
|
|
|
Title : _calculate_consensus |
|
414
|
|
|
|
|
|
|
Usage : |
|
415
|
|
|
|
|
|
|
Function: Internal stuff |
|
416
|
|
|
|
|
|
|
Throws : |
|
417
|
|
|
|
|
|
|
Example : |
|
418
|
|
|
|
|
|
|
Returns : |
|
419
|
|
|
|
|
|
|
Args : |
|
420
|
|
|
|
|
|
|
|
|
421
|
|
|
|
|
|
|
=cut |
|
422
|
|
|
|
|
|
|
|
|
423
|
|
|
|
|
|
|
sub _calculate_consensus { |
|
424
|
0
|
|
|
0
|
|
|
my $self = shift; |
|
425
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
426
|
|
|
|
|
|
|
} |
|
427
|
|
|
|
|
|
|
|
|
428
|
|
|
|
|
|
|
=head2 _compress_array |
|
429
|
|
|
|
|
|
|
|
|
430
|
|
|
|
|
|
|
Title : _compress_array |
|
431
|
|
|
|
|
|
|
Usage : |
|
432
|
|
|
|
|
|
|
Function: Will compress an array of real signed numbers to a string (ie vector of bytes) |
|
433
|
|
|
|
|
|
|
-127 to +127 for bi-directional(signed) and 0..255 for unsigned ; |
|
434
|
|
|
|
|
|
|
Throws : |
|
435
|
|
|
|
|
|
|
Example : Internal stuff |
|
436
|
|
|
|
|
|
|
Returns : String |
|
437
|
|
|
|
|
|
|
Args : array reference, followed by an max value and |
|
438
|
|
|
|
|
|
|
direction (optional, default 1-unsigned),1 unsigned, any other is signed. |
|
439
|
|
|
|
|
|
|
|
|
440
|
|
|
|
|
|
|
=cut |
|
441
|
|
|
|
|
|
|
|
|
442
|
|
|
|
|
|
|
sub _compress_array { |
|
443
|
0
|
|
|
0
|
|
|
my $self = shift; |
|
444
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
445
|
|
|
|
|
|
|
} |
|
446
|
|
|
|
|
|
|
|
|
447
|
|
|
|
|
|
|
=head2 _uncompress_string |
|
448
|
|
|
|
|
|
|
|
|
449
|
|
|
|
|
|
|
Title : _uncompress_string |
|
450
|
|
|
|
|
|
|
Usage : |
|
451
|
|
|
|
|
|
|
Function: Will uncompress a string (vector of bytes) to create an array of real |
|
452
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|
signed numbers (opposite to_compress_array) |
|
453
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Throws : |
|
454
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Example : Internal stuff |
|
455
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Returns : string, followed by an max value and |
|
456
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direction (optional, default 1-unsigned), 1 unsigned, any other is signed. |
|
457
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Args : array |
|
458
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459
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=cut |
|
460
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461
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sub _uncompress_string { |
|
462
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0
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0
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my $self = shift; |
|
463
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0
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$self->throw_not_implemented(); |
|
464
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} |
|
465
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466
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=head2 get_compressed_freq |
|
467
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468
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Title : get_compressed_freq |
|
469
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Usage : |
|
470
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Function: A method to provide a compressed frequency vector. It uses one byte to |
|
471
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code the frequence for one of the probability vectors for one position. |
|
472
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Useful for relational database. Improvement of the previous 0..a coding. |
|
473
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Throws : |
|
474
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Example : my $strA=$self->get_compressed_freq('A'); |
|
475
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Returns : String |
|
476
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Args : char |
|
477
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|
478
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=cut |
|
479
|
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|
480
|
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sub get_compressed_freq { |
|
481
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
482
|
0
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|
$self->throw_not_implemented(); |
|
483
|
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} |
|
484
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|
485
|
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|
=head2 get_compressed_logs |
|
486
|
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|
487
|
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|
Title : get_compressed_logs |
|
488
|
|
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|
|
Usage : |
|
489
|
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|
|
Function: A method to provide a compressed log-odd vector. It uses one byte to |
|
490
|
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|
|
code the log value for one of the log-odds vectors for one position. |
|
491
|
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|
Throws : |
|
492
|
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Example : my $strA=$self->get_compressed_logs('A'); |
|
493
|
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Returns : String |
|
494
|
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|
Args : char |
|
495
|
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|
496
|
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|
=cut |
|
497
|
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|
|
498
|
|
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|
|
|
|
sub get_compressed_logs { |
|
499
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
500
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
501
|
|
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|
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|
} |
|
502
|
|
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|
|
503
|
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|
|
=head2 sequence_match_weight |
|
504
|
|
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|
|
505
|
|
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|
|
|
|
Title : sequence_match_weight |
|
506
|
|
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|
|
|
|
Usage : |
|
507
|
|
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|
|
|
Function: This method will calculate the score of a match, based on the PWM |
|
508
|
|
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|
|
|
|
if such is associated with the matrix object. Returns undef if no |
|
509
|
|
|
|
|
|
|
PWM data is available. |
|
510
|
|
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|
|
|
|
Throws : if the length of the sequence is different from the matrix width |
|
511
|
|
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|
|
Example : my $score=$matrix->sequence_match_weight('ACGGATAG'); |
|
512
|
|
|
|
|
|
|
Returns : Floating point |
|
513
|
|
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|
|
|
|
Args : string |
|
514
|
|
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|
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|
|
515
|
|
|
|
|
|
|
=cut |
|
516
|
|
|
|
|
|
|
|
|
517
|
|
|
|
|
|
|
sub sequence_match_weight { |
|
518
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
519
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
520
|
|
|
|
|
|
|
} |
|
521
|
|
|
|
|
|
|
|
|
522
|
|
|
|
|
|
|
=head2 get_all_vectors |
|
523
|
|
|
|
|
|
|
|
|
524
|
|
|
|
|
|
|
Title : get_all_vectors |
|
525
|
|
|
|
|
|
|
Usage : |
|
526
|
|
|
|
|
|
|
Function: returns all possible sequence vectors to satisfy the PFM under |
|
527
|
|
|
|
|
|
|
a given threshold |
|
528
|
|
|
|
|
|
|
Throws : If threshold outside of 0..1 (no sense to do that) |
|
529
|
|
|
|
|
|
|
Example : my @vectors=$self->get_all_vectors(4); |
|
530
|
|
|
|
|
|
|
Returns : Array of strings |
|
531
|
|
|
|
|
|
|
Args : (optional) floating |
|
532
|
|
|
|
|
|
|
|
|
533
|
|
|
|
|
|
|
=cut |
|
534
|
|
|
|
|
|
|
|
|
535
|
|
|
|
|
|
|
sub get_all_vectors { |
|
536
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
|
537
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
|
538
|
|
|
|
|
|
|
} |
|
539
|
|
|
|
|
|
|
1; |