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=head1 NAME |
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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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# 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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Throws an exception if: You mix as an input array and string (for example A |
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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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of the probability vectors is shorter than the rest. |
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Summary of the methods I use most frequently (details bellow): |
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iupac - return IUPAC compliant consensus as a string |
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score - Returns the score as a real number |
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IC - information content. Returns a real number |
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id - identifier. Returns a string |
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accession - accession number. Returns a string |
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next_pos - return the sequence probably for each letter, IUPAC |
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symbol, IUPAC probability and simple sequence |
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consenus letter for this position. Rewind at the end. Returns a hash. |
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pos - current position get/set. Returns an integer. |
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regexp - construct a regular expression based on IUPAC consensus. |
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For example AGWV will be [Aa][Gg][AaTt][AaCcGg] |
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width - site width |
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get_string - gets the probability vector for a single base as a string. |
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get_array - gets the probability vector for a single base as an array. |
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get_logs_array - gets the log-odds vector for a single base as an array. |
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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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database without creating an entry for each position is the ability to compress the |
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PSM vector into a string with losing usually less than 1% of the data. |
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this can be done with: |
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my $str=$matrix->get_compressed_freq('A'); |
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or |
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my $str=$matrix->get_compressed_logs('A'); |
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Loading from a database should be done with new, but is not yest implemented. |
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However you can still uncompress such string with: |
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my @arr=Bio::Matrix::PSM::_uncompress_string ($str,1,1); for PSM |
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or |
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my @arr=Bio::Matrix::PSM::_uncompress_string ($str,1000,2); for log odds |
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=head1 FEEDBACK |
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=head2 Mailing Lists |
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User feedback is an integral part of the evolution of this and other |
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Bioperl modules. Send your comments and suggestions preferably to one |
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of the Bioperl mailing lists. Your participation is much appreciated. |
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bioperl-l@bioperl.org - General discussion |
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http://bioperl.org/wiki/Mailing_lists - About the mailing lists |
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=head2 Support |
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Please direct usage questions or support issues to the mailing list: |
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I |
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rather than to the module maintainer directly. Many experienced and |
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reponsive experts will be able look at the problem and quickly |
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address it. Please include a thorough description of the problem |
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with code and data examples if at all possible. |
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=head2 Reporting Bugs |
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Report bugs to the Bioperl bug tracking system to help us keep track |
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the bugs and their resolution. Bug reports can be submitted via the |
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web: |
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https://github.com/bioperl/bioperl-live/issues |
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=head1 AUTHOR - Stefan Kirov |
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Email skirov@utk.edu |
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105
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=head1 APPENDIX |
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=cut |
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110
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# Let the code begin... |
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112
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package Bio::Matrix::PSM::SiteMatrixI; |
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114
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# use strict; |
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6
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use base qw(Bio::Root::RootI); |
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117
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=head2 calc_weight |
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119
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Title : calc_weight |
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Usage : $self->calc_weight({A=>0.2562,C=>0.2438,G=>0.2432,T=>0.2568}); |
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Function: Recalculates the PSM (or weights) based on the PFM (the frequency matrix) |
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and user supplied background model. |
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Throws : if no model is supplied |
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Example : |
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Returns : |
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Args : reference to a hash with background frequencies for A,C,G and T |
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128
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=cut |
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130
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sub calc_weight { |
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my $self = shift; |
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$self->throw_not_implemented(); |
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} |
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135
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136
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=head2 next_pos |
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138
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Title : next_pos |
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Usage : my %base=$site->next_pos; |
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Function: |
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142
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Retrieves the next position features: frequencies and weights for |
143
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A,C,G,T, the main letter (as in consensus) and the |
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probabilty for this letter to occur at this position and |
145
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the current position |
146
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147
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Throws : |
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Example : |
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Returns : hash (pA,pC,pG,pT,lA,lC,lG,lT,base,prob,rel) |
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Args : none |
151
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152
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153
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=cut |
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155
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sub next_pos { |
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my $self = shift; |
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$self->throw_not_implemented(); |
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} |
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160
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=head2 curpos |
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162
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Title : curpos |
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Usage : my $pos=$site->curpos; |
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Function: Gets/sets the current position. Converts to 0 if argument is minus and |
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to width if greater than width |
166
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Throws : |
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Example : |
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Returns : integer |
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Args : integer |
170
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171
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=cut |
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173
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sub curpos { |
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my $self = shift; |
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0
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$self->throw_not_implemented(); |
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} |
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178
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=head2 e_val |
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180
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Title : e_val |
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Usage : my $score=$site->e_val; |
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Function: Gets/sets the e-value |
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Throws : |
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Example : |
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Returns : real number |
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Args : real number |
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188
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=cut |
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190
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sub e_val { |
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0
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my $self = shift; |
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0
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$self->throw_not_implemented(); |
193
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} |
194
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195
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=head2 consensus |
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197
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Title : consensus |
198
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Usage : |
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Function: Returns the consensus |
200
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Returns : string |
201
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Args : (optional) threshold value 1 to 10, default 5 |
202
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'5' means the returned characters had a 50% or higher presence at |
203
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their position |
204
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205
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=cut |
206
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207
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sub consensus { |
208
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0
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0
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1
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my $self = shift; |
209
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0
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$self->throw_not_implemented(); |
210
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} |
211
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212
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=head2 accession_number |
213
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214
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Title : accession_number |
215
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Usage : |
216
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Function: accession number, this will be unique id for the SiteMatrix object as |
217
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well for any other object, inheriting from SiteMatrix |
218
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Throws : |
219
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Example : |
220
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Returns : string |
221
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Args : string |
222
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223
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=cut |
224
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225
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sub accession_number { |
226
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0
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0
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1
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my $self = shift; |
227
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0
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$self->throw_not_implemented(); |
228
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} |
229
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230
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231
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=head2 width |
232
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233
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Title : width |
234
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Usage : my $width=$site->width; |
235
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Function: Returns the length of the site |
236
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Throws : |
237
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Example : |
238
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Returns : number |
239
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Args : |
240
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241
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=cut |
242
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243
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sub width { |
244
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0
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my $self = shift; |
245
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0
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$self->throw_not_implemented(); |
246
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} |
247
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248
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=head2 IUPAC |
249
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250
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Title : IUPAC |
251
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Usage : my $iupac_consensus=$site->IUPAC; |
252
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Function: Returns IUPAC compliant consensus |
253
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Throws : |
254
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Example : |
255
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Returns : string |
256
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Args : |
257
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258
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=cut |
259
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260
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sub IUPAC { |
261
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0
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0
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1
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my $self = shift; |
262
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0
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$self->throw_not_implemented(); |
263
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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 |
268
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Usage : my $ic=$site->IC; |
269
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Function: Information content |
270
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Throws : |
271
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Example : |
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 |
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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my $self=shift; |
279
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0
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$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
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0
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0
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1
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|
my $self=shift; |
297
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0
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|
$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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Function: Gets/sets the site id |
305
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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
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0
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0
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1
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|
my $self = shift; |
314
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0
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|
|
$self->throw_not_implemented(); |
315
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|
} |
316
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317
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|
=head2 regexp |
318
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319
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Title : regexp |
320
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Usage : my $regexp=$site->regexp; |
321
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|
|
Function: Returns a regular expression which matches the IUPAC convention. |
322
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|
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|
|
N will match X, N, - and . |
323
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|
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Throws : |
324
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|
Example : |
325
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|
Returns : string |
326
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|
Args : |
327
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328
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|
=cut |
329
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330
|
|
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|
|
sub regexp { |
331
|
0
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|
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0
|
1
|
|
my $self=shift; |
332
|
0
|
|
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|
|
|
$self->throw_not_implemented(); |
333
|
|
|
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|
|
|
} |
334
|
|
|
|
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|
|
335
|
|
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|
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|
|
=head2 regexp_array |
336
|
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|
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|
|
337
|
|
|
|
|
|
|
Title : regexp_array |
338
|
|
|
|
|
|
|
Usage : my @regexp=$site->regexp; |
339
|
|
|
|
|
|
|
Function: Returns a regular expression which matches the IUPAC convention. |
340
|
|
|
|
|
|
|
N will match X, N, - and . |
341
|
|
|
|
|
|
|
Throws : |
342
|
|
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|
|
|
|
Example : |
343
|
|
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|
|
|
|
Returns : array |
344
|
|
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|
|
|
|
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
|
|
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|
|
|
|
|
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
|
|
|
|
|
|
|
signed numbers (opposite to_compress_array) |
453
|
|
|
|
|
|
|
Throws : |
454
|
|
|
|
|
|
|
Example : Internal stuff |
455
|
|
|
|
|
|
|
Returns : string, followed by an max value and |
456
|
|
|
|
|
|
|
direction (optional, default 1-unsigned), 1 unsigned, any other is signed. |
457
|
|
|
|
|
|
|
Args : array |
458
|
|
|
|
|
|
|
|
459
|
|
|
|
|
|
|
=cut |
460
|
|
|
|
|
|
|
|
461
|
|
|
|
|
|
|
sub _uncompress_string { |
462
|
0
|
|
|
0
|
|
|
my $self = shift; |
463
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
464
|
|
|
|
|
|
|
} |
465
|
|
|
|
|
|
|
|
466
|
|
|
|
|
|
|
=head2 get_compressed_freq |
467
|
|
|
|
|
|
|
|
468
|
|
|
|
|
|
|
Title : get_compressed_freq |
469
|
|
|
|
|
|
|
Usage : |
470
|
|
|
|
|
|
|
Function: A method to provide a compressed frequency vector. It uses one byte to |
471
|
|
|
|
|
|
|
code the frequence for one of the probability vectors for one position. |
472
|
|
|
|
|
|
|
Useful for relational database. Improvment of the previous 0..a coding. |
473
|
|
|
|
|
|
|
Throws : |
474
|
|
|
|
|
|
|
Example : my $strA=$self->get_compressed_freq('A'); |
475
|
|
|
|
|
|
|
Returns : String |
476
|
|
|
|
|
|
|
Args : char |
477
|
|
|
|
|
|
|
|
478
|
|
|
|
|
|
|
=cut |
479
|
|
|
|
|
|
|
|
480
|
|
|
|
|
|
|
sub get_compressed_freq { |
481
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
482
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
483
|
|
|
|
|
|
|
} |
484
|
|
|
|
|
|
|
|
485
|
|
|
|
|
|
|
=head2 get_compressed_logs |
486
|
|
|
|
|
|
|
|
487
|
|
|
|
|
|
|
Title : get_compressed_logs |
488
|
|
|
|
|
|
|
Usage : |
489
|
|
|
|
|
|
|
Function: A method to provide a compressed log-odd vector. It uses one byte to |
490
|
|
|
|
|
|
|
code the log value for one of the log-odds vectors for one position. |
491
|
|
|
|
|
|
|
Throws : |
492
|
|
|
|
|
|
|
Example : my $strA=$self->get_compressed_logs('A'); |
493
|
|
|
|
|
|
|
Returns : String |
494
|
|
|
|
|
|
|
Args : char |
495
|
|
|
|
|
|
|
|
496
|
|
|
|
|
|
|
=cut |
497
|
|
|
|
|
|
|
|
498
|
|
|
|
|
|
|
sub get_compressed_logs { |
499
|
0
|
|
|
0
|
1
|
|
my $self = shift; |
500
|
0
|
|
|
|
|
|
$self->throw_not_implemented(); |
501
|
|
|
|
|
|
|
} |
502
|
|
|
|
|
|
|
|
503
|
|
|
|
|
|
|
=head2 sequence_match_weight |
504
|
|
|
|
|
|
|
|
505
|
|
|
|
|
|
|
Title : sequence_match_weight |
506
|
|
|
|
|
|
|
Usage : |
507
|
|
|
|
|
|
|
Function: This method will calculate the score of a match, based on the PWM |
508
|
|
|
|
|
|
|
if such is associated with the matrix object. Returns undef if no |
509
|
|
|
|
|
|
|
PWM data is available. |
510
|
|
|
|
|
|
|
Throws : if the length of the sequence is different from the matrix width |
511
|
|
|
|
|
|
|
Example : my $score=$matrix->sequence_match_weight('ACGGATAG'); |
512
|
|
|
|
|
|
|
Returns : Floating point |
513
|
|
|
|
|
|
|
Args : string |
514
|
|
|
|
|
|
|
|
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; |