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#!/usr/bin/env perl
=pod
=head1 NAME
parse-category - parse categorial data into a Circos plot
=head1 SYNOPSIS
cat data.txt | parse-category
parse-category -input data.txt
=head1 DESCRIPTION
This script formats data into a plot that encodes the relationship
between two categorical variables, such as salary and level of
training.
Each category within the variable is assigned to a segment on the
circle.
Ribbons represent the number of data points (e.g. indidividuals) for
which a given variable pair has been observed. Ribbon format can be
coded by the value of a specific column. Radial position of the ribbon
can be coded by the value of a specific column.
=head1 CONFIGURATION
All inputs are controlled through the configuration file.
=head1 HISTORY
=over
=item * 21 Apr 2014 v0.11
Updated documentation.
=item * 16 Feb 2009 v0.1
Expanded and versiond.
=back
=head1 BUGS
=head1 AUTHOR
Martin Krzywinski
=head1 CONTACT
Martin Krzywinski
Genome Sciences Centre
Vancouver BC Canada
www.bcgsc.ca
martink@bcgsc.ca
=cut
use strict;
use Config::General;
use Data::Dumper;
use File::Basename;
use FindBin;
use Getopt::Long;
use IO::File;
use List::Util;
use List::MoreUtils qw(uniq);
use Math::VecStat qw(sum min max average);
use Pod::Usage;
use Set::IntSpan;
use Statistics::Descriptive;
use Storable;
use Time::HiRes qw(gettimeofday tv_interval);
use lib "$FindBin::RealBin";
use lib "$FindBin::RealBin/../lib";
use lib "$FindBin::RealBin/lib";
use vars qw(%OPT %CONF);
################################################################
#
# *** YOUR MODULE IMPORTS HERE
#
################################################################
GetOptions(\%OPT,
"input=s",
"configfile=s",
"help",
"man",
"debug+");
pod2usage() if $OPT{help};
pod2usage(-verbose=>2) if $OPT{man};
loadconfiguration($OPT{configfile});
populateconfiguration(); # copy command line options to config hash
validateconfiguration();
if($CONF{debug} > 1) {
$Data::Dumper::Pad = "debug parameters";
$Data::Dumper::Indent = 1;
$Data::Dumper::Quotekeys = 0;
$Data::Dumper::Terse = 1;
print Dumper(\%CONF);
}
my $inputhandle = get_handle();
my @links;
while(<>) {
chomp;
next if /^\s*\#/;
my @tok = split(/\t/,$_);
my $link_start = $tok[$CONF{link_start}{col}];
my $link_end = $tok[$CONF{link_end}{col}];
next unless $link_start =~ /$CONF{link_start}{rx}/;
next unless $link_end =~ /$CONF{link_end}{rx}/;
next unless pass_min_max($link_start,$CONF{link_start}{min},$CONF{link_start}{max});
next unless pass_min_max($link_end,$CONF{link_end}{min},$CONF{link_end}{max});
my $link_format = {%{$CONF{link_default}}};
my $coding_code;
for my $coding_name (sort {$CONF{link_coding}{$a}{order} <=> $CONF{link_coding}{$b}{order}} keys %{$CONF{link_coding}}) {
my $coding_branch = $CONF{link_coding}{$coding_name};
next unless $coding_branch->{use};
if(! defined $tok[$coding_branch->{col}]) {
if($coding_branch->{values}{missing}) {
for my $var_datum (split(",",$coding_branch->{values}{missing})) {
my ($var,$value) = split("=",$var_datum);
$link_format->{$var} = $value;
}
}
} else {
for my $value (keys %{$coding_branch->{values}}) {
if($tok[$coding_branch->{col}] eq $value) {
my $var_data = $coding_branch->{values}{$value};
$coding_code .= $value;
for my $var_datum (split(",",$var_data)) {
my ($var,$value) = split("=",$var_datum);
$link_format->{$var} = $value;
}
}
}
}
}
my $link = {id1=>$CONF{link_start}{id},
pos1=>$link_start,
id2=>$CONF{link_end}{id},
pos2=>$link_end,
code=>$coding_code,
format=>$link_format};
# assign a radius to the ends of the link, if requested
for my $type (qw(start end)) {
if($CONF{"link_".$type}{radius}{use}) {
my $value = $tok[ $CONF{"link_".$type}{radius}{col}];
if($CONF{"link_".$type}{radius}{remap}) {
my $remap_value = $CONF{"link_".$type}{radius}{remap};
$remap_value =~ s/x/$value/g;
$value = eval $remap_value;
}
my $leaf = $CONF{"link_".$type}{radius};
my $r = $leaf->{rmin} + ($leaf->{rmax}-$leaf->{rmin})*($value-$leaf->{min})/($leaf->{max}-$leaf->{min});
$link->{ $type eq "start" ? "radius1" : "radius2" } = $r;
}
}
# idX - name of the category for the start/end of the link
# poSX - value of the variable in the category (this determines which segment the link is on)
push @links, $link;
}
# calculate statistics for links associated with each category/value on both ideograms
# - number of links out/to a given category/value (for each different format)
# - number of links between a given combination of category/values (for each different format)
my $stats;
for my $link (@links) {
my $format = make_format_string( $link->{format} );
$stats->{ from }{ $link->{id1} }{ $link->{pos1} }{ n }{ $format }++;
$stats->{ to }{ $link->{id2} }{ $link->{pos2} }{ n }{ $format }++;
$stats->{ from }{ $link->{id1} }{ $link->{pos1} }{ to }{ $link->{id2} }{ $link->{pos2} }{ $format }++;
}
# Each link will contribute to a ribbon. Here, assign links to ribbons, creating ribbons
# where necessary. A new ribbon is created for a new combination of
# - category/value
# - radial position
# - format (color, thickness, etc)
my @ribbons = ();
for my $link (@links) {
my $ribbon;
if(@ribbons) {
($ribbon) = grep(
$_->{start}{id} eq $link->{id1} &&
$_->{start}{pos} eq $link->{pos1} &&
$_->{start}{radius} eq $link->{radius1} &&
$_->{end}{id} eq $link->{id2} &&
$_->{end}{pos} eq $link->{pos2} &&
$_->{end}{radius} eq $link->{radius2} &&
make_format_string($_->{format}) eq make_format_string($link->{format}), @ribbons);
}
if(! $ribbon) {
$ribbon = { start=>{id=>$link->{id1},pos=>$link->{pos1},radius=>$link->{radius1}},
end=>{id=>$link->{id2},pos=>$link->{pos2},radius=>$link->{radius2}},
format=>$link->{format},
size=>1,
code=>$link->{code} };
push @ribbons, $ribbon;
} else {
$ribbon->{size}++;
}
}
# Determine the position of the ribbons within each category/value segment. This is done based
# on the values in the <link_order> block.
for my $type ($CONF{link_order}{start} eq "otherend" ? qw(end start) : qw(start end)) {
for my $id (uniq( map {$_->{$type}{id}} @ribbons)) {
for my $pos (uniq( map {$_->{$type}{pos}} grep($_->{$type}{id} eq $id, @ribbons))) {
my @r = grep($_->{$type}{id} eq $id && $_->{$type}{pos} eq $pos, @ribbons);
if($CONF{link_order}{$type} eq "size") {
@r = sort { $b->{size} <=> $a->{size} } @r;
} elsif ($CONF{link_order}{$type} eq "coding") {
@r = sort { ($a->{code} cmp $b->{code}) || ($b->{size} <=> $a->{size}) } @r;
} elsif ($CONF{link_order}{$type} eq "radius") {
@r = sort { $a->{$type}{radius} <=> $b->{$type}{radius} } @r;
} elsif ($CONF{link_order}{$type} eq "otherend") {
my $otype = $type eq "start" ? "end" : "start";
@r = sort { ($a->{$otype}{pos} <=> $b->{$otype}{pos}) || ($a->{$otype}{u} <=> $b->{$otype}{v}) } @r;
}
# determine the start/end positions (u/v) of the ribbon on the category/value segment
my $cumul_pos = 0;
for my $r (@r) {
#printinfo($type,$id,$pos,$r->{start}{radius});
$r->{$type}{u} = $cumul_pos;
$r->{$type}{v} = $cumul_pos + $r->{size};
$cumul_pos += $r->{size};
}
}
}
}
my $linkid=0;
for my $ribbon (@ribbons) {
my @format;
push @format, sprintf("%s",make_format_string($ribbon->{format}));
push @format, sprintf("radius1=%.3fr",$ribbon->{start}{radius}) if defined $ribbon->{start}{radius};
push @format, sprintf("radius2=%.3fr",$ribbon->{end}{radius}) if defined $ribbon->{end}{radius};
push @format, sprintf("z=%d",$ribbon->{size});
printinfo(sprintf("link%d %s-%d %d %d %s",
$linkid,
@{$ribbon->{start}}{qw(id pos u v)},
join(",",@format)));
printinfo(sprintf("link%d %s-%d %d %d %s",
$linkid,
@{$ribbon->{end}}{qw(id pos u v)},
join(",",@format)));
$linkid++;
}
for my $end (qw(start end)) {
my $dir = $end eq "start" ? "from" : "to";
for my $id (sort keys %{$stats->{$dir}}) {
for my $pos (sort {$end eq "start" ? $a <=> $b : $b <=> $a} keys %{$stats->{$dir}{$id}}) {
my $size = sum( values %{$stats->{$dir}{$id}{$pos}{n}} );
my $idname = sprintf("%s-%s",$id,$pos);
my $idlabel = sprintf("%s-%s",$id,$pos);
my $idcolor = sprintf("%s_a%d",$CONF{"link_".$end}{color}, ($pos%10)||1 );
print STDERR sprintf("chr - %s %s 0 %d %s\n",
$idname,$idlabel,
$size,
$idcolor);
}
}
}
sub pass_min_max {
my ($value,$min,$max) = @_;
my $pass = 1;
$pass = 0 if defined $min && $value < $min;
$pass = 0 if defined $max && $value > $max;
return $pass;
}
sub make_format_string {
my $format = shift;
my @vars;
for my $var (sort keys %$format) {
push @vars, sprintf("%s=%s",$var,$format->{$var});
}
return join(",",@vars);
}
sub get_handle {
if(my $file = $CONF{input}) {
die "No such file $file" unless -e $file;
open(FILE,$file);
$inputhandle = \*FILE;
} else {
$inputhandle = \*STDIN;
}
}
sub validateconfiguration {
}
################################################################
#
# *** DO NOT EDIT BELOW THIS LINE ***
#
################################################################
sub populateconfiguration {
foreach my $key (keys %OPT) {
$CONF{$key} = $OPT{$key};
}
repopulateconfiguration(\%CONF);
}
sub repopulateconfiguration {
my $root = shift;
for my $key (keys %$root) {
my $value = $root->{$key};
if(ref($value) eq "HASH") {
repopulateconfiguration($value);
} elsif (ref($value) eq "ARRAY") {
for my $item (@$value) {
repopulateconfiguration($item);
}
} else {
while($value =~ /__([^_].+?)__/g) {
my $source = "__" . $1 . "__";
my $target = eval $1;
$value =~ s/\Q$source\E/$target/g;
}
$root->{$key} = $value;
}
}
}
sub loadconfiguration {
my $file = shift;
my ($scriptname) = fileparse($0);
if(-e $file && -r _) {
# great the file exists
} elsif (-e "/home/$ENV{LOGNAME}/.$scriptname.conf" && -r _) {
$file = "/home/$ENV{LOGNAME}/.$scriptname.conf";
} elsif (-e "$FindBin::RealBin/$scriptname.conf" && -r _) {
$file = "$FindBin::RealBin/$scriptname.conf";
} elsif (-e "$FindBin::RealBin/etc/$scriptname.conf" && -r _) {
$file = "$FindBin::RealBin/etc/$scriptname.conf";
} elsif (-e "$FindBin::RealBin/../etc/$scriptname.conf" && -r _) {
$file = "$FindBin::RealBin/../etc/$scriptname.conf";
} else {
return undef;
}
$OPT{configfile} = $file;
my $conf = new Config::General(-ConfigFile=>$file,
-IncludeAgain=>1,
-AllowMultiOptions=>"yes",
-LowerCaseNames=>0,
-AutoTrue=>1);
%CONF = $conf->getall;
}
sub printdebug {
printinfo("debug",@_) if $CONF{debug};
}
sub printdumper {
printinfo(Dumper(@_));
}
sub printinfo {
printf("%s\n",join(" ",@_));
}
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