Mercurial > repos > dereeper > sniplay3
diff admixture/Admixture.pl @ 21:50bd37c444ac draft
Uploaded
author | dereeper |
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date | Mon, 23 Mar 2015 05:35:48 -0400 |
parents | fb274c4ae95a |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/admixture/Admixture.pl Mon Mar 23 05:35:48 2015 -0400 @@ -0,0 +1,159 @@ +#!/usr/bin/perl + +use strict; +use Switch; +use Getopt::Long; +use Bio::SeqIO; + +my $usage = qq~Usage:$0 <args> [<opts>] +where <args> are: + -i, --input <input HAPMAP> + -o, --output <output> + -k, --kmin <K min. int> + -m, --maxK <K max. int> + -d, --directory <temporary directory> + -p, --path <path to executables> +~; +$usage .= "\n"; + +my ($input,$output,$kmin,$kmax,$directory,$path); + + +GetOptions( + "input=s" => \$input, + "output=s" => \$output, + "kmin=s" => \$kmin, + "maxK=s" => \$kmax, + "directory=s" => \$directory, + "path=s" => \$path +); + + +die $usage + if ( !$input || !$output || !$kmin || !$kmax || !$directory || !$path); + +if ($kmin =~/^(\d+)\s*$/){ + $kmin = $1; +} +else{ + die "Error: kmin must be an integer\n"; +} +if ($kmax =~/^(\d+)\s*$/){ + $kmax = $1; +} +else{ + die "Error: kmax must be an integer\n"; +} + + +###################### +# create map file +###################### +open(my $M,">$directory/input.map"); +open(my $H,$input); +<$H>; +while(<$H>) +{ + my @infos = split(/\t/,$_); + print $M $infos[2] . "\t" . $infos[0] . "\t" . "0" . "\t" . $infos[3] . "\n"; +} +close($H); +close($M); + +###################### +# create ped file +###################### +system("$path/transpose.awk $input >$directory/input.ped.2"); + +open(my $P,">$directory/input.ped"); +open(my $P2,"$directory/input.ped.2"); +my $n = 0; +my $ind_num = 0; +my @individus; +while(<$P2>) +{ + $n++; + if ($n > 11) + { + my $line = $_; + $line =~s/N/0/g; + if (/^([^\s]+)\s+(.*)$/) + { + $ind_num++; + my $ind = $1; + push(@individus,$ind); + my $genoyping_line = $2; + print $P "$ind $ind_num 0 0 1 2"; + my @genotypes = split(/\s/,$genoyping_line); + foreach my $genotype(@genotypes) + { + $genotype =~s/N/0/g; + my @alleles = split("",$genotype); + print $P " " . join(" ",@alleles); + } + + print $P "\n"; + } + } +} +close($P2); +close($P); + +unlink("$directory/input.ped.2"); + +system("plink --file $directory/input --out $directory/out --make-bed --noweb >>$directory/plink.log 2>&1"); + + +################################### +# launch admixture for different K +################################### +my %errors; +for (my $k = $kmin; $k <= $kmax; $k++) +{ + system("admixture --cv $directory/out.bed $k >>$directory/log.$k 2>&1"); + my $cv_error_line = `grep -h CV $directory/log.$k`; + if ($cv_error_line =~/: (\d+\.*\d*)$/) + { + $errors{$1} = $k; + } + system("cat $directory/log.$k >>$directory/logs"); + system("echo '\n\n====================================\n\n' >>$directory/logs"); + system("cat out.$k.Q >>$directory/outputs.Q"); + system("echo '\n\n====================================\n\n' >>$directory/outputs.Q"); + system("cat out.$k.P >>$directory/outputs.P"); + system("echo '\n\n====================================\n\n' >>$directory/outputs.P"); +} + +my @sorted_errors = sort {$a<=>$b} keys(%errors); +my $best_K = $errors{@sorted_errors[0]}; + + +#system("cp -rf out.$best_K.Q $directory/output"); + +open(BEST1,"out.$best_K.Q"); +open(BEST2,">$directory/output"); +print BEST2 "<Covariate>\n"; +print BEST2 "<Trait>"; +for (my $j=1;$j<=$best_K;$j++) +{ + print BEST2 " Q" . $j; +} +print BEST2 "\n"; +my $i = 0; +while(<BEST1>) +{ + my $line = $_; + $line =~s/ /\t/g; + my $ind = $individus[$i]; + print BEST2 "$ind "; + print BEST2 $line; + $i++; +} +close(BEST1); +close(BEST2); + +system("cp -rf $directory/log.$best_K $directory/log"); + + + +