Mercurial > repos > romaingred > pirna_pipeline
view bin/align.pm @ 14:8b7000eac6a0 draft
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author | romaingred |
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date | Mon, 16 Oct 2017 03:46:15 -0400 |
parents | 42bc59c7db3a |
children | 39b039d82743 |
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package align; use strict; use warnings; use File::Basename; use String::Random; use FindBin; use lib $FindBin::Bin; use Rcall qw ( histogram ); use Exporter; our @ISA = qw( Exporter ); our @EXPORT = qw( &BWA_call &to_build &get_unique &sam_sorted_bam &get_hash_alignment &sam_to_bam_bg &sam_count &sam_count_mis &rpms_rpkm &get_fastq_seq &extract_sam ); sub to_build { my $toBuildHashP = shift; my $log = shift; while ( my ( $k, $v ) = each %{ $toBuildHashP } ) { build_index ( $k, $log ) if $v == 1; } } sub build_index { my $to_index = shift; my $log = shift; my $index_log = $to_index.'_index.err'; `bwa index $to_index 2> $index_log`; print $log "Creating index for $to_index\n"; } sub get_unique { my ( $sam, $s_uni, $prefix, $details, $report ) = @_; my $fout = $prefix.'all.fastq'; my $funi = $prefix.'unique.fastq'; my $frej = $prefix.'rejected.fastq'; my $repartition = $prefix.'distribution.txt'; my $png_rep = $prefix.'distribution.png'; my ( %duplicates, %genome_hits) ; #alignement to the first reference my @return = sam_parse( $sam, $fout, $funi, $frej, $s_uni, \%duplicates, \%genome_hits, $report ); my $ref_fai = $return[4]; my $mappers = $return[5]; my $mappers_uni = $return[6]; my $size_mappedHashR = $return[7]; if ( $details == 1 ) { #print number of duplicates and hits number my ($pourcentage, $total) =(0,0); $total += $_ foreach values %{$size_mappedHashR}; open (my $rep, '>'.$repartition) || die "cannot create $repartition $!\n"; print $rep "size\tnumber\tpercentage\n"; foreach my $k (sort{$a cmp $b} keys (%{$size_mappedHashR})) { $pourcentage = 0; $pourcentage = $size_mappedHashR->{$k} / $total * 100 unless $total ==0; print $rep "$k\t$size_mappedHashR->{$k}\t"; printf $rep "%.2f\n",$pourcentage; } histogram($size_mappedHashR, $png_rep, $total); my $dup = $prefix.'dup_mapnum.txt'; my $dup_u = $prefix .'dup_unique.txt'; my $dup_r = $prefix .'dup_nonmapp.txt'; open(my $tab,">".$dup) || die "cannot open output txt file\n"; open(my $tab_r,">".$dup_r) || die "cannot open output txt file\n"; open(my $tab_u,">".$dup_u) || die "cannot open output txt file\n"; print $tab "sequence\tcount\tmapnum\n"; print $tab_u "sequence\tcount\n"; print $tab_r "sequence\tcount\n"; foreach my $k (sort {$duplicates{$b} <=> $duplicates{$a}}keys %duplicates) { $duplicates{$k} = 0 unless exists($duplicates{$k}); $genome_hits{$k} = 0 unless exists($genome_hits{$k}); if ($genome_hits{$k} != 0) { print $tab $k."\t".$duplicates{$k}."\t".$genome_hits{$k}."\n"; } else {print $tab_r $k."\t".$duplicates{$k}."\n";} if ($genome_hits{$k} == 1) { print $tab_u $k."\t".$duplicates{$k}."\n"; } } close $dup; close $dup_r; close $dup_u; } return ( $ref_fai, $mappers, $mappers_uni ); } sub sam_parse { my ( $sam, $fastq_accepted, $fastq_accepted_unique, $fastq_rejected, $sam_unique, $duplicate_hashR, $best_hit_number_hashR, $report ) = @_ ; my ($reads, $mappers, $mappersUnique, @garbage, %size_num, %size_num_spe, %number, %numberSens, %numberReverse, %unique_number, %numberNM, %numberM, %size); $mappers = $mappersUnique = $reads = 0; open my $fic, '<', $sam || die "cannot open $sam $!\n"; open my $accepted, '>', $fastq_accepted || die "cannot create $fastq_accepted $! \n"; open my $unique, '>', $fastq_accepted_unique || die "cannot create $fastq_accepted_unique $! \n"; open my $rejected, '>', $fastq_rejected || die "cannot create $fastq_rejected $! \n"; open my $sam_uni, '>', $sam_unique || die "cannot create $sam_unique $! \n"; my $sequence = ''; while(<$fic>) { chomp $_; if ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) { if ($_ =~ /\@SQ\tSN:(.*)\tLN:(\d*)/) { $size{$1} = $2; $unique_number{$1} = 0; $number{$1} = 0; $numberNM{$1} = 0; $numberM{$1} = 0; } print $sam_uni $_."\n"; next; } $reads++; my @line = split (/\t/,$_); $sequence = $line[9]; if ($line[1] & 16) { $sequence =reverse($sequence); $sequence =~ tr/atgcuATGCU/tacgaTACGA/; } if ($line[1] == 16 || $line[1] == 0) { my $len = length($sequence); $size_num{$len} ++; $size_num_spe{$line[2]}{$len}++; $mappers ++; ${$best_hit_number_hashR}{$sequence} = $1 if ($line[13] =~ /X0:i:(\d*)/ || $line[14] =~/X0:i:(\d*)/ ); ${$duplicate_hashR}{$sequence}++; $number{$line[2]}++; $numberSens{$line[2]}++ if $line[1] == 0 ; $numberReverse{$line[2]}++ if $line[1] == 16 ; print $accepted "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n"; if ($line[11] eq "XT:A:U") { $unique_number{$line[2]}++; $mappersUnique++; print $unique "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n"; print $sam_uni $_."\n"; } if ($_ =~ /.*XM:i:(\d+).*/) { if ($1 == 0){$numberNM{$line[2]}++;}else{$numberM{$line[2]}++;} } } else { ${$best_hit_number_hashR}{$sequence} = 0; ${$duplicate_hashR}{$sequence}++; print $rejected "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n"; } } close $fic; close $accepted; close $unique; close $rejected; close $sam_uni; print $report "Parsing $sam file\n"; print $report "\treads: $reads\n"; print $report "\tmappers: $mappers\n"; print $report "\tunique mappers: $mappersUnique\n"; print $report "-----------------------------\n"; return (\%number, \%unique_number, \%numberSens, \%numberReverse, \%size, $mappers, $mappersUnique, \%size_num, \%size_num_spe, \%numberNM, \%numberM ); } sub get_hash_alignment { my ($index, $mismatches, $accept, $reject, $outA, $outR, $fastq, $number_of_cpus, $name, $sam, $report, $fai_f) = @_ ; my ($reads, $mappers, $unmapped) = (0,0,0); my $accep_unique; BWA_call ( $index, $fastq, $sam, $mismatches, $number_of_cpus, $report ); open my $fic, '<', $sam || die "cannot open $sam $!\n"; open my $accepted, '>', $outA || die "cannot open $outA\n" if $accept == 1; open my $rejected, '>', $outR || die "cannot open $outR\n" if $reject == 1; open my $fai, '>', $fai_f || die "cannot open $fai_f\n" if $fai_f; #if ($name eq "snRNAs") { # open ( $accep_unique, ">".$1."-unique.fastq") if $outR =~ /(.*)\.fastq/; #} my $sequence = ''; while(<$fic>) { chomp $_; if( $_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) { if ($fai_f && $_ =~ /\@SQ\tSN:(.*)\tLN:(\d*)/) { print $fai $1."\t".$2."\n"; } next; } $reads++; my @line = split (/\t/,$_); $sequence = $line[9]; if ($line[1] & 16) { $sequence =reverse($sequence); $sequence =~ tr/atgcuATGCU/tacgaTACGA/; } if ($line[1] & 16 || $line[1] == 0) { $mappers ++; if ($accept == 1 ) { print $accepted "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n"; # print $accep_unique "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n" if ($name eq "snRNAs" && $line[11] eq "XT:A:U"); } } else { print $rejected "\@".$line[0]."\n".$sequence."\n+\n".$line[10]."\n" if $reject == 1; $unmapped++; } } # close $accep_unique if ($name eq "bonafide_reads"); close $fic; close $accepted if $accept == 1; close $rejected if $reject ==1; close $fai if $fai_f; print $report "\treads: $reads\n"; print $report "\tmappers: $mappers\n"; print $report "\tunmapped: $unmapped\n"; print $report "-----------------------------\n"; return ($mappers, $unmapped); } sub sam_count { my $sam = shift; my ( %number, %size ); open my $fic, '<', $sam || die "cannot open $sam file $!\n"; while(<$fic>) { chomp $_; if ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) { if ($_ =~ /\@SQ\tSN:(.*)\tLN:(\d*)/) { $size{$1} = $2; $number{$1} = 0; } } else { my @line = split (/\t/,$_); if ( $line[1] & 16 || $line[1] == 0 ) { $number{$line[2]}++; } } } close $fic; return ( \%number, \%size ); } sub sam_count_mis { my $sam = shift; my ( %number, %numberNM, %numberM, %size); open my $fic, '<', $sam || die "cannot open $sam file $!\n"; while(<$fic>) { chomp $_; if ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) { if ($_ =~ /\@SQ\tSN:(.*)\tLN:(\d*)/) { $size{$1} = $2; $number{$1} = 0; $numberNM{$1} = 0; $numberM{$1} = 0; } } else { my @line = split (/\t/,$_); if ( $line[1] & 16 || $line[1] == 0 ) { $number{ $line[2] }++; if ($_ =~ /.*XM:i:(\d+).*/) { if ( $1 == 0 ){ $numberNM{$line[2]}++; } else { $numberM{$line[2]}++; } } } } } return (\%number, \%size, \%numberNM, \%numberM ); } sub sam_to_bam_bg { my ( $sam, $scale, $number_of_cpus ) = @_; my ( $bam_sorted, $bedgraphM, $bedgraphP ) = ( '', '', '' ); if ( $sam =~ /(.*?).sam$/ ) { $bam_sorted = $1.'_sorted.bam'; $bedgraphP= $1.'_plus.bedgraph'; $bedgraphM = $1.'_minus.bedgraph'; } `samtools view -Shb --threads $number_of_cpus $sam | samtools sort -O BAM --threads $number_of_cpus /dev/stdin > $bam_sorted`; `bedtools genomecov -scale $scale -strand + -bga -ibam $bam_sorted > $bedgraphP`; `bedtools genomecov -scale $scale -strand - -bga -ibam $bam_sorted > $bedgraphM`; } sub sam_sorted_bam { my ( $sam, $number_of_cpus ) = @_; my $bam_sorted =''; if ( $sam =~ /(.*?).sam$/ ) { $bam_sorted = $1.'_sorted.bam'; } `samtools view -Shb --threads $number_of_cpus $sam | samtools sort -O BAM --threads $number_of_cpus /dev/stdin > $bam_sorted`; } sub BWA_call { my ( $index, $fastq, $sam, $mismatches, $number_of_cpus, $report ) = @_; my ( $aln_err, $samse_err, $seq_num ) = ( $sam.'_aln.err', $sam.'_samse.err', 0 ); print $report "-----------------------------\n"; print $report "bwa aln -t $number_of_cpus -n $mismatches $index $fastq 2> $aln_err | bwa samse $index /dev/stdin $fastq 2> $samse_err > $sam\n"; `bwa aln -t $number_of_cpus -n $mismatches $index $fastq 2> $aln_err | bwa samse $index /dev/stdin $fastq 2> $samse_err > $sam `; } sub rpms_rpkm { my ( $counthashR, $sizehashR, $mapped, $out_file, $piRNA_number, $miRNA_number, $bonafide_number ) =@_; open(my $out, ">".$out_file) || die "cannot open normalized file $! \n"; print $out "ID\treads counts\tRPKM"; print $out "\tper million of piRNAs" if ($piRNA_number != 0); print $out "\tper million of miRNAs" if ($miRNA_number != 0); print $out "\tper million of bonafide reads" if ($bonafide_number != 0); print $out "\n"; foreach my $k ( sort keys %{$counthashR} ) { my ($rpkm, $pirna, $mirna, $bonafide) = (0,0,0,0); $rpkm = ( $counthashR->{$k} * 1000000000) / ( $sizehashR->{$k} * $mapped) if ( $sizehashR->{$k} * $mapped) != 0 ; print $out $k."\t".$counthashR->{$k}."\t"; printf $out "%.2f",$rpkm; if ($piRNA_number != 0 ) { $pirna = ( $counthashR->{$k} * 1000000) / $piRNA_number; printf $out "\t%.2f",$pirna; } if ($miRNA_number != 0 ) { $mirna = ( $counthashR->{$k} * 1000000) / $miRNA_number; printf $out "\t%.2f",$mirna; } if ($bonafide_number != 0 ) { $bonafide = ( $counthashR->{$k} * 1000000) / $bonafide_number; printf $out "\t%.2f",$bonafide; } print $out "\n"; } close $out; } sub extract_sam { my ( $hashRef, $sam_in, $sam_out, $sam_uni_out, $fastq_out, $fastq_uni_out ) = @_; open my $s_in, '<', $sam_in || die "cannot open $sam_in file $!\n"; open my $f_out, '>', $fastq_out || die "cannot create $fastq_out $!\n"; open my $f_uni_out, '>', $fastq_uni_out || die "cannot create $fastq_uni_out $!\n"; open my $s_out, '>', $sam_out || die "cannot create $sam_out file $!\n" if defined ($hashRef); open my $s_uni_out, '>', $sam_uni_out || die "cannot create $sam_uni_out file $!\n"; my $sequence = ''; while(<$s_in>) { if ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ ) { print $s_out $_ if defined ($hashRef); print $s_uni_out $_; next; } my @line = split (/\t/,$_); $sequence = $line[0]; if ( (! defined ($hashRef) )|| ( exists $hashRef->{$sequence} && $hashRef->{$sequence} == 1 ) ) { my $arn = $line[9]; if ($line[1] & 16) { $arn =reverse($arn); $arn =~ tr/atgcuATGCU/tacgaTACGA/; } #&& $line[11] eq "XT:A:U" ) if ( ( $line[1] == 16 || $line[1] == 0 ) ) { print $f_out "\@".$line[0]."\n".$arn."\n+\n".$line[10]."\n" ; print $s_out $_ if defined ($hashRef); if ( $line[11] eq "XT:A:U" ) { print $f_uni_out "\@".$line[0]."\n".$arn."\n+\n".$line[10]."\n" ; print $s_uni_out $_ ; } } } } close $s_in; close $s_out if defined ($hashRef); close $s_uni_out; close $f_out; close $f_uni_out; } sub get_fastq_seq{ my $fastq = shift; my %hash; my $cmp = 0; open my $fic, '<', $fastq || die "cannot open input file $! \n"; while(<$fic>) { chomp $_; $cmp++; if ($cmp % 4 == 1) { die "file do not contain a @ at line $cmp\n" unless ($_ =~ /^\@/ ); if ($_ =~ /^\@(.*)\s.*/) { $hash{$1} = 1;} elsif ($_ =~ /^\@(.*)/) { $hash{$1} = 1;} } elsif ($cmp % 4 == 3 ) { die "file do not contain a + at line $cmp\n" unless $_ =~ /^\+/; } } close $fic; return \%hash; } 1;