annotate bin/ppp.pm @ 0:198009598544 draft

Uploaded
author romaingred
date Wed, 11 Oct 2017 09:57:58 -0400
parents
children 8031792a6e2c
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0
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romaingred
parents:
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1 package ppp;
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romaingred
parents:
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2
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romaingred
parents:
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3 use strict;
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romaingred
parents:
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4 use warnings;
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romaingred
parents:
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5 use FindBin;
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romaingred
parents:
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6 use lib $FindBin::Bin;
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romaingred
parents:
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7 use Rcall qw ( histogram );
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romaingred
parents:
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8 use Math::CDF;
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romaingred
parents:
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9
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romaingred
parents:
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10 use Exporter;
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romaingred
parents:
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11 our @ISA = qw( Exporter );
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romaingred
parents:
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12 our @EXPORT_OK = qw( &ping_pong_partners );
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romaingred
parents:
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13
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romaingred
parents:
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14 sub ping_pong_partners
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romaingred
parents:
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15 {
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romaingred
parents:
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16 my ( $TE_fai, $sam, $dir, $max ) = @_;
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romaingred
parents:
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17 my ( $hashRef, $dupRef ) = count_mapped ( $TE_fai, $sam );
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romaingred
parents:
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18 my ( %num_per_overlap_size, $overlap_number, $reverseR, $begRev, $endRev, $sensR, $begSens, $endSens, $snum, $rnum, $overlap );
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romaingred
parents:
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19 my ( $SP, $AP, $SN, $AN, $txt);
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romaingred
parents:
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20 my $flag = 0;
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romaingred
parents:
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21 my @distri_overlap = (); my @overlaps_names = ();
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romaingred
parents:
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22
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romaingred
parents:
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23 open my $ppp_f, '>', $dir."ppp.txt" || die "cannot create ppp.txt $!\n";
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romaingred
parents:
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24 foreach my $k ( sort keys %{$hashRef} )
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romaingred
parents:
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25 {
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romaingred
parents:
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26 my $v = $hashRef->{$k};
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romaingred
parents:
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27 my $TE_dir = $dir.$k.'/';
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romaingred
parents:
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28
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romaingred
parents:
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29 %num_per_overlap_size = (); $overlap_number = 0;
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romaingred
parents:
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30 $flag = 0;
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romaingred
parents:
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31 for ( my $i = 0; $i <= $#{$v->[1]} ; $i++ )
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romaingred
parents:
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32 {
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romaingred
parents:
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33 $reverseR = ${$v->[1]}[$i] ;
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romaingred
parents:
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34 $begRev = $reverseR->[0];
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romaingred
parents:
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35 $endRev = $begRev + length($reverseR->[1]) - 1;
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romaingred
parents:
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36
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romaingred
parents:
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37 my $revR = reverse($reverseR->[1]);
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romaingred
parents:
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38 $revR =~ tr/atgcuATGCU/tacgaTACGA/;
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romaingred
parents:
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39
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romaingred
parents:
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40 for ( my $j = 0; $j <= $#{$v->[0]}; $j++ )
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romaingred
parents:
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41 {
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romaingred
parents:
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42 $sensR = ${$v->[0]}[$j];
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romaingred
parents:
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43 $begSens = $sensR->[0];
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romaingred
parents:
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44
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romaingred
parents:
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45 $endSens = $begSens + length($sensR->[1]) - 1;
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romaingred
parents:
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46
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romaingred
parents:
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47 if ( $begSens <= $endRev && $endSens > $endRev )
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romaingred
parents:
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48 {
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romaingred
parents:
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49 $flag = 1;
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romaingred
parents:
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50
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romaingred
parents:
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51 mkdir $TE_dir;
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romaingred
parents:
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52 open $SP, '>>', $TE_dir."sensPPP.txt" || die "cannot create sensPPP\n";
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romaingred
parents:
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53 open $AP, '>>', $TE_dir."antisensPPP.txt" || die "cannot create antisensPPP\n";
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romaingred
parents:
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54 open $SN, '>>', $TE_dir."sens.txt" || die "cannot create sens\n";
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romaingred
parents:
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55 open $AN, '>>', $TE_dir."antisens.txt" || die "cannot create antisens\n";
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romaingred
parents:
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56 open $txt, '>', $TE_dir.'overlap_size.txt' || die "cannot open repartition\n";
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romaingred
parents:
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57
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romaingred
parents:
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58 $overlap = $endRev - $begSens + 1;
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romaingred
parents:
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59 $snum = $dupRef->{$sensR->[0].$sensR->[1].$sensR->[2].$sensR->[3]};
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romaingred
parents:
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60 $rnum = $dupRef->{$reverseR->[0].$reverseR->[1].$reverseR->[2].$reverseR->[3]};
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romaingred
parents:
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61
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romaingred
parents:
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62 if ( $overlap == 10 )
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romaingred
parents:
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63 {
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romaingred
parents:
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64 print $SP ">$sensR->[0]|$sensR->[2]|$sensR->[3]|$snum\n$sensR->[1]\n";
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romaingred
parents:
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65 print $AP ">$reverseR->[0]|$reverseR->[2]|$reverseR->[3]|$rnum\n$revR\n";
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romaingred
parents:
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66 }
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romaingred
parents:
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67 else
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romaingred
parents:
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68 {
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romaingred
parents:
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69 print $SN ">$sensR->[0]|$sensR->[2]|$sensR->[3]|$snum\n$sensR->[1]\n";
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romaingred
parents:
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70 print $AN ">$reverseR->[0]|$reverseR->[2]|$reverseR->[3]|$rnum\n$revR\n";
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romaingred
parents:
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71 }
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romaingred
parents:
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72 next if $overlap > $max;
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romaingred
parents:
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73 if ( $snum < $rnum )
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romaingred
parents:
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74 {
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romaingred
parents:
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75 $num_per_overlap_size{$overlap} += $snum;
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romaingred
parents:
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76 $overlap_number += $snum;
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romaingred
parents:
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77 }
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romaingred
parents:
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78 else
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romaingred
parents:
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79 {
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romaingred
parents:
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80 $num_per_overlap_size{$overlap} += $rnum ;
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romaingred
parents:
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81 $overlap_number += $rnum ;
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romaingred
parents:
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82 }
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romaingred
parents:
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83 }
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romaingred
parents:
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84 }
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romaingred
parents:
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85 }
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romaingred
parents:
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86
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romaingred
parents:
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87 if ( $max != 0 )
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romaingred
parents:
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88 {
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romaingred
parents:
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89 my @overlaps = ();
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romaingred
parents:
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90 push @overlaps_names, $k;
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romaingred
parents:
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91 for my $i (1..$max)
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romaingred
parents:
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92 {
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romaingred
parents:
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93 $num_per_overlap_size{$i} = 0 unless exists( $num_per_overlap_size{$i} );
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romaingred
parents:
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94 push @overlaps, $num_per_overlap_size{$i};
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romaingred
parents:
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95 }
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romaingred
parents:
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96 push @distri_overlap, \@overlaps;
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romaingred
parents:
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97 }
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romaingred
parents:
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98
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romaingred
parents:
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99 if ( $flag == 1 )
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romaingred
parents:
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100 {
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romaingred
parents:
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101 my $histo_png = $TE_dir.'histogram.png';
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romaingred
parents:
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102 histogram( \%num_per_overlap_size, $histo_png, $overlap_number );
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romaingred
parents:
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103 print $txt "size\tnumber\tpercentage of the total overlap number\n";
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romaingred
parents:
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104 foreach my $k ( sort {$a <=> $b} keys %num_per_overlap_size )
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romaingred
parents:
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105 {
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romaingred
parents:
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106 my $percentage = 0;
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romaingred
parents:
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107 $percentage = $num_per_overlap_size{$k} * 100 / $overlap_number unless $overlap_number == 0;
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romaingred
parents:
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108 print $txt "$k\t$num_per_overlap_size{$k}\t"; printf $txt "%.2f\n",$percentage;
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romaingred
parents:
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109
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romaingred
parents:
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110 }
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romaingred
parents:
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111 close $txt;
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romaingred
parents:
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112 }
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romaingred
parents:
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113
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romaingred
parents:
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114 }
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romaingred
parents:
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115
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romaingred
parents:
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116 foreach my $tabP ( @distri_overlap )
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romaingred
parents:
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117 {
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romaingred
parents:
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118 my $sum = sum($tabP);
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romaingred
parents:
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119 my $ten = $tabP->[9];
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romaingred
parents:
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120 my $mean = mean($tabP);
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romaingred
parents:
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121 my $std = standard_deviation($tabP, $mean);
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romaingred
parents:
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122 my $zsc = z_significance($ten, $mean, $std);
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romaingred
parents:
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123 my $name = shift @overlaps_names;
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romaingred
parents:
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124 my $prob = 'NA';
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romaingred
parents:
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125 $prob = 1 - &Math::CDF::pnorm( $zsc ) if $zsc ne 'NA';
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romaingred
parents:
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126 print $ppp_f (join ("\t", $name, $sum, $ten, $mean, $std, $zsc, $prob ),"\n" );
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romaingred
parents:
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127 }
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romaingred
parents:
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128 close $ppp_f;
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romaingred
parents:
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129 }
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romaingred
parents:
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130
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romaingred
parents:
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131 sub count_mapped
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romaingred
parents:
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132 {
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romaingred
parents:
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133 my ( $fai, $in_file ) = @_;
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romaingred
parents:
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134 my ( %mapped, %dup );
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romaingred
parents:
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135
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romaingred
parents:
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136 open my $f, '<', $fai || die "cannot open $fai $! \n";
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romaingred
parents:
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137 while(<$f>)
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romaingred
parents:
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138 {
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romaingred
parents:
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139 if ($_ =~ /(.*)\t(\d+)\n/)
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romaingred
parents:
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140 {
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romaingred
parents:
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141 $mapped{$1} = [];
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romaingred
parents:
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142 $mapped{$1}->[0] = []; $mapped{$1}->[1] = [];
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romaingred
parents:
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143 }
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romaingred
parents:
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144 }
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romaingred
parents:
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145 close $f;
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romaingred
parents:
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146
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romaingred
parents:
diff changeset
147 open my $infile, "samtools view $in_file |"|| die "cannot open input file $! \n";
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romaingred
parents:
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148 while(<$infile>)
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romaingred
parents:
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149 {
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romaingred
parents:
diff changeset
150 unless ($_ =~ /^\@[A-Za-z][A-Za-z](\t[A-Za-z][A-Za-z0-9]:[ -~]+)+$/ || $_ =~ /^\@CO\t.*/ )
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romaingred
parents:
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151 {
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romaingred
parents:
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152 my @line = split (/\t/,$_);
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romaingred
parents:
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153 if ($line[1] == 0)
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romaingred
parents:
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154 {
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romaingred
parents:
diff changeset
155 push @{$mapped{$line[2]}->[0]} , [$line[3], $line[9], $line[1], $line[2]] unless exists ($dup{$line[3].$line[9].$line[1].$line[2]});
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romaingred
parents:
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156 $dup{$line[3].$line[9].$line[1].$line[2]}+=1;
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romaingred
parents:
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157 }
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romaingred
parents:
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158 elsif ($line[1] == 16)
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romaingred
parents:
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159 {
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romaingred
parents:
diff changeset
160 push @{$mapped{$line[2]}->[1]} , [$line[3], $line[9], $line[1], $line[2]] unless exists ($dup{$line[3].$line[9].$line[1].$line[2]});
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romaingred
parents:
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161 $dup{$line[3].$line[9].$line[1].$line[2]}+=1;
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romaingred
parents:
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162 }
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romaingred
parents:
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163 }
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romaingred
parents:
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164 }
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romaingred
parents:
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165 close $infile;
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romaingred
parents:
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166 return (\%mapped, \%dup );
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romaingred
parents:
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167 }
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romaingred
parents:
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168
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romaingred
parents:
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169 sub sum
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romaingred
parents:
diff changeset
170 {
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romaingred
parents:
diff changeset
171 my $arrayref = shift;
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romaingred
parents:
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172 my $result = 0;
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romaingred
parents:
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173 foreach (@$arrayref) {$result += $_}
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romaingred
parents:
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174 return $result;
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romaingred
parents:
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175 }
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romaingred
parents:
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176
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romaingred
parents:
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177 sub mean
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romaingred
parents:
diff changeset
178 {
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romaingred
parents:
diff changeset
179 my $arrayref = shift;
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romaingred
parents:
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180 my $result;
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romaingred
parents:
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181 foreach (@$arrayref) {$result += $_}
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romaingred
parents:
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182 return $result / scalar(@$arrayref);
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romaingred
parents:
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183 }
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romaingred
parents:
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184
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romaingred
parents:
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185 sub standard_deviation
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romaingred
parents:
diff changeset
186 {
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romaingred
parents:
diff changeset
187 my ($arrayref, $mean) = @_;
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romaingred
parents:
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188 return sqrt ( mean ( [map $_**2 , @$arrayref ]) - ($mean**2));
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romaingred
parents:
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189 }
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romaingred
parents:
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190
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romaingred
parents:
diff changeset
191 sub z_significance
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romaingred
parents:
diff changeset
192 {
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romaingred
parents:
diff changeset
193 my ($ten, $mean, $std) = @_;
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romaingred
parents:
diff changeset
194 my $z = 'NA';
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romaingred
parents:
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195 $z = (($ten - $mean) / $std) if $std != 0;
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romaingred
parents:
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196 return $z;
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romaingred
parents:
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197 }
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romaingred
parents:
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198
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romaingred
parents:
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199 1;