Here it is: 
sub genPickerConverted {
    my %kmer_prob = %{ $_[0] };
    my @vals = keys %kmer_prob;
    my @odds = ();
    foreach my $val (@vals) {
        push (@odds, $kmer_prob{$val});
    }
    my @order = sort{ $odds[ $a ] <=> $odds[ $b ] } 0 .. $#odds;
    @odds = @odds[ @order ];
    @vals = @vals[ @order ];
    my $t = 0; $t += $_ for @odds;
    $_ /= $t for @odds;
    $odds[ $_ + 1 ] += $odds[ $_ ] for 0 .. $#odds - 1;
    return sub {
        my $r = rand();
        $r < $odds[ $_ ] and return $vals[ $_ ] for 0 .. $#odds;
    };
}

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In reply to Re^10: an algorithm to randomly pick items that are present at different frequencies by efoss
in thread an algorithm to randomly pick items that are present at different frequencies by efoss

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