Printing Hash of Hash into a Matrix Table in Perl - perl

I have a data structure like this:
#!/usr/bin/perl -w
my $hash = {
'abTcells' => {
'mesenteric_lymph_node' => {
'Itm2a' => '664.661',
'Gm16452' => '18.1425',
'Sergef' => '142.8205'
},
'spleen' => {
'Itm2a' => '58.07155',
'Dhx9' => '815.2795',
'Ssu72' => '292.889'
}
}
};
What I want to do is to print it out into this format:
mesenteric_lymph_node spleen
Itm2a 664.661 58.07155
Gm16452 18.1425 NA
Sergef 142.8205 NA
Dhx9 NA 815.2795
Ssu72 NA 292.889
What's the way to do it.
I'm currently stuck with the following code https://eval.in/44207
foreach my $ct (keys %{$hash}) {
print "$ct\n\n";
my %hash2 = %{$hash->{$ct}};
foreach my $ts (keys %hash2) {
print "$ts\n";
my %hash3 = %{$hash2{$ts}};
foreach my $gn (keys %hash3) {
print "$gn $hash3{$gn}\n";
}
}
}

Use Text::Table for output. Beautify to taste.
#!/usr/bin/env perl
use strict;
use warnings;
use Text::Table;
my $hash = {
'abTcells' => {
'mesenteric_lymph_node' => {
'Itm2a' => '664.661',
'Gm16452' => '18.1425',
'Sergef' => '142.8205'
},
'spleen' => {
'Itm2a' => '58.07155',
'Dhx9' => '815.2795',
'Ssu72' => '292.889'
}
}
};
my $struct = $hash->{abTcells};
my #cols = sort keys %{ $struct };
my #rows = sort keys %{ { map {
my $x = $_;
map { $_ => undef }
keys %{ $struct->{$x} }
} #cols } };
my $tb = Text::Table->new('', #cols);
for my $r (#rows) {
$tb->add($r, map $struct->{$_}{$r} // 'NA', #cols);
}
print $tb;
Output:
mesenteric_lymph_node spleen
Dhx9 NA 815.2795
Gm16452 18.1425 NA
Itm2a 664.661 58.07155
Sergef 142.8205 NA
Ssu72 NA 292.889
Now, the order of the rows above is different than the one you show because I wanted it to be consistent. If you know the set of all possible rows, then you can specify another order obviously.

First thing would be to separate out the two hashes:
my %lymph_node = %{ $hash->{abTcells}->{mesenteric_lymph_node} };
my %spleen = %{ $hash->{abTcells}->{spleen} };
Now, you have two separate hashes that contains the data you want.
What we need is a list of all the keys. Let's make a third hash that contains your keys.
my %keys;
map { $keys{$_} = 1; } keys %lymph_node, keys %spleen;
Now, we can go through all your keys and print the value for each of the two hashes. If one of the hashes doesn't have the data, we'll set it to NA:
for my $value ( sort keys %keys ) {
my $spleen_value;
my $lymph_nodes_value;
$spleen_value = exists $spleen{$value} ? $spleen{$value} : "NA";
$lymph_node_value = exists $lymph_node{$value} ? $lymph_node{$value} : "NA";
printf "%-20.20s %-9.5f %-9.5f\n", $key, $lymph_node_value, $spleen_value;
}
The printf statement is a nice way to tabularize data. You'll have to create the headings yourself. The ... ? ... : ... statement is an abbreviated if/then/else If the statement before the ? is true, then the value is the value between the ? and the :. Else, the value is the value after the :.

Both of your inner hashes have the same keys, So do a foreach on one of the hashes to get the key, and then print both.

Related

Function explanation: delete a key in a hashtable

I'm a Perl programmer beginner and I am seeking for some explanation about the code above. The function is named delete_depth_hash but I can't understand how it works.
sub delete_depth_hash {
my (%hash_genotype_depth) = #_;
my %new_hash;
foreach my $geno(keys %hash_genotype_depth) {
foreach my $dep(keys %{$hash_genotype_depth{$geno}}) {
my $frequence = scalar($hash_genotype_depth{$geno}{$dep});
$new_hash{$geno} +=$frequence;
}
}
return %new_hash;
}
The behaviour can be explained by an example:
use Data::Dumper;
print Dumper({ delete_depth_hash( a => { b => 1, c => 2 } ) });
It outputs:
$VAR1 = {
'a' => 3
};
So, it basically sums the numbers regardless of the subkeys in a hash of hashes. Note that the scalar does nothing here, as the value of a hash must always be a scalar.
As the inner keys are just removed, you can simplify the code using the List::Util's sum and the values function:
use List::Util qw{ sum };
sub delete_depth_hash {
my (%hash_genotype_depth) = #_;
my %new_hash;
for my $geno (keys %hash_genotype_depth) {
$new_hash{$geno} = sum(values %{ $hash_genotype_depth{$geno} });
}
return %new_hash;
}

Find key for greatest value in hash of hashes in Perl

I have a hash of hashes containing keys, values, and counts of the form ((k1, v1), c1). I am trying to write a subroutine that returns the value of the key passed as a parameter with the greatest count. For example, if I had:
%hash = (
"a" => {
"b" => 2,
"c" => 1,
},
"d" => {
"e" => 4,
},
);
and made the call:
print &function("a");
it should print "b" because key "a" has the highest count of 2 with "b" as its value. Here is the code I have so far:
sub function() {
$key = $_[0];
if(exists($hash{$key})) {
while (my ($value, $count) = each %{$hash{$key}}) {
#logic goes here
}
} else {
return "$key does not exist";
}
}
The sub doesn't need to know anything about the outer hash, so it makes far more sense to call the sub as follows:
print key_with_highest_val($hash{a});
The sub simply needs to iterate over all the elements of that hash, keeping track of the highest value seen, and the key at which it was seen.
sub key_with_highest_val {
my ($h) = #_;
my $hi_v;
my $hi_k;
for my $k (keys(%$h)) {
my $v = $h->{$k};
if (!defined($hi_v) || $v > $hi_v) {
$hi_v = $v;
$hi_k = $k;
}
}
return $hi_k;
}
As Chris Charley points out, List::Util's reduce can simply this function. With the calling convention I recommended above, the reduce solution becomes the following:
use List::Util qw( reduce );
sub key_with_highest_val {
my ($h) = #_;
return reduce { $h->{$a} >= $h->{$b} ? $a : $b } keys(%$h);
}
Both versions return an arbitrary key among those that tied when there's a tie.
Use the reduce function from List::Util (which is part of core perl).
#!/usr/bin/perl
use strict;
use warnings;
use List::Util qw/reduce/;
my %hash = (
"a" => {
"b" => 2,
"c" => 1,
},
"d" => {
"e" => 4,
},
);
my $key = 'a';
print "For key: $key, max key is ", max_key($key, %hash), "\n";
sub max_key {
my ($key, %hash) = #_;
return "$key does not exist" unless exists $hash{$key};
my $href = $hash{$key};
return reduce { $href->{$a} > $href->{$b} ? $a : $b } keys %$href;
}
You should always include use strict and use warnings at the top of your programs to catch errors so you can find and fix them. This requires declaring of your variables with my, like my $key = 'a';, for example and my %hash = ...
This program prints:
For key: a, max key is b
This code makes the following assumptions:
The values of your nested hashes are always numeric.
You don't have duplicate values.
Anything else is left as an exercise for the reader.
use strict;
use warnings;
use Data::Dump;
use List::Util qw(max);
my %hash = (
a => {
b => 2,
c => 1,
},
d => {
e => 4,
},
);
dd(max_hash_value(\%hash, $_)) for 'a' .. 'd';
sub max_hash_value {
my ($hash_ref, $search_key) = #_;
return unless $hash_ref->{$search_key};
my %lookup;
while (my ($key, $value) = each(%{$hash_ref->{$search_key}})) {
$lookup{$value} = $key;
}
return $lookup{max(keys(%lookup))};
}
Output:
"b"
()
()
"e"

Adding each element in an array to a complex hash in Perl

I have an array with n number of elments. I want to add each of the elements to a complex hash, each as a key/value pair. If the number of elements were fixed, say three, I would do:
my %hash;
my #array = ("first", "second", "third");
$hash{$array[0]}{$array[1]}{$array[2]}++;
The structure I want to end up with, is this (printed with Data::Dumper):
$VAR1 = 'first';
$VAR2 = {
'second' => {
'third' => 1
};
But I am at loss at achieving the same structure when the number of elements in the array isn't fixed. Something with anonymous variables and iterating through the array, yes, but something like foreach #array{$hash{$_}++}; will obviously only make one entry per element, and not the desired structure. Help?
Something like this could build the structure you desire for N elements:
use strict;
use warnings;
use Data::Dumper;
my #array = qw(first second third four five six seven);
my $hash;
foreach my $key ( reverse #array ) {
$hash = { $key => $hash };
}
print Dumper $hash;
__END__
$VAR1 = {
'first' => {
'second' => {
'third' => {
'fourth' => {
'fifth' => {
'sixth' => {
'seventh' => undef
}
}
}
}
}
}
};
It is not clear what you really need this for. There may be a better solution if you explain your use-case a little more. Incrementing this structure doesn't appear to be very easy.
After playing around a little, you can increment by traversing the hash reference to the bottom then incrementing the value of the last element. It is not very pretty though :|
# incrementing
my $elem = $hash; # copy the reference
foreach my $key ( #array ) {
# found the bottom of the hash
unless ( $elem->{$key} && ref($elem->{$key}) ) {
$elem->{$key}++;
last;
}
# not at the bottom, move to the next level
$elem = $elem->{$key};
}
print Dumper $hash;
__END__
$VAR1 = {
'first' => {
'second' => {
'third' => {
'fourth' => {
'fifth' => {
'sixth' => {
'seventh' => 1
}
}
}
}
}
}
};
This is relatively simple if you maintain a current hash reference. This short program demonstrates
The first few steps make sure that each hash element exists and its value is a hash reference. $href is moved to the next level of hash at each stage. For the final element of the array, the latest hash level's element is incremented instead of being set to a hash reference.
Whether or not this data structure is the correct choice depends on what else you need to do with it once you have built it
use strict;
use warnings;
my %hash;
my #array = qw/ first second third fourth fifth /;
drill_hash(\%hash, #array);
use Data::Dump;
dd \%hash;
sub drill_hash {
my ($href, #list) = #_;
my $final = pop #list;
$href = $href->{$_} //= {} for #list;
++$href->{$final};
}
output
{
first => { second => { third => { fourth => { fifth => 1 } } } },
}
Update
Having understood your purpose, the simplest way to keep a count of occurrences of ngrams like that is to have a speficic hash key that is used to keep the count of the sequence of words so far.
This program uses the value _COUNT for that key, and you can see that, for example, {under}{a}{_COUNT} and {under}{a}{rock}{_COUNT} are both 1
use strict;
use warnings;
my %counts;
count_ngram(\%counts, qw/ under a /);
count_ngram(\%counts, qw/ a rock /);
count_ngram(\%counts, qw/ under a rock /);
count_ngram(\%counts, qw/ a tree /);
count_ngram(\%counts, qw/ under a tree /);
use Data::Dump;
dd \%counts;
sub count_ngram {
my ($href, #ngram) = #_;
my $final = pop #ngram;
$href = $href->{$_} //= {} for #ngram;
++$href->{$final}{_COUNT};
}
output
{
a => { rock => { _COUNT => 1 }, tree => { _COUNT => 1 } },
under => {
a => { _COUNT => 1, rock => { _COUNT => 1 }, tree => { _COUNT => 1 } },
},
}

How do you get nested key value of a hash in Perl?

I'd like to iterate over a hash ref and get keys if they exist, but the keys that I want are at the second level of the hash ref. I want to be able to get to this key for all first level keys of the hash ref that have it
Example:
my $total = 0;
foreach my $student (keys $students) {
if ( exists $student->{???}->{points} ) {
$total += $student->{points};
}
}
return $total;
The problem I've run into is that I want to "not care" what the value of $student->{???} is, just want to get to the {points} for it
You're mixing up your $students variable with your $student variable:
if ( exists $student->{???}->{points} ) {
^^^^^^^^
Should be $students
However, if you don't care about the keys of your first level HoH, then simply don't iterate on them.
Just iterate on the values instead:
use strict;
use warnings;
use List::Util qw(sum);
my $students = {
bob => { points => 17 },
amy => { points => 12 },
foo => { info => 'none' },
bar => { points => 13 },
};
my $total = sum map { $_->{points} // 0 } values %$students;
print "$total is the answer\n";
Outputs:
42 is the answer

Perl Working On Two Hash References

I would like to compare the values of two hash references.
The data dumper of my first hash is this:
$VAR1 = {
'42-MG-BA' => [
{
'chromosome' => '19',
'position' => '35770059',
'genotype' => 'TC'
},
{
'chromosome' => '2',
'position' => '68019584',
'genotype' => 'G'
},
{
'chromosome' => '16',
'position' => '9561557',
'genotype' => 'G'
},
And the second hash is similar to this but with more hashes in the array. I would like to compare the genotype of my first and second hash if the position and the choromosome matches.
map {print "$_= $cave_snp_list->{$_}->[0]->{chromosome}\n"}sort keys %$cave_snp_list;
map {print "$_= $geno_seq_list->{$_}->[0]->{chromosome}\n"}sort keys %$geno_seq_list;
I could do that for the first array of the hashes.
Could you help me in how to work for all the arrays?
This is my actual code in full
#!/software/bin/perl
use strict;
use warnings;
use Getopt::Long;
use Benchmark;
use Config::Config qw(Sequenom.ini);
useDatabase::Conn;
use Data::Dumper;
GetOptions("sam=s" => \my $sample);
my $geno_seq_list = getseqgenotypes($sample);
my $cave_snp_list = getcavemansnpfile($sample);
#print Dumper($geno_seq_list);
print scalar %$geno_seq_list, "\n";
foreach my $sam (keys %{$geno_seq_list}) {
my $seq_used = $geno_seq_list->{$sam};
my $cave_used = $cave_snp_list->{$sam};
print scalar(#$geno_seq_list->{$_}) if sort keys %$geno_seq_list, "\n";
print scalar(#$cave_used), "\n";
#foreach my $seq2com (# {$seq_used } ){
# foreach my $cave2com( # {$cave_used} ){
# print $seq2com->{chromosome},":" ,$cave2com->{chromosome},"\n";
# }
#}
map { print "$_= $cave_snp_list->{$_}->[0]->{chromosome}\n" } sort keys %$cave_snp_list;
map { print "$_= $geno_seq_list->{$_}->[0]->{chromosome}\n" } sort keys %$geno_seq_list;
}
sub getseqgenotypes {
my $snpconn;
my $gen_list = {};
$snpconn = Database::Conn->new('live');
$snpconn->addConnection(DBI->connect('dbi:Oracle:pssd.world', 'sn', 'ss', { RaiseError => 1, AutoCommit => 0 }),
'pssd');
#my $conn2 =Database::Conn->new('live');
#$conn2->addConnection(DBI->connect('dbi:Oracle:COSI.world','nst_owner','nst_owner', {RaiseError =>1 , AutoCommit=>0}),'nst');
my $id_ind = $snpconn->execute('snp::Sequenom::getIdIndforExomeSample', $sample);
my $genotype = $snpconn->executeArrRef('snp::Sequenom::getGenotypeCallsPosition', $id_ind);
foreach my $geno (#{$genotype}) {
push #{ $gen_list->{ $geno->[1] } }, {
chromosome => $geno->[2],
position => $geno->[3],
genotype => $geno->[4],
};
}
return ($gen_list);
} #end of sub getseqgenotypes
sub getcavemansnpfile {
my $nstconn;
my $caveman_list = {};
$nstconn = Database::Conn->new('live');
$nstconn->addConnection(
DBI->connect('dbi:Oracle:CANP.world', 'nst_owner', 'NST_OWNER', { RaiseError => 1, AutoCommit => 0 }), 'nst');
my $id_sample = $nstconn->execute('nst::Caveman::getSampleid', $sample);
#print "IDSample: $id_sample\n";
my $file_location = $nstconn->execute('nst::Caveman::getCaveManSNPSFile', $id_sample);
open(SNPFILE, "<$file_location") || die "Error: Cannot open the file $file_location:$!\n";
while (<SNPFILE>) {
chomp;
next if /^>/;
my #data = split;
my ($nor_geno, $tumor_geno) = split /\//, $data[5];
# array of hash
push #{ $caveman_list->{$sample} }, {
chromosome => $data[0],
position => $data[1],
genotype => $nor_geno,
};
} #end of while loop
close(SNPFILE);
return ($caveman_list);
}
The problem that I see is that you're constructing a tree for generic storage of data, when what you want is a graph, specific to the task. While you are constructing the record, you could also be constructing the part that groups data together. Below is just one example.
my %genotype_for;
my $record
= { chromosome => $data[0]
, position => $data[1]
, genotype => $nor_geno
};
push #{ $gen_list->{ $geno->[1] } }, $record;
# $genotype_for{ position }{ chromosome }{ name of array } = genotype code
$genotype_for{ $data[1] }{ $data[0] }{ $sample } = $nor_geno;
...
return ( $caveman_list, \%genotype_for );
In the main line, you receive them like so:
my ( $cave_snp_list, $geno_lookup ) = getcavemansnpfile( $sample );
This approach at least allows you to locate similar position and chromosome values. If you're going to do much with this, I might suggest an OO approach.
Update
Assuming that you wouldn't have to store the label, we could change the lookup to
$genotype_for{ $data[1] }{ $data[0] } = $nor_geno;
And then the comparison could be written:
foreach my $pos ( keys %$small_lookup ) {
next unless _HASH( my $sh = $small_lookup->{ $pos } )
and _HASH( my $lh = $large_lookup->{ $pos } )
;
foreach my $chrom ( keys %$sh ) {
next unless my $sc = $sh->{ $chrom }
and my $lc = $lh->{ $chrom }
;
print "$sc:$sc";
}
}
However, if you had limited use for the larger list, you could construct the specific case
and pass that in as a filter when creating the longer list.
Thus, in whichever loop creates the longer list, you could just go
...
next unless $sample{ $position }{ $chromosome };
my $record
= { chromosome => $chromosome
, position => $position
, genotype => $genotype
};
...