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#!/usr/bin/perl |
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# NanoB2B-NER::NER::Metaman |
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# |
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# Turns file lines into MetaMap lines |
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# Version 1.0 |
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# |
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# Program by Milk |
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package NanoB2B::NER::Metaman; |
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use NanoB2B::UniversalRoutines; |
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use MetaMap::DataStructures; |
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use strict; |
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use warnings; |
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1689
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#### GLOBAL VARIABLES #### |
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#option variables |
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my $debug = 1; |
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my $program_dir = ""; |
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my $metamap_arguments = "-q"; |
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my $fileIndex = 0; |
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#datastructure variables |
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my %params = (); |
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my $dataStructures = MetaMap::DataStructures->new(\%params); |
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#universal subroutines object |
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my %uniParams = (); |
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my $uniSub; |
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#hash object for later |
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my %metamapHash = (); |
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#### A BACKSTORY IS CREATED #### |
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# construction method to create a new Metaman object |
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# input : $directory <-- the name of the directory for the files |
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# \$index <-- the index to start metamapping from in the set of files |
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# \$debug <-- run the program with debug print statements |
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# output : $self <-- an instance of the Metaman object |
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sub new { |
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#grab class and parameters |
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my $self = {}; |
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my $class = shift; |
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return undef if(ref $class); |
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my $params = shift; |
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#bless this object |
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bless $self, $class; |
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$self->_init($params); |
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$uniParams{'debug'} = $self->{debug}; |
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$uniSub = NanoB2B::UniversalRoutines->new(\%uniParams); |
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return $self; |
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} |
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# method to initialize the NanoB2B::NER::Metaman object. |
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# input : $parameters <- reference to a hash |
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# output: |
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sub _init { |
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my $self = shift; |
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my $params = shift; |
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$params = {} if(!defined $params); |
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# get some of the parameters |
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my $diroption = $params->{'directory'}; |
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my $debugoption = $params->{'debug'}; |
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my $fileindexoption = $params->{'fileIndex'}; |
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my $metamapargoption = $params->{'metamap_arguments'}; |
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#set the global variables |
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if(defined $debugoption){$debug = $debugoption;} |
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if(defined $diroption){$program_dir = $diroption;} |
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if(defined $fileindexoption){$fileIndex = $fileindexoption;} |
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if(defined $metamapargoption){$metamap_arguments = $metamapargoption;} |
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} |
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#### TO THE METAMOBILE! #### |
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# imports the data, cleans the lines, runs through metamap, and exports the results to a file |
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# input : $file <-- name of the file to run through metamap |
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# output : |
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sub meta_file{ |
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my $self = shift; |
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my $file = shift; |
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#define and reset temp var |
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my $indexer = 0; |
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%metamapHash = (); |
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#get the name of the file |
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my @n = split '/', $file; |
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my $l = @n; |
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my $filename = $n[$l - 1]; |
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$filename = lc($filename); |
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#import the data from the file |
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my $FILE; |
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open ($FILE, "$program_dir/$file") || die ("what is this 'dir/file' you speak of?\n"); |
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my @fileLines = <$FILE>; |
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foreach my $l(@fileLines){ |
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$l = lc($l); |
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} |
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$uniSub->printColorDebug("on_red", "$filename"); |
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#get the total num of lines |
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my $totalLines = 0; |
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$totalLines = @fileLines; |
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$uniSub->printColorDebug("red", "Lines: $totalLines\n"); |
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#clean it up for two separate sets |
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my @cleanLines = untagSet($filename, \@fileLines); |
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#metamap all the lines --> metamaphash |
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$uniSub->printColorDebug("blue", "*Metamapping the lines into a hashtable....\n"); |
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$indexer = 0; |
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my $total = @cleanLines; |
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foreach my $line (@cleanLines){ |
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#printColorDebug("on_blue", "LINE: $line\n"); |
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my $lnnum = $indexer + 1; |
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$uniSub->printColorDebug("green", "$filename - MM Line $lnnum / $total...\n"); |
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my $mm = metaLine($self, $line, $filename); |
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$metamapHash{$indexer} = $mm; |
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$indexer++; |
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} |
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#export the metamap data to a separate file |
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exportMetaData($filename); |
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} |
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#### CLEANS THE LINE #### |
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# cleans the line without getting rid of tags |
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# input : $input <-- the line to clean |
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# output : |
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sub cleanWords{ |
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my $input = shift; |
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$input =~ s/[^a-zA-z0-9\:\.\s<>\*\/\,]/ /g; #get rid of non-ascii |
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$input =~ s/([0-9]+(\.[0-9]*)?)-[0-9]+(\.[0-9]*)?/RANGE/g; #get rid of range num (#-#) |
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$input =~ s/[0-9]+\.?[0-9]+/NUM/g; #get rid of normal num (# or #.#) |
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$input =~ s/\s?=\s?/eq/g; #get rid of = |
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$input =~ s///g; #get rid of |
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$input =~ s/[\*\/]//g; #get rid of * |
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#$input =~ s/[,\)\(\\\'\/\=\*\-]/ /g; |
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$input =~ s/\s\+/_/g; #get rid of _+ space |
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$input =~ s/\s+\.\s+/ /g; #get rid of _._ periods |
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$input =~ s/\.\s+/ /g; #get rid of ._ space |
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$input =~ s/\s+/ /g; #get rid of excessive blank space |
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return $input; |
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} |
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# returns clean line with no tags or retaggings |
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# input : $line <-- the line to remove the tags from |
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# $id <-- the entity tag name (ex. ) |
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# output : $input <-- the line untagged |
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sub untag{ |
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my $line = shift; |
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my $id = shift; |
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my $input = lc($line); |
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$id = lc($id); |
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$input =~ s/ //g; |
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$input =~ s/ //g; |
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$input =~ s/ //g; |
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$input = cleanWords($input); |
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return $input; |
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} |
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# returns a clean set of lines |
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# input : $filename <-- the name of the file/tag for the entities |
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# @lines <-- the set of lines from the file |
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# output : @clean_set <-- the line set untagged |
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sub untagSet{ |
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my $filename = shift; |
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my $lines_ref = shift; |
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my @lines = @$lines_ref; |
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my @clean_set = (); |
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foreach my $line(@lines){ |
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my $cl = untag($line, $filename); |
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push @clean_set, $cl; |
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} |
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return @clean_set; |
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} |
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###### METAMAPS THE LINE ###### |
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#metamaps a single line |
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# input : $line <-- the line to run through metamap |
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# $name <-- the name of the file/tag for the entities |
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# output : $meta <-- the metamap output for the line |
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sub metaLine{ |
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my $self = shift; |
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my $line = shift; |
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my $name = shift; |
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#make a makeshift file to put the line |
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open IN, ">", "input" || die ("No input file...$!"); |
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my $clean_line = untag($line, $name); |
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chomp($clean_line); |
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print IN "$clean_line\n"; |
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close IN; |
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#analyze using nlm's program |
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my $meta = `metamap $metamap_arguments < input`; |
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return $meta; |
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} |
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|
|
214
|
|
|
|
|
|
|
#metamaps an entire set of lines |
215
|
|
|
|
|
|
|
# input : $name <-- the name of the file/tag for the entities |
216
|
|
|
|
|
|
|
# @lines <-- the set of lines to run through metamap |
217
|
|
|
|
|
|
|
# output : @set <-- the set of metamapped lines |
218
|
|
|
|
|
|
|
sub metaSet{ |
219
|
0
|
|
|
0
|
0
|
|
my $name = shift; |
220
|
0
|
|
|
|
|
|
my $lines_ref = shift; |
221
|
0
|
|
|
|
|
|
my @lines = @$lines_ref; |
222
|
|
|
|
|
|
|
|
223
|
0
|
|
|
|
|
|
my @set = (); |
224
|
0
|
|
|
|
|
|
foreach my $l (@lines){ |
225
|
0
|
|
|
|
|
|
my $ml = metaLine($l, $name); |
226
|
0
|
|
|
|
|
|
push @set, $ml; |
227
|
|
|
|
|
|
|
} |
228
|
0
|
|
|
|
|
|
return @set; |
229
|
|
|
|
|
|
|
} |
230
|
|
|
|
|
|
|
|
231
|
|
|
|
|
|
|
#exports metamap hashtable data by printing it to a file |
232
|
|
|
|
|
|
|
# input : $name <-- the name of the file/tag for the entities |
233
|
|
|
|
|
|
|
# output : (META) <-- a file with the metamap data stored in _META of the files' directory |
234
|
|
|
|
|
|
|
sub exportMetaData{ |
235
|
0
|
|
|
0
|
0
|
|
my $name = shift; |
236
|
|
|
|
|
|
|
|
237
|
0
|
|
|
|
|
|
my $META; |
238
|
|
|
|
|
|
|
#create a directory to save hashtable data |
239
|
0
|
0
|
|
|
|
|
if($program_dir ne ""){ |
240
|
0
|
|
|
|
|
|
my $subdir = "_METAMAPS"; |
241
|
0
|
|
|
|
|
|
$uniSub->make_path("$program_dir/$subdir"); |
242
|
0
|
0
|
|
|
|
|
open($META, ">", ("$program_dir/$subdir/" . $name . "_meta")) || die ("Um..."); |
243
|
|
|
|
|
|
|
}else{ |
244
|
0
|
0
|
|
|
|
|
open($META, ">", ($name . "_meta")) || die ("Agh!"); |
245
|
|
|
|
|
|
|
} |
246
|
|
|
|
|
|
|
|
247
|
|
|
|
|
|
|
#print metamap data to the file |
248
|
0
|
|
|
|
|
|
foreach my $key (sort { $a <=> $b } keys %metamapHash){ |
|
0
|
|
|
|
|
|
|
249
|
0
|
|
|
|
|
|
my $mm = $metamapHash{$key}; |
250
|
0
|
|
|
|
|
|
$uniSub->print2File($META, $mm); |
251
|
|
|
|
|
|
|
} |
252
|
0
|
|
|
|
|
|
close $META; |
253
|
|
|
|
|
|
|
} |
254
|
|
|
|
|
|
|
|
255
|
|
|
|
|
|
|
1; |