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TEXT PREPROCESSING WITH PERL
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#!/usr/bin/perl | |
my @myLangs = qw( de it fr ); | |
# STOP WORDS FOLDER | |
my $stp = "/home/andrea/Downloads/DataMining/code/data/"; | |
# STOP WORDS FILE | |
my $stf = "/stopwords.txt"; | |
# DATA MAIN PATH | |
my $dp = "/home/andrea/Downloads/DataMining/code/dwld/Gutenberg/dwdl/stripped/"; | |
# SOURCE SUB-DIR | |
my $sf = "/noHeaders/"; | |
# DEST SUB-DIR | |
my $ef = "/ready/"; | |
foreach (@myLangs) { | |
# OPEN STOP WORDS FILE 4 EACH LANGUAGE | |
open(STOP,"<",$stp.$_.$stf) || print "Can't read tmp file ".$stp.$_.$stf.": $!"; | |
my @stopWords = <STOP>; | |
close (STOP); | |
# CLEAN STOPWORDS IF NEEDED | |
chomp @stopWords; | |
my $stopRegex = join '|', @stopWords; | |
# GETS ALL FILE NAMES 4 EACH LANGUAGE | |
opendir my $dir, $dp.$_.$sf or die "Cannot open directory:".$stp.$_.$sf." $!"; | |
my @files = readdir $dir; | |
closedir $dir; | |
my $lang = $_; | |
foreach (@files) { | |
if (!/^\./){ | |
print $dp.$lang.$sf.$_,"\n"; | |
print $dp.$lang.$ef.$_,"\n"; | |
open(IN, $dp.$lang.$sf.$_) || die " could not open file: ".$dp.$lang.$sf.$_." $! \n"; | |
open(my $OUT, ">", $dp.$lang.$ef.$_) || die " could not open file.. ".$dp.$lang.$ef.$_." $! \n"; | |
#FILE PROCESSING | |
while (<IN>) { | |
# REMOVES PUNCTUATION AND STOPWORDS | |
s/\t|[[:punct:]]|\b(?:$stopRegex)\b//ig; | |
# REDUCES REDUNDANT SPACES #s/(\R)(?:\h*\R)+/$1$1/g; | |
s/( )+/ /g; | |
# IGNORE BLANK LINES AND WRITE IN LOWERCASE TO FILE | |
print $OUT lc $_ if (!/^$/) && (!/^\s*$/); | |
} | |
close(IN); | |
close($OUT); | |
} | |
} | |
} |
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