def analyze(input_filename):
m = Main()
conll_filename = "../data/test/test.conll"
output_filename = "../data/test/preprocessed_reviews.txt"
# preproses kalimat
m.preprocess(input_filename, output_filename)
# jadiin conll table
m.get_conll_table(output_filename, conll_filename)
# ekstraksi aspek
m.get_aspects(conll_filename)
# split setiap sentence
m.split_sentences()
# ekstraksi kategori
m.get_categories()
# ekstraksi sentimen
m.get_sentiments()
# generate tuple aspek, kategori, sentimen
tuples, tuples_unique = m.get_tuples()
return tuples_unique, m.get_ratings(tuples)
