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)