import jsgf from os import listdir from os.path import isfile, join gram_dir = './gramatyki/' grammar_files = [file for file in listdir(gram_dir) if isfile(join(gram_dir, file))] grammars = [] for grammarFile in grammar_files: grammar = jsgf.parse_grammar_file(gram_dir + grammarFile) grammars.append(grammar) def get_dialog_act(rule): slots = [] get_slots(rule.expansion, slots) return {'act': rule.grammar.name, 'slots': slots} def get_slots(expansion, slots): if expansion.tag != '': slots.append((expansion.tag, expansion.current_match)) return for child in expansion.children: get_slots(child, slots) if not expansion.children and isinstance(expansion, jsgf.NamedRuleRef): get_slots(expansion.referenced_rule.expansion, slots) def nlu(utterance): matched = None for _grammar in grammars: matched = _grammar.find_matching_rules(utterance) if matched: break if matched: return get_dialog_act(matched[0]) else: return {'act': 'null', 'slots': []} print(nlu('chciałbym zamowic pizze vesuvio XXL na dwie osoby')) print(nlu('na dowoz')) print(nlu('dowoz'))