def get_answers(self, user_input):
"""
Given a user_input, returns all possible answers sorted by the most frequent to the least frequent
:param user_input
:return: sorted list of tuples (string, int), the first value is the answer and the second the #occurences
if there is no answers, a empty list is returned
"""
if isinstance(user_input, str): user_input = user_input.decode("utf-8")
user_input = RegexUtil.custom_strip(user_input)
if user_input not in self.__user_input_answers_dic:
return None
return self.__user_input_answers_dic[user_input]
def get_answer(self, user_input):
"""
Given a user_input, returns the most probable answer. If there is draw, it is returned one of them
:param user_input
:return: The answer (string)
"""
if isinstance(user_input, str): user_input = user_input.decode("utf-8")
user_input = RegexUtil.custom_strip(user_input)
answers = self.get_answers(user_input)
if answers is None:
return AnswerPickerAnswerResult.INVALID_USER_INPUT
if len(answers) == 0:
return AnswerPickerAnswerResult.TRIGGER_NOT_FOUND
else:
return answers[0][0] # [first answer] [first element tuple]
def _evaluate(self, answer_picker, questions_file_path, max_n_answers):
answers_list = list()
with open(questions_file_path) as questionFile:
for question in questionFile:
# remove - and whitespace
question = RegexUtil.custom_strip(question)
answer = answer_picker.get_answer(question)
# check if input is invalid or if there is no possible answer
if answer == AnswerPickerAnswerResult.INVALID_USER_INPUT or AnswerPickerAnswerResult.TRIGGER_NOT_FOUND == answer:
annotation = 'n'
else:
annotation = self._get_annotation(question, answer, max_n_answers)
# add to the list for future analysis
answers_list.append(annotation)
questionFile.close()
return answers_list
