Ejemplo n.º 1
0
    def handle(self, handler_input):
        logger.info("HAN    CP_WrongAnswerHandler")
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)

        CP_Attr.update_last_question_attr(handler_input, correct=False)
        UserStats.update_player_stats(handler_input,
                                      correct=False,
                                      player_obj=player_obj)

        ms_wrong = IncorrectAnsUtils.get_ms_incorrect()
        question = GenQuestions.get_same_question(handler_input)
        reprompt = question
        speech_list = (
            ms_wrong,
            1,
            question,
        )

        SessionStats.update_consecutive_correct(handler_input, correct=False)
        ModeStats.update_mode_stats(handler_input, correct=False)
        WrongAnswer.record_wrong_question(handler_input)
        PlayerDict.save_player_obj(handler_input, player_obj)

        speech = get_linear_nlg(speech_list)
        reprompt = GenQuestions.get_same_question(handler_input)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
    def get_ms_welcome(handler_input) -> str:
        """Returns appropriate welcome message for survival mode."""
        player = PlayerDict.load_player_obj(handler_input)
        sm_plays = player.sm_plays
        random_num = random.random()

        if sm_plays == 0:
            ms_welcome = SM_WelcomeUtils.get_ms_first_welcome()

        elif sm_plays == 1:
            ms_welcome = SM_WelcomeUtils.get_ms_long_welcome()

        elif (sm_plays > 5) and (random_num < 0.25):
            ms_welcome = SM_WelcomeUtils.get_ms_high_score_welcome(player)

        elif (sm_plays > 5) and (random_num < 0.5):
            ms_welcome = SM_WelcomeUtils.get_ms_average_score_welcome(player)

        elif random_num < 0.8:
            ms_welcome = SM_WelcomeUtils.get_ms_short_welcome()

        else:
            ms_welcome = SM_WelcomeUtils.get_ms_long_welcome()

        return MW_EXCITED_LOW.format(ms_welcome)
Ejemplo n.º 3
0
    def handle(self, handler_input):
        logger.info("HAN    CP_CorrectAnswerHandler")
        attr = handler_input.attributes_manager.session_attributes
        speech_list = []

        practice_type = attr['practice_type']
        if practice_type == custom_practice.data.PRACT_TYPES[0]:
            CP_Attr.remove_question_from_incorrect_questions(
                handler_input)  ## Before updating last question
        CP_Attr.update_last_question_attr(handler_input, correct=True)

        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input,
                                      correct=True,
                                      player_obj=player_obj)

        ms_congrats = CongratUtils.get_answer_congrats(handler_input,
                                                       player_obj=player_obj)
        ms_question = CP_Questions.get_question(handler_input,
                                                player_object=player_obj,
                                                practice_type=practice_type,
                                                first_question=False)
        reprompt = GenQuestions.get_same_question(handler_input)

        speech_list = (ms_congrats, 1, ms_question)

        SessionStats.update_consecutive_correct(handler_input, True)
        ModeStats.update_mode_stats(handler_input, True)
        PlayerDict.save_player_obj(handler_input, player_obj)

        speech = get_linear_nlg(speech_list)
        reprompt = GenQuestions.get_same_question(handler_input)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 4
0
    def handle(self, handler_input):
        logger.info("HAN    SM_CorrectQuestionHandler")
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input, correct = True, player_obj= player_obj)
        SM_Attr.increment_sm_upper(handler_input)
        
        ms_congrats = CongratUtils.get_answer_congrats(
            handler_input, player_obj= player_obj, survival_mode=True)

        logger.debug(ms_congrats)

        ms_question = SMQuestions.get_question(
            handler_input, first_question= False, player_obj= player_obj)
        reprompt = GenQuestions.get_same_question(handler_input)
        
        if len(ms_congrats):
            sm_pause = Pauser.get_sm_pause_length(handler_input)
            speech_list += Pauser.make_ms_pause_level_list(ms_congrats, sm_pause)
        speech_list.append( ms_question)
        
        SessionStats.update_consecutive_correct(handler_input, True)
        ModeStats.update_mode_stats(handler_input, True)

        speech = ' '.join(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (
            handler_input.response_builder
                .speak(speech)
                .ask(reprompt)
                .set_card( SimpleCard( card_title, card_text))
                .response)
Ejemplo n.º 5
0
    def handle(self, handler_input):
        logger.info("HAN  FP_WrongAnswerHandler")
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input,
                                      correct=False,
                                      player_obj=player_obj)

        WrongAnswer.record_wrong_question(handler_input)
        ms_incorrect = IncorrectAnsUtils.get_buzz_and_incorrect()
        ms_retry_question = AllQuestionIntros.get_retry_question(handler_input)
        reprompt = GenQuestions.get_same_question(handler_input)

        speech_list += Pauser.make_ms_pause_level_list(ms_incorrect, 1,
                                                       ms_retry_question)

        SessionStats.update_consecutive_correct(handler_input, correct=False)
        ModeStats.update_mode_stats(handler_input, correct=False)

        logger.debug(speech_list)
        speech = ' '.join(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 6
0
    def handle(self, handler_input):
        logger.info("HAN  FP_CorrectAnswerHandler")
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input,
                                      correct=True,
                                      player_obj=player_obj)

        ms_congrats = CongratUtils.get_answer_congrats(handler_input,
                                                       player_obj=player_obj)
        ms_question = FPQuestions.get_question(handler_input)
        reprompt = FPQuestions.get_rephrased_question(handler_input)

        logger.debug(ms_congrats)

        if ms_congrats != "":
            speech_list += Pauser.make_ms_pause_level_list(
                ms_congrats, 1, ms_question)
        else:
            speech_list.append(ms_question)

        SessionStats.update_consecutive_correct(handler_input, correct=True)
        ModeStats.update_mode_stats(handler_input, correct=True)

        logger.debug(speech_list)
        speech = ' '.join(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 7
0
    def get_higher_table_difficulty(
        handler_input, 
        player_obj: object = None,
        tables: tuple = None,
        answered_tables: list = None
        ) -> float:
        """Returns z_score for the table with the highest difficulty.
        
        Difficulty is a constructed measure dependent on greatness of tables, 
        e.g., 6 > 5."""
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)
        if tables is None:
            tables = QuestionAttr.get_question_tables(handler_input, integers=True)
        if answered_tables is None:
            answered_tables = player_obj.get_answered_tables(integers = True)
            
        inflated_mean_table = mean(answered_tables) + 1
        higher_table = max( [int(table) for table in tables])

        z_score = calc_z_score(
            data_point= higher_table,
            data_mean = inflated_mean_table,
            data=  answered_tables,
            required_data_length= stats.data.SUF_ANSWERED_TABLES
        )
        return z_score
Ejemplo n.º 8
0
    def handle(self, handler_input):
        # type (HandlerInput) -> Response
        logger.info("HAN    ExitIntentHandler")
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)

        ## TODO: Implement sesh performance func.
        ms_session_performance = ExitUtils.get_ms_session_performance(
            handler_input)
        ms_exit = ExitUtils.get_ms_exit_game()

        speech_list.append(ms_session_performance)
        speech_list.append(ms_exit)

        speech = ' '.join(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)

        ## Attr management @ very end.
        ExitUtils.update_player_mode_statistics(handler_input, player_obj)
        PlayerDict.save_player_obj(handler_input, player_obj)

        ExitUtils.exit_skill_attr_management(handler_input)
        return (handler_input.response_builder.speak(speech).set_card(
            SimpleCard(card_title,
                       card_text)).set_should_end_session(True).response)
Ejemplo n.º 9
0
    def increment_fp_plays(handler_input, player_obj: object = None) -> None:
        """Increments fp_plays for player."""
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)

        player_obj.fp_plays += 1
        PlayerDict.save_player_obj(handler_input, player_obj)
        return
Ejemplo n.º 10
0
    def get_ms_welcome(handler_input) -> str:
        """Returns welcome message for Free Play mode."""
        player = PlayerDict.load_player_obj(handler_input)

        if player.fp_plays in [0, 1]:
            ms_welcome = free_play.data.MS_FP_FIRST_WELCOME
        elif not player.fp_plays % 4:
            ms_welcome = free_play.data.MS_FP_INCLUDE_PARAMS
        else:
            ms_welcome = free_play.data.MS_FP_WELCOME
        return MW_EXCITED_LOW.format(ms_welcome)
 def get_sm_z_score(handler_input, sm_score: int, player_obj: object = None) -> bool:
     """Returns z_score for the Survival mode score."""
     if not player_obj:
         player_obj = PlayerDict.load_player_obj(handler_input)
     
     sm_average_records = [int(num) for num in player_obj._sm_average_records]
     
     z_score = calc_z_score(
         data_point= sm_score,
         data = sm_average_records
     )
     return z_score
Ejemplo n.º 12
0
    def handle(self, handler_input):
        logger.info(
            f"SessionEndedRequest:   {handler_input.request_envelope.request.reason}"
        )

        player_obj = PlayerDict.load_player_obj(handler_input)
        ExitUtils.update_player_mode_statistics(handler_input, player_obj)
        PlayerDict.save_player_obj(handler_input, player_obj)

        ExitUtils.exit_skill_attr_management(handler_input)

        return handler_input.response_builder.response
Ejemplo n.º 13
0
    def handle(self, handler_input):
        logger.info("HAN    CP_StartHandler")
        player_obj = PlayerDict.load_player_obj(handler_input)

        ## Check Sufficient Data
        ## NOTE: make like to refacor this into a method that returns response object
        ## That will remove the nested loop below.
        answered_questions = player_obj.get_answered_questions()
        if answered_questions < custom_practice.data.MIN_DATA_REQUIRED:
            prompt, reprompt = (HelpUtils.get_q_what_todo() for _ in range(2))

            speech_list = (
                CP_Welcome.get_ms_need_more_data(answered_questions),
                2,
                prompt,
            )

        else:
            CP_Attr.set_attr_start_cp(handler_input)
            CP_Attr.set_tbl_mean_err_list_attr(
                handler_input, player_obj)  # used in practice type

            ms_welcome = CP_Welcome.get_ms_welcome(handler_input, player_obj)

            practice_type = CP_PracticeType.get_practice_type(
                handler_input, allow_incorrect_problems=True)
            CP_Attr.save_practice_type(handler_input, practice_type)
            CP_Attr.set_pract_type_attr(handler_input, player_obj,
                                        practice_type)
            CP_Attr.update_last_question_attr(handler_input, correct=True)

            ms_practice_intro = CP_PractIntro.get_ms_practice_type_intro(
                handler_input, practice_type)
            question = CP_Questions.get_question(handler_input,
                                                 player_obj,
                                                 practice_type,
                                                 first_question=True)
            reprompt = GenQuestions.get_same_question(handler_input)
            speech_list = (
                ms_welcome,
                2.5,
                ms_practice_intro,
                2,
                question,
            )

        speech = get_linear_nlg(speech_list)
        reprompt = GenQuestions.get_same_question(handler_input)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 14
0
    def handle(self, handler_input):
        logger.info("HAN    SM_WrongAnswerHandler")
        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(
            handler_input, correct = False, player_obj= player_obj)
        
        WrongAnswer.record_wrong_question(handler_input)

        ms_incorrect = IncorrectAnsUtils.get_buzz_and_incorrect()
        ms_correct_ans = GetAnswerSpeech.get_ms_answer(handler_input)
        ms_score = SMEndGame.get_ms_game_score(handler_input)

        ms_congrats = CongratUtils.get_player_congrats(handler_input, 1)
        ms_results = SMEndGame.get_ms_score_results(
            handler_input, player_obj= player_obj)
        ms_thanks = get_ms_thanks(handler_input, mode = True, excite=True)

        prompt, reprompt = (
            HelpUtils.get_q_what_todo() for _ in range(2))

        speech_list = (
            ms_incorrect,
            1,
            ms_correct_ans,
            2,
            ms_congrats,
            0.75,
            ms_score,            
            1.25,
            ms_results,
            1.75,
            ms_thanks,
            4.5,
            prompt,
        )
        
        SM_Attr.log_stats(handler_input)
        SessionStats.update_consecutive_correct(handler_input, correct= False)
        ModeStats.update_mode_stats(handler_input, correct= False)
        UserStats.update_player_sm_stats(handler_input, player_obj= player_obj)     #before translating mode stats
        SM_Attr.set_attr_end_survival_mode(handler_input)
        ModeStats.translate_mode_stats_to_sesh(handler_input)
        
        speech = get_linear_nlg(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)   
        return (
            handler_input.response_builder
                .speak(speech)
                .ask(reprompt)
                .set_card( SimpleCard( card_title, card_text))
                .response)
Ejemplo n.º 15
0
    def update_player_sc_stats(
        handler_input, sc_score_time: int, player_obj: object = None) -> None:
        """Updates the player's Speed Challenge stats."""
        attr = handler_input.attributes_manager.session_attributes
        sc_difficulty = attr['sc_difficulty']

        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)

        player_obj.set_sc_high_score(sc_difficulty, sc_score_time)
        player_obj.update_sc_average_record(sc_difficulty, sc_score_time)
        player_obj.sc_plays += 1
        
        return None
    def calculate_excite_level(handler_input,
                               player_obj: object = None,
                               survival_mode: bool = False) -> int:
        """Returns congratulations level to return to the user.

        Conditions checked:
        - Consecutive incorrect
        - Consecutive correct
        - If user has high (f) error on table
        - Table difficulty vs average table difficulty
        """
        attr = handler_input.attributes_manager.session_attributes

        consecutive_incorrect = attr.get('consecutive_incorrect', 0)
        consecutive_correct = attr.get('consecutive_correct', 0)
        consecutive_correct = (consecutive_correct +
                               1) if consecutive_correct is not None else 1
        excite_level = 0

        if consecutive_incorrect and (not survival_mode):
            return consecutive_incorrect - (1 - random.random())

        elif ((consecutive_correct) % 5 == 0) and (not survival_mode):
            return CongratLevel.get_level_consecutive_correct(
                consecutive_correct)

        tables = QuestionAttr.get_question_tables(handler_input,
                                                  integers=False)
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)

        ## Check table error frequency
        higher_f_error = UserStats.get_higher_table_error_freq(
            handler_input, player_obj=player_obj, tables=tables)
        logger.debug(f"higher_f_error   {higher_f_error}")

        if higher_f_error >= 1.5:  ## Arbitrary value. NOTE: Revist.
            return higher_f_error

        ## Check Relative Table difficulty
        higher_table_difficulty = UserStats.get_higher_table_difficulty(
            handler_input, player_obj=player_obj, tables=tables)
        logger.debug(f"higher_table_difficulty  {higher_table_difficulty}")
        if higher_table_difficulty > 1.5:
            return higher_table_difficulty

        return excite_level
Ejemplo n.º 17
0
    def handle(self, handler_input):
        logger.info("HAN    SC_FinishedChallengeHandler")
        speech_list = []

        SC_Attr.save_end_time(handler_input)
        sc_score_time = SC_Attr.get_sc_total_time(handler_input)

        player_obj = PlayerDict.load_player_obj(handler_input)

        SessionStats.update_consecutive_correct(handler_input, correct=True)
        ModeStats.update_mode_stats(handler_input, correct=True)
        UserStats.update_player_stats(handler_input,
                                      correct=True,
                                      player_obj=player_obj)

        ms_congrats = CongratUtils.get_player_congrats(handler_input, 2)
        ms_complete_time = SC_EndGame.get_ms_game_score(
            handler_input, sc_score_time)
        ms_score_results = SC_EndGame.get_ms_score_results(
            handler_input, sc_score_time=sc_score_time, player_obj=player_obj)
        ms_thanks = get_ms_thanks(handler_input, mode=True, excite=True)
        prompt, reprompt = (HelpUtils.get_q_what_todo() for _ in range(2))

        speech_list = (
            ms_congrats,
            1,
            ms_complete_time,
            1.5,
            ms_score_results,
            1.75,
            ms_thanks,
            4,
            prompt,
        )

        SC_Attr.log_sc_stats(handler_input)
        ModeStats.translate_mode_stats_to_sesh(handler_input)
        UserStats.update_player_sc_stats(handler_input,
                                         sc_score_time=sc_score_time,
                                         player_obj=player_obj)
        SC_Attr.set_attr_end_sc(handler_input)
        PlayerDict.save_player_obj(handler_input, player_obj)

        speech = get_linear_nlg(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 18
0
    def update_player_sm_stats(handler_input, player_obj: object = None) -> None:
        """Updates the player's Survival Mode stats."""
        attr = handler_input.attributes_manager.session_attributes
        mode = attr.get('mode', None)
        correct, _ = ModeStats.get_mode_stats(handler_input, mode= mode)

        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)
        
        if correct > player_obj.get_sm_high_score():
            player_obj.set_sm_high_score(correct)
        
        player_obj.update_sm_records(correct)
        player_obj.sm_plays += 1
        PlayerDict.save_player_obj(handler_input, player_obj)

        return None
Ejemplo n.º 19
0
    def update_player_stats(handler_input, correct: bool, player_obj: object = None) -> None:
        """Updates the user profile statistics.
        
        Increments the correct / incorrect counters.
        Updates the average tables and the info for each times table."""
        attr = handler_input.attributes_manager.session_attributes
        tables = attr['question']

        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)

        player_obj.increment_answer_counter(correct)
        player_obj.update_average_table(tables)
        player_obj.update_times_tables_info_dict(tables, correct)

        PlayerDict.save_player_obj(handler_input, player_obj)
        return
    def get_ms_question_intro(handler_input,
                              first_question: bool,
                              player_obj: object = None) -> str:
        """Returns message for the question introduction.
      
      NOTE: No confirmation in this mode."""
        attr = handler_input.attributes_manager.session_attributes

        flag_double_digits = attr.get('flag_double_digits', False)
        flag_upper_hit_avg = attr.get('flag_upper_hit_avg', False)
        flag_cntr_hit_avg = attr.get('flag_cntr_hit_avg', False)

        sm_upper = int(attr.get('sm_upper', 0))
        sm_center = int(sm_upper / 1.1)
        questions_answered = attr.get('questions_answered', 0)

        if first_question:
            return AllQuestionIntros.get_first_question_intro()

        elif (sm_upper == 10) and flag_double_digits:
            attr['flag_double_digits'] = False
            return SMQuestions.get_ms_upper_as_ten()

        ## Load objs to avoid repetitive loads.
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)
        answered_tables = player_obj.get_answered_tables(integers=True)
        inflated_average_table = int(
            mean(answered_tables)) + 2  ## Note a truth average

        log_all(sm_upper, sm_center, inflated_average_table,
                questions_answered)

        if (sm_upper == inflated_average_table - 2
            ) and flag_upper_hit_avg:  ## when sm_upper is uninflated_average.
            attr['flag_upper_hit_avg'] = False
            return SMQuestions.get_ms_upper_as_average_table()

        elif (sm_center == inflated_average_table) and flag_cntr_hit_avg:
            attr['flag_cntr_hit_avg'] = False
            return SMQuestions.get_ms_freq_average_table()

        return SMQuestions.get_ms_relative_difficulty(
            handler_input,
            player_obj=player_obj,
            answered_tables=answered_tables)
Ejemplo n.º 21
0
    def handle(self, handler_input):
        logger.info("HAN    ModeStatsHandler")
        attr = handler_input.attributes_manager.session_attributes
        speech_list = []
        player_obj = PlayerDict.load_player_obj(handler_input)

        mode = attr.get('mode', None)
        activity = SlotUtils.get_resolved_value(handler_input, 'activity')
        activity = activity if activity else mode
        difficulty = True

        if activity == 'survival':
            speech_list += ModeSpeech.get_ms_sm_stats(player_obj, activity)

        elif activity == 'speed':
            difficulty = SlotUtils.get_resolved_value(handler_input,
                                                      'difficulty')
            sc_difficulty = difficulty if difficulty else attr.get(
                'sc_difficulty', None)

            if (difficulty in speed_challenge.data.SC_DIFFICULTIES):
                speech_list += ModeSpeech.get_ms_sc_stats(
                    player_obj, sc_difficulty, activity)
            else:
                reprompt = ModeSpeech.get_ms_sc_what_difficulty()
                speech_list += reprompt
                reprompt = get_linear_nlg(reprompt)

        else:
            ms_can_tell_record = ModeSpeech.get_ms_can_tell_record()
            ms_example_saying = ModeSpeech.get_example_hear_records()
            speech_list = [ms_can_tell_record, 2, ms_example_saying]

            reprompt = HelpUtils.get_q_what_todo()

        if activity in ('survival', 'speed') and (difficulty):
            prompt, reprompt = (LastPrompt.get_last_prompt(handler_input)
                                for _ in range(2))
            speech_list += Pauser.make_ms_pause_level_list(3, prompt)

        speech = get_linear_nlg(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 22
0
    def handle(self, handler_input):
        logger.info("HAN    SC_CorrectAnswerHandler")

        ## TODO: Check sc attr and if anything needs to be incremented??
        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input,
                                      correct=True,
                                      player_obj=player_obj)

        question = SC_Questions.get_question(handler_input)
        reprompt = question

        SessionStats.update_consecutive_correct(handler_input, correct=True)
        ModeStats.update_mode_stats(handler_input, correct=True)

        speech = question
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 23
0
    def get_higher_table_error_freq(
        handler_input, 
        player_obj: object = None,
        tables: tuple = None
        ) -> float:
        """Returns z_score for the highest error tables."""
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)
        if tables is None:
            tables = QuestionAttr.get_question_tables(handler_input, integers=False)
        
        times_tables_info = player_obj.get_times_table_info()
        times_tables_mean_err_list = []
        
        for table in times_tables_info.keys():
            table_mean = float(times_tables_info[table]['mean'])
            table_data = times_tables_info[table]['table_data']

            if len(table_data) > stats.data.SUF_TABLE_DATA:
                times_tables_mean_err_list.append(1 - table_mean)   # inversed, so errors are higher.
        
        ## Exit if not enough data.
        if len(times_tables_mean_err_list) <= stats.data.SUF_ERR_LIST:
            return 0
        
        question_tables_err =  []
        for table in tables:
            table = str(table)
            table_info = float( times_tables_info[table]['mean'])
            table_info = (1 - table_info)   # inverse mean.
            question_tables_err.append( table_info)
        
        max_table_err = max(question_tables_err)
        z_score = calc_z_score(
            data_point= max_table_err,
            data= times_tables_mean_err_list,
        )

        return ( z_score)
Ejemplo n.º 24
0
    def handle(self, handler_input):
        logger.info("HAN    SC_StartHandler")
        speech_list = []

        SC_Attr.set_attr_start_sc(handler_input)
        player_obj = PlayerDict.load_player_obj(handler_input)
        difficulty = SlotUtils.get_resolved_value(handler_input, 'difficulty')

        if not difficulty:
            ms_welcome = SC_WelcomeUtils.get_ms_welcome(player_obj)
            q_difficulty, reprompt = (
                SC_Difficulty.get_q_sc_difficulty(player_obj)
                for _ in range(2))

            speech_list += Pauser.make_ms_pause_level_list(
                ms_welcome, 2, q_difficulty)

        elif difficulty:
            SC_Attr.set_sc_diff(handler_input, difficulty)
            ms_confirmation = ConfirmUtils.get_confirmation(True)
            ms_use_difficulty = SC_Difficulty.get_ms_using_difficulty(
                difficulty)

            SC_Questions.load_sc_questions(handler_input)
            ms_start_timer = SC_WelcomeUtils.get_ms_starting_time()
            question = SC_Questions.get_question(handler_input,
                                                 first_question=True)
            reprompt = question

            speech_list += Pauser.make_ms_pause_level_list(
                ms_confirmation, 0.5, ms_use_difficulty, 2, ms_start_timer,
                question)

            SC_Attr.save_start_time(handler_input)

        speech = ' '.join(speech_list)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)
Ejemplo n.º 25
0
    def get_ms_score_results(handler_input, player_obj: object = None) -> str:
        """Returns message about the user's relative SM score."""
        attr = handler_input.attributes_manager.session_attributes

        mode = attr.get('mode', None)
        if not player_obj:
            player_obj = PlayerDict.load_player_obj(handler_input)
        sm_high_score = player_obj.get_sm_high_score()
        sm_score, _ = ModeStats.get_mode_stats(handler_input, mode= mode)

        if SM_Attr.check_sm_highscore(sm_high_score, sm_score):

            if SM_Attr.check_first_highscore(sm_high_score, sm_score):
                return SMEndGame.get_ms_first_highscore(sm_score)
            
            return SMEndGame.get_ms_new_highscore(sm_score, sm_high_score)

        elif SM_Attr.check_sm_tie_highscore(sm_high_score, sm_score):
            return SMEndGame.get_ms_tied_highscore(sm_high_score)

        else:
            return SMEndGame.get_ms_relative_attempt_success(
                handler_input, sm_score, player_obj= player_obj)
Ejemplo n.º 26
0
    def handle(self, handler_input):
        logger.info("HAN    CP_NextPracticeHandler")
        attr = handler_input.attributes_manager.session_attributes
        speech_list = []

        player_obj = PlayerDict.load_player_obj(handler_input)
        UserStats.update_player_stats(handler_input,
                                      correct=True,
                                      player_obj=player_obj)

        CP_Attr.set_attr_new_practice(handler_input)
        CP_Attr.set_tbl_mean_err_list_attr(handler_input, player_obj)

        practice_type = attr['practice_type']
        ms_end_pract_type = CP_PractEnd.get_ms_practice_type_end(
            handler_input, practice_type=practice_type)

        if practice_type == custom_practice.data.PRACT_TYPES[0]:
            CP_Attr.remove_question_from_incorrect_questions(handler_input)

        ms_congrats = CongratUtils.get_player_congrats(handler_input)

        if practice_type != custom_practice.data.PRACT_TYPES[-1]:

            practice_type = CP_PracticeType.get_practice_type(
                handler_input, allow_incorrect_problems=False)
            CP_Attr.save_practice_type(handler_input, practice_type)
            CP_Attr.set_pract_type_attr(handler_input, player_obj,
                                        practice_type)
            CP_Attr.update_last_question_attr(handler_input, correct=True)

            ms_practice_intro = CP_PractIntro.get_ms_practice_type_intro(
                handler_input, practice_type=practice_type)
            question = CP_Questions.get_question(handler_input,
                                                 player_obj,
                                                 practice_type,
                                                 first_question=True)
            reprompt = GenQuestions.get_same_question(handler_input)

            speech_list = (
                ms_congrats,
                0.5,
                ms_end_pract_type,
                2.5,
                ms_practice_intro,
                2,
                question,
            )
        else:
            UserStats.update_player_cp_stats(handler_input, player_obj)
            prompt, reprompt = (HelpUtils.get_q_what_todo() for _ in range(2))

            speech_list = (ms_congrats, 0.5, ms_end_pract_type, 2, prompt)

        SessionStats.update_consecutive_correct(handler_input, True)
        ModeStats.update_mode_stats(handler_input, True)
        PlayerDict.save_player_obj(handler_input, player_obj)

        speech = get_linear_nlg(speech_list)
        reprompt = GenQuestions.get_same_question(handler_input)
        card_title, card_text = CardFuncs.get_card_info(handler_input, speech)
        return (handler_input.response_builder.speak(speech).ask(
            reprompt).set_card(SimpleCard(card_title, card_text)).response)