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)
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 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)
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
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
def handle(self, handler_input):
logger.info("HAN CreateUserProfileHandler")
user_name = SlotUtils.get_first_slot_value(handler_input)
if not user_name:
logger.info("HAN RetryUserName")
ms_welcome = UserProfileUtils.get_ms_welcome(handler_input)
ms_retry_name = UserProfileUtils.get_ms_did_not_hear_name()
prompt, reprompt = (
UserProfileUtils.get_q_retry_name() for _ in range(2))
prompt = CardFuncs.format_prompt(prompt)
speech_list = (
ms_welcome,
0.5,
ms_retry_name,
1.75,
prompt
)
else:
logger.info("HAN CreatedProfile")
UserProfileUtils.set_sesh_attr(handler_input, user_name)
PlayerDict.create_new_player(handler_input, user_name)
ms_confirm = ConfirmUtils.get_player_confirmation(handler_input)
ms_created_first_profile = UserProfileUtils.get_ms_created_first_profile(handler_input)
ms_overview = HelpUtils.get_ms_act_descript()
prompt, reprompt = (
HelpUtils.get_q_what_todo() for _ in range(2))
prompt = CardFuncs.format_prompt(prompt)
speech_list = (
ms_confirm,
1,
ms_created_first_profile,
3,
ms_overview,
2.25,
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)
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
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)
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)
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)
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)
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)
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
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_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
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)
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)
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
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)
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)
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)
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)
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)
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)
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)