def __init__(self, generate_prompts):
configs = []
if not Settings.config.has_option("DEFAULT", "domains"):
logger.error("You must specify the domains under the DEFAULT section of the config")
domains = Settings.config.get("DEFAULT", "domains")
logger.info("--Simulating dialogues over the domains: ", domains)
self.possible_domains = domains.split(",")
DomainUtils.checkDomainStrings(domainStrings=self.possible_domains)
self.maxTurns = 30
if Settings.config.has_option("simulate", "maxturns"):
configs.append("maxturns")
self.maxTurns = Settings.config.getint("simulate", "maxturns")
self.forceNullPositive = False
if Settings.config.has_option("simulate", "forcenullpositive"):
configs.append("forcenullpositive")
self.forceNullPositive = Settings.config.getboolean("simulate", "forcenullpositive")
conf_scorer_name = "additive"
if Settings.config.has_option("simulate", "confscorer"):
conf_scorer_name = Settings.config.get("simulate", "confscorer")
if Settings.config.has_section("simulate"):
for opt in Settings.config.options("simulate"):
if opt not in configs and opt not in Settings.config.defaults():
logger.error("Invalid config: " + opt)
# [MultiDomain?] Dialogue Management/policy.
# -----------------------------------------
self.topic_manager = TopicManager.TopicManager()
# Simulated User.
# -----------------------------------------
# TODO - deal with multi domain simulation - whilst changing Settings.py ill just pass domain here for now
logger.debug("simulate.py -- XXXXXXX -- directly passing domain name in simulate at present...")
self.simulator = UserSimulator.SimulatedUsersManager(domainStrings=self.possible_domains)
# Error Simulator.
# -----------------------------------------
# TODO - it is a hack for now passing the domain string directly from config via self.possible_domains. look at this
# self.errorSimulator = ErrorSimulator.CuedErrorSimulator(conf_scorer_name, domainString=self.possible_domains[0])
self.errorSimulator = ErrorSimulator.SimulatedErrorManager(conf_scorer_name, self.possible_domains)
# SemO.
# -----------------------------------------
self.semoClass = None
if generate_prompts:
self.semo_name = "PassthroughSemO"
if Settings.config.has_option("hub", "semo"):
self.semo_name = Settings.config.get("hub", "semo")
# SemO.
if self.semo_name == "PassthroughSemO":
self.semoClass = SemO.PassthroughSemO()
elif self.semo_name == "BasicSemO":
self.semoClass = SemO.BasicSemO()
else:
logger.warning("Invalid SemO: %s. Using PassthroughSemO." % self.semo_name)
self.semoClass = SemO.PassthroughSemO()
# Evaluation Manager.
# -----------------------------------------
self.evaluator = Evaluation.EvaluationManager(self.possible_domains)
def __init__(self, generate_prompts):
configs = []
if not Settings.config.has_option("DEFAULT", "domains"):
logger.error(
"You must specify the domains under the DEFAULT section of the config"
)
domains = Settings.config.get("DEFAULT", 'domains')
logger.info('--Simulating dialogues over the domains: ', domains)
self.possible_domains = domains.split(',')
DomainUtils.checkDomainStrings(domainStrings=self.possible_domains)
self.maxTurns = 30
if Settings.config.has_option("simulate", "maxturns"):
configs.append('maxturns')
self.maxTurns = Settings.config.getint("simulate", "maxturns")
self.forceNullPositive = False
if Settings.config.has_option("simulate", "forcenullpositive"):
configs.append('forcenullpositive')
self.forceNullPositive = Settings.config.getboolean(
"simulate", "forcenullpositive")
conf_scorer_name = 'additive'
if Settings.config.has_option('simulate', 'confscorer'):
conf_scorer_name = Settings.config.get('simulate', 'confscorer')
if Settings.config.has_section('simulate'):
for opt in Settings.config.options('simulate'):
if opt not in configs and opt not in Settings.config.defaults(
):
logger.error('Invalid config: ' + opt)
# [MultiDomain?] Dialogue Management/policy.
#-----------------------------------------
self.topic_manager = TopicManager.TopicManager()
# Simulated User.
#-----------------------------------------
# TODO - deal with multi domain simulation - whilst changing Settings.py ill just pass domain here for now
logger.debug(
'simulate.py -- XXXXXXX -- directly passing domain name in simulate at present...'
)
self.simulator = UserSimulator.SimulatedUsersManager(
domainStrings=self.possible_domains)
# Error Simulator.
#-----------------------------------------
# TODO - it is a hack for now passing the domain string directly from config via self.possible_domains. look at this
#self.errorSimulator = ErrorSimulator.CuedErrorSimulator(conf_scorer_name, domainString=self.possible_domains[0])
self.errorSimulator = ErrorSimulator.SimulatedErrorManager(
conf_scorer_name, self.possible_domains)
# SemO.
#-----------------------------------------
self.semoClass = None
if generate_prompts:
self.semo_name = 'PassthroughSemO'
if Settings.config.has_option('hub', 'semo'):
self.semo_name = Settings.config.get('hub', 'semo')
# SemO.
if self.semo_name == 'PassthroughSemO':
self.semoClass = SemO.PassthroughSemO()
elif self.semo_name == 'BasicSemO':
self.semoClass = SemO.BasicSemO()
else:
logger.warning('Invalid SemO: %s. Using PassthroughSemO.' %
self.semo_name)
self.semoClass = SemO.PassthroughSemO()
# Evaluation Manager.
#-----------------------------------------
self.evaluator = Evaluation.EvaluationManager(self.possible_domains)
