def create_json_from_template(domain: JSONLookupDomain,
template_filename: str):
template = RegexFile(template_filename, domain)
domain_name = domain.get_domain_name()
_write_dict_to_file(_create_request_json(domain, template),
f'{domain_name}RequestRules.json')
_write_dict_to_file(_create_inform_json(domain, template),
f'{domain_name}InformRules.json')
def __init__(self,
domain: JSONLookupDomain = None,
subgraph=None,
logger: DiasysLogger = DiasysLogger()):
super(MLBST, self).__init__(domain, subgraph, logger=logger)
self.path_to_data_folder = os.path.join(os.path.realpath(os.curdir),
"modules", "bst", "ml")
self.primary_key = domain.get_domain_name()
self.data_mappings = DSTC2Data(
path_to_data_folder=self.path_to_data_folder,
preprocess=False,
load_train_data=False)
self.inf_trackers = {}
self.req_trackers = {}
for inf_slot in domain.get_informable_slots():
self._load_inf_model(inf_slot)
for req_slot in domain.get_requestable_slots():
self._load_req_model(req_slot)
def __init__(self, domain: JSONLookupDomain, logger: DiasysLogger = DiasysLogger(),
language: Language = None):
"""
Loads
- domain key
- informable slots
- requestable slots
- domain-independent regular expressions
- domain-specific regualer espressions
It sets the previous system act to None
Args:
domain {domain.jsonlookupdomain.JSONLookupDomain} -- Domain
"""
Service.__init__(self, domain=domain)
self.logger = logger
self.language = language if language else Language.ENGLISH
# Getting domain information
self.domain_name = domain.get_domain_name()
self.domain_key = domain.get_primary_key()
# Getting lists of informable and requestable slots
self.USER_INFORMABLE = domain.get_informable_slots()
self.USER_REQUESTABLE = domain.get_requestable_slots()
# Getting the relative path where regexes are stored
self.base_folder = os.path.join(get_root_dir(), 'resources', 'nlu_regexes')
# Setting previous system act to None to signal the first turn
# self.prev_sys_act = None
self.sys_act_info = {
'last_act': None, 'lastInformedPrimKeyVal': None, 'lastRequestSlot': None}
self.language = Language.ENGLISH
self._initialize()
def __init__(self,
domain: JSONLookupDomain,
subgraph=None,
logger: DiasysLogger = DiasysLogger(),
language: Language = None):
"""
Loads
- domain key
- informable slots
- requestable slots
- domain-independent regular expressions
- domain-specific regualer espressions
It sets the previous system act to None
Args:
domain {domain.jsonlookupdomain.JSONLookupDomain} -- Domain
subgraph {[type]} -- [see modules.Module] (default: {None})
logger:
"""
super(HandcraftedNLU, self).__init__(domain, None, logger=logger)
self.language = language if language else Language.ENGLISH
# Getting domain information
self.domain_name = domain.get_domain_name()
self.domain_key = domain.get_primary_key()
# Getting lists of informable and requestable slots
self.USER_INFORMABLE = domain.get_informable_slots()
self.USER_REQUESTABLE = domain.get_requestable_slots()
# Getting the relative path where regexes are stored
self.base_folder = os.path.join(get_root_dir(), 'resources', 'regexes')
# Setting previous system act to None to signal the first turn
self.prev_sys_act = None