async def get_domain(self) -> Domain:
domain = await super().get_domain()
self.chitchat_domain = Domain.from_file(
self.helper.get_param("domain_data_file",
"data/chitchat_domain.yml"))
domain = domain.merge(self.chitchat_domain, False)
return domain
def user_history(self, *args, **kwargs):
json_data = json.load(
open("tests/testing_data/history/conversation.json"))
domain = Domain.from_file("tests/testing_data/initial/domain.yml")
return (DialogueStateTracker.from_dict(
"5e564fbcdcf0d5fad89e3acd", json_data['events'],
domain.slots).as_dialogue().events)
async def get_response(self, request):
"""Train the engine.
"""
if self.config.get('domain') is None:
self.config.setdefault(
'domain',
Domain.from_file("data/" + self.config['skill-id'] +
"/core/model"))
self.config.setdefault(
'tracker_store',
ArcusTrackerStore(self.config.get('domain'), self.asm))
domain = self.config.get('domain')
tracker_store = self.config.get('tracker_store')
nlg = NaturalLanguageGenerator.create(None, domain)
policy_ensemble = SimplePolicyEnsemble.load("data/" +
self.config['skill-id'] +
"/core")
interpreter = LocalNLUInterpreter(request)
url = 'http://localhost:8080/api/v1/skill/generic_action'
processor = MessageProcessor(interpreter,
policy_ensemble,
domain,
tracker_store,
nlg,
action_endpoint=EndpointConfig(url),
message_preprocessor=None)
message_nlu = UserMessage(request['text'],
None,
request['user'],
input_channel=request['channel'])
result = await processor.handle_message(message_nlu)
if result is not None and len(result) > 0:
return {"text": result[0]['text']}
else:
_LOGGER.info(result)
return {"text": "error"}
def get_tracker_and_domain_data(self, *args, **kwargs):
domain = Domain.from_file("tests/testing_data/initial/domain.yml")
return domain, MongoTrackerStore(
domain, host="mongodb://192.168.100.140:27019")
async def get_domain(self) -> Domain:
# domain_as_yaml = self.get_content("domain.yml")
# return Domain.from_yaml(domain_as_yaml)
return Domain.from_file("domain.yml")
