def test_api_response():
from rasa_nlu.emulators.api import ApiEmulator
em = ApiEmulator()
data = {
"text":
"I want italian food",
"intent": {
"name": "inform",
"confidence": 0.4794813722432127
},
"entities": [{
"entity": "cuisine",
"value": "italian",
"start": 7,
"end": 14
}]
}
norm = em.normalise_response_json(data)
assert norm == {
"id": norm["id"],
"result": {
"action": None,
"actionIncomplete": None,
"contexts": [],
"fulfillment": {},
"metadata": {
"intentId": norm["result"]["metadata"]["intentId"],
"intentName": {
"confidence": data["intent"]["confidence"],
"name": data["intent"]["name"]
},
"webhookUsed": "false"
},
"parameters": {
"cuisine": ["italian"]
},
"resolvedQuery": data["text"],
"score": None,
"source": "agent"
},
"sessionId": norm["sessionId"],
"status": {
"code": 200,
"errorType": "success"
},
"timestamp": norm["timestamp"]
}
def test_api_response():
from rasa_nlu.emulators.api import ApiEmulator
em = ApiEmulator()
data = {
"text": "I want italian food",
"intent": {"name": "inform", "confidence": 0.4794813722432127},
"entities": [{"entity": "cuisine", "value": "italian", "start": 7, "end": 14}]
}
norm = em.normalise_response_json(data)
assert norm == {
"id": norm["id"],
"result": {
"action": None,
"actionIncomplete": None,
"contexts": [],
"fulfillment": {},
"metadata": {
"intentId": norm["result"]["metadata"]["intentId"],
"intentName": {
"confidence": data["intent"]["confidence"],
"name": data["intent"]["name"]
},
"webhookUsed": "false"
},
"parameters": {
"cuisine": [
"italian"
]
},
"resolvedQuery": data["text"],
"score": None,
"source": "agent"
},
"sessionId": norm["sessionId"],
"status": {
"code": 200,
"errorType": "success"
},
"timestamp": norm["timestamp"]
}
def __create_emulator(self):
mode = self.config['emulate']
if mode is None:
from rasa_nlu.emulators import NoEmulator
return NoEmulator()
elif mode.lower() == 'wit':
from rasa_nlu.emulators.wit import WitEmulator
return WitEmulator()
elif mode.lower() == 'luis':
from rasa_nlu.emulators.luis import LUISEmulator
return LUISEmulator()
elif mode.lower() == 'api':
from rasa_nlu.emulators.api import ApiEmulator
return ApiEmulator()
else:
raise ValueError("unknown mode : {0}".format(mode))
def __create_emulator(self):
"""Sets which NLU webservice to emulate among those supported by Rasa"""
mode = self.config['emulate']
if mode is None:
from rasa_nlu.emulators import NoEmulator
return NoEmulator()
elif mode.lower() == 'wit':
from rasa_nlu.emulators.wit import WitEmulator
return WitEmulator()
elif mode.lower() == 'luis':
from rasa_nlu.emulators.luis import LUISEmulator
return LUISEmulator()
elif mode.lower() == 'api':
from rasa_nlu.emulators.api import ApiEmulator
return ApiEmulator()
else:
raise ValueError("unknown mode : {0}".format(mode))
def test_api_request():
from rasa_nlu.emulators.api import ApiEmulator
em = ApiEmulator()
norm = em.normalise_request_json({"q": ["arb text"]})
assert norm == {"text": "arb text", "model": "default"}
def test_api_request():
from rasa_nlu.emulators.api import ApiEmulator
em = ApiEmulator()
norm = em.normalise_request_json({"q": ["arb text"]})
assert norm == {"text": "arb text", "model": "default", "time": None}