async def test_formbot_example():
sys.path.append("examples/formbot/")
p = "examples/formbot/"
stories = os.path.join(p, "data", "stories.md")
endpoint = EndpointConfig("https://example.com/webhooks/actions")
endpoints = AvailableEndpoints(action=endpoint)
agent = await train(
os.path.join(p, "domain.yml"),
stories,
os.path.join(p, "models", "dialogue"),
endpoints=endpoints,
policy_config="rasa/core/default_config.yml",
)
response = {
"events": [
{
"event": "form",
"name": "restaurant_form",
"timestamp": None
},
{
"event": "slot",
"timestamp": None,
"name": "requested_slot",
"value": "cuisine",
},
],
"responses": [{
"template": "utter_ask_cuisine"
}],
}
with aioresponses() as mocked:
mocked.post("https://example.com/webhooks/actions",
payload=response,
repeat=True)
responses = await agent.handle_text("/request_restaurant")
assert responses[0]["text"] == "what cuisine?"
response = {
"error": "Failed to validate slot cuisine with action restaurant_form",
"action_name": "restaurant_form",
}
with aioresponses() as mocked:
# noinspection PyTypeChecker
mocked.post(
"https://example.com/webhooks/actions",
repeat=True,
exception=ClientResponseError(400, "", json.dumps(response)),
)
responses = await agent.handle_text("/chitchat")
assert responses[0]["text"] == "chitchat"
async def test_formbot_example():
sys.path.append("examples/formbot/")
p = "examples/formbot/"
stories = os.path.join(p, "data", "stories.md")
endpoint = EndpointConfig("https://example.com/webhooks/actions")
endpoints = AvailableEndpoints(action=endpoint)
agent = await train(os.path.join(p, "domain.yml"),
stories,
os.path.join(p, "models", "dialogue"),
endpoints=endpoints,
policy_config="rasa/core/default_config.yml")
response = {
'events': [{
'event': 'form',
'name': 'restaurant_form',
'timestamp': None
}, {
'event': 'slot',
'timestamp': None,
'name': 'requested_slot',
'value': 'cuisine'
}],
'responses': [{
'template': 'utter_ask_cuisine'
}]
}
with aioresponses() as mocked:
mocked.post('https://example.com/webhooks/actions',
payload=response,
repeat=True)
responses = await agent.handle_text("/request_restaurant")
assert responses[0]['text'] == 'what cuisine?'
response = {
"error": "Failed to validate slot cuisine with action "
"restaurant_form",
"action_name": "restaurant_form"
}
with aioresponses() as mocked:
# noinspection PyTypeChecker
mocked.post('https://example.com/webhooks/actions',
repeat=True,
exception=ClientResponseError(400, "",
json.dumps(response)))
responses = await agent.handle_text("/chitchat")
assert responses[0]['text'] == 'chitchat'
async def mock_form_unhappy_path(input_text, output_text, slot):
response_error = {
"error": f"Failed to extract slot {slot} with action restaurant_form",
"action_name": "restaurant_form",
}
with aioresponses() as mocked:
# noinspection PyTypeChecker
mocked.post(
"https://example.com/webhooks/actions",
repeat=True,
exception=ClientResponseError(400, "", json.dumps(response_error)),
)
responses = await agent.handle_text(input_text)
assert responses[0]["text"] == output_text
async def test_remote_action_endpoint_responds_400(
default_channel, default_nlg, default_tracker, default_domain
):
endpoint = EndpointConfig("https://example.com/webhooks/actions")
remote_action = action.RemoteAction("my_action", endpoint)
with aioresponses() as mocked:
# noinspection PyTypeChecker
mocked.post(
"https://example.com/webhooks/actions",
exception=ClientResponseError(400, None, '{"action_name": "my_action"}'),
)
with pytest.raises(Exception) as execinfo:
await remote_action.run(
default_channel, default_nlg, default_tracker, default_domain
)
assert execinfo.type == ActionExecutionRejection
assert "Custom action 'my_action' rejected to run" in str(execinfo.value)
async def mock_form_unhappy_path(input_text: Text, output_text: Text,
slot: Optional[Text]) -> None:
response_error = {
"error":
f"Failed to extract slot {slot} with action restaurant_form",
"action_name": "restaurant_form",
}
with aioresponses() as mocked:
# Request which rejects form execution
mocked.post(
"https://example.com/webhooks/actions",
repeat=False,
exception=ClientResponseError(400, "",
json.dumps(response_error)),
)
# Request after returning from unhappy path which sets next requested slot
mocked.post(
"https://example.com/webhooks/actions",
payload=response_for_slot(slot),
repeat=True,
)
responses = await form_bot_agent.handle_text(input_text)
assert responses[0]["text"] == output_text
async def test_remote_action_endpoint_responds_400(
default_dispatcher_collecting,
default_domain):
tracker = DialogueStateTracker("default",
default_domain.slots)
endpoint = EndpointConfig("https://example.com/webhooks/actions")
remote_action = action.RemoteAction("my_action", endpoint)
with aioresponses() as mocked:
# noinspection PyTypeChecker
mocked.post(
'https://example.com/webhooks/actions',
exception=ClientResponseError(
400, None, '{"action_name": "my_action"}'))
with pytest.raises(Exception) as execinfo:
await remote_action.run(default_dispatcher_collecting,
tracker,
default_domain)
assert execinfo.type == ActionExecutionRejection
assert "Custom action 'my_action' rejected to run" in str(execinfo.value)