def test_label_fingerprints(message: Message):
training_data1 = TrainingData(
[
Message({INTENT: "intent1"}),
Message({ENTITIES: [{"entity": "entity1"}]}),
Message({ACTION_NAME: "action_name1"}),
]
)
training_data2 = training_data1.merge(TrainingData([message]))
assert training_data1.label_fingerprint() != training_data2.label_fingerprint()
def test_preprocess_selector_multiple_retrieval_intents(
response_selector_training_data: TrainingData,
create_response_selector: Callable[[Dict[Text, Any]], ResponseSelector],
):
training_data_extra_intent = TrainingData([
Message.build(text="Is it possible to detect the version?",
intent="faq/q1"),
Message.build(text="How can I get a new virtual env", intent="faq/q2"),
])
training_data = response_selector_training_data.merge(
training_data_extra_intent)
response_selector = create_response_selector({})
response_selector.preprocess_train_data(training_data)
assert sorted(
response_selector.all_retrieval_intents) == ["chitchat", "faq"]