def test_different_story_order_doesnt_change_nlu_training_data(
default_importer: E2EImporter, ):
stories = [
StoryStep(events=[
UserUttered(intent={"name": "greet"}),
ActionExecuted("utter_greet_from_stories"),
ActionExecuted("hi", action_text="hi"),
]),
StoryStep(events=[
UserUttered("bye", {"name": "bye"}),
ActionExecuted("utter_greet"),
ActionExecuted("hi", action_text="hi"),
ActionExecuted("bye", action_text="bye"),
]),
]
def mocked_stories(*_: Any, **__: Any) -> StoryGraph:
return StoryGraph(stories)
# Patch to return our test stories
default_importer.importer.get_stories = mocked_stories
training_data = default_importer.get_nlu_data()
# Pretend the order of the stories changed. This should have no
# effect on the NLU training data
stories = list(reversed(stories))
# Make sure importer doesn't cache stories
default_importer._cached_stories = None
training_data2 = default_importer.get_nlu_data()
assert hash(training_data) == hash(training_data2)
async def test_adding_e2e_actions_to_domain(project: Text):
config_path = os.path.join(project, DEFAULT_CONFIG_PATH)
domain_path = os.path.join(project, DEFAULT_DOMAIN_PATH)
default_data_path = os.path.join(project, DEFAULT_DATA_PATH)
existing = TrainingDataImporter.load_from_dict({}, config_path,
domain_path,
[default_data_path])
additional_actions = ["Hi Joey.", "it's sunny outside."]
stories = StoryGraph([
StoryStep(events=[
UserUttered("greet_from_stories", {"name": "greet_from_stories"}),
ActionExecuted("utter_greet_from_stories"),
]),
StoryStep(events=[
UserUttered("how are you doing?", {"name": "greet_from_stories"}),
ActionExecuted(additional_actions[0],
action_text=additional_actions[0]),
ActionExecuted(additional_actions[1],
action_text=additional_actions[1]),
ActionExecuted(additional_actions[1],
action_text=additional_actions[1]),
]),
])
# Patch to return our test stories
existing.get_stories = asyncio.coroutine(lambda *args: stories)
importer = E2EImporter(existing)
domain = await importer.get_domain()
assert all(action_name in domain.action_names
for action_name in additional_actions)
def test_adding_e2e_actions_to_domain(default_importer: E2EImporter):
additional_actions = ["Hi Joey.", "it's sunny outside."]
stories = StoryGraph([
StoryStep(events=[
UserUttered("greet_from_stories", {"name": "greet_from_stories"}),
ActionExecuted("utter_greet_from_stories"),
]),
StoryStep(events=[
UserUttered("how are you doing?", {"name": "greet_from_stories"}),
ActionExecuted(additional_actions[0],
action_text=additional_actions[0]),
ActionExecuted(additional_actions[1],
action_text=additional_actions[1]),
ActionExecuted(additional_actions[1],
action_text=additional_actions[1]),
]),
])
def mocked_stories(*_: Any, **__: Any) -> StoryGraph:
return stories
# Patch to return our test stories
default_importer.importer.get_stories = mocked_stories
domain = default_importer.get_domain()
assert all(action_name in domain.action_names_or_texts
for action_name in additional_actions)
async def test_without_additional_e2e_examples(tmp_path: Path):
domain_path = tmp_path / "domain.yml"
domain_path.write_text(Domain.empty().as_yaml())
config_path = tmp_path / "config.yml"
config_path.touch()
existing = TrainingDataImporter.load_from_dict(
{}, str(config_path), str(domain_path), []
)
stories = StoryGraph(
[
StoryStep(
events=[
UserUttered(None, {"name": "greet_from_stories"}),
ActionExecuted("utter_greet_from_stories"),
]
)
]
)
# Patch to return our test stories
existing.get_stories = asyncio.coroutine(lambda *args: stories)
importer = E2EImporter(existing)
training_data = await importer.get_nlu_data()
assert training_data.training_examples
assert not training_data.is_empty()
assert len(training_data.nlu_examples) == 0