def test_validate_files_form_slots_not_matching(tmp_path: Path):
domain_file_name = tmp_path / "domain.yml"
domain_file_name.write_text("""
version: "3.0"
forms:
name_form:
required_slots:
- first_name
- last_name
slots:
first_name:
type: text
mappings:
- type: from_text
last_nam:
type: text
mappings:
- type: from_text
""")
args = {
"domain": domain_file_name,
"data": None,
"max_history": None,
"config": None,
}
with pytest.raises(SystemExit):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
def test_validate_files_invalid_slot_mappings(tmp_path: Path):
domain = tmp_path / "domain.yml"
slot_name = "started_booking_form"
domain.write_text(f"""
version: "3.0"
intents:
- activate_booking
entities:
- city
slots:
{slot_name}:
type: bool
influence_conversation: false
mappings:
- type: from_trigger_intent
intent: activate_booking
value: true
location:
type: text
mappings:
- type: from_entity
entity: city
forms:
booking_form:
required_slots:
- location
""")
args = {
"domain": str(domain),
"data": None,
"max_history": None,
"config": None,
}
with pytest.raises(SystemExit):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
def test_validate_files_with_active_loop_null(
file_type: Text, data_type: Text, tmp_path: Path
):
file_name = tmp_path / f"{file_type}.yml"
file_name.write_text(
f"""
version: "{LATEST_TRAINING_DATA_FORMAT_VERSION}"
{file_type}:
- {data_type}: test path
steps:
- intent: request_restaurant
- action: restaurant_form
- active_loop: restaurant_form
- active_loop: null
- action: action_search_restaurants
"""
)
args = {
"domain": "data/test_domains/restaurant_form.yml",
"data": [file_name],
"max_history": None,
"config": None,
"fail_on_warnings": False,
}
with pytest.warns(None):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
def test_validate_files_exit_early():
with pytest.raises(SystemExit) as pytest_e:
args = {
"domain": "data/test_domains/duplicate_intents.yml",
"data": None
}
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
assert pytest_e.type == SystemExit
assert pytest_e.value.code == 1
def test_validate_files_invalid_domain():
args = {
"domain": "data/test_domains/default_with_mapping.yml",
"data": None,
"max_history": None,
"config": None,
}
with pytest.raises(SystemExit):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
with pytest.warns(UserWarning) as w:
assert "Please migrate to RulePolicy." in str(w[0].message)
def test_data_validate_stories_with_max_history_zero(monkeypatch: MonkeyPatch):
parser = argparse.ArgumentParser()
subparsers = parser.add_subparsers(help="Rasa commands")
data.add_subparser(subparsers, parents=[])
args = parser.parse_args(["data", "validate", "stories", "--max-history", 0])
async def mock_from_importer(importer: TrainingDataImporter) -> Validator:
return Mock()
monkeypatch.setattr("rasa.validator.Validator.from_importer", mock_from_importer)
with pytest.raises(argparse.ArgumentTypeError):
data.validate_files(args)
def test_validate_files_action_not_found_invalid_domain(
file_type: Text, data_type: Text, tmp_path: Path):
file_name = tmp_path / f"{file_type}.yml"
file_name.write_text(f"""
version: "3.0"
{file_type}:
- {data_type}: test path
steps:
- intent: goodbye
- action: action_test
""")
args = {
"domain": "data/test_moodbot/domain.yml",
"data": [file_name],
"max_history": None,
"config": None,
}
with pytest.raises(SystemExit):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
def test_validate_files_with_active_loop_null(tmp_path: Path):
file_name = tmp_path / "rules.yml"
file_name.write_text("""
version: "3.0"
rules:
- rule: test path
steps:
- intent: request_restaurant
- action: restaurant_form
- active_loop: null
""")
args = {
"domain": "data/test_restaurantbot/domain.yml",
"data": [file_name],
"max_history": None,
"config": None,
"fail_on_warnings": False,
}
with pytest.warns(None):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))
def test_validate_files_form_not_found_invalid_domain(
file_type: Text, data_type: Text, tmp_path: Path
):
file_name = tmp_path / f"{file_type}.yml"
file_name.write_text(
f"""
version: "{LATEST_TRAINING_DATA_FORMAT_VERSION}"
{file_type}:
- {data_type}: test path
steps:
- intent: request_restaurant
- action: restaurant_form
- active_loop: restaurant_form
"""
)
args = {
"domain": "data/test_restaurantbot/domain.yml",
"data": [file_name],
"max_history": None,
"config": None,
}
with pytest.raises(SystemExit):
data.validate_files(namedtuple("Args", args.keys())(*args.values()))