async def test_events_schema(
monkeypatch: MonkeyPatch, default_agent: Agent, config_path: Text
):
# this allows us to patch the printing part used in debug mode to collect the
# reported events
monkeypatch.setenv("RASA_TELEMETRY_DEBUG", "true")
monkeypatch.setenv("RASA_TELEMETRY_ENABLED", "true")
mock = Mock()
monkeypatch.setattr(telemetry, "print_telemetry_event", mock)
with open(TELEMETRY_EVENTS_JSON) as f:
schemas = json.load(f)["events"]
initial = asyncio.all_tasks()
# Generate all known backend telemetry events, and then use events.json to
# validate their schema.
training_data = TrainingDataImporter.load_from_config(config_path)
with telemetry.track_model_training(training_data, "rasa"):
await asyncio.sleep(1)
telemetry.track_telemetry_disabled()
telemetry.track_data_split(0.5, "nlu")
telemetry.track_validate_files(True)
telemetry.track_data_convert("yaml", "nlu")
telemetry.track_tracker_export(5, TrackerStore(domain=None), EventBroker())
telemetry.track_interactive_learning_start(True, False)
telemetry.track_server_start([CmdlineInput()], None, None, 42, True)
telemetry.track_project_init("tests/")
telemetry.track_shell_started("nlu")
telemetry.track_rasa_x_local()
telemetry.track_visualization()
telemetry.track_core_model_test(5, True, default_agent)
telemetry.track_nlu_model_test(TrainingData())
pending = asyncio.all_tasks() - initial
await asyncio.gather(*pending)
assert mock.call_count == 15
for args, _ in mock.call_args_list:
event = args[0]
# `metrics_id` automatically gets added to all event but is
# not part of the schema so we need to remove it before validation
del event["properties"]["metrics_id"]
jsonschema.validate(
instance=event["properties"], schema=schemas[event["event"]]
)
def run_locally(args: argparse.Namespace) -> None:
"""Run a Rasa X instance locally.
Args:
args: commandline arguments
"""
_prevent_failure_if_git_is_not_available()
try:
# noinspection PyUnresolvedReferences
from rasax.community import local
except ModuleNotFoundError:
raise MissingDependencyException(
f"Rasa X does not seem to be installed, but it is needed for this "
f"CLI command. You can find more information on how to install Rasa X "
f"in local mode in the documentation: "
f"{DOCS_BASE_URL_RASA_X}/installation-and-setup/install/local-mode"
)
args.rasa_x_port = args.rasa_x_port or DEFAULT_RASA_X_PORT
args.port = args.port or DEFAULT_RASA_PORT
project_path = "."
_validate_rasa_x_start(args, project_path)
rasa_x_token = generate_rasa_x_token()
process = start_rasa_for_local_rasa_x(args, rasa_x_token=rasa_x_token)
config_path = _get_config_path(args)
domain_path = _get_domain_path(args)
telemetry.track_rasa_x_local()
# noinspection PyBroadException
try:
local.main(
args,
project_path,
args.data,
token=rasa_x_token,
config_path=config_path,
domain_path=domain_path,
)
except RasaXTermsError:
# User didn't accept the Rasa X terms.
pass
except Exception:
print(traceback.format_exc())
rasa.shared.utils.cli.print_error(
"Sorry, something went wrong (see error above). Make sure to start "
"Rasa X with valid data and valid domain and config files. Please, "
"also check any warnings that popped up.\nIf you need help fixing "
"the issue visit our forum: https://forum.rasa.com/."
)
finally:
process.terminate()
def run_locally(args: argparse.Namespace):
# noinspection PyUnresolvedReferences
from rasax.community import local # pytype: disable=import-error
args.rasa_x_port = args.rasa_x_port or DEFAULT_RASA_X_PORT
args.port = args.port or DEFAULT_RASA_PORT
project_path = "."
_validate_rasa_x_start(args, project_path)
rasa_x_token = generate_rasa_x_token()
process = start_rasa_for_local_rasa_x(args, rasa_x_token=rasa_x_token)
config_path = _get_config_path(args)
telemetry.track_rasa_x_local()
# noinspection PyBroadException
try:
local.main(
args, project_path, args.data, token=rasa_x_token, config_path=config_path
)
except RasaXTermsError:
# User didn't accept the Rasa X terms.
pass
except Exception:
print(traceback.format_exc())
rasa.shared.utils.cli.print_error(
"Sorry, something went wrong (see error above). Make sure to start "
"Rasa X with valid data and valid domain and config files. Please, "
"also check any warnings that popped up.\nIf you need help fixing "
"the issue visit our forum: https://forum.rasa.com/."
)
finally:
process.terminate()
