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(args: argparse.Namespace) -> None:
import questionary
print_success("Welcome to Rasa! 🤖\n")
if args.no_prompt:
print(
f"To get started quickly, an "
f"initial project will be created.\n"
f"If you need some help, check out "
f"the documentation at {DOCS_BASE_URL}.\n"
)
else:
print(
f"To get started quickly, an "
f"initial project will be created.\n"
f"If you need some help, check out "
f"the documentation at {DOCS_BASE_URL}.\n"
f"Now let's start! 👇🏽\n"
)
if args.init_dir is not None:
path = args.init_dir
else:
path = (
questionary.text(
"Please enter a path where the project will be "
"created [default: current directory]",
)
.skip_if(args.no_prompt, default="")
.ask()
)
# set the default directory. we can't use the `default` property
# in questionary as we want to avoid showing the "." in the prompt as the
# initial value. users tend to overlook it and it leads to invalid
# paths like: ".C:\mydir".
# Can't use `if not path` either, as `None` will be handled differently (abort)
if path == "":
path = "."
if args.no_prompt and not os.path.isdir(path):
print_error_and_exit(f"Project init path '{path}' not found.")
if path and not os.path.isdir(path):
_ask_create_path(path)
if path is None or not os.path.isdir(path):
print_cancel()
if not args.no_prompt and len(os.listdir(path)) > 0:
_ask_overwrite(path)
telemetry.track_project_init(path)
init_project(args, path)
def run(args: argparse.Namespace) -> None:
import questionary
print_success("Welcome to Rasa! 🤖\n")
if args.no_prompt:
print(f"To get started quickly, an "
f"initial project will be created.\n"
f"If you need some help, check out "
f"the documentation at {DOCS_BASE_URL}.\n")
else:
print(f"To get started quickly, an "
f"initial project will be created.\n"
f"If you need some help, check out "
f"the documentation at {DOCS_BASE_URL}.\n"
f"Now let's start! 👇🏽\n")
if args.init_dir is not None:
path = args.init_dir
else:
path = (questionary.text(
"Please enter a path where the project will be "
"created [default: current directory]",
default=".",
).skip_if(args.no_prompt, default=".").ask())
if args.no_prompt and not os.path.isdir(path):
print_error_and_exit(f"Project init path '{path}' not found.")
if path and not os.path.isdir(path):
_ask_create_path(path)
if path is None or not os.path.isdir(path):
print_cancel()
if not args.no_prompt and len(os.listdir(path)) > 0:
_ask_overwrite(path)
telemetry.track_project_init(path)
init_project(args, path)