def test_load_and_persist_without_train(component_builder):
_config = utilities.base_test_conf("all_components")
trainer = Trainer(_config, component_builder)
persistor = create_persistor(_config)
persisted_path = trainer.persist(_config['path'], persistor, model_name=_config['name'])
loaded = utilities.load_interpreter_for_model(_config, persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello", time=None) is not None
def test_load_and_persist_without_train(component_builder):
_config = utilities.base_test_conf("all_components")
trainer = Trainer(_config, component_builder)
persistor = create_persistor(_config)
persisted_path = trainer.persist(_config['path'], persistor, project_name=_config['name'])
loaded = utilities.load_interpreter_for_model(_config, persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello") is not None
assert loaded.parse("Hello today is Monday, again!") is not None
def test_load_and_persist_without_train(component_builder, tmpdir):
_config = utilities.base_test_conf("all_components")
trainer = Trainer(_config, component_builder)
persistor = create_persistor(_config)
persisted_path = trainer.persist(tmpdir.strpath, persistor,
project_name="my_project")
loaded = Interpreter.load(persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello") is not None
assert loaded.parse("Hello today is Monday, again!") is not None
def test_train_with_empty_data(component_builder):
_config = utilities.base_test_conf("all_components")
trainer = Trainer(_config, component_builder)
trainer.train(TrainingData())
persistor = create_persistor(_config)
persisted_path = trainer.persist(_config['path'], persistor, model_name=_config['name'])
loaded = utilities.load_interpreter_for_model(_config, persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello") is not None
assert loaded.parse("Hello today is Monday, again!") is not None
def train(cfg_name, model_name):
from rasa_nlu.train import create_persistor
from rasa_nlu.converters import load_data
config = RasaNLUConfig(cfg_name)
trainer = Trainer(config)
training_data = load_data(config['data'])
trainer.train(training_data)
persistor = create_persistor(config)
trainer.persist("test_models", persistor, model_name=model_name)
def train(cfg_name, project_name):
from rasa_nlu.train import create_persistor
from rasa_nlu import training_data
config = RasaNLUConfig(cfg_name)
trainer = Trainer(config, component_builder)
training_data = training_data.load_data(config['data'])
trainer.train(training_data)
persistor = create_persistor(config)
trainer.persist("test_projects", persistor, project_name)
def train(cfg_name, model_name):
from rasa_nlu.train import create_persistor
from rasa_nlu.converters import load_data
config = RasaNLUConfig(cfg_name)
trainer = Trainer(config)
training_data = load_data(config['data'])
trainer.train(training_data)
persistor = create_persistor(config)
trainer.persist("test_models", persistor, model_name=model_name)
def test_train_with_empty_data(language, pipeline, component_builder, tmpdir):
_config = RasaNLUModelConfig({"pipeline": pipeline, "language": language})
trainer = Trainer(_config, component_builder)
trainer.train(TrainingData())
persistor = create_persistor(_config)
persisted_path = trainer.persist(tmpdir.strpath, persistor,
project_name="my_project")
loaded = Interpreter.load(persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello") is not None
assert loaded.parse("Hello today is Monday, again!") is not None
def test_train_with_empty_data(language, pipeline, component_builder, tmpdir):
_config = RasaNLUModelConfig({"pipeline": pipeline, "language": language})
trainer = Trainer(_config, component_builder)
trainer.train(TrainingData())
persistor = create_persistor(_config)
persisted_path = trainer.persist(tmpdir.strpath, persistor,
project_name="my_project")
loaded = Interpreter.load(persisted_path, component_builder)
assert loaded.pipeline
assert loaded.parse("hello") is not None
assert loaded.parse("Hello today is Monday, again!") is not None
def test_train_with_empty_data(component_builder):
_config = utilities.base_test_conf("all_components")
trainer = Trainer(_config, component_builder)
trainer.train(TrainingData())
persistor = create_persistor(_config)
persisted_path = trainer.persist(_config['path'],
persistor,
model_name=_config['name'])
loaded = utilities.load_interpreter_for_model(_config, persisted_path,
component_builder)
assert loaded.pipeline
assert loaded.parse("hello", time=None) is not None
def train(cfg_name, model_name):
from rasa_nlu.train import create_trainer
from rasa_nlu.train import create_persistor
from rasa_nlu.training_data import TrainingData
config = RasaNLUConfig(cfg_name)
trainer = create_trainer(config)
persistor = create_persistor(config)
training_data = TrainingData(config['data'], config['backend'], nlp=trainer.nlp)
trainer.train(training_data)
trainer.persist(os.path.join("test_models", model_name), persistor, create_unique_subfolder=False)
def train(cfg_name, model_name):
from rasa_nlu.train import create_persistor
from rasa_nlu.converters import load_data
config = RasaNLUConfig(cfg_name)
trainer = Trainer(config)
training_data = load_data(config['data'])
trainer.train(training_data)
persistor = create_persistor(config)
trainer.persist(os.path.join("test_models", model_name),
persistor,
create_unique_subfolder=False)
