Python load_interpreter_for_model Examples

Example #1

File: test_train.py Project: zp672087110/Rasa_NLU_Chi

def test_train_model(pipeline_template, component_builder):
    _config = utilities.base_test_conf(pipeline_template)
    (trained, persisted_path) = utilities.run_train(_config, component_builder)
    assert trained.pipeline
    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

Example #2

File: test_train.py Project: zp672087110/Rasa_NLU_Chi

def test_train_model_multithread(component_builder):
    _config = utilities.base_test_conf("all_components")
    _config['num_threads'] = 2
    (trained, persisted_path) = utilities.run_train(_config, component_builder)
    assert trained.pipeline
    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

Example #3

File: test_train.py Project: zp672087110/Rasa_NLU_Chi

def test_train_model_noents(component_builder):
    _config = utilities.base_test_conf("all_components")
    _config['data'] = "./data/test/demo-rasa-noents.json"
    (trained, persisted_path) = utilities.run_train(_config, component_builder)
    assert trained.pipeline
    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

Example #4

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

Example #5

File: test_train.py Project: codealphago/rasa_nlu

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['project'])
    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