def load(cls, file_name):
config = deserialize_config(file_name)
skil_server = Skil.from_config()
experiment = get_experiment_by_id(skil_server, config['experiment_id'])
result = Model(model_id=config['model_id'],
experiment=experiment, create=False)
result.name = config['model_name']
return result
def test_experiment_yaml_serde(Skil):
file_name = "./mock.yml"
serialize_config(MOCK_CONFIG, file_name, 'yaml')
config = deserialize_config(file_name)
assert config == MOCK_CONFIG
exp = Experiment.load(file_name, Skil())
assert exp.id == 'foo'
os.remove(file_name)
def test_failed_serde(Skil):
file_name = "./mock.fail"
with pytest.raises(Exception):
serialize_config(MOCK_CONFIG, file_name, 'foo')
with open(file_name, 'w') as f:
f.write('foobar')
with pytest.raises(Exception):
conf = deserialize_config(file_name)
os.remove(file_name)
def load(cls, file_name):
config = deserialize_config(file_name)
skil_server = Skil.from_config()
experiment = get_experiment_by_id(skil_server, config['experiment_id'])
transform_type = config['transform_type']
result = Transform(transform_id=config['transform_id'],
transform_type=transform_type,
experiment=experiment,
create=False)
result.name = config['transform_name']
return result
def load(cls, file_name):
config = deserialize_config(file_name)
skil_server = skil.Skil.from_config()
experiment = skil.experiments.get_experiment_by_id(
skil_server, config['experiment_id'])
model = skil.Model(model_id=config['model_id'],
experiment=experiment,
create=False)
model.name = config['model_name']
deployment = skil.get_deployment_by_id(skil, config['deployment_id'])
model_entity = skil_client.ModelEntity(id=config['model_entity_id'])
return Service(skil=skil_server,
model=model,
deployment=deployment,
model_entity=model_entity)