def test_save_updated_existing_model_with_existing_name(
meta: MetadataRepository, project: Project, task: Task, model: Model,
model2: Model):
project = meta.create_project(project)
task.project = project
task = meta.create_task(task)
model.task_id = task.id
model = meta.create_model(model)
model2.task_id = task.id
model2 = meta.create_model(model2)
model.name = model2.name
with pytest.raises(ExistingModelError):
meta.save_model(model)
def test_save_existing_model(meta: MetadataRepository, project: Project,
task: Task, model: Model):
project = meta.create_project(project)
task.project = project
task = meta.create_task(task)
model.task_id = task.id
model = meta.create_model(model)
saved_model = meta.save_model(model)
assert saved_model.id == model.id
assert saved_model.task_id == model.task_id
assert model == meta.get_model_by_id(saved_model.id)
def test_save_model_is_reference(meta: MetadataRepository, project: Project,
task: Task, model: Model):
project = meta.create_project(project)
task.project = project
task = meta.create_task(task)
model.task_id = task.id
saved_model = meta.save_model(model)
saved_model.name = "KEK"
actual_model = meta.get_model_by_id(saved_model.id)
assert_objects_equal_except_fields(saved_model,
actual_model,
excepted_fields=['name'])
def test_save_updated_existing_model(meta: MetadataRepository,
project: Project, task: Task,
model: Model):
project = meta.create_project(project)
task.project = project
task = meta.create_task(task)
model.task_id = task.id
model = meta.create_model(model)
model = update_object_fields(model,
excepted_fields=[
'id', 'wrapper', 'artifact',
'output_meta', 'input_meta',
'requirements', 'transformer', 'task_id'
])
saved_model = meta.save_model(model)
assert saved_model == model
assert model == meta.get_model_by_id(saved_model.id)