def test_save_updated_existing_task_with_existing_name(
meta: MetadataRepository, project: Project):
project = meta.create_project(project)
task = Task("Task")
task.project = project
task = meta.create_task(task)
task2 = Task("Task2")
task2.project = project
task2 = meta.create_task(task2)
task.name = "Task2"
with pytest.raises(ExistingTaskError):
meta.save_task(task)
def test_update_task_with_models(meta: MetadataRepository, project: Project,
task: Task, model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
id = task.id
model.task = task
model = meta.create_model(model)
task.add_model(model)
task = update_object_fields(task,
excepted_fields=['id', 'models', 'project_id'])
model = update_object_fields(model,
excepted_fields=[
'id', 'wrapper', 'artifact',
'output_meta', 'input_meta',
'requirements', 'transformer', 'task_id'
])
updated_task = meta.update_task(task)
assert id == task.id
assert updated_task is task
assert task == meta.get_task_by_id(task.id)
assert len(task.models) == 1
assert model.id in task.models
assert model == meta.get_model_by_id(model.id)
assert meta.get_model_by_id(model.id).name == 'Test Model2'
assert task.has_meta_repo
def test_update_task_is_reference(meta: MetadataRepository, project: Project,
model: Model):
task_entity = Task("Test Task")
task_entity.project = meta.create_project(project)
task = meta.create_task(task_entity)
assert task is not None
id = task.id
model.task_id = task.id
model = meta.create_model(model)
task.name = "Test Task 2"
task.add_model(model)
task = meta.update_task(task)
assert id == task.id
assert "Test Task 2" == task.name
assert model == task.models.get(model.id)
task.name = "KEK"
actual_task = meta.get_task_by_id(task.id)
assert_objects_equal_except_fields(task,
actual_task,
excepted_fields=['name'])
def test_update_model_source_is_changed(meta: MetadataRepository,
project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
saved_model = meta.create_model(model)
assert saved_model is not None
id = saved_model.id
saved_model = update_object_fields(model,
excepted_fields=[
'id', 'wrapper', 'artifact',
'output_meta', 'input_meta',
'requirements', 'transformer',
'task_id'
])
saved_model = meta.update_model(saved_model)
assert id == saved_model.id
assert model == meta.get_model_by_id(saved_model.id)
assert model is saved_model
def test_get_task_by_name(meta: MetadataRepository, project: Project,
task: Task):
project = meta.create_project(project)
task.project = project
task_new = meta.create_task(task)
assert task_new is not None
assert task_new == meta.get_task_by_name(project, task.name)
assert task.has_meta_repo
def test_update_not_existing_task(meta: MetadataRepository, project: Project,
task: Task):
project = meta.create_project(project)
assert project is not None
task.project = project
with pytest.raises(NonExistingTaskError):
meta.update_task(task)
def test_delete_task(meta: MetadataRepository, project: Project, task: Task):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
meta.delete_task(task)
assert meta.get_task_by_id(task.id) is None
assert not task.has_meta_repo
assert task.id is None
def test_get_models(meta: MetadataRepository, project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
created_task = meta.create_task(task)
model.task = created_task
created_model = meta.create_model(model)
actual_models = meta.get_models(created_task)
assert actual_models == [created_model]
def test_save_not_existing_task(meta: MetadataRepository, project: Project):
project = meta.create_project(project)
task = Task("Task")
task.project = project
saved_task = meta.save_task(task)
assert saved_task.name == task.name
assert saved_task.project_id == task.project_id
assert task.name == meta.get_task_by_id(saved_task.id).name
assert task.has_meta_repo
def test_update_not_existing_model(meta: MetadataRepository, project: Project,
task: Task, model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
with pytest.raises(NonExistingModelError):
meta.update_model(model)
def test_create_model(meta: MetadataRepository, project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
model = meta.create_model(model)
assert model is not None
assert model.has_meta_repo
def test_create_model_source_is_changed(meta: MetadataRepository,
project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
saved_model = meta.create_model(model)
assert saved_model is model
def test_save_task_is_reference(meta: MetadataRepository, project: Project):
project = meta.create_project(project)
task = Task("Task")
task.project = project
saved_task = meta.save_task(task)
saved_task.name = "KEK"
actual_task = meta.get_task_by_id(saved_task.id)
assert_objects_equal_except_fields(saved_task,
actual_task,
excepted_fields=['name'])
def test_save_updated_existing_task(meta: MetadataRepository,
project: Project):
project = meta.create_project(project)
task = Task("Task")
task.project = project
task = meta.create_task(task)
task = update_object_fields(task,
excepted_fields=['id', 'models', 'project_id'])
saved_task = meta.save_task(task)
assert saved_task == task
assert task == meta.get_task_by_id(saved_task.id)
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_pipeline_buildable(metadata_repo, pipeline):
proj = Project('proj')
task = Task('Test Task')
proj = metadata_repo.create_project(proj)
task.project = proj
task = metadata_repo.create_task(task)
pipeline.task = task
pipeline = metadata_repo.create_pipeline(pipeline)
buildable = PipelineBuildable(pipeline, server_type=FlaskServer.type)
assert buildable.get_provider().get_python_version(
) == platform.python_version()
assert buildable.task.name == 'Test Task'
assert buildable.pipeline == pipeline
def test_create_existing_model(meta: MetadataRepository, project: Project,
task: Task, model: Model, model2: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
model = meta.create_model(model)
assert model is not None
model2.task_id = task.id
model2.name = model.name
with pytest.raises(ExistingModelError):
meta.create_model(model2)
def test_get_or_create_task_exists(meta: MetadataRepository, project: Project,
task: Task):
task.project = meta.create_project(project)
expected_task = meta.create_task(task)
actual_task = meta.get_or_create_task(project.name, expected_task.name)
assert actual_task is not None
assert expected_task == actual_task
assert id(expected_task) != id(actual_task)
project = meta.get_project_by_name(project.name)
assert expected_task in project.tasks.values()
assert expected_task.project_id == actual_task.project_id
assert actual_task.has_meta_repo
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_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_inner_objects_binded(meta: MetadataRepository, project: Project,
task: Task, model: Model):
task.project = meta.create_project(project)
meta.create_task(task)
model.task_id = task.id
model = meta.create_model(model)
new_project = meta.get_project_by_name(project.name)
assert new_project.id is not None
assert new_project.has_meta_repo
new_task = new_project.tasks(task.name)
assert new_task.id is not None
assert new_task.has_meta_repo
new_model = new_task.models(model.name)
assert new_model.id is not None
assert new_model.has_meta_repo
def test_multimodel_buildable(metadata_repo):
# Dunno why, but it only worked w/o fixtures
proj = Project('proj')
task = Task('Test Task')
mdl = Model.create(lambda data: data, 'input', 'test_model')
proj = metadata_repo.create_project(proj)
task.project = proj
task = metadata_repo.create_task(task)
mdl.task = task
mdl = metadata_repo.create_model(mdl)
with pytest.raises(ValueError):
MultiModelBuildable([], server_type=FlaskServer.type)
assert mdl.has_meta_repo
mm_buildable = MultiModelBuildable([mdl], server_type=FlaskServer.type)
assert mm_buildable.task.name == 'Test Task'
assert mm_buildable.get_provider().get_python_version(
) == platform.python_version()
assert len(mm_buildable.models) == 1
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)
def test_create_model_is_reference(meta: MetadataRepository, project: Project,
task: Task, model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
model = meta.create_model(model)
assert model is not None
model.name = "KEK"
actual_model = meta.get_model_by_id(model.id)
assert_objects_equal_except_fields(model,
actual_model,
excepted_fields=['name'])
model.task_id = None
actual_model = meta.get_model_by_id(model.id)
assert_objects_equal_except_fields(model,
actual_model,
excepted_fields=['name', 'task_id'])
def test_update_project_with_tasks(meta: MetadataRepository, project: Project,
task: Task):
project = meta.create_project(project)
task.project = project
task = meta.create_task(task)
project.add_task(task)
project = update_object_fields(project, excepted_fields=['id', 'tasks'])
task = update_object_fields(task,
excepted_fields=['id', 'models', 'project_id'])
updated_project = meta.update_project(project)
assert updated_project is project
assert project.has_meta_repo
assert "Test project2" == updated_project.name
assert project == meta.get_project_by_id(project.id)
assert len(updated_project.tasks) == 1
assert task.id in updated_project.tasks
assert task == updated_project.tasks.get(task.id)
def test_update_model(meta: MetadataRepository, project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
task = meta.create_task(task)
assert task is not None
model.task_id = task.id
model = meta.create_model(model)
assert model is not None
id = model.id
model = update_object_fields(model,
excepted_fields=[
'id', 'wrapper', 'artifact',
'requirements', 'wrapper_meta', 'task_id',
'wrapper_obj', 'params'
])
model = meta.update_model(model)
assert id == model.id
assert model == meta.get_model_by_id(model.id)
assert model.has_meta_repo
def test_update_task_source_is_changed(meta: MetadataRepository,
project: Project, task: Task,
model: Model):
task.project = meta.create_project(project)
saved_task = meta.create_task(task)
assert saved_task is task
id = saved_task.id
model.task = saved_task
model = meta.create_model(model)
saved_task = update_object_fields(
saved_task, excepted_fields=['id', 'models', 'project_id'])
saved_task.add_model(model)
saved_task = meta.update_task(saved_task)
assert id == saved_task.id
assert saved_task == meta.get_task_by_id(saved_task.id)
assert model == saved_task.models.get(model.id)
assert task is saved_task
def test_get_tasks(meta: MetadataRepository, project: Project, task: Task):
created_project = meta.create_project(project)
task.project = created_project
created_task = meta.create_task(task)
assert meta.get_tasks(created_project) == [created_task]
def project_task(project):
task = Task("Test Task")
task.project = project
return task
def test_create_task_source_is_not_changed(meta: MetadataRepository,
project: Project, task: Task):
task.project = meta.create_project(project)
new_task = meta.create_task(task)
assert new_task is task
