def factory(saved=False):
nonlocal counter
counter += 1
pipeline = Pipeline('Test Pipeline-{}'.format(counter), [], None, None)
if saved:
task = task_factory(True)
task.add_pipeline(pipeline)
return pipeline
def to_obj(self) -> Pipeline:
pipeline = Pipeline(name=self.name,
steps=safe_loads(self.steps, List[PipelineStep]),
input_data=safe_loads(self.input_data, DatasetType),
output_data=safe_loads(self.output_data, DatasetType),
author=self.author,
creation_date=self.creation_date,
id=self.id,
task_id=self.task_id)
return self.attach(pipeline)
def pipeline():
return Pipeline('Test Pipeline', [PipelineStep('a', 'b'), PipelineStep('c', 'd')], NumpyNdarrayDatasetType,
NumpyNdarrayDatasetType)
def pipeline():
return Pipeline('Test Pipeline', [PipelineStep('a', 'b'), PipelineStep('c', 'd')], None, None)
def pipeline2():
return Pipeline('Test Pipeline2', [PipelineStep('b', 'c')], None, None)