I think such an option can work, but actually if I had free wishes I would say that the clearml.Task code would need some refactoring (but I am not an experienced software engineer, so I could be totally wrong). It is not clear, what and how Task.init does what it does and the very long method declaration is confusing. I think there should be two ways to initialize tasks:
Specify a lot manually, e.g. task = Task.create() task.add_requirements(from_requirements_files(..)) task.add_entrypoint(...) ...2. A comfort way just like it is now, but that internally looks like this:
def init(project_name, task_name): #only necessary stuff task = Task.create() task.add_requirements(use_clearml_conf_method(..)) task.add_entrypoint(auto_determine_entrypoint) ....