Component's prototype seems fine:
@PipelineDecorator.component( return_values=['dataset_id'], cache=False, task_type=TaskTypes.data_processing, execution_queue='Quad_VCPU_16GB', ) def generate_dataset(start_date: str, end_date: str, input_aws_credentials_profile: str = 'default'):