import importlib import halo def to_primitive(obj): if hasattr(obj, "serialize"): primitive_obj = ((type(obj).__module__, type(obj).__name__), obj.serialize()) else: primitive_obj = ("primitive", obj) return primitive_obj def from_primitive(primitive_obj): if primitive_obj[0] == "primitive": obj = primitive_obj[1] else: # This code assumes that the type module.__dict__[type_name] knows how to deserialize itself type_module, type_name = primitive_obj[0] module = importlib.import_module(type_module) obj = module.__dict__[type_name]() obj.deserialize(primitive_obj[1]) return obj def serialize(worker_capsule, obj): primitive_obj = to_primitive(obj) obj_capsule, contained_objrefs = halo.lib.serialize_object(worker_capsule, primitive_obj) # contained_objrefs is a list of the objrefs contained in obj return obj_capsule, contained_objrefs def deserialize(worker_capsule, capsule): primitive_obj = halo.lib.deserialize_object(worker_capsule, capsule) return from_primitive(primitive_obj) def serialize_task(worker_capsule, func_name, args): primitive_args = [(arg if isinstance(arg, halo.lib.ObjRef) else to_primitive(arg)) for arg in args] return halo.lib.serialize_task(worker_capsule, func_name, primitive_args) def deserialize_task(worker_capsule, task): func_name, primitive_args, return_objrefs = halo.lib.deserialize_task(worker_capsule, task) args = [(arg if isinstance(arg, halo.lib.ObjRef) else from_primitive(arg)) for arg in primitive_args] return func_name, args, return_objrefs