# SPDX-FileCopyrightText: 2022-present deepset GmbH # # SPDX-License-Identifier: Apache-2.0 import inspect import sys from typing import Callable, Optional from haystack import DeserializationError def serialize_callable(callable_handle: Callable) -> str: """ Serializes a callable to its full path. :param callable_handle: The callable to serialize :return: The full path of the callable """ module = inspect.getmodule(callable_handle) # Get the full package path of the function if module is not None: full_path = f"{module.__name__}.{callable_handle.__name__}" else: full_path = callable_handle.__name__ return full_path def deserialize_callable(callable_handle: str) -> Optional[Callable]: """ Deserializes a callable given its full import path as a string. :param callable_handle: The full path of the callable_handle :return: The callable :raises DeserializationError: If the callable cannot be found """ parts = callable_handle.split(".") module_name = ".".join(parts[:-1]) function_name = parts[-1] module = sys.modules.get(module_name, None) if not module: raise DeserializationError(f"Could not locate the module of the callable: {module_name}") deserialized_callable = getattr(module, function_name, None) if not deserialized_callable: raise DeserializationError(f"Could not locate the callable: {function_name}") return deserialized_callable