# SPDX-FileCopyrightText: 2022-present deepset GmbH # # SPDX-License-Identifier: Apache-2.0 from typing import Any, Dict, Union import yaml # Custom YAML safe loader that supports loading Python tuples class YamlLoader(yaml.SafeLoader): # pylint: disable=too-many-ancestors def construct_python_tuple(self, node: yaml.SequenceNode): """Construct a Python tuple from the sequence.""" return tuple(self.construct_sequence(node)) class YamlDumper(yaml.SafeDumper): # pylint: disable=too-many-ancestors def represent_tuple(self, data: tuple): """Represent a Python tuple.""" return self.represent_sequence("tag:yaml.org,2002:python/tuple", data) YamlDumper.add_representer(tuple, YamlDumper.represent_tuple) YamlLoader.add_constructor("tag:yaml.org,2002:python/tuple", YamlLoader.construct_python_tuple) class YamlMarshaller: def marshal(self, dict_: Dict[str, Any]) -> str: """Return a YAML representation of the given dictionary.""" try: return yaml.dump(dict_, Dumper=YamlDumper) except yaml.representer.RepresenterError as e: raise TypeError( "Error dumping pipeline to YAML - Ensure that all pipeline " "components only serialize basic Python types" ) from e def unmarshal(self, data_: Union[str, bytes, bytearray]) -> Dict[str, Any]: """Return a dictionary from the given YAML data.""" try: return yaml.load(data_, Loader=YamlLoader) except yaml.constructor.ConstructorError as e: raise TypeError( "Error loading pipeline from YAML - Ensure that all pipeline " "components only serialize basic Python types" ) from e