# Copyright Amazon.com, Inc. or its affiliates. All Rights Reserved. # # Licensed under the Apache License, Version 2.0 (the "License"). You # may not use this file except in compliance with the License. A copy of # the License is located at # # http://aws.amazon.com/apache2.0/ # # or in the "license" file accompanying this file. This file is # distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF # ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. import codecs import pickle from typing import Any, Dict from braket.jobs_data import PersistedJobDataFormat def serialize_values( data_dictionary: Dict[str, Any], data_format: PersistedJobDataFormat ) -> Dict[str, Any]: """ Serializes the `data_dictionary` values to the format specified by `data_format`. Args: data_dictionary (Dict[str, Any]): Dict whose values are to be serialized. data_format (PersistedJobDataFormat): The data format used to serialize the values. Note that for `PICKLED` data formats, the values are base64 encoded after serialization, so that they represent valid UTF-8 text and are compatible with `PersistedJobData.json()`. Returns: Dict[str, Any]: Dict with same keys as `data_dictionary` and values serialized to the specified `data_format`. """ return ( { k: codecs.encode(pickle.dumps(v, protocol=4), "base64").decode() for k, v in data_dictionary.items() } if data_format == PersistedJobDataFormat.PICKLED_V4 else data_dictionary ) def deserialize_values( data_dictionary: Dict[str, Any], data_format: PersistedJobDataFormat ) -> Dict[str, Any]: """ Deserializes the `data_dictionary` values from the format specified by `data_format`. Args: data_dictionary (Dict[str, Any]): Dict whose values are to be deserialized. data_format (PersistedJobDataFormat): The data format that the `data_dictionary` values are currently serialized with. Returns: Dict[str, Any]: Dict with same keys as `data_dictionary` and values deserialized from the specified `data_format` to plaintext. """ return ( {k: pickle.loads(codecs.decode(v.encode(), "base64")) for k, v in data_dictionary.items()} if data_format == PersistedJobDataFormat.PICKLED_V4 else data_dictionary )