================= Serialization ================= All component models are `Pydantic models `_, so they support ``.model_dump()`` for dictionaries and ``.model_dump_json()`` for JSON-ready strings. Here is an example of using ``.model_dump()`` to output a Python dictionary: .. code-block:: python import pysysinfo from pprint import pprint hm = pysysinfo.HardwareManager() cpu = hm.fetch_cpu_info() pprint(cpu.model_dump()) Output: .. code-block:: shell {'arch_version': '8', 'architecture': 'ARM', 'bitness': 64, 'cores': 8, 'name': 'Apple M3', 'sse_flags': [], 'status': {'messages': [], 'string': 'success'}, 'threads': 8, 'vendor': 'Apple'} The same can be used for other components, and ``fetch_hardware_info()``.