Source code for dataclass_wizard.serial_json

import json
import logging
from dataclasses import dataclass, MISSING

from .abstractions import AbstractJSONWizard
from .bases_meta import BaseJSONWizardMeta, LoadMeta, DumpMeta, register_type
from .class_helper import call_meta_initializer_if_needed
from .constants import PACKAGE_NAME
from .loader_selection import asdict, fromdict, fromlist
from .log import enable_library_debug_logging
from .type_def import dataclass_transform
# noinspection PyProtectedMember
from .utils.dataclass_compat import (_create_fn,
                                     _dataclass_needs_refresh,
                                     _set_new_attribute)


def _str_fn():
    return _create_fn('__str__',
                      ('self',),
                      ['return self.to_json(indent=2)'])


def _first_declared_attr_in_mro(cls, name: str):
    """First `name` found in MRO (excluding cls); else None."""
    for base in cls.__mro__[1:]:
        attr = base.__dict__.get(name, MISSING)
        if attr is not MISSING:
            return attr
    return None


def _set_from_dict_and_to_dict_if_needed(cls):
    """
    Pin default dispatchers on subclasses.

    Codegen is lazy; if a base later gets a specialised
    `from_dict` / `to_dict`, subclasses would inherit it.
    Defining defaults in `cls.__dict__` blocks that.
    """
    if 'from_dict' not in cls.__dict__:
        inherited = _first_declared_attr_in_mro(cls, 'from_dict')
        if getattr(inherited, '__func__', None) is fromdict:
            cls.from_dict = classmethod(fromdict)

    if 'to_dict' not in cls.__dict__:
        inherited = _first_declared_attr_in_mro(cls, 'to_dict')
        if inherited is asdict:
            cls.to_dict = asdict


# noinspection PyShadowingBuiltins
def _configure_wizard_class(cls,
                            str=True,
                            debug=False,
                            case=None,
                            dump_case=None,
                            load_case=None,
                            _key_transform=None,
                            _v1_default=False):
    load_meta_kwargs = {}

    if case is not None:
        _v1_default = True
        load_meta_kwargs['v1_case'] = case

    if dump_case is not None:
        _v1_default = True
        load_meta_kwargs['v1_dump_case'] = dump_case

    if load_case is not None:
        _v1_default = True
        load_meta_kwargs['v1_load_case'] = load_case

    if _v1_default:
        load_meta_kwargs['v1'] = True

    if _key_transform is not None:
        DumpMeta(key_transform=_key_transform).bind_to(cls)

    if debug:
        # minimum logging level for logs by this library
        lvl = logging.DEBUG if isinstance(debug, bool) else debug
        # enable library logging
        enable_library_debug_logging(lvl)
        # set `v1_debug` flag for the class's Meta
        load_meta_kwargs['v1_debug'] = lvl

    if load_meta_kwargs:
        LoadMeta(**load_meta_kwargs).bind_to(cls)

    # Calls the Meta initializer when inner :class:`Meta` is sub-classed.
    call_meta_initializer_if_needed(cls)

    # Add a `__str__` method to the subclass, if needed
    if str:
        _set_new_attribute(cls, '__str__', _str_fn())

    # Add `from_dict` and `to_dict` methods to the subclass, if needed
    _set_from_dict_and_to_dict_if_needed(cls)


[docs] @dataclass_transform() class DataclassWizard(AbstractJSONWizard): __slots__ = ()
[docs] class Meta(BaseJSONWizardMeta): __slots__ = () __is_inner_meta__ = True def __init_subclass__(cls): return cls._init_subclass()
register_type = classmethod(register_type)
[docs] @classmethod def from_json(cls, string, *, decoder=json.loads, **decoder_kwargs): o = decoder(string, **decoder_kwargs) return fromdict(cls, o) if isinstance(o, dict) else fromlist(cls, o)
from_list = classmethod(fromlist) from_dict = classmethod(fromdict) to_dict = asdict
[docs] def to_json(self, *, encoder=json.dumps, **encoder_kwargs): return encoder(asdict(self), **encoder_kwargs)
[docs] @classmethod def list_to_json(cls, instances, encoder=json.dumps, **encoder_kwargs): list_of_dict = [asdict(o, cls=cls) for o in instances] return encoder(list_of_dict, **encoder_kwargs)
# noinspection PyShadowingBuiltins def __init_subclass__(cls, str=False, debug=False, case=None, dump_case=None, load_case=None, _key_transform=None, _v1_default=True, _apply_dataclass=True, **dc_kwargs): super().__init_subclass__() # skip classes provided by this library. if cls.__module__.startswith(f'{PACKAGE_NAME}.'): return # Apply the @dataclass decorator. if _apply_dataclass and _dataclass_needs_refresh(cls): # noinspection PyArgumentList dataclass(cls, **dc_kwargs) _configure_wizard_class(cls, str, debug, case, dump_case, load_case, _key_transform, _v1_default)
# noinspection PyAbstractClass
[docs] class JSONSerializable(DataclassWizard): __slots__ = () # noinspection PyShadowingBuiltins def __init_subclass__(cls, str=True, debug=False, case=None, dump_case=None, load_case=None, _key_transform=None, _v1_default=False, _apply_dataclass=False, **_): super().__init_subclass__(str, debug, case, dump_case, load_case, _key_transform, _v1_default, _apply_dataclass)
def _str_pprint_fn(): from pprint import pformat def __str__(self): return pformat(self, width=70) return __str__ # A handy alias in case it comes in useful to anyone :) JSONWizard = JSONSerializable
[docs] class JSONPyWizard(JSONWizard): """Helper for JSONWizard that ensures dumping to JSON keeps keys as-is.""" # noinspection PyShadowingBuiltins def __init_subclass__(cls, str=True, debug=False, case=None, dump_case=None, load_case=None, _key_transform=None, _v1_default=False, _apply_dataclass=False, **_): """Bind child class to DumpMeta with no key transformation.""" # Call JSONSerializable.__init_subclass__() # set `key_transform_with_dump` for the class's Meta super().__init_subclass__(False, debug, case, dump_case, load_case, 'NONE', _v1_default, _apply_dataclass) # Add a `__str__` method to the subclass, if needed if str: _set_new_attribute(cls, '__str__', _str_pprint_fn())