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import inspect from typing import Optional, Callable, Tuple from jsons._cache import cached from jsons._common_impl import ( get_class_name, META_ATTR, get_cls_from_str, determine_precedence, can_match_with_none ) from jsons._compatibility_impl import get_type_hints from jsons._load_impl import load from jsons.exceptions import SignatureMismatchError, UnfulfilledArgumentError def default_object_deserializer( obj: dict, cls: type, *, key_transformer: Optional[Callable[[str], str]] = None, strict: bool = False, **kwargs) -> object: """ Deserialize ``obj`` into an instance of type ``cls``. If ``obj`` contains keys with a certain case style (e.g. camelCase) that do not match the style of ``cls`` (e.g. snake_case), a key_transformer should be used (e.g. KEY_TRANSFORMER_SNAKECASE). :param obj: a serialized instance of ``cls``. :param cls: the type to which ``obj`` should be deserialized. :param key_transformer: a function that transforms the keys in order to match the attribute names of ``cls``. :param strict: deserialize in strict mode. :param kwargs: any keyword arguments that may be passed to the deserializers. :return: an instance of type ``cls``. """ obj, kwargs = _check_and_transform_keys(obj, key_transformer, **kwargs) kwargs['strict'] = strict constructor_args = _get_constructor_args(obj, cls, **kwargs) remaining_attrs = _get_remaining_args(obj, cls, constructor_args, strict, kwargs['fork_inst']) instance = cls(**constructor_args) _set_remaining_attrs(instance, remaining_attrs, **kwargs) return instance def _get_constructor_args( obj, cls, meta_hints, attr_getters=None, **kwargs) -> dict: # Loop through the signature of cls: the type we try to deserialize to. For # every required parameter, we try to get the corresponding value from # json_obj. signature_parameters = _get_signature(cls) hints = get_type_hints(cls.__init__, fallback_ns=cls.__module__) attr_getters = dict(**(attr_getters or {})) result = {} for sig_key, sig in signature_parameters.items(): if sig_key != 'self': key, value = _get_value_for_attr(obj=obj, orig_cls=cls, meta_hints=meta_hints, attr_getters=attr_getters, sig_key=sig_key, cls=hints.get(sig_key, None), sig=sig, **kwargs) if key: result[key] = value return result @cached def _get_signature(cls): return inspect.signature(cls.__init__).parameters def _get_value_for_attr( obj, cls, orig_cls, sig_key, sig, meta_hints, attr_getters, **kwargs): # Find a value for the attribute (with signature sig_key). if obj and sig_key in obj: # This argument is in obj. result = sig_key, _get_value_from_obj(obj, cls, sig, sig_key, meta_hints, **kwargs) elif sig_key in attr_getters: # There exists an attr_getter for this argument. attr_getter = attr_getters.pop(sig_key) result = sig_key, attr_getter() elif sig.default != inspect.Parameter.empty: # There is a default value for this argument. result = sig_key, sig.default elif sig.kind in (inspect.Parameter.VAR_POSITIONAL, inspect.Parameter.VAR_KEYWORD): # This argument is either *args or **kwargs. result = None, None elif can_match_with_none(cls): # It is fine that there is no value. result = sig_key, None else: raise UnfulfilledArgumentError( 'No value found for "{}".'.format(sig_key), sig_key, obj, orig_cls) return result def _remove_prefix(prefix: str, s: str) -> str: if s.startswith(prefix): return s[len(prefix):] or '/' # Special case: map the empty string to '/' return s def _get_value_from_obj(obj, cls, sig, sig_key, meta_hints, **kwargs): # Obtain the value for the attribute with the given signature from the # given obj. Try to obtain the class of this attribute from the meta info # or from type hints. cls_key = '/{}'.format(sig_key) cls_str_from_meta = meta_hints.get(cls_key, None) new_hints = meta_hints cls_from_meta = None if cls_str_from_meta: cls_from_meta = get_cls_from_str( cls_str_from_meta, obj, kwargs['fork_inst']) # Rebuild the class hints: cls_key becomes the new root. new_hints = { _remove_prefix(cls_key, key): meta_hints[key] for key in meta_hints } cls_ = determine_precedence(cls=cls, cls_from_meta=cls_from_meta, cls_from_type=None, inferred_cls=True) value = load(obj[sig_key], cls_, meta_hints=new_hints, **kwargs) return value def _set_remaining_attrs(instance, remaining_attrs, attr_getters, **kwargs): # Set any remaining attributes on the newly created instance. attr_getters = attr_getters or {} for attr_name in remaining_attrs: annotations = get_type_hints(instance.__class__) attr_type = annotations.get(attr_name) if isinstance(remaining_attrs[attr_name], dict) \ and '-keys' in remaining_attrs[attr_name] \ and not attr_type: fork_inst = kwargs['fork_inst'] fork_inst._warn('A dict with -keys was detected without a type ' 'hint for attribute `{}`. This probably means ' 'that you did not provide an annotation in your ' 'class (ending up in __annotations__).' .format(attr_name), 'hashed-keys-without-hint') attr_type = attr_type or type(remaining_attrs[attr_name]) loaded_attr = load(remaining_attrs[attr_name], attr_type, **kwargs) try: setattr(instance, attr_name, loaded_attr) except AttributeError: pass # This is raised when a @property does not have a setter. for attr_name, getter in attr_getters.items(): setattr(instance, attr_name, getter()) def _check_and_transform_keys(obj: dict, key_transformer: Optional[Callable[[str], str]], **kwargs) -> Tuple[dict, dict]: if key_transformer: obj = {key_transformer(key): obj[key] for key in obj} kwargs = { **kwargs, 'key_transformer': key_transformer } return obj, kwargs def _get_remaining_args(obj: dict, cls: type, constructor_args: dict, strict: bool, fork_inst: type) -> dict: # Get the remaining args or raise if strict and the signature is unmatched. remaining_attrs = {attr_name: obj[attr_name] for attr_name in obj if attr_name not in constructor_args and attr_name != META_ATTR} if strict and remaining_attrs: unexpected_arg = list(remaining_attrs.keys())[0] err_msg = ('Type "{}" does not expect "{}".' .format(get_class_name(cls), unexpected_arg)) raise SignatureMismatchError(err_msg, unexpected_arg, obj, cls) return remaining_attrs