Upload dataclass.py with huggingface_hub
Browse files- dataclass.py +55 -5
dataclass.py
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import copy
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import dataclasses
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from abc import ABCMeta
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from typing import Any, final
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_FIELDS = "__fields__"
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@dataclasses.dataclass
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class Field:
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"""An alternative to dataclasses.dataclass decorator for a more flexible field definition.
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origin_cls (type, optional): The original class that defined the field. Defaults to None.
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"""
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default: Any =
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name: str = None
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type: type = None
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init: bool = True
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@@ -51,13 +57,18 @@ class RequiredField(Field):
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self.required = True
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@dataclasses.dataclass
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class OptionalField(Field):
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def __post_init__(self):
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self.required = False
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@dataclasses.dataclass
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@@ -269,7 +280,46 @@ class DataclassMeta(ABCMeta):
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@final
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def __init__(cls, name, bases, attrs):
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super().__init__(name, bases, attrs)
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class Dataclass(metaclass=DataclassMeta):
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import copy
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import dataclasses
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import functools
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from abc import ABCMeta
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from inspect import Parameter, Signature
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from typing import Any, final
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_FIELDS = "__fields__"
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class Undefined:
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pass
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@dataclasses.dataclass
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class Field:
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"""An alternative to dataclasses.dataclass decorator for a more flexible field definition.
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origin_cls (type, optional): The original class that defined the field. Defaults to None.
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"""
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default: Any = Undefined
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name: str = None
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type: type = None
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init: bool = True
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self.required = True
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class MissingDefaultError(TypeError):
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pass
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@dataclasses.dataclass
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class OptionalField(Field):
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def __post_init__(self):
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self.required = False
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if self.default is Undefined and self.default_factory is None:
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raise MissingDefaultError(
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"OptionalField must have default or default_factory"
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)
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@dataclasses.dataclass
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@final
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def __init__(cls, name, bases, attrs):
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super().__init__(name, bases, attrs)
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fields = get_fields(cls, attrs)
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setattr(cls, _FIELDS, fields)
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cls.update_init_signature()
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def update_init_signature(cls):
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parameters = []
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for name, field in getattr(cls, _FIELDS).items():
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if field.init and not field.internal:
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if field.default is not Undefined:
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default_value = field.default
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elif field.default_factory is not None:
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default_value = field.default_factory()
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else:
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default_value = Parameter.empty
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if isinstance(default_value, dataclasses._MISSING_TYPE):
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default_value = Parameter.empty
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param = Parameter(
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name,
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Parameter.POSITIONAL_OR_KEYWORD,
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default=default_value,
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annotation=field.type,
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)
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parameters.append(param)
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if getattr(cls, "__allow_unexpected_arguments__", False):
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parameters.append(Parameter("_argv", Parameter.VAR_POSITIONAL))
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parameters.append(Parameter("_kwargs", Parameter.VAR_KEYWORD))
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signature = Signature(parameters, __validate_parameters__=False)
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original_init = cls.__init__
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@functools.wraps(original_init)
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def custom_cls_init(self, *args, **kwargs):
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original_init(self, *args, **kwargs)
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custom_cls_init.__signature__ = signature
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cls.__init__ = custom_cls_init
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class Dataclass(metaclass=DataclassMeta):
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