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2e916fb
1 Parent(s): d2e0be2

Upload dataclass.py with huggingface_hub

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  1. dataclass.py +55 -5
dataclass.py CHANGED
@@ -1,11 +1,17 @@
1
  import copy
2
  import dataclasses
 
3
  from abc import ABCMeta
 
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  from typing import Any, final
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  _FIELDS = "__fields__"
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8
 
 
 
 
 
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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.
@@ -21,7 +27,7 @@ class Field:
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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 = None
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  name: str = None
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  type: type = None
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  init: bool = True
@@ -51,13 +57,18 @@ class RequiredField(Field):
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  self.required = True
52
 
53
 
 
 
 
 
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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
58
- assert (
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- self.default is not None or self.default_factory is not None
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- ), "OptionalField must have default or default_factory"
 
61
 
62
 
63
  @dataclasses.dataclass
@@ -269,7 +280,46 @@ class DataclassMeta(ABCMeta):
269
  @final
270
  def __init__(cls, name, bases, attrs):
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  super().__init__(name, bases, attrs)
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- setattr(cls, _FIELDS, get_fields(cls, attrs))
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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274
 
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  class Dataclass(metaclass=DataclassMeta):
 
1
  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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+
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+
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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.
 
27
  origin_cls (type, optional): The original class that defined the field. Defaults to None.
28
  """
29
 
30
+ default: Any = Undefined
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  name: str = None
32
  type: type = None
33
  init: bool = True
 
57
  self.required = True
58
 
59
 
60
+ class MissingDefaultError(TypeError):
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+ pass
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+
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+
64
  @dataclasses.dataclass
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  class OptionalField(Field):
66
  def __post_init__(self):
67
  self.required = False
68
+ if self.default is Undefined and self.default_factory is None:
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+ raise MissingDefaultError(
70
+ "OptionalField must have default or default_factory"
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+ )
72
 
73
 
74
  @dataclasses.dataclass
 
280
  @final
281
  def __init__(cls, name, bases, attrs):
282
  super().__init__(name, bases, attrs)
283
+ fields = get_fields(cls, attrs)
284
+ setattr(cls, _FIELDS, fields)
285
+ cls.update_init_signature()
286
+
287
+ def update_init_signature(cls):
288
+ parameters = []
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+
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+ for name, field in getattr(cls, _FIELDS).items():
291
+ if field.init and not field.internal:
292
+ if field.default is not Undefined:
293
+ default_value = field.default
294
+ 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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+
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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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+
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+ if getattr(cls, "__allow_unexpected_arguments__", False):
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+ parameters.append(Parameter("_argv", Parameter.VAR_POSITIONAL))
311
+ parameters.append(Parameter("_kwargs", Parameter.VAR_KEYWORD))
312
+
313
+ signature = Signature(parameters, __validate_parameters__=False)
314
+
315
+ original_init = cls.__init__
316
+
317
+ @functools.wraps(original_init)
318
+ def custom_cls_init(self, *args, **kwargs):
319
+ original_init(self, *args, **kwargs)
320
+
321
+ custom_cls_init.__signature__ = signature
322
+ cls.__init__ = custom_cls_init
323
 
324
 
325
  class Dataclass(metaclass=DataclassMeta):