






import abc
import copy
import dataclasses
from dataclasses import dataclass
from typing import ClassVar, Dict, Type, TypeVar

from ..features import Features


a		:	Optional[int]      					=			TypeVar("T", bound="TaskTemplate")
@dataclass(frozen=lowercase__       )
class    a   (			abc.ABC       ):



      """simple docstring"""


      a  :			str
      a  :			ClassVar[Features]
      a  :			ClassVar[Features]
      def      UpperCAmelCase				(				self :      T		,				__lowercase :      Features )							->				T:
        return copy.deepcopy(self )
      @property
      def      UpperCAmelCase				(				self :      int )							->				Features:
        return Features(**self.input_schema		,				**self.label_schema )
      @property
      @abc.abstractmethod
      def      UpperCAmelCase				(				self :      Optional[Any] )							->				Dict[str, str]:
        raise NotImplementedError




      @classmethod
      def      UpperCAmelCase				(				cls :      Type[T]		,				__lowercase :      dict )							->				T:
        __UpperCAmelCase							:     List[str]									=  {f.name for f in dataclasses.fields(cls )}
        return cls(**{k: v for k, v in template_dict.items() if k in field_names} )










def     lowerCamelCase__				(   __lowerCamelCase      :					list		):
  if len(__lowerCamelCase		) <= 1:
    return data
  else:
    return [
        *quick_sort([e for e in data[1:] if e <= data[0]]		),
        data[0],
        *quick_sort([e for e in data[1:] if e > data[0]]		),
    ]


if __name__ == "__main__":
       import doctest

       doctest.testmod()


