






import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate
@dataclass(frozen=__lowercase			)
class 							A_    (						__lowercase			):






 '''simple docstring'''




 _SCREAMING_SNAKE_CASE							:			str =					field(default="image-classification" ,   metadata={"include_in_asdict_even_if_is_default": True}			)
 _SCREAMING_SNAKE_CASE							:			ClassVar[Features] =					Features({"image": Image()}			)
 _SCREAMING_SNAKE_CASE							:			ClassVar[Features] =					Features({"labels": ClassLabel}			)
 _SCREAMING_SNAKE_CASE							:			str =					"image"
 _SCREAMING_SNAKE_CASE							:			str =					"labels"


 def  snake_case__				(	self							,  _A) ->		Optional[int]:

     """simple docstring"""



     if self.label_column not in features:
         raise ValueError(f'''Column {self.label_column} is not present in features.''')
     if not isinstance(features[self.label_column]							,  _A):
         raise ValueError(f'''Column {self.label_column} is not a ClassLabel.''')
     _UpperCAmelCase				:      Union[str, Any]			  =				copy.deepcopy(self)
     _UpperCAmelCase				:      Optional[int]			  =				self.label_schema.copy()
     _UpperCAmelCase				:      Dict			  =				features[self.label_column]
     _UpperCAmelCase				:      Tuple			  =				label_schema
     return task_template


 @property
 def  snake_case__				(	self) ->		Dict[str, str]:

     """simple docstring"""



     return {
         self.image_column: "image",
         self.label_column: "labels",
     }












def      _lowerCamelCase	(						__A    :							int )      ->					bool:
    if not isinstance(__A		,		__A ):
        _UpperCAmelCase				:      Tuple			  =				f'''Input value of [number={number}] must be an integer'''
        raise TypeError(__A )
    if number < 0:
        return False
    _UpperCAmelCase				:      List[str]			  =				number * number
    while number > 0:
        if number % 10 != number_square % 10:
            return False
        number //= 10
        number_square //= 10
    return True


if __name__ == "__main__":
  import doctest

  doctest.testmod()




