
"""simple docstring"""
import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate
@dataclass(frozen=UpperCAmelCase__       )
class 					a	(  UpperCAmelCase__       ):
  UpperCamelCase	:				str     						=					field(default='image-classification'	,      metadata={'include_in_asdict_even_if_is_default': True}       )
  UpperCamelCase	:				ClassVar[Features]     						=					Features({'image': Image()}       )
  UpperCamelCase	:				ClassVar[Features]     						=					Features({'labels': ClassLabel}       )
  UpperCamelCase	:				str     						=					"image"
  UpperCamelCase	:				str     						=					"labels"



  def 	lowerCamelCase__       (						self :					Dict       ,		lowerCAmelCase :					Any		)     ->					Dict:


     '''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]       ,		lowerCAmelCase		):
        raise ValueError(f'''Column {self.label_column} is not a ClassLabel.'''		)
     SCREAMING_SNAKE_CASE_: int     			=copy.deepcopy(self		)
     SCREAMING_SNAKE_CASE_: Optional[int]     			=self.label_schema.copy()
     SCREAMING_SNAKE_CASE_: int     			=features[self.label_column]
     SCREAMING_SNAKE_CASE_: Optional[int]     			=label_schema
     return task_template





  @property
  def 	lowerCamelCase__       (						self :					Optional[Any]		)     ->					Dict[str, str]:


     '''simple docstring'''




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








"""simple docstring"""
def      __magic_name__				(							lowercase ):
   return str(lowercase ) == str(lowercase )[::-1]





def      __magic_name__				(							lowercase ):
   return int(lowercase ) + int(str(lowercase )[::-1] )





def      __magic_name__				(							lowercase = 1_0000 ):
   SCREAMING_SNAKE_CASE_: List[str]     			=[]
   for num in range(1							,			lowercase ):
      SCREAMING_SNAKE_CASE_: List[Any]     			=0
      SCREAMING_SNAKE_CASE_: int     			=num
      while iterations < 50:
         SCREAMING_SNAKE_CASE_: Optional[Any]     			=sum_reverse(lowercase )
         iterations += 1
         if is_palindrome(lowercase ):
            break
      else:
         lychrel_nums.append(lowercase )
   return len(lowercase )


if __name__ == "__main__":
   print(f"""{solution() = }""")



