



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

from ..features import ClassLabel, Features, Image
from .base import TaskTemplate

@dataclass(frozen=_A						)
class 	lowerCamelCase_    ( _A						):






      '''simple docstring'''
      a__   =  field(default="image-classification"						,metadata={"include_in_asdict_even_if_is_default": True}						)
      a__   =  Features({"image": Image()}						)
      a__   =  Features({"labels": ClassLabel}						)
      a__   =  "image"
      a__   =  "labels"







      def 			SCREAMING_SNAKE_CASE__		(	self      :			Union[str, Any]	,	__lowerCamelCase      :			int )      ->				int:
         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.""" )
         A							:					Optional[int]              =						copy.deepcopy(self )
         A							:					Union[str, Any]              =						self.label_schema.copy()
         A							:					List[Any]              =						features[self.label_column]
         A							:					List[Any]              =						label_schema
         return task_template







      @property
      def 			SCREAMING_SNAKE_CASE__		(	self      :			int )      ->				Dict[str, str]:
         return {
             self.image_column: "image",
             self.label_column: "labels",
         }




from math import sqrt




def 	UpperCAmelCase   (						_lowerCamelCase = 100_0000    ):
			A							:					int              =						0
			A							:					int              =						0
			A							:					int

			while num_cuboids <= limit:
						max_cuboid_size += 1
						for sum_shortest_sides in range(2 ,    2 * max_cuboid_size + 1    ):
									if sqrt(sum_shortest_sides**2 + max_cuboid_size**2    ).is_integer():
												num_cuboids += (
												    min(_lowerCamelCase ,    sum_shortest_sides // 2    )
												    - max(1 ,    sum_shortest_sides - max_cuboid_size    )
												    + 1
												)

			return max_cuboid_size


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