


'''simple docstring'''

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

from ..features import Audio, Features, Value
from .base import TaskTemplate
@dataclass(frozen=lowercase_	)
class     __lowerCAmelCase		(lowercase_	):





      '''simple docstring'''






      lowerCAmelCase__   :	str       =				field(default="""automatic-speech-recognition"""    ,	metadata={"""include_in_asdict_even_if_is_default""": True}	)
      lowerCAmelCase__   :	ClassVar[Features]       =				Features({"""audio""": Audio()}	)
      lowerCAmelCase__   :	ClassVar[Features]       =				Features({"""transcription""": Value("""string"""	)}	)
      lowerCAmelCase__   :	str       =				"audio"
      lowerCAmelCase__   :	str       =				"transcription"



      def  UpperCamelCase__						(self       :       Union[str, Any]  ,		UpperCamelCase       :       Union[str, Any]					):

             '''simple docstring'''







             if self.audio_column not in features:
                    raise ValueError(f"Column {self.audio_column} is not present in features."					)
             if not isinstance(features[self.audio_column]  ,		UpperCamelCase					):
                    raise ValueError(f"Column {self.audio_column} is not an Audio type."					)
             lowercase__      =					copy.deepcopy(self					)
             lowercase__      =					self.input_schema.copy()
             lowercase__      =					features[self.audio_column]
             lowercase__      =					input_schema
             return task_template






      @property
      def  UpperCamelCase__						(self       :       Union[str, Any]					):

             '''simple docstring'''







             return {self.audio_column: "audio", self.transcription_column: "transcription"}








'''simple docstring'''

from math import sqrt

def _SCREAMING_SNAKE_CASE (A = 1_000_000			)			->			int:






       """simple docstring"""







       lowercase__      =					0
       lowercase__      =					0
       lowercase__      =					42

       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(A    ,					sum_shortest_sides // 2			)
                                - max(1    ,					sum_shortest_sides - max_cuboid_size			)
                                + 1
                            )

       return max_cuboid_size


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




