






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

from ..features import Audio, Features, Value
from .base import TaskTemplate



@dataclass(frozen=_SCREAMING_SNAKE_CASE      )
class   lowerCamelCase				(_SCREAMING_SNAKE_CASE      ):







		'''simple docstring'''



		_snake_case   :   Dict							=  field(default='''automatic-speech-recognition'''			,  metadata={'''include_in_asdict_even_if_is_default''': True}      )
		_snake_case   :   Tuple							=  Features({'''audio''': Audio()}      )
		_snake_case   :   Tuple							=  Features({'''transcription''': Value('''string'''      )}      )
		_snake_case   :   Optional[int]							=  '''audio'''
		_snake_case   :   List[str]							=  '''transcription'''



		def  __UpperCAmelCase      (							self    ,		_UpperCamelCase       )     ->							str:
							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."       )
							UpperCAmelCase_   :				List[str]						=						copy.deepcopy(self       )
							UpperCAmelCase_   :				Optional[Any]						=						self.input_schema.copy()
							UpperCAmelCase_   :				Union[str, Any]						=						features[self.audio_column]
							UpperCAmelCase_   :				Optional[Any]						=						input_schema
							return task_template



		@property
		def  __UpperCAmelCase      (							self       )     ->							Dict[str, str]:
							return {self.audio_column: "audio", self.transcription_column: "transcription"}











def 					lowercase__				(					__snake_case   :							int  ):


					'''simple docstring'''


					UpperCAmelCase_   :				Tuple						=						[1]

					UpperCAmelCase_	,  UpperCAmelCase_	,  UpperCAmelCase_   :				Tuple						=						0, 0, 0
					UpperCAmelCase_   :				Union[str, Any]						=						ugly_nums[ia] * 2
					UpperCAmelCase_   :				Tuple						=						ugly_nums[ia] * 3
					UpperCAmelCase_   :				Union[str, Any]						=						ugly_nums[ia] * 5

					for _ in range(1					,	__snake_case  ):
										UpperCAmelCase_   :				Tuple						=						min(__snake_case					,	__snake_case					,	__snake_case  )
										ugly_nums.append(__snake_case  )
										if next_num == next_a:
															ia += 1
															UpperCAmelCase_   :				Union[str, Any]						=						ugly_nums[ia] * 2
										if next_num == next_a:
															ia += 1
															UpperCAmelCase_   :				Any						=						ugly_nums[ia] * 3
										if next_num == next_a:
															ia += 1
															UpperCAmelCase_   :				List[str]						=						ugly_nums[ia] * 5
					return ugly_nums[-1]


if __name__ == "__main__":
		from doctest import testmod

		testmod(verbose=True)
		print(F'{ugly_numbers(200) = }')






