





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

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


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







							"""simple docstring"""




							UpperCAmelCase_      						=   field(default="automatic-speech-recognition"							,     metadata={"include_in_asdict_even_if_is_default": True}      )
							UpperCAmelCase_      						=   Features({"audio": Audio()}      )
							UpperCAmelCase_      						=   Features({"transcription": Value("string"      )}      )
							UpperCAmelCase_      						=   "audio"
							UpperCAmelCase_      						=   "transcription"






							def  A_     ( self     :					List[str],			_UpperCAmelCase     :					Tuple						)				->			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.'''						)
														SCREAMING_SNAKE_CASE__       :      str     =						copy.deepcopy(self						)
														SCREAMING_SNAKE_CASE__       :      List[Any]     =						self.input_schema.copy()
														SCREAMING_SNAKE_CASE__       :      int     =						features[self.audio_column]
														SCREAMING_SNAKE_CASE__       :      Dict     =						input_schema
														return task_template






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





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













def _a (  SCREAMING_SNAKE_CASE__      :  int = 50_00_00_00       )	->    int:

							'''simple docstring'''






							SCREAMING_SNAKE_CASE__       :      str     =						set()
							SCREAMING_SNAKE_CASE__       :      Dict     =						int((limit - 24) ** (1 / 2)       )

							SCREAMING_SNAKE_CASE__       :      Any     =						set(range(3			,				prime_square_limit + 1			,				2       )       )
							primes.add(2       )
							for p in range(3			,				prime_square_limit + 1			,				2       ):
														if p not in primes:
																					continue
														primes.difference_update(set(range(p * p			,				prime_square_limit + 1			,				SCREAMING_SNAKE_CASE__       )       )       )

							for primea in primes:
														SCREAMING_SNAKE_CASE__       :      Optional[int]     =						primea * primea
														for primea in primes:
																					SCREAMING_SNAKE_CASE__       :      Union[str, Any]     =						primea * primea * primea
																					if square + cube >= limit - 16:
																												break
																					for primea in primes:
																												SCREAMING_SNAKE_CASE__       :      List[str]     =						primea * primea * primea * primea
																												SCREAMING_SNAKE_CASE__       :      Optional[int]     =						square + cube + tetr
																												if total >= limit:
																																			break
																												ret.add(SCREAMING_SNAKE_CASE__       )

							return len(SCREAMING_SNAKE_CASE__       )


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






