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

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

@dataclass(frozen=UpperCamelCase_						)
class       snake_case					(      UpperCamelCase_						):
  lowercase_			=     field(default='audio-classification'   ,						metadata={'include_in_asdict_even_if_is_default': True}						)
  lowercase_			=     Features({'audio': Audio()}						)
  lowercase_			=     Features({'labels': ClassLabel}						)
  lowercase_			=     "audio"
  lowercase_			=     "labels"




  def 	__lowercase(      self     :	Tuple     , a_     :	Optional[int]				)->       List[str]:




       """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]     , a_				):
            raise ValueError(F'''Column {self.label_column} is not a ClassLabel.'''				)
       SCREAMING_SNAKE_CASE__				:				Union[str, Any]			=		copy.deepcopy(self				)
       SCREAMING_SNAKE_CASE__				:				List[Any]			=		self.label_schema.copy()
       SCREAMING_SNAKE_CASE__				:				Any			=		features[self.label_column]
       SCREAMING_SNAKE_CASE__				:				List[Any]			=		label_schema
       return task_template




  @property
  def 	__lowercase(      self     :	Tuple				)->       Dict[str, str]:




       """simple docstring"""
       return {
           self.audio_column: "audio",
           self.label_column: "labels",
       }




import math







def     _a				(      lowercase__  :			int ):







     '''simple docstring'''


     assert isinstance(lowercase__     ,  lowercase__ ) and (
         number >= 0
     ), "'number' must been an int and positive"

     if 1 < number < 4:
          # 2 and 3 are primes
          return True
     elif number < 2 or not number % 2:
          # Negatives, 0, 1 and all even numbers are not primes
          return False

     SCREAMING_SNAKE_CASE__				:				Tuple			=		range(3     ,  int(math.sqrt(lowercase__ ) + 1 )     ,  2 )
     return not any(not number % i for i in odd_numbers )







def     _a				(      lowercase__  :			List[str]     ,  lowercase__  :			Any=1     ,  **lowercase__  :			Any ):







     '''simple docstring'''


     SCREAMING_SNAKE_CASE__				:				int			=		factor * value
     SCREAMING_SNAKE_CASE__				:				Dict			=		value

     while not is_prime(lowercase__ ):
          value += 1 if not ("desc" in kwargs and kwargs["desc"] is True) else -1

     if value == first_value_val:
          return next_prime(value + 1     ,  **lowercase__ )
     return value



