





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        _lowerCAmelCase    (			UpperCAmelCase_							):


  '''simple docstring'''
  a_							:       str      					=field(default="""audio-classification"""							,    metadata={"""include_in_asdict_even_if_is_default""": True}							)
  a_							:       ClassVar[Features]      					=Features({"""audio""": Audio()}							)
  a_							:       ClassVar[Features]      					=Features({"""labels""": ClassLabel}							)
  a_							:       str      					="audio"
  a_							:       str      					="labels"







  def UpperCamelCase_ (      self      :					int      ,				UpperCamelCase      :					Tuple							):


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







  @property
  def UpperCamelCase_ (      self      :					str							):


    '''simple docstring'''





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











# Function to print upper half of diamond (pyramid)


def     lowerCamelCase_	(      lowerCAmelCase:	Optional[Any]				)->		List[str]:
  for i in range(0    ,							lowerCAmelCase				):
    for _ in range(0    ,							n - i - 1				):  # printing spaces
      print(' '    ,							end=''				)
    for _ in range(0    ,							i + 1				):  # printing stars
      print('* '    ,							end=''				)
    print()


def     lowerCamelCase_	(      lowerCAmelCase:	Optional[int]				)->		List[Any]:
  for i in range(lowerCAmelCase    ,							0    ,							-1				):
    for _ in range(lowerCAmelCase    ,							0    ,							-1				):  # printing stars
      print('* '    ,							end=''				)
    print()
    for _ in range(n - i + 1    ,							0    ,							-1				):  # printing spaces
      print(' '    ,							end=''				)


def     lowerCamelCase_	(      lowerCAmelCase:	Tuple				)->		int:
  if n <= 0:
    print('       ...       ....        nothing printing :('				)
    return
  floyd(lowerCAmelCase				)  # upper half
  reverse_floyd(lowerCAmelCase				)  # lower half


if __name__ == "__main__":
      print(r"""| /\ | |- |  |-  |--| |\  /| |-""")
      print(r"""|/  \| |- |_ |_  |__| | \/ | |_""")
      lowerCAmelCase_						   =    1
      while K:
            lowerCAmelCase_						   =    int(input("""enter the number and , and see the magic : """))
            print()
            pretty_print(user_number)
            lowerCAmelCase_						   =    int(input("""press 0 to exit... and 1 to continue..."""))

      print("""Good Bye...""")




