




"""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=__a			)
class  lowercase(					__a			):







 '''simple docstring'''





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


 def 			UpperCamelCase_       (    self:		Optional[Any],				a_:		Tuple		):




   '''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],				a_		):
     raise ValueError(f"Column {self.audio_column} is not an Audio type."		)
   _snake_case							:		int								=  copy.deepcopy(self		)
   _snake_case							:		List[Any]								=  self.input_schema.copy()
   _snake_case							:		Union[str, Any]								=  features[self.audio_column]
   _snake_case							:		str								=  input_schema
   return task_template


 @property
 def 			UpperCamelCase_       (    self:		List[str]		):




   '''simple docstring'''



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








"""simple docstring"""


def  UpperCAmelCase__	(snake_case__							: Optional[Any]   ):
  """simple docstring"""

  _snake_case							:		Union[str, Any]								=  []
  _snake_case							:		Dict								=  set({"""(""", """[""", """{"""}   )
  _snake_case							:		Union[str, Any]								=  set({""")""", """]""", """}"""}   )
  _snake_case							:		Tuple								=  {"""{""": """}""", """[""": """]""", """(""": """)"""}

  for i in range(len(snake_case__   )   ):
    if s[i] in open_brackets:
      stack.append(s[i]   )

    elif s[i] in closed_brackets and (
        len(snake_case__   ) == 0 or (len(snake_case__   ) > 0 and open_to_closed[stack.pop()] != s[i])
    ):
      return False

  return len(snake_case__   ) == 0


def  UpperCAmelCase__	():
  """simple docstring"""

  _snake_case							:		Any								=  input("""Enter sequence of brackets: """   )
  if is_balanced(snake_case__   ):
    print(snake_case__		,       """is balanced"""   )
  else:
    print(snake_case__		,       """is not balanced"""   )


if __name__ == "__main__":
     main()


