



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 	lowerCamelCase__	(       _A):



 """simple docstring"""

 a__					: str =  field(default="automatic-speech-recognition"							,  metadata={"include_in_asdict_even_if_is_default": True})
 a__					: ClassVar[Features] =  Features({"audio": Audio()})
 a__					: ClassVar[Features] =  Features({"transcription": Value("string")})
 a__					: str =  "audio"
 a__					: str =  "transcription"

 def     snake_case_      (    self					:					List[str]			,						__lowerCAmelCase					:					int      )   ->	Optional[int]:
    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]			,						__lowerCAmelCase      ):
       raise ValueError(f'''Column {self.audio_column} is not an Audio type.'''      )
    _A      =       copy.deepcopy(self      )
    _A      =       self.input_schema.copy()
    _A      =       features[self.audio_column]
    _A      =       input_schema
    return task_template

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








from graphs.minimum_spanning_tree_kruskal import kruskal

def 	SCREAMING_SNAKE_CASE_							(	)  ->     Tuple:
   _A      =       9
   _A      =       [
       [0, 1, 4],
       [0, 7, 8],
       [1, 2, 8],
       [7, 8, 7],
       [7, 6, 1],
       [2, 8, 2],
       [8, 6, 6],
       [2, 3, 7],
       [2, 5, 4],
       [6, 5, 2],
       [3, 5, 14],
       [3, 4, 9],
       [5, 4, 10],
       [1, 7, 11],
   ]

   _A      =       kruskal(_snake_case	,   _snake_case				)

   _A      =       [
       [7, 6, 1],
       [2, 8, 2],
       [6, 5, 2],
       [0, 1, 4],
       [2, 5, 4],
       [2, 3, 7],
       [0, 7, 8],
       [3, 4, 9],
   ]

   assert sorted(_snake_case				) == sorted(_snake_case				)



