


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




						def 	_UpperCamelCase					(       self ,				a_      ):
							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."""      )
							lowerCamelCase_					:				Any              =  copy.deepcopy(self      )
							lowerCamelCase_					:				Any              =  self.input_schema.copy()
							lowerCamelCase_					:				Union[str, Any]              =  features[self.audio_column]
							lowerCamelCase_					:				Dict              =  input_schema
							return task_template




						@property
						def 	_UpperCamelCase					(       self      ):
							return {self.audio_column: "audio", self.transcription_column: "transcription"}






from .configuration_bert_masked import MaskedBertConfig
from .modeling_bert_masked import (
    MaskedBertForMultipleChoice,
    MaskedBertForQuestionAnswering,
    MaskedBertForSequenceClassification,
    MaskedBertForTokenClassification,
    MaskedBertModel,
)
from .modules import *



