

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

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


@dataclass(frozen=__snake_case				)
class SCREAMING_SNAKE_CASE	(		__snake_case				):






			"""simple docstring"""




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


			def       __lowerCAmelCase			(     self			,					__UpperCamelCase				):

				"""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]			,					__UpperCamelCase				):
					raise ValueError(f"""Column {self.audio_column} is not an Audio type."""				)
				snake_case_   		=			copy.deepcopy(self				)
				snake_case_   		=			self.input_schema.copy()
				snake_case_   		=			features[self.audio_column]
				snake_case_   		=			input_schema
				return task_template







			@property
			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


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



import unittest

from accelerate import debug_launcher
from accelerate.test_utils import require_cpu, test_ops, test_script


@require_cpu
class SCREAMING_SNAKE_CASE	(		unittest.TestCase				):






			"""simple docstring"""




			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


				debug_launcher(test_script.main				)







			def       __lowerCAmelCase			(     self				):

				"""simple docstring"""


				debug_launcher(test_ops.main				)
