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

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


@dataclass(frozen=_UpperCamelCase					)
class       lowerCamelCase_	(  _UpperCamelCase					):






    '''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      UpperCamelCase__  (      self					,					__lowercase)			->      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]					,					lowercase__):
            raise ValueError(f"""Column {self.audio_column} is not an Audio type.""")
        __UpperCamelCase	:str         =						copy.deepcopy(self)
        __UpperCamelCase	:Union[str, Any]         =						self.input_schema.copy()
        __UpperCamelCase	:Any         =						features[self.audio_column]
        __UpperCamelCase	:Optional[int]         =						input_schema
        return task_template







    @property
    def      UpperCamelCase__  (      self)			->      Any:
        return {self.audio_column: "audio", self.transcription_column: "transcription"}









import inspect
import os
import sys
import unittest

import accelerate
from accelerate.test_utils import execute_subprocess_async, require_tpu




class 							lowerCamelCase   (  unittest.TestCase ):


	def  A(    self):
							__UpperCAmelCase			:							List[Any]	    =	inspect.getfile(accelerate.test_utils)
							__UpperCAmelCase			:							Dict	    =	os.path.sep.join(mod_file.split(os.path.sep)[:-1] + ['''scripts''', '''test_script.py'''])
							__UpperCAmelCase			:							Union[str, Any]	    =	os.path.sep.join(inspect.getfile(self.__class__).split(os.path.sep)[:-1])


	@require_tpu
	def  A(    self):
							__UpperCAmelCase			:							Dict	    =	F"\n            {self.test_dir}/xla_spawn.py\n            --num_cores 8\n            {self.test_file_path}\n        ".split()
							__UpperCAmelCase			:							Union[str, Any]	    =	[sys.executable] + distributed_args
							execute_subprocess_async(lowercase__				,     env=os.environ.copy())

