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

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





@dataclass(frozen=__a       )
class 	_lowerCAmelCase					(	__a       ):
				_lowercase					=field(default='''audio-classification'''					,      metadata={'''include_in_asdict_even_if_is_default''': True}       )
				_lowercase					=Features({'''audio''': Audio()}       )
				_lowercase					=Features({'''labels''': ClassLabel}       )
				_lowercase					="audio"
				_lowercase					="labels"




				def      __a						(					self				,				_UpperCamelCase     )				->      int:
							if self.label_column not in features:
										raise ValueError(f"""Column {self.label_column} is not present in features."""     )
							if not isinstance(features[self.label_column]				,				_UpperCamelCase     ):
										raise ValueError(f"""Column {self.label_column} is not a ClassLabel."""     )
							lowerCAmelCase_						=	copy.deepcopy(self     )
							lowerCAmelCase_						=	self.label_schema.copy()
							lowerCAmelCase_						=	features[self.label_column]
							lowerCAmelCase_						=	label_schema
							return task_template




				@property
				def      __a						(					self     )				->      Dict[str, str]:
							return {
							    self.audio_column: "audio",
							    self.label_column: "labels",
							}





from argparse import ArgumentParser

from .add_new_model import AddNewModelCommand
from .add_new_model_like import AddNewModelLikeCommand
from .convert import ConvertCommand
from .download import DownloadCommand
from .env import EnvironmentCommand
from .lfs import LfsCommands
from .pt_to_tf import PTtoTFCommand
from .run import RunCommand
from .serving import ServeCommand
from .user import UserCommands






def    lowerCamelCase__				(				):




			"""simple docstring"""


			lowerCAmelCase_						=	ArgumentParser("Transformers CLI tool"    ,							usage="transformers-cli <command> [<args>]"				)
			lowerCAmelCase_						=	parser.add_subparsers(help="transformers-cli command helpers"				)

			# Register commands
			ConvertCommand.register_subcommand(__lowerCAmelCase				)
			DownloadCommand.register_subcommand(__lowerCAmelCase				)
			EnvironmentCommand.register_subcommand(__lowerCAmelCase				)
			RunCommand.register_subcommand(__lowerCAmelCase				)
			ServeCommand.register_subcommand(__lowerCAmelCase				)
			UserCommands.register_subcommand(__lowerCAmelCase				)
			AddNewModelCommand.register_subcommand(__lowerCAmelCase				)
			AddNewModelLikeCommand.register_subcommand(__lowerCAmelCase				)
			LfsCommands.register_subcommand(__lowerCAmelCase				)
			PTtoTFCommand.register_subcommand(__lowerCAmelCase				)

			# Let's go
			lowerCAmelCase_						=	parser.parse_args()

			if not hasattr(__lowerCAmelCase    ,							"func"				):
						parser.print_help()
						exit(1				)

			# Run
			lowerCAmelCase_						=	args.func(__lowerCAmelCase				)
			service.run()


if __name__ == "__main__":
			main()



