



"""simple docstring"""
import copy
from dataclasses import dataclass, field
from typing import ClassVar, Dict

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



@dataclass(frozen=UpperCAmelCase__ )
class       SCREAMING_SNAKE_CASE__  (					UpperCAmelCase__ ):
   # `task` is not a ClassVar since we want it to be part of the `asdict` output for JSON serialization
   __lowerCAmelCase  :   str						=						field(default='text-classification'      ,			metadata={'include_in_asdict_even_if_is_default': True} )
   __lowerCAmelCase  :   ClassVar[Features]						=						Features({'text': Value('string' )} )
   __lowerCAmelCase  :   ClassVar[Features]						=						Features({'labels': ClassLabel} )
   __lowerCAmelCase  :   str						=						"text"
   __lowerCAmelCase  :   str						=						"labels"

   def 	SCREAMING_SNAKE_CASE     (   self      ,     _SCREAMING_SNAKE_CASE						)  ->      List[Any]:





    '''simple docstring'''




    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]      ,     _SCREAMING_SNAKE_CASE						):
     raise ValueError(F"Column {self.label_column} is not a ClassLabel."						)
    UpperCAmelCase	:					Any	=	copy.deepcopy(self						)
    UpperCAmelCase	:					int	=	self.label_schema.copy()
    UpperCAmelCase	:					Optional[Any]	=	features[self.label_column]
    UpperCAmelCase	:					Optional[int]	=	label_schema
    return task_template




   @property
   def 	SCREAMING_SNAKE_CASE     (   self						)  ->      Dict[str, str]:





    '''simple docstring'''




    return {
        self.text_column: "text",
        self.label_column: "labels",
    }





"""simple docstring"""
# Copyright 2021 The HuggingFace Team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.

from argparse import ArgumentParser

from accelerate.commands.config import get_config_parser
from accelerate.commands.env import env_command_parser
from accelerate.commands.launch import launch_command_parser
from accelerate.commands.test import test_command_parser
from accelerate.commands.tpu import tpu_command_parser

def       _snake_case						(						):
 UpperCAmelCase	:					List[str]	=	ArgumentParser("""Accelerate CLI tool"""			,		usage="""accelerate <command> [<args>]"""			,		allow_abbrev=UpperCamelCase						)
 UpperCAmelCase	:					Dict	=	parser.add_subparsers(help="""accelerate command helpers"""						)

 # Register commands
 get_config_parser(subparsers=UpperCamelCase						)
 env_command_parser(subparsers=UpperCamelCase						)
 launch_command_parser(subparsers=UpperCamelCase						)
 tpu_command_parser(subparsers=UpperCamelCase						)
 test_command_parser(subparsers=UpperCamelCase						)

 # Let's go
 UpperCAmelCase	:					Optional[int]	=	parser.parse_args()

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

 # Run
 args.func(UpperCamelCase						)


if __name__ == "__main__":
      main()
