



"""simple docstring"""





import logging
from dataclasses import dataclass, field
from pathlib import Path
from typing import Optional, Union

from .generation.configuration_utils import GenerationConfig
from .training_args import TrainingArguments
from .utils import add_start_docstrings


__lowerCAmelCase       :					Optional[int]      					=					logging.getLogger(__name__)



@dataclass
@add_start_docstrings(TrainingArguments.__doc__		)
class    _lowerCAmelCase    (				SCREAMING_SNAKE_CASE__		):





		"""simple docstring"""






		_lowerCamelCase			  =       field(default=SCREAMING_SNAKE_CASE__  ,				metadata={'''help''': '''Whether to use SortishSampler or not.'''}		)
		_lowerCamelCase			  =       field(
		    default=SCREAMING_SNAKE_CASE__  ,				metadata={'''help''': '''Whether to use generate to calculate generative metrics (ROUGE, BLEU).'''}		)
		_lowerCamelCase			  =       field(
		    default=SCREAMING_SNAKE_CASE__  ,				metadata={
		        '''help''': (
		            '''The `max_length` to use on each evaluation loop when `predict_with_generate=True`. Will default '''
		            '''to the `max_length` value of the model configuration.'''
		        )
		    }  ,				)
		_lowerCamelCase			  =       field(
		    default=SCREAMING_SNAKE_CASE__  ,				metadata={
		        '''help''': (
		            '''The `num_beams` to use on each evaluation loop when `predict_with_generate=True`. Will default '''
		            '''to the `num_beams` value of the model configuration.'''
		        )
		    }  ,				)
		_lowerCamelCase			  =       field(
		    default=SCREAMING_SNAKE_CASE__  ,				metadata={
		        '''help''': '''Model id, file path or url pointing to a GenerationConfig json file, to use during prediction.'''
		    }  ,				)





		def    UpperCAmelCase__							(					self   ) ->						List[str]:







								'''simple docstring'''

								snake_case_   : List[Any]						=			super().to_dict()
								for k, v in d.items():
														if isinstance(_lowercase							,    _lowercase   ):
																				snake_case_   : Union[str, Any]						=			v.to_dict()
								return d






"""simple docstring"""





def 	__lowerCAmelCase						(		__UpperCamelCase      :			str    ):


						'''simple docstring'''






						return " ".join(input_str.split()[::-1]    )


if __name__ == "__main__":
					import doctest

					doctest.testmod()

