

'''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


lowercase__			    =			logging.getLogger(__name__)




@dataclass
@add_start_docstrings(TrainingArguments.__doc__							)
class        A_ (				_UpperCamelCase							):






     '''simple docstring'''



     UpperCAmelCase_						:	Dict  		=  field(default=_UpperCamelCase       ,   metadata={"""help""": """Whether to use SortishSampler or not."""}							)
     UpperCAmelCase_						:	List[str]  		=  field(
         default=_UpperCamelCase       ,   metadata={"""help""": """Whether to use generate to calculate generative metrics (ROUGE, BLEU)."""}							)
     UpperCAmelCase_						:	Any  		=  field(
         default=_UpperCamelCase       ,   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."""
             )
         }       ,   )
     UpperCAmelCase_						:	Dict  		=  field(
         default=_UpperCamelCase       ,   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."""
             )
         }       ,   )
     UpperCAmelCase_						:	Union[str, Any]  		=  field(
         default=_UpperCamelCase       ,   metadata={
             """help""": """Model id, file path or url pointing to a GenerationConfig json file, to use during prediction."""
         }       ,   )


     def    UpperCAmelCase_       (		self :     Tuple       )						->	Dict:
      UpperCAmelCase       :	str											= super().to_dict()
      for k, v in d.items():
       if isinstance(lowerCAmelCase_     ,			lowerCAmelCase_       ):
        UpperCAmelCase       :	Optional[int]											= v.to_dict()
      return d











import importlib
import shutil
import threading
import warnings
from typing import List

import fsspec
import fsspec.asyn

from . import compression
from .hffilesystem import HfFileSystem


_snake_case  :    Tuple						    =  importlib.util.find_spec('s3fs') is not None

if _has_safs:
     from .safilesystem import SaFileSystem  # noqa: F401

_snake_case  :    List[compression.BaseCompressedFileFileSystem]						    =  [
    compression.BzaFileSystem,
    compression.GzipFileSystem,
    compression.LzaFileSystem,
    compression.XzFileSystem,
    compression.ZstdFileSystem,
]

# Register custom filesystems
for fs_class in COMPRESSION_FILESYSTEMS + [HfFileSystem]:
     if fs_class.protocol in fsspec.registry and fsspec.registry[fs_class.protocol] is not fs_class:
          warnings.warn(F"""A filesystem protocol was already set for {fs_class.protocol} and will be overwritten.""")
     fsspec.register_implementation(fs_class.protocol, fs_class, clobber=True)

def   a_    ( lowerCAmelCase_      :			str	):
   if "://" in dataset_path:
      __lowerCAmelCase								=	dataset_path.split('://'	)[1]
   return dataset_path

def   a_    ( lowerCAmelCase_      :			fsspec.AbstractFileSystem	):
   if fs is not None and fs.protocol != "file":
      return True
   else:
      return False

def   a_    ( lowerCAmelCase_      :			fsspec.AbstractFileSystem,	lowerCAmelCase_      :			str,	lowerCAmelCase_      :			str	):
   __lowerCAmelCase								=	not is_remote_filesystem(lowerCAmelCase_	)
   if is_local:
      # LocalFileSystem.mv does copy + rm, it is more efficient to simply move a local directory
      shutil.move(fs._strip_protocol(lowerCAmelCase_	),	fs._strip_protocol(lowerCAmelCase_	)	)
   else:
      fs.mv(lowerCAmelCase_,	lowerCAmelCase_,	recursive=lowerCAmelCase_	)




def   a_    ( ):
   if hasattr(fsspec.asyn,	'reset_lock'	):
      # for future fsspec>2022.05.0
      fsspec.asyn.reset_lock()
   else:
      __lowerCAmelCase								=	None
      __lowerCAmelCase								=	None
      __lowerCAmelCase								=	threading.Lock()

