

"""simple docstring"""





import logging
import os

from .state import PartialState




class  _lowerCAmelCase  (     logging.LoggerAdapter       ):







 """simple docstring"""







 @staticmethod
 def  _lowercase			(      UpperCAmelCase__							:      int     ):
    __lowercase								=						PartialState()
    return not main_process_only or (main_process_only and state.is_main_process)



 def  _lowercase			(      self							:      Union[str, Any], UpperCAmelCase__							:      Optional[int], UpperCAmelCase__							:      List[Any], *UpperCAmelCase__							:      int, **UpperCAmelCase__							:      Tuple     ):
    if PartialState._shared_state == {}:
       raise RuntimeError(
           "You must initialize the accelerate state by calling either `PartialState()` or `Accelerator()` before using the logging utility."     )
    __lowercase								=						kwargs.pop("main_process_only", UpperCAmelCase__     )
    __lowercase								=						kwargs.pop("in_order", UpperCAmelCase__     )

    if self.isEnabledFor(UpperCAmelCase__     ):
       if self._should_log(UpperCAmelCase__     ):
          __lowercase		,__lowercase								=						self.process(UpperCAmelCase__, UpperCAmelCase__     )
          self.logger.log(UpperCAmelCase__, UpperCAmelCase__, *UpperCAmelCase__, **UpperCAmelCase__     )

       elif in_order:
          __lowercase								=						PartialState()
          for i in range(state.num_processes     ):
             if i == state.process_index:
                __lowercase		,__lowercase								=						self.process(UpperCAmelCase__, UpperCAmelCase__     )
                self.logger.log(UpperCAmelCase__, UpperCAmelCase__, *UpperCAmelCase__, **UpperCAmelCase__     )
             state.wait_for_everyone()







def   _A  (  UpperCamelCase_					:	str,      UpperCamelCase_					:	str = None)     ->						Tuple:
   '''simple docstring'''


   if log_level is None:
      __lowercase								=						os.environ.get("ACCELERATE_LOG_LEVEL",      UpperCamelCase_)
   __lowercase								=						logging.getLogger(UpperCamelCase_)
   if log_level is not None:
      logger.setLevel(log_level.upper())
      logger.root.setLevel(log_level.upper())
   return MultiProcessAdapter(UpperCamelCase_,      {})







"""simple docstring"""





import re

from filelock import FileLock


try:
   import nltk

   _a							=							True
except (ImportError, ModuleNotFoundError):
   _a							=							False

if NLTK_AVAILABLE:
   with FileLock('.lock') as lock:
      nltk.download('punkt', quiet=True)




def   _A  (  UpperCamelCase_					:	str)     ->						str:
   '''simple docstring'''


   re.sub("<n>",      "",      UpperCamelCase_)  # remove pegasus newline char
   assert NLTK_AVAILABLE, "nltk must be installed to separate newlines between sentences. (pip install nltk)"
   return "\n".join(nltk.sent_tokenize(UpperCamelCase_))




