code: 
  
  import logging
  import os
  import sys
  import threading
  from logging import (
      CRITICAL,  # NOQA
      DEBUG,  # NOQA
      ERROR,  # NOQA
      FATAL,  # NOQA
      INFO,  # NOQA
      NOTSET,  # NOQA
      WARN,  # NOQA
      WARNING,  # NOQA
  )
  from typing import Optional
  
  from tqdm import auto as tqdm_lib
  
  
  snake_case_    						=				threading.Lock()
  snake_case_    						=				None
  
  snake_case_    						=				{
      '''debug''': logging.DEBUG,
      '''info''': logging.INFO,
      '''warning''': logging.WARNING,
      '''error''': logging.ERROR,
      '''critical''': logging.CRITICAL,
  }
  
  snake_case_    						=				logging.WARNING
  
  snake_case_    						=				True
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					lowercase__					:     List[str]   = os.getenv('DIFFUSERS_VERBOSITY'			,  SCREAMING_SNAKE_CASE_    )
  					if env_level_str:
  										if env_level_str in log_levels:
  															return log_levels[env_level_str]
  										else:
  															logging.getLogger().warning(
  															    f"""Unknown option DIFFUSERS_VERBOSITY={env_level_str}, """
  															    f"""has to be one of: { ", ".join(log_levels.keys()    ) }"""    )
  					return _default_log_level
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return __name__.split('.'    )[0]
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return logging.getLogger(_get_library_name()    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					global _default_handler
  
  					with _lock:
  										if _default_handler:
  															# This library has already configured the library root logger.
  															return
  										lowercase__					:     Optional[int]   = logging.StreamHandler()  # Set sys.stderr as stream.
  										lowercase__					:     Union[str, Any]   = sys.stderr.flush
  
  										# Apply our default configuration to the library root logger.
  										lowercase__					:     Optional[int]   = _get_library_root_logger()
  										library_root_logger.addHandler(_default_handler    )
  										library_root_logger.setLevel(_get_default_logging_level()    )
  										lowercase__					:     Optional[Any]   = False
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					global _default_handler
  
  					with _lock:
  										if not _default_handler:
  															return
  
  										lowercase__					:     Optional[int]   = _get_library_root_logger()
  										library_root_logger.removeHandler(_default_handler    )
  										library_root_logger.setLevel(logging.NOTSET    )
  										lowercase__					:     Tuple   = None
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return log_levels
  
  def 			snake_case__    (					SCREAMING_SNAKE_CASE_	:					Optional[str] = None    ):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					if name is None:
  										lowercase__					:     Optional[int]   = _get_library_name()
  
  					_configure_library_root_logger()
  					return logging.getLogger(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  					return _get_library_root_logger().getEffectiveLevel()
  
  def 			snake_case__    (					SCREAMING_SNAKE_CASE_	:					int    ):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  					_get_library_root_logger().setLevel(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return set_verbosity(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return set_verbosity(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return set_verbosity(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					return set_verbosity(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  
  					assert _default_handler is not None
  					_get_library_root_logger().removeHandler(_default_handler    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  
  					assert _default_handler is not None
  					_get_library_root_logger().addHandler(_default_handler    )
  
  def 			snake_case__    (					SCREAMING_SNAKE_CASE_	:					logging.Handler    ):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  
  					assert handler is not None
  					_get_library_root_logger().addHandler(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					SCREAMING_SNAKE_CASE_	:					logging.Handler    ):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  
  					assert handler is not None and handler not in _get_library_root_logger().handlers
  					_get_library_root_logger().removeHandler(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  					lowercase__					:     Dict   = False
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					_configure_library_root_logger()
  					lowercase__					:     str   = True
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					lowercase__					:     Union[str, Any]   = _get_library_root_logger().handlers
  
  					for handler in handlers:
  										lowercase__					:     Any   = logging.Formatter('[%(levelname)s|%(filename)s:%(lineno)s] %(asctime)s >> %(message)s'    )
  										handler.setFormatter(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					lowercase__					:     str   = _get_library_root_logger().handlers
  
  					for handler in handlers:
  										handler.setFormatter(SCREAMING_SNAKE_CASE_    )
  
  def 			snake_case__    (					self	:					List[str]			,  *SCREAMING_SNAKE_CASE_	:					Union[str, Any]			,  **SCREAMING_SNAKE_CASE_	:					Optional[Any]    ):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					lowercase__					:     int   = os.getenv('DIFFUSERS_NO_ADVISORY_WARNINGS'			,  SCREAMING_SNAKE_CASE_    )
  					if no_advisory_warnings:
  										return
  					self.warning(*SCREAMING_SNAKE_CASE_			,  **SCREAMING_SNAKE_CASE_    )
  
  
  snake_case_    						=				warning_advice
  
  
  class    SCREAMING_SNAKE_CASE__      :
  
  
  
  
  
  				def __init__(   self		,     *a		,     **a):  # pylint: disable=unused-argument
  									lowercase__					:     Any   = args[0] if args else None
  
  
  
  
  
  				def __iter__(   self):
  									return iter(self._iterator)
  
  
  
  
  
  				def __getattr__(   self		,     a):
  
  
  
  
  
  
  									def empty_fn(*a		,     **a):  # pylint: disable=unused-argument
  														return
  
  									return empty_fn
  
  
  
  
  
  				def __enter__(   self):
  									return self
  
  
  
  
  
  				def __exit__(   self		,     a		,     a		,     a):
  									return
  
  
  
  class    SCREAMING_SNAKE_CASE__      :
  
  
  
  
  
  				def __call__(   self		,     *a		,     **a):
  
  
  
  
  
  
  									if _tqdm_active:
  														return tqdm_lib.tqdm(*a		,     **a)
  									else:
  														return EmptyTqdm(*a		,     **a)
  
  
  
  
  
  				def    snake_case_       (   self		,     *a		,     **a):
  									lowercase__					:     Union[str, Any]   = None
  									if _tqdm_active:
  														return tqdm_lib.tqdm.set_lock(*a		,     **a)
  
  
  
  
  
  				def    snake_case_       (   self):
  
  
  
  
  
  
  									if _tqdm_active:
  														return tqdm_lib.tqdm.get_lock()
  
  
  
  snake_case_    						=				_tqdm_cls()
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					global _tqdm_active
  					return bool(_tqdm_active    )
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					global _tqdm_active
  					lowercase__					:     Tuple   = True
  
  def 			snake_case__    (					):
  
  
  
  					'''simple docstring'''
  
  
  
  
  
  					global _tqdm_active
  					lowercase__					:     List[Any]   = False
  
  
style_context: 
  
  from typing import TYPE_CHECKING
  
  from ...utils import (
      OptionalDependencyNotAvailable,
      _LazyModule,
      is_flax_available,
      is_tf_available,
      is_torch_available,
  )
  
  
  snake_case_    						=				{'''configuration_gptj''': ['''GPTJ_PRETRAINED_CONFIG_ARCHIVE_MAP''', '''GPTJConfig''', '''GPTJOnnxConfig''']}
  
  try:
         if not is_torch_available():
                raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
         pass
  else:
         snake_case_    						=				[
             '''GPTJ_PRETRAINED_MODEL_ARCHIVE_LIST''',
             '''GPTJForCausalLM''',
             '''GPTJForQuestionAnswering''',
             '''GPTJForSequenceClassification''',
             '''GPTJModel''',
             '''GPTJPreTrainedModel''',
         ]
  
  try:
         if not is_tf_available():
                raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
         pass
  else:
         snake_case_    						=				[
             '''TFGPTJForCausalLM''',
             '''TFGPTJForQuestionAnswering''',
             '''TFGPTJForSequenceClassification''',
             '''TFGPTJModel''',
             '''TFGPTJPreTrainedModel''',
         ]
  
  try:
         if not is_flax_available():
                raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
         pass
  else:
         snake_case_    						=				[
             '''FlaxGPTJForCausalLM''',
             '''FlaxGPTJModel''',
             '''FlaxGPTJPreTrainedModel''',
         ]
  
  
  if TYPE_CHECKING:
         from .configuration_gptj import GPTJ_PRETRAINED_CONFIG_ARCHIVE_MAP, GPTJConfig, GPTJOnnxConfig
  
         try:
                if not is_torch_available():
                       raise OptionalDependencyNotAvailable()
         except OptionalDependencyNotAvailable:
                pass
         else:
                from .modeling_gptj import (
                    GPTJ_PRETRAINED_MODEL_ARCHIVE_LIST,
                    GPTJForCausalLM,
                    GPTJForQuestionAnswering,
                    GPTJForSequenceClassification,
                    GPTJModel,
                    GPTJPreTrainedModel,
                )
  
         try:
                if not is_tf_available():
                       raise OptionalDependencyNotAvailable()
         except OptionalDependencyNotAvailable:
                pass
         else:
                from .modeling_tf_gptj import (
                    TFGPTJForCausalLM,
                    TFGPTJForQuestionAnswering,
                    TFGPTJForSequenceClassification,
                    TFGPTJModel,
                    TFGPTJPreTrainedModel,
                )
  
         try:
                if not is_flax_available():
                       raise OptionalDependencyNotAvailable()
         except OptionalDependencyNotAvailable:
                pass
         else:
                from .modeling_flax_gptj import FlaxGPTJForCausalLM, FlaxGPTJModel, FlaxGPTJPreTrainedModel
  
  else:
         import sys
  
         snake_case_    						=				_LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)
  
  