


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


__SCREAMING_SNAKE_CASE	:							Dict           =  threading.Lock()
__SCREAMING_SNAKE_CASE	:							Optional[logging.Handler]           =  None

__SCREAMING_SNAKE_CASE	:							Optional[Any]           =  {
    '''debug''': logging.DEBUG,
    '''info''': logging.INFO,
    '''warning''': logging.WARNING,
    '''error''': logging.ERROR,
    '''critical''': logging.CRITICAL,
}

__SCREAMING_SNAKE_CASE	:							str           =  logging.WARNING

__SCREAMING_SNAKE_CASE	:							Optional[int]           =  True

def 		snake_case_   (				):






				'''simple docstring'''






				_lowerCAmelCase  						=os.getenv("""DIFFUSERS_VERBOSITY"""       ,     lowercase__     )
				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
								_lowerCAmelCase  						=logging.StreamHandler()  # Set sys.stderr as stream.
								_lowerCAmelCase  						=sys.stderr.flush

								# Apply our default configuration to the library root logger.
								_lowerCAmelCase  						=_get_library_root_logger()
								library_root_logger.addHandler(_default_handler     )
								library_root_logger.setLevel(_get_default_logging_level()     )
								_lowerCAmelCase  						=False

def 		snake_case_   (				):






				'''simple docstring'''






				global _default_handler

				with _lock:
								if not _default_handler:
												return

								_lowerCAmelCase  						=_get_library_root_logger()
								library_root_logger.removeHandler(_default_handler     )
								library_root_logger.setLevel(logging.NOTSET     )
								_lowerCAmelCase  						=None

def 		snake_case_   (				):






				'''simple docstring'''






				return log_levels

def 		snake_case_   (				lowercase__     :    Optional[str] = None     ):






				'''simple docstring'''






				if name is None:
								_lowerCAmelCase  						=_get_library_name()

				_configure_library_root_logger()
				return logging.getLogger(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				_configure_library_root_logger()
				return _get_library_root_logger().getEffectiveLevel()

def 		snake_case_   (				lowercase__     :    int     ):






				'''simple docstring'''






				_configure_library_root_logger()
				_get_library_root_logger().setLevel(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				return set_verbosity(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				return set_verbosity(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				return set_verbosity(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				return set_verbosity(lowercase__     )

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_   (				lowercase__     :    logging.Handler     ):






				'''simple docstring'''






				_configure_library_root_logger()

				assert handler is not None
				_get_library_root_logger().addHandler(lowercase__     )

def 		snake_case_   (				lowercase__     :    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(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				_configure_library_root_logger()
				_lowerCAmelCase  						=False

def 		snake_case_   (				):






				'''simple docstring'''






				_configure_library_root_logger()
				_lowerCAmelCase  						=True

def 		snake_case_   (				):






				'''simple docstring'''






				_lowerCAmelCase  						=_get_library_root_logger().handlers

				for handler in handlers:
								_lowerCAmelCase  						=logging.Formatter("""[%(levelname)s|%(filename)s:%(lineno)s] %(asctime)s >> %(message)s"""     )
								handler.setFormatter(lowercase__     )

def 		snake_case_   (				):






				'''simple docstring'''






				_lowerCAmelCase  						=_get_library_root_logger().handlers

				for handler in handlers:
								handler.setFormatter(lowercase__     )

def 		snake_case_   (				self     :    int       ,     *lowercase__     :    Any       ,     **lowercase__     :    Optional[Any]     ):






				'''simple docstring'''






				_lowerCAmelCase  						=os.getenv("""DIFFUSERS_NO_ADVISORY_WARNINGS"""       ,     lowercase__     )
				if no_advisory_warnings:
								return
				self.warning(*lowercase__       ,     **lowercase__     )


__SCREAMING_SNAKE_CASE	:							List[Any]           =  warning_advice


class        __lowerCamelCase      :


				"""simple docstring"""







				def __init__(				self     :    Tuple	,							*lowerCamelCase_     :    List[Any]	,							**lowerCamelCase_     :    int					):  # pylint: disable=unused-argument
								_lowerCAmelCase  						=args[0] if args else None






				def __iter__(				self     :    Optional[Any]					):
								return iter(self._iterator					)






				def __getattr__(				self     :    List[Any]	,							lowerCamelCase_     :    Optional[Any]					):

								def empty_fn(*lowerCamelCase_     :    str	,							**lowerCamelCase_     :    Any					):  # pylint: disable=unused-argument
												return

								return empty_fn






				def __enter__(				self     :    List[Any]					):
								return self






				def __exit__(				self     :    Union[str, Any]	,							lowerCamelCase_     :    Union[str, Any]	,							lowerCamelCase_     :    Any	,							lowerCamelCase_     :    Optional[Any]					):
								return


class        __lowerCamelCase      :


				"""simple docstring"""







				def __call__(				self     :    int	,							*lowerCamelCase_     :    Union[str, Any]	,							**lowerCamelCase_     :    List[Any]					):
								if _tqdm_active:
												return tqdm_lib.tqdm(*lowerCamelCase_	,							**lowerCamelCase_					)
								else:
												return EmptyTqdm(*lowerCamelCase_	,							**lowerCamelCase_					)






				def        lowerCAmelCase__			(				self     :    str	,							*lowerCamelCase_     :    List[Any]	,							**lowerCamelCase_     :    Optional[int]					):
								_lowerCAmelCase  						=None
								if _tqdm_active:
												return tqdm_lib.tqdm.set_lock(*lowerCamelCase_	,							**lowerCamelCase_					)






				def        lowerCAmelCase__			(				self     :    List[str]					):
								if _tqdm_active:
												return tqdm_lib.tqdm.get_lock()
__SCREAMING_SNAKE_CASE	:							Optional[int]           =  _tqdm_cls()

def 		snake_case_   (				):






				'''simple docstring'''






				global _tqdm_active
				return bool(_tqdm_active     )

def 		snake_case_   (				):






				'''simple docstring'''






				global _tqdm_active
				_lowerCAmelCase  						=True





def 		snake_case_   (				):






				'''simple docstring'''






				global _tqdm_active
				_lowerCAmelCase  						=False





__SCREAMING_SNAKE_CASE	:							Optional[Any]           =  '''
# Transformers installation
! pip install transformers datasets
# To install from source instead of the last release, comment the command above and uncomment the following one.
# ! pip install git+https://github.com/huggingface/transformers.git
'''

__SCREAMING_SNAKE_CASE	:							Optional[int]           =  [{'''type''': '''code''', '''content''': INSTALL_CONTENT}]
__SCREAMING_SNAKE_CASE	:							Optional[int]           =  {
    '''{processor_class}''': '''FakeProcessorClass''',
    '''{model_class}''': '''FakeModelClass''',
    '''{object_class}''': '''FakeObjectClass''',
}

