

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		:Tuple				  =    threading.Lock()
SCREAMING_SNAKE_CASE		:Optional[logging.Handler]				  =    None

SCREAMING_SNAKE_CASE		:List[Any]				  =    {
    """debug""": logging.DEBUG,
    """info""": logging.INFO,
    """warning""": logging.WARNING,
    """error""": logging.ERROR,
    """critical""": logging.CRITICAL,
}

SCREAMING_SNAKE_CASE		:Optional[int]				  =    logging.WARNING

SCREAMING_SNAKE_CASE		:str				  =    True




def  lowerCAmelCase(			)->	str:



    """simple docstring"""






    UpperCamelCase_      =	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  lowerCAmelCase(			)->	str:



    """simple docstring"""






    return __name__.split("." )[0]




def  lowerCAmelCase(			)->	logging.Logger:



    """simple docstring"""






    return logging.getLogger(_get_library_name() )




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    global _default_handler

    with _lock:
        if _default_handler:
            # This library has already configured the library root logger.
            return
        UpperCamelCase_      =	logging.StreamHandler()  # Set sys.stderr as stream.
        UpperCamelCase_      =	sys.stderr.flush

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




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    global _default_handler

    with _lock:
        if not _default_handler:
            return

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




def  lowerCAmelCase(			)->	Dict:



    """simple docstring"""






    return log_levels




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ = None )->	logging.Logger:



    """simple docstring"""






    if name is None:
        UpperCamelCase_      =	_get_library_name()

    _configure_library_root_logger()
    return logging.getLogger(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	int:



    """simple docstring"""






    _configure_library_root_logger()
    return _get_library_root_logger().getEffectiveLevel()




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	None:



    """simple docstring"""






    _configure_library_root_logger()
    _get_library_root_logger().setLevel(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	Dict:



    """simple docstring"""






    return set_verbosity(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	Dict:



    """simple docstring"""






    return set_verbosity(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	Optional[Any]:



    """simple docstring"""






    return set_verbosity(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	str:



    """simple docstring"""






    return set_verbosity(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    _configure_library_root_logger()

    assert _default_handler is not None
    _get_library_root_logger().removeHandler(_default_handler )




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    _configure_library_root_logger()

    assert _default_handler is not None
    _get_library_root_logger().addHandler(_default_handler )




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	None:



    """simple docstring"""






    _configure_library_root_logger()

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




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	None:



    """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  lowerCAmelCase(			)->	None:



    """simple docstring"""






    _configure_library_root_logger()
    UpperCamelCase_      =	False




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    _configure_library_root_logger()
    UpperCamelCase_      =	True




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    UpperCamelCase_      =	_get_library_root_logger().handlers

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




def  lowerCAmelCase(			)->	None:



    """simple docstring"""






    UpperCamelCase_      =	_get_library_root_logger().handlers

    for handler in handlers:
        handler.setFormatter(SCREAMING_SNAKE_CASE_ )




def  lowerCAmelCase(			self ,	*SCREAMING_SNAKE_CASE_ ,	**SCREAMING_SNAKE_CASE_ )->	Optional[Any]:



    """simple docstring"""






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


SCREAMING_SNAKE_CASE		:int				  =    warning_advice






class 	__magic_name__				:






     def __init__(							self		,	*_lowercase		,	**_lowercase  )->    str:  # pylint: disable=unused-argument
         UpperCamelCase_      =	args[0] if args else None






     def __iter__(							self  )->    Tuple:
         return iter(self._iterator  )






     def __getattr__(							self		,	_lowercase  )->    Optional[Any]:

         def empty_fn(*_lowercase		,	**_lowercase  ):  # pylint: disable=unused-argument
             return

         return empty_fn






     def __enter__(							self  )->    str:
         return self






     def __exit__(							self		,	_lowercase		,	_lowercase		,	_lowercase  )->    Optional[Any]:
         return






class 	__magic_name__				:






     def __call__(							self		,	*_lowercase		,	**_lowercase  )->    Tuple:
         if _tqdm_active:
             return tqdm_lib.tqdm(*_lowercase		,	**_lowercase  )
         else:
             return EmptyTqdm(*_lowercase		,	**_lowercase  )






     def   UpperCAmelCase_							(							self		,	*_lowercase		,	**_lowercase  )->    Dict:
         UpperCamelCase_      =	None
         if _tqdm_active:
             return tqdm_lib.tqdm.set_lock(*_lowercase		,	**_lowercase  )






     def   UpperCAmelCase_							(							self  )->    Any:
         if _tqdm_active:
             return tqdm_lib.tqdm.get_lock()
SCREAMING_SNAKE_CASE		:List[Any]				  =    _tqdm_cls()




def  lowerCAmelCase(			)->	bool:



    """simple docstring"""






    global _tqdm_active
    return bool(_tqdm_active )




def  lowerCAmelCase(			)->	List[Any]:



    """simple docstring"""






    global _tqdm_active
    UpperCamelCase_      =	True




def  lowerCAmelCase(			)->	Optional[Any]:



    """simple docstring"""






    global _tqdm_active
    UpperCamelCase_      =	False



def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	float:



    """simple docstring"""






    return -num if num < 0 else num




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_min() arg is an empty sequence" )
    UpperCamelCase_      =	x[0]
    for i in x:
        if abs_val(SCREAMING_SNAKE_CASE_ ) < abs_val(SCREAMING_SNAKE_CASE_ ):
            UpperCamelCase_      =	i
    return j




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_max() arg is an empty sequence" )
    UpperCamelCase_      =	x[0]
    for i in x:
        if abs(SCREAMING_SNAKE_CASE_ ) > abs(SCREAMING_SNAKE_CASE_ ):
            UpperCamelCase_      =	i
    return j




def  lowerCAmelCase(			SCREAMING_SNAKE_CASE_ )->	int:



    """simple docstring"""






    if len(SCREAMING_SNAKE_CASE_ ) == 0:
        raise ValueError("abs_max_sort() arg is an empty sequence" )
    return sorted(SCREAMING_SNAKE_CASE_ ,	key=SCREAMING_SNAKE_CASE_ )[-1]




def  lowerCAmelCase(			)->	Any:



    """simple docstring"""






    assert abs_val(0 ) == 0
    assert abs_val(3_4 ) == 3_4
    assert abs_val(-1_0_0_0_0_0_0_0_0_0_0_0 ) == 1_0_0_0_0_0_0_0_0_0_0_0

    UpperCamelCase_      =	[-3, -1, 2, -1_1]
    assert abs_max(SCREAMING_SNAKE_CASE_ ) == -1_1
    assert abs_max_sort(SCREAMING_SNAKE_CASE_ ) == -1_1
    assert abs_min(SCREAMING_SNAKE_CASE_ ) == -1


if __name__ == "__main__":
 import doctest

 doctest.testmod()

 test_abs_val()
 print(abs_val(-34))  # --> 34
