
from collections import OrderedDict
from typing import Mapping

from ...configuration_utils import PretrainedConfig
from ...onnx import OnnxConfig
from ...utils import logging


lowerCamelCase__        =						logging.get_logger(__name__)

lowerCamelCase__        =						{
    """flaubert/flaubert_small_cased""": """https://huggingface.co/flaubert/flaubert_small_cased/resolve/main/config.json""",
    """flaubert/flaubert_base_uncased""": """https://huggingface.co/flaubert/flaubert_base_uncased/resolve/main/config.json""",
    """flaubert/flaubert_base_cased""": """https://huggingface.co/flaubert/flaubert_base_cased/resolve/main/config.json""",
    """flaubert/flaubert_large_cased""": """https://huggingface.co/flaubert/flaubert_large_cased/resolve/main/config.json""",
}







class 	A__				(	__magic_name__      ):
				lowercase            =    'flaubert'
				lowercase            =    {
				    'hidden_size': 'emb_dim',
				    'num_attention_heads': 'n_heads',
				    'num_hidden_layers': 'n_layers',
				    'n_words': 'vocab_size',  # For backward compatibility
				}






				def __init__(		self   : List[str]       ,	a   : Dict=False       ,	a   : Any=0.0       ,	a   : Tuple=30_145       ,	a   : Optional[int]=2_048       ,	a   : Dict=12       ,	a   : Dict=16       ,	a   : Optional[int]=0.1       ,	a   : Optional[int]=0.1       ,	a   : Union[str, Any]=True       ,	a   : str=False       ,	a   : List[str]=False       ,	a   : Dict=False       ,	a   : Dict=1       ,	a   : Tuple=True       ,	a   : int=512       ,	a   : Any=2_048**-0.5       ,	a   : Dict=1E-12       ,	a   : Dict=0.0_2       ,	a   : str=0       ,	a   : Tuple=1       ,	a   : int=2       ,	a   : Any=3       ,	a   : List[str]=5       ,	a   : Any=True       ,	a   : Any="first"       ,	a   : Any=True       ,	a   : Dict=None       ,	a   : Optional[int]=True       ,	a   : Tuple=0.1       ,	a   : List[str]=5       ,	a   : Dict=5       ,	a   : Union[str, Any]=0       ,	a   : Optional[int]=0       ,	a   : Union[str, Any]=2       ,	a   : str=0       ,	**a   : str       ,	):






							'''simple docstring'''







							lowerCAmelCase__ : Optional[int]   =						pre_norm
							lowerCAmelCase__ : List[Any]   =						layerdrop
							lowerCAmelCase__ : List[str]   =						vocab_size
							lowerCAmelCase__ : Optional[Any]   =						emb_dim
							lowerCAmelCase__ : str   =						n_layers
							lowerCAmelCase__ : List[Any]   =						n_heads
							lowerCAmelCase__ : Any   =						dropout
							lowerCAmelCase__ : Tuple   =						attention_dropout
							lowerCAmelCase__ : Tuple   =						gelu_activation
							lowerCAmelCase__ : Union[str, Any]   =						sinusoidal_embeddings
							lowerCAmelCase__ : Any   =						causal
							lowerCAmelCase__ : int   =						asm
							lowerCAmelCase__ : Dict   =						n_langs
							lowerCAmelCase__ : int   =						use_lang_emb
							lowerCAmelCase__ : Union[str, Any]   =						layer_norm_eps
							lowerCAmelCase__ : Optional[int]   =						bos_index
							lowerCAmelCase__ : Tuple   =						eos_index
							lowerCAmelCase__ : Optional[Any]   =						pad_index
							lowerCAmelCase__ : Any   =						unk_index
							lowerCAmelCase__ : int   =						mask_index
							lowerCAmelCase__ : List[str]   =						is_encoder
							lowerCAmelCase__ : Union[str, Any]   =						max_position_embeddings
							lowerCAmelCase__ : Union[str, Any]   =						embed_init_std
							lowerCAmelCase__ : Optional[Any]   =						init_std
							lowerCAmelCase__ : Tuple   =						summary_type
							lowerCAmelCase__ : Optional[Any]   =						summary_use_proj
							lowerCAmelCase__ : Union[str, Any]   =						summary_activation
							lowerCAmelCase__ : Optional[Any]   =						summary_proj_to_labels
							lowerCAmelCase__ : Tuple   =						summary_first_dropout
							lowerCAmelCase__ : Optional[Any]   =						start_n_top
							lowerCAmelCase__ : Union[str, Any]   =						end_n_top
							lowerCAmelCase__ : int   =						mask_token_id
							lowerCAmelCase__ : List[str]   =						lang_id

							if "n_words" in kwargs:
										lowerCAmelCase__ : str   =						kwargs['n_words']

							super().__init__(pad_token_id=a       ,	bos_token_id=a       ,	**a  )







class 	A__				(	__magic_name__      ):






				@property
				def 				_lowerCamelCase						(		self   : str  ):






							'''simple docstring'''







							if self.task == "multiple-choice":
										lowerCAmelCase__ : Dict   =						{0: 'batch', 1: 'choice', 2: 'sequence'}
							else:
										lowerCAmelCase__ : List[str]   =						{0: 'batch', 1: 'sequence'}
							return OrderedDict(
							    [
							        ('input_ids', dynamic_axis),
							        ('attention_mask', dynamic_axis),
							    ]  )

import unittest

from diffusers import __version__
from diffusers.utils import deprecate







class 	A__				(	unittest.TestCase      ):
				lowercase            =    '.'.join([str(int(__version__.split('.'      )[0]      ) + 1      )] + __version__.split('.'      )[1:]      )
				lowercase            =    '0.0.1'






				def 				_lowerCamelCase						(		self   : Dict  ):






							'''simple docstring'''







							lowerCAmelCase__ : Tuple   =						{'deprecated_arg': 4}

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : Optional[int]   =						deprecate('deprecated_arg'       ,	self.higher_version       ,	'message'       ,	take_from=a  )

							assert output == 4
							assert (
							    str(warning.warning  )
							    == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
							    " message"
							)






				def 				_lowerCamelCase						(		self   : Tuple  ):






							'''simple docstring'''







							lowerCAmelCase__ : Dict   =						{'deprecated_arg': 4}

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : Optional[Any]   =						deprecate(('deprecated_arg', self.higher_version, 'message')       ,	take_from=a  )

							assert output == 4
							assert (
							    str(warning.warning  )
							    == f'''The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'''
							    " message"
							)






				def 				_lowerCamelCase						(		self   : Tuple  ):






							'''simple docstring'''







							lowerCAmelCase__ : Any   =						{'deprecated_arg_1': 4, 'deprecated_arg_2': 8}
							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ ,							lowerCAmelCase__ : List[str]   =						deprecate(
										    ('deprecated_arg_1', self.higher_version, 'Hey')       ,	('deprecated_arg_2', self.higher_version, 'Hey')       ,	take_from=a       ,	)
							assert output_a == 4
							assert output_a == 8
							assert (
							    str(warning.warnings[0].message  )
							    == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
							    f''' {self.higher_version}. Hey'''
							)
							assert (
							    str(warning.warnings[1].message  )
							    == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
							    f''' {self.higher_version}. Hey'''
							)






				def 				_lowerCamelCase						(		self   : Union[str, Any]  ):






							'''simple docstring'''







							lowerCAmelCase__ : Optional[int]   =						{'deprecated_arg': 4}

							with self.assertRaises(a  ) as error:
										deprecate(('wrong_arg', self.higher_version, 'message')       ,	take_from=a  )

							assert "test_deprecate_function_incorrect_arg in" in str(error.exception  )
							assert "line" in str(error.exception  )
							assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception  )






				def 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							with self.assertWarns(a  ) as warning:
										deprecate(('deprecated_arg', self.higher_version, 'message')  )

							assert (
							    str(warning.warning  )
							    == f'''`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message'''
							)






				def 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							with self.assertWarns(a  ) as warning:
										deprecate(
										    ('deprecated_arg_1', self.higher_version, 'Hey')       ,	('deprecated_arg_2', self.higher_version, 'Hey')       ,	)
							assert (
							    str(warning.warnings[0].message  )
							    == f'''`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey'''
							)
							assert (
							    str(warning.warnings[1].message  )
							    == f'''`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey'''
							)






				def 				_lowerCamelCase						(		self   : Optional[Any]  ):






							'''simple docstring'''







							class 	A__				:
											lowercase            =    5

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : List[str]   =						deprecate(('arg', self.higher_version, 'message')       ,	take_from=Args()  )

							assert arg == 5
							assert (
							    str(warning.warning  )
							    == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
							)






				def 				_lowerCamelCase						(		self   : str  ):






							'''simple docstring'''







							class 	A__				:
											lowercase            =    5
											lowercase            =    7

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ ,							lowerCAmelCase__ : List[str]   =						deprecate(
										    ('arg', self.higher_version, 'message')       ,	('foo', self.higher_version, 'message')       ,	('does not exist', self.higher_version, 'message')       ,	take_from=Args()       ,	)

							assert arg_a == 5
							assert arg_a == 7
							assert (
							    str(warning.warning  )
							    == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
							)
							assert (
							    str(warning.warnings[0].message  )
							    == f'''The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'''
							)
							assert (
							    str(warning.warnings[1].message  )
							    == f'''The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message'''
							)






				def 				_lowerCamelCase						(		self   : Union[str, Any]  ):






							'''simple docstring'''







							lowerCAmelCase__ : List[str]   =						{'deprecated_arg': 4}

							with self.assertRaises(a  ) as error:
										deprecate(('wrong_arg', self.lower_version, 'message')       ,	take_from=a  )

							assert (
							    str(error.exception  )
							    == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
							    f''' {__version__} is >= {self.lower_version}'''
							)






				def 				_lowerCamelCase						(		self   : Dict  ):






							'''simple docstring'''







							with self.assertWarns(a  ) as warning:
										deprecate(('deprecated_arg', self.higher_version, 'This message is better!!!')       ,	standard_warn=a  )

							assert str(warning.warning  ) == "This message is better!!!"






				def 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							with self.assertWarns(a  ) as warning:
										deprecate(('deprecated_arg', self.higher_version, 'This message is better!!!')       ,	standard_warn=a  )
							assert str(warning.warning  ) == "This message is better!!!"
							assert "diffusers/tests/others/test_utils.py" in warning.filename