




import unittest

from diffusers import __version__
from diffusers.utils import deprecate




class        snake_case__				(unittest.TestCase  ):
				"""simple docstring"""



				SCREAMING_SNAKE_CASE_			:				Union[str, Any]									=   """.""".join([str(int(__version__.split("""."""  )[0]  ) + 1  )] + __version__.split("""."""  )[1:]  )
				SCREAMING_SNAKE_CASE_			:				Optional[Any]									=   """0.0.1"""





				def 				__UpperCAmelCase				( self							:	Union[str, Any]				)   ->	Dict:
							a       =     {"deprecated_arg": 4}

							with self.assertWarns(snake_case_				) as warning:
										a       =     deprecate("deprecated_arg"   , self.higher_version   , "message"   , take_from=snake_case_				)

							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 				__UpperCAmelCase				( self							:	Any				)   ->	List[str]:
							a       =     {"deprecated_arg": 4}

							with self.assertWarns(snake_case_				) as warning:
										a       =     deprecate(("deprecated_arg", self.higher_version, "message")   , take_from=snake_case_				)

							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 				__UpperCAmelCase				( self							:	List[str]				)   ->	Union[str, Any]:
							a       =     {"deprecated_arg_1": 4, "deprecated_arg_2": 8}
							with self.assertWarns(snake_case_				) as warning:
										a       ,						a       =     deprecate(
										    ("deprecated_arg_1", self.higher_version, "Hey")   , ("deprecated_arg_2", self.higher_version, "Hey")   , take_from=snake_case_   , )
							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 				__UpperCAmelCase				( self							:	Any				)   ->	Tuple:
							a       =     {"deprecated_arg": 4}

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

							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 				__UpperCAmelCase				( self							:	List[str]				)   ->	Dict:
							with self.assertWarns(snake_case_				) 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 				__UpperCAmelCase				( self							:	str				)   ->	Dict:
							with self.assertWarns(snake_case_				) 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 				__UpperCAmelCase				( self							:	str				)   ->	str:




							class        snake_case__				:
											"""simple docstring"""



											SCREAMING_SNAKE_CASE_			:				List[Any]									=   5

							with self.assertWarns(snake_case_				) as warning:
										a       =     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 				__UpperCAmelCase				( self							:	Any				)   ->	str:




							class        snake_case__				:
											"""simple docstring"""



											SCREAMING_SNAKE_CASE_			:				int									=   5
											SCREAMING_SNAKE_CASE_			:				Optional[Any]									=   7

							with self.assertWarns(snake_case_				) as warning:
										a       ,						a       =     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 				__UpperCAmelCase				( self							:	Dict				)   ->	Tuple:
							a       =     {"deprecated_arg": 4}

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

							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 				__UpperCAmelCase				( self							:	List[str]				)   ->	List[Any]:
							with self.assertWarns(snake_case_				) as warning:
										deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")   , standard_warn=snake_case_				)

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





				def 				__UpperCAmelCase				( self							:	Optional[int]				)   ->	Optional[int]:
							with self.assertWarns(snake_case_				) as warning:
										deprecate(("deprecated_arg", self.higher_version, "This message is better!!!")   , standard_warn=snake_case_				)
							assert str(warning.warning				) == "This message is better!!!"
							assert "diffusers/tests/others/test_utils.py" in warning.filename














"""simple docstring"""





from collections import OrderedDict
from typing import Mapping

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


A__       :			Union[str, Any]=						logging.get_logger(__name__)

A__       :			Dict=						{
    """google/rembert""": """https://huggingface.co/google/rembert/resolve/main/config.json""",
    # See all RemBERT models at https://huggingface.co/models?filter=rembert
}
class  __lowerCamelCase     (	_a	):
   a   :					Optional[int]			    ="""rembert"""

   def __init__(       self			,					snake_case_=25_0300			,					snake_case_=1152			,					snake_case_=32			,					snake_case_=18			,					snake_case_=256			,					snake_case_=1664			,					snake_case_=4608			,					snake_case_="gelu"			,					snake_case_=0.0			,					snake_case_=0.0			,					snake_case_=0.1			,					snake_case_=512			,					snake_case_=2			,					snake_case_=0.02			,					snake_case_=1E-12			,					snake_case_=True			,					snake_case_=0			,					snake_case_=312			,					snake_case_=313			,					**snake_case_			,					)		->							str:
       super().__init__(pad_token_id=snake_case_			,					bos_token_id=snake_case_			,					eos_token_id=snake_case_			,					**snake_case_   )

       UpperCamelCase__								=     vocab_size
       UpperCamelCase__								=     input_embedding_size
       UpperCamelCase__								=     output_embedding_size
       UpperCamelCase__								=     max_position_embeddings
       UpperCamelCase__								=     hidden_size
       UpperCamelCase__								=     num_hidden_layers
       UpperCamelCase__								=     num_attention_heads
       UpperCamelCase__								=     intermediate_size
       UpperCamelCase__								=     hidden_act
       UpperCamelCase__								=     hidden_dropout_prob
       UpperCamelCase__								=     attention_probs_dropout_prob
       UpperCamelCase__								=     classifier_dropout_prob
       UpperCamelCase__								=     initializer_range
       UpperCamelCase__								=     type_vocab_size
       UpperCamelCase__								=     layer_norm_eps
       UpperCamelCase__								=     use_cache
       UpperCamelCase__								=     False







class  __lowerCamelCase     (	_a	):

   @property
   def     SCREAMING_SNAKE_CASE__			(       self   )		->							Mapping[str, Mapping[int, str]]:
       if self.task == "multiple-choice":
           UpperCamelCase__								=     {0: 'batch', 1: 'choice', 2: 'sequence'}
       else:
           UpperCamelCase__								=     {0: 'batch', 1: 'sequence'}
       return OrderedDict(
           [
               ('input_ids', dynamic_axis),
               ('attention_mask', dynamic_axis),
               ('token_type_ids', dynamic_axis),
           ]   )







   @property
   def     SCREAMING_SNAKE_CASE__			(       self   )		->							float:
       return 1E-4




