
import copy
import os
from typing import Union

from ...configuration_utils import PretrainedConfig
from ...utils import logging


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

A		: Union[str, Any]								=     {
    '''BridgeTower/bridgetower-base''': '''https://huggingface.co/BridgeTower/bridgetower-base/blob/main/config.json''',
    '''BridgeTower/bridgetower-base-itm-mlm''': (
        '''https://huggingface.co/BridgeTower/bridgetower-base-itm-mlm/blob/main/config.json'''
    ),
}



class    a_ (			_a    ):
			a	:			int					   =							'''bridgetower_vision_model'''






			def __init__(      self				,			__UpperCamelCase=768				,			__UpperCamelCase=12				,			__UpperCamelCase=3				,			__UpperCamelCase=16				,			__UpperCamelCase=288				,			__UpperCamelCase=1				,			__UpperCamelCase=1E-05				,			__UpperCamelCase=False				,			__UpperCamelCase=True				,			__UpperCamelCase=False				,			**__UpperCamelCase				,			):
									super().__init__(**__UpperCamelCase  )
									_lowercase					       =					hidden_size
									_lowercase					       =					num_hidden_layers
									_lowercase					       =					num_channels
									_lowercase					       =					patch_size
									_lowercase					       =					image_size
									_lowercase					       =					initializer_factor
									_lowercase					       =					layer_norm_eps
									_lowercase					       =					stop_gradient
									_lowercase					       =					share_layernorm
									_lowercase					       =					remove_last_layer






			@classmethod
			def    UpperCamelCase_				(      cls				,			__UpperCamelCase				,			**__UpperCamelCase  ):
									_lowercase       ,						_lowercase					       =					cls.get_config_dict(__UpperCamelCase				,			**__UpperCamelCase  )

									if config_dict.get("""model_type"""  ) == "bridgetower":
															_lowercase					       =					config_dict["""text_config"""]

									if "model_type" in config_dict and hasattr(cls				,			"""model_type"""  ) and config_dict["model_type"] != cls.model_type:
															logger.warning(
															    f"""You are using a model of type {config_dict["model_type"]} to instantiate a model of type """
															    f"""{cls.model_type}. This is not supported for all configurations of models and can yield errors."""  )

									return cls.from_dict(__UpperCamelCase				,			**__UpperCamelCase  )







class    a_ (			_a    ):
			a	:			List[Any]					   =							'''bridgetower_text_model'''






			def __init__(      self				,			__UpperCamelCase=50_265				,			__UpperCamelCase=768				,			__UpperCamelCase=12				,			__UpperCamelCase=12				,			__UpperCamelCase=1				,			__UpperCamelCase=3_072				,			__UpperCamelCase="gelu"				,			__UpperCamelCase=0.1				,			__UpperCamelCase=0.1				,			__UpperCamelCase=514				,			__UpperCamelCase=1				,			__UpperCamelCase=1E-05				,			__UpperCamelCase=1				,			__UpperCamelCase=0				,			__UpperCamelCase=2				,			__UpperCamelCase="absolute"				,			__UpperCamelCase=True				,			**__UpperCamelCase				,			):
									super().__init__(**__UpperCamelCase  )

									_lowercase					       =					vocab_size
									_lowercase					       =					hidden_size
									_lowercase					       =					num_hidden_layers
									_lowercase					       =					num_attention_heads
									_lowercase					       =					hidden_act
									_lowercase					       =					initializer_factor
									_lowercase					       =					intermediate_size
									_lowercase					       =					hidden_dropout_prob
									_lowercase					       =					attention_probs_dropout_prob
									_lowercase					       =					max_position_embeddings
									_lowercase					       =					type_vocab_size
									_lowercase					       =					layer_norm_eps
									_lowercase					       =					position_embedding_type
									_lowercase					       =					use_cache
									_lowercase					       =					pad_token_id
									_lowercase					       =					bos_token_id
									_lowercase					       =					eos_token_id






			@classmethod
			def    UpperCamelCase_				(      cls				,			__UpperCamelCase				,			**__UpperCamelCase  ):
									_lowercase       ,						_lowercase					       =					cls.get_config_dict(__UpperCamelCase				,			**__UpperCamelCase  )

									if config_dict.get("""model_type"""  ) == "bridgetower":
															_lowercase					       =					config_dict["""text_config"""]

									if "model_type" in config_dict and hasattr(cls				,			"""model_type"""  ) and config_dict["model_type"] != cls.model_type:
															logger.warning(
															    f"""You are using a model of type {config_dict["model_type"]} to instantiate a model of type """
															    f"""{cls.model_type}. This is not supported for all configurations of models and can yield errors."""  )

									return cls.from_dict(__UpperCamelCase				,			**__UpperCamelCase  )







class    a_ (			_a    ):
			a	:			Optional[int]					   =							'''bridgetower'''






			def __init__(      self				,			__UpperCamelCase=True				,			__UpperCamelCase="gelu"				,			__UpperCamelCase=768				,			__UpperCamelCase=1				,			__UpperCamelCase=1E-05				,			__UpperCamelCase=False				,			__UpperCamelCase="add"				,			__UpperCamelCase=12				,			__UpperCamelCase=6				,			__UpperCamelCase=False				,			__UpperCamelCase=False				,			__UpperCamelCase=None				,			__UpperCamelCase=None				,			**__UpperCamelCase				,			):
									# TODO: remove this once the Hub files are updated.
									_lowercase					       =					kwargs.pop("""text_config_dict"""				,			__UpperCamelCase  )
									_lowercase					       =					kwargs.pop("""vision_config_dict"""				,			__UpperCamelCase  )

									super().__init__(**__UpperCamelCase  )
									_lowercase					       =					share_cross_modal_transformer_layers
									_lowercase					       =					hidden_act
									_lowercase					       =					hidden_size
									_lowercase					       =					initializer_factor
									_lowercase					       =					layer_norm_eps
									_lowercase					       =					share_link_tower_layers
									_lowercase					       =					link_tower_type
									_lowercase					       =					num_attention_heads
									_lowercase					       =					num_hidden_layers
									_lowercase					       =					tie_word_embeddings
									_lowercase					       =					init_layernorm_from_vision_encoder

									if text_config is None:
															_lowercase					       =					{}
															logger.info("""`text_config` is `None`. Initializing the `BridgeTowerTextConfig` with default values."""  )

									if vision_config is None:
															_lowercase					       =					{}
															logger.info("""`vision_config` is `None`. Initializing the `BridgeTowerVisionConfig` with default values."""  )

									_lowercase					       =					BridgeTowerTextConfig(**__UpperCamelCase  )
									_lowercase					       =					BridgeTowerVisionConfig(**__UpperCamelCase  )






			@classmethod
			def    UpperCamelCase_				(      cls				,			__UpperCamelCase				,			__UpperCamelCase				,			**__UpperCamelCase  ):
									return cls(text_config=text_config.to_dict()				,			vision_config=vision_config.to_dict()				,			**__UpperCamelCase  )






			def    UpperCamelCase_				(      self  ):
									_lowercase					       =					copy.deepcopy(self.__dict__  )
									_lowercase					       =					self.text_config.to_dict()
									_lowercase					       =					self.vision_config.to_dict()
									_lowercase					       =					self.__class__.model_type
									return output

from datasets.utils.patching import _PatchedModuleObj, patch_submodule

from . import _test_patching




def 	UpperCamelCase__  (     )  ->     List[str]:
						import os as original_os
						from os import path as original_path
						from os import rename as original_rename
						from os.path import dirname as original_dirname
						from os.path import join as original_join

						assert _test_patching.os is original_os
						assert _test_patching.path is original_path
						assert _test_patching.join is original_join

						assert _test_patching.renamed_os is original_os
						assert _test_patching.renamed_path is original_path
						assert _test_patching.renamed_join is original_join

						_lowercase					       =					"""__test_patch_submodule_mock__"""
						with patch_submodule(_test_patching		,   """os.path.join"""		,   SCREAMING_SNAKE_CASE_       ):
												# Every way to access os.path.join must be patched, and the rest must stay untouched

												# check os.path.join
												assert isinstance(_test_patching.os		,   _PatchedModuleObj       )
												assert isinstance(_test_patching.os.path		,   _PatchedModuleObj       )
												assert _test_patching.os.path.join is mock

												# check path.join
												assert isinstance(_test_patching.path		,   _PatchedModuleObj       )
												assert _test_patching.path.join is mock

												# check join
												assert _test_patching.join is mock

												# check that the other attributes are untouched
												assert _test_patching.os.rename is original_rename
												assert _test_patching.path.dirname is original_dirname
												assert _test_patching.os.path.dirname is original_dirname

												# Even renamed modules or objects must be patched

												# check renamed_os.path.join
												assert isinstance(_test_patching.renamed_os		,   _PatchedModuleObj       )
												assert isinstance(_test_patching.renamed_os.path		,   _PatchedModuleObj       )
												assert _test_patching.renamed_os.path.join is mock

												# check renamed_path.join
												assert isinstance(_test_patching.renamed_path		,   _PatchedModuleObj       )
												assert _test_patching.renamed_path.join is mock

												# check renamed_join
												assert _test_patching.renamed_join is mock

												# check that the other attributes are untouched
												assert _test_patching.renamed_os.rename is original_rename
												assert _test_patching.renamed_path.dirname is original_dirname
												assert _test_patching.renamed_os.path.dirname is original_dirname

						# check that everthing is back to normal when the patch is over

						assert _test_patching.os is original_os
						assert _test_patching.path is original_path
						assert _test_patching.join is original_join

						assert _test_patching.renamed_os is original_os
						assert _test_patching.renamed_path is original_path
						assert _test_patching.renamed_join is original_join




def 	UpperCamelCase__  (     )  ->     int:
						assert _test_patching.open is open

						_lowercase					       =					"""__test_patch_submodule_builtin_mock__"""
						# _test_patching has "open" in its globals
						assert _test_patching.open is open
						with patch_submodule(_test_patching		,   """open"""		,   SCREAMING_SNAKE_CASE_       ):
												assert _test_patching.open is mock

						# check that everthing is back to normal when the patch is over

						assert _test_patching.open is open




def 	UpperCamelCase__  (     )  ->     List[Any]:
						# pandas.read_csv is not present in _test_patching
						_lowercase					       =					"""__test_patch_submodule_missing_mock__"""
						with patch_submodule(_test_patching		,   """pandas.read_csv"""		,   SCREAMING_SNAKE_CASE_       ):
												pass




def 	UpperCamelCase__  (     )  ->     Tuple:
						# builtin should always be mocked even if they're not in the globals
						# in case they're loaded at one point
						_lowercase					       =					"""__test_patch_submodule_missing_builtin_mock__"""
						# _test_patching doesn't have "len" in its globals
						assert getattr(_test_patching		,   """len"""		,   SCREAMING_SNAKE_CASE_       ) is None
						with patch_submodule(_test_patching		,   """len"""		,   SCREAMING_SNAKE_CASE_       ):
												assert _test_patching.len is mock
						assert _test_patching.len is len




def 	UpperCamelCase__  (     )  ->     List[str]:
						_lowercase					       =					"""__test_patch_submodule_start_and_stop_mock__"""
						_lowercase					       =					patch_submodule(_test_patching		,   """open"""		,   SCREAMING_SNAKE_CASE_       )
						assert _test_patching.open is open
						patch.start()
						assert _test_patching.open is mock
						patch.stop()
						assert _test_patching.open is open




def 	UpperCamelCase__  (     )  ->     Union[str, Any]:
						from os import rename as original_rename
						from os.path import dirname as original_dirname
						from os.path import join as original_join

						_lowercase					       =					"""__test_patch_submodule_successive_join__"""
						_lowercase					       =					"""__test_patch_submodule_successive_dirname__"""
						_lowercase					       =					"""__test_patch_submodule_successive_rename__"""
						assert _test_patching.os.path.join is original_join
						assert _test_patching.os.path.dirname is original_dirname
						assert _test_patching.os.rename is original_rename

						with patch_submodule(_test_patching		,   """os.path.join"""		,   SCREAMING_SNAKE_CASE_       ):
												with patch_submodule(_test_patching		,   """os.rename"""		,   SCREAMING_SNAKE_CASE_       ):
																		with patch_submodule(_test_patching		,   """os.path.dirname"""		,   SCREAMING_SNAKE_CASE_       ):
																								assert _test_patching.os.path.join is mock_join
																								assert _test_patching.os.path.dirname is mock_dirname
																								assert _test_patching.os.rename is mock_rename

    # try another order
						with patch_submodule(_test_patching		,   """os.rename"""		,   SCREAMING_SNAKE_CASE_       ):
												with patch_submodule(_test_patching		,   """os.path.join"""		,   SCREAMING_SNAKE_CASE_       ):
																		with patch_submodule(_test_patching		,   """os.path.dirname"""		,   SCREAMING_SNAKE_CASE_       ):
																								assert _test_patching.os.path.join is mock_join
																								assert _test_patching.os.path.dirname is mock_dirname
																								assert _test_patching.os.rename is mock_rename

						assert _test_patching.os.path.join is original_join
						assert _test_patching.os.path.dirname is original_dirname
						assert _test_patching.os.rename is original_rename




def 	UpperCamelCase__  (     )  ->     List[Any]:
						_lowercase					       =					"""__test_patch_submodule_doesnt_exist_mock__"""
						with patch_submodule(_test_patching		,   """__module_that_doesn_exist__.__attribute_that_doesn_exist__"""		,   SCREAMING_SNAKE_CASE_       ):
												pass
						with patch_submodule(_test_patching		,   """os.__attribute_that_doesn_exist__"""		,   SCREAMING_SNAKE_CASE_       ):
												pass