






import copy
import os
from collections import OrderedDict
from typing import TYPE_CHECKING, Any, Dict, Mapping, Optional, Union


if TYPE_CHECKING:
	from ...processing_utils import ProcessorMixin
	from ...utils import TensorType

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


__UpperCAmelCase							:   Optional[Any]							=  logging.get_logger(__name__)

__UpperCAmelCase							:   Any							=  {
    '''google/owlvit-base-patch32''': '''https://huggingface.co/google/owlvit-base-patch32/resolve/main/config.json''',
    '''google/owlvit-base-patch16''': '''https://huggingface.co/google/owlvit-base-patch16/resolve/main/config.json''',
    '''google/owlvit-large-patch14''': '''https://huggingface.co/google/owlvit-large-patch14/resolve/main/config.json''',
}


class 					_snake_case						(			__UpperCAmelCase ):
	_A          =   '''owlvit_text_model'''






	def __init__(		self					,UpperCamelCase=49_408					,UpperCamelCase=512					,UpperCamelCase=2_048					,UpperCamelCase=12					,UpperCamelCase=8					,UpperCamelCase=16					,UpperCamelCase="quick_gelu"					,UpperCamelCase=1E-5					,UpperCamelCase=0.0					,UpperCamelCase=0.02					,UpperCamelCase=1.0					,UpperCamelCase=0					,UpperCamelCase=49_406					,UpperCamelCase=49_407					,**UpperCamelCase					,)						->    List[str]:
					super().__init__(pad_token_id=__SCREAMING_SNAKE_CASE					,bos_token_id=__SCREAMING_SNAKE_CASE					,eos_token_id=__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )

					snake_case__      :Optional[int]         =   vocab_size
					snake_case__      :Tuple         =   hidden_size
					snake_case__      :Union[str, Any]         =   intermediate_size
					snake_case__      :int         =   num_hidden_layers
					snake_case__      :Dict         =   num_attention_heads
					snake_case__      :Tuple         =   max_position_embeddings
					snake_case__      :Any         =   hidden_act
					snake_case__      :Optional[Any]         =   layer_norm_eps
					snake_case__      :List[Any]         =   attention_dropout
					snake_case__      :Optional[int]         =   initializer_range
					snake_case__      :str         =   initializer_factor






	@classmethod
	def    lowerCAmelCase_							(		cls					,UpperCamelCase					,**UpperCamelCase       )						->    Optional[Any]:
					cls._set_token_in_kwargs(__SCREAMING_SNAKE_CASE       )

					snake_case__    ,						snake_case__      :Tuple         =   cls.get_config_dict(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )

					# get the text config dict if we are loading from OwlViTConfig
					if config_dict.get("model_type"       ) == "owlvit":
									snake_case__      :Optional[Any]         =   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(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )




class 					_snake_case						(			__UpperCAmelCase ):
	_A          =   '''owlvit_vision_model'''






	def __init__(		self					,UpperCamelCase=768					,UpperCamelCase=3_072					,UpperCamelCase=12					,UpperCamelCase=12					,UpperCamelCase=3					,UpperCamelCase=768					,UpperCamelCase=32					,UpperCamelCase="quick_gelu"					,UpperCamelCase=1E-5					,UpperCamelCase=0.0					,UpperCamelCase=0.02					,UpperCamelCase=1.0					,**UpperCamelCase					,)						->    str:
					super().__init__(**__SCREAMING_SNAKE_CASE       )

					snake_case__      :Dict         =   hidden_size
					snake_case__      :List[str]         =   intermediate_size
					snake_case__      :int         =   num_hidden_layers
					snake_case__      :Dict         =   num_attention_heads
					snake_case__      :Union[str, Any]         =   num_channels
					snake_case__      :str         =   image_size
					snake_case__      :Union[str, Any]         =   patch_size
					snake_case__      :Optional[Any]         =   hidden_act
					snake_case__      :int         =   layer_norm_eps
					snake_case__      :Tuple         =   attention_dropout
					snake_case__      :str         =   initializer_range
					snake_case__      :str         =   initializer_factor






	@classmethod
	def    lowerCAmelCase_							(		cls					,UpperCamelCase					,**UpperCamelCase       )						->    List[Any]:
					cls._set_token_in_kwargs(__SCREAMING_SNAKE_CASE       )

					snake_case__    ,						snake_case__      :int         =   cls.get_config_dict(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )

					# get the vision config dict if we are loading from OwlViTConfig
					if config_dict.get("model_type"       ) == "owlvit":
									snake_case__      :List[Any]         =   config_dict["vision_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(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )




class 					_snake_case						(			__UpperCAmelCase ):
	_A          =   '''owlvit'''
	_A          =   True






	def __init__(		self					,UpperCamelCase=None					,UpperCamelCase=None					,UpperCamelCase=512					,UpperCamelCase=2.6592					,UpperCamelCase=True					,**UpperCamelCase					,)						->    str:
					super().__init__(**__SCREAMING_SNAKE_CASE       )

					if text_config is None:
									snake_case__      :List[str]         =   {}
									logger.info("text_config is None. Initializing the OwlViTTextConfig with default values."       )

					if vision_config is None:
									snake_case__      :Any         =   {}
									logger.info("vision_config is None. initializing the OwlViTVisionConfig with default values."       )

					snake_case__      :int         =   OwlViTTextConfig(**__SCREAMING_SNAKE_CASE       )
					snake_case__      :List[str]         =   OwlViTVisionConfig(**__SCREAMING_SNAKE_CASE       )

					snake_case__      :Any         =   projection_dim
					snake_case__      :List[Any]         =   logit_scale_init_value
					snake_case__      :Optional[int]         =   return_dict
					snake_case__      :List[Any]         =   1.0






	@classmethod
	def    lowerCAmelCase_							(		cls					,UpperCamelCase					,**UpperCamelCase       )						->    int:
					cls._set_token_in_kwargs(__SCREAMING_SNAKE_CASE       )

					snake_case__    ,						snake_case__      :Any         =   cls.get_config_dict(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )

					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(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )






	@classmethod
	def    lowerCAmelCase_							(		cls					,UpperCamelCase					,UpperCamelCase					,**UpperCamelCase       )						->    Dict:
					snake_case__      :Optional[int]         =   {}
					snake_case__      :Optional[Any]         =   text_config
					snake_case__      :Optional[int]         =   vision_config

					return cls.from_dict(__SCREAMING_SNAKE_CASE					,**__SCREAMING_SNAKE_CASE       )






	def    lowerCAmelCase_							(		self       )						->    Dict:
					snake_case__      :Union[str, Any]         =   copy.deepcopy(self.__dict__       )
					snake_case__      :str         =   self.text_config.to_dict()
					snake_case__      :Tuple         =   self.vision_config.to_dict()
					snake_case__      :List[str]         =   self.__class__.model_type
					return output




class 					_snake_case						(			__UpperCAmelCase ):






	@property
	def    lowerCAmelCase_							(		self       )						->    List[str]:
					return OrderedDict(
					    [
					        ("input_ids", {0: "batch", 1: "sequence"}),
					        ("pixel_values", {0: "batch", 1: "num_channels", 2: "height", 3: "width"}),
					        ("attention_mask", {0: "batch", 1: "sequence"}),
					    ]       )






	@property
	def    lowerCAmelCase_							(		self       )						->    List[str]:
					return OrderedDict(
					    [
					        ("logits_per_image", {0: "batch"}),
					        ("logits_per_text", {0: "batch"}),
					        ("text_embeds", {0: "batch"}),
					        ("image_embeds", {0: "batch"}),
					    ]       )






	@property
	def    lowerCAmelCase_							(		self       )						->    str:
					return 1E-4






	def    lowerCAmelCase_							(		self					,UpperCamelCase					,UpperCamelCase = -1					,UpperCamelCase = -1					,UpperCamelCase = None					,)						->    Optional[int]:
					snake_case__      :str         =   super().generate_dummy_inputs(
					    processor.tokenizer					,batch_size=__SCREAMING_SNAKE_CASE					,seq_length=__SCREAMING_SNAKE_CASE					,framework=__SCREAMING_SNAKE_CASE       )
					snake_case__      :str         =   super().generate_dummy_inputs(
					    processor.image_processor					,batch_size=__SCREAMING_SNAKE_CASE					,framework=__SCREAMING_SNAKE_CASE       )
					return {**text_input_dict, **image_input_dict}






	@property
	def    lowerCAmelCase_							(		self       )						->    Optional[int]:
					return 14







def 					lowercase_ (    __snake_case     :							Tuple	,	__snake_case     :							Optional[int]      )     -> List[Any]:





				'''simple docstring'''


				snake_case__      :Dict         =   ""
				for i in table:
								res += inp[i - 1]
				return res





def 					lowercase_ (    __snake_case     :							List[str]      )     -> int:





				'''simple docstring'''


				return data[1:] + data[0]





def 					lowercase_ (    __snake_case     :							int	,	__snake_case     :							Union[str, Any]      )     -> Union[str, Any]:





				'''simple docstring'''


				snake_case__      :Union[str, Any]         =   ""
				for i in range(len(__snake_case      )      ):
								if a[i] == b[i]:
												res += "0"
								else:
												res += "1"
				return res





def 					lowercase_ (    __snake_case     :							Optional[int]	,	__snake_case     :							Dict      )     -> Union[str, Any]:





				'''simple docstring'''


				snake_case__      :int         =   int("0b" + data[0] + data[-1]	,	2      )
				snake_case__      :Union[str, Any]         =   int("0b" + data[1:3]	,	2      )
				return bin(s[row][col]      )[2:]





def 					lowercase_ (    __snake_case     :							Dict	,	__snake_case     :							Optional[Any]	,	__snake_case     :							Dict	,	__snake_case     :							List[Any]	,	__snake_case     :							Optional[int]      )     -> List[str]:





				'''simple docstring'''


				snake_case__      :Tuple         =   message[:4]
				snake_case__      :int         =   message[4:]
				snake_case__      :int         =   apply_table(__snake_case	,	__snake_case      )
				snake_case__      :Union[str, Any]         =   xor(__snake_case	,	__snake_case      )
				snake_case__      :Tuple         =   apply_sbox(__snake_case	,	temp[:4]      )  # noqa: E741
				snake_case__      :List[str]         =   apply_sbox(__snake_case	,	temp[4:]      )
				snake_case__      :int         =   "0" * (2 - len(__snake_case      )) + l  # noqa: E741
				snake_case__      :int         =   "0" * (2 - len(__snake_case      )) + r
				snake_case__      :Optional[Any]         =   apply_table(l + r	,	__snake_case      )
				snake_case__      :Tuple         =   xor(__snake_case	,	__snake_case      )
				return temp + right


if __name__ == "__main__":
	__UpperCAmelCase							:   Dict							=  input("Enter 10 bit key: ")
	__UpperCAmelCase							:   Tuple							=  input("Enter 8 bit message: ")

	__UpperCAmelCase							:   Any							=  [6, 3, 7, 4, 8, 5, 1_0, 9]
	__UpperCAmelCase							:   List[str]							=  [3, 5, 2, 7, 4, 1_0, 1, 9, 8, 6]
	__UpperCAmelCase							:   Tuple							=  [2, 4, 3, 1]
	__UpperCAmelCase							:   List[Any]							=  [2, 6, 3, 1, 4, 8, 5, 7]
	__UpperCAmelCase							:   Optional[Any]							=  [4, 1, 3, 5, 7, 2, 8, 6]
	__UpperCAmelCase							:   Optional[int]							=  [4, 1, 2, 3, 2, 3, 4, 1]
	__UpperCAmelCase							:   List[Any]							=  [[1, 0, 3, 2], [3, 2, 1, 0], [0, 2, 1, 3], [3, 1, 3, 2]]
	__UpperCAmelCase							:   Union[str, Any]							=  [[0, 1, 2, 3], [2, 0, 1, 3], [3, 0, 1, 0], [2, 1, 0, 3]]

	# key generation
	__UpperCAmelCase							:   int							=  apply_table(key, paa_table)
	__UpperCAmelCase							:   Dict							=  temp[:5]
	__UpperCAmelCase							:   Optional[int]							=  temp[5:]
	__UpperCAmelCase							:   Optional[int]							=  left_shift(left)
	__UpperCAmelCase							:   Union[str, Any]							=  left_shift(right)
	__UpperCAmelCase							:   int							=  apply_table(left + right, pa_table)
	__UpperCAmelCase							:   Tuple							=  left_shift(left)
	__UpperCAmelCase							:   Union[str, Any]							=  left_shift(right)
	__UpperCAmelCase							:   Dict							=  left_shift(left)
	__UpperCAmelCase							:   Optional[Any]							=  left_shift(right)
	__UpperCAmelCase							:   Optional[int]							=  apply_table(left + right, pa_table)

	# encryption
	__UpperCAmelCase							:   Tuple							=  apply_table(message, IP)
	__UpperCAmelCase							:   Tuple							=  function(expansion, sa, sa, keya, temp)
	__UpperCAmelCase							:   List[Any]							=  temp[4:] + temp[:4]
	__UpperCAmelCase							:   int							=  function(expansion, sa, sa, keya, temp)
	__UpperCAmelCase							:   Union[str, Any]							=  apply_table(temp, IP_inv)
	print("Cipher text is:", CT)

	# decryption
	__UpperCAmelCase							:   List[Any]							=  apply_table(CT, IP)
	__UpperCAmelCase							:   List[Any]							=  function(expansion, sa, sa, keya, temp)
	__UpperCAmelCase							:   int							=  temp[4:] + temp[:4]
	__UpperCAmelCase							:   Union[str, Any]							=  function(expansion, sa, sa, keya, temp)
	__UpperCAmelCase							:   Union[str, Any]							=  apply_table(temp, IP_inv)
	print("Plain text after decypting is:", PT)