
import copy

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


UpperCamelCase_  =	logging.get_logger(__name__)

UpperCamelCase_  =	{
    "facebook/sam-vit-huge": "https://huggingface.co/facebook/sam-vit-huge/resolve/main/config.json",
    "facebook/sam-vit-large": "https://huggingface.co/facebook/sam-vit-large/resolve/main/config.json",
    "facebook/sam-vit-base": "https://huggingface.co/facebook/sam-vit-base/resolve/main/config.json",
}

class     _SCREAMING_SNAKE_CASE							(		snake_case							):





				def __init__(		self :		Union[str, Any]					,      snake_case_ :		int=256					,      snake_case_ :		Optional[Any]=1024					,      snake_case_ :		List[str]=16					,      snake_case_ :		int=16					,      snake_case_ :		Any=4					,      snake_case_ :		List[Any]="gelu"					,      snake_case_ :		Optional[Any]=1E-6					,      **snake_case_ :		Optional[int]					,      ):


								"""simple docstring"""

								super().__init__(**snake_case_							)
								A     :  Any   =				hidden_size
								A     :  Dict   =				image_size
								A     :  Optional[int]   =				patch_size
								A     :  List[str]   =				image_size // patch_size
								A     :  str   =				mask_input_channels
								A     :  Tuple   =				num_point_embeddings
								A     :  Optional[Any]   =				hidden_act
								A     :  List[Any]   =				layer_norm_eps



class     _SCREAMING_SNAKE_CASE							(		snake_case							):





				def __init__(		self :		int					,      snake_case_ :		Any=256					,      snake_case_ :		List[str]="relu"					,      snake_case_ :		int=2048					,      snake_case_ :		Optional[int]=2					,      snake_case_ :		List[str]=8					,      snake_case_ :		int=2					,      snake_case_ :		List[Any]=3					,      snake_case_ :		Union[str, Any]=3					,      snake_case_ :		Optional[int]=256					,      snake_case_ :		Optional[int]=1E-6					,      **snake_case_ :		List[Any]					,      ):


								"""simple docstring"""

								super().__init__(**snake_case_							)
								A     :  Optional[int]   =				hidden_size
								A     :  Optional[int]   =				hidden_act
								A     :  Tuple   =				mlp_dim
								A     :  str   =				num_hidden_layers
								A     :  List[Any]   =				num_attention_heads
								A     :  Optional[Any]   =				attention_downsample_rate
								A     :  Optional[Any]   =				num_multimask_outputs
								A     :  Dict   =				iou_head_depth
								A     :  List[str]   =				iou_head_hidden_dim
								A     :  Optional[Any]   =				layer_norm_eps



class     _SCREAMING_SNAKE_CASE							(		snake_case							):





				def __init__(		self :		Any					,      snake_case_ :		str=768					,      snake_case_ :		Tuple=256					,      snake_case_ :		Optional[Any]=12					,      snake_case_ :		Any=12					,      snake_case_ :		List[Any]=3					,      snake_case_ :		Any=1024					,      snake_case_ :		int=16					,      snake_case_ :		int="gelu"					,      snake_case_ :		Optional[int]=1E-06					,      snake_case_ :		Dict=0.0					,      snake_case_ :		str=1E-10					,      snake_case_ :		Optional[int]=True					,      snake_case_ :		Optional[int]=4.0					,      snake_case_ :		str=True					,      snake_case_ :		Optional[Any]=True					,      snake_case_ :		str=14					,      snake_case_ :		str=[2, 5, 8, 11]					,      snake_case_ :		List[str]=128					,      snake_case_ :		Optional[int]=None					,      **snake_case_ :		Optional[Any]					,      ):


								"""simple docstring"""

								super().__init__(**snake_case_							)

								A     :  List[str]   =				hidden_size
								A     :  Union[str, Any]   =				output_channels
								A     :  Any   =				num_hidden_layers
								A     :  Dict   =				num_attention_heads
								A     :  Optional[Any]   =				num_channels
								A     :  List[str]   =				image_size
								A     :  Tuple   =				patch_size
								A     :  List[str]   =				hidden_act
								A     :  List[str]   =				layer_norm_eps
								A     :  List[Any]   =				attention_dropout
								A     :  int   =				initializer_range
								A     :  List[str]   =				qkv_bias
								A     :  List[str]   =				mlp_ratio
								A     :  str   =				use_abs_pos
								A     :  List[str]   =				use_rel_pos
								A     :  Any   =				window_size
								A     :  Any   =				global_attn_indexes
								A     :  List[str]   =				num_pos_feats
								A     :  int   =				int(hidden_size * mlp_ratio							) if mlp_dim is None else mlp_dim



class     _SCREAMING_SNAKE_CASE							(		snake_case							):
				lowerCamelCase_       =     'sam'
				lowerCamelCase_       =     True





				def __init__(		self :		Union[str, Any]					,      snake_case_ :		Dict=None					,      snake_case_ :		List[Any]=None					,      snake_case_ :		str=None					,      snake_case_ :		List[Any]=0.02					,      **snake_case_ :		Tuple					,      ):


								"""simple docstring"""

								super().__init__(**snake_case_							)
								A     :  Tuple   =				vision_config if vision_config is not None else {}
								A     :  int   =				prompt_encoder_config if prompt_encoder_config is not None else {}
								A     :  Any   =				mask_decoder_config if mask_decoder_config is not None else {}

								if isinstance(snake_case_					,      snake_case_							):
												A     :  Any   =				vision_config.to_dict()
								if isinstance(snake_case_					,      snake_case_							):
												A     :  Tuple   =				prompt_encoder_config.to_dict()
								if isinstance(snake_case_					,      snake_case_							):
												A     :  List[str]   =				mask_decoder_config.to_dict()

								A     :  Union[str, Any]   =				SamVisionConfig(**snake_case_							)
								A     :  List[Any]   =				SamPromptEncoderConfig(**snake_case_							)
								A     :  Optional[int]   =				SamMaskDecoderConfig(**snake_case_							)
								A     :  Optional[int]   =				initializer_range






				def        _UpperCAmelCase						(		self :		Optional[Any]							):


								"""simple docstring"""

								A     :  List[str]   =				copy.deepcopy(self.__dict__							)
								A     :  Any   =				self.vision_config.to_dict()
								A     :  Any   =				self.prompt_encoder_config.to_dict()
								A     :  Dict   =				self.mask_decoder_config.to_dict()
								A     :  Dict   =				self.__class__.model_type
								return output

from __future__ import annotations





def 							_lowerCamelCase			(					lowerCamelCase_:  str				,	lowerCamelCase_:  dict[str, str]		):



				'''simple docstring'''







				A ,       A ,       A     :  str   =				'''''', '''''', ''''''
				A     :  Union[str, Any]   =				[]

				for character in message_part:
								tmp.append(character_to_number[character]		)

				for each in tmp:
								one += each[0]
								two += each[1]
								three += each[2]

				return one + two + three





def 							_lowerCamelCase			(					lowerCamelCase_:  str				,	lowerCamelCase_:  dict[str, str]		):



				'''simple docstring'''







				A ,       A     :  Tuple   =				'''''', ''''''
				A     :  str   =				[]

				for character in message_part:
								this_part += character_to_number[character]

				for digit in this_part:
								tmp += digit
								if len(lowerCamelCase_		) == len(lowerCamelCase_		):
												result.append(lowerCamelCase_		)
												A     :  Dict   =				''''''

				return result[0], result[1], result[2]





def 							_lowerCamelCase			(					lowerCamelCase_:  str				,	lowerCamelCase_:  str		):



				'''simple docstring'''







				A     :  Dict   =				alphabet.replace(''' '''				,	''''''		).upper()
				A     :  List[str]   =				message.replace(''' '''				,	''''''		).upper()

				# Check length and characters
				if len(lowerCamelCase_		) != 27:
								raise KeyError('''Length of alphabet has to be 27.'''		)
				for each in message:
								if each not in alphabet:
												raise ValueError('''Each message character has to be included in alphabet!'''		)

    # Generate dictionares
				A     :  str   =				(
				    '''111''',
				    '''112''',
				    '''113''',
				    '''121''',
				    '''122''',
				    '''123''',
				    '''131''',
				    '''132''',
				    '''133''',
				    '''211''',
				    '''212''',
				    '''213''',
				    '''221''',
				    '''222''',
				    '''223''',
				    '''231''',
				    '''232''',
				    '''233''',
				    '''311''',
				    '''312''',
				    '''313''',
				    '''321''',
				    '''322''',
				    '''323''',
				    '''331''',
				    '''332''',
				    '''333''',
				)
				A     :  Union[str, Any]   =				{}
				A     :  int   =				{}
				for letter, number in zip(lowerCamelCase_				,	lowerCamelCase_		):
								A     :  Optional[Any]   =				number
								A     :  Union[str, Any]   =				letter

				return message, alphabet, character_to_number, number_to_character





def 							_lowerCamelCase			(					lowerCamelCase_:  str				,	lowerCamelCase_:  str = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."				,	lowerCamelCase_:  int = 5		):



				'''simple docstring'''







				A ,       A ,       A ,       A     :  Optional[int]   =				__prepare(
				    lowerCamelCase_				,	lowerCamelCase_		)
				A ,       A     :  int   =				'''''', ''''''

				for i in range(0				,	len(lowerCamelCase_		) + 1				,	lowerCamelCase_		):
								encrypted_numeric += __encrypt_part(
								    message[i : i + period]				,	lowerCamelCase_		)

				for i in range(0				,	len(lowerCamelCase_		)				,	3		):
								encrypted += number_to_character[encrypted_numeric[i : i + 3]]

				return encrypted





def 							_lowerCamelCase			(					lowerCamelCase_:  str				,	lowerCamelCase_:  str = "ABCDEFGHIJKLMNOPQRSTUVWXYZ."				,	lowerCamelCase_:  int = 5		):



				'''simple docstring'''







				A ,       A ,       A ,       A     :  Optional[int]   =				__prepare(
				    lowerCamelCase_				,	lowerCamelCase_		)
				A     :  Tuple   =				[]
				A     :  Optional[Any]   =				''''''

				for i in range(0				,	len(lowerCamelCase_		) + 1				,	lowerCamelCase_		):
								A ,       A ,       A     :  List[Any]   =				__decrypt_part(message[i : i + period]				,	lowerCamelCase_		)

								for j in range(0				,	len(lowerCamelCase_		)		):
												decrypted_numeric.append(a[j] + b[j] + c[j]		)

				for each in decrypted_numeric:
								decrypted += number_to_character[each]

				return decrypted


if __name__ == "__main__":
					UpperCamelCase_  =	"DEFEND THE EAST WALL OF THE CASTLE."
					UpperCamelCase_  =	encrypt_message(msg, "EPSDUCVWYM.ZLKXNBTFGORIJHAQ")
					UpperCamelCase_  =	decrypt_message(encrypted, "EPSDUCVWYM.ZLKXNBTFGORIJHAQ")
					print(F'''Encrypted: {encrypted}\nDecrypted: {decrypted}''')