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 				UpperCamelCase      (       lowerCAmelCase__     ):







       def __init__(				self,							lowerCAmelCase__=256,							lowerCAmelCase__=1024,							lowerCAmelCase__=16,							lowerCAmelCase__=16,							lowerCAmelCase__=4,							lowerCAmelCase__="gelu",							lowerCAmelCase__=1e-6,							**lowerCAmelCase__,							)   ->   int:
            super().__init__(**lowerCAmelCase__)
            snake_case_       =      hidden_size
            snake_case_       =      image_size
            snake_case_       =      patch_size
            snake_case_       =      image_size // patch_size
            snake_case_       =      mask_input_channels
            snake_case_       =      num_point_embeddings
            snake_case_       =      hidden_act
            snake_case_       =      layer_norm_eps




class 				UpperCamelCase      (       lowerCAmelCase__     ):







       def __init__(				self,							lowerCAmelCase__=256,							lowerCAmelCase__="relu",							lowerCAmelCase__=2048,							lowerCAmelCase__=2,							lowerCAmelCase__=8,							lowerCAmelCase__=2,							lowerCAmelCase__=3,							lowerCAmelCase__=3,							lowerCAmelCase__=256,							lowerCAmelCase__=1e-6,							**lowerCAmelCase__,							)   ->   List[str]:
            super().__init__(**lowerCAmelCase__)
            snake_case_       =      hidden_size
            snake_case_       =      hidden_act
            snake_case_       =      mlp_dim
            snake_case_       =      num_hidden_layers
            snake_case_       =      num_attention_heads
            snake_case_       =      attention_downsample_rate
            snake_case_       =      num_multimask_outputs
            snake_case_       =      iou_head_depth
            snake_case_       =      iou_head_hidden_dim
            snake_case_       =      layer_norm_eps




class 				UpperCamelCase      (       lowerCAmelCase__     ):







       def __init__(				self,							lowerCAmelCase__=768,							lowerCAmelCase__=256,							lowerCAmelCase__=12,							lowerCAmelCase__=12,							lowerCAmelCase__=3,							lowerCAmelCase__=1024,							lowerCAmelCase__=16,							lowerCAmelCase__="gelu",							lowerCAmelCase__=1e-06,							lowerCAmelCase__=0.0,							lowerCAmelCase__=1e-10,							lowerCAmelCase__=True,							lowerCAmelCase__=4.0,							lowerCAmelCase__=True,							lowerCAmelCase__=True,							lowerCAmelCase__=14,							lowerCAmelCase__=[2, 5, 8, 11],							lowerCAmelCase__=128,							lowerCAmelCase__=None,							**lowerCAmelCase__,							)   ->   List[str]:
            super().__init__(**lowerCAmelCase__)

            snake_case_       =      hidden_size
            snake_case_       =      output_channels
            snake_case_       =      num_hidden_layers
            snake_case_       =      num_attention_heads
            snake_case_       =      num_channels
            snake_case_       =      image_size
            snake_case_       =      patch_size
            snake_case_       =      hidden_act
            snake_case_       =      layer_norm_eps
            snake_case_       =      attention_dropout
            snake_case_       =      initializer_range
            snake_case_       =      qkv_bias
            snake_case_       =      mlp_ratio
            snake_case_       =      use_abs_pos
            snake_case_       =      use_rel_pos
            snake_case_       =      window_size
            snake_case_       =      global_attn_indexes
            snake_case_       =      num_pos_feats
            snake_case_       =      int(hidden_size * mlp_ratio) if mlp_dim is None else mlp_dim




class 				UpperCamelCase      (       lowerCAmelCase__     ):
       SCREAMING_SNAKE_CASE_				=   "sam"
       SCREAMING_SNAKE_CASE_				=   True







       def __init__(				self,							lowerCAmelCase__=None,							lowerCAmelCase__=None,							lowerCAmelCase__=None,							lowerCAmelCase__=0.02,							**lowerCAmelCase__,							)   ->   Any:
            super().__init__(**lowerCAmelCase__)
            snake_case_       =      vision_config if vision_config is not None else {}
            snake_case_       =      prompt_encoder_config if prompt_encoder_config is not None else {}
            snake_case_       =      mask_decoder_config if mask_decoder_config is not None else {}

            if isinstance(lowerCAmelCase__,							lowerCAmelCase__):
                 snake_case_       =      vision_config.to_dict()
            if isinstance(lowerCAmelCase__,							lowerCAmelCase__):
                 snake_case_       =      prompt_encoder_config.to_dict()
            if isinstance(lowerCAmelCase__,							lowerCAmelCase__):
                 snake_case_       =      mask_decoder_config.to_dict()

            snake_case_       =      SamVisionConfig(**lowerCAmelCase__)
            snake_case_       =      SamPromptEncoderConfig(**lowerCAmelCase__)
            snake_case_       =      SamMaskDecoderConfig(**lowerCAmelCase__)
            snake_case_       =      initializer_range







       def 	a_		(				self)   ->   Dict:
            snake_case_       =      copy.deepcopy(self.__dict__)
            snake_case_       =      self.vision_config.to_dict()
            snake_case_       =      self.prompt_encoder_config.to_dict()
            snake_case_       =      self.mask_decoder_config.to_dict()
            snake_case_       =      self.__class__.model_type
            return output


"""simple docstring"""


import random
import sys

from . import cryptomath_module as cryptomath

__UpperCamelCase								=    (
    r''' !"#$%&\'()*+,-./0123456789:;<=>?@ABCDEFGHIJKLMNOPQRSTUVWXYZ[\]^_`'''
    r'''abcdefghijklmnopqrstuvwxyz{|}~'''
)







def       UpperCAmelCase					(	UpperCAmelCase		,      UpperCAmelCase		,      UpperCAmelCase      )       ->   None:
     if mode == "encrypt":
          if key_a == 1:
               sys.exit(
                   'The affine cipher becomes weak when key '
                   'A is set to 1. Choose different key'      )
          if key_b == 0:
               sys.exit(
                   'The affine cipher becomes weak when key '
                   'B is set to 0. Choose different key'      )
     if key_a < 0 or key_b < 0 or key_b > len(UpperCAmelCase      ) - 1:
          sys.exit(
              'Key A must be greater than 0 and key B must '
              f'be between 0 and {len(UpperCAmelCase      ) - 1}.'      )
     if cryptomath.gcd(UpperCAmelCase		,      len(UpperCAmelCase      )      ) != 1:
          sys.exit(
              f'Key A {key_a} and the symbol set size {len(UpperCAmelCase      )} '
              'are not relatively prime. Choose a different key.'      )







def       UpperCAmelCase					(	UpperCAmelCase		,      UpperCAmelCase      )       ->   str:
     snake_case_ ,			snake_case_       =      divmod(UpperCAmelCase		,      len(UpperCAmelCase      )      )
     check_keys(UpperCAmelCase		,      UpperCAmelCase		,      'encrypt'      )
     snake_case_       =      ''
     for symbol in message:
          if symbol in SYMBOLS:
               snake_case_       =      SYMBOLS.find(UpperCAmelCase      )
               cipher_text += SYMBOLS[(sym_index * key_a + key_b) % len(UpperCAmelCase      )]
          else:
               cipher_text += symbol
     return cipher_text







def       UpperCAmelCase					(	UpperCAmelCase		,      UpperCAmelCase      )       ->   str:
     snake_case_ ,			snake_case_       =      divmod(UpperCAmelCase		,      len(UpperCAmelCase      )      )
     check_keys(UpperCAmelCase		,      UpperCAmelCase		,      'decrypt'      )
     snake_case_       =      ''
     snake_case_       =      cryptomath.find_mod_inverse(UpperCAmelCase		,      len(UpperCAmelCase      )      )
     for symbol in message:
          if symbol in SYMBOLS:
               snake_case_       =      SYMBOLS.find(UpperCAmelCase      )
               plain_text += SYMBOLS[
                   (sym_index - key_b) * mod_inverse_of_key_a % len(UpperCAmelCase      )
               ]
          else:
               plain_text += symbol
     return plain_text







def       UpperCAmelCase					(	)       ->   int:
     while True:
          snake_case_       =      random.randint(2		,      len(UpperCAmelCase      )      )
          snake_case_       =      random.randint(2		,      len(UpperCAmelCase      )      )
          if cryptomath.gcd(UpperCAmelCase		,      len(UpperCAmelCase      )      ) == 1 and key_b % len(UpperCAmelCase      ) != 0:
               return key_b * len(UpperCAmelCase      ) + key_b







def       UpperCAmelCase					(	)       ->   None:
     snake_case_       =      input('Enter message: '      ).strip()
     snake_case_       =      int(input('Enter key [2000 - 9000]: '      ).strip()      )
     snake_case_       =      input('Encrypt/Decrypt [E/D]: '      ).strip().lower()

     if mode.startswith('e'      ):
          snake_case_       =      'encrypt'
          snake_case_       =      encrypt_message(UpperCAmelCase		,      UpperCAmelCase      )
     elif mode.startswith('d'      ):
          snake_case_       =      'decrypt'
          snake_case_       =      decrypt_message(UpperCAmelCase		,      UpperCAmelCase      )
     print(f'\n{mode.title()}ed text: \n{translated}'      )


if __name__ == "__main__":
    import doctest

    doctest.testmod()
    # main()

