
"""simple docstring"""




import copy
from typing import Dict, List, Optional

from ...configuration_utils import PretrainedConfig
from ...utils import logging
from ..auto import CONFIG_MAPPING


UpperCAmelCase__ :       Dict       				=					{
    '''facebook/mask2former-swin-small-coco-instance''': (
        '''https://huggingface.co/facebook/mask2former-swin-small-coco-instance/blob/main/config.json'''
    )
    # See all Mask2Former models at https://huggingface.co/models?filter=mask2former
}

UpperCAmelCase__ :       str       				=					logging.get_logger(__name__)



class       lowerCAmelCase_		(_snake_case    ):


				"""simple docstring"""



				__UpperCamelCase :		int   			=  '''mask2former'''
				__UpperCamelCase :		int   			=  ['''swin''']
				__UpperCamelCase :		Dict   			=  {'''hidden_size''': '''hidden_dim'''}



				def __init__(self  ,			SCREAMING_SNAKE_CASE__ = None  ,			SCREAMING_SNAKE_CASE__ = 2_56  ,			SCREAMING_SNAKE_CASE__ = 2_56  ,			SCREAMING_SNAKE_CASE__ = 2_56  ,			SCREAMING_SNAKE_CASE__ = 10_24  ,			SCREAMING_SNAKE_CASE__ = "relu"  ,			SCREAMING_SNAKE_CASE__ = 6  ,			SCREAMING_SNAKE_CASE__ = 10  ,			SCREAMING_SNAKE_CASE__ = 8  ,			SCREAMING_SNAKE_CASE__ = 0.0  ,			SCREAMING_SNAKE_CASE__ = 20_48  ,			SCREAMING_SNAKE_CASE__ = False  ,			SCREAMING_SNAKE_CASE__ = False  ,			SCREAMING_SNAKE_CASE__ = 4  ,			SCREAMING_SNAKE_CASE__ = 2_55  ,			SCREAMING_SNAKE_CASE__ = 1_00  ,			SCREAMING_SNAKE_CASE__ = 0.1  ,			SCREAMING_SNAKE_CASE__ = 2.0  ,			SCREAMING_SNAKE_CASE__ = 5.0  ,			SCREAMING_SNAKE_CASE__ = 5.0  ,			SCREAMING_SNAKE_CASE__ = 1_25_44  ,			SCREAMING_SNAKE_CASE__ = 3.0  ,			SCREAMING_SNAKE_CASE__ = 0.75  ,			SCREAMING_SNAKE_CASE__ = 0.02  ,			SCREAMING_SNAKE_CASE__ = 1.0  ,			SCREAMING_SNAKE_CASE__ = True  ,			SCREAMING_SNAKE_CASE__ = [4, 8, 16, 32]  ,			SCREAMING_SNAKE_CASE__ = None  ,			**SCREAMING_SNAKE_CASE__  ,			)   ->						int:



											"""simple docstring"""




											if backbone_config is None:
																		logger.info("""`backbone_config` is `None`. Initializing the config with the default `Swin` backbone."""       )
																		SCREAMING_SNAKE_CASE__		:			Optional[Any]	 =  CONFIG_MAPPING['''swin'''](
																		    image_size=2_24  ,			in_channels=3  ,			patch_size=4  ,			embed_dim=96  ,			depths=[2, 2, 18, 2]  ,			num_heads=[3, 6, 12, 24]  ,			window_size=7  ,			drop_path_rate=0.3  ,			use_absolute_embeddings=_lowerCamelCase  ,			out_features=["""stage1""", """stage2""", """stage3""", """stage4"""]  ,			)

											if isinstance(_lowerCamelCase  ,			_lowerCamelCase       ):
																		SCREAMING_SNAKE_CASE__		:			List[str]	 =  backbone_config.pop("""model_type"""       )
																		SCREAMING_SNAKE_CASE__		:			int	 =  CONFIG_MAPPING[backbone_model_type]
																		SCREAMING_SNAKE_CASE__		:			str	 =  config_class.from_dict(_lowerCamelCase       )

											# verify that the backbone is supported
											if backbone_config.model_type not in self.backbones_supported:
																		logger.warning_once(
																		    F'''Backbone {backbone_config.model_type} is not a supported model and may not be compatible with Mask2Former. '''
																		    F'''Supported model types: {','.join(self.backbones_supported       )}'''       )

											SCREAMING_SNAKE_CASE__		:			Any	 =  backbone_config
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  feature_size
											SCREAMING_SNAKE_CASE__		:			Optional[int]	 =  mask_feature_size
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  hidden_dim
											SCREAMING_SNAKE_CASE__		:			int	 =  encoder_feedforward_dim
											SCREAMING_SNAKE_CASE__		:			str	 =  activation_function
											SCREAMING_SNAKE_CASE__		:			str	 =  encoder_layers
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  decoder_layers
											SCREAMING_SNAKE_CASE__		:			Any	 =  num_attention_heads
											SCREAMING_SNAKE_CASE__		:			Any	 =  dropout
											SCREAMING_SNAKE_CASE__		:			Any	 =  dim_feedforward
											SCREAMING_SNAKE_CASE__		:			Optional[int]	 =  pre_norm
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  enforce_input_projection
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  common_stride
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  ignore_value
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  num_queries
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  no_object_weight
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  class_weight
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  mask_weight
											SCREAMING_SNAKE_CASE__		:			Dict	 =  dice_weight
											SCREAMING_SNAKE_CASE__		:			Tuple	 =  train_num_points
											SCREAMING_SNAKE_CASE__		:			str	 =  oversample_ratio
											SCREAMING_SNAKE_CASE__		:			Union[str, Any]	 =  importance_sample_ratio
											SCREAMING_SNAKE_CASE__		:			Optional[int]	 =  init_std
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  init_xavier_std
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  use_auxiliary_loss
											SCREAMING_SNAKE_CASE__		:			List[Any]	 =  feature_strides
											SCREAMING_SNAKE_CASE__		:			Tuple	 =  output_auxiliary_logits
											SCREAMING_SNAKE_CASE__		:			str	 =  decoder_layers

											super().__init__(**_lowerCamelCase       )



				@classmethod
				def       __magic_name__       (cls  ,			SCREAMING_SNAKE_CASE__  ,			**SCREAMING_SNAKE_CASE__       )   ->						Optional[int]:



											"""simple docstring"""




											return cls(
											    backbone_config=_lowerCamelCase  ,			**_lowerCamelCase  ,			)



				def       __magic_name__       (self       )   ->						List[str]:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__		:			int	 =  copy.deepcopy(self.__dict__       )
											SCREAMING_SNAKE_CASE__		:			int	 =  self.backbone_config.to_dict()
											SCREAMING_SNAKE_CASE__		:			Optional[Any]	 =  self.__class__.model_type
											return output








import secrets
from random import shuffle
from string import ascii_letters, ascii_lowercase, ascii_uppercase, digits, punctuation
def 							__lowerCamelCase		(					UpperCAmelCase_		:						int = 8		):




      """simple docstring"""





      a		:Optional[int]									=			ascii_letters + digits + punctuation
      return "".join(secrets.choice(UpperCAmelCase_		) for _ in range(UpperCAmelCase_		)		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int		):




      """simple docstring"""





      i -= len(UpperCAmelCase_		)
      a		:Tuple									=			i // 3
      a		:int									=			i % 3
      # chars = chars_incl + random_letters(ascii_letters, i / 3 + remainder) +
      #     random_number(digits, i / 3) + random_characters(punctuation, i / 3)
      a		:Union[str, Any]									=			(
          chars_incl
          + random(UpperCAmelCase_					,    quotient + remainder		)
          + random(UpperCAmelCase_					,    UpperCAmelCase_		)
          + random(UpperCAmelCase_					,    UpperCAmelCase_		)
      )
      a		:Dict									=			list(UpperCAmelCase_		)
      shuffle(UpperCAmelCase_		)
      return "".join(UpperCAmelCase_		)

      # random is a generalised function for letters, characters and numbers
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int		):




      """simple docstring"""





      return "".join(secrets.choice(UpperCAmelCase_		) for _ in range(UpperCAmelCase_		)		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Union[str, Any]					,    UpperCAmelCase_		:						Tuple		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Union[str, Any]					,    UpperCAmelCase_		:						str		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						Optional[int]		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int = 8		):




      """simple docstring"""





      if len(UpperCAmelCase_		) < min_length:
            # Your Password must be at least 8 characters long
            return False

      a		:Dict									=			any(char in ascii_uppercase for char in password		)
      a		:Optional[int]									=			any(char in ascii_lowercase for char in password		)
      a		:Tuple									=			any(char in digits for char in password		)
      a		:Any									=			any(char in punctuation for char in password		)

      return upper and lower and num and spec_char
      # Passwords should contain UPPERCASE, lowerase
      # numbers, and special characters
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:int									=			int(input('''Please indicate the max length of your password: '''		).strip()		)
      a		:Union[str, Any]									=			input(
          '''Please indicate the characters that must be in your password: '''		).strip()
      print('''Password generated:'''					,    password_generator(UpperCAmelCase_		)		)
      print(
          '''Alternative Password generated:'''					,    alternative_password_generator(UpperCAmelCase_					,    UpperCAmelCase_		)					,    )
      print('''[If you are thinking of using this passsword, You better save it.]'''		)


if __name__ == "__main__":
     main()





