




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


UpperCamelCase__						:      Tuple								=					logging.get_logger(__name__)

UpperCamelCase__						:      Union[str, Any]								=					{
    """google/reformer-crime-and-punishment""": (
        """https://huggingface.co/google/reformer-crime-and-punishment/resolve/main/config.json"""
    ),
    """google/reformer-enwik8""": """https://huggingface.co/google/reformer-enwik8/resolve/main/config.json""",
}







class 				lowerCamelCase_     (	a_     ):
							SCREAMING_SNAKE_CASE_						     =			'reformer'
							SCREAMING_SNAKE_CASE_						     =			['past_buckets_states']
							SCREAMING_SNAKE_CASE_						     =			{}
							def __init__(						self		:					Dict							,__lowerCamelCase		:					List[str]=64							,__lowerCamelCase		:					List[Any]=["local", "lsh", "local", "lsh", "local", "lsh"]							,__lowerCamelCase		:					Union[str, Any]=1.0							,__lowerCamelCase		:					Optional[Any]=True							,__lowerCamelCase		:					int=[64, 64]							,__lowerCamelCase		:					Any=[64, 1_92]							,__lowerCamelCase		:					Any=0							,__lowerCamelCase		:					str=2							,__lowerCamelCase		:					Optional[int]=5_12							,__lowerCamelCase		:					Any=None							,__lowerCamelCase		:					str="relu"							,__lowerCamelCase		:					Union[str, Any]=0.05							,__lowerCamelCase		:					List[str]=2_56							,__lowerCamelCase		:					int=0.02							,__lowerCamelCase		:					List[str]=False							,__lowerCamelCase		:					Any=1e-12							,__lowerCamelCase		:					List[str]=1							,__lowerCamelCase		:					List[str]=0							,__lowerCamelCase		:					Optional[Any]=0.05							,__lowerCamelCase		:					int=64							,__lowerCamelCase		:					Optional[int]=64							,__lowerCamelCase		:					Tuple=0.0							,__lowerCamelCase		:					Dict=1							,__lowerCamelCase		:					Any=0							,__lowerCamelCase		:					Dict=40_96							,__lowerCamelCase		:					Optional[int]=12							,__lowerCamelCase		:					List[Any]=None							,__lowerCamelCase		:					str=1							,__lowerCamelCase		:					Any=0							,__lowerCamelCase		:					Tuple=3_20							,__lowerCamelCase		:					Union[str, Any]=False							,__lowerCamelCase		:					Optional[Any]=True							,__lowerCamelCase		:					Union[str, Any]=None							,**__lowerCamelCase		:					List[str]							,):





								'''simple docstring'''



								a		=			hash_seed
								a		=			vocab_size
								a		=			attention_head_size
								a		=			hidden_size
								a		=			num_attention_heads
								a		=			num_hashes
								a		=			len(_snake_case					)
								a		=			tuple(_snake_case					) if isinstance(_snake_case							,_snake_case					) else num_buckets
								a		=			lsh_attn_chunk_length
								a		=			local_attn_chunk_length
								a		=			lsh_num_chunks_after
								a		=			lsh_num_chunks_before
								a		=			local_num_chunks_after
								a		=			local_num_chunks_before
								a		=			hidden_act
								a		=			feed_forward_size
								a		=			hidden_dropout_prob
								a		=			lsh_attention_probs_dropout_prob
								a		=			local_attention_probs_dropout_prob
								a		=			max_position_embeddings
								a		=			initializer_range
								a		=			layer_norm_eps
								a		=			axial_pos_embds
								a		=			tuple(_snake_case					)
								a		=			tuple(_snake_case					)
								a		=			axial_norm_std
								a		=			chunk_size_lm_head
								a		=			attn_layers
								a		=			use_cache
								a		=			classifier_dropout
								super().__init__(
								    pad_token_id=_snake_case							,eos_token_id=_snake_case							,is_decoder=_snake_case							,tie_word_embeddings=_snake_case							,**_snake_case							,)













import random
import sys

UpperCamelCase__						:      List[str]								=					"""ABCDEFGHIJKLMNOPQRSTUVWXYZ"""





def   SCREAMING_SNAKE_CASE__						(   )   ->  None:


	"""simple docstring"""



	a		=			input('''Enter message: '''  )
	a		=			'''LFWOAYUISVKMNXPBDCRJTQEGHZ'''
	a		=			input('''Encrypt/Decrypt [e/d]: '''  )

	check_valid_key(snake_case_  )

	if resp.lower().startswith('''e'''  ):
		a		=			'''encrypt'''
		a		=			encrypt_message(snake_case_,  snake_case_  )
	elif resp.lower().startswith('''d'''  ):
		a		=			'''decrypt'''
		a		=			decrypt_message(snake_case_,  snake_case_  )

	print(f"""\n{mode.title()}ion: \n{translated}"""  )





def   SCREAMING_SNAKE_CASE__						(   snake_case_  )   ->  None:


	"""simple docstring"""



	a		=			list(snake_case_  )
	a		=			list(snake_case_  )
	key_list.sort()
	letters_list.sort()

	if key_list != letters_list:
		sys.exit('''Error in the key or symbol set.'''  )





def   SCREAMING_SNAKE_CASE__						(   snake_case_,  snake_case_  )   ->  str:


	"""simple docstring"""



	return translate_message(snake_case_,  snake_case_,  '''encrypt'''  )





def   SCREAMING_SNAKE_CASE__						(   snake_case_,  snake_case_  )   ->  str:


	"""simple docstring"""



	return translate_message(snake_case_,  snake_case_,  '''decrypt'''  )





def   SCREAMING_SNAKE_CASE__						(   snake_case_,  snake_case_,  snake_case_  )   ->  str:


	"""simple docstring"""



	a		=			''''''
	a		=			LETTERS
	a		=			key

	if mode == "decrypt":
		a	, a		=			chars_b, chars_a

	for symbol in message:
		if symbol.upper() in chars_a:
			a		=			chars_a.find(symbol.upper()  )
			if symbol.isupper():
				translated += chars_b[sym_index].upper()
			else:
				translated += chars_b[sym_index].lower()
		else:
			translated += symbol

	return translated





def   SCREAMING_SNAKE_CASE__						(   )   ->  str:


	"""simple docstring"""



	a		=			list(snake_case_  )
	random.shuffle(snake_case_  )
	return "".join(snake_case_  )


if __name__ == "__main__":
				main()





