






"""simple docstring"""



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


A__	:    Optional[int]			 = logging.get_logger(__name__)

A__	:    Tuple			 = {
    'microsoft/markuplm-base': 'https://huggingface.co/microsoft/markuplm-base/resolve/main/config.json',
    'microsoft/markuplm-large': 'https://huggingface.co/microsoft/markuplm-large/resolve/main/config.json',
}







class        lowercase__      (							_lowerCAmelCase       ):
			_UpperCAmelCase		:Union[str, Any]             =			"markuplm"


			def __init__(				self					:  List[str]       ,	snake_case__					:  int=3_0522       ,	snake_case__					:  List[str]=768       ,	snake_case__					:  List[str]=12       ,	snake_case__					:  List[str]=12       ,	snake_case__					:  Any=3072       ,	snake_case__					:  int="gelu"       ,	snake_case__					:  Tuple=0.1       ,	snake_case__					:  Union[str, Any]=0.1       ,	snake_case__					:  Any=512       ,	snake_case__					:  Union[str, Any]=2       ,	snake_case__					:  int=0.02       ,	snake_case__					:  List[Any]=1E-12       ,	snake_case__					:  Any=0       ,	snake_case__					:  List[Any]=0       ,	snake_case__					:  Optional[int]=2       ,	snake_case__					:  Union[str, Any]=256       ,	snake_case__					:  List[Any]=1024       ,	snake_case__					:  Union[str, Any]=216       ,	snake_case__					:  Dict=1001       ,	snake_case__					:  Optional[Any]=32       ,	snake_case__					:  Tuple=50       ,	snake_case__					:  Optional[int]="absolute"       ,	snake_case__					:  str=True       ,	snake_case__					:  List[Any]=None       ,	**snake_case__					:  List[Any]       ,	):
										super().__init__(
										    pad_token_id=_lowercase       ,	bos_token_id=_lowercase       ,	eos_token_id=_lowercase       ,	**_lowercase       ,	)
										lowerCamelCase_	:							Optional[Any]									=vocab_size
										lowerCamelCase_	:							Tuple									=hidden_size
										lowerCamelCase_	:							Optional[int]									=num_hidden_layers
										lowerCamelCase_	:							Optional[Any]									=num_attention_heads
										lowerCamelCase_	:							Optional[Any]									=hidden_act
										lowerCamelCase_	:							Any									=intermediate_size
										lowerCamelCase_	:							Any									=hidden_dropout_prob
										lowerCamelCase_	:							List[str]									=attention_probs_dropout_prob
										lowerCamelCase_	:							List[Any]									=max_position_embeddings
										lowerCamelCase_	:							Tuple									=type_vocab_size
										lowerCamelCase_	:							Optional[int]									=initializer_range
										lowerCamelCase_	:							Optional[Any]									=layer_norm_eps
										lowerCamelCase_	:							Optional[int]									=position_embedding_type
										lowerCamelCase_	:							Optional[Any]									=use_cache
										lowerCamelCase_	:							int									=classifier_dropout
										# additional properties
										lowerCamelCase_	:							int									=max_depth
										lowerCamelCase_	:							Optional[Any]									=max_xpath_tag_unit_embeddings
										lowerCamelCase_	:							int									=max_xpath_subs_unit_embeddings
										lowerCamelCase_	:							Union[str, Any]									=tag_pad_id
										lowerCamelCase_	:							Dict									=subs_pad_id
										lowerCamelCase_	:							str									=xpath_unit_hidden_size












"""simple docstring"""



def 			_snake_case    (					lowerCamelCase__     :   list[list[int]]    ,						lowerCamelCase__     :   int    ,						lowerCamelCase__     :   int    ,						lowerCamelCase__     :   list[int]  )    ->     bool:

							# 1. Validate that path exists between current and next vertices
							if graph[path[curr_ind - 1]][next_ver] == 0:
														return False

							# 2. Validate that next vertex is not already in path
							return not any(vertex == next_ver for vertex in path  )

def 			_snake_case    (					lowerCamelCase__     :   list[list[int]]    ,						lowerCamelCase__     :   list[int]    ,						lowerCamelCase__     :   int  )    ->     bool:

							# Base Case
							if curr_ind == len(lowerCamelCase__  ):
														# return whether path exists between current and starting vertices
														return graph[path[curr_ind - 1]][path[0]] == 1

							# Recursive Step
							for next_ver in range(0    ,						len(lowerCamelCase__  )  ):
														if valid_connection(lowerCamelCase__    ,						lowerCamelCase__    ,						lowerCamelCase__    ,						lowerCamelCase__  ):
																					# Insert current vertex  into path as next transition
																					lowerCamelCase_	:							Tuple									=next_ver
																					# Validate created path
																					if util_hamilton_cycle(lowerCamelCase__    ,						lowerCamelCase__    ,						curr_ind + 1  ):
																												return True
																					# Backtrack
																					lowerCamelCase_	:							int									=-1
							return False

def 			_snake_case    (					lowerCamelCase__     :   list[list[int]]    ,						lowerCamelCase__     :   int = 0  )    ->     list[int]:
							lowerCamelCase_	:							Optional[Any]									=[-1] * (len(lowerCamelCase__  ) + 1)
							# initialize start and end of path with starting index
							lowerCamelCase_	:							Optional[int]									=start_index
							# evaluate and if we find answer return path either return empty array
							return path if util_hamilton_cycle(lowerCamelCase__    ,						lowerCamelCase__    ,						1  ) else []



