


lowerCAmelCase__						:Union[str, Any]         =							[
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''be-e6''', '''bh-e12''', '''cd-e2''', '''ce-e4''',
     '''de-e1''', '''df-e8''', '''dg-e5''', '''dh-e10''', '''ef-e3''', '''eg-e2''', '''fg-e6''', '''gh-e6''', '''hi-e3'''],
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''be-e6''', '''cd-e2''', '''de-e1''', '''df-e8''',
     '''ef-e3''', '''eg-e2''', '''fg-e6'''],
    ['''ab-e1''', '''ac-e3''', '''bc-e4''', '''bd-e2''', '''de-e1''', '''df-e8''', '''dg-e5''', '''ef-e3''', '''eg-e2''',
     '''eh-e12''', '''fg-e6''', '''fh-e10''', '''gh-e6'''],
    ['''ab-e1''', '''ac-e3''', '''bc-e4''', '''bd-e2''', '''bh-e12''', '''cd-e2''', '''df-e8''', '''dh-e10'''],
    ['''ab-e1''', '''ac-e3''', '''ad-e5''', '''bc-e4''', '''bd-e2''', '''cd-e2''', '''ce-e4''', '''de-e1''', '''df-e8''',
     '''dg-e5''', '''ef-e3''', '''eg-e2''', '''fg-e6''']
]

def  lowerCAmelCase__				(    a__:	Optional[int] )						->	Union[str, Any]:


							'''simple docstring'''





							_UpperCAmelCase					=    set()
							for row in edge_array:
														for item in row:
																					distinct_edge.add(item[0] )
							return list(a__ )

def  lowerCAmelCase__				(    a__:	int    ,						a__:	Union[str, Any] )						->	List[str]:


							'''simple docstring'''





							_UpperCAmelCase					=    ['0'] * len(a__ )
							for i, row in enumerate(a__ ):
														for item in row:
																					if distinct_edge in item[0]:
																												_UpperCAmelCase					=    '1'
																												break
							return "".join(a__ )

def  lowerCAmelCase__				(    a__:	Optional[int] )						->	Optional[int]:


							'''simple docstring'''





							_UpperCAmelCase					=    get_distinct_edge(a__ )
							_UpperCAmelCase					=    {}

							for item in distinct_edge:
														_UpperCAmelCase					=    get_bitcode(a__    ,						a__ )
														# print('bit',bit)
														# bt=''.join(bit)
														_UpperCAmelCase					=    bit.count('1' )
														_UpperCAmelCase					=    [s, bit]
							# Store [Distinct edge, WT(Bitcode), Bitcode] in descending order
							_UpperCAmelCase					=    [
							    [k, v[0], v[1]]
							    for k, v in sorted(frequency_table.items()    ,						key=lambda a__ : v[1][0]    ,						reverse=a__ )
							]
							return sorted_frequency_table

def  lowerCAmelCase__				(    a__:	Dict )						->	str:


							'''simple docstring'''





							_UpperCAmelCase					=    {}
							for _, item in enumerate(a__ ):
														nodes.setdefault(item[2]    ,						[] ).append(item[0] )
							return nodes

def  lowerCAmelCase__				(    a__:	Dict )						->	Optional[Any]:


							'''simple docstring'''





							_UpperCAmelCase					=    {}
							for key, value in nodes.items():
														_UpperCAmelCase					=    value
							return cluster

def  lowerCAmelCase__				(    a__:	int )						->	Dict:


							'''simple docstring'''





							return [i * 1_0_0 / len(a__ ) for i in cluster]

def  lowerCAmelCase__				(    )						->	None:


							'''simple docstring'''





							print('\nNodes\n' )
							for key, value in nodes.items():
														print(a__    ,						a__ )
							print('\nSupport\n' )
							print(a__ )
							print('\n Cluster \n' )
							for key, value in sorted(cluster.items()    ,						reverse=a__ ):
														print(a__    ,						a__ )
							print('\n Graph\n' )
							for key, value in graph.items():
														print(a__    ,						a__ )
							print('\n Edge List of Frequent subgraphs \n' )
							for edge_list in freq_subgraph_edge_list:
														print(a__ )

def  lowerCAmelCase__				(    a__:	Dict    ,						a__:	Any    ,						a__:	Union[str, Any]    ,						a__:	int )						->	Dict:


							'''simple docstring'''





							for i in cluster[ca]:
														_UpperCAmelCase					=    0
														_UpperCAmelCase					=    ca + 1
														while ca < max(cluster.keys() ):
																					for j in cluster[ca]:
																												if int(a__    ,						2 ) & int(a__    ,						2 ) == int(a__    ,						2 ):
																																			if tuple(nodes[i] ) in graph:
																																										graph[tuple(nodes[i] )].append(nodes[j] )
																																			else:
																																										_UpperCAmelCase					=    [nodes[j]]
																																			count += 1
																					if count == 0:
																												_UpperCAmelCase					=    ca + 1
																					else:
																												break

def  lowerCAmelCase__				(    a__:	Any    ,						a__:	List[Any] )						->	Dict:


							'''simple docstring'''





							_UpperCAmelCase					=    cluster[max(cluster.keys() )]
							_UpperCAmelCase					=    'Header'
							_UpperCAmelCase					=    {}
							for i in x:
														if (["Header"],) in graph:
																					graph[(["Header"],)].append(x[i] )
														else:
																					_UpperCAmelCase					=    [x[i]]
							for i in x:
														_UpperCAmelCase					=    [['Header']]
							_UpperCAmelCase					=    1
							while i < max(a__ ) - 1:
														create_edge(a__    ,						a__    ,						a__    ,						a__ )
														_UpperCAmelCase					=    i + 1
							return graph

def  lowerCAmelCase__				(    a__:	Optional[int]    ,						a__:	Union[str, Any]    ,						a__:	Optional[Any]    ,						a__:	str=None )						->	Union[str, Any]:


							'''simple docstring'''





							_UpperCAmelCase					=    (path or []) + [start]
							if start == end:
														paths.append(a__ )
							for node in graph[start]:
														if tuple(a__ ) not in path:
																					my_dfs(a__    ,						tuple(a__ )    ,						a__    ,						a__ )

def  lowerCAmelCase__				(    a__:	Optional[Any]    ,						a__:	Optional[int]    ,						a__:	Tuple )						->	Tuple:


							'''simple docstring'''





							_UpperCAmelCase					=    int(s / 1_0_0 * (len(a__ ) - 1) )
							for i in cluster[k]:
														my_dfs(a__    ,						tuple(cluster[k][i] )    ,						(['Header'],) )

def  lowerCAmelCase__				(    a__:	Union[str, Any] )						->	str:


							'''simple docstring'''





							_UpperCAmelCase					=    []
							for edges in paths:
														_UpperCAmelCase					=    []
														for j in range(len(a__ ) - 1 ):
																					_UpperCAmelCase					=    list(edges[j] )
																					for e in temp:
																												_UpperCAmelCase					=    (e[0], e[1])
																												el.append(a__ )
														freq_sub_el.append(a__ )
							return freq_sub_el

def  lowerCAmelCase__				(    a__:	Tuple )						->	int:


							'''simple docstring'''





							for i in range(len(a__ ) ):
														for j in range(len(edge_array[i] ) ):
																					_UpperCAmelCase					=    edge_array[i][j].split('-' )
																					_UpperCAmelCase					=    t


if __name__ == "__main__":
					preprocess(edge_array)
					lowerCAmelCase__						:Optional[int]         =							get_frequency_table(edge_array)
					lowerCAmelCase__						:List[Any]         =							get_nodes(frequency_table)
					lowerCAmelCase__						:List[Any]         =							get_cluster(nodes)
					lowerCAmelCase__						:Tuple         =							get_support(cluster)
					lowerCAmelCase__						:Any         =							construct_graph(cluster, nodes)
					find_freq_subgraph_given_support(6_0, cluster, graph)
					lowerCAmelCase__						:list         =							[]
					lowerCAmelCase__						:Dict         =							freq_subgraphs_edge_list(paths)
					print_all()




import warnings

from .generation import GenerationMixin

class 	__a   (       UpperCAmelCase    ):
		# warning at import time
		warnings.warn(
		    'Importing `GenerationMixin` from `src/transformers/generation_utils.py` is deprecated and will '
		    'be removed in Transformers v5. Import as `from transformers import GenerationMixin` instead.'					,   UpperCAmelCase					,   )
