



'''simple docstring'''


lowercase											=      [
    ['''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 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							,						lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







     a_									=get_distinct_edge(lowercase__							)
     a_									={}

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






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							,						lowercase__							,						lowercase__							,						lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							,						lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							,						lowercase__							,						lowercase__							,						lowercase__=None							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							,						lowercase__							,						lowercase__							):


     '''simple docstring'''







     a_									=int(s / 1_0_0 * (len(lowercase__							) - 1)							)
     for i in cluster[k]:
          my_dfs(lowercase__							,						tuple(cluster[k][i]							)							,						(["Header"],)							)






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







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






def 			UpperCAmelCase_							(		lowercase__							):


     '''simple docstring'''







     for i in range(len(lowercase__							)							):
          for j in range(len(edge_array[i]							)							):
               a_									=edge_array[i][j].split("-"							)
               a_									=t


if __name__ == "__main__":
  preprocess(edge_array)
  lowercase											=      get_frequency_table(edge_array)
  lowercase											=      get_nodes(frequency_table)
  lowercase											=      get_cluster(nodes)
  lowercase											=      get_support(cluster)
  lowercase											=      construct_graph(cluster, nodes)
  find_freq_subgraph_given_support(60, cluster, graph)
  lowercase											=      []
  lowercase											=      freq_subgraphs_edge_list(paths)
  print_all()







'''simple docstring'''


from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_sentencepiece_available, is_tokenizers_available


lowercase											=      {}

try:
  if not is_sentencepiece_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowercase											=      ['''BarthezTokenizer''']

try:
  if not is_tokenizers_available():
    raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
  pass
else:
  lowercase											=      ['''BarthezTokenizerFast''']


if TYPE_CHECKING:
  try:
    if not is_sentencepiece_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .tokenization_barthez import BarthezTokenizer

  try:
    if not is_tokenizers_available():
      raise OptionalDependencyNotAvailable()
  except OptionalDependencyNotAvailable:
    pass
  else:
    from .tokenization_barthez_fast import BarthezTokenizerFast

else:
  import sys

  lowercase											=      _LazyModule(__name__, globals()['''__file__'''], _import_structure, module_spec=__spec__)


