


"""simple docstring"""




__magic_name__	:   Optional[int]          =							[
    ['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 			a_   (  lowercase__   :List[str]    ):
			__lowerCamelCase        =			set()
			for row in edge_array:
						for item in row:
									distinct_edge.add(item[0]    )
			return list(lowercase__    )





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





def 			a_   (  lowercase__   :Optional[int]    ):
			__lowerCamelCase        =			get_distinct_edge(lowercase__    )
			__lowerCamelCase        =			{}

			for item in distinct_edge:
						__lowerCamelCase        =			get_bitcode(lowercase__, lowercase__    )
						# print('bit',bit)
						# bt=''.join(bit)
						__lowerCamelCase        =			bit.count("""1"""    )
						__lowerCamelCase        =			[s, bit]
			# Store [Distinct edge, WT(Bitcode), Bitcode] in descending order
			__lowerCamelCase        =			[
			    [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 			a_   (  lowercase__   :Tuple    ):
			__lowerCamelCase        =			{}
			for _, item in enumerate(lowercase__    ):
						nodes.setdefault(item[2], []    ).append(item[0]    )
			return nodes





def 			a_   (  lowercase__   :Optional[int]    ):
			__lowerCamelCase        =			{}
			for key, value in nodes.items():
						__lowerCamelCase        =			value
			return cluster





def 			a_   (  lowercase__   :Dict    ):
			return [i * 100 / len(lowercase__    ) for i in cluster]





def 			a_   (  ):
			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 			a_   (  lowercase__   :Any, lowercase__   :Optional[int], lowercase__   :List[Any], lowercase__   :Union[str, Any]    ):
			for i in cluster[ca]:
						__lowerCamelCase        =			0
						__lowerCamelCase        =			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:
																		__lowerCamelCase        =			[nodes[j]]
															count += 1
									if count == 0:
												__lowerCamelCase        =			ca + 1
									else:
												break





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





def 			a_   (  lowercase__   :Optional[Any], lowercase__   :int, lowercase__   :Union[str, Any], lowercase__   :Union[str, Any]=None    ):
			__lowerCamelCase        =			(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 			a_   (  lowercase__   :Optional[Any], lowercase__   :Optional[int], lowercase__   :List[str]    ):
			__lowerCamelCase        =			int(s / 100 * (len(lowercase__    ) - 1)    )
			for i in cluster[k]:
						my_dfs(lowercase__, tuple(cluster[k][i]    ), (["""Header"""],)    )





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





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


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








"""simple docstring"""




import unittest

from transformers import load_tool
from transformers.tools.agent_types import AGENT_TYPE_MAPPING

from .test_tools_common import ToolTesterMixin, output_types




class  __snake_case      (unittest.TestCase ,		lowerCamelCase     ):




							def      __a      (    self:						Optional[Any]      ):
										__lowerCamelCase        =			load_tool("""translation"""      )
										self.tool.setup()
										__lowerCamelCase        =			load_tool("""translation"""    ,       remote=A_      )




							def      __a      (    self:						int      ):
										__lowerCamelCase        =			self.tool("""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )




							def      __a      (    self:						int      ):
										__lowerCamelCase        =			self.remote_tool("""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )




							def      __a      (    self:						Union[str, Any]      ):
										__lowerCamelCase        =			self.tool(text="""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )




							def      __a      (    self:						Any      ):
										__lowerCamelCase        =			self.remote_tool(text="""Hey, what's up?"""    ,       src_lang="""English"""    ,       tgt_lang="""French"""      )
										self.assertEqual(A_    ,       """- Hé, comment ça va?"""      )




							def      __a      (    self:						List[Any]      ):
										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]
										__lowerCamelCase        =			self.tool(*A_      )

										# There is a single output
										if len(self.tool.outputs      ) == 1:
													__lowerCamelCase        =			[outputs]

										self.assertListEqual(output_types(A_      )    ,       self.tool.outputs      )




							def      __a      (    self:						Union[str, Any]      ):
										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]
										__lowerCamelCase        =			self.tool(*A_      )

										if not isinstance(A_    ,       A_      ):
													__lowerCamelCase        =			[outputs]

										self.assertEqual(len(A_      )    ,       len(self.tool.outputs      )      )

										for output, output_type in zip(A_    ,       self.tool.outputs      ):
													__lowerCamelCase        =			AGENT_TYPE_MAPPING[output_type]
													self.assertTrue(isinstance(A_    ,       A_      )      )




							def      __a      (    self:						Dict      ):
										__lowerCamelCase        =			["""Hey, what's up?""", """English""", """Spanish"""]

										__lowerCamelCase        =			[]

										for _input, input_type in zip(A_    ,       self.tool.inputs      ):
													if isinstance(A_    ,       A_      ):
																_inputs.append([AGENT_TYPE_MAPPING[_input_type](_input      ) for _input_type in input_type]      )
													else:
																_inputs.append(AGENT_TYPE_MAPPING[input_type](_input      )      )

        # Should not raise an error
										__lowerCamelCase        =			self.tool(*A_      )

										if not isinstance(A_    ,       A_      ):
													__lowerCamelCase        =			[outputs]

										self.assertEqual(len(A_      )    ,       len(self.tool.outputs      )      )




