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Networkx Edge Contraction
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#Edge contraction as per http://en.wikipedia.org/wiki/Edge_contraction | |
def contract_edges(G,nodes, new_node, attr_dict=None, **attr): | |
'''Contracts the edges of the nodes in the set "nodes" ''' | |
#Add the node with its attributes | |
G.add_node(new_node, attr_dict, **attr) | |
#Create the set of the edges that are to be contracted | |
cntr_edge_set = G.edges(nodes, data = True) | |
#Add edges from new_node to all target nodes in the set of edges that are to be contracted | |
#Possibly also checking that edge attributes are preserved and not overwritten, | |
#especially in the case of an undirected G (Most lazy approach here would be to return a | |
#multigraph so that multiple edges and their data are preserved) | |
G.add_edges_from(map(lambda x: (new_node,x[1],x[2]), cntr_edge_set)) | |
#Remove the edges contained in the set of edges that are to be contracted, concluding the contraction operation | |
G.remove_edges_from(cntr_edge_set) | |
#Remove the nodes as well | |
G.remove_nodes_from(nodes) | |
#Return the graph | |
return G |
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Worth noting that this only works on undirected graphs. For digraphs you'd need to handle the in-edges on
nodes
as well. That aside, thank you for this!