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""" | |
=================== | |
Multipartite Layout | |
=================== | |
""" | |
import itertools | |
import matplotlib.pyplot as plt | |
import networkx as nx | |
subset_sizes = [5, 5, 4, 3, 2, 4, 4, 3] | |
subset_color = [ | |
"gold", | |
"violet", | |
"violet", | |
"violet", | |
"violet", | |
"limegreen", | |
"limegreen", | |
"darkorange", | |
] | |
def multilayered_graph(*subset_sizes): | |
extents = nx.utils.pairwise(itertools.accumulate((0,) + subset_sizes)) | |
layers = [range(start, end) for start, end in extents] | |
G = nx.Graph() | |
for i, layer in enumerate(layers): | |
G.add_nodes_from(layer, layer=i) | |
for layer1, layer2 in nx.utils.pairwise(layers): | |
G.add_edges_from(itertools.product(layer1, layer2)) | |
return G | |
G = multilayered_graph(*subset_sizes) | |
color = [subset_color[data["layer"]] for v, data in G.nodes(data=True)] | |
pos = nx.multipartite_layout(G, subset_key="layer") | |
plt.figure(figsize=(8, 8)) | |
nx.draw(G, pos, node_color=color, with_labels=False) | |
plt.axis("equal") | |
plt.show() | |