用不同的 colors 绘制“标记组”

Question

I am very new to igraph, and have been plotting out a project of mine. In my python code I used the:

igraph.VertexClustering.FromAttribute(graph, attribute)

to identify the groups.

The problem is the coloring of this VertexCluster. When using the VertexCluster as “mark_groups” for the visual style, the groups are grey. Despite using “mark_col”, it does not change. Example of the grey marked groups

How do I change the colors for mark_groups when using a VertexClustering.FromAttribute?

Answer 1

As I don't know the exact code I don't know what's wrong. I've just created a working example based on this description

import igraph as ig
import matplotlib.pyplot as plt

g = ig.Graph(edges=[(0, 1), (1, 2), (3, 4), (4, 5)])
g.vs["cluster"] = [0, 0, 0, 1, 1, 1]
g.vs["color"] = ["red", "blue", "blue", "green", "orange", "gold"]

communities = ig.VertexClustering.FromAttribute(g, "cluster")

num_communities = len(communities)
palette = ig.RainbowPalette(n=num_communities)
for i, community in enumerate(communities):
    g.vs[community]["color"] = i   # Remove this to keep the original colors
    community_edges = g.es.select(_within=community)
    community_edges["color"] = i

fig, ax = plt.subplots()
ig.plot(
    communities,
    target=ax,
    mark_groups=True,
    palette=palette
)

fig.savefig("clusters.png")

I tried to remove the first line in the for cycle to keep the original colors, but not all the colors was kept that was defined in the g.vs["color"] =... line. I don't know the reason. I got this: