联合 igraph-python 的几个 Graph 对象，包括属性

Question

我有几个子图想合并成一个图，目前我将它们保存在字典中，例如：

In [364]: result
Out[364]: 
{0: <igraph.Graph at 0x7f5b0f684de0>,
 1: <igraph.Graph at 0x7f5b0f684af8>,
 2: <igraph.Graph at 0x7f5b0f517050>,
 3: <igraph.Graph at 0x7f5b0f517148>,
 4: <igraph.Graph at 0x7f5b0f517240>}

这些子图中的每一个都有一个属性 ind:

In [367]: result[1].vs['name']
Out[367]: ['633', '634', '971']

In [368]: result[2].vs['name']
Out[368]: ['637']

但是当我尝试将它们合并为一个 igraph.Graph 对象时，它们似乎失去了 ind 属性：

G = igraph.Graph()
G+=result[0]
G+=result[1]
G+=result[2]
G.vs["name"]
Traceback (most recent call last):

  File "<ipython-input-370-72297b64297b>", line 1, in <module>
    G.vs["name"]

KeyError: 'Attribute does not exist'

我做错了什么？

这是我正在尝试做的事情的草图：

import igraph
sub1 = igraph.Graph.Full(3)
sub1.vs["name"] = ["1", "2", "3"]
sub2 = igraph.Graph.Full(2)
sub2.vs["name"] = ["4", "5"]
result = [sub1,sub2]
G = igraph.Graph()
G += result[0]
G += result[1]
G.vs["name"]
Traceback (most recent call last):

  File "<ipython-input-15-bc406e721319>", line 1, in <module>
    G.vs["name"]

KeyError: 'Attribute does not exist'

Answer 1

你没有做错任何事；不幸的是，Python 接口不支持在将一个图添加到另一个图时保留顶点属性。您必须单独添加属性：

G = Graph()
G += result[0]
G += result[1]
G += result[2]
G.vs["ind"] = sum((subgraph.vs["ind"] for subgraph in result), [])

联合 igraph-python 的几个 Graph 对象，包括属性

Unite several Graph objects of igraph-python including attributes

python

igraph

python-2.7