使用nx.draw_graphviz在python中使用graphviz布局绘制图形会出错

Question

我试图在python的networkx中以graphviz布局绘制一个100节点的多图G，所以到目前为止我进行了两次试验：

试验1 nx.draw_graphviz函数如下nx.draw_graphviz(G)但是我对图中的所有节点重复了以下错误：

错误：节点1，位置[0.127506302389087,0.3262608552621944]，预计两个双打

然后试图找到一个解决方案，我使用试验2 A=nx.to_agraph(G)来获取pygraphviz图，但是当我尝试用nx.draw_graphviz(A)绘图时，我得到以下错误：

AttributeError：'AGraph'对象没有属性'number_of_selfloops'

nx.graphviz_layout但它返回了一个由节点键入的位置字典，我不知道如何用它来绘制graphviz布局。

注意我导入了graphviz，pygraphviz和pydot模块，但我不知道哪些是真正需要的，但它仍然不起作用。

是否缺少在graphviz布局中绘制networkx图形的东西？

完整跟踪错误

试验1

Traceback (most recent call last):
  File "main.py", line 102, in <module>
    d.display_graph(sub_normal,NEUTRAL_RANGE)
  File "/home/abdallah/stage/Reputation_system/display.py", line 33, in display_graph
    nx.draw_graphviz(G)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pylab.py", line 982, in draw_graphviz
    pos = nx.drawing.graphviz_layout(G, prog)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pydot.py", line 257, in graphviz_layout
    return pydot_layout(G=G,prog=prog,root=root,**kwds)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pydot.py", line 277, in pydot_layout
    D=P.create_dot(prog=prog)
  File "/usr/lib/python2.7/dist-packages/pydot.py", line 1802, in <lambda>
    lambda f=frmt, prog=self.prog : self.create(format=f, prog=prog))
  File "/usr/lib/python2.7/dist-packages/pydot.py", line 2023, in create
    status, stderr_output) )
pydot.InvocationException: Program terminated with status: 1. stderr follows: Error: node 0, position [0.7145101895899024, 0.9016482786797262], expected two doubles

审判2

Traceback (most recent call last):
  File "main.py", line 102, in <module>
    d.display_graph(sub_normal,NEUTRAL_RANGE)
  File "/home/abdallah/stage/Reputation_system/display.py", line 33, in display_graph
    nx.draw_graphviz(A)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pylab.py", line 982, in draw_graphviz
    pos = nx.drawing.graphviz_layout(G, prog)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pydot.py", line 257, in graphviz_layout
    return pydot_layout(G=G,prog=prog,root=root,**kwds)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pydot.py", line 273, in pydot_layout
    P=to_pydot(G)
  File "/usr/local/lib/python2.7/dist-packages/networkx-1.10-py2.7.egg/networkx/drawing/nx_pydot.py", line 192, in to_pydot
    strict=N.number_of_selfloops()==0 and not N.is_multigraph()
AttributeError: 'AGraph' object has no attribute 'number_of_selfloops'

Answer 1

我使用了graphviz_layout并且我成功了，这是我的Python示例：

try:
    import pygraphviz
    from networkx.drawing.nx_agraph import graphviz_layout
except ImportError:
    try:
        import pydotplus
        from networkx.drawing.nx_pydot import graphviz_layout
    except ImportError:
        raise ImportError("This example needs Graphviz and either "
                              "PyGraphviz or PyDotPlus")
import networkx as nx
plt.figure(figsize=(6,8))
pos=graphviz_layout(G)
nx.draw_networkx_nodes(G,pos,nodelist=G.nodes(),node_size=node_sizes,\
linewidths=0.1,vmin=0,vmax=1,alpha=0.8,\
node_color=[D[n] for n in G.nodes()])
nx.draw_networkx_edges(G,pos,edgelist=G.edges(),width=0.1,\
edge_color="black",alpha=0.6)
plt.axis('off')
plt.tight_layout()
plt.show()

这是使用来自Networkx网站的graphviz_layout的另一个示例

https://networkx.github.io/documentation/networkx-1.10/examples/drawing/lanl_routes.html