无法使用networkx和d3创建图链接/边

时间:2019-07-09 08:02:17

标签: python rest api d3.js networkx

我正在尝试从rest api调用中创建节点和边缘的简单图形...到目前为止,它能够获取节点,将其作为json转储并发送到d3以进行可视化。 这里的问题我无法绘制边缘或链接的图形。下面给我一个错误

e = (link['link']['destination']['node']['node-id'], link['link']['source']['node']['node-id'])
TypeError: 'int' object has no attribute '__getitem__'

这是从ODL REST API调用的节点和链接的详细信息

Nodes List:
Node ID -  openflow:1
Node ID -  host:00:00:00:00:00:01
Node ID -  openflow:2
Node ID -  host:00:00:00:00:00:02

Links List:
Link ID -  host:00:00:00:00:00:01/openflow:1:1
Link ID -  openflow:2:1/host:00:00:00:00:00:02
Link ID -  openflow:1:2
Link ID -  openflow:2:2
Link ID -  openflow:1:1/host:00:00:00:00:00:01
Link ID -  host:00:00:00:00:00:02/openflow:2:1

这是从API调用的详细信息

{
  u'network-topology': {
    u'topology': [
      {
        u'node': [
          {
            u'opendaylight-topology-inventory:inventory-node-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']",
            u'node-id': u'openflow:1',
            u'termination-point': [
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:2']",
                u'tp-id': u'openflow:1:2'
              },
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:1']",
                u'tp-id': u'openflow:1:1'
              },
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:LOCAL']",
                u'tp-id': u'openflow:1:LOCAL'
              }
            ]
          },
          {
            u'host-tracker-service:addresses': [
              {
                u'first-seen': 1562655393902,
                u'ip': u'10.0.0.1',
                u'mac': u'00:00:00:00:00:01',
                u'id': 6,
                u'last-seen': 1562655393902
              }
            ],
            u'host-tracker-service:id': u'00:00:00:00:00:01',
            u'host-tracker-service:attachment-points': [
              {
                u'active': True,
                u'corresponding-tp': u'host:00:00:00:00:00:01',
                u'tp-id': u'openflow:1:1'
              }
            ],
            u'node-id': u'host:00:00:00:00:00:01',
            u'termination-point': [
              {
                u'tp-id': u'host:00:00:00:00:00:01'
              }
            ]
          },
          {
            u'opendaylight-topology-inventory:inventory-node-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']",
            u'node-id': u'openflow:2',
            u'termination-point': [
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:LOCAL']",
                u'tp-id': u'openflow:2:LOCAL'
              },
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:1']",
                u'tp-id': u'openflow:2:1'
              },
              {
                u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:2']",
                u'tp-id': u'openflow:2:2'
              }
            ]
          },
          {
            u'host-tracker-service:addresses': [
              {
                u'first-seen': 1562655393906,
                u'ip': u'10.0.0.2',
                u'mac': u'00:00:00:00:00:02',
                u'id': 7,
                u'last-seen': 1562655393906
              }
            ],
            u'host-tracker-service:id': u'00:00:00:00:00:02',
            u'host-tracker-service:attachment-points': [
              {
                u'active': True,
                u'corresponding-tp': u'host:00:00:00:00:00:02',
                u'tp-id': u'openflow:2:1'
              }
            ],
            u'node-id': u'host:00:00:00:00:00:02',
            u'termination-point': [
              {
                u'tp-id': u'host:00:00:00:00:00:02'
              }
            ]
          }
        ],
        u'link': [
          {
            u'link-id': u'host:00:00:00:00:00:01/openflow:1:1',
            u'destination': {
              u'dest-node': u'openflow:1',
              u'dest-tp': u'openflow:1:1'
            },
            u'source': {
              u'source-tp': u'host:00:00:00:00:00:01',
              u'source-node': u'host:00:00:00:00:00:01'
            }
          },
          {
            u'link-id': u'openflow:2:1/host:00:00:00:00:00:02',
            u'destination': {
              u'dest-node': u'host:00:00:00:00:00:02',
              u'dest-tp': u'host:00:00:00:00:00:02'
            },
            u'source': {
              u'source-tp': u'openflow:2:1',
              u'source-node': u'openflow:2'
            }
          },
          {
            u'link-id': u'openflow:1:2',
            u'destination': {
              u'dest-node': u'openflow:2',
              u'dest-tp': u'openflow:2:2'
            },
            u'source': {
              u'source-tp': u'openflow:1:2',
              u'source-node': u'openflow:1'
            }
          },
          {
            u'link-id': u'openflow:2:2',
            u'destination': {
              u'dest-node': u'openflow:1',
              u'dest-tp': u'openflow:1:2'
            },
            u'source': {
              u'source-tp': u'openflow:2:2',
              u'source-node': u'openflow:2'
            }
          },
          {
            u'link-id': u'openflow:1:1/host:00:00:00:00:00:01',
            u'destination': {
              u'dest-node': u'host:00:00:00:00:00:01',
              u'dest-tp': u'host:00:00:00:00:00:01'
            },
            u'source': {
              u'source-tp': u'openflow:1:1',
              u'source-node': u'openflow:1'
            }
          },
          {
            u'link-id': u'host:00:00:00:00:00:02/openflow:2:1',
            u'destination': {
              u'dest-node': u'openflow:2',
              u'dest-tp': u'openflow:2:1'
            },
            u'source': {
              u'source-tp': u'host:00:00:00:00:00:02',
              u'source-node': u'host:00:00:00:00:00:02'
            }
          }
        ],
        u'topology-id': u'flow:1'
      }
    ]
  }
}

这是我测试过的代码,它只能获取节点,而不能获取链接/边...

# get nodes
resp, content = h.request(url, "GET")
nodeData = json.loads(content)
topology = nodeData['network-topology']['topology'][0]
print "Nodes List:"
for i in range(len(topology['node'])):
    print "Node ID - ", topology['node'][i]['node-id']
    i += 1

# Get links/edges
resp, content = h.request(url, "GET")
linkData = json.loads(content)
topology = linkData['network-topology']['topology'][0]
print "Links List:"
for i in range(len(topology['link'])):
    print "Link ID - ", topology['link'][i]['link-id']
    i += 1


# Add nodes and links into graph
graph = nx.Graph()
for node in range(len(topology['node'])):
    graph.add_node(topology['node'][node]['node-id'])
for link in range(len(topology['link'])):
    e = (link['link']['destination']['node']['node-id'], link['link']['source']['node']['node-id'])
    graph.add_edge(*e)


print "Graph Nodes:"
print graph.nodes()
print "Graph Links:"
print graph.links()

# write json formatted data to use in visualization
d = json_graph.node_link_data(graph)
json.dump(d, open('topo.json','w'))
print('Wrote node-link JSON data')

我尝试通过删除与链接/边沿相关的代码并保留节点而没有问题..我可以在topo.json中获取节点的详细信息..但是当我为链接添加图形时遇到了问题

这里的问题是我无法绘制边缘或链接的图形。下面给我一个错误

e = (link['link']['destination']['node']['node-id'], link['link']['source']['node']['node-id'])
TypeError: 'int' object has no attribute '__getitem__'

我只是不知道如何解决...这里的专家们提供了宝贵的建议和帮助。.谢谢

@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@@ @

我在下面进行了修改,但得到了不同的错误TypeError:字符串索引必须为整数

# Get links/edges
resp, content = h.request(url, "GET")
linkData = json.loads(content)
a = linkData['network-topology']['topology'][0]
print a

# Add links into graph
graph = nx.Graph()
for link in a:
    e = (link['link']['destination']['node']['node-id'], link['link']['source']['node']['node-id'])
    graph.add_edge(*e)

在上方打印出下面的内容

{
  u'node': [
    {
      u'opendaylight-topology-inventory:inventory-node-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']",
      u'node-id': u'openflow:1',
      u'termination-point': [
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:2']",
          u'tp-id': u'openflow:1:2'
        },
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:1']",
          u'tp-id': u'openflow:1:1'
        },
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:1']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:1:LOCAL']",
          u'tp-id': u'openflow:1:LOCAL'
        }
      ]
    },
    {
      u'host-tracker-service:addresses': [
        {
          u'first-seen': 1562655393902,
          u'ip': u'10.0.0.1',
          u'mac': u'00:00:00:00:00:01',
          u'id': 6,
          u'last-seen': 1562655393902
        }
      ],
      u'host-tracker-service:id': u'00:00:00:00:00:01',
      u'host-tracker-service:attachment-points': [
        {
          u'active': True,
          u'corresponding-tp': u'host:00:00:00:00:00:01',
          u'tp-id': u'openflow:1:1'
        }
      ],
      u'node-id': u'host:00:00:00:00:00:01',
      u'termination-point': [
        {
          u'tp-id': u'host:00:00:00:00:00:01'
        }
      ]
    },
    {
      u'opendaylight-topology-inventory:inventory-node-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']",
      u'node-id': u'openflow:2',
      u'termination-point': [
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:LOCAL']",
          u'tp-id': u'openflow:2:LOCAL'
        },
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:1']",
          u'tp-id': u'openflow:2:1'
        },
        {
          u'opendaylight-topology-inventory:inventory-node-connector-ref': u"/opendaylight-inventory:nodes/opendaylight-inventory:node[opendaylight-inventory:id='openflow:2']/opendaylight-inventory:node-connector[opendaylight-inventory:id='openflow:2:2']",
          u'tp-id': u'openflow:2:2'
        }
      ]
    },
    {
      u'host-tracker-service:addresses': [
        {
          u'first-seen': 1562655393906,
          u'ip': u'10.0.0.2',
          u'mac': u'00:00:00:00:00:02',
          u'id': 7,
          u'last-seen': 1562655393906
        }
      ],
      u'host-tracker-service:id': u'00:00:00:00:00:02',
      u'host-tracker-service:attachment-points': [
        {
          u'active': True,
          u'corresponding-tp': u'host:00:00:00:00:00:02',
          u'tp-id': u'openflow:2:1'
        }
      ],
      u'node-id': u'host:00:00:00:00:00:02',
      u'termination-point': [
        {
          u'tp-id': u'host:00:00:00:00:00:02'
        }
      ]
    }
  ],
  u'link': [
    {
      u'link-id': u'host:00:00:00:00:00:01/openflow:1:1',
      u'destination': {
        u'dest-node': u'openflow:1',
        u'dest-tp': u'openflow:1:1'
      },
      u'source': {
        u'source-tp': u'host:00:00:00:00:00:01',
        u'source-node': u'host:00:00:00:00:00:01'
      }
    },
    {
      u'link-id': u'openflow:2:1/host:00:00:00:00:00:02',
      u'destination': {
        u'dest-node': u'host:00:00:00:00:00:02',
        u'dest-tp': u'host:00:00:00:00:00:02'
      },
      u'source': {
        u'source-tp': u'openflow:2:1',
        u'source-node': u'openflow:2'
      }
    },
    {
      u'link-id': u'openflow:1:2',
      u'destination': {
        u'dest-node': u'openflow:2',
        u'dest-tp': u'openflow:2:2'
      },
      u'source': {
        u'source-tp': u'openflow:1:2',
        u'source-node': u'openflow:1'
      }
    },
    {
      u'link-id': u'openflow:2:2',
      u'destination': {
        u'dest-node': u'openflow:1',
        u'dest-tp': u'openflow:1:2'
      },
      u'source': {
        u'source-tp': u'openflow:2:2',
        u'source-node': u'openflow:2'
      }
    },
    {
      u'link-id': u'openflow:1:1/host:00:00:00:00:00:01',
      u'destination': {
        u'dest-node': u'host:00:00:00:00:00:01',
        u'dest-tp': u'host:00:00:00:00:00:01'
      },
      u'source': {
        u'source-tp': u'openflow:1:1',
        u'source-node': u'openflow:1'
      }
    },
    {
      u'link-id': u'host:00:00:00:00:00:02/openflow:2:1',
      u'destination': {
        u'dest-node': u'openflow:2',
        u'dest-tp': u'openflow:2:1'
      },
      u'source': {
        u'source-tp': u'host:00:00:00:00:00:02',
        u'source-node': u'host:00:00:00:00:00:02'
      }
    }
  ],
  u'topology-id': u'flow:1'
}

仍然试图解决它...到目前为止还没有运气...

需要从API调用中获取所有节点和链接(源和目标),并将其保存到json文件中,然后发送到d3.js进行图形可视化。请指教。谢谢

1 个答案:

答案 0 :(得分:0)

此for循环:

for link in range(len(topology['link'])):
    e = (link['link']['destination']['node']['node-id'], link['link']['source']['node']['node-id'])
    graph.add_edge(*e)

告诉Python为link赋值012,...,直至topology['link']的长度(以及长度)减1)。这就解释了当它试图在整数['link']中找到条目0时第一次遇到的for循环第一行中的错误。整数没有此类条目。

您是要做for link in topology['link']:还是其他事情?您似乎希望link是某种形式的字典。


您的代码还有其他问题。

for i in range(len(topology['link'])):
    print "Link ID - ", topology['link'][i]['link-id']
    i += 1

i+=1在块末尾没有多大意义,因为下一次循环通过时,i从for循环中获得了一个新值。我还想知道您在topology['node']上的for循环中是否存在隐藏错误,类似于给出错误的循环中的错误。