来自 python 网络图的 Dash Cytoscape 不遵守节点坐标

Question

我正在尝试学习 Dash Cytoscape 并希望执行以下操作：使用网络生成图形，应用 fruchterman-reingold 算法定位节点，将数据转换为 cytoscape 格式并将其显示在 Dash 应用程序中。这是代码：

""" from networkx
    to Dash cytoscape
    """
import dash_cytoscape as cyto
from dash import Dash, html
import networkx as nx

SCALING_FACTOR = 100  # try using to scatter nodes

app = Dash(__name__)

# 1) generate a networkx graph
G = nx.les_miserables_graph()

# 2) apply a netowrkx layouting algorithm
pos = nx.fruchterman_reingold_layout(G, k=0.1, iterations=2000, threshold=1e-10)

# 3) convert networkx graph to cytoscape format
cy = nx.cytoscape_data(G)

# 4.) Add the dictionary key label to the nodes list of cy
for n in cy["elements"]["nodes"]:
    for k, v in n.items():
        v["label"] = v.pop("value")

# 5.) Add the coords you got from (2) as coordinates of nodes in cy
for n, p in zip(cy["elements"]["nodes"], pos.values()):
    n["pos"] = {"x": int(p[0] * SCALING_FACTOR), "y": int(p[1] * SCALING_FACTOR)}

# 6.) Take the results of (3)-(5) and write them to a list, like elements_ls
elements = cy["elements"]["nodes"] + cy["elements"]["edges"]

app.layout = html.Div(
    [
        cyto.Cytoscape(
            id="cytoscape-layout-6",
            elements=elements,
            style={"width": "100%", "height": "800px"},
            layout={"name": "preset"},  # "preset" to use the pos coords
        )
    ]
)


if __name__ == "__main__":
    app.run_server(debug=True)

我没有看到节点出现在它们应该出现的位置。事实上，它们似乎都在同一个坐标上折叠成一个节点。

希望可运行的代码注释将有助于理解我正在尝试做的事情。

先决条件包（environment.yml）：

name: dash
channels:
  - defaults
dependencies:
  - pandas
  - black
  - plotly_express
  - jupyterlab
  - pylint
  - pip
  - python=3.8
  - dash
  - dash-html-components
  - dash-core-components
  - dash_cytoscape
  - ipywidgets
  - networkx
  - colour
  - matplotlib

谁能明白哪里出了问题？提前谢谢你

Answer 1

你试过了吗

n["position"] = {"x": int(p[0] * SCALING_FACTOR), "y": int(p[1] * SCALING_FACTOR)}

在第 5 步？

来自 python 网络图的 Dash Cytoscape 不遵守节点坐标

Dash Cytoscape from python networks graph not honouring the nodes coordinates

python

networkx

plotly-dash

cytoscape.js