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import gradio as gr
from pyvis.network import Network
import networkx as nx
nx_graph = nx.cycle_graph(10)
nx_graph.nodes[1]['title'] = 'Number 1'
nx_graph.nodes[1]['group'] = 1
nx_graph.nodes[3]['title'] = 'I belong to a different group!'
nx_graph.nodes[3]['group'] = 10
nx_graph.add_node(20, size=20, title='couple', group=2)
nx_graph.add_node(21, size=15, title='couple', group=2)
nx_graph.add_edge(20, 21, weight=5)
nx_graph.add_node(25, size=25, label='lonely', title='lonely node', group=3)
# graph above refer to: https://pyvis.readthedocs.io/en/latest/tutorial.html#networkx-integration
# nt_notebook = Network('500px', '500px', notebook=True, cdn_resources='remote')
# populates the nodes and edges data structures
# nt_notebook.from_nx(nx_graph)
# nt_notebook.show('nx.html')
def needs_analysis():
nt = Network()
nt.from_nx(nx_graph)
html = nt.generate_html()
print(html)
return html
demo = gr.Interface(
needs_analysis,
inputs=None,
outputs=gr.outputs.HTML(),
title="pyvis_in_gradio",
allow_flagging='never'
)
demo.launch() |