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35 lines
819 B
35 lines
819 B
import pipmaster as pm
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if not pm.is_installed("pyvis"):
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pm.install("pyvis")
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if not pm.is_installed("networkx"):
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pm.install("networkx")
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import networkx as nx
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from pyvis.network import Network
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import random
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# Load the GraphML file
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G = nx.read_graphml("./dickens/graph_chunk_entity_relation.graphml")
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# Create a Pyvis network
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net = Network(height="100vh", notebook=True)
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# Convert NetworkX graph to Pyvis network
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net.from_nx(G)
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# Add colors and title to nodes
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for node in net.nodes:
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node["color"] = "#{:06x}".format(random.randint(0, 0xFFFFFF))
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if "description" in node:
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node["title"] = node["description"]
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# Add title to edges
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for edge in net.edges:
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if "description" in edge:
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edge["title"] = edge["description"]
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# Save and display the network
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net.show("knowledge_graph.html")
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