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Update app.py
Browse files
app.py
CHANGED
@@ -153,57 +153,6 @@ def display_cluster_layout():
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plt.tight_layout()
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st.pyplot(plt)
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elif option == "Create your own":
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st.write("For custom graph creation, you can specify the number of nodes and edges.")
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# Here you can add functionality for custom graph creation if required
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# Input for the number of nodes
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num_nodes = st.number_input("Number of nodes:", min_value=2, max_value=100, value=5)
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# Input for edges: users can input edges manually
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edge_input = st.text_area("Enter edges (format: u,v):", value="0,1\n1,2\n2,3")
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# Button to generate the graph
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if st.button("Generate Graph"):
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edges = []
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if edge_input:
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# Parse the input string to create the edges
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edge_list = edge_input.split("\n")
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for edge in edge_list:
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try:
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u, v = map(int, edge.split(","))
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edges.append((u, v))
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except ValueError:
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st.error("Invalid edge format. Please use the format 'u,v'.")
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# Create a graph and add the edges
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G_custom = nx.Graph()
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G_custom.add_edges_from(edges)
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if len(G_custom.nodes) == 0:
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st.error("No nodes found. Please ensure you have specified edges correctly.")
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else:
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# Compute clusters (communities) and layout
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communities = list(nx.community.greedy_modularity_communities(G_custom))
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# Compute positions for the node clusters as if they were themselves nodes in a supergraph using a larger scale factor
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supergraph = nx.cycle_graph(len(communities))
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superpos = nx.spring_layout(G_custom, scale=50, seed=429)
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# Use the "supernode" positions as the center of each node cluster
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centers = list(superpos.values())
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pos = {}
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for center, comm in zip(centers, communities):
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pos.update(nx.spring_layout(nx.subgraph(G_custom, comm), center=center, seed=1430))
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# Nodes colored by cluster
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for nodes, clr in zip(communities, ("tab:blue", "tab:orange", "tab:green")):
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nx.draw_networkx_nodes(G_custom, pos=pos, nodelist=nodes, node_color=clr, node_size=100)
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nx.draw_networkx_edges(G_custom, pos=pos)
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plt.tight_layout()
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st.pyplot(plt)
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# Display Basic: Properties if selected
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if sidebar_option == "Basic: Properties":
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st.title("Basic: Properties")
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plt.tight_layout()
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st.pyplot(plt)
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# Display Basic: Properties if selected
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if sidebar_option == "Basic: Properties":
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st.title("Basic: Properties")
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