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Update app.py
Browse files
app.py
CHANGED
@@ -20,7 +20,7 @@ sidebar_option = st.sidebar.radio("Select an option",
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"Drawing: Multipartite Layout", "Drawing: Node Colormap",
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"Drawing: Rainbow Coloring", "Drawing: Random Geometric Graph","Drawing: Self-loops",
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"Drawing: Simple Path", "Drawing: Spectral Embedding", "Drawing: Traveling Salesman Problem",
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"Drawing: Weighted Graph", "3D Drawing: Animations of 3D Rotation"])
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# Helper function to draw and display graph
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def draw_graph(G, pos=None, title="Graph Visualization"):
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@@ -92,7 +92,96 @@ if sidebar_option == "3D Drawing: Animations of 3D Rotation":
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ani.save("animation.gif", writer="imagemagick")
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st.image("animation.gif", caption="3D Graph Rotation", use_container_width=True)
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# Function to display Weighted Graph
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def display_weighted_graph():
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"Drawing: Multipartite Layout", "Drawing: Node Colormap",
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"Drawing: Rainbow Coloring", "Drawing: Random Geometric Graph","Drawing: Self-loops",
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"Drawing: Simple Path", "Drawing: Spectral Embedding", "Drawing: Traveling Salesman Problem",
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"Drawing: Weighted Graph", "3D Drawing: Animations of 3D Rotation", "3D Drawing: Basic Matplotlib"])
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# Helper function to draw and display graph
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def draw_graph(G, pos=None, title="Graph Visualization"):
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ani.save("animation.gif", writer="imagemagick")
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st.image("animation.gif", caption="3D Graph Rotation", use_container_width=True)
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# Default example code
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def default_example():
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G = nx.cycle_graph(20)
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# 3d spring layout
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pos = nx.spring_layout(G, dim=3, seed=779)
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# Extract node and edge positions from the layout
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node_xyz = np.array([pos[v] for v in sorted(G)])
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edge_xyz = np.array([(pos[u], pos[v]) for u, v in G.edges()])
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# Create the 3D figure
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fig = plt.figure()
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ax = fig.add_subplot(111, projection="3d")
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# Plot the nodes - alpha is scaled by "depth" automatically
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ax.scatter(*node_xyz.T, s=100, ec="w")
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# Plot the edges
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for vizedge in edge_xyz:
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ax.plot(*vizedge.T, color="tab:gray")
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def _format_axes(ax):
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"""Visualization options for the 3D axes."""
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# Turn gridlines off
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ax.grid(False)
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# Suppress tick labels
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for dim in (ax.xaxis, ax.yaxis, ax.zaxis):
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dim.set_ticks([])
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# Set axes labels
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ax.set_xlabel("x")
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ax.set_ylabel("y")
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ax.set_zlabel("z")
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_format_axes(ax)
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fig.tight_layout()
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st.pyplot(fig)
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# Create your own graph option
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def create_own_graph():
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# Input fields to customize the graph
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nodes = st.number_input("Number of nodes", min_value=2, max_value=50, value=20)
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seed = st.number_input("Seed for layout", value=779)
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# Generate graph and layout
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G = nx.cycle_graph(nodes)
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pos = nx.spring_layout(G, dim=3, seed=seed)
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# Extract node and edge positions
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node_xyz = np.array([pos[v] for v in sorted(G)])
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edge_xyz = np.array([(pos[u], pos[v]) for u, v in G.edges()])
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# Create the 3D figure
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fig = plt.figure()
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ax = fig.add_subplot(111, projection="3d")
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# Plot the nodes
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ax.scatter(*node_xyz.T, s=100, ec="w")
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# Plot the edges
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for vizedge in edge_xyz:
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ax.plot(*vizedge.T, color="tab:gray")
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def _format_axes(ax):
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"""Visualization options for the 3D axes."""
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ax.grid(False)
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for dim in (ax.xaxis, ax.yaxis, ax.zaxis):
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dim.set_ticks([])
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ax.set_xlabel("x")
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ax.set_ylabel("y")
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ax.set_zlabel("z")
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_format_axes(ax)
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fig.tight_layout()
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st.pyplot(fig)
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if sidebar_option == "3D Drawing: Basic Matplotlib":
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st.title("3D Drawing: Basic Matplotlib")
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# Provide options for Default Example or Custom Graph
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graph_mode = st.radio(
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"Choose a Mode:",
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("Default Example", "Create Your Own"),
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help="Default example shows a dodecahedral graph, or you can create your own custom graph."
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)
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# Display the chosen option
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if graph_mode == "Default Example":
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default_example()
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elif graph_mode == "Create Your Own":
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create_own_graph()
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# Function to display Weighted Graph
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def display_weighted_graph():
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