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Update app.py
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app.py
CHANGED
@@ -5,6 +5,9 @@ import networkx as nx
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import numpy as np
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from operator import itemgetter
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import math # Import the math module
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# Sidebar for selecting an option
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sidebar_option = st.sidebar.radio("Select an option",
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@@ -17,7 +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"])
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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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@@ -25,6 +28,70 @@ def draw_graph(G, pos=None, title="Graph Visualization"):
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nx.draw(G, pos=pos, with_labels=True, node_color='lightblue', node_size=500, font_size=10, font_weight='bold')
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st.pyplot(plt)
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# Function to display Weighted Graph
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def display_weighted_graph():
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st.title("Drawing: Weighted Graph")
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import numpy as np
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from operator import itemgetter
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import math # Import the math module
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from matplotlib import animation
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from mpl_toolkits.mplot3d import Axes3D
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from streamlit.components.v1 import html
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# Sidebar for selecting an option
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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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nx.draw(G, pos=pos, with_labels=True, node_color='lightblue', node_size=500, font_size=10, font_weight='bold')
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st.pyplot(plt)
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if sidebar_option == "3D Drawing: Animations of 3D Rotation":
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st.title("3D Drawing: Animations of 3D Rotation")
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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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# Define the function to create animation
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def generate_animation(G, pos, frames=100):
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nodes = np.array([pos[v] for v in G])
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edges = np.array([(pos[u], pos[v]) for u, v in G.edges()])
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fig = plt.figure()
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ax = fig.add_subplot(111, projection="3d")
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def init():
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ax.scatter(*nodes.T, alpha=0.2, s=100, color="blue")
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for vizedge in edges:
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ax.plot(*vizedge.T, color="gray")
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ax.grid(False)
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ax.set_axis_off()
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plt.tight_layout()
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return
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def _frame_update(index):
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ax.view_init(index * 0.2, index * 0.5)
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return
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ani = animation.FuncAnimation(
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fig,
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_frame_update,
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init_func=init,
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interval=50,
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cache_frame_data=False,
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frames=frames,
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)
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return ani
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# Default Example
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if graph_mode == "Default Example":
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G = nx.dodecahedral_graph()
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pos = nx.spectral_layout(G, dim=3)
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ani = generate_animation(G, pos)
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# Create Your Own Example
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else:
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st.write("### Customize Your Graph")
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num_nodes = st.slider("Number of Nodes", min_value=5, max_value=50, value=20)
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edge_prob = st.slider("Edge Probability", min_value=0.1, max_value=1.0, value=0.3)
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# Generate custom graph
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G = nx.erdos_renyi_graph(num_nodes, edge_prob)
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pos = nx.spectral_layout(G, dim=3)
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ani = generate_animation(G, pos)
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# Display animation in Streamlit
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with st.spinner("Rendering animation..."):
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ani.save("animation.gif", writer="imagemagick")
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st.image("animation.gif", caption="3D Graph Rotation", use_column_width=True)
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# Function to display Weighted Graph
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def display_weighted_graph():
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st.title("Drawing: Weighted Graph")
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