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import gradio as gr
import plotly.graph_objects as go
import numpy as np
# Function to create a 3D plot
def create_3d_plot(x_range, y_range):
# Generate 3D data
x = np.linspace(-x_range, x_range, 100)
y = np.linspace(-y_range, y_range, 100)
x, y = np.meshgrid(x, y)
z = np.sin(np.sqrt(x**2 + y**2))
# Create a 3D surface plot
fig = go.Figure(data=[go.Surface(z=z, x=x, y=y)])
fig.update_layout(
scene=dict(
xaxis_title='X Axis',
yaxis_title='Y Axis',
zaxis_title='Z Axis'
),
margin=dict(l=0, r=0, b=0, t=0),
height=1000
)
return fig
# Gradio interface
with gr.Blocks() as demo:
gr.Markdown("## Interactive 3D Plot with Gradio and Plotly")
with gr.Row():
x_slider = gr.Slider(minimum=1, maximum=10, step=1, value=5, label="X Range")
y_slider = gr.Slider(minimum=1, maximum=10, step=1, value=5, label="Y Range")
plot_output = gr.Plot(label="3D Surface Plot")
# Update the plot on slider change
x_slider.change(create_3d_plot, inputs=[x_slider, y_slider], outputs=plot_output)
y_slider.change(create_3d_plot, inputs=[x_slider, y_slider], outputs=plot_output)
# Launch the app
demo.launch()
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