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Create app.py
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app.py
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import os
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import trimesh
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import gradio as gr
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import matplotlib.pyplot as plt
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import pyvista as pv
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from pyvista import Plotter
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# Install and start Xvfb
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os.system("apt-get update && apt-get install -y xvfb libgl1-mesa-glx")
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pv.start_xvfb()
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def generate_cad_and_apdl(length, width, height):
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"""
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Generate a 3D CAD model (box only) using Trimesh and output APDL script.
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"""
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cad_model = trimesh.creation.box(extents=(length, width, height))
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cad_path = "/tmp/demo_model.stl"
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cad_model.export(cad_path)
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apdl_script = f"""
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/prep7
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block, 0, {length}, 0, {width}, 0, {height}
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/mesh
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esize, 10
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vmesh, all
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allsel, all
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/solu
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solve
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/exit
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"""
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apdl_path = "/tmp/demo_model_apdl.txt"
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with open(apdl_path, "w") as f:
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f.write(apdl_script)
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return cad_model, cad_path, apdl_path
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def visualize_2d(cad_model):
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vertices = cad_model.vertices
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edges = cad_model.edges
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fig, ax = plt.subplots(figsize=(6, 6))
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for edge in edges:
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start, end = edge
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ax.plot(
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[vertices[start][0], vertices[end][0]],
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[vertices[start][1], vertices[end][1]],
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color="black",
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linewidth=2
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)
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ax.set_title("2D Projection (Top View)")
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ax.set_xlabel("X-axis")
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ax.set_ylabel("Y-axis")
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ax.grid(True)
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ax.set_aspect('equal')
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image_path = "/tmp/cad_2d_visualization.png"
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plt.savefig(image_path)
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plt.close(fig)
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return image_path
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def visualize_3d(cad_model):
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vertices = cad_model.vertices
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faces = cad_model.faces
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faces_pv = []
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for face in faces:
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faces_pv.append(len(face))
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faces_pv.extend(face)
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mesh = pv.PolyData(vertices, faces_pv)
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plotter = Plotter(off_screen=True)
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plotter.add_mesh(mesh, color="lightblue", show_edges=True)
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plotter.set_background("white")
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plotter.view_isometric()
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image_path = "/tmp/cad_3d_visualization.png"
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plotter.screenshot(image_path)
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plotter.close()
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return image_path
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def create_files_and_visualizations(length, width, height):
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cad_model, cad_file, apdl_file = generate_cad_and_apdl(length, width, height)
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cad_2d_path = visualize_2d(cad_model)
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cad_3d_path = visualize_3d(cad_model)
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return cad_file, apdl_file, cad_2d_path, cad_3d_path
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with gr.Blocks() as app:
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with gr.Row():
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length = gr.Number(label="Length (mm)", value=100, precision=2)
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width = gr.Number(label="Width (mm)", value=50, precision=2)
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height = gr.Number(label="Height (mm)", value=20, precision=2)
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submit_button = gr.Button("Submit")
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with gr.Row():
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cad_file = gr.File(label="Download CAD Model (STL)")
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apdl_file = gr.File(label="Download APDL Script")
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cad_2d_image = gr.Image(label="2D Visualization (Top View)")
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cad_3d_image = gr.Image(label="3D Visualization")
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submit_button.click(
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fn=create_files_and_visualizations,
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inputs=[length, width, height],
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outputs=[cad_file, apdl_file, cad_2d_image, cad_3d_image]
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)
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if __name__ == "__main__":
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app.launch()
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