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Create app.py
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app.py
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import gradio as gr
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from apdl_generator.apdl_plate import generate_plate_apdl
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from apdl_generator.apdl_beam import generate_beam_apdl
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from simulators.pycalculix_simulation import run_pycalculix_simulation
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from simulators.fenics_simulation import run_fenics_simulation
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from simulators.ansys_simulation import run_ansys_simulation
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from visualization import visualize_results
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def simulation_workflow(use_case, simulator, **kwargs):
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if use_case == "plate":
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apdl_path = generate_plate_apdl(kwargs["thickness"], kwargs["length"], kwargs["width"], kwargs["hole_diameter"], kwargs["force"])
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elif use_case == "beam":
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apdl_path = generate_beam_apdl(kwargs["length"], kwargs["width"], kwargs["thickness"], kwargs["load"])
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else:
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return "Invalid use case selected.", None
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if simulator == "PyCalculix":
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stress, deformation = run_pycalculix_simulation(use_case, **kwargs)
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elif simulator == "FEniCS":
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stress, deformation = run_fenics_simulation(use_case, **kwargs)
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elif simulator == "ANSYS":
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stress, deformation = run_ansys_simulation(apdl_path)
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else:
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return "Invalid simulator selected.", None
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graph_path, three_d_path = visualize_results(simulator, kwargs["length"], kwargs["width"], kwargs["thickness"], stress, deformation)
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return f"Stress: {stress:.2f} MPa, Deformation: {deformation:.2f} mm", graph_path, three_d_path
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interface = gr.Interface(
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fn=simulation_workflow,
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inputs=[
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gr.Radio(["plate", "beam"], label="Select Use Case"),
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gr.Dropdown(["PyCalculix", "FEniCS", "ANSYS"], label="Select Simulator"),
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gr.Slider(10, 50, step=1, label="Thickness (mm)"),
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gr.Slider(100, 500, step=10, label="Length (mm)"),
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gr.Slider(50, 200, step=10, label="Width (mm)"),
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gr.Slider(5, 25, step=1, label="Hole Diameter (mm)", optional=True),
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gr.Slider(1000, 10000, step=500, label="Force (N)", optional=True),
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gr.Slider(1000, 20000, step=1000, label="Load (N)", optional=True)
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],
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outputs=[
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gr.Textbox(label="Simulation Results"),
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gr.Image(label="2D Results Visualization"),
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gr.Image(label="3D Results Visualization")
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],
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title="3D Unified Simulation Tool",
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live=True
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)
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interface.launch()
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