import gradio as gr from apdl_generator.apdl_plate import generate_plate_apdl from apdl_generator.apdl_beam import generate_beam_apdl from simulators.fenics_simulation import run_fenics_simulation from simulators.ansys_simulation import run_ansys_simulation from visualization import visualize_results def simulation_workflow(use_case, simulator, **kwargs): """ Main simulation workflow. Parameters: use_case (str): 'plate' or 'beam'. simulator (str): 'FEniCS' or 'ANSYS'. kwargs: Input parameters for the simulation. Returns: results (str): Text result summarizing stress and deformation. graph_path (str): Path to 2D visualization. three_d_path (str): Path to 3D visualization. """ # Generate APDL script if needed if use_case == "plate": apdl_path = generate_plate_apdl(kwargs["thickness"], kwargs["length"], kwargs["width"], kwargs["hole_diameter"], kwargs["force"]) elif use_case == "beam": apdl_path = generate_beam_apdl(kwargs["length"], kwargs["width"], kwargs["thickness"], kwargs["load"]) else: return "Invalid use case selected.", None, None # Run simulation if simulator == "FEniCS": stress, deformation = run_fenics_simulation(use_case, **kwargs) elif simulator == "ANSYS": stress, deformation = run_ansys_simulation(apdl_path) else: return "Invalid simulator selected.", None, None # Visualize results graph_path, three_d_path = visualize_results(simulator, kwargs["length"], kwargs["width"], kwargs["thickness"], stress, deformation) return f"Stress: {stress:.2f} MPa, Deformation: {deformation:.2f} mm", graph_path, three_d_path interface = gr.Interface( fn=simulation_workflow, inputs=[ gr.Radio(["plate", "beam"], label="Select Use Case"), gr.Dropdown(["FEniCS", "ANSYS"], label="Select Simulator"), # Removed PyCalculix gr.Slider(10, 50, step=1, label="Thickness (mm)"), gr.Slider(100, 500, step=10, label="Length (mm)"), gr.Slider(50, 200, step=10, label="Width (mm)"), gr.Slider(5, 25, step=1, label="Hole Diameter (mm)", optional=True), gr.Slider(1000, 10000, step=500, label="Force (N)", optional=True), gr.Slider(1000, 20000, step=1000, label="Load (N)", optional=True) ], outputs=[ gr.Textbox(label="Simulation Results"), gr.Image(label="2D Results Visualization"), gr.Image(label="3D Results Visualization") ], title="Simulation Tool Without PyCalculix", live=True ) interface.launch()