import gradio as gr import subprocess from apdl_generator.apdl_plate import generate_plate_apdl from apdl_generator.apdl_beam import generate_beam_apdl from simulators.pycalculix_simulation import run_pycalculix_simulation from simulators.ansys_simulation import run_ansys_simulation from visualization import visualize_results def simulation_workflow(use_case, simulator, **kwargs): print(f"Running simulation for use_case={use_case}, simulator={simulator}") # Generate APDL script based on user inputs if use_case == "plate": print("Generating APDL script for plate simulation...") apdl_path = generate_plate_apdl(kwargs["thickness"], kwargs["length"], kwargs["width"], kwargs["hole_diameter"], kwargs["force"]) elif use_case == "beam": print("Generating APDL script for beam simulation...") apdl_path = generate_beam_apdl(kwargs["length"], kwargs["width"], kwargs["thickness"], kwargs["load"]) else: print("Invalid use case selected.") return "Invalid use case selected.", None, None print(f"APDL script generated at: {apdl_path}") # Run the selected simulator if simulator == "PyCalculix": print("Running PyCalculix simulation...") stress, deformation = run_pycalculix_simulation(use_case, **kwargs) elif simulator == "ANSYS": print("Running ANSYS simulation...") stress, deformation = run_ansys_simulation(apdl_path) else: print("Invalid simulator selected.") return "Invalid simulator selected.", None, None print(f"Simulation results - Stress: {stress}, Deformation: {deformation}") # Visualize results (both 2D and 3D) print("Visualizing results...") graph_path, three_d_path = visualize_results(simulator, kwargs["length"], kwargs["width"], kwargs["thickness"], stress, deformation) print(f"Visualization paths - 2D: {graph_path}, 3D: {three_d_path}") return f"Stress: {stress:.2f} MPa, Deformation: {deformation:.2f} mm", graph_path, three_d_path # Define Gradio interface interface = gr.Interface( fn=simulation_workflow, inputs=[ gr.Radio(["plate", "beam"], label="Select Use Case"), # Choose plate or beam simulation gr.Dropdown(["PyCalculix", "ANSYS"], label="Select Simulator"), # Choose simulator gr.Slider(10, 50, step=1, label="Thickness (mm)"), # Input: Thickness gr.Slider(100, 500, step=10, label="Length (mm)"), # Input: Length gr.Slider(50, 200, step=10, label="Width (mm)"), # Input: Width gr.Slider(5, 25, step=1, label="Hole Diameter (mm)", optional=True), # Input: Hole Diameter (for plate) gr.Slider(1000, 10000, step=500, label="Force (N)", optional=True), # Input: Force (for plate) gr.Slider(1000, 20000, step=1000, label="Load (N)", optional=True) # Input: Load (for beam) ], outputs=[ gr.Textbox(label="Simulation Results"), # Output: Simulation text results gr.Image(label="2D Results Visualization"), # Output: 2D plot (stress and deformation) gr.Image(label="3D Results Visualization") # Output: 3D plot (stress distribution) ], title="Unified Simulation Tool (PyCalculix and ANSYS)", live=True ) # Launch Gradio interface print("Launching Gradio interface...") interface.launch()