import gradio as gr from apdl_generator.apdl_plate import generate_plate_apdl from apdl_generator.apdl_beam import generate_beam_apdl from simulators.python_simulation import run_python_simulation from visualization import visualize_results, visualize_end_product import os def simulation_workflow(tool_type, use_case, include_hole, include_force, include_load, thickness, length, width, hole_diameter, force, load, elastic_modulus): """ Main simulation workflow that generates multiple formats for APDL, Python code, and simulation results. """ # Handle optional parameters force = force if include_force else 0 load = load if include_load else 0 # Generate APDL script dynamically if use_case == "plate": hole_diameter = hole_diameter if include_hole else 0 apdl_path = generate_plate_apdl(thickness, length, width, hole_diameter, force) elif use_case == "beam": apdl_path = generate_beam_apdl(length, width, thickness, load) else: return "Invalid use case selected.", None, None, None # Read the generated APDL program with open(apdl_path, "r") as file: apdl_program = file.read() # Run simulation using Python-based solver stress, deformation = run_python_simulation(apdl_path, use_case, thickness, length, width, force, load, elastic_modulus) # Explanation for negligible deformation if deformation < 1e-6: deformation_note = "\nNote: Deformation is negligible due to the high rigidity of the material." else: deformation_note = "" # Generate 2D simulation visualization graph_path, _ = visualize_results("Python-Based Solver", length, width, thickness, stress, deformation) # Generate end-product visualization product_path = visualize_end_product(use_case, length, width, thickness, deformation) # Save Python code for simulation python_code = f""" import numpy as np # Define material properties elastic_modulus = {elastic_modulus} thickness = {thickness} length = {length} width = {width} # Simulate stress and deformation (simplified example) def simulate(): stress = elastic_modulus * thickness * width / length # Example formula deformation = stress / elastic_modulus # Simplified deformation return stress, deformation # Run the simulation stress, deformation = simulate() print(f"Stress: {stress:.2f} MPa") print(f"Deformation: {deformation:.6f} mm") """ python_file_path = "simulation_code.py" with open(python_file_path, "w") as f: f.write(python_code) # Generate results in different formats results_text = f"{tool_type} Simulation\nStress: {stress:.2f} MPa\nDeformation: {deformation:.6f} mm{deformation_note}" # Save results to a .txt file results_file_path = "simulation_results.txt" with open(results_file_path, "w") as f: f.write(results_text) return ( results_text, graph_path, product_path, apdl_program, python_file_path, # Provide the path for Python code download results_file_path # Provide the path for results file download ) # Define the Gradio interface with a Submit button inputs = [ gr.Radio(["Punch", "Die"], label="Select Tool Type"), gr.Radio(["plate", "beam"], label="Select Use Case"), gr.Checkbox(label="Include Hole for Plate Simulation"), # Checkbox for optional hole gr.Checkbox(label="Include Force"), # Checkbox for optional force gr.Checkbox(label="Include Load"), # Checkbox for optional load 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)"), # Controlled by "Include Hole" gr.Slider(1000, 10000, step=500, label="Force (N)"), # Controlled by "Include Force" gr.Slider(1000, 20000, step=1000, label="Load (N)"), # Controlled by "Include Load" gr.Slider(5e10, 3e11, step=1e10, label="Elastic Modulus (Pa)") # Slider for Elastic Modulus ] outputs = [ gr.Textbox(label="Simulation Results"), gr.Image(label="2D Simulation Visualization"), gr.Image(label="End Product Visualization"), gr.Code(language="python", label="Generated APDL Program"), # Python Code Output gr.File(label="Download Python Simulation Code"), # Allow file download of Python code gr.File(label="Download Simulation Results") # Allow file download of results ] # Add a button for submission submit_button = gr.Button("Run Simulation") # Create the Gradio interface with the button interface = gr.Interface( fn=simulation_workflow, inputs=inputs, outputs=outputs, title="Punch and Die Simulation Tool with End Product Visualization and APDL", live=False # Disable live updates ) # Launch the interface interface.launch()