Create main.py

main.py

@@ -0,0 +1,62 @@
+# main.py
+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
+
+def simulation_workflow(tool_type, use_case, include_hole, **kwargs):
+    """
+    Main simulation workflow.
+
+    Parameters:
+        tool_type (str): 'Punch' or 'Die'.
+        use_case (str): 'plate' or 'beam'.
+        include_hole (bool): Whether to include a hole in the plate simulation.
+        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 dynamically
+    if use_case == "plate":
+        hole_diameter = kwargs["hole_diameter"] if include_hole else 0
+        apdl_path = generate_plate_apdl(kwargs["thickness"], kwargs["length"], kwargs["width"], 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 using Python-based solver
+    stress, deformation = run_python_simulation(apdl_path, use_case, **kwargs)
+
+    # Visualize results
+    graph_path, three_d_path = visualize_results("Python-Based Solver", kwargs["length"], kwargs["width"], kwargs["thickness"], stress, deformation)
+    return f"{tool_type} Simulation\nStress: {stress:.2f} MPa\nDeformation: {deformation:.2f} mm", graph_path, three_d_path
+
+# Gradio Interface
+interface = gr.Interface(
+    fn=simulation_workflow,
+    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.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)"),  # Always active but controlled by checkbox
+        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="Punch and Die Simulation Tool (Python-Based)",
+    live=True
+)
+
+interface.launch()