Update app.py

app.py

@@ -188,7 +188,7 @@ def predict_inverse(hardness_original_target, ys_original_target, metals_to_use,
             result[column]/= sum_metals
             result[column] = round(result[column], 2)
 
-    return result
+    return result[:-3], result[-3], result[0], result[1], result[-2], result[-1]
 
 
 example_inputs = [820, 1800]
@@ -240,33 +240,25 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
             )
         with gr.Column():
             with gr.Row():
-                #with gr.Column():
-                 #   gr.Markdown("### Your optimal alloy formula and processing conditions")
-                optimal_parameters = gr.DataFrame(label="Optimal parameters", wrap=True)
-                #with gr.Column():
-                 #   param1 = gr.Text(label="Processing method")
-                #with gr.Column():
-                 #   param2 = gr.Text(label="Microstructure")
-                #with gr.Column():
-                 #   param3 = gr.Text(label="Phase")
-            #with gr.Row():
-                #with gr.Column():
-                    #with gr.Row():
-                     #   gr.Markdown("### Interpretation of hardness prediction")
-                      #  gr.Markdown("### Interpretation of yield strength prediction")
-                    #with gr.Row():
-                     #   output_interpretation = gr.Plot(label="Interpretation")
+                with gr.Column():
+                    gr.Markdown("### Your optimal alloy formula and processing conditions")
+                    optimal_formula = gr.DataFrame(label="Your optimal alloy formula", wrap=True)
+                    optimal_processing_method = gr.Text(label="Processing method")
+                    gr.Markdown("### Additional information about your optimal alloy")
+                        density = gr.Text(label="Density (g/cm3)")
+                        young_modulus = gr.Text(label = "Young modulus (GPa)")
+                        microstructure = gr.Text(label="Microstructure (BCC/FCC/Other)")
+                        phase = gr.Text(label="Number of phases (S/M)")
 
     with gr.Row():
-        gr.Examples([example_inputs], [input_hardness, input_yield_strength])
+        gr.Examples([example_inputs], [input_hardness, input_yield_strength, ['Al', 'Fe']])
             
             
 
     prediction_button.click(
         fn=predict_inverse,
         inputs=[input_hardness, input_yield_strength, metals_constraints],
-        outputs=[optimal_parameters
-        ],
+        outputs=[optimal_formula, optimal_processing_method, density, young_modulus, microstructure, phase],
         show_progress=True,
     )
     clear_button.click(