Update app.py

app.py

@@ -64,8 +64,11 @@ explored_dict = conf["domain_space"]["explored_space_dict"]
 
 df_synth = load_domain_space(conf["domain_space"]["design_space_path"])
 
-plot_fn, update_plot_fn = create_plot(df_synth, explored_dict, target="uncertainty")
-update_slider_fn = create_slicer_update(space_dict)
+plot_fn_uncertainty, update_plot_fn_uncertainty = create_plot(df_synth, explored_dict, target="uncertainty")
+update_slider_fn_uncertainty = create_slicer_update(space_dict)
+
+plot_fn_hardness, update_plot_fn_hardness = create_plot(df_synth, explored_dict, target="uncertainty")
+update_slider_fn_hardness = create_slicer_update(space_dict)
 
 
 def process_microstructure(list_phases):
@@ -329,7 +332,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
             gr.Examples([example_inputs], [input_formula, input_phase, input_bccfcc, input_processing, input_microstructure])
             
     input_slicer_1.change(
-        fn=update_plot_fn,
+        fn=update_plot_fn_uncertainty,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
         outputs=[output_plot_space],
         show_progress=True,
@@ -338,7 +341,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     )
 
     input_slicer_2.change(
-        fn=update_plot_fn,
+        fn=update_plot_fn_uncertainty,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
         outputs=[output_plot_space],
         show_progress=True,
@@ -347,7 +350,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     )
 
     input_slicer_3.change(
-        fn=update_plot_fn,
+        fn=update_plot_fn_uncertainty,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
         outputs=[output_plot_space],
         show_progress=True,
@@ -356,7 +359,7 @@ with gr.Blocks(css=css_styling, title=page_title, theme=osium_theme) as demo:
     )
 
     output_hardness.change(
-        fn=update_plot_fn,
+        fn=update_plot_fn_uncertainty,
         inputs=[dropdown_1, input_slicer_1, dropdown_2, input_slicer_2, dropdown_3, input_slicer_3],
         outputs=[output_plot_space],
         show_progress=True,