Update app.py

app.py

@@ -80,11 +80,11 @@ def calculate_selected_score(df, selected_columns):
     selected_SEMANTIC = [i for i in selected_columns if i in SEMANTIC_LIST]
     selected_quality_score = df[selected_QUALITY].sum(axis=1)/sum([DIM_WEIGHT[i] for i in selected_QUALITY])
     selected_semantic_score = df[selected_SEMANTIC].sum(axis=1)/sum([DIM_WEIGHT[i] for i in selected_SEMANTIC ])
-    if selected_quality_score is None:
+    if selected_quality_score.isna().any().any():
         return selected_semantic_score
-    if selected_semantic_score is None:
+    if selected_semantic_score.isna().any().any():
         return selected_quality_score
-    print(selected_semantic_score,selected_quality_score )
+    # print(selected_semantic_score,selected_quality_score )
     selected_score =  (selected_quality_score * QUALITY_WEIGHT + selected_semantic_score * SEMANTIC_WEIGHT) / (QUALITY_WEIGHT + SEMANTIC_WEIGHT)
     return selected_score
 
@@ -142,16 +142,16 @@ def convert_scores_to_percentage(df):
     return df
 
 def choose_all_quailty():
-    return gr.update(choices=QUALITY_LIST), QUALITY_LIST
+    return gr.update(value=QUALITY_LIST), QUALITY_LIST
 
 def choose_all_semantic():
-    return gr.update(choices=SEMANTIC_LIST),SEMANTIC_LIST
+    return gr.update(value=SEMANTIC_LIST),SEMANTIC_LIST
 
 def disable_all():
-    return gr.update(choices=[]),[]
+    return gr.update(value=[]),[]
 
 def enable_all():
-    return gr.update(choices=TASK_INFO),TASK_INFO 
+    return gr.update(value=TASK_INFO),TASK_INFO 
 
 def on_filter_model_size_method_change(selected_columns):
     updated_data = get_all_df(selected_columns)
@@ -197,19 +197,20 @@ with block:
                 TABLE_INTRODUCTION
             )
             with gr.Row():
-                with gr.Column():
+                with gr.Column(scale=0.2):
                     choosen_q = gr.Button("Select ALL Quality")
                     choosen_s = gr.Button("Select ALL Semantic")
                     enable_b = gr.Button("Select All")
                     disable_b = gr.Button("Deselect All")
-                    
-                # selection for column part:
-                checkbox_group = gr.CheckboxGroup(
-                    choices=TASK_INFO,
-                    value=DEFAULT_INFO,
-                    label="Evaluation Dimension",
-                    interactive=True,
-                )
+
+                with gr.Column(scale=0.8):
+                    # selection for column part:
+                    checkbox_group = gr.CheckboxGroup(
+                        choices=TASK_INFO,
+                        value=DEFAULT_INFO,
+                        label="Evaluation Dimension",
+                        interactive=True,
+                    )
 
             data_component = gr.components.Dataframe(
                 value=get_baseline_df,