Initial leaderboard setup

.ipynb_checkpoints/app-checkpoint.py

@@ -568,14 +568,20 @@ with tab4:
         # Display the styled table
                 
         def color_value(val):
+            if not isinstance(val, (int, float)):
+                return ''
             color = 'green' if val > 0 else 'red' if val < 0 else 'black'
             return f'color: {color}'
         
-        def highlight_last_column(df):
-            return ['font-weight: bold' if col == df.columns[-1] else '' for col in df.columns]
+        def highlight_last_column(data):
+            return pd.DataFrame(
+                [[''] * (len(data.columns)-1) + ['font-weight: bold']],
+                index=[0],
+                columns=data.columns
+            ).iloc[0]
         
         styled_df = metric_df.style\
-            .apply(lambda x: ['font-weight: bold' if col == metric_df.columns[-1] else '' for col in metric_df.columns])\
+            .apply(highlight_last_column, axis=1)\
             .applymap(color_value)\
             .set_properties(**{'text-align': 'center'})\
             .format(precision=2)
@@ -584,6 +590,7 @@ with tab4:
             styled_df,
             use_container_width=True,
         )
+
         # Add visual separator
         st.markdown("---")
     

app.py

@@ -568,14 +568,20 @@ with tab4:
         # Display the styled table
                 
         def color_value(val):
+            if not isinstance(val, (int, float)):
+                return ''
             color = 'green' if val > 0 else 'red' if val < 0 else 'black'
             return f'color: {color}'
         
-        def highlight_last_column(df):
-            return ['font-weight: bold' if col == df.columns[-1] else '' for col in df.columns]
+        def highlight_last_column(data):
+            return pd.DataFrame(
+                [[''] * (len(data.columns)-1) + ['font-weight: bold']],
+                index=[0],
+                columns=data.columns
+            ).iloc[0]
         
         styled_df = metric_df.style\
-            .apply(lambda x: ['font-weight: bold' if col == metric_df.columns[-1] else '' for col in metric_df.columns])\
+            .apply(highlight_last_column, axis=1)\
             .applymap(color_value)\
             .set_properties(**{'text-align': 'center'})\
             .format(precision=2)
@@ -584,6 +590,7 @@ with tab4:
             styled_df,
             use_container_width=True,
         )
+
         # Add visual separator
         st.markdown("---")