Update app.py

app.py

@@ -65,6 +65,8 @@ def load_leaderboard_data(csv_file_path):
         numeric_columns = df.select_dtypes(include=[np.number]).columns
         for col in numeric_columns:
             df[col] = df[col].apply(lambda x: None if pd.isna(x) else round(x, 3))
+
+        df = df.sort_values('UGI 🏆', ascending=False)
         
         return df
     except Exception as e:
@@ -460,9 +462,20 @@ columnDefs = [
         "wrapHeaderText": True,
         "autoHeaderHeight": True
     },
-    create_numeric_column("UGI 🏆", width=120, sort="desc", sortIndex=0, filterParams={
-        "defaultOption": "greaterThanOrEqual"
-    }),
+    {
+        "field": "UGI 🏆",
+        "width": 120,
+        "filter": "agNumberColumnFilter",
+        "filterParams": {
+            "defaultOption": "greaterThanOrEqual"
+        },
+        "headerClass": "ag-left-aligned-header wrap-text",
+        "cellClass": "ag-left-aligned-cell",
+        "wrapHeaderText": True,
+        "autoHeaderHeight": True,
+        "suppressSizeToFit": True,
+        "sortingOrder": ['desc', 'asc']
+    },
     create_numeric_column("W/10 👍", width=130, filterParams={
         "defaultOption": "greaterThanOrEqual",
         "filterOptions": ['equals', 'notEqual', 'greaterThan', 'greaterThanOrEqual', 'lessThan', 'lessThanOrEqual', 'inRange']
@@ -660,8 +673,8 @@ dashGridOptions = {
     "suppressCellFocus": True,
     "getRowId": "params => params.data.Model_Display",
     "pinnedTopRowData": [],
-    "sortingOrder": ['desc', 'asc'],
     "suppressMaintainUnsortedOrder": True,
+    "suppressMultiSort": True,
     "rowBuffer": 10,
     "maxBlocksInCache": 2,
     "onGridReady": {
@@ -911,10 +924,10 @@ def debug_callback(value):
 @app.callback(
     [Output('leaderboard-grid', 'rowData'),
      Output('model-type-filter', 'value'),
-     Output('pinned-models-store', 'data')],  # Add this output
+     Output('pinned-models-store', 'data')],
     [Input('model-type-filter', 'value'),
      Input('na-model-filter', 'value'),
-     Input('leaderboard-grid', 'pinnedTopRowData')],  # Add this input
+     Input('leaderboard-grid', 'pinnedTopRowData')],
     prevent_initial_call=False
 )
 def update_grid(selected_types, show_na, pinned_rows):
@@ -926,6 +939,9 @@ def update_grid(selected_types, show_na, pinned_rows):
 
     filtered_df = df.copy()
     
+    # Sort by UGI initially
+    filtered_df = filtered_df.sort_values('UGI 🏆', ascending=False)
+    
     # Get pinned model IDs
     pinned_models = []
     if pinned_rows:
@@ -958,7 +974,7 @@ def update_grid(selected_types, show_na, pinned_rows):
     if show_na is None or not show_na:
         filtered_df = filtered_df[~has_na]
     
-    # Sort by UGI
+    # Always sort by UGI descending
     filtered_df = filtered_df.sort_values('UGI 🏆', ascending=False)
     
     records = filtered_df.to_dict('records')
@@ -970,12 +986,12 @@ def update_grid(selected_types, show_na, pinned_rows):
     [Input('additional-columns-filter', 'value')]
 )
 def update_columns(additional_columns):
-    # Start with base columns up to UGI
+    # Start with base columns up to UGI column
     current_columns = columnDefs[:7]  # Include up to UGI column
     
     # Add UGI category columns if selected
     if 'ugi_categories' in additional_columns:
-        current_columns.extend(ugi_category_columns)
+        current_columns.extend(ugi_category_columns)  # Use the pre-defined ugi_category_columns
     
     # Add remaining base columns (W/10, NatInt, Coding, Political Lean)
     current_columns.extend(columnDefs[7:11])