1.3.0: Updated ONLINE.

scripts/check_l3_final.py

@@ -0,0 +1,19 @@
+import sqlite3
+import pandas as pd
+import os
+
+db_path = r'd:\Documents\trae_projects\yrtv\database\L3\L3_Features.sqlite'
+conn = sqlite3.connect(db_path)
+try:
+    print("Checking L3 Obj and KAST:")
+    df = pd.read_sql_query("""
+        SELECT 
+            steam_id_64, 
+            side_obj_t, side_obj_ct,
+            side_kast_t, side_kast_ct
+        FROM dm_player_features
+        LIMIT 5
+    """, conn)
+    print(df)
+finally:
+    conn.close()

scripts/run_rebuild_fix.py

@@ -0,0 +1,14 @@
+from web.app import create_app
+from web.services.feature_service import FeatureService
+import sys
+import os
+
+# Ensure project root is in path
+sys.path.append(os.getcwd())
+
+app = create_app()
+
+with app.app_context():
+    print("Starting Feature Rebuild...")
+    count = FeatureService.rebuild_all_features()
+    print(f"Rebuild Complete. Processed {count} players.")