1.2.0: Refined all 6D calcs and UI/UX Experiences.

scripts/check_side_mapping.py

@@ -0,0 +1,63 @@
+import sqlite3
+import pandas as pd
+import json
+import os
+import sys
+
+# Add parent directory
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+from web.config import Config
+
+def check_mapping():
+    conn = sqlite3.connect(Config.DB_L2_PATH)
+    
+    # Join economy and teams via match_id
+    # We need to match steam_id (in eco) to group_uids (in teams)
+    
+    # 1. Get Economy R1 samples
+    query_eco = """
+    SELECT match_id, steam_id_64, side 
+    FROM fact_round_player_economy 
+    WHERE round_num = 1
+    LIMIT 10
+    """
+    eco_rows = pd.read_sql_query(query_eco, conn)
+    
+    if eco_rows.empty:
+        print("No Economy R1 data found.")
+        conn.close()
+        return
+
+    print("Checking Mapping...")
+    for _, row in eco_rows.iterrows():
+        mid = row['match_id']
+        sid = row['steam_id_64']
+        side = row['side']
+        
+        # Get Teams for this match
+        query_teams = "SELECT group_id, group_fh_role, group_uids FROM fact_match_teams WHERE match_id = ?"
+        team_rows = pd.read_sql_query(query_teams, conn, params=(mid,))
+        
+        for _, t_row in team_rows.iterrows():
+            # Check if sid is in group_uids (which contains UIDs, not SteamIDs!)
+            # We need to map SteamID -> UID
+            # Use dim_players or fact_match_players
+            q_uid = "SELECT uid FROM fact_match_players WHERE match_id = ? AND steam_id_64 = ?"
+            uid_res = conn.execute(q_uid, (mid, sid)).fetchone()
+            if not uid_res:
+                continue
+            
+            uid = str(uid_res[0])
+            group_uids = str(t_row['group_uids']).split(',')
+            
+            if uid in group_uids:
+                role = t_row['group_fh_role']
+                print(f"Match {mid}: Steam {sid} (UID {uid}) is on Side {side} in R1.")
+                print(f"  Found in Group {t_row['group_id']} with FH Role {role}.")
+                print(f"  MAPPING: Role {role} = {side}")
+                break
+                
+    conn.close()
+
+if __name__ == "__main__":
+    check_mapping()