feat: macro series

backend/services/database.py

@@ -1228,6 +1228,16 @@ def init_db():
         except Exception:
             pass
 
+    # ── Migrations ────────────────────────────────────────────────────────────
+    # Re-assign ADP events that were incorrectly mapped to PAYEMS
+    try:
+        c.execute(
+            "UPDATE ff_calendar SET series_id = 'ADP_NFP' "
+            "WHERE series_id = 'PAYEMS' AND event_name LIKE 'ADP%'"
+        )
+    except Exception:
+        pass
+
     conn.commit()
     conn.close()