refactor: enhance Optuna backtesting framework, optimize orderbook filtering, and update database management utilities.

kis_trader/backtest/optuna_mode_combo.py

@@ -275,4 +275,24 @@ def enrich_out_data_with_mode_combo(
         attach_daily_trail_recommend(out_data, log=lg)
     except Exception as exc:
         lg.warning("⚠️ daily_trail_recommend 첨부 실패: %s", exc)
+
+    # 호가 수급 합의 추천 (탐색 축 아님 — apply/미리보기 전용 1000회 핀셋 탐색)
+    try:
+        from kis_trader.backtest.optuna_orderbook_recommend import (
+            attach_orderbook_recommend,
+        )
+
+        attach_orderbook_recommend(out_data, log=lg)
+    except Exception as exc:
+        lg.warning("⚠️ orderbook_recommend 첨부 실패: %s", exc)
+
+    # 휩쏘 필터 합의 추천
+    try:
+        from kis_trader.backtest.optuna_whipsaw_recommend import (
+            attach_whipsaw_recommend,
+        )
+        attach_whipsaw_recommend(out_data, log=lg)
+    except Exception as exc:
+        lg.warning("⚠️ whipsaw_recommend 첨부 실패: %s", exc)
+
     return out_data