feat: smart recommendation generator with feedback loop and result checker

backend/app/main.py

@@ -10,8 +10,9 @@ from .db import (
     update_recommendation,
 )
 from .recommender import recommend_numbers
-from .recommender import recommend_numbers
 from .collector import sync_latest, sync_ensure_all
+from .generator import generate_smart_recommendations
+from .checker import check_results_for_draw
 
 app = FastAPI()
 scheduler = BackgroundScheduler(timezone=os.getenv("TZ", "Asia/Seoul"))
@@ -80,7 +81,20 @@ def calc_recent_overlap(numbers: List[int], draws: List[Tuple[int, List[int]]],
 @app.on_event("startup")
 def on_startup():
     init_db()
-    scheduler.add_job(lambda: sync_latest(LATEST_URL), "cron", hour="9,21", minute=10)
+    
+    # 1. 로또 당첨번호 동기화 (매일 9시, 21시 10분)
+    #    동기화 후 새로운 회차가 있으면 채점(check)까지 수행
+    def _sync_and_check():
+        res = sync_latest(LATEST_URL)
+        if res["was_new"]:
+            # 새로운 회차(예: 1000회)가 나오면, 999회차 기반 추천들을 채점
+            check_results_for_draw(res["drawNo"])
+
+    scheduler.add_job(_sync_and_check, "cron", hour="9,21", minute=10)
+    
+    # 2. 매일 아침 8시: 지능형 자동 추천 (10개씩)
+    scheduler.add_job(lambda: generate_smart_recommendations(10), "cron", hour="8", minute=0)
+    
     scheduler.start()
 
 @app.get("/health")
@@ -115,7 +129,17 @@ def api_draw(drw_no: int):
 
 @app.post("/api/admin/sync_latest")
 def admin_sync_latest():
-    return sync_latest(LATEST_URL)
+    res = sync_latest(LATEST_URL)
+    # 수동 동기화 시에도 신규 회차면 채점
+    if res["was_new"]:
+        check_results_for_draw(res["drawNo"])
+    return res
+
+@app.post("/api/admin/auto_gen")
+def admin_auto_gen(count: int = 10):
+    """지능형 자동 생성 수동 트리거"""
+    n = generate_smart_recommendations(count)
+    return {"generated": n}
 
 @app.get("/api/lotto/stats")
 def api_stats():