로또 종합 추론 API 추가 (5가지 통계 기법 가중 투표)

- analyzer.py: generate_combined_recommendation() 함수 추가
  빈도Z(25%)·조합지문(30%)·갭(20%)·공동출현(15%)·다양성(10%) 가중 투표
- main.py: GET /api/lotto/recommend/combined 엔드포인트 추가
  결과를 태그 "종합추론"으로 recommendations 테이블에 저장
- main.py: GET /api/lotto/recommend/combined/history 엔드포인트 추가

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
This commit is contained in:
2026-03-25 08:40:53 +09:00
parent 09e5ab4e30
commit c9737b380f
2 changed files with 167 additions and 1 deletions

View File

@@ -35,7 +35,7 @@ from .collector import sync_latest, sync_ensure_all
from .generator import run_simulation, generate_smart_recommendations
from .checker import check_results_for_draw
from .utils import calc_metrics, calc_recent_overlap
from .analyzer import get_statistical_report, generate_weekly_report, analyze_personal_patterns
from .analyzer import get_statistical_report, generate_weekly_report, analyze_personal_patterns, generate_combined_recommendation
app = FastAPI()
scheduler = BackgroundScheduler(timezone=os.getenv("TZ", "Asia/Seoul"))
@@ -389,6 +389,46 @@ def api_simulation(run_id: Optional[int] = None, runs_limit: int = 5):
}
# ── 종합 추론 추천 ───────────────────────────────────────────────────────────
@app.get("/api/lotto/recommend/combined")
def api_recommend_combined():
"""5가지 통계 기법 종합 추론 추천 — 결과를 이력에 저장한다."""
draws = get_all_draw_numbers()
if not draws:
raise HTTPException(status_code=404, detail="No data")
latest = get_latest_draw()
result = generate_combined_recommendation(draws)
if "error" in result:
raise HTTPException(status_code=500, detail=result["error"])
# 추천 이력 저장 (태그: 종합추론)
params = {"method": "combined"}
saved = save_recommendation_dedup(
latest["drw_no"] if latest else None,
result["final_numbers"],
params,
)
if saved["saved"]:
update_recommendation(saved["id"], tags=["종합추론"])
return {
**result,
"id": saved["id"],
"saved": saved["saved"],
"deduped": saved["deduped"],
"based_on_latest_draw": latest["drw_no"] if latest else None,
}
@app.get("/api/lotto/recommend/combined/history")
def api_combined_history(limit: int = 30):
"""종합추론 추천 이력 조회."""
items = list_recommendations_ex(limit=limit, tag="종합추론", sort="id_desc")
return {"items": items, "total": len(items)}
# ── 기존 수동 추천 API (하위 호환 유지) ─────────────────────────────────────
@app.get("/api/lotto/recommend")
def api_recommend(