import os
import glob
import json

results_dir = "kis_trader/backtest/results"
for strat in ["BREAKOUT", "SCALP"]:
    pattern = f"optuna_{strat.lower()}_fast_20*.json"
    files = glob.glob(os.path.join(results_dir, pattern))
    if not files: continue
    latest_file = max(files, key=os.path.getmtime)
    with open(latest_file, 'r', encoding='utf-8') as f:
        data = json.load(f)
    ws = data.get("whipsaw_recommend", {})
    if ws.get("ok"):
        orig = ws.get("orig_stats", {})
        rec = ws.get("recommended_stats", {})
        print(f"[{strat}] Original: WinRate {orig.get('win_rate')}% (count: {orig.get('count')}), PnL: {orig.get('pnl')}")
        print(f"[{strat}] Recommnd: WinRate {rec.get('win_rate')}% (count: {rec.get('count')}), PnL: {rec.get('pnl')}")