feat(ai-engine): value sniper thresholds and logic relaxed
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import os
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import sys
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import psycopg2
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from psycopg2.extras import RealDictCursor
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# Path ayarları
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sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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from services.single_match_orchestrator import SingleMatchOrchestrator
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from services.feature_enrichment import FeatureEnrichmentService
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DSN = "postgresql://suggestbet:SuGGesT2026SecuRe@localhost:15432/boilerplate_db"
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def run_backtest(target_date="2026-05-03"):
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conn = psycopg2.connect(DSN)
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cur = conn.cursor(cursor_factory=RealDictCursor)
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# 1. Hedef tarihteki bitmiş maçları ve takım isimlerini getir
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cur.execute("""
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SELECT m.id, m.score_home, m.score_away, m.mst_utc,
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t1.name as home_name, t2.name as away_name
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FROM matches m
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LEFT JOIN teams t1 ON m.home_team_id = t1.id
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LEFT JOIN teams t2 ON m.away_team_id = t2.id
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WHERE m.status IN ('FT', 'AET', 'PEN')
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AND to_timestamp(m.mst_utc / 1000.0)::date = %s::date
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AND m.score_home IS NOT NULL
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ORDER BY m.mst_utc ASC
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""", (target_date,))
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matches = cur.fetchall()
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if not matches:
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print(f"❌ {target_date} tarihinde bitmiş maç bulunamadı.")
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return
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print(f"🚀 {target_date} için Orkestratör Backtesti Başlatılıyor... ({len(matches)} maç bulundu)")
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print("-" * 60)
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orchestrator = SingleMatchOrchestrator()
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bets_placed = 0
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won = 0
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lost = 0
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total_odds_won = 0.0
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for match in matches:
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# 3. Üst Akıl (Orkestratör) analizi yapar
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try:
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package = orchestrator.analyze_match(match['id'])
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except Exception as e:
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print(f"Hata ({match['id']}): {e}")
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continue
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if not package:
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continue
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package_data = package
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# 4. Üst akıl bu maça bahis yapmaya karar verdi mi?
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bet_advice = package_data.get("bet_advice", {})
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if bet_advice.get("playable") == True:
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bets_placed += 1
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main_pick = package_data.get("main_pick", {})
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market = main_pick.get("market")
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pick = main_pick.get("pick")
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odds = float(main_pick.get("odds", 0.0) or 0.0)
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# Skora göre kazanıp kazanmadığını kontrol et
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is_won = False
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h = match['score_home']
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a = match['score_away']
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if market == "MS":
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if pick == "1" and h > a: is_won = True
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elif pick in ("X", "0") and h == a: is_won = True
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elif pick == "2" and a > h: is_won = True
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elif market == "OU25":
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if pick == "Üst" and (h+a) > 2.5: is_won = True
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elif pick == "Alt" and (h+a) < 2.5: is_won = True
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elif market == "OU15":
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if pick == "Üst" and (h+a) > 1.5: is_won = True
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elif pick == "Alt" and (h+a) < 1.5: is_won = True
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elif market == "BTTS":
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if pick == "KG Var" and h > 0 and a > 0: is_won = True
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elif pick == "KG Yok" and (h == 0 or a == 0): is_won = True
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elif market == "DC":
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if pick == "1X" and h >= a: is_won = True
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elif pick == "12" and h != a: is_won = True
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elif pick == "X2" and h <= a: is_won = True
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if is_won:
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won += 1
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total_odds_won += odds
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res = "✅ KAZANDI"
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else:
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lost += 1
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res = "❌ KAYBETTİ"
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print(f"[{res}] {match['home_name']} {h}-{a} {match['away_name']} | Tahmin: {market} {pick} (Oran: {odds})")
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else:
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main_pick = package_data.get("main_pick", {})
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reasons = main_pick.get("reasons", ["Bilinmeyen Neden"]) if main_pick else ["No main pick"]
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reason = " | ".join(reasons) if isinstance(reasons, list) else str(reasons)
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market_board = package_data.get("market_board", {})
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main_pick_market = main_pick.get('market', 'N/A') if main_pick else 'N/A'
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main_pick_pick = main_pick.get('pick', 'N/A') if main_pick else 'N/A'
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print(f"[PAS] {match['home_name']} {match['score_home']}-{match['score_away']} {match['away_name']} | Reddedilen: {main_pick_market} {main_pick_pick} -> Neden: {reason}")
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if "market_passed_all_gates" in reason:
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print(f" DEBUG: bet_advice = {bet_advice}")
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v25_ms = market_board.get("MS", {}).get("probs", {})
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v27_ms = {} # V27 is merged into V25 probabilities in market_board, or we don't have separate V27 access here
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# Skora göre ms kontrolü
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h = match['score_home']
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a = match['score_away']
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actual_ms = "1" if h > a else ("X" if h == a else "2")
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v25_top = max(v25_ms, key=v25_ms.get) if v25_ms else "N/A"
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v27_top = "N/A"
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rejected_market = main_pick.get("market", "N/A") if main_pick else "N/A"
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rejected_pick = main_pick.get("pick", "N/A") if main_pick else "N/A"
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print(f"[PAS] {match['home_name']} {h}-{a} {match['away_name']} | Reddedilen: {rejected_market} {rejected_pick} -> Neden: {reason}")
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print(f" [V25 MS Raw: {v25_top}] [Gerçek MS: {actual_ms}]")
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# Sonuç Raporu
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print("\n" + "=" * 60)
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print(f"📊 BACKTEST SONUÇLARI ({target_date})")
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print("=" * 60)
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print(f"Toplam Maç Sayısı : {len(matches)}")
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print(f"Oynanan Bahis Sayısı: {bets_placed} (Oynama Oranı: %{bets_placed/len(matches)*100:.1f})")
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print(f"Riskli Bulunup Pas Geçilen: {len(matches) - bets_placed}")
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if bets_placed > 0:
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win_rate = won / bets_placed * 100
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roi = ((total_odds_won - bets_placed) / bets_placed) * 100
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print(f"Kazanılan : {won}")
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print(f"Kaybedilen : {lost}")
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print(f"İsabet Oranı : %{win_rate:.1f}")
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print(f"Net Kar (ROI) : %{roi:.1f} {'📈' if roi > 0 else '📉'}")
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if __name__ == "__main__":
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run_backtest("2026-05-03")
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