feat: 适应度门槛95+swing_point策略+多项改进

- 新增适应度门槛: min_backtest_fitness=95, 适应度<95暂停开仓
- 新增 SwingPointRetest 策略替代 Turtle
- 新增 monday_reset.py 周重置脚本
- exit_rules: 拖尾止损相对回撤模式
- market_state: 趋势检测优化
- position: 一票制并发锁+合约规格缓存
- optimize: Optuna 替代 DEAP 遗传算法
- realtime_trader: 适应度门槛+同向递增
- weights: 动态权重管理
- cron_optimize: PYTHONPATH 修复
- .gitignore: 排除生成文件

scripts/monday_reset.py

@@ -0,0 +1,61 @@
+#!/usr/bin/env python3
+"""开市后全平持仓 + 清峰值 + 重启 EA"""
+import requests, json, time, sys, os, subprocess
+
+API = "http://192.168.1.5:5555/api"
+SYMBOL = "XAUUSDz"
+PROJECT_DIR = "/home/songkl/mt5_python_ea_suite"
+
+def log(msg):
+    print(f"[{time.strftime('%H:%M:%S')}] {msg}")
+
+# 1. 等市场开市（重试最多30次，间隔10秒）
+log("等待市场开市...")
+for i in range(30):
+    try:
+        r = requests.get(f"{API}/account", timeout=5)
+        if r.status_code == 200:
+            acct = r.json()
+            if acct.get("trade_allowed"):
+                log("✅ 市场已开市")
+                break
+    except:
+        pass
+    time.sleep(10)
+else:
+    log("❌ 等待超时，市场未开市")
+    sys.exit(1)
+
+# 2. 获取所有持仓并平仓
+log("获取持仓...")
+r = requests.get(f"{API}/positions/{SYMBOL}")
+positions = r.json().get("positions", [])
+log(f"共 {len(positions)} 单")
+
+total_pnl = 0
+for p in positions:
+    resp = requests.post(f"{API}/close",
+        json={"ticket": p["ticket"], "symbol": SYMBOL, "volume": p["volume"]})
+    ok = resp.json().get("success", False)
+    total_pnl += p["profit"]
+    log(f"{'✅' if ok else '❌'} {p['ticket']} ${p['profit']:+.2f}")
+log(f"总盈亏: ${total_pnl:+.2f}")
+
+# 3. 清峰值数据
+peak_file = os.path.join(PROJECT_DIR, "position_peaks.json")
+if os.path.exists(peak_file):
+    os.remove(peak_file)
+    log("✅ 峰值数据已清除")
+
+# 4. 杀掉旧 EA，启动新 EA
+subprocess.run(["pkill", "-9", "-f", "python.*run/realtime.py"], capture_output=True)
+time.sleep(2)
+
+log_file = os.path.join(PROJECT_DIR, "logs", "strategy.log")
+with open(log_file, "a") as f:
+    proc = subprocess.Popen(
+        [sys.executable, "run/realtime.py"],
+        cwd=PROJECT_DIR,
+        stdout=f, stderr=subprocess.STDOUT,
+    )
+log(f"✅ EA 已重启 PID={proc.pid}")