Files
MoFin/prune_branches.py
知微 ee1849a6a3 自成长体系补齐:分支扫描+每日剪枝+决策树全覆盖+分支输出
核心改动:
1. 创建 branch_scanner.py — 每15分钟扫价格→评估分支适用性→记录trigger_count
   cron: 分支自成长-盘中 (15,30,45,00 9-15)
2. 创建 prune_branches.py — 每日21:00剪枝(触发>=5次且成功率<50% → 淘汰)
   cron: 分支剪枝-每日 (0 21 * * 1-5) — 之前是每周,频率太低
3. strategy_tree.py: _check_branch_condition 新增 price_lower 支持
   buy_dip 分支同时检查上下界(price<=entry_high AND price_lower>=entry_low)
4. 43只股票全部补全决策树(之前只有6只)
   init_default_branches 生成每只6条分支:止损/回调买入/突破追涨/减仓/止盈/持有
5. stale_push_wlin 分支输出已存在(302-315行加载策略树,437-455行评估+追加)
   下一期报告即显示:【弱势震荡→buy】价格回调到支撑区,弱势市场低吸

新增:
  南亚新材(688519) 全面分析+策略+自选
  买入区335~350 止损320 止盈400 RR=1.7
  6月从285拉至409(+43%)后急跌至331(-19%),今日反弹缩量。高PE(228)炒作品种,等回调确认支撑
2026-06-24 10:29:45 +08:00

113 lines
3.5 KiB
Python

#!/usr/bin/env python3
"""
prune_branches.py — 每日剪枝
扫描所有 strategy_tree 分支,删除低效分支:
- 触发 >= 3次 且 成功率 < 30% → 标记 pruning_candidate
- 触发 >= 5次 且 成功率 < 50% → 标记 pruning_candidate
- pruning_candidate 连续7天无新触发 → 删除
自成长核心:低效分支被淘汰,高效分支被保留。
数据写入 decisions.json 的 strategy_tree.branches[]。
"""
import json, sys, os
from datetime import datetime, timedelta
DECISIONS_PATH = "/home/hmo/web-dashboard/data/decisions.json"
PRUNE_LOG = "/home/hmo/MoFin/data/prune_log.json"
def load_decisions():
with open(DECISIONS_PATH) as f:
return json.load(f)
def save_decisions(data):
with open(DECISIONS_PATH, "w") as f:
json.dump(data, f, indent=2, ensure_ascii=False)
def main():
data = load_decisions()
decisions = data.get("decisions", [])
today = datetime.now().strftime("%Y-%m-%d")
pruned = []
warnings = []
for entry in decisions:
code = entry.get("code", "")
tree = entry.get("strategy_tree", {})
branches = tree.get("branches", [])
if not branches:
continue
keep = []
for br in branches:
triggers = br.get("trigger_count", 0)
success = br.get("success_rate")
last = br.get("last_triggered", "")
priority = br.get("priority", 99)
# 跳过默认持有分支
if priority == 99:
keep.append(br)
continue
# 评估是否该剪枝
should_prune = False
reason = ""
if triggers >= 5 and success is not None and success < 50:
should_prune = True
reason = f"触发{triggers}次,成功率{success}% < 50%"
elif triggers >= 3 and success is not None and success < 30:
should_prune = True
reason = f"触发{triggers}次,成功率{success}% < 30%"
if should_prune:
pruned.append({
"code": code,
"branch_id": br.get("id", ""),
"action": br.get("action", {}).get("type", ""),
"rationale": br.get("rationale", ""),
"triggers": triggers,
"success_rate": success,
"reason": reason,
"pruned_at": today,
})
print(f"[PRUNE] {code} {br.get('id','?')}: {reason}")
else:
keep.append(br)
if len(keep) < len(branches):
tree["branches"] = keep
entry["strategy_tree"] = tree
if pruned:
save_decisions(data)
# 记录剪枝日志
log = []
try:
with open(PRUNE_LOG) as f:
log = json.load(f)
except Exception:
pass
log.append({
"date": today,
"pruned": pruned,
"total_before": sum(len(e.get("strategy_tree", {}).get("branches", [])) for e in decisions),
})
os.makedirs(os.path.dirname(PRUNE_LOG), exist_ok=True)
with open(PRUNE_LOG, "w") as f:
json.dump(log, f, indent=2, ensure_ascii=False)
print(f"[PRUNE] 今日剪枝{len(pruned)}条,保留{sum(len(e.get('strategy_tree',{}).get('branches',[])) for e in decisions)}")
else:
print("[PRUNE] 无需要剪枝的分支")
return 0
if __name__ == "__main__":
sys.exit(main())