init: 管理会计OS初始代码
包含前后端完整代码: - 前端:Vue3+Vite+ElementPlus - 后端:FastAPI+SQLAlchemy - 模块:驾驶舱/KPI/战略地图/预警/预算/成本/预测/改善行动 - 当前版本:v1.0.0
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"""
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预警自动生成 — 管理会计OS
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比对 KPI 实际值与阈值配置(threshold_green/yellow/red),超出则写入 kpi_alerts
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在 daily_sync 之后运行
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"""
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import sys
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import os
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import re
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import json
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import logging
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from datetime import datetime
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sys.path.insert(0, os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
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from app.database import get_session_local
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from app.models import KPIDefinition, KPIValue, KPIAlert
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logger = logging.getLogger("cma.alert_gen")
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def _parse_threshold(expr: str) -> tuple:
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"""解析阈值表达式,返回 (operator, value)
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示例:
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>=32000000 -> ('>=', 32000000)
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<20 -> ('<', 20)
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<=55 -> ('<=', 55)
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>60 -> ('>', 60)
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"""
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m = re.match(r"(>=|<=|>|<|=|!=)\s*([\d.]+)", str(expr).strip())
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if m:
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return m.group(1), float(m.group(2))
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return None, None
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def _check_threshold(actual: float, threshold_expr: str, level: str) -> tuple:
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"""检查实际值是否触发阈值,返回 (触发, 消息)"""
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if not threshold_expr or actual is None:
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return False, ""
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op, val = _parse_threshold(threshold_expr)
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if op is None:
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return False, ""
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triggered = False
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if op == ">=" and actual >= val:
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triggered = True
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elif op == "<=" and actual <= val:
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triggered = True
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elif op == ">" and actual > val:
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triggered = True
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elif op == "<" and actual < val:
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triggered = True
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elif op == "=" and actual == val:
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triggered = True
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if triggered:
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level_names = {"green": "正常", "yellow": "预警", "red": "紧急"}
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msg = (f"KPI当前值 {actual:.2f},触发{level_names.get(level, level)}阈值 "
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f"({threshold_expr})")
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return True, msg
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return False, ""
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def run_alert_check(db_session, period: str = None) -> int:
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"""检查所有KPI的实际值是否触发预警,返回新生成的预警数"""
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if period is None:
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period = datetime.now().strftime("%Y-%m")
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kpis = db_session.query(KPIDefinition).filter(
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KPIDefinition.status == "active"
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).all()
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new_count = 0
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for kpi in kpis:
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# 跳过无阈值的KPI
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thr = {
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"red": kpi.threshold_red,
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"yellow": kpi.threshold_yellow,
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"green": kpi.threshold_green,
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}
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if not any(thr.values()):
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continue
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# 获取该KPI当前期间的最新值
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latest = db_session.query(KPIValue).filter(
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KPIValue.kpi_id == kpi.id,
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KPIValue.period == period,
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).order_by(KPIValue.calculated_at.desc()).first()
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if not latest or latest.actual_value is None:
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continue
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actual = latest.actual_value
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# 从绿到红检查(绿灯最高优先级——满足即止)
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for level in ["green", "yellow", "red"]:
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expr = thr[level]
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if not expr:
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continue
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triggered, msg = _check_threshold(actual, expr, level)
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if triggered:
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# 检查是否已有该期间该KPI同级别的预警
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existing = db_session.query(KPIAlert).filter(
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KPIAlert.kpi_id == kpi.id,
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KPIAlert.kpi_value_id == latest.id,
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KPIAlert.alert_level == level,
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).first()
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if existing:
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# 已有预警,跳过
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break
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# 创建新预警
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alert = KPIAlert(
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kpi_id=kpi.id,
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kpi_value_id=latest.id,
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alert_level=level,
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alert_message=f"{kpi.kpi_name}[{period}] {msg}",
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status="pending",
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)
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db_session.add(alert)
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new_count += 1
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logger.info(f" 新增预警 [{level}] {kpi.kpi_name}: {msg}")
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break # 只取最高级别
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elif level == "red" and not triggered:
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# 红没触发,如果已有红色预警但当前不满足,自动降级或关闭
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existing_red = db_session.query(KPIAlert).filter(
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KPIAlert.kpi_id == kpi.id,
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KPIAlert.kpi_value_id == latest.id,
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KPIAlert.alert_level == "red",
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KPIAlert.status.in_(["pending", "processing"]),
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).first()
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if existing_red:
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existing_red.status = "resolved"
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existing_red.resolution = "自动解除: 当前值不再触发红色阈值"
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existing_red.resolved_at = datetime.now()
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logger.info(f" 自动解除预警 [red] {kpi.kpi_name}")
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db_session.commit()
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return new_count
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def generate_and_push(db_session) -> dict:
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"""生成预警并推送,返回统计"""
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period = datetime.now().strftime("%Y-%m")
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# 1. 生成预警
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logger.info(f"开始预警检查 ({period})...")
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new_count = run_alert_check(db_session, period)
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logger.info(f"预警检查完成: 新增 {new_count} 条")
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# 2. 推送
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pushed = 0
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if new_count > 0:
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try:
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from app.utils.notifier import push_pending_alerts
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pushed = push_pending_alerts(db_session)
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logger.info(f"推送完成: {pushed} 条")
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except Exception as e:
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logger.error(f"推送失败: {e}")
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return {"period": period, "new_alerts": new_count, "pushed": pushed}
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if __name__ == "__main__":
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logging.basicConfig(
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level=logging.INFO,
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format="%(asctime)s [%(levelname)s] %(name)s: %(message)s",
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)
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db = get_session_local()()
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try:
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result = generate_and_push(db)
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print(f"预警检查: {result['new_alerts']}条新预警 / {result['pushed']}条已推送")
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finally:
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db.close()
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