iot-device-management-service/app/services/alarm_event_service.py

"""
告警事件服务（新三表结构）
处理 alarm_event / alarm_event_ext / alarm_llm_analysis 的 CRUD
"""
import uuid
from datetime import datetime, timezone
from typing import Optional, List, Dict, Any, Tuple

from sqlalchemy import func

from app.models import AlarmEvent, AlarmEventExt, AlarmLlmAnalysis, get_session
from app.services.oss_storage import get_oss_storage
from app.utils.logger import logger


def generate_alarm_id() -> str:
    """生成告警ID: ALM + YYYYMMDDHHmmss + 8位uuid"""
    timestamp = datetime.now(timezone.utc).strftime("%Y%m%d%H%M%S")
    unique_id = uuid.uuid4().hex[:8].upper()
    return f"ALM{timestamp}{unique_id}"


def _determine_alarm_level(alarm_type: str, confidence: float, duration_ms: Optional[int] = None) -> int:
    """
    根据告警类型、置信度和持续时长确定告警级别
    返回: 1提醒 2一般 3严重 4紧急
    """
    if alarm_type == "intrusion":
        return 3  # 严重
    elif alarm_type == "leave_post":
        if duration_ms and duration_ms > 30 * 60 * 1000:
            return 3  # 严重
        elif duration_ms and duration_ms > 10 * 60 * 1000:
            return 2  # 一般
        return 1  # 提醒
    elif confidence and confidence > 0.9:
        return 3  # 严重
    elif confidence and confidence > 0.7:
        return 2  # 一般

    return 2  # 默认一般


class AlarmEventService:
    """告警事件服务"""

    def __init__(self):
        self.oss = get_oss_storage()

    def create_from_mqtt(self, mqtt_data: Dict[str, Any]) -> Optional[AlarmEvent]:
        """从 MQTT 消息创建告警事件"""
        db = get_session()
        try:
            alarm_id = generate_alarm_id()

            # 解析时间
            timestamp_str = mqtt_data.get("timestamp")
            if timestamp_str:
                try:
                    event_time = datetime.fromisoformat(timestamp_str.replace("Z", "+00:00"))
                except ValueError:
                    event_time = datetime.now(timezone.utc)
            else:
                event_time = datetime.now(timezone.utc)

            # 置信度保持 float 0-1
            confidence = mqtt_data.get("confidence")
            if confidence is not None:
                confidence = float(confidence)
                # 如果传入的是 0-100 范围的值，转为 0-1
                if confidence > 1:
                    confidence = confidence / 100.0

            # duration_minutes → duration_ms
            duration_minutes = mqtt_data.get("duration_minutes")
            duration_ms = None
            if duration_minutes is not None:
                duration_ms = int(float(duration_minutes) * 60 * 1000)

            alarm_type = mqtt_data.get("alert_type", "unknown")
            alarm_level = _determine_alarm_level(alarm_type, confidence or 0, duration_ms)

            alarm = AlarmEvent(
                alarm_id=alarm_id,
                alarm_type=alarm_type,
                algorithm_code=mqtt_data.get("algorithm", "YOLO"),
                device_id=mqtt_data.get("camera_id", "unknown"),
                scene_id=mqtt_data.get("roi_id"),
                event_time=event_time,
                duration_ms=duration_ms,
                alarm_level=alarm_level,
                confidence_score=confidence,
                alarm_status="NEW",
                handle_status="UNHANDLED",
                edge_node_id=mqtt_data.get("device_id"),
            )

            db.add(alarm)

            # 写入扩展表
            ext_data = {}
            for key in ("bind_id", "target_class", "bbox", "message", "alert_id"):
                val = mqtt_data.get(key)
                if val is not None:
                    ext_key = "edge_alert_id" if key == "alert_id" else key
                    ext_data[ext_key] = val

            if ext_data:
                ext = AlarmEventExt(
                    alarm_id=alarm_id,
                    ext_type="EDGE",
                    ext_data=ext_data,
                )
                db.add(ext)

            db.commit()
            db.refresh(alarm)

            logger.info(f"新告警事件创建: {alarm_id}, type={alarm_type}")
            return alarm

        except Exception as e:
            db.rollback()
            logger.error(f"创建告警事件失败: {e}")
            return None
        finally:
            db.close()

    def create_from_edge_report(self, data: Dict[str, Any]) -> Optional[AlarmEvent]:
        """
        从边缘端 HTTP 上报创建告警事件

        边缘端通过 POST /admin-api/aiot/alarm/edge/report 上报告警。
        使用边缘端生成的 alarm_id，支持幂等（重复 alarm_id 跳过）。

        Args:
            data: 边缘端上报数据，字段与 alarm_event 表对齐

        Returns:
            AlarmEvent 或 None
        """
        db = get_session()
        try:
            alarm_id = data.get("alarm_id")
            if not alarm_id:
                logger.error("边缘上报缺少 alarm_id")
                return None

            # 幂等校验：alarm_id 已存在则跳过
            existing = db.query(AlarmEvent).filter(AlarmEvent.alarm_id == alarm_id).first()
            if existing:
                logger.info(f"告警已存在，跳过: {alarm_id}")
                return existing

            # 解析时间
            event_time_str = data.get("event_time")
            if event_time_str:
                try:
                    event_time = datetime.fromisoformat(event_time_str.replace("Z", "+00:00"))
                except ValueError:
                    event_time = datetime.now(timezone.utc)
            else:
                event_time = datetime.now(timezone.utc)

            # 置信度
            confidence = data.get("confidence_score")
            if confidence is not None:
                confidence = float(confidence)
                if confidence > 1:
                    confidence = confidence / 100.0

            alarm_type = data.get("alarm_type", "unknown")
            alarm_level = data.get("alarm_level")
            if alarm_level is None:
                # 从 ext_data 取 duration_ms
                ext_data = data.get("ext_data") or {}
                duration_ms = ext_data.get("duration_ms")
                alarm_level = _determine_alarm_level(alarm_type, confidence or 0, duration_ms)

            alarm = AlarmEvent(
                alarm_id=alarm_id,
                alarm_type=alarm_type,
                algorithm_code=data.get("algorithm_code"),
                device_id=data.get("device_id", "unknown"),
                scene_id=data.get("scene_id"),
                event_time=event_time,
                alarm_level=alarm_level,
                confidence_score=confidence,
                alarm_status="NEW",
                handle_status="UNHANDLED",
                snapshot_url=data.get("snapshot_url"),  # COS object_key
                edge_node_id=data.get("ext_data", {}).get("edge_node_id") if data.get("ext_data") else None,
            )

            db.add(alarm)

            # 写入扩展表
            ext_data = data.get("ext_data")
            if ext_data:
                ext = AlarmEventExt(
                    alarm_id=alarm_id,
                    ext_type="EDGE_HTTP",
                    ext_data=ext_data,
                )
                db.add(ext)

            db.commit()
            db.refresh(alarm)

            logger.info(f"边缘端告警创建成功: {alarm_id}, type={alarm_type}, device={data.get('device_id')}")
            return alarm

        except Exception as e:
            db.rollback()
            logger.error(f"创建边缘端告警失败: {e}")
            return None
        finally:
            db.close()

    def create_from_http(self, data: Dict[str, Any], snapshot_data: Optional[bytes] = None) -> Optional[AlarmEvent]:
        """从 HTTP 请求创建告警事件"""
        db = get_session()
        try:
            alarm_id = generate_alarm_id()

            # 解析时间
            trigger_time = data.get("trigger_time") or data.get("timestamp")
            if isinstance(trigger_time, str):
                try:
                    event_time = datetime.fromisoformat(trigger_time.replace("Z", "+00:00"))
                except ValueError:
                    event_time = datetime.now(timezone.utc)
            elif isinstance(trigger_time, datetime):
                event_time = trigger_time
            else:
                event_time = datetime.now(timezone.utc)

            confidence = data.get("confidence")
            if confidence is not None:
                confidence = float(confidence)
                if confidence > 1:
                    confidence = confidence / 100.0

            duration_minutes = data.get("duration_minutes")
            duration_ms = None
            if duration_minutes is not None:
                duration_ms = int(float(duration_minutes) * 60 * 1000)

            alarm_type = data.get("alert_type", "unknown")
            alarm_level = _determine_alarm_level(alarm_type, confidence or 0, duration_ms)

            snapshot_url = None
            if snapshot_data:
                snapshot_url = self.oss.upload_image(snapshot_data)

            alarm = AlarmEvent(
                alarm_id=alarm_id,
                alarm_type=alarm_type,
                algorithm_code=data.get("algorithm"),
                device_id=data.get("camera_id", "unknown"),
                scene_id=data.get("roi_id"),
                event_time=event_time,
                duration_ms=duration_ms,
                alarm_level=alarm_level,
                confidence_score=confidence,
                alarm_status="NEW",
                handle_status="UNHANDLED",
                snapshot_url=snapshot_url,
                edge_node_id=data.get("device_id"),
            )

            db.add(alarm)

            # 写入扩展表
            ext_data = {}
            for key in ("bind_id", "target_class", "bbox", "message"):
                val = data.get(key)
                if val is not None:
                    ext_data[key] = val

            if ext_data:
                ext = AlarmEventExt(
                    alarm_id=alarm_id,
                    ext_type="POST",
                    ext_data=ext_data,
                )
                db.add(ext)

            db.commit()
            db.refresh(alarm)

            logger.info(f"HTTP告警事件创建: {alarm_id}")
            return alarm

        except Exception as e:
            db.rollback()
            logger.error(f"HTTP创建告警事件失败: {e}")
            return None
        finally:
            db.close()

    def get_alarm(self, alarm_id: str) -> Optional[Dict]:
        """获取告警详情（含扩展信息）"""
        db = get_session()
        try:
            alarm = db.query(AlarmEvent).filter(AlarmEvent.alarm_id == alarm_id).first()
            if not alarm:
                return None

            result = alarm.to_dict()

            # 关联扩展
            ext = db.query(AlarmEventExt).filter(AlarmEventExt.alarm_id == alarm_id).first()
            if ext:
                result["ext"] = ext.to_dict()

            # 关联 LLM 分析
            analyses = db.query(AlarmLlmAnalysis).filter(
                AlarmLlmAnalysis.alarm_id == alarm_id
            ).order_by(AlarmLlmAnalysis.created_at.desc()).all()
            if analyses:
                result["llm_analyses"] = [a.to_dict() for a in analyses]

            return result
        finally:
            db.close()

    def get_alarms(
        self,
        device_id: Optional[str] = None,
        alarm_type: Optional[str] = None,
        alarm_status: Optional[str] = None,
        alarm_level: Optional[int] = None,
        start_time: Optional[datetime] = None,
        end_time: Optional[datetime] = None,
        edge_node_id: Optional[str] = None,
        page: int = 1,
        page_size: int = 20,
    ) -> Tuple[List[AlarmEvent], int]:
        """分页查询告警列表"""
        db = get_session()
        try:
            query = db.query(AlarmEvent)

            if device_id:
                query = query.filter(AlarmEvent.device_id == device_id)
            if alarm_type:
                query = query.filter(AlarmEvent.alarm_type == alarm_type)
            if alarm_status:
                query = query.filter(AlarmEvent.alarm_status == alarm_status)
            if alarm_level is not None:
                query = query.filter(AlarmEvent.alarm_level == alarm_level)
            if edge_node_id:
                query = query.filter(AlarmEvent.edge_node_id == edge_node_id)
            if start_time:
                query = query.filter(AlarmEvent.event_time >= start_time)
            if end_time:
                query = query.filter(AlarmEvent.event_time <= end_time)

            total = query.count()
            alarms = (
                query.order_by(AlarmEvent.event_time.desc())
                .offset((page - 1) * page_size)
                .limit(page_size)
                .all()
            )

            return alarms, total
        finally:
            db.close()

    def handle_alarm(
        self,
        alarm_id: str,
        alarm_status: Optional[str] = None,
        handle_status: Optional[str] = None,
        remark: Optional[str] = None,
        handler: Optional[str] = None,
    ) -> Optional[AlarmEvent]:
        """处理告警"""
        db = get_session()
        try:
            alarm = db.query(AlarmEvent).filter(AlarmEvent.alarm_id == alarm_id).first()
            if not alarm:
                return None

            if alarm_status:
                alarm.alarm_status = alarm_status
            if handle_status:
                alarm.handle_status = handle_status
            if remark is not None:
                alarm.handle_remark = remark
            if handler:
                alarm.handler = handler
            alarm.handled_at = datetime.now(timezone.utc)
            alarm.updated_at = datetime.now(timezone.utc)

            db.commit()
            db.refresh(alarm)

            logger.info(f"告警已处理: {alarm_id}, status={alarm_status}")
            return alarm
        finally:
            db.close()

    def delete_alarm(self, alarm_id: str) -> bool:
        """删除告警（含扩展和分析）"""
        db = get_session()
        try:
            alarm = db.query(AlarmEvent).filter(AlarmEvent.alarm_id == alarm_id).first()
            if not alarm:
                return False

            # 删除关联数据
            db.query(AlarmEventExt).filter(AlarmEventExt.alarm_id == alarm_id).delete()
            db.query(AlarmLlmAnalysis).filter(AlarmLlmAnalysis.alarm_id == alarm_id).delete()
            db.delete(alarm)
            db.commit()

            logger.info(f"告警已删除: {alarm_id}")
            return True
        except Exception as e:
            db.rollback()
            logger.error(f"删除告警失败: {e}")
            return False
        finally:
            db.close()

    def get_statistics(self) -> Dict:
        """获取告警统计"""
        db = get_session()
        try:
            total = db.query(AlarmEvent).count()

            # 按 alarm_status 计数
            by_status = {}
            for row in db.query(
                AlarmEvent.alarm_status, func.count(AlarmEvent.alarm_id)
            ).group_by(AlarmEvent.alarm_status).all():
                by_status[row[0]] = row[1]

            # 按 alarm_type 计数
            by_type = {}
            for row in db.query(
                AlarmEvent.alarm_type, func.count(AlarmEvent.alarm_id)
            ).group_by(AlarmEvent.alarm_type).all():
                by_type[row[0]] = row[1]

            # 按 alarm_level 计数
            by_level = {}
            for row in db.query(
                AlarmEvent.alarm_level, func.count(AlarmEvent.alarm_id)
            ).group_by(AlarmEvent.alarm_level).all():
                by_level[row[0]] = row[1]

            return {
                "total": total,
                "byStatus": by_status,
                "byType": by_type,
                "byLevel": by_level,
            }
        finally:
            db.close()

    def get_device_summary(
        self,
        page: int = 1,
        page_size: int = 10,
    ) -> Dict:
        """按设备(摄像头)分组统计告警汇总"""
        db = get_session()
        try:
            query = db.query(
                AlarmEvent.device_id,
                func.count(AlarmEvent.alarm_id).label("total_count"),
                func.max(AlarmEvent.event_time).label("last_event_time"),
            ).group_by(AlarmEvent.device_id)

            total = query.count()

            results = (
                query.order_by(func.count(AlarmEvent.alarm_id).desc())
                .offset((page - 1) * page_size)
                .limit(page_size)
                .all()
            )

            summary_list = []
            for row in results:
                # 该设备待处理数量
                unhandled_count = (
                    db.query(AlarmEvent)
                    .filter(AlarmEvent.device_id == row.device_id)
                    .filter(AlarmEvent.handle_status == "UNHANDLED")
                    .count()
                )

                # 最新一条告警
                latest = (
                    db.query(AlarmEvent)
                    .filter(AlarmEvent.device_id == row.device_id)
                    .order_by(AlarmEvent.event_time.desc())
                    .first()
                )

                summary_list.append({
                    "deviceId": row.device_id,
                    "deviceName": row.device_id,
                    "totalCount": row.total_count,
                    "unhandledCount": unhandled_count,
                    "lastEventTime": row.last_event_time.isoformat() if row.last_event_time else None,
                    "lastAlarmType": latest.alarm_type if latest else None,
                    "lastAlarmTypeName": latest.alarm_type if latest else None,
                })

            return {
                "list": summary_list,
                "total": total,
            }
        finally:
            db.close()

    def save_llm_analysis(
        self,
        alarm_id: str,
        llm_model: str,
        analysis_type: str,
        summary: Optional[str] = None,
        is_false_alarm: Optional[bool] = None,
        risk_score: Optional[int] = None,
        confidence_score: Optional[float] = None,
        suggestion: Optional[str] = None,
    ) -> Optional[AlarmLlmAnalysis]:
        """保存大模型分析结果"""
        db = get_session()
        try:
            analysis = AlarmLlmAnalysis(
                alarm_id=alarm_id,
                llm_model=llm_model,
                analysis_type=analysis_type,
                summary=summary,
                is_false_alarm=is_false_alarm,
                risk_score=risk_score,
                confidence_score=confidence_score,
                suggestion=suggestion,
            )
            db.add(analysis)
            db.commit()
            db.refresh(analysis)
            logger.info(f"LLM分析结果已保存: alarm={alarm_id}, model={llm_model}")
            return analysis
        except Exception as e:
            db.rollback()
            logger.error(f"保存LLM分析失败: {e}")
            return None
        finally:
            db.close()


# 全局单例
alarm_event_service = AlarmEventService()


def get_alarm_event_service() -> AlarmEventService:
    """获取告警事件服务单例"""
    return alarm_event_service