Pre_Seg_Server/backend/routers/dashboard.py

"""Dashboard overview endpoints."""

import os
from datetime import datetime, timezone
from typing import Any

from fastapi import APIRouter, Depends
from sqlalchemy import func, or_
from sqlalchemy.orm import Session

from database import get_db
from models import Annotation, Frame, ProcessingTask, Project, Template, User
from routers.auth import get_current_user

router = APIRouter(prefix="/api/dashboard", tags=["Dashboard"])

ACTIVE_TASK_STATUSES = {"queued", "running"}
MONITORED_TASK_STATUSES = {"queued", "running", "success", "failed", "cancelled"}


def _system_load_percent() -> int:
    """Return a real host load estimate without adding a psutil dependency."""
    try:
        load_1m = os.getloadavg()[0]
        cpu_count = os.cpu_count() or 1
        return min(100, max(0, round((load_1m / cpu_count) * 100)))
    except (AttributeError, OSError):
        return 0


def _iso_or_none(value: datetime | None) -> str | None:
    if value is None:
        return None
    if value.tzinfo is None:
        value = value.replace(tzinfo=timezone.utc)
    return value.isoformat()


def _task_payload(task: ProcessingTask) -> dict[str, Any]:
    result = task.result or {}
    return {
        "id": f"task-{task.id}",
        "task_id": task.id,
        "project_id": task.project_id or 0,
        "name": task.project.name if task.project else f"任务 {task.id}",
        "progress": task.progress,
        "status": task.message or task.status,
        "raw_status": task.status,
        "frame_count": result.get("frames_extracted", result.get("processed_frame_count", 0)),
        "error": task.error,
        "updated_at": _iso_or_none(task.updated_at),
    }


@router.get("/overview", summary="Get dashboard overview")
def get_dashboard_overview(
    db: Session = Depends(get_db),
    current_user: User = Depends(get_current_user),
) -> dict[str, Any]:
    """Return live dashboard data derived from persisted backend records."""
    shared_project_ids_query = db.query(Project.id)
    project_count = db.query(func.count(Project.id)).scalar() or 0
    frame_count = db.query(func.count(Frame.id)).filter(Frame.project_id.in_(shared_project_ids_query)).scalar() or 0
    annotation_count = (
        db.query(func.count(Annotation.id))
        .filter(Annotation.project_id.in_(shared_project_ids_query))
        .scalar()
        or 0
    )
    template_count = (
        db.query(func.count(Template.id))
        .filter(or_(Template.owner_user_id == current_user.id, Template.owner_user_id.is_(None)))
        .scalar()
        or 0
    )
    active_task_count = (
        db.query(func.count(ProcessingTask.id))
        .outerjoin(Project, Project.id == ProcessingTask.project_id)
        .filter(ProcessingTask.status.in_(ACTIVE_TASK_STATUSES))
        .scalar()
        or 0
    )

    projects = (
        db.query(Project)
        .order_by(Project.updated_at.desc())
        .all()
    )
    recent_tasks = (
        db.query(ProcessingTask)
        .outerjoin(Project, Project.id == ProcessingTask.project_id)
        .order_by(ProcessingTask.created_at.desc())
        .limit(50)
        .all()
    )
    tasks = [_task_payload(task) for task in recent_tasks if task.status in MONITORED_TASK_STATUSES]

    activities: list[dict[str, Any]] = []
    for task in recent_tasks[:10]:
        project_name = task.project.name if task.project else f"项目 {task.project_id}"
        activities.append({
            "id": f"task-{task.id}",
            "kind": "task",
            "time": _iso_or_none(task.updated_at),
            "message": task.message or f"任务状态: {task.status}",
            "project": project_name,
        })

    for project in projects[:10]:
        activities.append({
            "id": f"project-{project.id}",
            "kind": "project",
            "time": _iso_or_none(project.updated_at),
            "message": f"项目状态: {project.status}",
            "project": project.name,
        })

    recent_annotations = (
        db.query(Annotation)
        .filter(Annotation.project_id.in_(shared_project_ids_query))
        .order_by(Annotation.updated_at.desc())
        .limit(10)
        .all()
    )
    for annotation in recent_annotations:
        project_name = annotation.project.name if annotation.project else f"项目 {annotation.project_id}"
        activities.append({
            "id": f"annotation-{annotation.id}",
            "kind": "annotation",
            "time": _iso_or_none(annotation.updated_at),
            "message": f"标注已更新 #{annotation.id}",
            "project": project_name,
        })

    recent_templates = (
        db.query(Template)
        .filter(or_(Template.owner_user_id == current_user.id, Template.owner_user_id.is_(None)))
        .order_by(Template.created_at.desc())
        .limit(10)
        .all()
    )
    for template in recent_templates:
        activities.append({
            "id": f"template-{template.id}",
            "kind": "template",
            "time": _iso_or_none(template.created_at),
            "message": f"模板可用: {template.name}",
            "project": "系统",
        })

    activities.sort(key=lambda item: item["time"] or "", reverse=True)

    return {
        "summary": {
            "project_count": project_count,
            "parsing_task_count": active_task_count,
            "annotation_count": annotation_count,
            "frame_count": frame_count,
            "template_count": template_count,
            "system_load_percent": _system_load_percent(),
        },
        "tasks": tasks,
        "activity": activities[:10],
    }