462 lines
18 KiB
Python
462 lines
18 KiB
Python
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"""智能终端（云端孪生镜像）— API 视图"""
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import uuid
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from datetime import datetime, timedelta
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from django.conf import settings
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from django.db.models import Q
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from django.http import FileResponse, JsonResponse, StreamingHttpResponse
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from django.shortcuts import get_object_or_404
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from django.utils.timezone import now
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from minio import Minio
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from rest_framework import status
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from rest_framework.authentication import BaseAuthentication
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from rest_framework.decorators import api_view, authentication_classes, permission_classes
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from rest_framework.exceptions import AuthenticationFailed
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from rest_framework.pagination import PageNumberPagination
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from rest_framework.permissions import BasePermission, IsAuthenticated
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from rest_framework.response import Response
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from rest_framework_simplejwt.exceptions import InvalidToken, TokenError
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from rest_framework_simplejwt.tokens import AccessToken
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from apps.common.serializers import AiSmartTerminalSerializer
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from apps.core.models import AiSmartTerminal, AiAlgorithmModels
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# ─── 设备认证 ──────────────────────────────────────────────────────────
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class EdgeDeviceAuthentication(BaseAuthentication):
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"""边缘设备 JWT Token 认证类
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验证 Token 中的 stcd 与请求中的 stcd 一致，确保设备只能操作自己的数据。
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"""
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keyword = "Bearer"
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def authenticate(self, request):
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auth_header = request.META.get("HTTP_AUTHORIZATION", "")
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if not auth_header.startswith(self.keyword):
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return None
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raw_token = auth_header[len(self.keyword):].strip()
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try:
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token = AccessToken(raw_token)
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except (InvalidToken, TokenError) as e:
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raise AuthenticationFailed(f"无效的认证令牌: {str(e)}")
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token_type = token.get("type") or token.get("sub")
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if token_type != "device":
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raise AuthenticationFailed("此令牌不是设备认证令牌")
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token_stcd = token.get("stcd")
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if not token_stcd:
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raise AuthenticationFailed("令牌中缺少设备编码(stcd)")
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# 验证请求中的 stcd 与 Token 中的一致
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request_stcd = (
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request.GET.get("stcd")
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or (request.data.get("stcd") if hasattr(request, "data") else None)
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)
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if request_stcd and token_stcd != request_stcd:
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raise AuthenticationFailed("令牌中的设备编码与请求不匹配")
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terminal = AiSmartTerminal.objects.filter(stcd=token_stcd).first()
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if terminal is None:
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raise AuthenticationFailed(f"设备未注册: {token_stcd}")
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return (terminal, token)
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class EdgeDevicePermission(BasePermission):
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"""边缘设备请求权限 — 仅允许通过 EdgeDeviceAuthentication 认证的请求"""
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def has_permission(self, request, view):
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return bool(request.user and isinstance(request.user, AiSmartTerminal))
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def _minio_client():
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return Minio(
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settings.MINIO_ENDPOINT,
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access_key=settings.MINIO_ACCESS_KEY,
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secret_key=settings.MINIO_SECRET_KEY,
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secure=settings.MINIO_SECURE,
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)
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# ─── 设备认证 — Token 生成 ────────────────────────────────────────────
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@api_view(["POST"])
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def terminal_device_auth(request):
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"""设备接入认证 — 生成边缘设备 JWT Token（有效期24小时）"""
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stcd = str(request.data.get("stcd", "")).strip()
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if not stcd:
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return Response({"error": "缺少必要参数：stcd"}, status=status.HTTP_400_BAD_REQUEST)
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terminal = AiSmartTerminal.objects.filter(stcd=stcd).first()
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if terminal is None:
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return Response({"error": f"未找到终端：{stcd}"}, status=status.HTTP_404_NOT_FOUND)
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token = AccessToken()
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token["stcd"] = stcd
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token["type"] = "device"
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token.set_exp(lifetime=timedelta(days=1))
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return Response({
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"code": 200,
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"data": {
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"access_token": str(token),
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"token_type": "bearer",
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"expires_in": 86400,
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"stcd": stcd,
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"stnm": terminal.stnm or "",
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}
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})
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@api_view(["POST"])
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@permission_classes([IsAuthenticated])
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def create_smart_terminal(request):
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"""创建智能终端设备"""
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data = request.data.copy()
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stcd = data.get("stcd")
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if stcd and AiSmartTerminal.objects.filter(stcd=stcd).exists():
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return Response({"error": f"终端编码 '{stcd}' 已存在"}, status=status.HTTP_400_BAD_REQUEST)
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terminal_id = uuid.uuid4().hex
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data["id"] = terminal_id
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data["record_user"] = request.user.username
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serializer = AiSmartTerminalSerializer(data=data)
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if serializer.is_valid():
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serializer.save()
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return Response(serializer.data, status=status.HTTP_201_CREATED)
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return Response({"error": "无效数据", "details": serializer.errors}, status=status.HTTP_400_BAD_REQUEST)
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@api_view(["PUT"])
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@permission_classes([IsAuthenticated])
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def update_smart_terminal(request):
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"""修改智能设备信息"""
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terminal_id = request.data.get("id")
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terminal = get_object_or_404(AiSmartTerminal, id=terminal_id)
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# 不允许通过此接口修改模型发布字段和边缘同步字段
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_protected_fields = {
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"model_id", "model_version", "model_path",
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"model_publish_time", "model_publish_user",
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"edge_model_version", "edge_update_time",
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"last_heartbeat_time", "online_status",
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}
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update_data = {k: v for k, v in request.data.items() if k not in _protected_fields}
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serializer = AiSmartTerminalSerializer(instance=terminal, data=update_data, partial=True)
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if serializer.is_valid():
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serializer.save()
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return Response(serializer.data)
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return Response({"error": "无效数据", "details": serializer.errors}, status=status.HTTP_400_BAD_REQUEST)
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@api_view(["PUT"])
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@permission_classes([IsAuthenticated])
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def publish_terminal_model(request):
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"""发布更新设备算法模型 — 将训练好的模型发布到一个或多个云端孪生设备
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支持传 id（单个）或 ids（列表），如 {"ids":["id1","id2"],"model_id":"...","model_version":"v1","model_path":"..."}
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"""
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# 归一化：支持 id（单个）或 ids（列表）
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raw_ids = request.data.get("ids", [])
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single_id = request.data.get("id")
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if single_id:
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raw_ids = [single_id]
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if isinstance(raw_ids, str):
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import json as _json
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try:
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raw_ids = _json.loads(raw_ids)
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except Exception:
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raw_ids = [raw_ids]
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ids = [tid for tid in raw_ids if tid] if isinstance(raw_ids, list) else []
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model_id = request.data.get("model_id")
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# 查找算法模型
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ai_model = get_object_or_404(AiAlgorithmModels, id=model_id)
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model_version = ai_model.model_version or ""
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model_path = ai_model.onnx_bucketpath or ai_model.model_bucketpath
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if not model_path:
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return Response({"error": "模型文件未存储在MinIO中"}, status=status.HTTP_400_BAD_REQUEST)
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model_name = model_path.split("/")[-1]
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if not ids:
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return Response({"error": "缺少必要参数：id 或 ids"}, status=status.HTTP_400_BAD_REQUEST)
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if not all([model_id, model_version, model_path]):
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return Response({"error": "缺少必要参数：model_id, model_version, model_path"}, status=status.HTTP_400_BAD_REQUEST)
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terminals = AiSmartTerminal.objects.filter(id__in=ids)
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if not terminals.exists():
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return Response({"error": "未找到匹配的终端设备"}, status=status.HTTP_404_NOT_FOUND)
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publish_time = now()
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publish_user = request.user.username
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terminals.update(
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model_id=model_id,
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model_version=model_version,
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model_path=model_path,
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model_name=model_name,
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model_publish_time=publish_time,
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model_publish_user=publish_user,
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)
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updated = AiSmartTerminal.objects.filter(id__in=ids)
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serializer = AiSmartTerminalSerializer(updated, many=True)
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return Response({
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"published_count": len(ids),
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"terminals": serializer.data,
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})
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@api_view(["GET"])
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def search_smart_terminals(request):
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"""条件查询智能设备列表（无需登录，边缘端也要调用）"""
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filter_kwargs = {}
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stcd = request.GET.get("stcd", "")
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stnm = request.GET.get("stnm", "")
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sttp = request.GET.get("sttp", "")
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model_name = request.GET.get("model_name", "")
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online_status = request.GET.get("online_status", "")
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usfl = request.GET.get("usfl", "")
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is_deleted = request.GET.get("is_deleted", "0")
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page_size = request.GET.get("page_size") or 10
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if stcd:
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filter_kwargs["stcd__icontains"] = stcd
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if stnm:
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filter_kwargs["stnm__icontains"] = stnm
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if sttp:
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filter_kwargs["sttp"] = sttp
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if model_name:
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filter_kwargs["model_name__icontains"] = model_name
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if online_status:
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filter_kwargs["online_status"] = int(online_status)
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if usfl:
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filter_kwargs["usfl"] = int(usfl)
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filter_kwargs["is_deleted"] = is_deleted
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queryset = AiSmartTerminal.objects.filter(**filter_kwargs).order_by("order_index", "stcd")
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paginator = PageNumberPagination()
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paginator.page_size = page_size
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page = paginator.paginate_queryset(queryset, request)
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serializer = AiSmartTerminalSerializer(page, many=True)
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return paginator.get_paginated_response(serializer.data)
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@api_view(["PUT"])
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@authentication_classes([EdgeDeviceAuthentication])
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@permission_classes([EdgeDevicePermission])
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def update_terminal_heartbeat(request):
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"""更新设备在线状态（边缘上报心跳）— 使用设备 Token 认证"""
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terminal = request.user # EdgeDeviceAuthentication 已将 terminal 注入为 request.user
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if not isinstance(terminal, AiSmartTerminal):
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return Response({"error": "设备认证失败"}, status=status.HTTP_401_UNAUTHORIZED)
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update_fields = ["last_heartbeat_time", "online_status"]
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was_offline = terminal.online_status == 0
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terminal.last_heartbeat_time = now()
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terminal.online_status = 1
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# 首次接入：标记数据已接入
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if not terminal.dtin:
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terminal.dtin = 1
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terminal.dtin_tm = now()
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update_fields.extend(["dtin", "dtin_tm"])
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terminal.save(update_fields=update_fields)
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# 终端从离线恢复上线时，通过 WebSocket 推送通知
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if was_offline:
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_push_terminal_online_notification(terminal)
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return Response({
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"code": 200,
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"data": {
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"stcd": terminal.stcd,
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"online_status": terminal.online_status,
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"last_heartbeat_time": terminal.last_heartbeat_time,
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}
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})
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def _push_terminal_online_notification(terminal):
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"""通过 WebSocket 向前端推送终端上线通知"""
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try:
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from asgiref.sync import async_to_sync
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from channels.layers import get_channel_layer
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channel_layer = get_channel_layer()
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if channel_layer is not None:
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async_to_sync(channel_layer.group_send)(
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"terminal_status",
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{
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"type": "terminal.status",
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"data": {
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"event": "online",
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"count": 1,
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"terminals": [
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{"stcd": terminal.stcd, "stnm": terminal.stnm}
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],
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},
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},
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)
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except Exception:
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pass
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# ─── 模型版本检查 ──────────────────────────────────────────────────────
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@api_view(["GET"])
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@authentication_classes([EdgeDeviceAuthentication])
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@permission_classes([EdgeDevicePermission])
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def check_terminal_model_version(request):
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"""检查云端模型版本 — 边缘端定时轮询是否有新版本模型"""
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terminal = request.user
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if not isinstance(terminal, AiSmartTerminal):
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return Response({"error": "设备认证失败"}, status=status.HTTP_401_UNAUTHORIZED)
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if not terminal.model_id:
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return Response({
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"code": 200,
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"data": {
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"having_newmodel": 0,
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"model_version": "",
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"sync_check_interval": terminal.sync_check_interval or 30,
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}
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})
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ai_model = AiAlgorithmModels.objects.filter(id=terminal.model_id).first()
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if ai_model is None:
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return Response({
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"code": 200,
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"data": {
|
|||
|
|
"having_newmodel": 0,
|
|||
|
|
"model_version": terminal.model_version or "",
|
|||
|
|
"sync_check_interval": terminal.sync_check_interval or 30,
|
|||
|
|
}
|
|||
|
|
})
|
|||
|
|
|
|||
|
|
edge_version = request.GET.get("edge_version", "")
|
|||
|
|
cloud_version = ai_model.model_version or ""
|
|||
|
|
|
|||
|
|
having_newmodel = 0
|
|||
|
|
if not edge_version or edge_version != cloud_version:
|
|||
|
|
having_newmodel = 1
|
|||
|
|
|
|||
|
|
result = {
|
|||
|
|
"code": 200,
|
|||
|
|
"data": {
|
|||
|
|
"having_newmodel": having_newmodel,
|
|||
|
|
"sync_check_interval": terminal.sync_check_interval or 30,
|
|||
|
|
}
|
|||
|
|
}
|
|||
|
|
|
|||
|
|
if having_newmodel:
|
|||
|
|
result["data"].update({
|
|||
|
|
"model_name": terminal.model_name or "",
|
|||
|
|
"model_version": cloud_version,
|
|||
|
|
"model_path": terminal.model_path or "",
|
|||
|
|
"model_publish_time": terminal.model_publish_time.isoformat() if terminal.model_publish_time else "",
|
|||
|
|
})
|
|||
|
|
else:
|
|||
|
|
result["data"]["model_version"] = cloud_version
|
|||
|
|
|
|||
|
|
return Response(result)
|
|||
|
|
|
|||
|
|
|
|||
|
|
@api_view(["PUT"])
|
|||
|
|
@authentication_classes([EdgeDeviceAuthentication])
|
|||
|
|
@permission_classes([EdgeDevicePermission])
|
|||
|
|
def update_terminal_model_version(request):
|
|||
|
|
"""更新边缘端模型版本 — 边缘端下载新模型后回调，更新 edge_model_version 和 edge_update_time"""
|
|||
|
|
terminal = request.user
|
|||
|
|
if not isinstance(terminal, AiSmartTerminal):
|
|||
|
|
return Response({"error": "设备认证失败"}, status=status.HTTP_401_UNAUTHORIZED)
|
|||
|
|
|
|||
|
|
edge_model_version = str(request.data.get("edge_model_version", "")).strip()
|
|||
|
|
if not edge_model_version:
|
|||
|
|
return Response({"error": "缺少必要参数：edge_model_version"}, status=status.HTTP_400_BAD_REQUEST)
|
|||
|
|
|
|||
|
|
terminal.edge_model_version = edge_model_version
|
|||
|
|
terminal.edge_update_time = now()
|
|||
|
|
terminal.save(update_fields=["edge_model_version", "edge_update_time"])
|
|||
|
|
|
|||
|
|
return Response({
|
|||
|
|
"code": 200,
|
|||
|
|
"data": {
|
|||
|
|
"stcd": terminal.stcd,
|
|||
|
|
"edge_model_version": terminal.edge_model_version,
|
|||
|
|
"edge_update_time": terminal.edge_update_time,
|
|||
|
|
}
|
|||
|
|
})
|
|||
|
|
|
|||
|
|
|
|||
|
|
# ─── 模型下载（流式） ──────────────────────────────────────────────────
|
|||
|
|
|
|||
|
|
def _stream_object(response, chunk_size: int = 1024 * 1024):
|
|||
|
|
try:
|
|||
|
|
while True:
|
|||
|
|
chunk = response.read(chunk_size)
|
|||
|
|
if not chunk:
|
|||
|
|
break
|
|||
|
|
yield chunk
|
|||
|
|
finally:
|
|||
|
|
response.close()
|
|||
|
|
response.release_conn()
|
|||
|
|
|
|||
|
|
|
|||
|
|
def download_terminal_model(request):
|
|||
|
|
"""下载最新版本设备算法模型 — 边缘端在校验版本差异后，从此接口下载模型文件"""
|
|||
|
|
stcd = str(request.GET.get("stcd") or "").strip()
|
|||
|
|
model_format = request.GET.get("model_format") or request.GET.get("format", "onnx")
|
|||
|
|
if not stcd:
|
|||
|
|
return JsonResponse({"error": "缺少必要参数：stcd"}, status=status.HTTP_400_BAD_REQUEST)
|
|||
|
|
terminal = AiSmartTerminal.objects.filter(stcd=stcd).first()
|
|||
|
|
if terminal is None:
|
|||
|
|
return JsonResponse({"error": f"未找到终端：{stcd}"}, status=status.HTTP_404_NOT_FOUND)
|
|||
|
|
if not terminal.model_id:
|
|||
|
|
return JsonResponse({"error": "该终端尚未发布模型"}, status=status.HTTP_404_NOT_FOUND)
|
|||
|
|
|
|||
|
|
try:
|
|||
|
|
from apps.common.minio_client import minio_storage
|
|||
|
|
|
|||
|
|
ai_model = AiAlgorithmModels.objects.filter(id=terminal.model_id).first()
|
|||
|
|
if ai_model is None:
|
|||
|
|
return JsonResponse(
|
|||
|
|
{"error": f"终端已绑定的模型不存在：{terminal.model_id}"},
|
|||
|
|
status=status.HTTP_404_NOT_FOUND,
|
|||
|
|
)
|
|||
|
|
if model_format == "onnx":
|
|||
|
|
model_path = ai_model.onnx_bucketpath
|
|||
|
|
if not model_path:
|
|||
|
|
return JsonResponse({"error": "该模型尚未转换为ONNX格式"}, status=status.HTTP_404_NOT_FOUND)
|
|||
|
|
else:
|
|||
|
|
model_path = ai_model.model_bucketpath
|
|||
|
|
if not model_path:
|
|||
|
|
return JsonResponse({"error": "该模型没有原始模型文件"}, status=status.HTTP_404_NOT_FOUND)
|
|||
|
|
|
|||
|
|
parts = model_path.split('/')
|
|||
|
|
if len(parts) < 2:
|
|||
|
|
return JsonResponse({"error": f"模型存储路径无效：{model_path}"}, status=status.HTTP_400_BAD_REQUEST)
|
|||
|
|
bucket_name = parts[0]
|
|||
|
|
object_name = '/'.join(parts[1:])
|
|||
|
|
if not minio_storage.object_exists(bucket_name, object_name):
|
|||
|
|
return JsonResponse(
|
|||
|
|
{"error": f"MinIO中未找到模型文件：{bucket_name}/{object_name}"},
|
|||
|
|
status=status.HTTP_404_NOT_FOUND,
|
|||
|
|
)
|
|||
|
|
|
|||
|
|
response = minio_storage.get_object(bucket_name, object_name)
|
|||
|
|
content_type = "application/octet-stream"
|
|||
|
|
filename = object_name.rsplit("/", 1)[-1]
|
|||
|
|
stream = StreamingHttpResponse(_stream_object(response), content_type=content_type)
|
|||
|
|
stream["Content-Disposition"] = f'attachment; filename="{filename}"'
|
|||
|
|
return stream
|
|||
|
|
except Exception as e:
|
|||
|
|
return JsonResponse({"error": f"模型文件下载失败：{str(e)}"}, status=status.HTTP_500_INTERNAL_SERVER_ERROR)
|
|||
|
|
|
|||
|
|
|
|||
|
|
@api_view(["DELETE"])
|
|||
|
|
@permission_classes([IsAuthenticated])
|
|||
|
|
def delete_smart_terminal(request):
|
|||
|
|
"""删除智能设备"""
|
|||
|
|
terminal_id = request.GET.get("id")
|
|||
|
|
if not terminal_id:
|
|||
|
|
return Response({"error": "缺少必要参数：id"}, status=status.HTTP_400_BAD_REQUEST)
|
|||
|
|
terminal = get_object_or_404(AiSmartTerminal, id=terminal_id)
|
|||
|
|
terminal.delete()
|
|||
|
|
return Response({"message": "删除成功", "id": terminal_id})
|