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0b0e793785
...
a124edf8f9
| Author | SHA1 | Date | |
|---|---|---|---|
| a124edf8f9 | |||
| a49a1be0eb | |||
| 6d1e0e4a5e | |||
| 9ec949ef02 | |||
| f70e6b6003 |
23
.env
Normal file
23
.env
Normal file
@@ -0,0 +1,23 @@
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# Local debug overrides
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DEBUG_SERVER_HOST=0.0.0.0
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# Alarm upload - cloud API URL (Service backend)
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CLOUD_API_URL=http://localhost:8000
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# ===== 边缘设备 ID(必须与 WVP 数据库 ROI 表的 device_id 一致) =====
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EDGE_DEVICE_ID=edge
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# ===== 配置同步模式(REDIS=监听云端Stream, LOCAL=仅本地SQLite) =====
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CONFIG_SYNC_MODE=REDIS
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# ===== 云端 Redis(截图处理器 + 配置同步,db=1) =====
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CLOUD_REDIS_HOST=sh-crs-6upea3zn.sql.tencentcdb.com
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CLOUD_REDIS_PORT=24637
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CLOUD_REDIS_DB=1
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CLOUD_REDIS_PASSWORD=HkVZkVnn1
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# ===== 腾讯云 COS(截图上传) =====
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COS_REGION=ap-shanghai
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COS_BUCKET=xhwkzx-1-1389966313
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COS_SECRET_ID=AKIDVxPiqmVhYv7FCwVqytdAVddQ2TJySt9I
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COS_SECRET_KEY=1rVyEI8mMVWs21xfBUjy4BE6DA4z7KWb
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@@ -48,7 +48,7 @@ class CloudRedisConfig:
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"""云端 Redis 配置(三层权威模型 - 云端层)"""
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host: str = "localhost"
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port: int = 6379
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db: int = 0
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db: int = 1
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password: Optional[str] = None
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decode_responses: bool = True
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max_connections: int = 20
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@@ -227,7 +227,7 @@ class Settings:
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self.cloud_redis = CloudRedisConfig(
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host=os.getenv("CLOUD_REDIS_HOST", "localhost"),
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port=int(os.getenv("CLOUD_REDIS_PORT", "6379")),
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db=int(os.getenv("CLOUD_REDIS_DB", "0")),
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db=int(os.getenv("CLOUD_REDIS_DB", "1")),
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password=os.getenv("CLOUD_REDIS_PASSWORD"),
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)
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320
core/screenshot_handler.py
Normal file
320
core/screenshot_handler.py
Normal file
@@ -0,0 +1,320 @@
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"""
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截图处理模块 - 监听云端 Redis Stream 截图请求,截图后上传 COS
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数据流:
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WVP → XADD edge_snap_request → Edge 消费 → capture frame → upload COS → HTTP 回调 WVP
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(回调失败时降级写 Redis snap:result:{id})
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"""
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import io
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import json
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import logging
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import threading
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import time
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import uuid
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from typing import Optional
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import cv2
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import numpy as np
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import requests
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from config.settings import get_settings, COSConfig
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logger = logging.getLogger(__name__)
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# Redis 常量
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SNAP_REQUEST_STREAM = "edge_snap_request"
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SNAP_CONSUMER_GROUP = "edge_snap_group"
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SNAP_CONSUMER_NAME = "edge_snap_worker"
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SNAP_RESULT_KEY_PREFIX = "snap:result:"
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SNAP_RESULT_TTL = 60 # 降级结果 key 60s 过期
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# HTTP 回调
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SNAP_CALLBACK_PATH = "/api/ai/roi/snap/callback"
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SNAP_CALLBACK_TIMEOUT = 5 # 回调 HTTP 超时(秒)
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class ScreenshotHandler:
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"""截图处理器
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从云端 Redis Stream 消费截图请求,通过 MultiStreamManager 获取最新帧,
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JPEG 编码后直传 COS,最后通过 HTTP 回调 WVP 返回结果 URL。
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回调失败时降级写 Redis。
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"""
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def __init__(self, cloud_redis, stream_manager):
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"""
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Args:
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cloud_redis: 云端 Redis 客户端 (redis.Redis)
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stream_manager: MultiStreamManager 实例
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"""
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self._cloud_redis = cloud_redis
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self._stream_manager = stream_manager
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self._settings = get_settings()
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self._cos_client = None
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self._cos_config: COSConfig = self._settings.cos
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self._thread: Optional[threading.Thread] = None
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self._stop_event = threading.Event()
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# ==================== 生命周期 ====================
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def start(self):
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"""启动截图监听线程"""
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if not self._cloud_redis:
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logger.warning("[截图] 云端 Redis 不可用,截图处理器未启动")
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return
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if not self._cos_config.secret_id or not self._cos_config.bucket:
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logger.warning("[截图] COS 配置不完整,截图处理器未启动")
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return
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self._init_cos_client()
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self._ensure_consumer_group()
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self._stop_event.clear()
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self._thread = threading.Thread(
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target=self._listen_loop,
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name="ScreenshotHandler",
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daemon=True,
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)
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self._thread.start()
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logger.info("[截图] 截图处理器已启动")
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def stop(self):
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"""停止截图监听线程"""
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self._stop_event.set()
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if self._thread and self._thread.is_alive():
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self._thread.join(timeout=5)
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logger.info("[截图] 截图处理器已停止")
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# ==================== COS 初始化 ====================
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def _init_cos_client(self):
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"""初始化 COS 客户端"""
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try:
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from qcloud_cos import CosConfig, CosS3Client
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config = CosConfig(
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Region=self._cos_config.region,
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SecretId=self._cos_config.secret_id,
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SecretKey=self._cos_config.secret_key,
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)
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self._cos_client = CosS3Client(config)
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logger.info("[截图] COS 客户端初始化成功: bucket=%s, region=%s",
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self._cos_config.bucket, self._cos_config.region)
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except Exception as e:
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logger.error("[截图] COS 客户端初始化失败: %s", e)
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# ==================== Consumer Group ====================
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def _ensure_consumer_group(self):
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"""确保 Redis Consumer Group 存在"""
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try:
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self._cloud_redis.xgroup_create(
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SNAP_REQUEST_STREAM, SNAP_CONSUMER_GROUP, id="0", mkstream=True
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)
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logger.info("[截图] 创建 consumer group: %s", SNAP_CONSUMER_GROUP)
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except Exception as e:
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# BUSYGROUP = group already exists, safe to ignore
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if "BUSYGROUP" in str(e):
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logger.debug("[截图] consumer group 已存在")
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else:
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logger.error("[截图] 创建 consumer group 失败: %s", e)
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# ==================== 主循环 ====================
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def _listen_loop(self):
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"""XREADGROUP 循环消费截图请求"""
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backoff = 5
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max_backoff = 60
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while not self._stop_event.is_set():
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try:
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results = self._cloud_redis.xreadgroup(
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SNAP_CONSUMER_GROUP,
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SNAP_CONSUMER_NAME,
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{SNAP_REQUEST_STREAM: ">"},
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count=1,
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block=5000,
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)
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if not results:
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continue
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backoff = 5 # 重置退避
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for stream_name, messages in results:
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for msg_id, fields in messages:
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try:
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self._handle_request(fields)
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except Exception as e:
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logger.error("[截图] 处理请求失败: %s", e)
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finally:
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# ACK 消息
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try:
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self._cloud_redis.xack(
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SNAP_REQUEST_STREAM, SNAP_CONSUMER_GROUP, msg_id
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)
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except Exception:
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pass
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except Exception as e:
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if self._stop_event.is_set():
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return
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logger.warning("[截图] 监听异常: %s, %ds 后重试", e, backoff)
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self._stop_event.wait(backoff)
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backoff = min(backoff * 2, max_backoff)
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# ==================== 请求处理 ====================
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def _handle_request(self, fields: dict):
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"""处理单个截图请求"""
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request_id = fields.get("request_id", "")
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camera_code = fields.get("camera_code", "")
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cos_path = fields.get("cos_path", "")
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callback_url = fields.get("callback_url", "")
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if not request_id or not camera_code or not cos_path:
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logger.warning("[截图] 请求字段不完整: %s", fields)
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self._send_result(callback_url, request_id, camera_code, {
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"status": "error",
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"message": "请求字段不完整",
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})
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return
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logger.info("[截图] 收到截图请求: request_id=%s, camera=%s, callback=%s",
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request_id, camera_code, callback_url or "(无)")
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# 1. 抓帧
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jpeg_bytes = self._capture_frame(camera_code)
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if jpeg_bytes is None:
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self._send_result(callback_url, request_id, camera_code, {
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"status": "error",
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"message": f"摄像头流未连接: {camera_code}",
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})
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return
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# 2. 上传 COS(失败重试 1 次)
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url = self._upload_to_cos(jpeg_bytes, cos_path)
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if url is None:
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# 重试一次
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logger.info("[截图] COS 上传失败,重试一次...")
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url = self._upload_to_cos(jpeg_bytes, cos_path)
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if url is None:
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self._send_result(callback_url, request_id, camera_code, {
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"status": "error",
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"message": "COS 上传失败",
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})
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return
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# 3. 发送结果
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self._send_result(callback_url, request_id, camera_code, {
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"status": "ok",
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"url": url,
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})
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logger.info("[截图] 截图完成: camera=%s, url=%s", camera_code, url)
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# ==================== 抓帧 ====================
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def _capture_frame(self, camera_code: str) -> Optional[bytes]:
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"""从 MultiStreamManager 获取最新帧并编码为 JPEG"""
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stream = self._stream_manager.get_stream(camera_code)
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if stream is None:
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logger.warning("[截图] 未找到摄像头流: %s", camera_code)
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return None
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if not stream.is_connected:
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logger.warning("[截图] 摄像头未连接: %s", camera_code)
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return None
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frame = stream.get_latest_frame(timeout=2.0)
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if frame is None:
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# 回退:直接从缓冲区读一帧
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frame = stream.read(timeout=2.0)
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if frame is None:
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logger.warning("[截图] 获取帧超时: %s", camera_code)
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return None
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# JPEG 编码
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try:
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encode_params = [cv2.IMWRITE_JPEG_QUALITY, 85]
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success, buffer = cv2.imencode(".jpg", frame.image, encode_params)
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if not success:
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logger.error("[截图] JPEG 编码失败: %s", camera_code)
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return None
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return buffer.tobytes()
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except Exception as e:
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logger.error("[截图] 帧编码异常: %s", e)
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return None
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# ==================== COS 上传 ====================
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# 预签名 URL 有效期(秒),必须大于 WVP 缓存 TTL(300s)
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PRESIGNED_URL_EXPIRES = 3600
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def _upload_to_cos(self, jpeg_bytes: bytes, cos_path: str) -> Optional[str]:
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"""上传 JPEG 到 COS,返回预签名访问 URL"""
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if not self._cos_client:
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logger.error("[截图] COS 客户端未初始化")
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return None
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try:
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body = io.BytesIO(jpeg_bytes)
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self._cos_client.put_object(
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Bucket=self._cos_config.bucket,
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Body=body,
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Key=cos_path,
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ContentType="image/jpeg",
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)
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# 生成预签名 URL(不附加额外 Params,保持 URL 简洁)
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url = self._cos_client.get_presigned_url(
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Method="GET",
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Bucket=self._cos_config.bucket,
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Key=cos_path,
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Expired=self.PRESIGNED_URL_EXPIRES,
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)
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return url
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except Exception as e:
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logger.error("[截图] COS 上传失败: %s", e)
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return None
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# ==================== 结果发送(回调 + 降级) ====================
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def _send_result(self, callback_url: str, request_id: str, camera_code: str, data: dict):
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"""发送截图结果:优先 HTTP 回调,失败则降级写 Redis"""
|
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if not request_id:
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return
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# 构造回调 body
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body = {
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"request_id": request_id,
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"camera_code": camera_code,
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**data,
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}
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# 优先尝试 HTTP 回调
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if callback_url:
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try:
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url = callback_url.rstrip("/") + SNAP_CALLBACK_PATH
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resp = requests.post(url, json=body, timeout=SNAP_CALLBACK_TIMEOUT)
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if resp.status_code < 300:
|
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logger.info("[截图] HTTP 回调成功: request_id=%s", request_id)
|
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return
|
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else:
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logger.warning("[截图] HTTP 回调返回 %d: request_id=%s", resp.status_code, request_id)
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except Exception as e:
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logger.warning("[截图] HTTP 回调失败: %s, 降级写 Redis", e)
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|
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# 降级:写 Redis result key
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self._write_result_redis(request_id, body)
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def _write_result_redis(self, request_id: str, data: dict):
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"""降级:将结果写入 Redis key(TTL 60s)"""
|
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key = SNAP_RESULT_KEY_PREFIX + request_id
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try:
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self._cloud_redis.set(key, json.dumps(data), ex=SNAP_RESULT_TTL)
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logger.info("[截图] 降级写 Redis 成功: request_id=%s", request_id)
|
||||
except Exception as e:
|
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logger.error("[截图] 降级写 Redis 也失败: %s", e)
|
||||
47
main.py
47
main.py
@@ -21,6 +21,7 @@ from core.tensorrt_engine import TensorRTEngine, EngineManager
|
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from core.postprocessor import PostProcessor
|
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from core.result_reporter import ResultReporter
|
||||
from core.alarm_upload_worker import AlarmUploadWorker
|
||||
from core.screenshot_handler import ScreenshotHandler
|
||||
from algorithms import AlgorithmManager
|
||||
from utils.logger import get_logger, StructuredLogger
|
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from utils.version_control import get_version_control
|
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@@ -48,6 +49,7 @@ class EdgeInferenceService:
|
||||
self._postprocessor: Optional[PostProcessor] = None
|
||||
self._reporter: Optional[ResultReporter] = None
|
||||
self._alarm_worker: Optional[AlarmUploadWorker] = None
|
||||
self._screenshot_handler: Optional[ScreenshotHandler] = None
|
||||
self._algorithm_manager: Optional[AlgorithmManager] = None
|
||||
self._debug_reload_thread: Optional[threading.Thread] = None
|
||||
self._debug_http_server = None
|
||||
@@ -94,7 +96,7 @@ class EdgeInferenceService:
|
||||
try:
|
||||
self._config_manager = get_config_sync_manager()
|
||||
self._config_manager.start_config_subscription()
|
||||
if self._settings.config_sync_mode == "LOCAL" and self._config_manager:
|
||||
if self._config_manager:
|
||||
def _on_config_update(topic, data):
|
||||
if self._algorithm_manager:
|
||||
# 保留状态地更新参数,避免告警重复
|
||||
@@ -178,6 +180,45 @@ class EdgeInferenceService:
|
||||
self._logger.info("算法管理器初始化成功")
|
||||
except Exception as e:
|
||||
self._logger.error(f"算法管理器初始化失败: {e}")
|
||||
|
||||
def _init_screenshot_handler(self):
|
||||
"""初始化截图处理器"""
|
||||
try:
|
||||
# 优先从 config_manager 获取已有的云端 Redis 连接
|
||||
cloud_redis = getattr(self._config_manager, '_cloud_redis', None)
|
||||
|
||||
# LOCAL 模式下 config_manager 不初始化云端 Redis,需要独立创建
|
||||
if cloud_redis is None:
|
||||
try:
|
||||
import redis
|
||||
cfg = self._settings.cloud_redis
|
||||
cloud_redis = redis.Redis(
|
||||
host=cfg.host,
|
||||
port=cfg.port,
|
||||
db=cfg.db,
|
||||
password=cfg.password,
|
||||
decode_responses=cfg.decode_responses,
|
||||
socket_connect_timeout=5,
|
||||
socket_timeout=5,
|
||||
retry_on_timeout=True,
|
||||
)
|
||||
cloud_redis.ping()
|
||||
self._logger.info(f"截图处理器独立连接云端 Redis 成功: {cfg.host}:{cfg.port}/{cfg.db}")
|
||||
except Exception as e:
|
||||
self._logger.warning(f"截图处理器无法连接云端 Redis: {e}")
|
||||
cloud_redis = None
|
||||
|
||||
if cloud_redis and self._stream_manager:
|
||||
self._screenshot_handler = ScreenshotHandler(
|
||||
cloud_redis=cloud_redis,
|
||||
stream_manager=self._stream_manager,
|
||||
)
|
||||
self._screenshot_handler.start()
|
||||
self._logger.info("截图处理器初始化成功")
|
||||
else:
|
||||
self._logger.warning("截图处理器跳过初始化(云端 Redis 不可达或流管理器不可用)")
|
||||
except Exception as e:
|
||||
self._logger.error(f"截图处理器初始化失败: {e}")
|
||||
|
||||
def _start_debug_reload_watcher(self):
|
||||
"""本地调试:监听文件触发同步"""
|
||||
@@ -257,6 +298,7 @@ class EdgeInferenceService:
|
||||
self._init_postprocessor()
|
||||
self._init_reporter()
|
||||
self._init_algorithm_manager()
|
||||
self._init_screenshot_handler()
|
||||
self._start_debug_reload_watcher()
|
||||
self._start_debug_http_server()
|
||||
|
||||
@@ -848,6 +890,9 @@ class EdgeInferenceService:
|
||||
if self._alarm_worker:
|
||||
self._alarm_worker.stop()
|
||||
|
||||
if self._screenshot_handler:
|
||||
self._screenshot_handler.stop()
|
||||
|
||||
if self._reporter:
|
||||
self._reporter.close()
|
||||
|
||||
|
||||
@@ -32,6 +32,9 @@ paho-mqtt==1.6.1
|
||||
# Redis客户端 - Redis 4.6.0,4.x最终稳定版
|
||||
redis==4.6.0
|
||||
|
||||
# 腾讯云COS SDK - 用于截图上传
|
||||
cos-python-sdk-v5>=1.9.30
|
||||
|
||||
# ============================================================
|
||||
# 工具库
|
||||
# ============================================================
|
||||
|
||||
Reference in New Issue
Block a user