第二代仪评指标联识别接口

bbit_ai/app/db/postgres.py

@@ -485,7 +485,7 @@ def get_ticket_image_list(user_id):
                         "created_at": MyUtils.format_datetime(row[0]),
                         "file_name": row[1],
                         "resolution": row[2],
-                        "size": round(row[3], 2),
+                        "size": round(row[3] / 1024, 2),
                         "name": row[4],
                         "moisture_content": row[5],
                         "cocoon_weight": row[6],
@@ -493,7 +493,6 @@ def get_ticket_image_list(user_id):
                         "fresh_shell_weight": row[8],
                         "sample_count": row[9],
                         "barcode": row[10],
-                        # "oss_url": f"http://{SERVER_PATH_OSS}:9000/image-ticket/{row[11]}",
                         "oss_url": get_temp_url("image-ticket", row[11]),
                         "net_weight_total": row[12],
                         "evaluator": row[13],
@@ -513,6 +512,7 @@ def insert_ticket_image(
     moisture_content,
     cocoon_weight,
     defective_pupa_count,
+    dead_pupa_count,
     fresh_shell_weight,
     sample_count,
     barcode,
@@ -527,11 +527,11 @@ def insert_ticket_image(
                 """
                 INSERT INTO ticket_images (
                     created_by, file_name, resolution, size, name,
-                    moisture_content, cocoon_weight, defective_pupa_count,
+                    moisture_content, cocoon_weight, defective_pupa_count, dead_pupa_count,
                     fresh_shell_weight, sample_count, barcode, oss,
                     net_weight_total, evaluator, reviewer, created_at
                 )
-                VALUES (%s, %s, %s, %s, %s,
+                VALUES (%s, %s, %s, %s, %s, %s,
                         %s, %s, %s, %s, %s,
                         %s, %s, %s, %s, %s, NOW())
                 RETURNING id
@@ -545,6 +545,7 @@ def insert_ticket_image(
                     moisture_content,
                     cocoon_weight,
                     defective_pupa_count,
+                    dead_pupa_count,
                     fresh_shell_weight,
                     sample_count,
                     barcode,

bbit_ai/app/llm/ticketLLMv2.py

@@ -0,0 +1,67 @@
+import json
+import re
+
+from langchain.schema import HumanMessage
+
+from config.llm import *
+from llm.ticketLLM import decode_barcode
+
+
+def get_ticket_response_v2(image_url: str, needBarcode: bool = False):
+    # 构建 prompt
+    prompt_text = f"""
+你是一位专业的图像分析AI。你的任务是仔细分析提供的图片内容，并按JSON格式输出结果。
+
+## JSON输出结构及字段说明:
+# 蚕茧检测信息数据模型
+
+该模型用于描述蚕茧检测信息，每条记录包含以下字段：
+
+## 1. 下足茧重量 (`cocoon_weight`)
+- **类型**：浮点数
+- **描述**：下足茧的重量，单位为克（可带小数）
+
+## 2. 非蛹粒数 (`defective_pupa_count`)
+- **类型**：整数
+- **描述**：不合格蛹的数量，即非好蛹的个数
+
+## 3. 僵蛹粒数 (`dead_pupa_count`)
+- **类型**：整数
+- **描述**：僵蚕蛹的数量
+
+## 4. 鲜壳量 (`fresh_shell_weight`)
+- **类型**：浮点数
+- **描述**：鲜壳重量，单位为克（可带小数）
+
+## 5. 小样粒数 (`sample_count`)
+- **类型**：整数
+- **描述**：检测使用的小样数量，即用于检测的茧粒数
+
+---
+
+### 注意事项
+- 所有字段都是必填的（required），在 JSON 实例中必须提供值  
+- 浮点数字段可以包含小数，整数字段只能是整数  
+- `evaluator` 和 `reviewer` 可以为空字符串，但字段必须存在  
+- 如果图片与上述内容无关，则字段值为默认值，例如0、0.0、""
+
+最后，只输出严格的 JSON 格式，不要包含其他文字、markdown等内容。
+"""
+    messages = [
+        HumanMessage(
+            content=[
+                {"type": "text", "text": prompt_text},
+                {"type": "image_url", "image_url": {"url": image_url}},
+            ]
+        )
+    ]
+    # 直接调用模型
+    llmRes = llmVision.invoke(messages).content
+    # 去掉 ```json 和 ``` 包裹
+    cleaned = re.sub(r"^```json\s*|\s*```$", "", llmRes.strip())
+    # 解析 JSON
+    jsonRes = json.loads(cleaned)
+    print("needBarcode:", needBarcode)
+    if needBarcode:
+        jsonRes["barcode"] = decode_barcode(image_url)
+    return jsonRes

bbit_ai/app/models/F8ImageRequestV2.py

@@ -0,0 +1,7 @@
+from pydantic import BaseModel
+
+
+class F8ImageRequestV2(BaseModel):
+    title: str
+    image: str
+    needBarcode: bool

bbit_ai/app/routers/F8.py

@@ -5,6 +5,7 @@ from fastapi import APIRouter
 from config.app import F8_SERVER_USER_ID
 from models.BaseResponse import BaseResponse
 from models.F8ImageRequest import F8ImageRequest
+from models.F8ImageRequestV2 import F8ImageRequestV2
 from service.vision import process_ticket_image
 from utils import MyUtils
 
@@ -20,6 +21,29 @@ async def cocoonTicket(data: F8ImageRequest):
         img_bytes = base64.b64decode(input_data)
         json_data = await MyUtils.async_task(
             process_ticket_image,
+            1,
+            True,
+            img_bytes,
+            f"{data.title}.jpg",
+            data.title,
+            F8_SERVER_USER_ID,
+        )
+        return BaseResponse(data=json_data)
+    except Exception as e:
+        return BaseResponse(status=False, message=f"解析失败: {str(e)}", data=None)
+
+
+@f8Router.post("/createTicketImageTaskV2")
+async def cocoonTicket(data: F8ImageRequestV2):
+    input_data = data.image
+    if "," in input_data:
+        input_data = input_data.split(",")[1]
+    try:
+        img_bytes = base64.b64decode(input_data)
+        json_data = await MyUtils.async_task(
+            process_ticket_image,
+            2,
+            data.needBarcode,
             img_bytes,
             f"{data.title}.jpg",
             data.title,

bbit_ai/app/routers/Vision.py

@@ -36,7 +36,7 @@ async def createTicketImageTask(
     try:
         contents = await file.read()
         json_data = await MyUtils.async_task(
-            process_ticket_image, contents, file.filename, projectName, user_id
+            process_ticket_image, 1, True, contents, file.filename, projectName, user_id
         )
         return BaseResponse(data=json_data)
     except Exception as e:

bbit_ai/app/service/vision.py

@@ -5,10 +5,13 @@ import config.minIO as minIO
 import db.postgres as pg
 from config.minIO import minio_client
 from llm.ticketLLM import *
+from llm.ticketLLMv2 import get_ticket_response_v2
 
 
 def process_ticket_image(
-    img_bytes: bytes,
+    version: int,
+    needBarcode: bool = False,
+    img_bytes=None,
     file_name: str = None,
     project_name: str = None,
     user_id: UUID = None,
@@ -18,6 +21,8 @@ def process_ticket_image(
     """
 
     # 上传到 OSS，使用 UUID 做对象名
+    if img_bytes is None:
+        img_bytes = []
     object_name = str(uuid.uuid4())
     file_bytes = BytesIO(img_bytes)
     bucket_name = "image-ticket"
@@ -28,15 +33,16 @@ def process_ticket_image(
     oss_url = minIO.get_temp_url(bucket_name, object_name)
 
     # 调用分析方法获取 JSON
-    json_data = get_ticket_response(oss_url)
+    if version == 1:
-    # 解析条码
+        json_data = get_ticket_response(oss_url)
-    barcode = decode_barcode(BytesIO(img_bytes))
+    elif version == 2:
-    json_data["barcode"] = barcode
+        json_data = get_ticket_response_v2(oss_url, needBarcode)
-
+    else:
+        json_data = get_ticket_response(oss_url)
     # 获取图片分辨率和大小
     img = Image.open(BytesIO(img_bytes))
     resolution = f"{img.width}x{img.height}"
-    size_kb = len(img_bytes) / 1024
+    size_kb = round(len(img_bytes) / 1024, 2)
 
     # 插入数据库
     pg.insert_ticket_image(
@@ -45,12 +51,13 @@ def process_ticket_image(
         resolution=resolution,
         size=size_kb,
         name=project_name if project_name else object_name[:8],
+        dead_pupa_count=json_data.get("moisture_content") if version == 2 else 0,
         moisture_content=json_data.get("moisture_content"),
         cocoon_weight=json_data.get("cocoon_weight"),
         defective_pupa_count=json_data.get("defective_pupa_count"),
         fresh_shell_weight=json_data.get("fresh_shell_weight"),
         sample_count=json_data.get("sample_count"),
-        barcode=barcode,
+        barcode=json_data.get("barcode"),
         oss=object_name,
         net_weight_total=json_data.get("net_weight_total"),
         evaluator=json_data.get("evaluator"),

ktor/build.gradle.kts

@@ -100,7 +100,10 @@ dependencies {
     implementation("io.ktor:ktor-client-serialization:$ktor_version")
     // 数据库迁移
 //    implementation("org.flywaydb:flyway-core:10.13.0")
-
+    // Kong AI
 //    implementation("ai.koog:koog-agents:0.3.0")
+    // MinIO OSS
     implementation("io.minio:minio:8.5.17")
+    // RocketMQ
+    implementation("org.apache.rocketmq:rocketmq-client-java:5.0.8")
 }

readme.md

@@ -41,27 +41,47 @@
 
 公网域名：s1.ronsunny.cn	
 
-| 公网端口 | 内网端口 | 框架       | docker服务/Host | docker端口 | 功能作用                                |
+| 公网端口 | 内网端口 | docker端口 | docker服务/Host  | 框架       | 功能作用                                                     |
-| -------- | -------- | ---------- | --------------- | ---------- | --------------------------------------- |
+| -------- | -------- | ---------- | ---------------- | ---------- | ------------------------------------------------------------ |
-|          |          | Vue        | ce_vue          | 8090       | vue前端服务                             |
+|          |          | 8090       | ce_vue           | Vue        | vue前端服务                                                  |
-|          |          | FastAPI    | ce_pybackend    | 13011      | python后端程序                          |
+|          | 8089     |            |                  | Ktor       | 实验室业务后端                                               |
-|          | 5432     | PostgreSQL | ce_postgres     | 5432       | PostgreSQL数据库                        |
+|          |          | 13011      | ce_pybackend     | FastAPI    | 实验室AI后端                                                 |
-|          | 6379     | Redis      | ce_redis        | 6379       | Radis数据库                             |
+|          | 5432     | 5432       | ce_postgres      | PostgreSQL | PostgreSQL数据库                                             |
-|          |          | Etcd       | ce_etcd         | 2379       | Etcd，Key-Value 存储，给ce_milvus使用   |
+|          | 6379     | 6379       | ce_redis         | Redis      | Radis数据库                                                  |
-| **9000** | 9000     | MinIO      | ce_minio        | 9000       | MinIO数据访问                           |
+|          |          | 2379       | ce_etcd          | Etcd       | Etcd，Key-Value 存储，给ce_milvus使用                        |
-|          | 9001     |            | ce_minio        | 9001       | MinIOWeb控制端                          |
+| **9000** | 9000     | 9000       | ce_minio         | MinIO      | MinIO数据访问                                                |
-|          | 19530    | Milvus     | ce_milvus       | 19530      | Minvus数据访问                          |
+|          | 9001     | 9001       | ce_minio         | MinIO      | MinIOWeb控制端                                               |
-|          | 9091     |            | ce_milvus       | 9091       | MinvusWeb控制端，需要加/webui           |
+|          | 19530    | 19530      | ce_milvus        | Milvus     | Minvus数据访问                                               |
-|          | 3000     | Attu       | ce_attu         | 3000       | Attu，Minvus的**可视化**控制            |
+|          | 9091     | 9091       | ce_milvus        | Milvus     | MinvusWeb控制端，需要加/webui                                |
-| **8090** | 8090     | Kong       | ce_kong         | 8090       | Kong网关                                |
+|          | 3000     | 3000       | ce_attu          | Attu       | Attu，Minvus的**可视化**控制                                 |
-|          | 8001     |            | ce_kong         | 8001       | Kong Admin API                          |
+| **8090** | 8090     | 8090       | ce_kong          | Kong       | Kong网关                                                     |
-|          | 8002     |            | ce_kong         | 8002       | Kong Admin API 的 HTTPS 端口            |
+|          | 8001     | 8001       | ce_kong          | Kong       | Kong Admin API                                               |
-|          | 8444     |            | ce_kong         | 8444       | Kong **可视化**管理界面                 |
+|          | 8002     | 8002       | ce_kong          | Kong       | Kong **可视化**管理界面                                      |
-|          | 8088     | ws-scrcpy  |                 |            | Android远程框架                         |
+|          | 8444     | 8444       | ce_kong          | Kong       | Kong Admin API 的 HTTPS 端口                                 |
-| 8088     |          |            |                 |            | 已废弃，原Android远程框架，已由网关控制 |
+|          | 8088     |            |                  | ws-scrcpy  | Android远程框架                                              |
-| 8089     |          |            |                 |            | 已废弃，原Ktor后端服务，已由网关控制    |
+|          | 9876     | 9876       | ce_rmq_name_srv  | RocketMQ   | NameServer                                                   |
-| 13011    |          |            |                 |            | 已废弃：原FastAPI后端服务，已由网关控制 |
+|          | 8080     | 8080       | ce_rmq_proxy     | RocketMQ   | RocketMQ Proxy 的 **消息发送/消费 REST API 或 TCP 代理端口** |
+|          | 8081     | 8081       | ce_rmq_proxy     | RocketMQ   | RocketMQ Proxy 的 **管理/监控接口**                          |
+|          | 8082     | 8082       | ce_rmq_dashboard | RocketMQ   | RocketMQ Dashboard **Web UI 端口**                           |
+|          | 10909    | 10909      | ce_rmq_broker_a  | RocketMQ   | broker 内部默认端口                                          |
+|          | 10911    | 10911      | ce_rmq_broker_a  | RocketMQ   | Consumer 拉取消息的端口                                      |
+|          | 10912    | 10912      | ce_rmq_broker_a  | RocketMQ   | Broker 之间的集群复制/同步                                   |
+|          | 10929    | 10909      | ce_rmq_broker_b  | RocketMQ   | broker 内部默认端口                                          |
+|          | 10931    | 10911      | ce_rmq_broker_b  | RocketMQ   | Consumer 拉取消息的端口                                      |
+|          | 10932    | 10912      | ce_rmq_broker_b  | RocketMQ   | Broker 之间的集群复制/同步                                   |
+| 8088     |          |            |                  |            | 建议后续关闭，原Android远程框架，已由网关控制                |
+| 8089     |          |            |                  |            | 建议后续关闭，原Ktor后端服务，已由网关控制                   |
+| 13011    |          |            |                  |            | 已空闲：原FastAPI后端服务，已由网关控制                      |
 
+| 服务       | 端口  | 用途                                |
+| ---------- | ----- | ----------------------------------- |
+| NameServer | 9876  | 注册/查询 Broker 地址，服务发现     |
+| Broker     | 10909 | 内部集群通信（心跳、同步）          |
+|            | 10911 | 外部客户端通信（Producer/Consumer） |
+|            | 10912 | HA 主从同步（可选）                 |
+| Proxy      | 8080  | HTTP/REST 客户端访问 Broker         |
+|            | 8081  | Proxy 管理/状态监控                 |
+| Dashboard  | 8082  | Web UI 可视化监控                   |
 
 ## 三、部署
 

server/docker/docker-compose.yaml

@@ -192,6 +192,77 @@ services:
       - ce_network
     restart: unless-stopped
 
+# ---------- RocketMQ ----------  
+  namesrv:
+    image: apache/rocketmq:5.3.3
+    container_name: ce_rmq_name_srv
+    ports:
+      - 9876:9876
+    networks:
+      - ce_network
+    command: sh mqnamesrv
+  broker1:
+    image: apache/rocketmq:5.3.3
+    container_name: ce_rmq_broker_a
+    ports:
+      - 10909:10909
+      - 10911:10911
+      - 10912:10912
+    environment:
+      - NAMESRV_ADDR=ce_rmq_name_srv:9876
+    depends_on:
+      - namesrv
+    networks:
+      - ce_network
+    volumes:
+      - ./rocketmq_config/broker1.conf:/opt/broker.conf
+    command: sh mqbroker -c /opt/broker.conf
+  broker2:
+    image: apache/rocketmq:5.3.3
+    container_name: ce_rmq_broker_b
+    links:
+      - namesrv
+    ports:
+      - 10929:10909
+      - 10931:10911
+      - 10932:10912
+    environment:
+      - NAMESRV_ADDR=ce_rmq_name_srv:9876         # NameServer 地址
+    volumes:
+      - ./rocketmq_config/broker2.conf:/opt/broker.conf
+    command: sh mqbroker -c /opt/broker.conf
+    networks:
+      - ce_network
+  proxy:
+    image: apache/rocketmq:5.3.3
+    container_name: ce_rmq_proxy
+    networks:
+      - ce_network
+    depends_on:
+      - broker1
+      - broker2
+      - namesrv
+    ports:
+      - 8080:8080
+      - 8081:8081
+    restart: on-failure
+    environment:
+      - NAMESRV_ADDR=ce_rmq_broker:9876
+    command: sh mqproxy
+  rocketmq-dashboard:
+    image: apacherocketmq/rocketmq-dashboard:2.1.0
+    container_name: ce_rmq_dashboard
+    environment:
+      - JAVA_OPTS=-Drocketmq.namesrv.addr=ce_rmq_name_srv:9876
+    ports:
+      - "8082:8082"
+    restart: unless-stopped
+    depends_on:
+      - broker1
+      - broker2
+      - namesrv
+    networks:
+      - ce_network
 # ---------- 数据卷 ----------
 volumes:
   postgres_data:
@@ -207,7 +278,6 @@ volumes:
     driver_opts:
       type: tmpfs
       device: tmpfs
-
 # ---------- 网络 ----------
 networks:
   ce_network:

server/docker/rocketmq_config/broker1.conf

@@ -0,0 +1,9 @@
+brokerClusterName = AICluster
+brokerName = broker-a
+brokerId = 0
+deleteWhen = 04
+fileReservedTime = 48
+brokerRole = ASYNC_MASTER
+flushDiskType = ASYNC_FLUSH
+storePathRootDir=/home/rocketmq/store
+storePathCommitLog=/home/rocketmq/store/commitlog

server/docker/rocketmq_config/broker2.conf

@@ -0,0 +1,9 @@
+brokerClusterName = AICluster
+brokerName = broker-b
+brokerId = 1
+deleteWhen = 04
+fileReservedTime = 48
+brokerRole = SLAVE
+flushDiskType = ASYNC_FLUSH
+storePathRootDir=/home/rocketmq/store
+storePathCommitLog=/home/rocketmq/store/commitlog

server/docker/rocketmq_config/rmq-proxy.json

@@ -0,0 +1,3 @@
+{
+  "rocketMQClusterName": "AICluster"
+}

vue/apps/web-antd/src/router/routes/modules/cv.ts

@@ -7,7 +7,7 @@ const routes: RouteRecordRaw[] = [
   {
     meta: {
       icon: 'ic:round-remove-red-eye',
-      authority: ['iva', 'sca', 'ysa'],
+      authority: ['iva', 'sca', 'ysa', 'ticket'],
       keepAlive: true,
       order: 2,
       title: $t('计算机视觉'),

vue/apps/web-antd/src/router/routes/modules/set.ts

@@ -0,0 +1,67 @@
+import type { RouteRecordRaw } from 'vue-router';
+
+import { $t } from '#/locales';
+
+const IFrameView = () => import('@vben/layouts').then((m) => m.IFrameView);
+
+const routes: RouteRecordRaw[] = [
+  {
+    meta: {
+      icon: 'ic:round-handyman',
+      keepAlive: false,
+      authority: ['set'],
+      order: 2,
+      title: $t('控制后台'),
+    },
+    name: 'Set',
+    path: '/set',
+    children: [
+      {
+        name: 'Kong-set',
+        path: '/set/kong',
+        component: IFrameView,
+        meta: {
+          icon: 'mdi:server-network',
+          link: 'http://10.10.10.9:8002/',
+          keepAlive: true,
+          title: '网关控制后台',
+        },
+      },
+      {
+        name: 'Milvus-set',
+        path: '/set/kong',
+        component: IFrameView,
+        meta: {
+          icon: 'mdi:database',
+          link: 'http://10.10.10.9:3000/',
+          keepAlive: true,
+          title: 'Milvus Attu后台',
+        },
+      },
+      {
+        name: 'Milvus-webui',
+        path: '/set/kong',
+        component: IFrameView,
+        meta: {
+          icon: 'mdi:monitor-dashboard',
+          link: 'http://10.10.10.9:9091/webui',
+          keepAlive: true,
+          title: 'Milvus 自带后台',
+        },
+      },
+      {
+        name: 'RocketMQ-webui',
+        path: '/set/rocketMQ',
+        component: IFrameView,
+        meta: {
+          icon: 'mdi:server-network',
+          link: 'http://10.10.10.9:8082',
+          keepAlive: true,
+          title: 'RocketMQ可视化后台',
+        },
+      },
+    ],
+  },
+];
+
+export default routes;