windows中使用docker部署Milvus和Autt

前提：已安装Docker DeskTop

目录结构预览

后面一共需要创建的文件和目录，结构如下

安装 Milvus v2.6.13

新建milvus文件夹，进入并创建docker-compose.yml文件

yml 复制代码

services:
  etcd:
    container_name: milvus-etcd
    image: quay.io/coreos/etcd:v3.5.25
    environment:
      - ETCD_AUTO_COMPACTION_MODE=revision
      - ETCD_AUTO_COMPACTION_RETENTION=1000
      - ETCD_QUOTA_BACKEND_BYTES=4294967296
      - ETCD_SNAPSHOT_COUNT=50000
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
    command: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 30s
      timeout: 20s
      retries: 3

  minio:
    container_name: milvus-minio
    image: minio/minio:RELEASE.2024-12-18T13-15-44Z
    environment:
      MINIO_ACCESS_KEY: minioadmin
      MINIO_SECRET_KEY: minioadmin
    ports:
      - "9001:9001"
      - "9000:9000"
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
    command: minio server /minio_data --console-address ":9001"
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3

  standalone:
    container_name: milvus-standalone
    image: milvusdb/milvus:v2.6.13
    command: ["milvus", "run", "standalone"]
    security_opt:
    - seccomp:unconfined
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
      MQ_TYPE: woodpecker
    volumes:
      - ./config/milvus.yaml:/milvus/configs/milvus.yaml
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
    healthcheck:
      test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
      interval: 30s
      start_period: 90s
      timeout: 20s
      retries: 3
    ports:
      - "19530:19530"
      - "9091:9091"
    depends_on:
      - "etcd"
      - "minio"

networks:
  default:
    name: milvus

创建配置目录 milvus/config，并下载milvus.yaml

bash 复制代码

wget https://raw.githubusercontent.com/milvus-io/milvus/v2.6.13/configs/milvus.yaml

# 没有 wget 的在 powershell 中执行也能下载
Invoke-WebRequest -Uri "https://raw.githubusercontent.com/milvus-io/milvus/v2.6.13/configs/milvus.yaml" -OutFile "milvus.yaml"

milvus.yaml中默认不需要密码登录，修改下面选项开启密码登录

yml 复制代码

# 默认为 false
authorizationEnabled: true

默认账号密码为

root

Milvus

运行milvus，会拉取三个镜像如下

bash 复制代码

docker compose up -d

若启动成功，访问 http://localhost:9091/webui/，可以看到 running well

安装Attu

Minvus提供了专业的图形化界面Attu

创建 attu 文件夹，进入并创建docker-compose.yml文件

yml 复制代码

services:
  attu:
    image: zilliz/attu:v2.6.5
    container_name: attu
    ports:
      - "3000:3000" #如果端口冲突启动失败，修改port如 13000:3000
    environment:
      - MILVUS_URL=192.168.1.2:19530 # 需修改为自己的ip地址
    restart: unless-stopped

运行

bash 复制代码

docker compose up -d

访问http://localhost:3000，登录即可