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dsProject/dsRag/Doc/5、向量数据库Milvus.md

3.9 KiB

官网

https://milvus.io/zh

二、安装

# 从嘟嘟鸟下载镜像
docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/quay.io/coreos/etcd:v3.5.5
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/quay.io/coreos/etcd:v3.5.5  quay.io/coreos/etcd:v3.5.5

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/minio/minio:RELEASE.2023-03-20T20-16-18Z
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/minio/minio:RELEASE.2023-03-20T20-16-18Z  docker.io/minio/minio:RELEASE.2023-03-20T20-16-18Z

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/milvusdb/milvus:v2.3.12
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/milvusdb/milvus:v2.3.12  docker.io/milvusdb/milvus:v2.3.12

一般是下载这个脚本: wget https://github.com/milvus-io/milvus/releases/download/v2.3.1/milvus-standalone-docker-compose.yml -O docker-compose.yml

下面的是我修改后的,可以直接使用

cd /usr/local
mkdir milvus
cd milvus
vi docker-compose.yml

内容如下:

services:
  etcd:
    container_name: milvus-etcd
    image: quay.io/coreos/etcd:v3.5.5
    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
    ports:
      - "2379:2379"
    command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
    healthcheck:
      test: ["CMD", "etcdctl", "endpoint", "health"]
      interval: 5s
      timeout: 3s
      retries: 10

  minio:
    container_name: milvus-minio
    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
    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: 5s
      timeout: 3s
      retries: 10

  standalone:
    container_name: milvus-standalone
    image: milvusdb/milvus:v2.3.12
    command: ["milvus", "run", "standalone"]
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
    volumes:
      - ${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
# 创建容器
docker-compose up -d
# 查看容器
docker-compose ps 
# 停止容器
docker-compose stop 
# 启动容器
docker-compose start 
# 停止并删除容器(特别注意以免误删容器)
docker-compose down  

# 查看日志
docker logs -f milvus-standalone

参考文档

https://developer.aliyun.com/article/1373358

启动attu

attumilvus的一款图形化管理工具,非常方便对milvus的一些管理。

docker pull swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/zilliz/attu:v2.5.5
docker tag  swr.cn-north-4.myhuaweicloud.com/ddn-k8s/docker.io/zilliz/attu:v2.5.5  docker.io/zilliz/attu:v2.5.5

docker run -d --name=attu -p 8000:3000 -e MILVUS_URL=192.168.230.71:19530 docker.io/zilliz/attu:v2.5.5

web访问地址:

http://10.10.14.205:8000/

到这里我们就完成了整个standalone的安装部署过程。 我们还可以访问minio对象存储的管理界面,查看milvus存储内容。

http://10.10.14.205:9001/

账户和密码:minioadmin