安装向量数据库milvus及其Attu

原创已于 2023-11-21 21:38:27 修改 · 1.8k 阅读

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#数据库 #milvus

于 2023-11-21 21:23:37 首次发布

本文详细描述了如何在宿主机上使用docker-compose安装Milvus(版本2.2.11)，包括设置etcd、minio存储和standalone服务，以及安装可视化管理工具Attu的配置过程。

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前置条件安装docker compose

在宿主机上创建文件目录

mkdir -p /home/sunyuhua/milvus/db
mkdir -p /home/sunyuhua/milvus/conf
mkdir -p /home/sunyuhua/milvus/etcd

下载docker-compose.yml

wget https://github.com/milvus-io/milvus/releases/download/v2.2.11/milvus-standalone-docker-compose.yml -O docker-compose.yml

version: '3.5'

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
    command: etcd -advertise-client-urls=http://127.0.0.1:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd

  minio:
    container_name: milvus-minio
    image: minio/minio:RELEASE.2023-03-20T20-16-18Z
    environment:
      MINIO_ACCESS_KEY: minioadmin
      MINIO_SECRET_KEY: minioadmin
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
    command: minio server /minio_data
    healthcheck:
      test: ["CMD", "curl", "-f", "http://127.0.0.1:9000/minio/health/live"]
      interval: 30s
      timeout: 20s
      retries: 3

  standalone:
    container_name: milvus-standalone
    image: milvusdb/milvus:v2.2.11
    command: ["milvus", "run", "standalone"]
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
    ports:
      - "19530:19530"
      - "9091:9091"
    depends_on:
      - "etcd"
      - "minio"

networks:
  default:
    name: milvus

安装milvus

docker-compose up -d

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安装可视化管理工具 attu

docker run -p 8000:3000 -e HOST_URL=http://127.0.0.1:8000 -e MILVUS_URL=127.0.0.1:19530 zilliz/attu:latest

地址：http://127.0.0.1:8000
用户名：minioadmin
密码： minioadmin
在这里插入图片描述