部署向量数据库milvus

系统：CentOS 8.9

部署操作如下

# docker load -i etcd-v3.6.5.tar 
# docker load -i minio-2023-03-20.tar 
# docker load -i milvus-v2.3.3.tar 
# docker load -i attu-v2.3.0.tar 
# cd /app/
# mkdir milvus_demo
# cd milvus_demo/
# vim docker-compose.yml
PRD [root@1a32vla1320aiqa milvus_demo]# docker compose up -d
[+] Running 7/7
 ✔ Network milvus-network            Created                                                                                                                                                                                          0.1s 
 ✔ Volume "milvus_demo_milvus_data"  Created                                                                                                                                                                                          0.0s 
 ✔ Volume "milvus_demo_etcd_data"    Created                                                                                                                                                                                          0.0s 
 ✔ Volume "milvus_demo_minio_data"   Created                                                                                                                                                                                          0.0s 
 ✔ Container milvus-etcd             Started                                                                                                                                                                                          0.0s 
 ✔ Container milvus-minio            Started                                                                                                                                                                                          0.0s 
 ✔ Container milvus-standalone       Started                                                                                                                                                                                          0.0s 

PRD [root@1a32vla1320aiqa milvus_demo]# docker ps
CONTAINER ID   IMAGE                                      COMMAND                  CREATED         STATUS                            PORTS                                              NAMES
87be30919a77   milvusdb/milvus:v2.3.3                     "/tini -- milvus run…"   4 seconds ago   Up 2 seconds (health: starting)   0.0.0.0:9091->9091/tcp, 0.0.0.0:19530->19530/tcp   milvus-standalone
1544c34fb049   minio/minio:RELEASE.2023-03-20T20-16-18Z   "/usr/bin/docker-ent…"   4 seconds ago   Up 3 seconds (health: starting)   0.0.0.0:9000-9001->9000-9001/tcp                   milvus-minio
342d925bcf56   quay.io/coreos/etcd:v3.6.5                 "etcd --data-dir=/et…"   4 seconds ago   Up 3 seconds                      0.0.0.0:2379-2380->2379-2380/tcp                   milvus-etcd# docker ps

PRD [root@1a32vla1320aiqa milvus_demo]# docker images
REPOSITORY            TAG                            IMAGE ID       CREATED         SIZE
quay.io/coreos/etcd   v3.6.5                         a3e246e9556e   3 weeks ago     62.5MB
milvusdb/milvus       v2.3.3                         7e482a814849   23 months ago   870MB
zilliz/attu           v2.3.0                         e2e83535de77   2 years ago     262MB
minio/minio           RELEASE.2023-03-20T20-16-18Z   400c20c8aac0   2 years ago     252MB

PRD [root@1a32vla1320aiqa milvus_demo]# docker run -d --name attu   --network milvus-network   -p 8000:8000   zilliz/attu:v2.3.0
8dfccf4d1f03da9bde0226b4f05de81b933ebb11572926739af57e83098a43ee

PRD [root@1a32vla1320aiqa milvus_demo]# docker ps
CONTAINER ID   IMAGE                                      COMMAND                  CREATED         STATUS                   PORTS                                              NAMES
8dfccf4d1f03   zilliz/attu:v2.3.0                         "docker-entrypoint.s…"   3 seconds ago   Up 2 seconds             3000/tcp, 0.0.0.0:8000->8000/tcp                   attu
87be30919a77   milvusdb/milvus:v2.3.3                     "/tini -- milvus run…"   2 minutes ago   Up 2 minutes (healthy)   0.0.0.0:9091->9091/tcp, 0.0.0.0:19530->19530/tcp   milvus-standalone
1544c34fb049   minio/minio:RELEASE.2023-03-20T20-16-18Z   "/usr/bin/docker-ent…"   2 minutes ago   Up 2 minutes (healthy)   0.0.0.0:9000-9001->9000-9001/tcp                   milvus-minio
342d925bcf56   quay.io/coreos/etcd:v3.6.5                 "etcd --data-dir=/et…"   2 minutes ago   Up 2 minutes             0.0.0.0:2379-2380->2379-2380/tcp                   milvus-etcd

docker-compose.yml

services:
  etcd:
    container_name: milvus-etcd
    image: quay.io/coreos/etcd:v3.6.5
    ports:
      - "2379:2379"
      - "2380:2380"
    volumes:
      - etcd_data:/etcd_data
    networks:
      - milvus
    command: >
      etcd
      --data-dir=/etcd_data
      --name=etcd0
      --initial-advertise-peer-urls=http://127.0.0.1:2380
      --listen-peer-urls=http://0.0.0.0:2380
      --listen-client-urls=http://0.0.0.0:2379
      --advertise-client-urls=http://127.0.0.1:2379
      --initial-cluster-token=etcd-cluster
      --initial-cluster=etcd0=http://127.0.0.1:2380
      --initial-cluster-state=new

  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:
      - minio_data:/minio_data
    command: minio server /minio_data --console-address ":9001"
    networks:
      - milvus
    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:v2.3.3
    command: ["milvus", "run", "standalone"]
    security_opt:
      - seccomp:unconfined
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
      MQ_TYPE: rocksmq
    volumes:
      - milvus_data:/var/lib/milvus
    networks:
      - 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:
        condition: service_started
      minio:
        condition: service_started

volumes:
  etcd_data:
  minio_data:
  milvus_data:

networks:
  milvus:
    name: milvus-network

至此，部署成功。就可以去做数据处理了