docker安装部署milvus单机版

2024-03-25

Word count: 402 | Reading time≈ 2 min

docker安装部署milvus单机版

使用Docker Compose安装 Milvus单机版，快速体验milvus。

启动etcd、minio、milvus

milvus依赖etcd和minio，因此需要先启动这2个组件。同样也使用docker进行启动。
etcd：用来存储milvus的元数据。
minio：用来存储milvus的向量数据和索引数据。

新建docker-compose.yml文件，定义etcd、minio、milvus的启动参数，文件内容如下：

1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
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
    healthcheck:
    test: ["CMD", "etcdctl", "endpoint", "health"]
    interval: 30s
    timeout: 20s
    retries: 3

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: 30s
    timeout: 20s
    retries: 3

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

使用docker-compose后台启动

1	docker-compose up -d

查看容器状态

1 2	docker-compose ps docker ps -a

启动milvus客户端attu

启动attu容器

1	docker run -d --name=attu -p 8000:3000 -e MILVUS_URL=0.0.0.0:19530 zilliz/attu:v2.3.8

milvus客户端attu(用户名密码为空)：
http://192.168.0.1:8000/

minio客户端地址：
http://192.168.0.1:9001/