Milvus 是个向量数据库，可以在kubernetes里搭建，也可以独立出来搭建
helm的方式先不说，用docker-compose独立搭建的时候，居然自己跑了etcd和minio，还大摇大摆的把minio给暴漏了出来，minio的密码太简陋了，放在生产是肯定不行的。
那生产搭建的具体步骤如下，可以把minio的9091端口也给取消了：
一、准备好docker-compose.yml文件
1services:
2 etcd:
3 container_name: milvus-etcd
4 image: quay.io/coreos/etcd:v3.5.18
5 environment:
6 - ETCD_AUTO_COMPACTION_MODE=revision
7 - ETCD_AUTO_COMPACTION_RETENTION=1000
8 - ETCD_QUOTA_BACKEND_BYTES=4294967296
9 - ETCD_SNAPSHOT_COUNT=50000
10 volumes:
11 - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/etcd:/etcd
12 command: etcd -advertise-client-urls=http://etcd:2379 -listen-client-urls http://0.0.0.0:2379 --data-dir /etcd
13 restart: unless-stopped
14 healthcheck:
15 test: ["CMD", "etcdctl", "endpoint", "health"]
16 interval: 30s
17 timeout: 20s
18 retries: 3
19
20 minio:
21 container_name: milvus-minio
22 image: minio/minio:RELEASE.2024-12-18T13-15-44Z
23 environment:
24 MINIO_ACCESS_KEY: rendoumi
25 MINIO_SECRET_KEY: 12345abcde
26 volumes:
27 - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/minio:/minio_data
28 command: minio server /minio_data --console-address ":9001"
29 restart: unless-stopped
30 healthcheck:
31 test: ["CMD", "curl", "-f", "http://localhost:9000/minio/health/live"]
32 interval: 30s
33 timeout: 20s
34 retries: 3
35
36 standalone:
37 container_name: milvus-standalone
38 image: milvusdb/milvus:v2.6.0
39 command: ["milvus", "run", "standalone"]
40 restart: unless-stopped
41 security_opt:
42 - seccomp:unconfined
43 environment:
44 ETCD_ENDPOINTS: etcd:2379
45 MINIO_ADDRESS: minio:9000
46 MQ_TYPE: woodpecker
47 volumes:
48 - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
49
50 healthcheck:
51 test: ["CMD", "curl", "-f", "http://localhost:9091/healthz"]
52 interval: 30s
53 start_period: 90s
54 timeout: 20s
55 retries: 3
56 ports:
57 - "19530:19530"
58 depends_on:
59 - "etcd"
60 - "minio"
61
62networks:
63 default:
64 name: milvus
注意上面的文件，MINIO_ACCESS_KEY和MINIO_SECRET_KEY已经被改掉了。
二、替换不安全的文件
如上，运行 docker compose up -d，就会启动，但是这会儿milvus启动是报错的，因为minio的缺省密码变了，没法正确连接上。
我们首先把配置文件拷贝出来
1docker cp milvus-standalone:/milvus/configs/milvus.yaml milvus.yaml
修改minio部分中的ID和Key
然后修改 docker-compose.yml ，把文件再挂进去
最后运行：
1docker compose up -d
就可以了
最后的最后运行个ATTU进行管理吧：
1docker run -d --name attu -p 8000:3000 -e ATTU_LOG_LEVEL=info -e MILVUS_URL=192.168.1.100:19530 zilliz/attu:v2.6
