Docker【部署 08】Docker部署向量数据库Milvus的CPU和GPU版本

1.Milvus Docker compose(CPU)

官网流程：

# 1.1 Download the YAML file
wget https://github.com/milvus-io/milvus/releases/download/v2.3.0/milvus-standalone-docker-compose.yml -O docker-compose.yml

# 1.2 Start Milvus
# 启动容器
sudo docker compose up -d
# 查看启动状态
sudo docker compose ps

# 1.3 Connect to Milvus
docker port milvus-standalone 19530/tcp

# 1.4 Stop Milvus
sudo docker compose down

1.1 下载yaml文件

# 跟官网是一致的
wget https://github.com/milvus-io/milvus/releases/download/v2.3.0/milvus-standalone-docker-compose.yml -O docker-compose.yml
wget https://github.com/milvus-io/milvus/releases/download/v2.2.9/milvus-standalone-docker-compose.yml -O docker-compose.yml

1.2 启动Milvus

由于安装的并非standalone-docker-compose而是Compose plugin所有启动命令不同：

# 启动容器
docker-compose up -d
# 查看状态
docker-compose ps
NAME                COMMAND                  SERVICE             STATUS              PORTS
milvus-etcd         "etcd -advertise-cli…"   etcd                running             2379-2380/tcp
milvus-minio        "/usr/bin/docker-ent…"   minio               running (healthy)   9000/tcp
milvus-standalone   "/tini -- milvus run…"   standalone          created             0.0.0.0:9091->9091/tcp, 0.0.0.0:19530->19530/tcp, :::9091->9091/tcp, :::19530->19530/tcp

1.3 连接Milvus

docker port milvus-standalone 19530/tcp
# 输出信息
0.0.0.0:19530
:::19530

1.4 停止Milvus

docker-compose down

2.Milvus Docker compose(GPU)

# 1.1 Download the YAML file
wget https://github.com/milvus-io/milvus/releases/download/v2.3.0/milvus-standalone-docker-compose-gpu.yml -O docker-compose.yml

# 1.2 Start Milvus
# 启动容器
docker-compose up -d
# 查看状态
docker-compose ps

# 1.3 Connect to Milvus
docker port milvus-standalone 19530/tcp
# 输出信息
0.0.0.0:19530
:::19530

# 1.4 Stop Milvus
docker-compose down

2.1 运行问题处理

[WARN] [grpcclient/client.go:147] ["failed to get client address"] [error="find no available rootcoord, check rootcoord state"]


[ERROR] [components/query_node.go:55] ["QueryNode starts error"] 
[error="UnexpectedError: Error:DirExist:Operation not permitted"] 
[stack="github.com/milvus-io/milvus/cmd/components.(*QueryNode).Run\n\t/go/src/github.com/milvus-io/milvus/cmd/components/query_node.go:55\ngithub.com/milvus-io/milvus/cmd/roles.runComponent[...].func1\n\t/go/src/github.com/milvus-io/milvus/cmd/roles/roles.go:112"]
panic: UnexpectedError: Error:DirExist:Operation not permitted