通过下载docker镜像部署milvus2.3.5

环境:
Os:Centos 7
milvus:2.3.5

 

1.查看docker和docker-compose版本

[root@host134 milvus]# docker -v
Docker version 26.1.4, build 5650f9b
[root@host134 milvus]# docker-compose -v
docker-compose version 1.29.2, build unknown

 

2.准备目录
mkdir -p /home/middle/milvus

 

3.下载docker镜像
通过vpnFQ下载
下载后的文件存放在 /soft/milvus 目录
[root@host134 milvus]# ls -1
attu.tar.gz
etcd.tar.gz
milvus.tar.gz
minio.tar.gz

 

4.下载docker-compose.yml
进入到milvus目录执行命令
# CPU单机版
cd /home/middle/milvus
wget https://github.com/milvus-io/milvus/releases/download/v2.3.5/milvus-standalone-docker-compose.yml -O docker-compose.yml
# GPU单机版
cd /home/middle/milvus
wget https://github.com/milvus-io/milvus/releases/download/v2.3.5/milvus-standalone-docker-compose-gpu.yml -O docker-compose.yml
下载安装文件,注意这里的路径版本是v2.3.5,根据自己实际情况选择CPU和GPU版本,不清楚的话就选CPU版本.

 

5.下载milvus.yml文件
进入到milvus目录执行
cd /home/middle/milvus
# 注意改成自己对应的milvus版本号
wget https://raw.githubusercontent.com/milvus-io/milvus/v2.3.5/configs/milvus.yaml
报错误:
Connecting to raw.githubusercontent.com (raw.githubusercontent.com)|2606:50c0:8002::154|:443... failed: Network is unreachable.

解决办法:
查询raw.githubusercontent.com的真实IP
在https://www.ipaddress.com/ 查询raw.githubuercontent.com的真实IP.
raw.githubusercontent.com has IPv4 address 185.199.108.133
raw.githubusercontent.com has IPv4 address 185.199.109.133
raw.githubusercontent.com has IPv4 address 185.199.110.133
raw.githubusercontent.com has IPv4 address 185.199.111.133

修改hosts
在/etc/hosts/中绑定查到的host,例如:
185.199.108.133 raw.githubusercontent.com

 

下载好后,确保该文件位于milvus工作目录下,然后编辑该文件,找到其中的common > security > authorizationEnabled 并将其设置为true

  security:
    authorizationEnabled: true

 

6.编辑docker-compose.yml文件

复制代码
[root@host134 milvus]# more 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 /etc
d
    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:v2.3.5
    command: ["milvus", "run", "standalone"]
    security_opt:
    - seccomp:unconfined
    environment:
      ETCD_ENDPOINTS: etcd:2379
      MINIO_ADDRESS: minio:9000
    volumes:
      - ${DOCKER_VOLUME_DIRECTORY:-.}/volumes/milvus:/var/lib/milvus
      - ${DOCKER_VOLUME_DIRECTORY:-.}/milvus.yaml:/milvus/configs/milvus.yaml
    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"

  attu:
    container_name: attu
    image: zilliz/attu:v2.3.6
    environment:
      MILVUS_URL: milvus-standalone:19530
    ports:
      - "8000:3000"
    depends_on:
      - "standalone"
networks:
  default:
    name: milvus
复制代码

 

红色标准部分
a.增下面这一行来实现配置文件的映射

      - ${DOCKER_VOLUME_DIRECTORY:-.}/milvus.yaml:/milvus/configs/milvus.yaml

 

b.添加attu部分

复制代码
  attu:
    container_name: attu
    image: zilliz/attu:v2.3.6
    environment:
      MILVUS_URL: milvus-standalone:19530
    ports:
      - "8000:3000"
    depends_on:
      - "standalone"
复制代码

 

7.加载镜像cd到milvus文件夹下,Docker加载镜像.
cd到镜像存放的目录
[root@host134 milvus]# cd /soft/milvus
[root@host134 milvus]#docker load -i ./milvus.tar.gz
Loaded image: milvusdb/milvus:v2.3.5

[root@host134 milvus]#docker load -i ./etcd.tar.gz
Loaded image: quay.io/coreos/etcd:v3.5.5

[root@host134 milvus]#docker load -i ./minio.tar.gz
Loaded image: minio/minio:RELEASE.2023-03-20T20-16-18Z

[root@host134 milvus]#docker load -i ./attu.tar.gz
Loaded image: zilliz/attu:v2.3.6

 

8.查看镜像

[root@host134 milvus]# docker images
REPOSITORY            TAG                            IMAGE ID       CREATED         SIZE
milvusdb/milvus       v2.3.5                         49ec7be59e9e   6 months ago    968MB
zilliz/attu           v2.3.6                         3905dd95d828   6 months ago    282MB
minio/minio           RELEASE.2023-03-20T20-16-18Z   400c20c8aac0   16 months ago   252MB
quay.io/coreos/etcd   v3.5.5                         673f29d03de9   23 months ago   182MB

 

9.启动镜像

复制代码
进入到/home/middle/milvus目录
[root@host134 milvus]# cd /home/middle/milvus
[root@host134 milvus]# docker-compose up -d
/usr/local/lib/python3.6/site-packages/paramiko/transport.py:32: CryptographyDeprecationWarning: Python 3.6 is no longer supported by the Python core team. Therefore, support for it is deprecated in cryptography. The next release of cryptography will remove support for Python 3.6.
  from cryptography.hazmat.backends import default_backend
milvus-etcd is up-to-date
Starting milvus-minio ... done
Creating milvus-standalone ... done
Creating attu              ... done
复制代码

 

或是按照如下方式启动

[root@middle milvus]# docker-compose -f /home/middle/milvus/docker-compose.yml up -d

 

10.浏览器访问
http://192.168.1.134:8000
默认的用户和密码
root/Milvus

 

 

 

11.查看
# 查看启动状态(健康状态)

复制代码
[root@host134 milvus]# docker-compose ps -a
docker-compose ps -a

      Name                     Command                  State                             Ports                       
----------------------------------------------------------------------------------------------------------------------
attu                docker-entrypoint.sh /bin/ ...   Up             0.0.0.0:8000->3000/tcp,:::8000->3000/tcp          
milvus-etcd         etcd -advertise-client-url ...   Up (healthy)   2379/tcp, 2380/tcp                                
milvus-minio        /usr/bin/docker-entrypoint ...   Up (healthy)   0.0.0.0:9000->9000/tcp,:::9000->9000/tcp,         
                                                                    0.0.0.0:9001->9001/tcp,:::9001->9001/tcp          
milvus-standalone   /tini -- milvus run standalone   Up (healthy)   0.0.0.0:19530->19530/tcp,:::19530->19530/tcp,     
                                                                    0.0.0.0:9091->9091/tcp,:::9091->9091/tcp
复制代码

 

# 停止容器
docker-compose down

 

posted @   slnngk  阅读(703)  评论(0)  编辑  收藏  举报
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