#下载
wget https://get.helm.sh/helm-v3.2.1-linux-amd64.tar.gz

#安装
tar -xzvf helm-v3.2.1-linux-amd64.tar.gz
cd linux-amd64/
mv helm /usr/bin/

#验证helm版本
helm version

#修改库源
helm repo add aliyuncs https://apphub.aliyuncs.com
helm repo list

#修改k8s配置
vim /etc/kubernetes/manifests/kube-apiserver.yaml
#spec:
# containers:
# - command:
# 中，增加如下配置项
- --service-node-port-range=30000-40000

vim /root/.docker/config.json
#增加如下配置
{
        "auths": {
                "": {
                        "auth": ""
                }
        },
        "HttpHeaders": {
                "User-Agent": "Docker-Client/20.10.8-ce (linux)"
        }
}

#下载
wget https://github.com/istio/istio/releases/download/1.8.2/istio-1.8.2-linux-amd64.tar.gz

#设置istioctl环境变量
export PATH=$PATH:/opt/istio-1.8.2/bin

#部署
istioctl install

#验证，查看相关Pod是否正常Running
kubectl -n istio-system get pods 

#下载
wget https://github.com/SeldonIO/seldon-core/archive/refs/tags/v1.13.0.tar.gz

#部署
kubeclt create namespace seldon-system
cd seldon-core-1.13.0/helm-charts
helm install seldon-core seldon-core-operator --set usageMetrics.enabled=true --namespace seldon-system --set istio.enabled=true
#验证
kubectl -n seldon-system get pods

# NFS服务节点IP地址  NFS_SERVER_IP='127.0.0.1'
# NFS挂载目录  NFS_PATH_LOG='/mlss/di/jobs/prophecis'
#
# 需要挂载的目录
# /data/bdap-ss/mlss-data/tmp
# /mlss/di/jobs/prophecis
# /cosdata/mlss-test
mkdir -p ${NFS_PATH_LOG}
# 追加写入到文件中，标明挂载信息
echo "${NFS_PATH_LOG} ${NFS_SERVER_IP}/24(rw,sync,no_root_squash)">> /etc/exports
# 刷新nfs，让服务节点使用该nfs挂载
exportfs -arv

# 需要对除Master节点外的其他节点执行挂载
mkdir -p ${NFS_PATH_LOG}
# 挂载目录
mount ${NFS_SERVER_IP}:${NFS_PATH_LOG} ${NFS_PATH_LOG}

## 配置数据库访问的信息
# MySQLIP地址   DATABASE_IP='127.0.0.1'
# MySQL端口号    DATABASE_PORT='3306'
# MySQL数据库名  DATABASE_DB='mlss_db'
# MySQL用户名    DATABASE_USERNAME='mlss'
# MySQL用户密码  DATABASE_PASSWORD='123'
db:
    server: ${DATABASE_IP}
    port: ${DATABASE_PORT}
    name: ${DATABASE_DB}
    user: ${DATABASE_USERNAME}
    pwd: ${DATABASE_PASSWORD}

## 配置UI的URL访问路径
# 网页访问地址  SERVER_IP='127.0.0.1'
# 网页访问端口  SERVER_PORT='30803'
gateway:
  address: ${SERVER_IP}
  port: ${SERVER_PORT}

## Prophecis使用LDAP来负责统一认证
# LDAP的服务地址  LDAP_ADDRESS='ldap://127.0.0.1:1389/' 
# LDAP的DNS解析地址  LDAP_BASE_DN='dc=prophecis,dc=com'
cc:
    ldap:
        address: ${LDAP_ADDRESS}
        baseDN: ${LDAP_BASE_DN}
        
#超级管理员的用户名密码，可以改成自己需要的，需对应数据库表t_superadmin
admin:
    user: ${SUPER_USER}
    password: ${SUPER_USER_PASSWORD}

source prophecis.sql
source prophecis-data.sql

## Prophecis默认使用kubernetes的命名空间prophecis，需要创建
kubectl create namespace prophecis
## Prophecis使用kubernetes的节点标签来启动节点，并识别用途
# 服务节点的标签  LABEL_CPU='mlsskf010001 mlsskf010002'
# GPU节点的标签  LABEL_GPU='mlsskf010003 mlsskf010004'
kubectl label nodes ${LABEL_CPU} mlss-node-role=platform
kubectl label nodes ${LABEL_GPU} hardware-type=NVIDIAGPU
## 安装Notebook Controller组件
helm install notebook-controller ./notebook-controller
## 安装MinIO组件
helm install minio-prophecis --namespace prophecis ./MinioDeployment
## 安装prophecis组件
helm install prophecis ./Prophecis

#sql目录
source mlflow-sql.sql

#sql目录
source mlss-sql.sql