1 版本兼容性

kubeflow与kubernetes的版本兼容性。

2 环境准备

(1)安装kubernetes
(2)安装本地存储的pv和pvc

安装local-path-storageclass
# docker pull rancher/local-path-provisioner:v0.0.11
# docker pull registry.cn-hangzhou.aliyuncs.com/rancher/local-path-provisioner:v0.0.11
# docker tag registry.cn-hangzhou.aliyuncs.com/rancher/local-path-provisioner:v0.0.11 rancher/local-path-provisioner:v0.0.11
# docker rmi registry.cn-hangzhou.aliyuncs.com/rancher/local-path-provisioner:v0.0.11
# kubectl create -f local-path-storage.yaml
# kubectl get sc --all-namespaces

(3)安装docker本地私有仓库

(4)镜像批量处理举例

#!/bin/bash
images=(katib-frontend:v0.1.2-alpha-45-g3dce496 \
spartakus-amd64:v1.0.0  \
jupyterhub-k8s:v20180531-3bb991b1  \
tf_operator:v0.3.0  \
vizier-core:v0.1.2-alpha-45-g3dce496 \
suggestion-bayesianoptimization:v0.1.2-alpha-45-g3dce496 \
suggestion-grid:v0.1.2-alpha-45-g3dce496 \
suggestion-hyperband:v0.1.2-alpha-45-g3dce496 \
suggestion-random:v0.1.2-alpha-45-g3dce496   \
modeldb-backend:v0.2.0        \
centraldashboard:v0.3.0
)
for imageName in ${images[@]} ; do
  docker pull zoux/$imageName
done

3 安装

(1)安装kfctl
#tar -xzvf kfctl_v1.0.2-0-ga476281_linux.tar.gz
#mv kfctl /usr/bin/
#kfctl version
(2)安装kubectl
安装k8s的过程中，已经安装。

(3)文件kfctl_k8s_istio.v1.0.2.yaml

(3-1)下载kfctl_k8s_istio.v1.0.2.yaml和manifests-1.0.2.tar.gz

https://github.com/kubeflow/manifests/blob/master/kfdef/kfctl_k8s_istio.v1.0.2.yaml
https://github.com/kubeflow/manifests/archive/v1.0.2.tar.gz
v1.0.2.tar.gz就是manifests-1.0.2.tar.gz

(3-2)修改配置文件

repos:
  - name: manifests
    uri: https://github.com/kubeflow/manifests/archive/v1.0.2.tar.gz
修改为
 repos:
  - name: manifests
    uri: file:///root/your102/manifests-1.0.2.tar.gz

(4)运行安装

mkdir -p /root/your102
cp kfctl_k8s_istio.v1.0.2.yaml /root/your102
cp manifests-1.0.2.tar.gz /root/your102
kfctl apply -V -f kfctl_k8s_istio.v1.0.2.yaml

(5)安装后需要下载镜像并修改镜像拉取策略重复执行

kfctl apply -V -f kfctl_k8s_istio.v1.0.2.yaml

(6)将安装生成的kustomize文件夹打包拷贝使用

tar -czf kustomizefile.tar.gz /root/your102/kustomize/
以后安装前先解压使用
tar -xzvf kustomizefile.tar.gz -C /root/your102