# Kubeflow

### 官方网站

{% embed url="<https://www.kubeflow.org/>" %}

### 项目地址

{% embed url="<https://github.com/kubeflow/kubeflow>" %}

### 快速开始

#### 本地部署

1、安装 VSCode

2、安装 Jupyter 插件

3、在创建 .ipynb 文件后，会有弹窗提示安装相应依赖，点击确认安装即可

#### k8s部署

1、环境准备

* k8s v1.22.8 (配置默认StorageClass)
* kustomize 3.2.0
* kubectl v1.22.8

2、拉取部署脚本

```bash
mkdir /opt/kubeflow && cd /opt/kubeflow
wget https://github.com/kubeflow/manifests/archive/refs/tags/v1.6.1.tar.gz
tar -zxvf v1.6.1.tar.gz && cd v1.6.1
```

由于kubeflow部署过程中需要使用到外网镜像，建议先将使用到的镜像拉取到本地仓库中，然后修改kustomization.yaml 文件，配置 images 项修改镜像名

> 同步外网镜像可参考 <https://github.com/wujie1993/mirrors>

3、一键部署

```
while ! kustomize build example | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done
```


---

# Agent Instructions: Querying This Documentation

If you need additional information that is not directly available in this page, you can query the documentation dynamically by asking a question.

Perform an HTTP GET request on the current page URL with the `ask` query parameter:

```
GET https://viva.gitbook.io/project/ji-qi-xue-xi/kubeflow.md?ask=<question>
```

The question should be specific, self-contained, and written in natural language.
The response will contain a direct answer to the question and relevant excerpts and sources from the documentation.

Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.