YeSuX / automl

AutoML

We're designing the AutoML platform that would make it easy for non-technical people to build custom AI solutions and AI-powered process automation.

Easy-to-use ML platforms leverage the time/value/knowledge trade-off in a genuinely attractive way and allow users with no AI coding skills to optimize day-to-day operations and to solve business issues.

API

API Link: Todo

How Minikube deploys AutoML

AutoML的部署脚本维护在./deploy目录下. 按照以下指南在你本地Minikube上部署AutoML平台.

Prerequisites

开始之前,请确保以下组件安装在你的机器上:

• Docker
• Minikube

安装教程:

Mac OS:

• Docker: https://docs.docker.com/desktop/install/mac-install/

• Minikube: brew install minikube

  • 详细参考:https://minikube.sigs.k8s.io/docs/start/

Linux: Todo

Windows: Todo

Start Deploy

开始部署前,确保启动minikube和获取最新部署文件!!!

启动Minikube: https://minikube.sigs.k8s.io/docs/drivers/docker/

minikube start --driver=docker #使用 docker 驱动启动集群

在automl目录下执行命令:

kubectl apply -f deploy

查看pod,svc,deployment信息:

kubectl get pod,svc,deployment,pv,pvc -n mysql

测试Mysql连接

获取 minikube的 IP 和service的NodePort

minikube service mysql -n mysql --url

使用本地Navicat客户端连接数据库,连接信息:

Host:IP

port:NodePort

用户名:root

密码:root

Test OpenAPI mock server

Run service tunnel

minikube service openapi-mock

Try in your browser

Open in your browser (ensure there is no proxy set)

http://127.0.0.1:TUNNEL_PORT/v1beta1/namespaces/1/datasets

License

Todo