Automated EKS
Project description
Welcome!
Kubify OS, Version: 9002.0.1
Well hello there! Welcome to Kubify. The Turn-Key MLOps Stack.
Who is this for?
Data Scientists/Devs/DevOps who want self service.
To rapid develop many services/models fast simultaneously on full real environment.
Why?
Because Docker-Compose and Terraform are 2 different tools, so I fixed it.
First class rapid testing, all your services listening for folder changes, so you can code fast, really fast.
If it works on your laptop, it works in prod.
How?
DevEx First Class Ideology
FUTUREOFDEVOPS9000
Usage?
See USAGE.rst
Infra Diagram?
See terraform/README.rst
LOGO
Magic? Yes. Pure Magic.
Who are you?
I have a ton of MLOps and DevOps experience.
Please contribute!
We all want self service turn key. It has arrived. No more K8s pains. Please contribute.
FUTUREOFDEVOPS9001
To use the python package
You can import kubify (we ship to PyPi), and then you can override any folder (such as terraform or services folders) by having folder with the same name in your repo.
See ./examples/simple for Python Package usage example.
To run this repo directly
To contribute to Kubify Open Source (and I hope you do), then clone this repo and:
make cloud cloud=[aws|gcp|azure]
make local
make local start-all
make local [service]
All the dependant services will start and will listen for code changes as well. Efficiently edit the entire codebase.
To install directly on workstation
To install directly on your workstation (instead of just using the container):
apple: make mac
ubuntu, debian and other debian-based: make deb
rhel, centos and other epel-based: make epel
Environment Isolation
Security Minute: You should not give prod access to anyone (but devs need to debug urgent issue in prod). How?
cd services/example-node-complex-svc
make local prod
What Just Happened?
You are hot patching many services locally (and with the full real environment) without access to data, but with the full real prod! Kubernetes can be amazing, and it is, with Kubify..
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