A data science operating platform that literally works ;)

For everyone, from startups to the largest companies.

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Table of contents

• Table of contents
• Anymlops
  • Cloud Providers ☁️
• Installation 💻
  • Pre-requisites
  • Install Anymlops
• Usage 🚀
• Code of Conduct 📖
• License

Automated data science platform. From JupyterHub to Cloud environments with Dask Gateway.

Anymlops is an open source data science platform that enables enterprises to build and maintain cost-effective and scalable compute platforms on Kubernetes at day 0.

Anymlops

The Kubernetes version of Anymlops uses Terraform, Helm, and GitHub Actions.

• The infrastructure's construction, modifications, and version control are managed by Terraform.
• Kubernetes resources can be defined, installed, and maintained using Helm.
• The automatic creation of commits upon rendering the configuration file (anymlops-config.yaml) and initiation of deployment action is facilitated by GitHub Actions.

At Anymlops, we're all about making things easy for you! That's why you don't need to worry about understanding any of the technical jargon we've mentioned. Our goal is to ensure your project is deployed smoothly and successfully, without any fuss on your end.

Cloud Providers ☁️

Anymlops offers out-of-the-box support for the major public cloud providers: Digital Ocean, Amazon AWS, GCP, and Microsoft Azure.

Installation 💻

Pre-requisites

• Operating System: Currently, Anymlops supports development on Linux and Macos operating systems. Windows is NOT supported yet.
• You need Python >= 3.7 on your local machine or virtual environment to work on Anymlops.
• Virtual environments are our first class citizens. (conda, pipenv or venv) is also encouraged.

Install Anymlops

To install Anymlops type the following commands in your command line:

• Install using conda:

  conda install -c conda-forge anymlops
  
  # if you prefer using mamba
  mamba install -c conda-forge anymlops
  

• Install using pip:

  pip install anymlops
  

Once finished, you can check Anymlops's version (and additional CLI arguments) by typing:

anymlops --help

If successful, the CLI output will be similar to the following:

usage: anymlops [-h] [-v] {deploy,destroy,render,init,validate} ...

Anymlops command line

positional arguments:
  {deploy,destroy,render,init,validate}
                        Anymlops

optional arguments:
  -h, --help            show this help message and exit
  -v, --version         Anymlops version

Usage 🚀

To ensure a seamless and fully automated deployment with Anymlops, you must configure multiple environment variables. Obtain the required variables by consulting the [Anymlops Get started documentation][docs-get-started].

After collecting the necessary credentials, establish them as UNIX environment variables. With this step complete, you'll be able to deploy Anymlops in mere minutes.

For detailed step-by-step instructions on how to deploy Anymlops, check the [Anymlops documentation][docs-deploy].

Code of Conduct 📖

To guarantee a welcoming and friendly community, we require all community members to follow our Code of Conduct.

License

Anymlops is BSD3 licensed.