Lithops

Abstract

1. Introduction

Lithops is a Python multi-cloud distributed computing framework that lets you run unmodified Python code at massive scale across cloud, HPC, and on-premise platforms. It supports major cloud providers and Kubernetes platforms, running your code transparently without requiring you to manage deployment or infrastructure.

Lithops is ideal for highly parallel workloads—such as Monte Carlo simulations, machine learning, metabolomics, or geospatial analytics—and lets you tailor execution to your priorities: you can optimize for performance using AWS Lambda to launch hundreds of functions in milliseconds, or reduce costs by running the same code on AWS Batch with Spot Instances.

Lithops provides an extensible backend architecture for compute and storage, designed to work with various cloud providers and on-premise platforms. You can write your code in Python and run it unmodified across major cloud providers and Kubernetes environments.

2. Objective

A multi-cloud framework for big data analytics and embarrassingly parallel jobs, that provides an universal API for building parallel applications in the cloud ☁️🚀

This project demonstrates how Python, Serverless, Kubernetes can be applied to a real-world Blockchain & Cloud Computing problem.

4. Technology Stack

5. System Requirements

General requirements for this technology stack — check the README for exact versions.

• Python 3.8 or later
• pip / virtualenv for dependencies
• VS Code, PyCharm or Jupyter Notebook
• Git (to clone the repository)

6. Installation & Setup

git clone https://github.com/lithops-cloud/lithops.git
cd lithops

1. Install Lithops from the PyPI repository:
2. Execute a Hello World function:

pip install lithops

lithops hello

Full setup instructions are in the project README.

7. Future Enhancements

Suggested extensions you can add to make this your own project.

• Add a CI/CD pipeline with GitHub Actions
• Deploy to a public test network or cloud free tier
• Add monitoring and cost alerts

8. Viva / Review Questions

Common questions examiners ask for projects in this domain.

1. Why does this problem need a blockchain or cloud-native design?
2. Explain the smart contract / infrastructure components and how they interact.
3. How are gas costs or cloud costs kept under control?
4. How is the system secured (keys, IAM, access control)?
5. How would the solution scale to many more users?

9. Source Code & License

This project is developed by lithops-cloud and published on GitHub under the Apache License 2.0. Please follow the license terms and credit the original author when you use or modify this code.