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A portable Pythonic Data Lakehouse powered by Ray that brings exabyte-level scalability and fast, ACID-compliant, change-data-capture to your ML and analytics workloads.

Python 213 35 Updated May 20, 2025

A decentralized scalar timestamp scheme

C++ 16 3 Updated Apr 12, 2021

An extensible, state of the art columnar file format. Formerly at @spiraldb, now part of the Linux Foundation.

Rust 1,253 43 Updated May 20, 2025

World's most powerful open data catalog for building a high-performance, geo-distributed and federated metadata lake.

Java 1,498 457 Updated May 20, 2025 A912

Apache PyIceberg

Python 737 288 Updated May 20, 2025

A vendor neutral GPU multiplexing tool driven by VFIO & YAML.

Nim 871 43 Updated Nov 24, 2023

Distributed data engine for Python/SQL designed for the cloud, powered by Rust

Rust 2,849 210 Updated May 20, 2025

Tracking Ray Enhancement Proposals

53 28 Updated Apr 4, 2025

Staging area for ongoing enhancements to Ray focused on improving integration with AWS and other Amazon technologies.

Python 66 22 Updated Dec 29, 2023

Modin: Scale your Pandas workflows by changing a single line of code

Python 10,163 664 Updated May 20, 2025

Ray-based Apache Beam runner

Python 42 12 Updated Aug 30, 2023

A low-latency, cloud-native KVS

C++ 703 106 Updated Apr 7, 2021

A toolkit to run Ray applications on Kubernetes

Go 1,757 538 Updated May 20, 2025
Python 9 1 Updated Dec 14, 2018

Convenient pyarrow operations following the Pandas API

Python 44 6 Updated Jan 30, 2022

Secure and fast microVMs for serverless computing.

Rust 27,928 1,936 Updated May 20, 2025

A Python implementation of Amazon Ion.

Python 265 47 Updated May 19, 2025

a fast, scalable, multi-language and extensible build system

Java 24,080 4,218 Updated May 20, 2025

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

Python 37,119 6,299 Updated May 20, 2025
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