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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 230 38 Updated Jul 8, 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 a Linux Foundation project.

Rust 1,330 47 Updated Jul 14, 2025

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

Java 1,699 531 Updated Jul 14, 2025

Apache PyIceberg

Python 805 326 Updated Jul 10, 2025

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

Nim 880 43 Updated Nov 24, 2023

Distributed query engine providing simple and reliable data processing for any modality and scale

Rust 3,101 235 Updated Jul 14, 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 23 Updated Dec 29, 2023

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

Python 10,223 664 Updated Jul 9, 2025

Ray-based Apache Beam runner

Python 42 12 Updated Aug 30, 2023

A low-latency, cloud-native KVS

C++ 705 106 Updated Apr 7, 2021

A toolkit to run Ray applications on Kubernetes

Go 1,880 564 Updated Jul 13, 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 28,504 1,974 Updated Jul 14, 2025

A Python implementation of Amazon Ion.

Python 265 47 Updated Jul 7, 2025

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

Java 24,295 4,249 Updated Jul 14, 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 37,993 6,591 Updated Jul 14, 2025
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