Columnar Data Format & Processing Framework
2.9k 2026-04-18

vortex-data/vortex

Vortex is a next-generation, high-performance, and extensible columnar file format and toolkit designed for blazing-fast data processing and storage.

Core Features

Blazing Fast Performance (100x faster random access, 10-20x faster scans vs. Parquet)
Extensible Architecture (pluggable encoding, type, compression, layout systems)
Zero-Copy Apache Arrow Integration
Cascading Compression & Optimized Compute Kernels
Neutral Governance under Linux Foundation

Quick Start

uv add vortex-data

Detailed Introduction

Vortex is an advanced, open-source columnar file format and toolkit under the Linux Foundation, engineered for unparalleled performance in data processing. It offers significantly faster read and write operations compared to modern Apache Parquet, while maintaining similar compression ratios. Its extensible architecture allows for custom encoding, compression, and layout strategies, with seamless zero-copy integration with Apache Arrow. Vortex is ideal for building high-performance data systems, especially those backed by object storage, providing a robust foundation for analytics and data engineering workflows.

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