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README.md

🌪️ Vortex

📚 Documentation | 📊 Performance Benchmarks

Overview

Vortex is a next-generation columnar file format and toolkit designed for high-performance data analytics. It provides:

  • ⚡️ Blazing Fast Performance

    • 100-200x faster random access reads than Apache Parquet
    • 2-10x faster scans with similar compression ratios and write throughput
    • Efficient support for wide tables with zero-copy/zero-parse metadata
  • 🔧 Extensible Architecture

    • Modeled after Apache DataFusion's extensible approach
    • Pluggable encoding system
    • Zero-copy compatibility with Apache Arrow

Project Information

License

Licensed under the Apache License, Version 2.0

Governance

Vortex is an independent open-source project and not controlled by any single company. The Vortex Project is a sub-project of the Linux Foundation Projects. The governance model is documented in CONTRIBUTING.md and is subject to the terms of the Technical Charter.

Contributing

See CONTRIBUTING.md for guidelines.

Acknowledgments 🏆

This project builds upon groundbreaking work from the academic and open-source communities:

Key Research Papers

  • BtrBlocks - Efficient columnar compression
  • FastLanes - High-performance integer compression
  • FSST - Fast random access string compression
  • ALP - Adaptive lossless floating-point compression
  • Procella - YouTube's unified data system
  • Cloud Object Storage Analytics - High-performance analytics
  • ClickHouse - Fast analytics for everyone

Open Source Inspiration

  • Apache Arrow & Apache DataFusion
  • parquet2 by Jorge Leitao
  • DuckDB
  • Velox & Nimble

Trademarks

Copyright © Vortex a Series of LF Projects, LLC For web site terms of use, trademark policy and other project policies please see https://lfprojects.org


Thanks to all contributors who have shared their knowledge and code with the community! 🚀

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  1. vortex vortex Public

    An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file format. Formerly at @spiraldb, now an Incubation Stage project at LFAI&Data, part of the Linux…

    Rust 3.3k 259

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  • vortex Public

    An extensible, state-of-the-art framework for columnar compression, and the fastest FOSS columnar file format. Formerly at @spiraldb, now an Incubation Stage project at LFAI&Data, part of the Linux Foundation.

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    vortex-data/vortex's past year of commit activity
    Rust 3,316 Apache-2.0 259 241 (4 issues need help) 203 Updated Nov 12, 2026
  • vortex-datafusion-cli Public

    CLI tool to run DataFusion benchmarks on Vortex data

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    vortex-data/vortex-datafusion-cli's past year of commit activity
    Rust 0 Apache-2.0 0 1 5 Updated Nov 12, 2026
  • ClickBench Public Forked from ClickHouse/ClickBench

    ClickBench: a Benchmark For Analytical Databases

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    vortex-data/ClickBench's past year of commit activity
    Shell 0 338 0 0 Updated Nov 12, 2026
  • vortex.dev Public

    Source code for https://vortex.dev

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    vortex-data/vortex.dev's past year of commit activity
    TypeScript 6 Apache-2.0 1 1 1 Updated Nov 11, 2026
  • duckdb-vortex Public

    DuckDB extension allowing reading/writing of vortex files

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    vortex-data/duckdb-vortex's past year of commit activity
    CMake 54 MIT 9 1 2 Updated Nov 9, 2026
  • benchmarks-website Public archive

    Benchmark Results for Vortex

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    vortex-data/benchmarks-website's past year of commit activity
    TypeScript 0 0 0 0 Updated Oct 20, 2026
  • rfcs Public

    Project RFCs and discussions

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    vortex-data/rfcs's past year of commit activity
    TypeScript 2 CC0-1.0 1 0 16 Updated Oct 5, 2026
  • ducklake Public

    Ducklake with Vortex support

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    vortex-data/ducklake's past year of commit activity
    C++ 2 MIT 0 0 2 Updated Sep 22, 2026
  • datasets Public

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    vortex-data/datasets's past year of commit activity
    Python 0 0 1 2 Updated Sep 1, 2026
  • cudf-test-harness Public

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    vortex-data/cudf-test-harness's past year of commit activity
    C++ 0 Apache-2.0 0 0 1 Updated Jun 17, 2026
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