Rust Dataframe

Open-source Rust projects categorized as Dataframe
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Rust Python Arrow Big Data SQL
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Top 9 Rust Dataframe Projects

Dataframe

  1. polars

    Dataframes powered by a multithreaded, vectorized query engine, written in Rust

    Project mention: Using Polars in Rust for high-performance data analysis | dev.to | 2024-10-30

    If you want to get into Polars, the library is very well documented, and I’d recommend you check out their getting started tutorial, their API docs, and when you’re all set up, you can also check out their Cookbooks to learn about many of the standard operations within Polars.

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  3. datafusion

    Apache DataFusion SQL Query Engine

    Project mention: Apache Datafusion – An extensible query engine in Rust that uses Apache Arrow | news.ycombinator.com | 2025-04-15

  4. Daft

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

    Project mention: Lessons Learned from Scaling to Multi-Terabyte Datasets | news.ycombinator.com | 2024-06-20

    https://github.com/Eventual-Inc/Daft Is also great at these types of workloads since it’s both distributed and vectorized!

  5. connector-x

    Fastest library to load data from DB to DataFrames in Rust and Python

    Project mention: ConnectorX: Accelerating Data Loading From Databases to Dataframes | news.ycombinator.com | 2025-03-17

  6. tidy-viewer

    📺(tv) Tidy Viewer is a cross-platform CLI csv pretty printer that uses column styling to maximize viewer enjoyment.

  7. datafusion-ballista

    Apache DataFusion Ballista Distributed Query Engine

    Project mention: DataFusion Comet: Apache Spark Accelerator | news.ycombinator.com | 2024-05-31

    But why. Just ditch Spark and use https://github.com/apache/datafusion-ballista directly.

  8. Peroxide

    Rust numeric library with high performance and friendly syntax

  9. InfluxDB

    InfluxDB high-performance time series database. Collect, organize, and act on massive volumes of high-resolution data to power real-time intelligent systems.

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  10. myval

    Lightweight Apache Arrow data frame for Rust

  11. ux-dataflow

    UX-Dataflow is a streaming capable data multiplexer that allows you to aggregate data and then process it using a Chain of Responsibility design pattern.

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

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Index

What are some of the best open-source Dataframe projects in Rust? This list will help you:

# Project Stars
1 polars 33,298
2 datafusion 7,071
3 Daft 2,759
4 connector-x 2,221
5 tidy-viewer 2,093
6 datafusion-ballista 1,728
7 Peroxide 611
8 myval 64
9 ux-dataflow 9

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