Rust Dataframe

Open-source Rust projects categorized as Dataframe

Top 9 Rust Dataframe Projects

  • polars

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

    Project mention: Polars releases v1.0.0 – a Pandas alternative | news.ycombinator.com | 2024-07-01
  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo
  • datafusion

    Apache DataFusion SQL Query Engine

    Project mention: Why you should keep an eye on Apache DataFusion and its community. | dev.to | 2024-07-08

    In case you don't know what Apache DataFusion is, here's the high-level blurb.

  • tidy-viewer

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

    Project mention: Csvlens: Command line CSV file viewer. Like less but made for CSV | news.ycombinator.com | 2024-01-06
  • Daft

    Distributed DataFrame for Python 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!

  • connector-x

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

    Project mention: How moving from Pandas to Polars made me write better code without writing better code | dev.to | 2024-03-05

    This was originally a blocker, however, we managed to set up a multi-stage Docker build to build from source. Here is the Github issue where we, along with community members, managed to solve it.

  • 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.

  • Peroxide

    Rust numeric library with R, MATLAB & Python syntax

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

    SaaSHub logo
  • myval

    Lightweight Apache Arrow data frame for Rust

  • 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 27,837
2 datafusion 5,538
3 tidy-viewer 2,040
4 Daft 1,878
5 connector-x 1,860
6 datafusion-ballista 1,393
7 Peroxide 469
8 myval 61
9 ux-dataflow 9

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