vaex VS rust-dataframe

Compare vaex vs rust-dataframe and see what are their differences.

vaex

Out-of-Core hybrid Apache Arrow/NumPy DataFrame for Python, ML, visualization and exploration of big tabular data at a billion rows per second 🚀 (by vaexio)
Dataframe Python Bigdata tabular-data Visualization memory-mapped-file hdf5 Machine Learning Machinelearning Data Science pyarrow
Source Code
vaex.io
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rust-dataframe

A Rust DataFrame implementation, built on Apache Arrow (by nevi-me)
Dataframe Rust apache-arrow

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vaex rust-dataframe
7 1
8,178 287
0.1% -
5.4 0.8
about 1 month ago over 3 years ago
Python Rust
MIT License Apache License 2.0
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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vaex

Posts with mentions or reviews of vaex. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-06-03.

rust-dataframe

Posts with mentions or reviews of rust-dataframe. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-03-13.
  • I wrote one of the fastest DataFrame libraries
    6 projects | news.ycombinator.com | 13 Mar 2021
    >Rust DataFrame implementation, built on Apache Arrow

    https://github.com/nevi-me/rust-dataframe

    A bit less mature/feature-complete than polars last time I looked. Does not seem to do anything with on-disk spillover from what I can see. But if you wanted to use Arrow to do that, nevi-me's crate may be a good place to start.

What are some alternatives?

When comparing vaex and rust-dataframe you can also consider the following projects:

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

data.table - R's data.table package extends data.frame:

minimal-pandas-api-for-polars - pip install minimal-pandas-api-for-polars

TypedTables.jl - Simple, fast, column-based storage for data analysis in Julia

visidata - A terminal spreadsheet multitool for discovering and arranging data

gsir-te - Getting Started in R -- Tinyverse Edition

umap - Uniform Manifold Approximation and Projection

lance - Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, with more integrations coming..

db-benchmark - reproducible benchmark of database-like ops

ballista - Distributed compute platform implemented in Rust, and powered by Apache Arrow.

vaex vs polars rust-dataframe vs data.table vaex vs data.table rust-dataframe vs polars vaex vs minimal-pandas-api-for-polars rust-dataframe vs TypedTables.jl vaex vs visidata rust-dataframe vs gsir-te vaex vs umap rust-dataframe vs lance vaex vs db-benchmark rust-dataframe vs ballista