cylon VS vega-loader-arrow

Compare cylon vs vega-loader-arrow and see what are their differences.

cylon

Cylon is a fast, scalable, distributed memory, parallel runtime with a Pandas like DataFrame. (by cylondata)
Data Join shuffle Dataframe dataframes-api Mpi Deep Learning preprocessing
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cylondata.org
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vega-loader-arrow

Data loader for the Apache Arrow format. (by vega)
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cylon vega-loader-arrow
3 1
293 53
1.0% -
4.8 7.6
4 days ago 22 days ago
C++ JavaScript
Apache License 2.0 BSD 3-clause "New" or "Revised" License
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.

cylon

Posts with mentions or reviews of cylon. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-01-25.
  • Data Parallel Pipeline/MapReduce in C++?
    2 projects | /r/cpp | 25 Jan 2023
    There's also https://cylondata.org/ which is more of a Pandas approach.
  • Cylon: DataFrames for MPI!
    1 project | /r/dataengineering | 21 Apr 2021
    I'd like to introduce Cylon, a fast, scalable, distributed-memory-parallel runtime. From v0.4 release onward, Cylon introduces a "Pandas-like DataFrames for MPI environments"! It is now available Cylon v0.4.0! :-) This is, by far our most significant release.
  • Apache Arrow 3.0.0 Release
    10 projects | news.ycombinator.com | 3 Feb 2021
    Cudf and Cylon are two execution engines natively supporting Arrow format https://github.com/rapidsai/cudf https://github.com/cylondata/cylon

vega-loader-arrow

Posts with mentions or reviews of vega-loader-arrow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-03.
  • Apache Arrow 3.0.0 Release
    10 projects | news.ycombinator.com | 3 Feb 2021
    Not sure I follow, that page indicates that JS support is pretty good for all but the more obscure features (e.g. decimals) and doesn't mention data visualization at all? Anyhow, I've successfully used https://github.com/vega/vega-loader-arrow for in-browser plots before, and Observable has a fair few notebooks showing how to use the JS API (e.g. https://observablehq.com/@theneuralbit/introduction-to-apach...)

What are some alternatives?

When comparing cylon and vega-loader-arrow you can also consider the following projects:

Apache Arrow - Apache Arrow is a multi-language toolbox for accelerated data interchange and in-memory processing

perspective - A data visualization and analytics component, especially well-suited for large and/or streaming datasets.

arquero - Query processing and transformation of array-backed data tables.

arrow-julia - Official Julia implementation of Apache Arrow

go-py-arrow-bridge - Bridge between Go and Python to facilitate zero-copy using Apache Arrow

ClickHouse - ClickHouse® is a free analytics DBMS for big data

cylon vs Apache Arrow vega-loader-arrow vs perspective cylon vs arquero vega-loader-arrow vs arquero cylon vs perspective vega-loader-arrow vs Apache Arrow cylon vs arrow-julia vega-loader-arrow vs arrow-julia cylon vs go-py-arrow-bridge vega-loader-arrow vs go-py-arrow-bridge cylon vs ClickHouse vega-loader-arrow vs ClickHouse