cylon VS go-py-arrow-bridge

Compare cylon vs go-py-arrow-bridge 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
Source Code
cylondata.org
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go-py-arrow-bridge

Bridge between Go and Python to facilitate zero-copy using Apache Arrow (by nickpoorman)
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Source Code
github.com
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cylon go-py-arrow-bridge
3 1
293 18
1.0% -
4.8 0.0
5 days ago almost 5 years ago
C++ Go
Apache License 2.0 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.
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

go-py-arrow-bridge

Posts with mentions or reviews of go-py-arrow-bridge. 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 only in between processes, but also in between languages in a single process. In this POC I spun up a Python interpreter in Go and can pass the Arrow data buffer between processes in constant time. https://github.com/nickpoorman/go-py-arrow-bridge

What are some alternatives?

When comparing cylon and go-py-arrow-bridge you can also consider the following projects:

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

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

arrow-julia - Official Julia implementation of Apache Arrow

vega-loader-arrow - Data loader for the Apache Arrow format.

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

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

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