cylon VS mr4c

Compare cylon vs mr4c and see what are their differences.

cylon

Cylon is a fast, scalable, distributed memory, parallel runtime with a Pandas like DataFrame. (by cylondata)
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cylon mr4c
3 1
293 911
0.7% -
4.8 10.0
3 days ago over 4 years ago
C++ Java
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

mr4c

Posts with mentions or reviews of mr4c. 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
    The big cloud platforms all have frameworks for data parallel pipelines, but (I think?) not in C++. I've looked at Hadoop pipes and MR4C. Both have advantages/disadvantages. Any other suggestions?

What are some alternatives?

When comparing cylon and mr4c 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.

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.

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