Apache Arrow VS RabbitMQ

Compare Apache Arrow vs RabbitMQ and see what are their differences.

Apache Arrow

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

RabbitMQ

Open source RabbitMQ: core server and tier 1 (built-in) plugins (by rabbitmq)
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Apache Arrow RabbitMQ
75 91
13,338 11,489
2.0% 1.4%
10.0 10.0
5 days ago 5 days ago
C++ Starlark
Apache License 2.0 GNU General Public License v3.0 or later
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.

Apache Arrow

Posts with mentions or reviews of Apache Arrow. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-05.
  • How moving from Pandas to Polars made me write better code without writing better code
    2 projects | dev.to | 5 Mar 2024
    In comes Polars: a brand new dataframe library, or how the author Ritchie Vink describes it... a query engine with a dataframe frontend. Polars is built on top of the Arrow memory format and is written in Rust, which is a modern performant and memory-safe systems programming language similar to C/C++.
  • From slow to SIMD: A Go optimization story
    10 projects | news.ycombinator.com | 23 Jan 2024
    I learned yesterday about GoLang's assembler https://go.dev/doc/asm - after browsing how arrow is implemented for different languages (my experience is mainly C/C++) - https://github.com/apache/arrow/tree/main/go/arrow/math - there are bunch of .S ("asm" files) and I'm still not able to comprehend how these work exactly (I guess it'll take more reading) - it seems very peculiar.

    The last time I've used inlined assembly was back in Turbo/Borland Pascal, then bit in Visual Studio (32-bit), until they got disabled. Then did very little gcc with their more strict specification (while the former you had to know how the ABI worked, the latter too - but it was specced out).

    Anyway - I wasn't expecting to find this in "Go" :) But I guess you can always start with .go code then produce assembly (-S) then optimize it, or find/hire someone to do it.

  • Time Series Analysis with Polars
    2 projects | dev.to | 10 Dec 2023
    One is related to the heritage of being built around the NumPy library, which is great for processing numerical data, but becomes an issue as soon as the data is anything else. Pandas 2.0 has started to bring in Arrow, but it's not yet the standard (you have to opt-in and according to the developers it's going to stay that way for the foreseeable future). Also, pandas's Arrow-based features are not yet entirely on par with its NumPy-based features. Polars was built around Arrow from the get go. This makes it very powerful when it comes to exchanging data with other languages and reducing the number of in-memory copying operations, thus leading to better performance.
  • TXR Lisp
    2 projects | news.ycombinator.com | 8 Dec 2023
    IMO a good first step would be to use the txr FFI to write a library for Apache arrow: https://arrow.apache.org/
  • 3D desktop Game Engine scriptable in Python
    5 projects | news.ycombinator.com | 1 Nov 2023
    https://www.reddit.com/r/O3DE/comments/rdvxhx/why_python/ :

    > Python is used for scripting the editor only, not in-game behaviors.

    > For implementing entity behaviors the only out of box ways are C++, ScriptCanvas (visual scripting) or Lua. Python is currently not available for implementing game logic.

    C++, Lua, and Python all implement CFFI (C Foreign Function Interface) for remote function and method calls.

    "Using CFFI for embedding" https://cffi.readthedocs.io/en/latest/embedding.html :

    > You can use CFFI to generate C code which exports the API of your choice to any C application that wants to link with this C code. This API, which you define yourself, ends up as the API of a .so/.dll/.dylib library—or you can statically link it within a larger application.

    Apache Arrow already supports C, C++, Python, Rust, Go and has C GLib support Lua:

    https://github.com/apache/arrow/tree/main/c_glib/example/lua :

    > Arrow Lua example: All example codes use LGI to use Arrow GLib based bindings

    pyarrow.from_numpy_dtype:

  • Show HN: Udsv.js – A faster CSV parser in 5KB (min)
    3 projects | news.ycombinator.com | 4 Sep 2023
  • Interacting with Amazon S3 using AWS Data Wrangler (awswrangler) SDK for Pandas: A Comprehensive Guide
    5 projects | dev.to | 20 Aug 2023
    AWS Data Wrangler is a Python library that simplifies the process of interacting with various AWS services, built on top of some useful data tools and open-source projects such as Pandas, Apache Arrow and Boto3. It offers streamlined functions to connect to, retrieve, transform, and load data from AWS services, with a strong focus on Amazon S3.
  • Cap'n Proto 1.0
    10 projects | news.ycombinator.com | 28 Jul 2023
    Worker should really adopt Apache Arrow, which has a much bigger ecosystem.

    https://github.com/apache/arrow

  • C++ Jobs - Q3 2023
    3 projects | /r/cpp | 4 Jul 2023
    Apache Arrow
  • CSV or Parquet File Format
    3 projects | /r/Python | 1 Jun 2023
    In fact I have asked Apache Github how to read select column of particular row group of a parquet file. https://github.com/apache/arrow/issues/35688

RabbitMQ

Posts with mentions or reviews of RabbitMQ. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-12-03.
  • A Developer's Journal: Simplifying the Twelve-Factor App
    9 projects | dev.to | 3 Dec 2023
    Messaging/Queueing Systems (Amazon SQS, RabbitMQ, Beanstalkd)
  • FastStream: Python's framework for Efficient Message Queue Handling
    11 projects | dev.to | 16 Oct 2023
    Later, we discovered Propan, a library created by Nikita Pastukhov, which solved similar problems but for RabbitMQ. Recognizing the potential for collaboration, we joined forces with Nikita to build a unified library that could work seamlessly with both Kafka and RabbitMQ. And that's how FastStream came to be—a solution born out of the need for simplicity and efficiency in microservices development.
  • The Complete Microservices Guide
    17 projects | dev.to | 21 Sep 2023
    Inter-Service Communication: Middleware provides communication channels and protocols that enable microservices to communicate with each other. This can include message brokers like RabbitMQ, Apache Kafka, RPC frameworks like gRPC, or RESTful APIs.
  • Project Structure Review [.Net] [Console]
    2 projects | /r/PinoyProgrammer | 19 Sep 2023
    This is an implementation of pub/sub. The publisher is on a separate project. The message broker is Azure Service Bus. We use NServiceBus for code implementation. I use rabbitMQ broker for local tests. Nothing I can do about the tech stack. This is more of a high level single project structure review 😅
  • The Role of Queues in Building Efficient Distributed Applications
    4 projects | dev.to | 10 Aug 2023
    RabbitMQ is a robust and highly configurable open-source message broker that implements the Advanced Message Queuing Protocol (AMQP).
  • Should I chain calls in backend?
    2 projects | /r/node | 30 Jun 2023
    When using third-party services, especially within a "transaction", it's often a good idea to use a persistent Message Queue (MQ) system like RabbitMQ. Go through all their tutorials to get a really good understanding of how message queues work and how they can be used to solve your problem.
  • Node still seems better than python after all this time for web server speed but..
    3 projects | /r/node | 20 Jun 2023
  • Delayed events pattern, no more crons
    2 projects | dev.to | 8 Jun 2023
    The best technical solution to provide the event queues is to use a message-broker technology like RabbitMQ.
  • Exploring Async PHP
    6 projects | dev.to | 31 May 2023
    The use of queues such as Amazon SQS, RabbitMQ or Apache Kafka has been a widely accepted solution for some time.
  • Best way to schedule events and handle them in the future?
    9 projects | /r/golang | 25 May 2023
    You're better off with something really, really straightforward, like AWS Simple Queue Service or SQS or RabbitMQ, which are two very popular message queues. (The "MQ" part means Message Queue, in case that wasn't obvious). There are a lot of these out there, including ActiveMQ, IronMQ, and others. Pick the one that makes the most sense to you.

What are some alternatives?

When comparing Apache Arrow and RabbitMQ you can also consider the following projects:

NATS - High-Performance server for NATS.io, the cloud and edge native messaging system.

mosquitto - Eclipse Mosquitto - An open source MQTT broker

MediatR - Simple, unambitious mediator implementation in .NET

nsq - A realtime distributed messaging platform

Airflow - Apache Airflow - A platform to programmatically author, schedule, and monitor workflows

BeanstalkD - Beanstalk is a simple, fast work queue.

rq - Simple job queues for Python

h5py - HDF5 for Python -- The h5py package is a Pythonic interface to the HDF5 binary data format.

vernemq - A distributed MQTT message broker based on Erlang/OTP. Built for high quality & Industrial use cases. The VerneMQ mission is active & the project maintained. Thank you for your support!

Apache Spark - Apache Spark - A unified analytics engine for large-scale data processing

Apache Qpid - Mirror of Apache Qpid

FlatBuffers - FlatBuffers: Memory Efficient Serialization Library