Apache Spark VS mrjob

Compare Apache Spark vs mrjob and see what are their differences.

Apache Spark

Apache Spark - A unified analytics engine for large-scale data processing (by apache)

mrjob

Run MapReduce jobs on Hadoop or Amazon Web Services (by Yelp)
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Apache Spark mrjob
101 1
38,249 2,609
1.0% 0.0%
10.0 0.0
5 days ago about 1 year ago
Scala Python
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.

Apache Spark

Posts with mentions or reviews of Apache Spark. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-03-11.

mrjob

Posts with mentions or reviews of mrjob. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-12-24.

What are some alternatives?

When comparing Apache Spark and mrjob you can also consider the following projects:

Trino - Official repository of Trino, the distributed SQL query engine for big data, formerly known as PrestoSQL (https://trino.io)

luigi - Luigi is a Python module that helps you build complex pipelines of batch jobs. It handles dependency resolution, workflow management, visualization etc. It also comes with Hadoop support built in.

Pytorch - Tensors and Dynamic neural networks in Python with strong GPU acceleration

dumbo - Python module that allows one to easily write and run Hadoop programs.

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

dpark - Python clone of Spark, a MapReduce alike framework in Python

Scalding - A Scala API for Cascading

streamparse - Run Python in Apache Storm topologies. Pythonic API, CLI tooling, and a topology DSL.

py-spy - Sampling profiler for Python programs

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

murmurhash - 💥 Cython bindings for MurmurHash2