Scalding vs Summingbird

Scalding

A Scala API for Cascading (by twitter)

Big Data

Source Code

twitter.com

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Summingbird

Streaming MapReduce with Scalding and Storm (by twitter)

Big Data

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Scalding		Summingbird
	Project
-	Mentions	1
3,471	Stars	2,118
0.1%	Growth	-
2.5	Activity	1.7
11 months ago	Latest Commit	over 2 years ago
Scala	Language	Scala
Apache License 2.0	License	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.

Scalding

Posts with mentions or reviews of Scalding. We have used some of these posts to build our list of alternatives and similar projects.

We haven't tracked posts mentioning Scalding yet.
Tracking mentions began in Dec 2020.

Summingbird

Posts with mentions or reviews of Summingbird. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-10-01.

Pelikan, Twitter‘s framework for building caches
3 projects | news.ycombinator.com | 1 Oct 2022

I like this bird pun. Another project at Twitter with a bird pun for a name: Summingbird.
https://github.com/twitter/summingbird

What are some alternatives?

When comparing Scalding and Summingbird you can also consider the following projects:

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

Deeplearning4j - Suite of tools for deploying and training deep learning models using the JVM. Highlights include model import for keras, tensorflow, and onnx/pytorch, a modular and tiny c++ library for running math code and a java based math library on top of the core c++ library. Also includes samediff: a pytorch/tensorflow like library for running deep learning using automatic differentiation.

Apache Flink - Apache Flink

spark-deployer - Deploy Spark cluster in an easy way.

Hail - Cloud-native genomic dataframes and batch computing

Scrunch - Mirror of Apache Crunch (Incubating)

Reactive-kafka - Alpakka Kafka connector - Alpakka is a Reactive Enterprise Integration library for Java and Scala, based on Reactive Streams and Akka.

metorikku - A simplified, lightweight ETL Framework based on Apache Spark

Scio - A Scala API for Apache Beam and Google Cloud Dataflow.

GridScale - Scala library for accessing various file, batch systems, job schedulers and grid middlewares.