raster-frames vs Jupyter Scala

raster-frames

By s22s

Big Data

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Jupyter Scala

A Scala kernel for Jupyter (by almond-sh)

Big Data Jupyter Scala jupyter-notebook REPL jupyter-kernels Spark spark-sql

Source Code

almond.sh

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raster-frames		Jupyter Scala
	Project
-	Mentions	6
21	Stars	1,562
-	Growth	0.0%
0.0	Activity	9.0
-	Latest Commit	15 days ago
Scala	Language	Scala
-	License	BSD 3-clause "New" or "Revised" License

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.

raster-frames

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

We haven't tracked posts mentioning raster-frames yet.
Tracking mentions began in Dec 2020.

Jupyter Scala

Posts with mentions or reviews of Jupyter Scala. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-05.

💐 Making VSCode itself a Java REPL 🔁
2 projects | /r/java | 5 Sep 2022

Checkout almond
A Python-compatible statically typed language erg-lang/erg
27 projects | news.ycombinator.com | 13 Aug 2022
EDA libraries for Scala and Spark?
3 projects | /r/scala | 23 Jun 2021

What about https://github.com/alexarchambault/plotly-scala and https://almond.sh/
Is there any editor or IDE that supports Ammonite with inline dependencies?
2 projects | /r/scala | 10 Mar 2021

I use Almond in JupyterLab, which has pretty solid code completion. In IntelliJ, you can create a scratch sc file and run lines of it in the Scala REPL. That's really convenient for code completion and I normally will use that when I'm testing something from a specific project.
Recommended option for "Java with different syntax"?
3 projects | /r/java | 3 Mar 2021

The UI part. There's only the scala REPL. I think the closest is a scala kernel for Jupyter notebooks, check this out: https://almond.sh/
An SQL Solution for Jupyter
6 projects | news.ycombinator.com | 9 Feb 2021

We have used https://almond.sh/ to create a Spark SQL interpreter using Jupyter Notebooks - plus a whole lot more which you can see here: https://arc.tripl.ai/tutorial
After seeing many companies writing ETL using code we decided it was too hard to manage at scale so provided this abstraction layer - which is heavily centered around expressing business logic in SQL - to standardise development (JupyterLab) and allow rapid deployments.

What are some alternatives?

When comparing raster-frames and Jupyter Scala you can also consider the following projects:

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

sparkmagic - Jupyter magics and kernels for working with remote Spark clusters

Gearpump - Lightweight real-time big data streaming engine over Akka

Metals - Scala language server with rich IDE features 🚀

Vegas - The missing MatPlotLib for Scala + Spark

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

Apache Flink - Apache Flink

Hail - Cloud-native genomic dataframes and batch computing

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.

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