Jupyter Scala VS sparkmagic

Compare Jupyter Scala vs sparkmagic and see what are their differences.

Our great sponsors
  • InfluxDB - Power Real-Time Data Analytics at Scale
  • WorkOS - The modern identity platform for B2B SaaS
  • SaaSHub - Software Alternatives and Reviews
Jupyter Scala sparkmagic
6 4
1,562 1,281
0.4% 0.7%
9.2 7.8
3 days ago 14 days ago
Scala Python
BSD 3-clause "New" or "Revised" License 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.

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.

sparkmagic

Posts with mentions or reviews of sparkmagic. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-06-05.
  • Doing ML works in AWS. Need help installing cartopy
    2 projects | /r/aws | 5 Jun 2023
    Please file an issue at https://github.com/jupyter-incubator/sparkmagic
  • Ask HN: Who's an open source maintainer/project that needs sponsorship or help?
    10 projects | news.ycombinator.com | 28 Feb 2023
    I maintain several open source projects, most notably:

    Sparkmagic (https://github.com/jupyter-incubator/sparkmagic)

    Sparkmagic provides jupyter magics and kernels for working with remote Spark clusters. It's used by thousands of developers and companies like Pinterest, Amazon, more!

    I've been maintaining for the past few years and would love help!

    KSOPS (https://github.com/viaduct-ai/kustomize-sops)

    KSOPS, or kustomize-SOPS, is a kustomize KRM exec plugin for SOPS encrypted resources. KSOPS can be used to decrypt any Kubernetes resource, but is most commonly used to decrypt encrypted Kubernetes Secrets and ConfigMaps. As a kustomize plugin, KSOPS allows you to manage, build, and apply encrypted manifests the same way you manage the rest of your Kubernetes manifests.

    KSOPS is the most popular kustomize plugin and I'd love help maintaining and improving it from out GitOps fanatics.

  • Spark is lit once again
    6 projects | dev.to | 29 Oct 2021
    Things get a bit more complicated on interactive sessions. We've created Sparkmagic compatible REST API so that Sparkmagic kernel could communicate with Lighter the same way as it does with Apache Livy. When a user creates an interactive session Lighter server submits a custom PySpark application which contains an infinite loop which constantly checks for new commands to be executed. Each Sparkmagic command is saved on Java collection, retrieved by the PySpark application through Py4J Gateway and executed.
  • An SQL Solution for Jupyter
    6 projects | news.ycombinator.com | 9 Feb 2021
    Jupyter would be even better if it supported the seamless combination of Python and SQL code cells.

    My notebook code typically involves a data prep stage with querying a SQL database, then downloading into Python for more complex analysis, ML modelling, integration with external data sources, etc. So the notebook has a Python kernel with SQL usually as embedded """-quoted strings.

    Does anyone have a solution to treating selected code cells as SQL - with SQL highlighting and tooltips - exposed as string variables to the Python code?

    Sparkmagic [1] does part of this for Python/SQL/Spark interoperability, but as far as I recall, doesn't support SQL syntax highlighting.

    [1] https://github.com/jupyter-incubator/sparkmagic

What are some alternatives?

When comparing Jupyter Scala and sparkmagic you can also consider the following projects:

lighter - REST API for Apache Spark on K8S or YARN

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

Metals - Scala language server with rich IDE features 🚀

Apache Flink - Apache Flink

Vegas - The missing MatPlotLib for Scala + Spark

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.

plotly-scala - Scala bindings for plotly.js

Hail - Cloud-native genomic dataframes and batch computing

delta - An open-source storage framework that enables building a Lakehouse architecture with compute engines including Spark, PrestoDB, Flink, Trino, and Hive and APIs

Sparkta - Real Time Analytics and Data Pipelines based on Spark Streaming

BIDMach - CPU and GPU-accelerated Machine Learning Library