flintrock VS databricks-nutter-repos-demo

Compare flintrock vs databricks-nutter-repos-demo and see what are their differences.

flintrock

A command-line tool for launching Apache Spark clusters. (by nchammas)

databricks-nutter-repos-demo

Demo of using the Nutter for testing of Databricks notebooks in the CI/CD pipeline (by alexott)
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flintrock databricks-nutter-repos-demo
1 2
630 144
- -
5.0 4.3
14 days ago 3 months ago
Python Python
Apache License 2.0 MIT 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.
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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.

flintrock

Posts with mentions or reviews of flintrock. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-14.
  • Why Databricks Is Winning
    5 projects | news.ycombinator.com | 14 Feb 2021
    > * AWS has a managed Spark offering called EMR

    There is also my rinky-dink open source project, Flintrock [0], that will launch open source Spark clusters on AWS for you.

    It's probably not the right tool for production use (and you would be right to wonder why Flintrock exists when we have EMR [1]), but I know of several companies that have used Flintrock at one point or other in production at large scale (like, 400+ node clusters).

    [0]: https://github.com/nchammas/flintrock

    [1]: https://github.com/nchammas/flintrock#why-build-flintrock-wh...

databricks-nutter-repos-demo

Posts with mentions or reviews of databricks-nutter-repos-demo. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2021-02-14.
  • Ask HN: Tips for software engineering sanity with Databricks notebooks?
    1 project | news.ycombinator.com | 15 Dec 2022
    You can use Databricks Repos (https://docs.databricks.com/repos/index.html) specifically files in repos (https://docs.databricks.com/repos/work-with-notebooks-other-...) functionality that allows to use Python files (not notebooks!) as Python modules.

    Another alternative is to split notebooks into “library notebooks” that just define transformations, and “orchestration notebooks” that use code library notebooks to execute a “business logic”.

    In both approaches you can do code testing, etc.

    P.S. I have a demo of both approaches here: https://github.com/alexott/databricks-nutter-repos-demo

  • Why Databricks Is Winning
    5 projects | news.ycombinator.com | 14 Feb 2021
    I’m sorry for delay, will fix ASAP...

    My point is that you can do that even without jars/wheels - you can do VC and tests of notebooks. For example, https://github.com/alexott/databricks-nutter-projects-demo

What are some alternatives?

When comparing flintrock and databricks-nutter-repos-demo you can also consider the following projects:

spark-snowflake - Snowflake Data Source for Apache Spark.

dask-gateway - A multi-tenant server for securely deploying and managing Dask clusters.

chispa - PySpark test helper methods with beautiful error messages

MLflow - Open source platform for the machine learning lifecycle

quinn - pyspark methods to enhance developer productivity 📣 👯 🎉