Ploomber Alternatives

Similar projects and alternatives to ploomber

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better ploomber alternative or higher similarity.

ploomber reviews and mentions

Posts with mentions or reviews of ploomber. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-09-27.
  • "Do I need to know {insert advanced math} to get a Data Science job?" [Rant]
    2 projects | reddit.com/r/datascience | 27 Sep 2022
    btw, you can export Ploomber to Argo and Airflow!
  • Running Jupyter notebooks in parallel
    4 projects | dev.to | 9 Sep 2022
    As a second option, we will use Ploomber with serial execution, which also has a Python API that allows us to execute different notebooks using the NotebookRunner function:
  • How do you deal with parallelising parts of an ML pipeline especially on Python?
    5 projects | reddit.com/r/mlops | 12 Aug 2022
    I also recommend checking ploomber out, this open source can help you build code as templates, parallelize it and parameterize it. There are also some reporting and debugging tools in there!
    5 projects | reddit.com/r/mlops | 12 Aug 2022
    Multiprocessing works well but you probably need an abstraction on top to make it work reliably. For starters, it's best to use a pool of processes because creating new ones is expensive, you also need to ensure that errors in the sub-processes are correctly displayed in the main process, otherwise, it becomes frustrating. Also, sometimes sub-processings might get stuck so you have to monitor them. I implemented something that takes care of all of that for a project I'm working on, it'll give you an idea of what it looks like (of course, you can use the framework as well, which lets you parallelize functions and notebooks).
  • Analyze and plot 5.5M records in 20s with BigQuery and Ploomber
    2 projects | dev.to | 8 Aug 2022
    Since our analysis comprises SQL and Python, we use Ploomber, an open-source framework to write maintainable pipelines. It abstracts all the details, so we focus on writing the SQL and Python scripts.
  • Show HN: Debuglater – Serialize Python traceback for later debugging
    3 projects | news.ycombinator.com | 8 Aug 2022
    Hi HN!

    We just released debuglater (https://github.com/ploomber/debuglater), an open-source library that serializes a Python traceback object for later debugging.

    You can see a quick video demo here: https://github.com/ploomber/debuglater/blob/master/README.md

    Countless times, we've scheduled overnight jobs to find out the following day that they failed. While logs are helpful, they are often insufficient for debugging. debuglater allows you to store the traceback object so you can start a debugging session at any moment.

    We built this to support our open-source framework for data scientists (https://github.com/ploomber/ploomber), who often execute long-running code in remote environments. However, we realized this could be useful for the Python community, so we created a separate package. This project is a fork of Eli Finer's pydump, so kudos to him for laying the foundations!

    The implementation is quite interesting. You can see it here (https://github.com/ploomber/debuglater/blob/master/src/debug...). The serialization step has two parts: it takes the traceback object and wraps it into a new object so it can be serialized; secondly, it stores the source code so you can debug even if you don't have access to the source code!

    Please take it for a spin and let us know your feedback. Please share your feedback!

  • debuglater: Serialize Python traceback for later debugging
    2 projects | reddit.com/r/Python | 8 Aug 2022
    We built this to support our open-source framework for data scientists, who often execute long-running code in remote environments. However, we realized this could be useful for the Python community, so we created a separate package. This project is a fork of Eli Finer's pydump, so kudos to him for laying the foundations! We made a few improvements like compatibility with recent Python versions and integration with IPython/Jupyter.
  • Tips and Tricks to Use Jupyter Notebooks Effectively
    3 projects | dev.to | 1 Aug 2022
    If you're looking to improve your Jupyter workflow, check out Ploomber's open-source projects: Ploomber for developing modular data pipelines, Soorgeon for refactoring and cleaning), or nbsnapshot for notebook testing.
  • [D] What are some statistical packages you use in R that aren't available in Python?
    4 projects | reddit.com/r/statistics | 29 Jul 2022
    I started my career in Data Science in R, but since my first job required Python, I switched. What I miss the most is ggplot; Python plotting is not there in terms of usability. There are quite a few statistical modeling packages that you can only find in R because that's the language that the author knows. Fortunately R <> Python interoperability is getting better by the day with projects like parquet; so now it has become simpler to write pipelines that have some R scripts and some Python scripts. I like this approach a lot better than rpy.
  • Three Tools for Executing Jupyter Notebooks
    6 projects | dev.to | 25 Jul 2022
    NBClient supports running notebooks via CLI for the most basic use cases. However, for more sophisticated execution options, consider the Ploomber!
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    www.talent.io | 5 Oct 2022
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Stats

Basic ploomber repo stats
109
2,704
9.8
8 days ago

ploomber/ploomber is an open source project licensed under Apache License 2.0 which is an OSI approved license.

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