papermill

📚 Parameterize, execute, and analyze notebooks (by nteract)
Add to my DEV experience Jupyter Notebooks notebook-generator Nteract Publishing Pipeline Notebook Python R Julia Scala
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papermill.readthedocs.io
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Papermill Alternatives

Similar projects and alternatives to papermill

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

Posts with mentions or reviews of papermill. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-01-25.
  • Spreadsheet errors can have disastrous consequences – yet we keep making them
    3 projects | news.ycombinator.com | 25 Jan 2024
    Pandas docs > Comparison with spreadsheets: https://pandas.pydata.org/docs/getting_started/comparison/co...

    Pandas docs > I/O > Excel files: https://pandas.pydata.org/docs/user_guide/io.html#excel-file...

    nteract/papermill: https://github.com/nteract/papermill :

    > papermill is a tool for parameterizing, executing, and analyzing Jupyter Notebooks. [...]

    > This opens up new opportunities for how notebooks can be used. For example:

    > - Perhaps you have a financial report that you wish to run with different values on the first or last day of a month or at the beginning or end of the year, using parameters makes this task easier.

    "The World Excel Championship is being broadcast on ESPN" (2022) https://news.ycombinator.com/item?id=32420925 :

    > Computational notebook speedrun ideas:

  • Jupyter Kernel Architecture
    1 project | news.ycombinator.com | 24 Aug 2023
    There is Papermill ... https://github.com/nteract/papermill
  • Git and Jupyter Notebooks Guide
    5 projects | news.ycombinator.com | 7 Jul 2023
    https://github.com/jupyter/enhancement-proposals/pull/103#is...

    Papermill is one tool for running Jupyter notebooks as reports; with the date in the filename. https://papermill.readthedocs.io/en/latest/

  • JupyterLab 4.0
    15 projects | news.ycombinator.com | 13 Jun 2023
    You may be interested in papermill to address the parametrized analysis problem [1]. I think (but I'm not positive) this is what the data team at a previous job used to automate running notebooks for all sorts nightly reports.

    [1] https://papermill.readthedocs.io/en/latest/#

  • Show HN: Mercury – convert Jupyter Notebooks to Web Apps without code rewriting
    5 projects | news.ycombinator.com | 2 Jun 2023
    I'm using Papermill to operationalize Notebooks (https://github.com/nteract/papermill), it e.g. also has airflow support. I'm really happy with papermill for automatic notebook execution, in my field it's nice that we can go very quickly from analysis to operations -- while having super transparent "logging" in the executed notebooks.
  • What's the best thing/library you learned this year ?
    12 projects | /r/Python | 16 Dec 2022
    papermill bcpandas fastapi
  • Does the Jupyter API allow using Jupyter from the CL?
    1 project | /r/JupyterNotebooks | 12 Oct 2022
    But you can execute your notebook using Jupyter-run or papermill.
  • Running Jupyter notebooks in parallel
    4 projects | dev.to | 9 Sep 2022
    As a first option, we will use Papermill, which has a Python API that allows us to run different notebooks using some functions:
  • Tips for using Jupyter Notebooks with GitHub
    5 projects | dev.to | 22 Aug 2022
    Papermill can also target cloud storage outputs for hosting rendered notebooks, execute notebooks from custom Python code, and even be used within distributed data pipelines like Dagster (see Dagstermill). For more information, see the papermill documentation.
  • Three Tools for Executing Jupyter Notebooks
    6 projects | dev.to | 25 Jul 2022
    Papermill Source Code
  • A note from our sponsor - InfluxDB
    www.influxdata.com | 19 May 2024
    Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality. Learn more →

Stats

Basic papermill repo stats
26
5,656
8.0
23 days ago

nteract/papermill is an open source project licensed under BSD 3-clause "New" or "Revised" License which is an OSI approved license.

The primary programming language of papermill is Python.

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