This is the Linux app named papermill whose latest release can be downloaded as papermill2.7.0sourcecode.tar.gz. It can be run online in the free hosting provider OnWorks for workstations.
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SCREENSHOTS:
papermill
DESCRIPTION:
papermill is a Python library and command-line tool that transforms Jupyter Notebooks into repeatable, parameterized workflows by allowing users to define editable parameters within notebooks and then programmatically execute them with different inputs. Instead of manually opening and running a notebook inside JupyterLab or Notebook every time, Papermill lets you inject new values into a specially tagged parameters cell and execute the entire notebook automatically via a script or automation pipeline, which enables robust automation of data analysis, reports, and experiments. This capability is particularly useful in data science and analytics, where a template notebook might be reused for batching reports across dates, customers, or other variables without rewriting code or duplicating notebooks. Papermill supports both Python API usage and a command-line interface, making it flexible for integration with CI/CD systems, shells, and workflow orchestration tools like Airflow.
Features
- Parameter injection into Jupyter notebooks
- Automated execution via Python API and CLI
- Output retention including plots and logs
- Notebook inspection for parameter discovery
- Integration with workflow tools like Airflow
- Reusable data analysis templates and workflows
Programming Language
Python
Categories
This is an application that can also be fetched from https://sourceforge.net/projects/papermill.mirror/. It has been hosted in OnWorks in order to be run online in an easiest way from one of our free Operative Systems.