nteract/papermill

Remove parameters from notebook output

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#706 opened on Nov 22, 2022

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enhancementhelp wanted

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Description

🚀 Feature

It would be nice to be able to remove parameters from the outputted notebook

Motivation

I have several parameters which need secrets e.g. API keys, passwords, etc All my parameters come from static places like SecretsManager or Env or Config file

From what I understand I'd have to modify papermill.execute to make another transformation which removes parameters cell, correct?

similar to this https://github.com/nteract/papermill/blob/54f6c038cdae0c70d5fb04691fa465e12aeb62cb/papermill/execute.py#L136

Contributor guide

Research direction
Investigate how papermill.execute handles parameter cells and explore adding a transformation to remove them from the output notebook, similar to the existing input preparation step.
Tech stack
python
Domain
data
Issue type
Feature
DifficultyEstimated implementation difficulty for a new contributor, from 1 for very small changes to 5 for expert-level work.
3
Estimated timeA rough time range for an experienced contributor to investigate, implement, test, and prepare a pull request.
1-3 hours
Activity statusHow available the issue appears right now: fresh, active, stale, blocked, or waiting on maintainer input.
Active
ClarityHow clearly the issue explains the expected change, acceptance criteria, and next step.
Clear
Prerequisites
PythonJupyter
Newbie friendlinessA 1-100 score estimating how approachable this issue is for first-time contributors.
60