mwouts/jupytext
Jupytext
Jupytext is a synchronization tool and text converter for Jupyter Notebooks. It transforms notebook files into plain text formats, such as Markdown or Python scripts, to enable line-by-line diffs and peer reviews within version control systems.
The tool pairs notebook files with corresponding text files to maintain a dual representation of the same content. It uses bidirectional synchronization to update linked files based on the most recent modifications, allowing notebook content to be edited inside standard text editors.
Beyond file conversion and synchronization, the project provides capabilities for streaming notebook content through command-line utilities. This allows notebook data to be passed through external pipes for automated linting and formatting workflows.
Features
- Script-Based Notebooks - Transforms notebook files into script-based formats to enable efficient version control and peer review.
- Notebook to Text Converters - Converts Jupyter Notebooks into plain text formats for improved version control.
- Notebook Content Synchronization - Updates linked notebook and text files by loading changes from the most recently modified version.
- Notebook Tooling - Provides utilities for transforming Jupyter notebooks into various file formats for cross-tool compatibility.
- Notebook - Enables editing of notebook content inside standard text editors through synchronization with text files.
- Notebook File Synchronizations - Provides bidirectional synchronization between notebook files and corresponding text representations.
- Notebook File Pairing - Pairs notebook files with corresponding text files to maintain a dual-representation of the same content.
- AST to Source Conversion - Implements conversion of notebook abstract structures back into source code strings for text editor compatibility.
- Command Piping - Allows streaming notebook content through shell command pipes to run linters or formatters.
- Deterministic Text Serialization - Ensures notebook JSON is serialized into a stable text layout for meaningful version control diffs.
- Standard Stream Piping - Enables notebook content to be streamed through standard Unix pipes for integration with external CLI tools.
- Data Exploration - Syncs Jupyter notebooks with scripts and markdown.
- Publishing and Conversion - Synchronizes notebooks with text-based formats for version control.
