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Summary
The proposed change seeks to update the EGI Notebook Dockerfile by adding Elyra, an AI-centric set of Jupyter notebook extensions. Elyra aims to help data scientists, machine learning engineers, and AI developers through the model development life cycle complexities.
Details
Elyra provides a visual interface for creating notebook-based AI pipelines, simplifying the conversion of multiple notebooks into batch jobs or workflows. Elyra also includes a set of visual editors for Jupyter and Python scripts, allowing them to be edited and managed just like notebooks.
Elyra extends this functionality further, enabling easier workflow and pipeline management for Jupyter notebooks in the environment.
Changes Made
To add Elyra to the Dockerfile, it was included in the list of packages for Mamba to install. No other changes were made. The line of code that installs Elyra is:
RUN mamba install -y --quiet \ ... elyra \ ...
Test Steps
To ensure that the Dockerfile correctly builds an image with Elyra, you can build the Docker image and run a container from it. Once the container is running, you can access a Jupyter Lab instance and check for the presence of Elyra extensions.
Expected Results
The Jupyter Lab instance should include the Elyra extensions, allowing for enhanced Jupyter notebook pipeline management and more.