Weekly MLOps Demo - October 1st 2021

All Weekly Demos: #16

Recording

No recording this week

Vision

Make GitLab the perfect companion for Machine Learning Engineers and Data Scientists.

Mission

Identify opportunities in our portfolio to explore ways where GitLab can provide a better user experience for Data Science and Machine Learning across the entire Machine Learning life cycle (model creation, testing, deployment, monitoring, and iteration).

What Was Done

Jupyter Notebooks Diffs and Code Reviews

Current goal: improve diffs for Jupyter Notebook to enable Code Reviews gitlab-org&6589 (closed)

• After a long discussion, it was decided that Gitaly is not a good place to add the diff logic gitlab-org/gitaly#3787 (closed)
• So, until we find (or more likely build) a better place for special diffs gitlab-org/gitlab#342143 (closed), we are adding into the application
• First step was to rebuild the go differ as a ruby gem, which was completed: https://gitlab.com/gitlab-org/incubation-engineering/mlops/rb-ipynbdiff
• We are now integrating into the application itself: gitlab-org/gitlab#341825 (closed)

Up Next

• Next week: PTO
• On the following, continue working on Jupyter Notebook Code Reviews