Open-Sourcing a Monitoring GUI for Metaflow

3 years ago netflixtechblog.com

Summary: This is a summary of an article originally published by the source. Read the full original article here →

tl;dr Today, we are open-sourcing a long-awaited GUI for Metaflow. The Metaflow GUI allows data scientists to monitor their workflows in real-time, track experiments, and see detailed logs and results for every executed task. The GUI can be extended with plugins, allowing the community to build integrations to other systems, custom visualizations, and embed upcoming features of Metaflow directly into its views.Metaflow is a full-stack framework for data science that we started developing at Netflix over four years ago and which we open-sourced in 2019.

We know that our user stories and requirements for a Metaflow GUI are not unique to Netflix.

To support the thriving community and invite 3rd party contributions to the GUI, we are open-sourcing our Monitoring GUI for Metaflow today!

DevOps Articles