Spinner: The Mass Migration to Pinterest’ s New Workflow Platform

摘要

In our last blog post, we discussed how we made the decision and took the actions to move from our legacy system, Pinball, to our new system, Spinner, which is built on top of the Apache Airflow project. As a reminder, this is based off of a custom branch that branched off of Airflow version 1.10-stable with some features cherry picked from the master branch.

In this post, we will explain how we approached and designed the migration, identified requirements, and coordinated with all our engineer teams to seamlessly migrate 3000+ workflows to Airflow. We will deep dive into trade offs made, but before we do that, we want to give our learnings.

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