Deep Dive into Spark SQL Metrics (Part 3): Extension APIs, UI, and REST API

Part 3 of the SQL Metrics deep dive. How to extend Spark with custom metrics via the DataSource V2 API, how the UI renders them, and how to query metrics programmatically.

April 1, 2026 · 9 min · Kent Yao