Deep Dive into Spark SQL Metrics (Part 4): How Gluten Extends the Metrics System

Part 4 of the SQL Metrics deep dive. How Apache Gluten bridges native Velox/ClickHouse metrics back to Spark’s SQL Metrics framework, adding 60+ metrics that vanilla Spark doesn’t have.

April 1, 2026 · 12 min · Kent Yao