talk-data.com talk-data.com

YouTube 2022-07-19 at 16:39

Gazelle-Jni: A Middle Layer to Offload Spark SQL to Native Engines for Execution Acceleration

Description

This session will introduce Gazelle-Jni, which was proposed to better integrate the various native SQL engines as Spark SQL’s backend. It implemented a shared JVM and JNI middle layer. With the help of Gazlle-Jni, Spark SQL execution can be offloaded to native engines by passing Substrait transformed physical plan.

Examples will be presented on how to integrate native engines with Spark SQL.

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