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[Task]: Prepare removal of Spark2 runner #23728

@mosche

Description

@mosche

What needs to happen?

The Spark 2 has been deprecated for a while. Even more significant, it's actually in a badly broken state since long due to classpath issues when running on a Spark cluster (#23568).

Before Spark 2 support can be removed, all documentation and dependent components should be migrated to use Spark 3.

Notes:

  • Test examples against Spark 3
  • Java Quickstart on Spark 3
  • Remove obsolete sparkRunner from Hadoop-format
  • Use Spark 3 as default for portable Spark job-server.
  • Validate Go & Python against Spark 3
  • Bump metrics-core to match version used by Spark 3 (4.1.1)
  • Nexmark, Tpcds, Load tests
  • Jpms tests (cleanup build)

Issue Priority

Priority: 2

Issue Component

Component: runner-spark

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