sarutak opened a new pull request, #54281:
URL: https://github.com/apache/spark/pull/54281

   ### What changes were proposed in this pull request?
   This PR fixes an issue that `TestFrameworks.JUnit` is still used even though 
newer jupiter plugin (`com.github.sbt.junit.sbt-jupiter-interface`) is used.
   As a result, `-Dtests.include.tags` and `-Dtests.exclude.tags` don't work.
   
   ```
   $ build/sbt -Dtest.include.tags=org.apache.spark.tags.SlowHiveTest 
unsafe/test
   ...
   [info] Run completed in 2 seconds, 877 milliseconds.
   [info] Total number of tests run: 0
   [info] Suites: completed 2, aborted 0
   [info] Tests: succeeded 0, failed 0, canceled 0, ignored 0, pending 0
   [info] No tests were executed.
   [info] Passed: Total 97, Failed 0, Errors 0, Passed 97
   ```
   
   ### Why are the changes needed?
   Bug fix.
   
   ### Does this PR introduce _any_ user-facing change?
   No.
   
   ### How was this patch tested?
   Confirmed `-Dtests.exclude.tags` works.
   ```
   $ build/sbt -Dtest.include.tags=org.apache.spark.tags.SlowHiveTest 
unsafe/test
   ...
   [info] Run completed in 738 milliseconds.
   [info] Total number of tests run: 0
   [info] Suites: completed 2, aborted 0
   [info] Tests: succeeded 0, failed 0, canceled 0, ignored 0, pending 0
   [info] No tests were executed.
   [info] Passed: Total 0, Failed 0, Errors 0, Passed 0
   [success] Total time: 2 s, completed 2026/02/12 19:33:53
   ```
   
   There are no tagged `.java` tests so I didn't confirm if 
`-Dtest.exclude.tags` works.
   
   ### Was this patch authored or co-authored using generative AI tooling?
   No.


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