felipepessoto opened a new pull request, #13499:
URL: https://github.com/apache/gluten/pull/13499

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   ## What changes are proposed in this pull request?
   
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   Fixes #13496.
   
   Add mandatory runtime validation to Delta Spark UT so a missing or disabled 
Gluten configuration cannot silently produce a green baseline run.
   
   - Check the actual Spark context's plugin configuration, installed Gluten 
SQL rules, and session/thread enablement at test boundaries. Cover shared 
Spark, Hive, the newer session-test fixture, Java/JUnit, and the known direct 
factories. Java rules are transient so serializable test suites remain usable 
in Spark closures.
   - Inspect compiled suite inheritance independently of the hooks, and require 
matching per-test evidence. Run a real native aggregation in every fork, with 
process-specific ScalaTest report IDs.
   - Enforce activation checks before baseline/quarantine/seed handling. 
Missing, malformed, or failed evidence is fatal; canaries alone cannot make an 
empty upstream run pass.
   - Support explicit, reasoned exemptions and restored scoped disabling. 
Upload evidence and report uncovered suites without assuming they are 
Spark-free.
   
   This is CI-only: no production changes and no Java agent. Fixture/factory 
checks do not claim coverage of every additional session created through 
unwrapped paths inside a test; that limitation is documented.
   
   ## How was this patch tested?
   
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   - All 26 Python installer/gate unit tests pass.
   - Applied the installer to Delta 4.4.1 and reran it idempotently: 194 
shared-fixture import aliases, six Java suites, six direct-factory suites, and 
the Hive/session-test hooks.
   - Compiled the Scala runtime helpers and sbt meta-build helper in a focused 
real Spark 4.1.0 / Delta 4.4.1 harness under JDK 17, using the existing Gluten 
bundle from CI run https://github.com/apache/gluten/actions/runs/40756222035.
   - Positive two-fork native run passed, including the five Scala guard unit 
tests, scoped session/thread disabling, stopped-session cleanup, Java/JUnit 
lifecycle and suite serialization, and an explicitly exempt vanilla suite. The 
independent gate confirmed two native-validated JVMs, five checked tests, and 
one exemption.
   - Negative controls removing `GlutenPlugin` or setting 
`spark.gluten.enabled=false` both failed the JVM run and independently failed 
activation validation with exit code 2.
   - Python formatting, changed-file Scala formatting, license headers, YAML 
parsing, Bash syntax, and whitespace checks pass.
   
   **Draft / CI follow-up:** the complete Delta matrix has not been rerun 
locally. The full repository formatter encounters existing Windows symlink 
stubs; changed Scala files were checked successfully using the repository 
formatter and Maven wrapper with a scoped file selector.
   
   ## Was this patch authored or co-authored using generative AI tooling?
   
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   Generated-by: GitHub Copilot (gpt-6-astra).


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