akshaytayal opened a new pull request, #13126:
URL: https://github.com/apache/gluten/pull/13126

   ## What changes were proposed in this pull request?
   
   This PR adds the **Spark 4.2 shim layer and build profile** to Gluten (Velox 
backend), as part of the umbrella effort to support Apache Spark 4.2 
(GLUTEN-12569).
   
   It is built on top of the already-merged Spark 4.2 compatibility fixes and 
introduces:
   
   - **`shims/spark42` module skeleton** and its registration in 
`shims/pom.xml`.
   - **`spark-4.2` build profile** in the root `pom.xml` and in 
`tools/gluten-it`.
   - **Shim implementations** for Spark 4.2:
     - New shim method implementations (`SparkShimProvider`, `Spark42Shims`).
     - `MemoryStream` shim adaptation.
     - `PythonUDFRunner.writeUDFs` call adaptation.
     - Columnar vector shims.
     - `BatchScanExec` SPJ (Storage-Partitioned Join) shims ported to 4.2.
   - **CI wiring**: Spark 4.2 resource install + change detection in the 
workflow util script.
   - Canonical ASF license headers across `shims/spark42`.
   
   There is **no unit-test module** in this PR (that is a follow-up); this 
change is the profile + shim layer that must compile and integrate cleanly.
   
   ## How was this patch tested?
   
   Validated via a full **Velox Backend (x86)** CI run on a personal fork — 
**41/41 jobs green** (build-fast-build-test, build-native-lib-centos-8, 
build-cudf, cpp-test-udf, and all `spark-test-spark34/35/40/41` + `tpc-test-*` 
lanes). The branch is rebased on the latest `main` (0 commits behind).
   


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