yaooqinn opened a new pull request, #12177:
URL: https://github.com/apache/gluten/pull/12177
### What changes were proposed in this pull request?
Bumps the `spark-4.1` profile from **4.1.1** to **4.1.2** (Spark patch
release).
Changes:
- `pom.xml` / `tools/gluten-it/pom.xml`: `<spark.version>`
- `.github/workflows/util/install-spark-resources.sh`: tarball download URL
- `.github/workflows/velox_backend_x86.yml`: 2 step names
- `docs/get-started/{build-guide,getting-started}.md`: supported version list
- `shims/spark41/.../MemoryStream.scala`: follow
[SPARK-55337](https://issues.apache.org/jira/browse/SPARK-55337), which
reverted `MemoryStream.apply` implicit param from `SparkSession` back to
`SQLContext` for binary compat. The shim no longer needs the `.sparkSession`
conversion.
### Why are the changes needed?
Pick up the upstream Spark 4.1.2 patch release (86 bug fixes including the
binary-compat fix above).
### Does this PR introduce _any_ user-facing change?
No (patch version bump).
### How was this patch tested?
Locally:
```
./build/mvn clean install -pl shims/spark41 -am -Pspark-4.1 -Pscala-2.13
-Pjava-17 -DskipTests
```
Relying on CI for the full Spark 4.1 test matrix.
Generated-by: claude-opus-4.7
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