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[DNM][VL] Upgrade Arrow Java to 18.1.0 for Spark 3.5+ - #12735

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[DNM][VL] Upgrade Arrow Java to 18.1.0 for Spark 3.5+#12735
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Test-only. Raises arrow.version to 18.1.0 in the spark-3.5 profile (Spark 3.3 / 3.4 keep 15.0.0; spark-4.0 / spark-4.1 are already on 18.1.0).

Arrow 18 targets Java 11 (class file 55) with no multi-release fallback, so the Spark 3.5 + JDK 8 lanes are expected to fail. Opened to see the full GHA picture.

Was this patch authored or co-authored using generative AI tooling?

Generated-by: Claude claude-opus-4.7

Test-only: raise `arrow.version` to 18.1.0 in the `spark-3.5` profile, so
Spark 3.5 matches what `spark-4.0` / `spark-4.1` already use. Spark 3.3 / 3.4
keep 15.0.0.

Arrow 18 is compiled for Java 11 (class file 55) with no multi-release
fallback, so the Spark 3.5 + JDK 8 CI lanes are expected to fail. Opened to
see the full GHA picture.

Generated-by: Claude claude-opus-4.7
@github-actions github-actions Bot added the CORE works for Gluten Core label Aug 10, 2026
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