felipepessoto commented on PR #12445:
URL: https://github.com/apache/gluten/pull/12445#issuecomment-4895387729

   ## ✅ CI validation: the tests fail without the fix, for the expected reason
   
   This draft intentionally contains **only the test suite, without the fix**. 
The `spark-test-spark40` and `spark-test-spark41` jobs failed exactly as 
intended — confirming `GlutenDeltaVariantWriteSuite` is an effective regression 
guard.
   
   All three tests fail on unpatched `main`, each with the identical root cause 
the fix targets:
   
   ```
   org.apache.spark.SparkException: Job aborted due to stage failure:
     java.lang.UnsupportedOperationException: Unsupported data type: variant
       at 
org.apache.spark.sql.utils.SparkArrowUtil$.toArrowType(SparkArrowUtil.scala:60)
       at 
org.apache.spark.sql.utils.SparkArrowUtil$.toArrowField(SparkArrowUtil.scala:137)
       at 
org.apache.spark.sql.utils.SparkArrowUtil$.$anonfun$toArrowSchema$1(SparkArrowUtil.scala:167)
       ... (RowToVeloxColumnarExec — the offloaded native Delta write path)
   ```
   
   | Workflow | Job | Suite result |
   | --- | --- | --- |
   | Velox Backend (x86) | 
[`spark-test-spark40`](https://github.com/apache/gluten/actions/runs/28719620215/job/85167199671)
 | ❌ 3/3 tests failed (variant) |
   | Velox Backend (x86) | 
[`spark-test-spark41`](https://github.com/apache/gluten/actions/runs/28719620215/job/85167199696)
 | ❌ 3/3 tests failed (variant) |
   | Velox Backend (Enhanced) | 
[`spark-test-spark40`](https://github.com/apache/gluten/actions/runs/28719620194/job/85167301731)
 | ❌ 3/3 tests failed (variant) |


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