voonhous commented on code in PR #18065:
URL: https://github.com/apache/hudi/pull/18065#discussion_r2840967886


##########
hudi-client/hudi-spark-client/src/main/scala/org/apache/spark/sql/HoodieInternalRowUtils.scala:
##########
@@ -398,11 +399,47 @@ object HoodieInternalRowUtils {
         (fieldUpdater, ordinal, value) =>
           fieldUpdater.set(ordinal, 
CatalystTypeConverters.convertToCatalyst(java.sql.Date.valueOf(value.toString)))
 
+      // Handle conversion from VariantType to variant struct representation
+      case (newStructType: StructType, _) if 
sparkAdapter.isVariantType(prevDataType) && 
looksLikeVariantStruct(newStructType) =>
+        (fieldUpdater, ordinal, value) => {
+          if (value == null) {
+            fieldUpdater.setNullAt(ordinal)
+          } else {
+            val row = sparkAdapter.convertVariantToStruct(value, newStructType)
+            fieldUpdater.set(ordinal, row)
+          }
+        }
+
+      // Handle conversion from variant struct representation to VariantType
+      case (_, prevStructType: StructType) if 
sparkAdapter.isVariantType(newDataType) && 
looksLikeVariantStruct(prevStructType) =>
+        (fieldUpdater, ordinal, value) => {
+          if (value == null) {
+            fieldUpdater.setNullAt(ordinal)
+          } else {
+            val row = value.asInstanceOf[InternalRow]
+            val variant = sparkAdapter.convertStructToVariant(row, 
prevStructType)
+            fieldUpdater.set(ordinal, variant)
+          }
+        }
+
       case (_, _) =>
         throw new IllegalArgumentException(s"$prevDataType and $newDataType 
are incompatible")
     }
   }
 
+  /**
+   * Checks if a StructType looks like a variant representation (has value and 
metadata binary fields).
+   * This is a structural check that doesn't rely on metadata, useful during 
schema reconciliation

Review Comment:
   
https://github.com/apache/hudi/commit/bbbb8e777f2d6b19f70c7302b4d778abafeaf0ec#diff-05005766a1bf96c0f5246f8c1703e8bf19a5e2697bbf9d23b1a33c205e3ea3b5R431-R441
   
   Leaving this code here as reference, i rebased and this code seemed to be 
shifted somehwere.



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