pan3793 commented on code in PR #4797:
URL: https://github.com/apache/kyuubi/pull/4797#discussion_r1186630301


##########
externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/sql/execution/arrow/KyuubiArrowConverters.scala:
##########
@@ -312,6 +316,34 @@ object KyuubiArrowConverters extends SQLConfHelper with 
Logging {
     }
   }
 
+  // the signature of function [[ArrowUtils.toArrowSchema]] is changed in 
SPARK-41971 (since Spark
+  // 3.5)
+  private lazy val toArrowSchemaMethod = DynMethods.builder("toArrowSchema")
+    .impl( // for Spark 3.4 or previous
+      "org.apache.spark.sql.util.ArrowUtils",
+      classOf[StructType],
+      classOf[String])
+    .impl( // for Spark 3.5 or later
+      "org.apache.spark.sql.util.ArrowUtils",
+      classOf[StructType],
+      classOf[String],
+      classOf[Boolean])
+    .build()
+
+  /**
+   * this function uses reflective calls to the [[ArrowUtils.toArrowSchema]].
+   */
+  private def toArrowSchema(
+      schema: StructType,
+      timeZone: String,
+      errorOnDuplicatedFieldNames: Boolean): ArrowSchema = {

Review Comment:
   Does this approach work?
   ```suggestion
         errorOnDuplicatedFieldNames: JBoolean): ArrowSchema = {
   ```



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