diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/schema/RowSet.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/schema/RowSet.scala
index 1332b9eb444..bc80fa9de8f 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/schema/RowSet.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/kyuubi/engine/spark/schema/RowSet.scala
@@ -25,17 +25,12 @@ import scala.collection.JavaConverters._
 import org.apache.hive.service.rpc.thrift._
 import org.apache.spark.sql.Row
 import org.apache.spark.sql.execution.HiveResult
-import org.apache.spark.sql.execution.HiveResult.TimeFormatters
 import org.apache.spark.sql.types._
 
 import org.apache.kyuubi.util.RowSetUtils._
 
 object RowSet {
 
-  def getTimeFormatters(timeZone: ZoneId): TimeFormatters = {
-    HiveResult.getTimeFormatters
-  }
-
   def toTRowSet(
       bytes: Array[Byte],
       protocolVersion: TProtocolVersion): TRowSet = {
@@ -153,8 +148,8 @@ object RowSet {
         while (i < rowSize) {
           val row = rows(i)
           nulls.set(i, row.isNullAt(ordinal))
-          values.add(
-            HiveResult.toHiveString(row.get(ordinal) -> typ, false, getTimeFormatters(timeZone)))
+          val timeFormatters = HiveResult.getTimeFormatters
+          values.add(HiveResult.toHiveString(row.get(ordinal) -> typ, false, timeFormatters))
           i += 1
         }
         TColumn.stringVal(new TStringColumn(values, nulls))
@@ -239,7 +234,7 @@ object RowSet {
             HiveResult.toHiveString(
               row.get(ordinal) -> types(ordinal).dataType,
               false,
-              getTimeFormatters(timeZone)))
+              HiveResult.getTimeFormatters))
         }
         TColumnValue.stringVal(tStrValue)
     }
diff --git a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/sql/kyuubi/SparkDatasetHelper.scala b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/sql/kyuubi/SparkDatasetHelper.scala
index 4b853582621..f612644d276 100644
--- a/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/sql/kyuubi/SparkDatasetHelper.scala
+++ b/externals/kyuubi-spark-sql-engine/src/main/scala/org/apache/spark/sql/kyuubi/SparkDatasetHelper.scala
@@ -25,8 +25,6 @@ import org.apache.spark.sql.execution.HiveResult
 import org.apache.spark.sql.functions._
 import org.apache.spark.sql.types._
 
-import org.apache.kyuubi.engine.spark.schema.RowSet
-
 object SparkDatasetHelper {
   def toArrowBatchRdd[T](ds: Dataset[T]): RDD[Array[Byte]] = {
     ds.toArrowBatchRdd
@@ -42,11 +40,11 @@ object SparkDatasetHelper {
       val dt = DataType.fromDDL(schemaDDL)
       dt match {
         case StructType(Array(StructField(_, st: StructType, _, _))) =>
-          HiveResult.toHiveString((row, st), true, RowSet.getTimeFormatters(timeZone))
+          HiveResult.toHiveString((row, st), true, HiveResult.getTimeFormatters)
         case StructType(Array(StructField(_, at: ArrayType, _, _))) =>
-          HiveResult.toHiveString((row.toSeq.head, at), true, RowSet.getTimeFormatters(timeZone))
+          HiveResult.toHiveString((row.toSeq.head, at), true, HiveResult.getTimeFormatters)
         case StructType(Array(StructField(_, mt: MapType, _, _))) =>
-          HiveResult.toHiveString((row.toSeq.head, mt), true, RowSet.getTimeFormatters(timeZone))
+          HiveResult.toHiveString((row.toSeq.head, mt), true, HiveResult.getTimeFormatters)
         case _ =>
           throw new UnsupportedOperationException
       }