diff --git a/shims/spark32/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala b/shims/spark32/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
new file mode 100644
index 000000000000..32d694371393
--- /dev/null
+++ b/shims/spark32/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.gluten.utils
+
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.encoders.RowEncoder
+import org.apache.spark.sql.types.StructType
+
+object InternalRowUtl {
+  def toString(struct: StructType, rows: Iterator[InternalRow]): String = {
+    val encoder = RowEncoder(struct).resolveAndBind()
+    val deserializer = encoder.createDeserializer()
+    rows.map(deserializer).mkString(System.lineSeparator())
+  }
+
+  def toString(struct: StructType, rows: Iterator[InternalRow], start: Int, length: Int): String = {
+    toString(struct, rows.slice(start, start + length))
+  }
+
+}
diff --git a/shims/spark33/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala b/shims/spark33/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
new file mode 100644
index 000000000000..32d694371393
--- /dev/null
+++ b/shims/spark33/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.gluten.utils
+
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.encoders.RowEncoder
+import org.apache.spark.sql.types.StructType
+
+object InternalRowUtl {
+  def toString(struct: StructType, rows: Iterator[InternalRow]): String = {
+    val encoder = RowEncoder(struct).resolveAndBind()
+    val deserializer = encoder.createDeserializer()
+    rows.map(deserializer).mkString(System.lineSeparator())
+  }
+
+  def toString(struct: StructType, rows: Iterator[InternalRow], start: Int, length: Int): String = {
+    toString(struct, rows.slice(start, start + length))
+  }
+
+}
diff --git a/shims/spark34/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala b/shims/spark34/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
new file mode 100644
index 000000000000..32d694371393
--- /dev/null
+++ b/shims/spark34/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.gluten.utils
+
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.encoders.RowEncoder
+import org.apache.spark.sql.types.StructType
+
+object InternalRowUtl {
+  def toString(struct: StructType, rows: Iterator[InternalRow]): String = {
+    val encoder = RowEncoder(struct).resolveAndBind()
+    val deserializer = encoder.createDeserializer()
+    rows.map(deserializer).mkString(System.lineSeparator())
+  }
+
+  def toString(struct: StructType, rows: Iterator[InternalRow], start: Int, length: Int): String = {
+    toString(struct, rows.slice(start, start + length))
+  }
+
+}
diff --git a/shims/spark35/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala b/shims/spark35/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
new file mode 100644
index 000000000000..73c29c1b9ee5
--- /dev/null
+++ b/shims/spark35/src/main/scala/org/apache/gluten/utils/InternalRowUtl.scala
@@ -0,0 +1,34 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements.  See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License.  You may obtain a copy of the License at
+ *
+ *    http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+package org.apache.gluten.utils
+
+import org.apache.spark.sql.catalyst.InternalRow
+import org.apache.spark.sql.catalyst.encoders.ExpressionEncoder
+import org.apache.spark.sql.types.StructType
+
+object InternalRowUtl {
+  def toString(struct: StructType, rows: Iterator[InternalRow]): String = {
+    val encoder = ExpressionEncoder(struct).resolveAndBind()
+    val deserializer = encoder.createDeserializer()
+    rows.map(deserializer).mkString(System.lineSeparator())
+  }
+
+  def toString(struct: StructType, rows: Iterator[InternalRow], start: Int, length: Int): String = {
+    toString(struct, rows.slice(start, start + length))
+  }
+
+}