diff --git a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
index 990991c71660..6b5e188f026b 100644
--- a/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
+++ b/backends-velox/src/main/scala/org/apache/gluten/backendsapi/velox/VeloxBackend.scala
@@ -347,10 +347,10 @@ object VeloxBackendSettings extends BackendSettingsApi {
                   orderSpec.foreach(
                     order =>
                       order.dataType match {
-                        case ByteType | ShortType | IntegerType | LongType | DateType =>
+                        case ByteType | ShortType | IntegerType | LongType =>
                         case _ =>
                           throw new GlutenNotSupportException(
-                            "Only integral type & date type are" +
+                            "Only integral type is" +
                               " supported for sort key when literal bound type is used!")
                       })
                 case _ =>
diff --git a/backends-velox/src/test/scala/org/apache/gluten/execution/TestOperator.scala b/backends-velox/src/test/scala/org/apache/gluten/execution/TestOperator.scala
index dcae4920d01c..9c1e0112bbf8 100644
--- a/backends-velox/src/test/scala/org/apache/gluten/execution/TestOperator.scala
+++ b/backends-velox/src/test/scala/org/apache/gluten/execution/TestOperator.scala
@@ -300,6 +300,13 @@ class TestOperator extends VeloxWholeStageTransformerSuite with AdaptiveSparkPla
     Seq("sort", "streaming").foreach {
       windowType =>
         withSQLConf("spark.gluten.sql.columnar.backend.velox.window.type" -> windowType) {
+          runQueryAndCompare(
+            "select max(l_partkey) over" +
+              " (partition by l_suppkey order by l_commitdate" +
+              " RANGE BETWEEN 1 PRECEDING AND CURRENT ROW) from lineitem ") {
+            checkSparkOperatorMatch[WindowExec]
+          }
+
           runQueryAndCompare(
             "select max(l_partkey) over" +
               " (partition by l_suppkey order by l_orderkey" +
diff --git a/gluten-core/src/main/scala/org/apache/gluten/utils/PullOutProjectHelper.scala b/gluten-core/src/main/scala/org/apache/gluten/utils/PullOutProjectHelper.scala
index 12055f9e9721..8e83a0ab6c19 100644
--- a/gluten-core/src/main/scala/org/apache/gluten/utils/PullOutProjectHelper.scala
+++ b/gluten-core/src/main/scala/org/apache/gluten/utils/PullOutProjectHelper.scala
@@ -22,7 +22,7 @@ import org.apache.gluten.exception.{GlutenException, GlutenNotSupportException}
 import org.apache.spark.sql.catalyst.expressions._
 import org.apache.spark.sql.catalyst.expressions.aggregate.{AggregateExpression, AggregateFunction}
 import org.apache.spark.sql.execution.aggregate._
-import org.apache.spark.sql.types.{ByteType, DateType, IntegerType, LongType, ShortType}
+import org.apache.spark.sql.types.{ByteType, IntegerType, LongType, ShortType}
 
 import java.util.concurrent.atomic.AtomicInteger
 
@@ -178,8 +178,8 @@ trait PullOutProjectHelper {
   protected def supportPreComputeRangeFrame(sortOrders: Seq[SortOrder]): Boolean = {
     sortOrders.forall {
       _.dataType match {
-        case ByteType | ShortType | IntegerType | LongType | DateType => true
-        // Only integral type & date type are supported for sort key with Range Frame
+        case ByteType | ShortType | IntegerType | LongType => true
+        // Only integral type are supported for sort key with Range Frame.
         case _ => false
       }
     }