diff --git a/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarExpressionConverter.scala b/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarExpressionConverter.scala
index 6ac1900f7..29d5e6d40 100644
--- a/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarExpressionConverter.scala
+++ b/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarExpressionConverter.scala
@@ -466,6 +466,15 @@ object ColumnarExpressionConverter extends Logging {
             attributeSeq,
             convertBoundRefToAttrRef = convertBoundRefToAttrRef),
           expr)
+      case hash: Murmur3Hash =>
+        val exps = hash.children.map { expr =>
+          replaceWithColumnarExpression(
+            expr,
+            attributeSeq,
+            convertBoundRefToAttrRef = convertBoundRefToAttrRef)
+        }
+        ColumnarHashExpression.create(exps, hash.seed, hash)
+
       // Scala UDF.
       case expr: ScalaUDF if (expr.udfName match {
         case Some(name) =>
@@ -567,6 +576,8 @@ object ColumnarExpressionConverter extends Logging {
         lpad.children.map(containsSubquery).exists(_ == true)
       case rpad: StringRPad =>
         rpad.children.map(containsSubquery).exists(_ == true)
+      case hash: Murmur3Hash =>
+        hash.children.map(containsSubquery).exists(_ == true)
       case expr: ScalaUDF if (expr.udfName match {
         case Some(name) =>
           ColumnarUDF.isSupportedUDF(name)
diff --git a/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarHashExpression.scala b/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarHashExpression.scala
new file mode 100644
index 000000000..6f22ab53f
--- /dev/null
+++ b/native-sql-engine/core/src/main/scala/com/intel/oap/expression/ColumnarHashExpression.scala
@@ -0,0 +1,79 @@
+/*
+ * 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 com.intel.oap.expression
+
+import com.google.common.collect.Lists
+import org.apache.arrow.gandiva.expression.{TreeBuilder, TreeNode}
+import org.apache.arrow.vector.types.pojo.ArrowType
+
+import org.apache.spark.sql.catalyst.expressions.Expression
+import org.apache.spark.sql.catalyst.expressions.Murmur3Hash
+import org.apache.spark.sql.types._
+
+
+class ColumnarMurmur3Hash(children: Seq[Expression], seed: Int)
+  extends Murmur3Hash(children: Seq[Expression], seed: Int) with ColumnarExpression {
+
+  buildCheck
+
+  def buildCheck(): Unit = {
+    val supportedTypes =
+      List(ByteType, ShortType, IntegerType, LongType, FloatType, DoubleType, StringType)
+    if (children.map(child => supportedTypes.contains(child.dataType)).exists(_ == false)) {
+      throw new UnsupportedOperationException("Fall back hash expression because" +
+        " there is at least one unsupported input type!")
+    }
+  }
+
+  override def supportColumnarCodegen(args: java.lang.Object): Boolean = {
+    false
+  }
+
+  override def doColumnarCodeGen(args: Object): (TreeNode, ArrowType) = {
+    val resultType = new ArrowType.Int(32, true)
+    var hashNode = TreeBuilder.makeLiteral(new Integer(seed))
+    var funcNode: TreeNode = null
+    for (child: Expression <- children) {
+      val (childNode, _): (TreeNode, ArrowType) =
+        child.asInstanceOf[ColumnarExpression].doColumnarCodeGen(args)
+      val gandivaFuncName = child.dataType match {
+        case LongType => "hash64_spark"
+        case DoubleType => "hash64_spark"
+        case StringType => "hashbuf_spark"
+        case _ => "hash32_spark"
+      }
+      funcNode =
+        TreeBuilder.makeFunction(
+          gandivaFuncName,
+          Lists.newArrayList(childNode, hashNode),
+          resultType)
+      hashNode = funcNode
+    }
+    (funcNode, resultType)
+  }
+}
+
+object ColumnarHashExpression {
+
+  def create(children: Seq[Expression], seed: Int, original: Expression): Expression = {
+    original match {
+      case _: Murmur3Hash =>
+        new ColumnarMurmur3Hash(children, seed)
+    }
+  }
+}