diff --git a/externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/operation/PySparkTests.scala b/externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/operation/PySparkTests.scala
index c11705a99..1e8920755 100644
--- a/externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/operation/PySparkTests.scala
+++ b/externals/kyuubi-spark-sql-engine/src/test/scala/org/apache/kyuubi/engine/spark/operation/PySparkTests.scala
@@ -24,7 +24,9 @@ import scala.sys.process._
 
 import org.apache.kyuubi.engine.spark.WithSparkSQLEngine
 import org.apache.kyuubi.operation.HiveJDBCTestHelper
+import org.apache.kyuubi.tags.PySparkTest
 
+@PySparkTest
 trait PySparkTests extends WithSparkSQLEngine with HiveJDBCTestHelper {
 
   test("pyspark support") {
diff --git a/kyuubi-common/src/test/java/org/apache/kyuubi/tags/PySparkTest.java b/kyuubi-common/src/test/java/org/apache/kyuubi/tags/PySparkTest.java
new file mode 100644
index 000000000..1b7aa97b4
--- /dev/null
+++ b/kyuubi-common/src/test/java/org/apache/kyuubi/tags/PySparkTest.java
@@ -0,0 +1,29 @@
+/*
+ * 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.kyuubi.tags;
+
+import java.lang.annotation.ElementType;
+import java.lang.annotation.Retention;
+import java.lang.annotation.RetentionPolicy;
+import java.lang.annotation.Target;
+import org.scalatest.TagAnnotation;
+
+@TagAnnotation
+@Retention(RetentionPolicy.RUNTIME)
+@Target({ElementType.METHOD, ElementType.TYPE})
+public @interface PySparkTest {}
diff --git a/pom.xml b/pom.xml
index d7e416dc2..5ca10e905 100644
--- a/pom.xml
+++ b/pom.xml
@@ -206,7 +206,9 @@
         <maven.plugin.scala.version>4.6.1</maven.plugin.scala.version>
         <maven.plugin.surefire.version>3.0.0-M7</maven.plugin.surefire.version>
         <maven.plugin.scalatest.version>2.0.2</maven.plugin.scalatest.version>
-        <maven.plugin.scalatest.exclude.tags>org.scalatest.tags.Slow,org.apache.kyuubi.tags.HudiTest</maven.plugin.scalatest.exclude.tags>
+        <maven.plugin.scalatest.exclude.tags>
+            org.scalatest.tags.Slow,org.apache.kyuubi.tags.HudiTest,org.apache.kyuubi.tags.PySparkTest
+        </maven.plugin.scalatest.exclude.tags>
         <maven.plugin.scalatest.include.tags></maven.plugin.scalatest.include.tags>
         <maven.plugin.spotless.version>2.24.1</maven.plugin.spotless.version>
         <maven.plugin.jacoco.version>0.8.7</maven.plugin.jacoco.version>