diff --git a/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveQl.scala b/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveQl.scala
index 28de03c38997b..34622b5f57873 100644
--- a/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveQl.scala
+++ b/sql/hive/src/main/scala/org/apache/spark/sql/hive/HiveQl.scala
@@ -1111,6 +1111,7 @@ https://cwiki.apache.org/confluence/display/Hive/Enhanced+Aggregation%2C+Cube%2C
     case Token(AND(), left :: right:: Nil) => And(nodeToExpr(left), nodeToExpr(right))
     case Token(OR(), left :: right:: Nil) => Or(nodeToExpr(left), nodeToExpr(right))
     case Token(NOT(), child :: Nil) => Not(nodeToExpr(child))
+    case Token("!", child :: Nil) => Not(nodeToExpr(child))
 
     /* Case statements */
     case Token("TOK_FUNCTION", Token(WHEN(), Nil) :: branches) =>
diff --git a/sql/hive/src/test/resources/golden/! operator-0-81d1a187c7f4a6337baf081510a5dc5e b/sql/hive/src/test/resources/golden/! operator-0-81d1a187c7f4a6337baf081510a5dc5e
new file mode 100644
index 0000000000000..d00491fd7e5bb
--- /dev/null
+++ b/sql/hive/src/test/resources/golden/! operator-0-81d1a187c7f4a6337baf081510a5dc5e	
@@ -0,0 +1 @@
+1
diff --git a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
index fb6da33e88ef6..700a45edb11d6 100644
--- a/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
+++ b/sql/hive/src/test/scala/org/apache/spark/sql/hive/execution/HiveQuerySuite.scala
@@ -62,6 +62,14 @@ class HiveQuerySuite extends HiveComparisonTest with BeforeAndAfter {
       sql("SHOW TABLES")
     }
   }
+  
+  createQueryTest("! operator",
+    """
+      |SELECT a FROM (
+      |  SELECT 1 AS a FROM src LIMIT 1 UNION ALL
+      |  SELECT 2 AS a FROM src LIMIT 1) table
+      |WHERE !(a>1)
+    """.stripMargin)
 
   createQueryTest("constant object inspector for generic udf",
     """SELECT named_struct(