diff --git a/sql/catalyst/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBase.g4 b/sql/catalyst/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBase.g4
index 1ecb3d1958f4372dd0d1fb8f7ea4f24291fa2777..14c511f670606929ce0437f56efdcfbd99b4a922 100644
--- a/sql/catalyst/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBase.g4
+++ b/sql/catalyst/src/main/antlr4/org/apache/spark/sql/catalyst/parser/SqlBase.g4
@@ -534,6 +534,7 @@ predicate
     | NOT? kind=IN '(' query ')'
     | NOT? kind=(RLIKE | LIKE) pattern=valueExpression
     | IS NOT? kind=NULL
+    | IS NOT? kind=DISTINCT FROM right=valueExpression
     ;
 
 valueExpression
diff --git a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala
index a48a693a95c93b16892b4bdd100a458123b3f707..d2a9b4a9a9f590c1d3d7e76181aba632b461d6f8 100644
--- a/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala
+++ b/sql/catalyst/src/main/scala/org/apache/spark/sql/catalyst/parser/AstBuilder.scala
@@ -935,6 +935,7 @@ class AstBuilder extends SqlBaseBaseVisitor[AnyRef] with Logging {
    * - (NOT) LIKE
    * - (NOT) RLIKE
    * - IS (NOT) NULL.
+   * - IS (NOT) DISTINCT FROM
    */
   private def withPredicate(e: Expression, ctx: PredicateContext): Expression = withOrigin(ctx) {
     // Invert a predicate if it has a valid NOT clause.
@@ -962,6 +963,10 @@ class AstBuilder extends SqlBaseBaseVisitor[AnyRef] with Logging {
         IsNotNull(e)
       case SqlBaseParser.NULL =>
         IsNull(e)
+      case SqlBaseParser.DISTINCT if ctx.NOT != null =>
+        EqualNullSafe(e, expression(ctx.right))
+      case SqlBaseParser.DISTINCT =>
+        Not(EqualNullSafe(e, expression(ctx.right)))
     }
   }
 
diff --git a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/parser/ExpressionParserSuite.scala b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/parser/ExpressionParserSuite.scala
index e7f3b64a7113075e549f00718972eda104210260..eb68eb9851b8537c2cd2dd7a046448921cc44674 100644
--- a/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/parser/ExpressionParserSuite.scala
+++ b/sql/catalyst/src/test/scala/org/apache/spark/sql/catalyst/parser/ExpressionParserSuite.scala
@@ -167,6 +167,11 @@ class ExpressionParserSuite extends PlanTest {
     assertEqual("a = b is not null", ('a === 'b).isNotNull)
   }
 
+  test("is distinct expressions") {
+    assertEqual("a is distinct from b", !('a <=> 'b))
+    assertEqual("a is not distinct from b", 'a <=> 'b)
+  }
+
   test("binary arithmetic expressions") {
     // Simple operations
     assertEqual("a * b", 'a * 'b)