diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/joins/HashJoin.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/joins/HashJoin.scala
index 8d9ba54f6568d..fa3a55aa5ad94 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/joins/HashJoin.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/joins/HashJoin.scala
@@ -52,7 +52,41 @@ trait HashJoin extends BaseJoinExec {
     }
   }
 
-  override def outputPartitioning: Partitioning = streamedPlan.outputPartitioning
+  override def outputPartitioning: Partitioning = buildSide match {
+    case BuildLeft =>
+      joinType match {
+        case _: InnerLike | RightOuter => right.outputPartitioning
+        case x =>
+          throw new IllegalArgumentException(
+            s"HashJoin should not take $x as the JoinType with building left side")
+      }
+    case BuildRight =>
+      joinType match {
+        case _: InnerLike | LeftOuter | LeftSemi | LeftAnti | _: ExistenceJoin =>
+          left.outputPartitioning
+        case x =>
+          throw new IllegalArgumentException(
+            s"HashJoin should not take $x as the JoinType with building right side")
+      }
+  }
+
+  override def outputOrdering: Seq[SortOrder] = buildSide match {
+    case BuildLeft =>
+      joinType match {
+        case _: InnerLike | RightOuter => right.outputOrdering
+        case x =>
+          throw new IllegalArgumentException(
+            s"HashJoin should not take $x as the JoinType with building left side")
+      }
+    case BuildRight =>
+      joinType match {
+        case _: InnerLike | LeftOuter | LeftSemi | LeftAnti | _: ExistenceJoin =>
+          left.outputOrdering
+        case x =>
+          throw new IllegalArgumentException(
+            s"HashJoin should not take $x as the JoinType with building right side")
+      }
+  }
 
   protected lazy val (buildPlan, streamedPlan) = buildSide match {
     case BuildLeft => (left, right)
diff --git a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala
index b4f626270cfc9..c42d4c6f74a93 100644
--- a/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala
+++ b/sql/core/src/test/scala/org/apache/spark/sql/JoinSuite.scala
@@ -1104,4 +1104,47 @@ class JoinSuite extends QueryTest with SharedSparkSession with AdaptiveSparkPlan
       })
     }
   }
+
+  test("SPARK-32383: Preserve hash join (BHJ and SHJ) stream side ordering") {
+    val df1 = spark.range(100).select($"id".as("k1"))
+    val df2 = spark.range(100).select($"id".as("k2"))
+    val df3 = spark.range(3).select($"id".as("k3"))
+    val df4 = spark.range(100).select($"id".as("k4"))
+
+    // Test broadcast hash join
+    withSQLConf(
+      SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "50") {
+      Seq("inner", "left_outer").foreach(joinType => {
+        val plan = df1.join(df2, $"k1" === $"k2", joinType)
+          .join(df3, $"k1" === $"k3", joinType)
+          .join(df4, $"k1" === $"k4", joinType)
+          .queryExecution
+          .executedPlan
+        assert(plan.collect { case _: SortMergeJoinExec => true }.size === 2)
+        assert(plan.collect { case _: BroadcastHashJoinExec => true }.size === 1)
+        // No extra sort before last sort merge join
+        assert(plan.collect { case _: SortExec => true }.size === 3)
+      })
+    }
+
+    // Test shuffled hash join
+    withSQLConf(
+      SQLConf.AUTO_BROADCASTJOIN_THRESHOLD.key -> "50",
+      SQLConf.SHUFFLE_PARTITIONS.key -> "2",
+      SQLConf.PREFER_SORTMERGEJOIN.key -> "false") {
+      val df3 = spark.range(10).select($"id".as("k3"))
+
+      Seq("inner", "left_outer").foreach(joinType => {
+        val plan = df1.join(df2, $"k1" === $"k2", joinType)
+          .join(df3, $"k1" === $"k3", joinType)
+          .join(df4, $"k1" === $"k4", joinType)
+          .queryExecution
+          .executedPlan
+        assert(plan.collect { case _: SortMergeJoinExec => true }.size === 2)
+        assert(plan.collect { case _: ShuffledHashJoinExec => true }.size === 1)
+        // No extra sort before last sort merge join
+        assert(plan.collect { case _: SortExec => true }.size === 3)
+      })
+    }
+  }
 }