diff --git a/extensions/spark/kyuubi-spark-lineage/src/main/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParseHelper.scala b/extensions/spark/kyuubi-spark-lineage/src/main/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParseHelper.scala
index 27311146454..effe2ae8314 100644
--- a/extensions/spark/kyuubi-spark-lineage/src/main/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParseHelper.scala
+++ b/extensions/spark/kyuubi-spark-lineage/src/main/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParseHelper.scala
@@ -176,6 +176,8 @@ trait LineageParser {
       relationColumnLineage: AttributeMap[AttributeSet]): AttributeMap[AttributeSet] = {
     val mergedRelationColumnLineage = {
       relationOutput.foldLeft((ListMap[Attribute, AttributeSet](), relationColumnLineage)) {
+        case ((acc, x), attr) if x.isEmpty =>
+          (acc + (attr -> AttributeSet.empty), x.empty)
         case ((acc, x), attr) =>
           (acc + (attr -> x.head._2), x.tail)
       }._1
diff --git a/extensions/spark/kyuubi-spark-lineage/src/test/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParserHelperSuite.scala b/extensions/spark/kyuubi-spark-lineage/src/test/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParserHelperSuite.scala
index b65cc4c5a40..88ef0553891 100644
--- a/extensions/spark/kyuubi-spark-lineage/src/test/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParserHelperSuite.scala
+++ b/extensions/spark/kyuubi-spark-lineage/src/test/scala/org/apache/kyuubi/plugin/lineage/helper/SparkSQLLineageParserHelperSuite.scala
@@ -59,10 +59,16 @@ class SparkSQLLineageParserHelperSuite extends KyuubiFunSuite
       "  partitioned by(pid)")
     spark.sql("create table if not exists test_db0.test_table1" +
       " (key int, value string) using parquet")
+    spark.sql("create table test_db.test_table_from_dir" +
+      " (`a0` string, `b0` string) using parquet")
   }
 
   override def afterAll(): Unit = {
-    Seq("test_db0.test_table0", "test_db0.test_table1", "test_db0.test_table_part0").foreach { t =>
+    Seq(
+      "test_db0.test_table0",
+      "test_db0.test_table1",
+      "test_db0.test_table_part0",
+      "test_db.test_table_from_dir").foreach { t =>
       spark.sql(s"drop table if exists $t")
     }
     spark.sql("drop database if exists test_db")
@@ -1442,6 +1448,34 @@ class SparkSQLLineageParserHelperSuite extends KyuubiFunSuite
     }
   }
 
+  test("test directory to table") {
+    val inputFile = getClass.getResource("/").getPath + "input_file"
+    val sourceFile = File(inputFile).createFile()
+    spark.sql(
+      s"""
+         |CREATE OR REPLACE TEMPORARY VIEW temp_view (
+         | `a` STRING COMMENT '',
+         | `b` STRING COMMENT ''
+         |) USING csv OPTIONS(
+         |  sep='\t',
+         |  path='${sourceFile.path}'
+         |);
+         |""".stripMargin).collect()
+
+    val ret0 = extractLineageWithoutExecuting(
+      s"""
+         |INSERT OVERWRITE TABLE test_db.test_table_from_dir
+         |SELECT `a`, `b` FROM temp_view
+         |""".stripMargin)
+
+    assert(ret0 == Lineage(
+      List(),
+      List(s"spark_catalog.test_db.test_table_from_dir"),
+      List(
+        (s"spark_catalog.test_db.test_table_from_dir.a0", Set()),
+        (s"spark_catalog.test_db.test_table_from_dir.b0", Set()))))
+  }
+
   private def extractLineageWithoutExecuting(sql: String): Lineage = {
     val parsed = spark.sessionState.sqlParser.parsePlan(sql)
     val analyzed = spark.sessionState.analyzer.execute(parsed)