diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
index 9c4778acf53d7..3b74d9dac5463 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/parquet/ParquetFileFormat.scala
@@ -60,7 +60,7 @@ class ParquetFileFormat
 
   override def shortName(): String = "parquet"
 
-  override def toString: String = "ParquetFormat"
+  override def toString: String = "Parquet"
 
   override def hashCode(): Int = getClass.hashCode()
 
diff --git a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/text/TextFileFormat.scala b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/text/TextFileFormat.scala
index abb6059f75ba8..c7353989f6ccc 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/text/TextFileFormat.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/execution/datasources/text/TextFileFormat.scala
@@ -40,6 +40,8 @@ class TextFileFormat extends TextBasedFileFormat with DataSourceRegister {
 
   override def shortName(): String = "text"
 
+  override def toString: String = "Text"
+
   private def verifySchema(schema: StructType): Unit = {
     if (schema.size != 1) {
       throw new AnalysisException(