diff --git a/sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala b/sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala
index e1fdb2f2876b9..1ae8f27dc9566 100644
--- a/sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala
+++ b/sql/core/src/main/scala/org/apache/spark/sql/SparkSession.scala
@@ -757,32 +757,7 @@ object SparkSession {
      *
      * @since 2.0.0
      */
-    def config(key: String, value: Long): Builder = synchronized {
-      options += key -> value.toString
-      this
-    }
-
-    /**
-     * Sets a config option. Options set using this method are automatically propagated to
-     * both `SparkConf` and SparkSession's own configuration.
-     *
-     * @since 2.0.0
-     */
-    def config(key: String, value: Double): Builder = synchronized {
-      options += key -> value.toString
-      this
-    }
-
-    /**
-     * Sets a config option. Options set using this method are automatically propagated to
-     * both `SparkConf` and SparkSession's own configuration.
-     *
-     * @since 2.0.0
-     */
-    def config(key: String, value: Boolean): Builder = synchronized {
-      options += key -> value.toString
-      this
-    }
+    def config(key: String, value: AnyVal): Builder = config(key, value.toString)
 
     /**
      * Sets a list of config options based on the given `SparkConf`.