Github user dongjoon-hyun commented on the issue:

    https://github.com/apache/spark/pull/18778
  
    @gatorsmile . Two usages (the comment-out lines) were broken here as you 
concerned.
    ```scala
      @Test
      public void scalaSparkContext() {
        List<String> jars = List$.MODULE$.empty();
        Map<String, String> environment = Map$.MODULE$.empty();
    
        new SparkContext(new 
SparkConf().setMaster("local").setAppName("name")).stop();
        new SparkContext("local", "name", new SparkConf()).stop();
        // new SparkContext("local", "name").stop();
        // new SparkContext("local", "name", "sparkHome", jars).stop();
        new SparkContext("local", "name", "sparkHome", jars, 
environment).stop();
      }
    ```
    This Scala behavior is due to 
[SI-4278](https://issues.scala-lang.org/browse/SI-4278) instead of SI-8479. 
Since SI-4278 is `Won'tFix`, may I update the description more clearly, or 
simply remove it?


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