Github user vanzin commented on the issue:

    https://github.com/apache/spark/pull/14602
  
    I'm personally fine with "things break if you don't set app name", but 
that's not the expectation set in the API:
    
    ```
        /**
         * Sets a name for the application, which will be shown in the Spark 
web UI.
         * If no application name is set, a randomly generated name will be 
used.
         *
         * @since 2.0.0
         */
        def appName(name: String): Builder = config("spark.app.name", name)
    ```
    
    So technically that would be breaking the current API.



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