Github user jkbradley commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19208#discussion_r148860542
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/util/ReadWrite.scala ---
    @@ -108,6 +108,13 @@ abstract class MLWriter extends BaseReadWrite with 
Logging {
       protected def saveImpl(path: String): Unit
     
       /**
    +   * `option()` handles extra options. If subclasses need to support extra 
options, override this
    +   * method.
    +   */
    +  @Since("2.3.0")
    +  def option(key: String, value: String): this.type = this
    --- End diff --
    
    Rather than overriding this in each subclass, let's have this option() 
method collect the specified options in a map which is consumed by the subclass 
when saveImpl() is called.


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