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

    https://github.com/apache/spark/pull/11871#discussion_r56937008
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/feature/StopWordsRemover.scala ---
    @@ -123,21 +95,74 @@ class StopWordsRemover(override val uid: String)
       /** @group getParam */
       def getCaseSensitive: Boolean = $(caseSensitive)
     
    -  setDefault(stopWords -> StopWords.English, caseSensitive -> false)
    +  /**
    +    * the language of stop words
    +    * Default: "english"
    +    * @group param
    +    */
    +  val language: Param[String] = new Param[String](this, "language", 
"stopwords language")
    +
    +  /** @group setParam */
    +  def setLanguage(value: String): this.type = {
    +    val lang = value.toLowerCase
    +    require(StopWords.languageMap.contains(lang), s"$lang is not in 
language list")
    --- End diff --
    
    use ParamValidators.


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