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

    https://github.com/apache/spark/pull/12968#discussion_r62461327
  
    --- Diff: 
mllib/src/main/scala/org/apache/spark/ml/feature/StopWordsRemover.scala ---
    @@ -73,22 +75,37 @@ class StopWordsRemover(override val uid: String)
       /** @group getParam */
       def getCaseSensitive: Boolean = $(caseSensitive)
     
    -  setDefault(stopWords -> 
StopWordsRemover.loadDefaultStopWords("english"), caseSensitive -> false)
    +  /**
    +   * Locale for doing a case sensitive comparison
    +   * Default: English locale ("en")
    +   * @group param
    +   */
    +  val locale: Param[String] = new Param[String](this, "locale",
    +    "locale for doing a case sensitive comparison")
    +
    +  /** @group setParam */
    +  def setLocale(value: String): this.type = set(locale, value)
    +
    +  /** @group getParam */
    +  def getLocale: String = $(locale)
    +
    +  setDefault(stopWords -> StopWordsRemover.loadDefaultStopWords("english"),
    +    caseSensitive -> false, locale -> "en")
    --- End diff --
    
    If the English set is loaded by default the locale should match, rather 
than use the platform default


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