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

    https://github.com/apache/spark/pull/6019#discussion_r30261470
  
    --- Diff: mllib/src/main/scala/org/apache/spark/ml/util/Identifiable.scala 
---
    @@ -19,15 +19,24 @@ package org.apache.spark.ml.util
     
     import java.util.UUID
     
    +
     /**
    - * Object with a unique id.
    + * Trait for an object with an immutable unique ID that identifies itself 
and its derivatives.
      */
    -private[ml] trait Identifiable extends Serializable {
    +trait Identifiable {
    +
    +  /**
    +   * An immutable unique ID for the object and its derivatives.
    --- End diff --
    
    How user-facing is this?  Should we provide more info/promises about how it 
is used, or should we wait until that is clearer to us?


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