Github user erikerlandson commented on the issue:

    https://github.com/apache/spark/pull/22087
  
    This LGTM, but it raises a more general question about the lack of 
single-sample prediction over the entire hierarchy. For example (IMO) there 
should be some kind of single-sample method associated with 
`org.apache.spark.ml.Model`, or `org.apache.spark.ml.Transformer`.


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