Github user jkbradley commented on a diff in the pull request: https://github.com/apache/spark/pull/18428#discussion_r124185896 --- Diff: mllib/src/main/scala/org/apache/spark/ml/tuning/ValidatorParams.scala --- @@ -126,10 +126,22 @@ private[ml] object ValidatorParams { extraMetadata: Option[JObject] = None): Unit = { import org.json4s.JsonDSL._ + var numParamsNotJson = 0 val estimatorParamMapsJson = compact(render( instance.getEstimatorParamMaps.map { case paramMap => paramMap.toSeq.map { case ParamPair(p, v) => - Map("parent" -> p.parent, "name" -> p.name, "value" -> p.jsonEncode(v)) + v match { + case writeableObj: MLWritable => --- End diff -- Per my comment below in the load() section, this should be restricted to DefaultParamsWritable for now. Could you please do so, but also add a check which throws an error if `v` is MLWritable but not DefaultParamsWritable?
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