srowen commented on issue #25776: [SPARK-28985][PYTHON][ML] Add common classes (JavaPredictor/JavaClassificationModel/JavaProbabilisticClassifier) in PYTHON URL: https://github.com/apache/spark/pull/25776#issuecomment-533370571 That's a broad question, and I don't have a strong opinion on it, mostly because I am not much of a Python user. I do think the Pyspark hierarchy exists to mimic the Scala hierarchy in general, because it's backed by Scala implementations. That's inevitable. So changes that synchronize the hierarchies are probably good. Making things more conventionally private that should be private is probably also welcome for Spark 3.
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