Github user WeichenXu123 commented on the issue: https://github.com/apache/spark/pull/20594 I thought again, instead of "removing default value and restore it again later (which may cause some side effects)", maybe the better way is, add a parameter to `DefaultParamsWriter.saveMetadata`, specify which default param need to skip when saving. @mgaido91 Yes I agree with you. Either #20410 or #18982 need to be merged to 2.3, the related issue is possible to cause some strange bugs. cc @jkbradley
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