JohnHBauer commented on issue #26527: [SPARK-29691] ensure Param objects are 
valid in fit, transform
URL: https://github.com/apache/spark/pull/26527#issuecomment-554058531
 
 
   Estimator.fit and Transformer.transform use a shared mechanism for copying 
parameters, both call Params.copy, the bulk of its implementation is in 
_copyValues.  This is the right place to do this.  I observe that fit and 
transform have already checked that the extra params are in a dict, so that 
check is superfluous.
   This doesn't change the published API, since the requirement that values be 
param objects is not documented.

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