Github user BryanCutler commented on the pull request:
https://github.com/apache/spark/pull/11906#issuecomment-205545296
Hmmm, I'm not sure if that would completely solve this.. The scala version
of `CountVectorizerModel` allows to construct it from a "vocab" set, instead of
fitting the estimator. So when I tried that on the Python side, I needed to
define an "inputCol" param. After adding the `HasInputCol` mixin to the model
class, this ownership problem happened.
I think there still needs to be some way to override the default
`JavaModel` UID before calling the parent `__init__()`
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