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[backport] Handle missing values in dataframe with category dtype. (#7331) #7413

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merged 2 commits into from Nov 10, 2021

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  • Replace -1 in pandas initializer.
  • Unify IsValid functor.
  • Mimic pandas data handling in cuDF glue code.
  • Check invalid categories.
  • Fix DDM sketching.

* Replace -1 in pandas initializer.
* Unify `IsValid` functor.
* Mimic pandas data handling in cuDF glue code.
* Check invalid categories.
* Fix DDM sketching.
@trivialfis trivialfis merged commit 14c56f0 into dmlc:release_1.5.1 Nov 10, 2021
@trivialfis trivialfis deleted the backport-cat-missing branch November 10, 2021 13:24
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