Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/20682#discussion_r171738603
  
    --- Diff: python/pyspark/ml/tuning.py ---
    @@ -15,6 +15,7 @@
     # limitations under the License.
     #
     import itertools
    +import sys
    --- End diff --
    
    Could we
    
    ```
    import itertools
    import sys
    from multiprocessing.pool import ThreadPool
    
    import numpy as np
    ...
    ```
    ?


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