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

    https://github.com/apache/spark/pull/1725#discussion_r15724621
  
    --- Diff: python/pyspark/statcounter.py ---
    @@ -20,6 +20,14 @@
     import copy
     import math
     
    +_have_numpy = False
    +try:
    +    from numpy import maximum, minimum, sqrt
    +    _have_numpy = True
    +except:
    --- End diff --
    
    How about do in this way:
    
     try:
         from numpy import maximum, minimum, sqrt
     except ImportError:
         maximum = max
         minimum = min
         sqrt = math.sqrt
    
    This will simplify later codes.


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