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

    https://github.com/apache/spark/pull/18820#discussion_r132115069
  
    --- Diff: python/pyspark/sql/dataframe.py ---
    @@ -1446,21 +1457,21 @@ def all_of_(xs):
             if isinstance(to_replace, (float, int, long, basestring)):
                 to_replace = [to_replace]
     
    -        if isinstance(value, (float, int, long, basestring)):
    -            value = [value for _ in range(len(to_replace))]
    -
             if isinstance(to_replace, dict):
                 rep_dict = to_replace
                 if value is not None:
                     warnings.warn("to_replace is a dict and value is not None. 
value will be ignored.")
             else:
    +            if isinstance(value, (float, int, long, basestring)) or value 
is None:
    --- End diff --
    
    `bool`  is missing from the types?


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