John Compitello created SPARK-19648:
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             Summary: Unable to access column containing '.' for approxQuantile 
function on DataFrame
                 Key: SPARK-19648
                 URL: https://issues.apache.org/jira/browse/SPARK-19648
             Project: Spark
          Issue Type: Bug
          Components: PySpark, SQL
    Affects Versions: 2.0.2
         Environment: Running spark in an ipython prompt on Mac OSX. 
            Reporter: John Compitello


It seems that the approx quantiles method does not offer any way to access a 
column with a period in string name. I am aware of the backtick solution, but 
it does not work in this scenario.

For example, let's say I have a column named 'va.x'. Passing approx quantiles 
this string without backticks results in the following error:

'Cannot resolve column name '`va.x`' given input columns: ........'

Note that backticks seem to have been automatically inserted, but it cannot 
find column name regardless. 

If I do include backticks, I get a different error. An IllegalArgumentException 
is thrown as follows:

"IllegalArgumentException: 'Field "`va.x`" does not exist."



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