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https://issues.apache.org/jira/browse/SPARK-16467?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=15370028#comment-15370028
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Dongjoon Hyun commented on SPARK-16467:
---------------------------------------

Hi, you missed `"` in the last command. :)
{code}
> collect(describe(sdfIris, "Species"))
  summary   Species
1   count       150
2    mean      <NA>
3  stddev      <NA>
4     min    setosa
5     max virginica
{code}

> After importing R data.frame, although DataFrame columns show . replaced by 
> _,  the describe() function gives warnings on . in the name
> ---------------------------------------------------------------------------------------------------------------------------------------
>
>                 Key: SPARK-16467
>                 URL: https://issues.apache.org/jira/browse/SPARK-16467
>             Project: Spark
>          Issue Type: Bug
>          Components: SparkR
>    Affects Versions: 1.6.1
>            Reporter: Neil Dewar
>            Priority: Minor
>
> When importing an R data.frame into a Spark DataFrame using 
> createDataFrame(), if the R data.frame column names contain period characters 
> "." they are converted to underscores "_".    Most SparkR functions then 
> display the column names with the underscores.  
> If the describe() function is used, with the option for a specific function 
> name, warning messages are displayed about the use of period characters.
> Example:
> sdfIris <- createDataFrame(sqlContext, iris)
> str(sdfIris) # works fine
> collect(describe(sdfIris, Species))
> the last function above throws a string of warnings such as:
> 1: In FUN(X[[i]], ...) :  Use Sepal_Length instead of Sepal.Length  as column 
> name
> Note, the describe() function appears to work ok if no column name is 
> specified but fails if a column name is specified, even if the specified name 
> did not contain a period.



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