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

    https://github.com/apache/spark/pull/16971#discussion_r103270963
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/stat/StatFunctions.scala 
---
    @@ -91,7 +100,13 @@ object StatFunctions extends Logging {
         }
         val summaries = df.select(columns: 
_*).rdd.aggregate(emptySummaries)(apply, merge)
     
    -    summaries.map { summary => probabilities.map(summary.query) }
    +    summaries.map { summary =>
    +      try {
    +        probabilities.map(summary.query)
    +      } catch {
    +        case e: SparkException => Seq.empty[Double]
    --- End diff --
    
    Please do not use the Exception handling for this purpose. Instead, you can 
return None. 


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