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

    https://github.com/apache/spark/pull/5679#discussion_r29041189
  
    --- Diff: core/src/main/scala/org/apache/spark/SparkContext.scala ---
    @@ -1055,7 +1055,7 @@ class SparkContext(config: SparkConf) extends Logging 
with ExecutorAllocationCli
       /** Build the union of a list of RDDs. */
       def union[T: ClassTag](rdds: Seq[RDD[T]]): RDD[T] = {
         val partitioners = rdds.flatMap(_.partitioner).toSet
    -    if (partitioners.size == 1) {
    +    if (rdds.forall(_.partitioner.isDefined) && partitioners.size == 1) {
    --- End diff --
    
    Yeah I like this. I suppose that the pre-existing condition already caught 
the empty RDD case, which `PartitionerAwareUnionRDD` will reject. Although 
symmetry between this check and the following one would be nice I don't think 
it's important. This looks correct since clearly `PartitionerAwareUnionRDD` 
intends to operate only on RDDs with partitioners.


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