Github user dongjoon-hyun commented on the issue:
https://github.com/apache/spark/pull/18257
The problem is Spark RDD supports that in that way until now. We cannot
raise exceptions on Dataset operations inconsistently.
```
scala> sc.range(0,0).collect
res1: Array[Long] = Array()
scala> sc.range(1,10,-1).collect
res2: Array[Long] = Array()
```
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