Github user gatorsmile commented on the issue:
https://github.com/apache/spark/pull/20567
The behavior inconsistency between `toPandas` and `createDataFrame` looks
confusing to end users, I have to admit.
In the current stage, we are unable to merge the fix for these new features
to Spark 2.3 branch. Let us wait for the release of Spark 2.3.0
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