Github user rxin commented on the pull request:
https://github.com/apache/spark/pull/7392#issuecomment-121690349
Two related tickets:
https://issues.apache.org/jira/browse/SPARK-8609 After initializing a
DataFrame with random columns and a seed, ordering by that random column should
return same sorted order
https://issues.apache.org/jira/browse/SPARK-9071 MonotonicallyIncreasingID
and SparkPartitionID should be marked as nondeterministic
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