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https://issues.apache.org/jira/browse/SPARK-17833?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=16309411#comment-16309411
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Sujith Jay Nair commented on SPARK-17833:
-----------------------------------------

This issue is resolved in 2.0, as mentioned in [SPARK-14241 | 
https://issues.apache.org/jira/browse/SPARK-14241]

> 'monotonicallyIncreasingId()' should be deterministic
> -----------------------------------------------------
>
>                 Key: SPARK-17833
>                 URL: https://issues.apache.org/jira/browse/SPARK-17833
>             Project: Spark
>          Issue Type: Bug
>          Components: SQL
>            Reporter: Kevin Ushey
>            Priority: Critical
>
> Right now, it's (IMHO) too easy to shoot yourself in the foot using 
> 'monotonicallyIncreasingId()', as it's easy to expect the generated numbers 
> to function as a 'stable' primary key, for example, and then go on to use 
> that key in e.g. 'joins' and so on.
> Is there any reason why this function can't be made deterministic? Or, could 
> a deterministic analogue of this function be added (e.g. 
> 'withPrimaryKey(columnName = ...)')?
> A solution is to immediately cache / persist the table after calling 
> 'monotonicallyIncreasingId()'; it's also possible that the documentation 
> should spell that out loud and clear.



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