Github user akopich commented on the pull request:

    https://github.com/apache/spark/pull/1269#issuecomment-78184948
  
    @renchengchang 
    What do you mean by "topic vector"? A vector of p(t|d) \forall t?  If so, 
you can find these vectors in `RDD[DocumentParameters]` which is returned by 
`infer(documents: RDD[Document], ...)` method. `DocumentParameters` stores a 
document a vector of p(t|d) \forall t which is referred as `theta`. BTW, the 
order of documents is remained the same. 


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