Github user mengxr commented on the pull request:

    https://github.com/apache/spark/pull/7360#issuecomment-121484799
  
    Btw, I have some ideas about how to improve it. Basically, instead of 
getting suffixes in projection, we can actually scan from right to left for 
each sequence and get prefixes. Then in `LocalPrefixSpan`, we reverse the 
ordering to get the correctly ordered sequence. Using the list, the result 
would be stored as a tree. We might get some benefit but let us not try it in 
this PR:)
    
    cc @zhangjiajin 


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