Github user dbtsai commented on the pull request:

    https://github.com/apache/spark/pull/9457#issuecomment-153844401
  
    Is return type ` Graph[SparseVector[Double], Double]` required in this 
algorithm? Typically, we don't return breeze type in the public api. However, 
mllib's sparse vector is in mllib package, so there is no way to have graphx 
depending on mllib which will cause circular dependencies. 
    
    I'm working on refactoring out the basic type in mllib into separate 
package, but this will not happen soon. (will likely happen in 1.7). 


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