Github user viirya commented on the pull request:

    https://github.com/apache/spark/pull/3643#issuecomment-67447322
  
    Yes. The additional tests are used to test these bugs we found in this PR. 
For example, `fastSquaredDistance(v2, norm2, v4, norm4, precision)` is used to 
test the case where two `SparseVector`s have different indices which is the 
major bug you mentioned.
    
    Original test only contains the cases of `SparseVector` vs. `DenseVector` 
and `DenseVector` vs. `DenseVector`. The additional test includes comprehensive 
tests for different combinations.
    



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