Github user AnthonyTruchet commented on the issue:

    https://github.com/apache/spark/pull/16038
  
    Yes sure the zero Vector is very sparse. Bu ti do not get your suggestion ? 
I see no way to pass a Sparse Vector as zero and get the type of vector to 
change underway to Dense Vector with only operations on Sparse vectors. 
    
    What do you propose ? We do want to accumulate the Sparse Vector built from 
each datapoint into a Dense Vector. And because the type of the zero is the 
type of the return then we need to use a Dense vector as the zero, doesn't it ? 
You might have seen a way out of this I haven't, have you ?
     


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