rok commented on pull request #7044:
URL: https://github.com/apache/arrow/pull/7044#issuecomment-654457797


   Hey @mrkn - sorry I didn't have capacity to reply for a while.
   
   If I remember correctly only SciPy has this architecture of COO index having 
two vectors instead of one 2D matrix.
   
   Question: could we handle this as a special case of COO tensor rather than a 
new type? Could we serialize `(row, col)` data as a single row major tensor of 
COO type and only deserialize it into the SciPy layout if desired? (I'm asking 
because I'm not sure if such approach is feasible)
   
   If we go for a new type - could I propose a name SparseCOOMatrix (as opposed 
to n-dimensional SparseCOOTensor). It could perhaps be shortened to `COOM`?


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