SuiteSparseGraphBLAS.jl
SuiteSparseGraphBLAS.jl copied to clipboard
should reductions return dense arrays?
Reductions on SparseMatrixCSC
return dense arrays. Should the same happen for GBMatrix
?
Current behavior is
julia> using SparseArrays, SuiteSparseGraphBLAS
# dense matrices from sparse arrays' reductions for base types
julia> sum(sprand(5,5,0.1); dims=1)
1×5 Matrix{Float64}:
0.0 0.0 0.623837 0.0 0.751621
julia> sum(sprand(5,5,0.1); dims=2)
5×1 Matrix{Float64}:
0.0
1.303100775231686
0.09521454262437534
0.34834841964204744
1.4844961238290506
# sparse matrices from sparse arrays' reductions for this repo
julia> sum(GBMatrix(sprand(5,5,0.1)); dims=2)
5x1 GraphBLAS double matrix, bitmap by col
1 entry, memory: 256 bytes
(4,1) 0.9055
julia> sum(GBMatrix(sprand(5,5,0.1)); dims=1)
5x1 GraphBLAS double matrix, bitmap by col
3 entries, memory: 256 bytes
(2,1) 0.377595
(3,1) 0.114248
(5,1) 0.18736