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| 1 | +# This example shows how to use MPI.Scatterv! and MPI.Gatherv! |
| 2 | +# roughly based on the example from |
| 3 | +# https://stackoverflow.com/a/36082684/392585 |
| 4 | + |
| 5 | +using MPI |
| 6 | + |
| 7 | +""" |
| 8 | + split_count(N::Integer, n::Integer) |
| 9 | +
|
| 10 | +Return a vector of `n` integers which are approximately equally sized and sum to `N`. |
| 11 | +""" |
| 12 | +function split_count(N::Integer, n::Integer) |
| 13 | + q,r = divrem(N, n) |
| 14 | + return [i <= r ? q+1 : q for i = 1:n] |
| 15 | +end |
| 16 | + |
| 17 | + |
| 18 | +MPI.Init() |
| 19 | + |
| 20 | +comm = MPI.COMM_WORLD |
| 21 | +rank = MPI.Comm_rank(comm) |
| 22 | +comm_size = MPI.Comm_size(comm) |
| 23 | + |
| 24 | +root = 0 |
| 25 | + |
| 26 | +if rank == root |
| 27 | + M, N = 4, 7 |
| 28 | + |
| 29 | + test = Float64[i for i = 1:M, j = 1:N] |
| 30 | + output = similar(test) |
| 31 | + |
| 32 | + # Julia arrays are stored in column-major order, so we need to split along the last dimension |
| 33 | + # dimension |
| 34 | + M_counts = [M for i = 1:comm_size] |
| 35 | + N_counts = split_count(N, comm_size) |
| 36 | + |
| 37 | + # store sizes in 2 * comm_size Array |
| 38 | + sizes = vcat(M_counts', N_counts') |
| 39 | + |
| 40 | + # store number of values to send to each rank in comm_size length Vector |
| 41 | + counts = vec(prod(sizes, dims=1)) |
| 42 | + |
| 43 | + test_vbuf = VBuffer(test, counts) # VBuffer for scatter |
| 44 | + output_vbuf = VBuffer(output, counts) # VBuffer for gather |
| 45 | +else |
| 46 | + # these variables can be set to `nothing` on non-root processes |
| 47 | + sizes = nothing |
| 48 | + output_vbuf = test_vbuf = VBuffer(nothing) |
| 49 | +end |
| 50 | + |
| 51 | +if rank == root |
| 52 | + println("Original matrix") |
| 53 | + println("================") |
| 54 | + @show test sizes counts |
| 55 | + println() |
| 56 | + println("Each rank") |
| 57 | + println("================") |
| 58 | +end |
| 59 | +MPI.Barrier(comm) |
| 60 | + |
| 61 | +local_M, local_N = MPI.Scatter!(sizes, zeros(Int, 2), root, comm) |
| 62 | +local_test = MPI.Scatterv!(test_vbuf, zeros(Float64, local_M, local_N), root, comm) |
| 63 | + |
| 64 | +for i = 0:comm_size-1 |
| 65 | + if rank == i |
| 66 | + @show rank local_test |
| 67 | + end |
| 68 | + MPI.Barrier(comm) |
| 69 | +end |
| 70 | + |
| 71 | +MPI.Gatherv!(local_test, output_vbuf, root, comm) |
| 72 | + |
| 73 | +if rank == root |
| 74 | + println() |
| 75 | + println("Final matrix") |
| 76 | + println("================") |
| 77 | + @show output |
| 78 | +end |
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