lilithhafner / ptrarrays.jl Goto Github PK
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License: MIT License
Back to the stone age!
License: MIT License
I was wondering if it would be possible to bump PtrArray
from a subtype of AbstractArray
to a subtype of DenseArray
. At first glance, as the memory layout is in fact dense and strided, it might make sense to make that explicit.
For me specifically, I would like to play around with these array types in the context of TensorOperations.jl
and Strided.jl
. There, contractions of multiple tensors often involves temporary array objects, and TensorOperations itself already inserts alloc and free calls within the generated code. It should thus be quite easy to plug PtrArrays in there, but the current implementation uses Strided.jl, which works on DenseArrays.
If this makes any sense, I'd be happy to drop a PR.
julia> using MallocArrays
julia> x = malloc(Int, 10000000, 10000000, 10000000, 100000000);
julia> typeof(x)
MallocArray{Int64, 4}
julia> size(x)
(10000000, 10000000, 10000000, 100000000)
julia> length(x)
7886392056514347008
julia> x[1]
[301693] signal 11 (1): Segmentation fault
in expression starting at REPL[7]:1
Segmentation fault (core dumped)
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I'll open a PR within a few hours, please be patient!
Since AliasTables depends on PtrArrays, the license of PtrArrays is problematic for downstream packages such as Distributions or StatsBase that want to avoid (or at least minimize) GPL dependencies. See e.g. JuliaStats/Distributions.jl#1864. Based on JuliaStats/Distributions.jl#1864 (comment), I assume it might be possible to relicense PtrArrays under the MIT license?
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