There are some differences between tmap from OhMyThreads and map/pmap from Base/Distributed when dealing with arrays having different axes.
I think it would be great if the behaviour would be the same so that tmap could be used in place of map without worrying about getting different results.
Same examples:
using Distributed
using OffsetArrays
using OhMyThreads
v = OffsetVector(rand(10), 11:20)
# tmap always returns an Array
map(x -> x + 1, v) isa OffsetVector
pmap(x -> x + 1, v) isa OffsetVector
tmap(x -> x + 1, v) isa Vector
# Different exception type when axes do not match
map(+, v, 1:10) # throws DimensionMismatch
pmap(+, v, 1:10) # throws DimensionMismatch
tmap(+, v, 1:10) # throws ErrorException
# In the case the inputs are vectors and have no offset axes, map/pmap allow them to have different lengths
map(+, 1:5, 1:10) # 5-element Vector{Int64}
pmap(+, 1:5, 1:10) # 5-element Vector{Int64}
tmap(+, 1:5, 1:10) # throws ErrorException
There are some differences between
tmapfromOhMyThreadsandmap/pmapfromBase/Distributedwhen dealing with arrays having different axes.I think it would be great if the behaviour would be the same so that
tmapcould be used in place ofmapwithout worrying about getting different results.Same examples: