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2 changes: 1 addition & 1 deletion Project.toml
Original file line number Diff line number Diff line change
Expand Up @@ -38,7 +38,7 @@ DataStructures = "0.17, 0.18, 0.19"
DimensionalData = "0.27, 0.28, 0.29"
DiskArrayEngine = "0.2"
DiskArrayTools = "0.1.12"
DiskArrays = "0.3, 0.4.10"
DiskArrays = "0.4.18"
DocStringExtensions = "0.8, 0.9"
Glob = "1.3"
Interpolations = "0.12, 0.13, 0.14, 0.15, 0.16"
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11 changes: 9 additions & 2 deletions src/DAT/xmap.jl
Original file line number Diff line number Diff line change
Expand Up @@ -406,13 +406,20 @@ compute_to_zarr(ds, "output.zarr")
function xmap end

import Base.mapslices
function mapslices(f, d::YAXArray, addargs...; dims, kwargs...)
function mapslices(f, d::YAXArray, addargs...; dims, dropdims=false, kwargs...)
!isa(dims, Tuple) && (dims = (dims,))
dw = map(dims) do d
Symbol(d)=>Whole()
end
w = windows(d,dw...)
xmap(f,w,inplace=false)
outaxes = YAXArrays.getOutAxis((YAXArrays.ByInference(),), Symbol.(dims), (d,), addargs, f)

returncube = xmap(f, w, output=XOutput(outaxes...), inplace=false)
if dropdims
return Base.dropdims(returncube; dims=Symbol.(dims))
else
return returncube
end
end

struct XFunction{F,O,I} <: Function
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29 changes: 16 additions & 13 deletions src/helpers.jl
Original file line number Diff line number Diff line change
Expand Up @@ -78,19 +78,21 @@ match_axis(a, ax) = match_axis(get_descriptor(a), ax)
getOutAxis(desc, axlist, incubes, pargs, f) = getAxis(desc, unique(axlist))

function getOutAxis(desc::Tuple{ByInference}, axlist, incubes, pargs, f)
inAxes = map(DD.dims, incubes)
inAxSmall = map(i -> filter(j -> in(j, axlist), i) |> collect, inAxes)
axlist = map(axlist) do ax
isa(ax, String) ? Symbol(ax) : ax
end
inAxSmall = map(i -> DD.dims(i, axlist), incubes)
inSizes = map(i -> (map(length, i)...,), inAxSmall)
intypes = map(eltype, incubes)
testars = map((s, it) -> zeros(it, s...), inSizes, intypes)
map(testars) do ta
ta .= rand(Base.nonmissingtype(eltype(ta)), size(ta)...)
if eltype(ta) >: Missing
# Add some missings
randind = rand(1:length(ta), length(ta) ÷ 10)
ta[randind] .= missing
end
end
# map(testars) do ta
# ta .= rand(Base.nonmissingtype(eltype(ta)), size(ta)...)
# if eltype(ta) >: Missing
# # Add some missings
# randind = rand(1:length(ta), length(ta) ÷ 10)
# ta[randind] .= missing
# end
# end
resu = f(testars..., pargs...)
isa(resu, AbstractArray) ||
isa(resu, Number) ||
Expand All @@ -102,16 +104,17 @@ function getOutAxis(desc::Tuple{ByInference}, axlist, incubes, pargs, f)
end
end
outsizes = size(resu)
allAxes = reduce(union, inAxSmall)
outaxes = map(outsizes, 1:length(outsizes)) do s, il
if s > 2
i = findall(i -> i == s, length.(axlist))
i = findall(i -> i == s, length.(allAxes))
if length(i) == 1
return axlist[i[1]]
return allAxes[i[1]]
elseif length(i) > 1
@info "Found multiple matching axes for output dimension $il"
end
end
return Dim{Symbol("OutAxis$(il)")}( 1:s)
return Dim{Symbol("OutAxis$(il)")}(1:s)
end
if !allunique(outaxes)
#TODO: fallback with axis renaming in this case
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24 changes: 24 additions & 0 deletions test/Datasets/datasets.jl
Original file line number Diff line number Diff line change
Expand Up @@ -528,6 +528,30 @@ end
mean_slice = mapslices(mean, cube; dims="Dim_1")

@test mean_slice[1, :, :] == ones(20, 5)
import DimensionalData as DD
a = YAXArray(reshape(1:1000, 10, 20, 5))
b = mapslices(cumsum, a, dims="Dim_1")
@test size(b) == size(a)
@test DD.dims(b) == DD.dims(a)
@test b[3, 1, 1] == 6
@test b[2, 2, :].data == 23:400:1623

c = mapslices(sum, a, dims="Dim_2")
@test size(c) == (1, 10, 5)
@test c.Dim_2 == DD.rebuild(a.Dim_2, [a.Dim_2.val])
@test c.Dim_1 == a.Dim_1
@test c.Dim_3 == a.Dim_3
@test c[1, 3, 3] == 9960

#Test dropdims as well
d = dropdims(c, dims=:Dim_2)
DD.dims(d) == Base.tail(DD.dims(c))

d = mapslices(sum, a, dims="Dim_2", dropdims=true)
@test size(d) == (10, 5)
@test d.Dim_1 == a.Dim_1
@test d.Dim_3 == a.Dim_3
@test d[3, 3] == 9960
end

@testset "Making Cubes from heterogemous data types" begin
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