Thread for transformations like reproject, simplify, etc

src/primitives.jl

@@ -1,3 +1,4 @@
+
 # # Primitive functions
 
 # This file mainly defines the [`apply`](@ref) function.
@@ -27,15 +28,24 @@ apply(f, ::Type{Target}, geom; kw...) where Target = _apply(f, Target, geom; kw.
 
 _apply(f, ::Type{Target}, geom; kw...)  where Target =
     _apply(f, Target, GI.trait(geom), geom; kw...)
+function _apply(f, ::Type{Target}, ::Nothing, A::AbstractArray; threaded=false, kw...) where Target
+    _maptasks(eachindex(A); threaded) do i
+        _apply(f, Target, A[i]; kw...)
+    end
+end
 # Try to _apply over iterables
 _apply(f, ::Type{Target}, ::Nothing, iterable; kw...) where Target =
     map(x -> _apply(f, Target, x; kw...), iterable)
 # Rewrap feature collections
-function _apply(f, ::Type{Target}, ::GI.FeatureCollectionTrait, fc; crs=GI.crs(fc), calc_extent=false) where Target
-    applicator(feature) = _apply(f, Target, feature; crs, calc_extent)::GI.Feature
-    features = map(applicator, GI.getfeature(fc))
+function _apply(f, ::Type{Target}, ::GI.FeatureCollectionTrait, fc; 
+    crs=GI.crs(fc), calc_extent=false, threaded=false
+) where Target
+    features = _maptasks(1:GI.nfeature(fc); threaded) do i
+        feature = GI.getfeature(fc, i)
+        _apply(f, Target, feature; crs, calc_extent)::GI.Feature
+    end
     if calc_extent
-        extent = rebuce(features; init=GI.extent(first(features))) do (acc, f)
+        extent = reduce(features; init=GI.extent(first(features))) do acc, f
             Extents.union(acc, Extents.extent(f))
         end
         return GI.FeatureCollection(features; crs, extent)
@@ -44,7 +54,9 @@ function _apply(f, ::Type{Target}, ::GI.FeatureCollectionTrait, fc; crs=GI.crs(f
     end
 end
 # Rewrap features
-function _apply(f, ::Type{Target}, ::GI.FeatureTrait, feature; crs=GI.crs(feature), calc_extent=false) where Target
+function _apply(f, ::Type{Target}, ::GI.FeatureTrait, feature; 
+    crs=GI.crs(feature), calc_extent=false, threaded=false
+) where Target
     properties = GI.properties(feature)
     geometry = _apply(f, Target, GI.geometry(feature); crs, calc_extent)
     if calc_extent
@@ -56,11 +68,12 @@ function _apply(f, ::Type{Target}, ::GI.FeatureTrait, feature; crs=GI.crs(featur
 end
 # Reconstruct nested geometries
 function _apply(f, ::Type{Target}, trait, geom; 
-    crs=GI.crs(geom), calc_extent=false
+    crs=GI.crs(geom), calc_extent=false, threaded=false
 )::(GI.geointerface_geomtype(trait)) where Target
     # TODO handle zero length...
-    applicator(g) = _apply(f, Target, g; crs, calc_extent)
-    geoms = map(applicator, GI.getgeom(geom))
+    geoms = _maptasks(1:GI.ngeom(geom); threaded) do i
+        _apply(f, Target, GI.getgeom(geom, i); crs, calc_extent)
+    end
     if calc_extent
         extent = GI.extent(first(geoms))
         for g in geoms
@@ -72,14 +85,14 @@ function _apply(f, ::Type{Target}, trait, geom;
     end
 end
 # Apply f to the target geometry
-_apply(f, ::Type{Target}, ::Trait, geom; crs=GI.crs(geom), calc_extent=false) where {Target,Trait<:Target} = f(geom)
+_apply(f, ::Type{Target}, ::Trait, geom; crs=GI.crs(geom), kw...) where {Target,Trait<:Target} = f(geom)
 # Fail if we hit PointTrait without running `f`
-_apply(f, ::Type{Target}, trait::GI.PointTrait, geom; crs=nothing, calc_extent=false) where Target =
+_apply(f, ::Type{Target}, trait::GI.PointTrait, geom; crs=nothing, kw...) where Target =
     throw(ArgumentError("target $Target not found, but reached a `PointTrait` leaf"))
 # Specific cases to avoid method ambiguity
-_apply(f, ::Type{GI.PointTrait}, trait::GI.PointTrait, geom; crs=nothing, calc_extent=false) = f(geom)
-_apply(f, ::Type{GI.FeatureTrait}, ::GI.FeatureTrait, feature; crs=GI.crs(feature), calc_extent=false) = f(feature)
-_apply(f, ::Type{GI.FeatureCollectionTrait}, ::GI.FeatureCollectionTrait, fc; crs=GI.crs(fc)) = f(fc)
+_apply(f, ::Type{GI.PointTrait}, trait::GI.PointTrait, geom; kw...) = f(geom)
+_apply(f, ::Type{GI.FeatureTrait}, ::GI.FeatureTrait, feature; kw...) = f(feature)
+_apply(f, ::Type{GI.FeatureCollectionTrait}, ::GI.FeatureCollectionTrait, fc; kw...) = f(fc)
 
 """
     unwrap(target::Type{<:AbstractTrait}, obj)
@@ -234,3 +247,34 @@ end
 function rebuild(trait::GI.PolygonTrait, geom::GB.Polygon, child_geoms; crs=nothing)
     Polygon(child_geoms[1], child_geoms[2:end])
 end
+
+using Base.Threads: nthreads, @threads, @spawn
+
+
+# Threading utility, modified Mason Protters threading PSA
+# run `f` over ntasks, where f recieves an AbstractArray/range
+# of linear indices
+function _maptasks(f, taskrange; threaded=false)
+    if threaded
+        ntasks = length(taskrange)
+        # Customize this as needed. 
+        # More tasks have more overhead, but better load balancing
+        tasks_per_thread = 2 
+        chunk_size = max(1, ntasks ÷ (tasks_per_thread * nthreads()))
+        # partition the range into chunks
+        task_chunks = Iterators.partition(taskrange, chunk_size) 
+        # Map over the chunks
+        tasks = map(task_chunks) do chunk
+            # Spawn a task to process this chunk
+            @spawn begin
+                # Where we map `f` over the chunk indices 
+                map(f, chunk)
+            end
+        end
+
+        # Finally we join the results into a new vector
+        return reduce(vcat, map(fetch, tasks))
+    else
+        return map(f, taskrange)
+    end
+end

src/transformations/extent.jl

@@ -6,7 +6,7 @@ calculating and adding an `Extents.Extent` to all objects.
 
 This can improve performance when extents need to be checked multiple times.
 """
-embed_extent(x) = apply(extent_applicator, AbstractTrait, x)
+embed_extent(x; kw...) = apply(AbstractTrait, x; kw...)
 
 extent_applicator(x) = extent_applicator(trait(x), x)
 extent_applicator(::Nothing, xs::AbstractArray) = embed_extent.(xs)

src/transformations/reproject.jl

@@ -38,8 +38,18 @@ function reproject(geom;
     source_crs=nothing, target_crs=nothing, transform=nothing, kw...
 )
     if isnothing(transform)
-        source_crs = isnothing(source_crs) ? GeoInterface.crs(geom) : source_crs
+        if isnothing(source_crs) 
+            source_crs = if GI.trait(geom) isa Nothing && geom isa AbstractArray
+                GeoInterface.crs(first(geom))
+            else
+                GeoInterface.crs(geom)
+            end
+        end
+
+        # If its still nothing, error
         isnothing(source_crs) && throw(ArgumentError("geom has no crs attatched. Pass a `source_crs` keyword"))
+
+        # Otherwise reproject
         reproject(geom, source_crs, target_crs; kw...)
     else
         reproject(geom, transform; kw...)
@@ -49,16 +59,17 @@ function reproject(geom, source_crs, target_crs;
     time=Inf,
     always_xy=true,
     transform=Proj.Transformation(Proj.CRS(source_crs), Proj.CRS(target_crs); always_xy),
+    kw...
 )
-    reproject(geom, transform; time, target_crs)
+    reproject(geom, transform; time, target_crs, kw...)
 end
-function reproject(geom, transform::Proj.Transformation; time=Inf, target_crs=nothing)
+function reproject(geom, transform::Proj.Transformation; time=Inf, target_crs=nothing, kw...)
     if _is3d(geom)
-        return apply(PointTrait, geom; crs=target_crs) do p
+        return apply(PointTrait, geom; crs=target_crs, kw...) do p
             transform(GI.x(p), GI.y(p), GI.z(p))
         end
     else
-        return apply(PointTrait, geom; crs=target_crs) do p
+        return apply(PointTrait, geom; crs=target_crs, kw...) do p
             transform(GI.x(p), GI.y(p))
         end
     end

src/transformations/simplify.jl

@@ -99,7 +99,8 @@ GI.npoint(simple)
 6
 ```
 """
-simplify(data; calc_extent=false, kw...) = _simplify(DouglasPeucker(; kw...), data; calc_extent)
+simplify(data; calc_extent=false, threaded=false, kw...) =
+    _simplify(DouglasPeucker(; kw...), data; calc_extent, threaded)
 simplify(alg::SimplifyAlg, data; kw...) = _simplify(alg, data; kw...)
 
 function _simplify(alg::SimplifyAlg, data; kw...)

test/transformations/reproject.jl

@@ -38,5 +38,8 @@ import Proj
     # Embedded crs check
     @test GI.crs(multipolygon3857) == EPSG(3857)
     @test GI.crs(multipolygon4326) == EPSG(4326)
+
+    # Run it threaded over 100 replicates
+    GO.reproject([multipolygon3857 for _ in 1:100]; target_crs=EPSG(4326), threaded=true, calc_extent=true)
 end
 

test/transformations/simplify.jl

@@ -4,15 +4,17 @@ import GeoInterface as GI
 import GeometryOps as GO
 import GeoJSON
 
-# Unncomment when JSON3 bumps a patch version
-# @testset "simplify" begin
-#     datadir = realpath(joinpath(dirname(pathof(GO)), "../test/data"))
-#     fc = GeoJSON.read(joinpath(datadir, "simplify.geojson"))
-#     fc2 = GeoJSON.read(joinpath(datadir, "simplify2.geojson"))
+@testset "simplify" begin
+    datadir = realpath(joinpath(dirname(pathof(GO)), "../test/data"))
+    fc = GeoJSON.read(joinpath(datadir, "simplify.geojson"))
+    fc2 = GeoJSON.read(joinpath(datadir, "simplify2.geojson"))
+    T = GO.RadialDistance
+    fcs = [fc for i in 1:100]
 
-#     for T in (GO.RadialDistance, GO.VisvalingamWhyatt, GO.DouglasPeucker)
-#         @test length(collect(GO.flatten(GI.PointTrait, GO.simplify(T(number=10), fc)))) == 10
-#         @test length(collect(GO.flatten(GI.PointTrait, GO.simplify(T(ratio=0.5), fc)))) == 39 # Half of 78
-#         GO.simplify(T(tol=0.001), fc)
-#     end
-# end
+    for T in (GO.RadialDistance, GO.VisvalingamWhyatt, GO.DouglasPeucker)
+        @test length(collect(GO.flatten(GI.PointTrait, GO.simplify(T(number=10), fc)))) == 10
+        @test length(collect(GO.flatten(GI.PointTrait, GO.simplify(T(ratio=0.5), fc)))) == 39 # Half of 78
+        GO.simplify(T(tol=0.001), fc; threaded=true, calc_extent=true)
+        GO.simplify(T(tol=0.001), fcs; threaded=true, calc_extent=true)
+    end
+end