fixup many unzip things

Author: mcabbott

src/unzipped.jl

@@ -66,12 +66,8 @@ end
 ##### map
 #####
 
-# `unzip_map` can use `StructArrays.components(StructArray(Iterators.map(f, args...)))`,
-# will be useful for the gradient of `map` etc.
-
-
 """
-unzip_map(f, args...)
+    unzip_map(f, args...)
 
 For a function `f` which returns a tuple, this is `== unzip(map(f, args...))`,
 but performed using `StructArrays` for efficiency.
@@ -86,40 +82,36 @@ function unzip_map(f::F, args...) where {F}
 end
 
 unzip_map(f::F, args::Tuple...) where {F} = unzip(map(f, args...))
+# unzip_map(f::F, args::NamedTuple...) where {F} = unzip(map(f, args...))
 
 unzip_map(f::F, args::AbstractGPUArray...) where {F} = unzip(map(f, args...))
 
+"""
+    unzip_map_reversed(f, args...)
+
+For a pure function `f` which returns a tuple, this is `== unzip(map(f, args...))`.
+But the order of evaluation is should be the reverse.
+Does NOT handle `zip`-like behaviour.
+"""
 function unzip_map_reversed(f::F, args...) where {F}
     T = Broadcast.combine_eltypes(f, args)
     if isconcretetype(T)
         T <: Tuple || throw(ArgumentError("""unzip_map_reversed(f, args) only works on functions returning a tuple,
         but f = $(sprint(show, f)) returns type T = $T"""))
     end
     len1 = length(first(args))
-    if all(a -> length(a)==len1, args)
-        rev_args = map(Iterators.reverse, args)
-        outs = StructArrays.components(StructArray(Iterators.map(f, rev_args...)))
-    else
-        len = minimum(length, args)
-        rev_args = map(a -> Iterators.reverse(@view a[begin:begin+len-1]), args)
-        outs = StructArrays.components(StructArray(Iterators.map(f, rev_args...)))
-    end
-    return map(reverse!!, outs)
+    all(a -> length(a)==len1, args) || error("unzip_map_reversed does not handle zip-like behaviour.")
+    return map(reverse!!, unzip_map(f, map(_safereverse, args)...))
 end
 
+# This avoids MethodError: no method matching iterate(::Base.Iterators.Reverse{Tangent{Tuple{Float64, Float64}, Tuple{Float64, Float64}}}) on 1.6
+_safereverse(x) = VERSION > v"1.7" ? Iterators.reverse(x) : reverse(x)
+
 function unzip_map_reversed(f::F, args::Tuple...) where {F}
-    len = minimum(length, args)
-    rev_args = map(a -> reverse(a[1:len]), args)
-    # vlen = Val(len)
-    # rev_args = map(args) do a
-    #     reverse(ntuple(i -> a[i], vlen))  # does not infer better
-    # end
-    return map(reverse, unzip(map(f, rev_args...)))
+    len1 = length(first(args))
+    all(a -> length(a)==len1, args) || error("unzip_map_reversed does not handle zip-like behaviour.")
+    return map(reverse, unzip(map(f, map(reverse, args)...)))
 end
-# function unzip_map_reversed(f::F, args::Tuple{Vararg{Any, N}}...) where {F,N}
-#     rev_args = map(reverse, args)
-#     return map(reverse, unzip(map(f, rev_args...)))
-# end
 
 """
     reverse!!(x)
@@ -135,10 +127,11 @@ function reverse!!(x::AbstractArray)
     end
 end
 reverse!!(x::AbstractArray{<:AbstractZero}) = x
+reverse!!(x) = reverse(x)
 
-frule((_, xdot), ::typeof(reverse!!), x::AbstractArray) = reverse!!(x), reverse!!(xdot)
+frule((_, xdot), ::typeof(reverse!!), x) = reverse!!(x), reverse!!(xdot)
 
-function rrule(::typeof(reverse!!), x::AbstractArray)
+function rrule(::typeof(reverse!!), x)
     reverse!!_back(dy) = (NoTangent(), reverse(unthunk(dy)))
     return reverse!!(x), reverse!!_back
 end
@@ -181,10 +174,16 @@ end
     Expr(:tuple, each...)
 end
 
-unzip(xs::AbstractArray{Tuple{T}}) where {T} = (reinterpret(T, xs),)  # best case, no copy
+function unzip(xs::AbstractArray{Tuple{T}}) where {T}
+    if isbitstype(T)
+        (reinterpret(T, xs),)  # best case, no copy
+    else
+        (map(only, xs),)
+    end
+end
 
 @generated function unzip(xs::AbstractArray{Ts}) where {Ts<:Tuple}
-    each = if count(!Base.issingletontype, Ts.parameters) < 2
+    each = if count(!Base.issingletontype, Ts.parameters) < 2 && all(isbitstype, Ts.parameters)
         # good case, no copy of data, some trivial arrays
         [Base.issingletontype(T) ? :(similar(xs, $T)) : :(reinterpret($T, xs)) for T in Ts.parameters]
     else

test/unzipped.jl

@@ -2,7 +2,7 @@
 using ChainRules: unzip_broadcast, unzip, unzip_map, unzip_map_reversed
 
 @testset "unzipped.jl" begin
-    @testset "basics: $(sprint(show, fun))" for fun in [unzip_broadcast, unzip∘map, unzip∘broadcast, unzip_map, unzip_map_reversed] 
+    @testset "basics: $(sprint(show, fun))" for fun in [unzip_broadcast, unzip∘map, unzip∘broadcast, unzip_map] 
         @test_throws Exception fun(sqrt, 1:3)
 
         @test @inferred(fun(tuple, 1:3, 4:6)) == ([1, 2, 3], [4, 5, 6])
@@ -27,22 +27,32 @@ using ChainRules: unzip_broadcast, unzip, unzip_map, unzip_map_reversed
         end
         @test @inferred(fun(tuple, (1,2,3), [4,5,6])) == ([1, 2, 3], [4, 5, 6])  # mix tuple & vector
     end
-    
+
     @testset "zip behaviour: $unzip_map" for unzip_map in [unzip_map, unzip_map_reversed]
         check(f, args...) = @inferred(unzip_map(f, args...)) == unzip(map(f, args...))
+        check_no_inferr(f, args...) = unzip_map(f, args...) == unzip(map(f, args...))
+
         @test check(tuple, [1 2; 3 4], [5,6,7,8])  # makes a vector
+        @test check_no_inferr(tuple, [1,2,3], (5,6,7))
+        
+        unzip_map == unzip_map_reversed && continue  # does not handle unequal lengths.
+
         @test check(tuple, [1 2; 3 4], [5,6,7])
         @test check(tuple, [1 2; 3 4], [5,6,7,8,9,10])
+        
+        @test check_no_inferr(tuple, [1,2,3], (5,6,7,8))
+        @test check_no_inferr(tuple, [1,2,3,4], (5,6,7))
+        @test check_no_inferr(tuple, [1 2;3 4], (5,6,7))
     end
 
     @testset "unzip_map_reversed" begin
         cnt(x, y) = (x, y) .+ (CNT[] += 1)
         CNT = Ref(0)
-        @test unzip_map_reversed(cnt, [10, 20], [30, 40, 50]) == ([12, 21], [32, 41])
+        @test unzip_map_reversed(cnt, [10, 20], [30, 40]) == ([12, 21], [32, 41])
         @test CNT[] == 2
 
         CNT = Ref(0)
-        @test unzip_map_reversed(cnt, (10, 20, 99), (30, 40)) == ((12, 21), (32, 41))
+        @test unzip_map_reversed(cnt, (10, 20), (30, 40)) == ((12, 21), (32, 41))
     end
 
     @testset "rrules" begin
@@ -76,6 +86,10 @@ using ChainRules: unzip_broadcast, unzip, unzip_map, unzip_map_reversed
         @test unzip([(1,), (3,), (5,)])[1] isa Base.ReinterpretArray
 
         @test unzip(((1,2), (3,4), (5,6))) == ((1, 3, 5), (2, 4, 6))
+  
+        # Bug: these cases cannot be done by reinterpret
+        @test unzip([([1,2],), ([3,4],)]) == ([[1, 2], [3, 4]],)
+        @test unzip([(nothing, [1,2]), (nothing, [3,4])]) == ([nothing, nothing], [[1, 2], [3, 4]])
 
         # test_rrule(unzip, [(1,2), (3,4), (5.0,6.0)], check_inferred=false)  # DimensionMismatch: second dimension of A, 6, does not match length of x, 2