More fixes for interface tests

Project.toml

@@ -1,6 +1,9 @@
 name = "SparseDiffTools"
 uuid = "47a9eef4-7e08-11e9-0b38-333d64bd3804"
-authors = ["Pankaj Mishra <[email protected]>", "Chris Rackauckas <[email protected]>"]
+authors = [
+    "Pankaj Mishra <[email protected]>",
+    "Chris Rackauckas <[email protected]>",
+]
 version = "2.19.0"
 
 [deps]
@@ -68,6 +71,7 @@ Zygote = "0.6"
 julia = "1.10"
 
 [extras]
+AllocCheck = "9b6a8646-10ed-4001-bbdc-1d2f46dfbb1a"
 BandedMatrices = "aae01518-5342-5314-be14-df237901396f"
 BlockBandedMatrices = "ffab5731-97b5-5995-9138-79e8c1846df0"
 Enzyme = "7da242da-08ed-463a-9acd-ee780be4f1d9"
@@ -83,4 +87,18 @@ Test = "8dfed614-e22c-5e08-85e1-65c5234f0b40"
 Zygote = "e88e6eb3-aa80-5325-afca-941959d7151f"
 
 [targets]
-test = ["Test", "BandedMatrices", "BlockBandedMatrices", "Enzyme", "IterativeSolvers", "Pkg", "Random", "SafeTestsets", "Symbolics", "Zygote", "StaticArrays"]
+test = [
+    "Test",
+    "AllocCheck",
+    "BandedMatrices",
+    "BlockBandedMatrices",
+    "Enzyme",
+    "IterativeSolvers",
+    "Pkg",
+    "PolyesterForwardDiff",
+    "Random",
+    "SafeTestsets",
+    "Symbolics",
+    "Zygote",
+    "StaticArrays",
+]

src/SparseDiffTools.jl

@@ -31,6 +31,9 @@ end
 
 abstract type AbstractAutoDiffVecProd end
 
+my_dense_ad(ad::AbstractADType) = ad
+my_dense_ad(ad::AutoSparse) = ADTypes.dense_ad(ad)
+
 include("coloring/high_level.jl")
 include("coloring/backtracking_coloring.jl")
 include("coloring/contraction_coloring.jl")

src/highlevel/common.jl

@@ -171,8 +171,13 @@ If `fx` is not specified, it will be computed by calling `f(x)`.
 A cache for computing the Jacobian of type `AbstractMaybeSparseJacobianCache`.
 """
 function sparse_jacobian_cache(
-        ad::AbstractADType, sd::AbstractSparsityDetection, args...; kwargs...)
-    return sparse_jacobian_cache_aux(mode(ad), ad, sd, args...; kwargs...)
+        ad::AbstractADType, sd::AbstractSparsityDetection, f, x; fx = nothing)
+    return sparse_jacobian_cache_aux(mode(ad), ad, sd, f, x; fx)
+end
+
+function sparse_jacobian_cache(
+        ad::AbstractADType, sd::AbstractSparsityDetection, f!, x, fx)
+    return sparse_jacobian_cache_aux(mode(ad), ad, sd, f!, x, fx)
 end
 
 function sparse_jacobian_static_array(ad, cache, f, x::SArray)

src/highlevel/forward_mode.jl

@@ -17,7 +17,7 @@ function sparse_jacobian_cache_aux(
         sd::AbstractMaybeSparsityDetection, f::F, x; fx = nothing) where {F}
     coloring_result = sd(ad, f, x)
     fx = fx === nothing ? similar(f(x)) : fx
-    tag = __standard_tag(ad.tag, f, x)
+    tag = __standard_tag(my_dense_ad(ad).tag, f, x)
     if coloring_result isa NoMatrixColoring
         cache = ForwardDiff.JacobianConfig(f, x, __chunksize(ad, x), tag)
         jac_prototype = nothing
@@ -34,7 +34,7 @@ function sparse_jacobian_cache_aux(
         ::ForwardMode, ad::Union{AutoSparse{<:AutoForwardDiff}, AutoForwardDiff},
         sd::AbstractMaybeSparsityDetection, f!::F, fx, x) where {F}
     coloring_result = sd(ad, f!, fx, x)
-    tag = __standard_tag(ad.tag, f!, x)
+    tag = __standard_tag(my_dense_ad(ad).tag, f!, x)
     if coloring_result isa NoMatrixColoring
         cache = ForwardDiff.JacobianConfig(f!, fx, x, __chunksize(ad, x), tag)
         jac_prototype = nothing

test/runtests.jl

@@ -42,7 +42,6 @@ if GROUP == "Core" || GROUP == "All"
 end
 
 if GROUP == "InterfaceI" || GROUP == "All"
-    activate_env("1.10specific")
     @time @safetestset "Jac Vecs and Hes Vecs" begin
         include("test_jaches_products.jl")
     end