Cassette error with ODEProblem of DifferentialEquations.jl

[ferrolho]

I am trying to call jacobian_sparsity with a function that solves an ODEProblem, but it crashes with the error ERROR: MethodError: no method matching metadatatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Type}).

Minimal working example:

using DifferentialEquations
using SparsityDetection

function dynamics!(ẋ, x, p, t)
    a, b, c = x

    ẋ[1] = a + sin(a - c) - 3c
    ẋ[2] = 3a + cos(a + b + c) + 2c

    return ẋ
end

function dynamics_defects!(dx, x)
    xᵢ, tᵢ, xᵢ₊₁ = x[1:3], x[4], x[5:6]

    # Forward dynamics
    prob = ODEProblem(dynamics!, xᵢ, (0.0, tᵢ))
    sol = solve(prob, Euler(), dt = tᵢ)
    
    # Calculate defects
    copyto!(dx, sol.u[end][1:2] - xᵢ₊₁)

    return nothing
end

input = rand(6)
output = zeros(2)
sparsity_pattern = jacobian_sparsity(dynamics_defects!, output, input)

Stacktrace:

ERROR: MethodError: no method matching metadatatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Type})
Closest candidates are:
  metadatatype(::Type{#s111} where #s111<:(Cassette.Context{nametype(JacobianSparsityContext),M,T,P,B,H} where H<:Union{Cassette.DisableHooks, Nothing} where B<:Union{Nothing, IdDict{Module,Dict{Symbol,Cassette.BindingMeta}}} where P<:Cassette.AbstractPass where T<:Union{Nothing, Cassette.Tag} where M), ::Type{#s16} where #s16<:Number) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/jacobian.jl:68
  metadatatype(::Type{#s111} where #s111<:(Cassette.Context{nametype(JacobianSparsityContext),M,T,P,B,H} where H<:Union{Cassette.DisableHooks, Nothing} where B<:Union{Nothing, IdDict{Module,Dict{Symbol,Cassette.BindingMeta}}} where P<:Cassette.AbstractPass where T<:Union{Nothing, Cassette.Tag} where M), ::DataType) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/jacobian.jl:65
  metadatatype(::Type{#s15} where #s15<:Cassette.Context, ::DataType) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:233
Stacktrace:
 [1] metatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Type}) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:148
 [2] macro expansion at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:254 [inlined]
 [3] metametatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Method}) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:238
 [4] metatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Method}) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:148
 [5] macro expansion at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:0 [inlined]
 [6] metametatype(::Type{Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Type{Array{Method,1}}) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:259
 [7] initmeta(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Array{Method,1}, ::Cassette.NoMetaData) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:306
 [8] tag(::Array{Method,1}, ::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Cassette.NoMetaData) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:343 (repeats 2 times)
 [9] macro expansion at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:501 [inlined]
 [10] tagged_new_array(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{Array{Method,1}}, ::UndefInitializer, ::Int64) at /home/henrique/.julia/packages/Cassette/158rp/src/tagging.jl:499
 [11] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{Array{Method,1}}, ::UndefInitializer, ::Int64) at /home/henrique/.julia/packages/Cassette/158rp/src/context.jl:285
 [12] Array at ./boot.jl:424 [inlined]
 [13] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{Array{Method,1}}) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [14] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{T} where T) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [15] _collect at ./array.jl:567 [inlined]
 [16] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(Base._collect), ::Type{Method}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Base.Generator{Base.Iterators.Filter{Base.var"#17#19",Array{Any,1}},Base.var"#16#18"},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:f, :iter),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:flt, :itr),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:mod,),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:contents,),Tuple{Cassette.Mutable{Cassette.Meta}}}}}}}}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta,1}}}}}}}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Base.SizeUnknown) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [17] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Type{T} where T, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Base.Generator{Base.Iterators.Filter{Base.var"#17#19",Array{Any,1}},Base.var"#16#18"},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:f, :iter),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:flt, :itr),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:mod,),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:contents,),Tuple{Cassette.Mutable{Cassette.Meta}}}}}}}}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta,1}}}}}}}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Base.SizeUnknown) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:37
 [18] collect at ./array.jl:562 [inlined]
 [19] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(collect), ::Type{Method}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Base.Generator{Base.Iterators.Filter{Base.var"#17#19",Array{Any,1}},Base.var"#16#18"},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:f, :iter),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:flt, :itr),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:mod,),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:contents,),Tuple{Cassette.Mutable{Cassette.Meta}}}}}}}}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta,1}}}}}}}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [20] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Type{T} where T, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Base.Generator{Base.Iterators.Filter{Base.var"#17#19",Array{Any,1}},Base.var"#16#18"},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:f, :iter),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:flt, :itr),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:mod,),Tuple{Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},NamedTuple{(:contents,),Tuple{Cassette.Mutable{Cassette.Meta}}}}}}}}},Cassette.Immutable{Cassette.Meta{Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta,1}}}}}}}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:37
 [21] methods at ./reflection.jl:887 [inlined]
 [22] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(methods), ::typeof(dynamics!), ::Type{Tuple}, ::Nothing) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [23] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Function, ::Type{T} where T, ::Nothing) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [24] methods at ./reflection.jl:905 [inlined]
 ... (the last 3 lines are repeated 1 more time)
 [28] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(methods), ::typeof(dynamics!)) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [29] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Function) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [30] numargs at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/utils.jl:13 [inlined]
 [31] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(DiffEqBase.numargs), ::typeof(dynamics!)) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [32] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Function) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [33] isinplace at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/utils.jl:42 [inlined]
 [34] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(isinplace), ::typeof(dynamics!), ::Int64) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [35] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Function, ::Int64) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [36] #ODEFunction#98 at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/diffeqfunction.jl:391 [inlined]
 [37] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::DiffEqBase.var"##ODEFunction#98", ::Base.Iterators.Pairs{Symbol,Nothing,NTuple{10,Symbol},NamedTuple{(:analytic, :tgrad, :jac, :jvp, :vjp, :Wfact, :Wfact_t, :paramjac, :syms, :colorvec),NTuple{10,Nothing}}}, ::Type{ODEFunction}, ::typeof(dynamics!)) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0 (repeats 2 times)
 [38] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::NamedTuple{(:analytic, :tgrad, :jac, :jvp, :vjp, :Wfact, :Wfact_t, :paramjac, :syms, :colorvec),NTuple{10,Nothing}}, ::Type{T} where T, ::Function) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [39] convert at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/diffeqfunction.jl:1083 [inlined]
 [40] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(convert), ::Type{ODEFunction}, ::typeof(dynamics!)) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [41] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Type{T} where T, ::Function) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:58
 [42] #ODEProblem#232 at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/problems/ode_problems.jl:76 [inlined]
 [43] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::DiffEqBase.var"##ODEProblem#232", ::Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}}, ::Type{ODEProblem}, ::typeof(dynamics!), ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Tuple{Float64,Float64},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Tuple{Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::DiffEqBase.NullParameters) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [44] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Base.Iterators.Pairs{Union{},Union{},Tuple{},NamedTuple{(),Tuple{}}}, ::Type{T} where T, ::Function, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Tuple{Float64,Float64},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Tuple{Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::DiffEqBase.NullParameters) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:37
 [45] ODEProblem at /home/henrique/.julia/packages/DiffEqBase/LGnTa/src/problems/ode_problems.jl:76 [inlined]
 ... (the last 3 lines are repeated 1 more time)
 [49] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{ODEProblem}, ::typeof(dynamics!), ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Tuple{Float64,Float64},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Tuple{Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [50] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Type{T} where T, ::Function, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Tuple{Float64,Float64},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Tuple{Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}},Cassette.Immutable{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta}}},Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:37
 [51] dynamics_defects! at ./REPL[5]:5 [inlined]
 [52] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(dynamics_defects!), ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [53] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/propagate_tags.jl:45
 [54] overdub(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::typeof(Core._apply_iterate), ::Function, ::Function, ::Tuple{Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}},Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}}) at /home/henrique/.julia/packages/Cassette/158rp/src/context.jl:266
 [55] #2 at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/controlflow.jl:148 [inlined]
 [56] recurse(::Cassette.Context{nametype(JacobianSparsityContext),Tuple{Sparsity,SparsityDetection.Path},Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},SparsityDetection.var"##PassType#253",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::SparsityDetection.var"#2#3"{typeof(dynamics_defects!),Tuple{Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}},Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}}}) at /home/henrique/.julia/packages/Cassette/158rp/src/overdub.jl:0
 [57] abstract_run(::SparsityDetection.var"#22#24", ::Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}, ::Function, ::Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}}, ::Vararg{Cassette.Tagged{Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Array{Float64,1},Union{SparsityDetection.JacInput, SparsityDetection.JacOutput, SparsityDetection.ProvinanceSet},Array{Cassette.Meta{SparsityDetection.ProvinanceSet,Cassette.NoMetaMeta},1},Cassette.Context{nametype(JacobianSparsityContext),Sparsity,Cassette.Tag{nametype(JacobianSparsityContext),0x5a4345c7a7af0026,Nothing},Cassette.var"##PassType#255",IdDict{Module,Dict{Symbol,Cassette.BindingMeta}},Cassette.DisableHooks}},N} where N; verbose::Bool) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/controlflow.jl:148
 [58] jacobian_sparsity(::Function, ::Array{Float64,1}, ::Array{Float64,1}; sparsity::Sparsity, verbose::Bool, raw::Bool) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/jacobian.jl:135
 [59] jacobian_sparsity(::Function, ::Array{Float64,1}, ::Array{Float64,1}) at /home/henrique/.julia/packages/SparsityDetection/AQ5is/src/jacobian.jl:130

Status:

(test-proj) pkg> st
Status `~/test-proj/Project.toml`
  [0c46a032] DifferentialEquations v6.14.0
  [684fba80] SparsityDetection v0.3.2