fix: better handle reconstructing initializeprob with new types

Author: AayushSabharwal

src/systems/diffeqs/abstractodesystem.jl

@@ -1310,6 +1310,11 @@ function InitializationProblem{iip, specialize}(sys::AbstractSystem,
                 pmap = parammap, guesses, extra_metadata = (; use_scc)); fully_determined)
     end
 
+    meta = get_metadata(isys)
+    if meta isa InitializationSystemMetadata
+        @set! isys.metadata.oop_reconstruct_u0_p = ReconstructInitializeprob(sys, isys)
+    end
+
     ts = get_tearing_state(isys)
     unassigned_vars = StructuralTransformations.singular_check(ts)
     if warn_initialize_determined && !isempty(unassigned_vars)

src/systems/nonlinear/initializesystem.jl

@@ -192,7 +192,7 @@ function generate_initializesystem(sys::AbstractSystem;
         defs[k] = substitute(defs[k], paramsubs)
     end
     meta = InitializationSystemMetadata(
-        anydict(u0map), anydict(pmap), additional_guesses, additional_initialization_eqs, extra_metadata)
+        anydict(u0map), anydict(pmap), additional_guesses, additional_initialization_eqs, extra_metadata, nothing)
     return NonlinearSystem(eqs_ics,
         vars,
         pars;
@@ -204,12 +204,29 @@ function generate_initializesystem(sys::AbstractSystem;
         kwargs...)
 end
 
+struct ReconstructInitializeprob
+    getter::Any
+    setter::Any
+end
+
+function ReconstructInitializeprob(srcsys::AbstractSystem, dstsys::AbstractSystem)
+    syms = [unknowns(dstsys); reduce(vcat, reorder_parameters(dstsys, parameters(dstsys)); init = [])]
+    getter = getu(srcsys, syms)
+    setter = setsym_oop(dstsys, syms)
+    return ReconstructInitializeprob(getter, setter)
+end
+
+function (rip::ReconstructInitializeprob)(srcvalp, dstvalp)
+    rip.setter(dstvalp, rip.getter(srcvalp))
+end
+
 struct InitializationSystemMetadata
     u0map::Dict{Any, Any}
     pmap::Dict{Any, Any}
     additional_guesses::Dict{Any, Any}
     additional_initialization_eqs::Vector{Equation}
     extra_metadata::NamedTuple
+    oop_reconstruct_u0_p::Union{Nothing, ReconstructInitializeprob}
 end
 
 function is_parameter_solvable(p, pmap, defs, guesses)
@@ -239,55 +256,24 @@ function SciMLBase.remake_initialization_data(
         if !SciMLBase.has_sys(oldinitprob.f) || !(oldinitprob.f.sys isa NonlinearSystem)
             return oldinitdata
         end
-        pidxs = ParameterIndex[]
-        pvals = []
-        u0idxs = Int[]
-        u0vals = []
-        for sym in variable_symbols(oldinitprob)
-            if is_variable(sys, sym) || has_observed_with_lhs(sys, sym)
-                u0 !== missing || continue
-                idx = variable_index(oldinitprob, sym)
-                push!(u0idxs, idx)
-                push!(u0vals, eltype(u0)(state_values(oldinitprob, idx)))
-            else
-                p !== missing || continue
-                idx = variable_index(oldinitprob, sym)
-                push!(u0idxs, idx)
-                push!(u0vals, typeof(getp(sys, sym)(p))(state_values(oldinitprob, idx)))
-            end
-        end
-        if p !== missing
-            for sym in parameter_symbols(oldinitprob)
-                push!(pidxs, parameter_index(oldinitprob, sym))
-                if is_time_dependent(sys) && isequal(sym, get_iv(sys))
-                    push!(pvals, t0)
-                else
-                    push!(pvals, getp(sys, sym)(p))
-                end
-            end
-        end
-        if isempty(u0idxs)
-            newu0 = state_values(oldinitprob)
-        else
-            newu0 = remake_buffer(
-                oldinitprob.f.sys, state_values(oldinitprob), u0idxs, u0vals)
-        end
-        if isempty(pidxs)
-            newp = parameter_values(oldinitprob)
+        oldinitsys = oldinitprob.f.sys
+        meta = get_metadata(oldinitsys)
+        if meta isa InitializationSystemMetadata && meta.oop_reconstruct_u0_p !== nothing
+            reconstruct_fn = meta.oop_reconstruct_u0_p
         else
-            newp = remake_buffer(
-                oldinitprob.f.sys, parameter_values(oldinitprob), pidxs, pvals)
+            reconstruct_fn = ReconstructInitializeprob(sys, oldinitsys)
         end
+        new_initu0, new_initp = reconstruct_fn(ProblemState(; u = newu0, p = newp, t = t0), oldinitprob)
         if oldinitprob.f.resid_prototype === nothing
             newf = oldinitprob.f
         else
             newf = NonlinearFunction{
                 SciMLBase.isinplace(oldinitprob.f), SciMLBase.specialization(oldinitprob.f)}(
                 oldinitprob.f;
                 resid_prototype = calculate_resid_prototype(
-                    length(oldinitprob.f.resid_prototype), newu0, newp))
+                    length(oldinitprob.f.resid_prototype), new_initu0, new_initp))
         end
-        initprob = remake(oldinitprob; f = newf, u0 = newu0, p = newp)
+        initprob = remake(oldinitprob; f = newf, u0 = new_initu0, p = new_initp)
         return SciMLBase.OverrideInitData(initprob, oldinitdata.update_initializeprob!,
             oldinitdata.initializeprobmap, oldinitdata.initializeprobpmap)
     end