Export wrappers over LineSearches

Author: avik-pal

Project.toml

@@ -1,7 +1,7 @@
 name = "NonlinearSolve"
 uuid = "8913a72c-1f9b-4ce2-8d82-65094dcecaec"
 authors = ["SciML"]
-version = "3.7.3"
+version = "3.8.0"
 
 [deps]
 ADTypes = "47edcb42-4c32-4615-8424-f2b9edc5f35b"

src/NonlinearSolve.jl

@@ -9,8 +9,8 @@ import PrecompileTools: @recompile_invalidations, @compile_workload, @setup_work
 
 @recompile_invalidations begin
     using ADTypes, ConcreteStructs, DiffEqBase, FastBroadcast, FastClosures, LazyArrays,
-          LineSearches, LinearAlgebra, LinearSolve, MaybeInplace, Preferences, Printf,
-          SciMLBase, SimpleNonlinearSolve, SparseArrays, SparseDiffTools
+          LinearAlgebra, LinearSolve, MaybeInplace, Preferences, Printf, SciMLBase,
+          SimpleNonlinearSolve, SparseArrays, SparseDiffTools
 
     import ArrayInterface: undefmatrix, can_setindex, restructure, fast_scalar_indexing
     import DiffEqBase: AbstractNonlinearTerminationMode,
@@ -20,6 +20,7 @@ import PrecompileTools: @recompile_invalidations, @compile_workload, @setup_work
     import FiniteDiff
     import ForwardDiff
     import ForwardDiff: Dual
+    import LineSearches
     import LinearSolve: ComposePreconditioner, InvPreconditioner, needs_concrete_A
     import RecursiveArrayTools: recursivecopy!, recursivefill!
 
@@ -29,7 +30,7 @@ import PrecompileTools: @recompile_invalidations, @compile_workload, @setup_work
     import StaticArraysCore: StaticArray, SVector, SArray, MArray, Size, SMatrix, MMatrix
 end
 
-@reexport using ADTypes, LineSearches, SciMLBase, SimpleNonlinearSolve
+@reexport using ADTypes, SciMLBase, SimpleNonlinearSolve
 
 const AbstractSparseADType = Union{ADTypes.AbstractSparseFiniteDifferences,
     ADTypes.AbstractSparseForwardMode, ADTypes.AbstractSparseReverseMode}
@@ -157,6 +158,7 @@ export NewtonDescent, SteepestDescent, Dogleg, DampedNewtonDescent, GeodesicAcce
 # Globalization
 ## Line Search Algorithms
 export LineSearchesJL, NoLineSearch, RobustNonMonotoneLineSearch, LiFukushimaLineSearch
+export Static, HagerZhang, MoreThuente, StrongWolfe, BackTracking
 ## Trust Region Algorithms
 export RadiusUpdateSchemes
 

src/globalization/line_search.jl

@@ -53,6 +53,10 @@ end
 
 LineSearchesJL(method; kwargs...) = LineSearchesJL(; method, kwargs...)
 function LineSearchesJL(; method = LineSearches.Static(), autodiff = nothing, α = true)
+    if method isa LineSearchesJL  # Prevent breaking old code
+        return LineSearchesJL(method.method, α, autodiff)
+    end
+
     if method isa AbstractNonlinearSolveLineSearchAlgorithm
         Base.depwarn("Passing a native NonlinearSolve line search algorithm to \
                       `LineSearchesJL` or `LineSearch` is deprecated. Pass the method \
@@ -65,6 +69,18 @@ end
 
 Base.@deprecate_binding LineSearch LineSearchesJL true
 
+Static(args...; kwargs...) = LineSearchesJL(LineSearches.Static(args...; kwargs...))
+HagerZhang(args...; kwargs...) = LineSearchesJL(LineSearches.HagerZhang(args...; kwargs...))
+function MoreThuente(args...; kwargs...)
+    return LineSearchesJL(LineSearches.MoreThuente(args...; kwargs...))
+end
+function BackTracking(args...; kwargs...)
+    return LineSearchesJL(LineSearches.BackTracking(args...; kwargs...))
+end
+function StrongWolfe(args...; kwargs...)
+    return LineSearchesJL(LineSearches.StrongWolfe(args...; kwargs...))
+end
+
 # Wrapper over LineSearches.jl algorithms
 @concrete mutable struct LineSearchesJLCache <: AbstractNonlinearSolveLineSearchCache
     f