fix tests and use la test Setfield

Project.toml

@@ -1,7 +1,7 @@
 name = "NonconvexMultistart"
 uuid = "11b12826-7e46-4acf-9706-be0a67f2add7"
 authors = ["Mohamed Tarek <[email protected]> and contributors"]
-version = "0.1.1"
+version = "0.1.2"
 
 [deps]
 ChainRulesCore = "d360d2e6-b24c-11e9-a2a3-2a2ae2dbcce4"
@@ -19,7 +19,7 @@ Hyperopt = "0.4"
 NonconvexCore = "1"
 Parameters = "0.12"
 Reexport = "1"
-Setfield = "0.7"
+Setfield = "0.7, 0.8, 1"
 Sobol = "1"
 julia = "1"
 

src/hyperopt.jl

@@ -119,7 +119,7 @@ function optimize!(workspace::HyperoptWorkspace)
         objective = objective, params = params,
         candidates = candidates,
     )
-    ho = @set _ho.objective = (args...) -> begin
+    ho = switch_objective(_ho, (args...) -> begin
         if length(args) == 2 && sampler isa Hyperopt.Hyperband
             if _sampler isa Hyperopt.GPSampler
                 res, _ = _ho.objective(args[1], args[2]...)
@@ -135,7 +135,7 @@ function optimize!(workspace::HyperoptWorkspace)
         else
             return res
         end
-    end
+    end)
     if _sampler isa Union{Hyperopt.LHSampler, Hyperopt.CLHSampler, Hyperopt.GPSampler}
         Hyperopt.init!(_sampler, ho)
     end
@@ -156,6 +156,19 @@ function optimize!(workspace::HyperoptWorkspace)
     end
 end
 
+function switch_objective(ho, objective)
+    (; iterations, params, candidates, history, results, sampler) = ho
+    return Hyperopt.Hyperoptimizer(;
+        iterations,
+        params,
+        candidates,
+        history,
+        results,
+        sampler,
+        objective,
+    )
+end
+
 function get_linrange_candidates(lb, ub, n)
     return Tuple(Symbol.(:x0_, 1:length(lb))), Tuple(LinRange.(lb, ub, n))
 end