capture precompilation statements with SnoopPrecompile

This is a simple test of the native code-caching functionality
in Julia 1.9. This should greatly improve runtime, at the
expense of greater precompilation time and slightly
greater package load time:

With this PR, the runtime on Julia 1.9:

```
julia> @time using FUSE
 21.957530 seconds (53.10 M allocations: 3.644 GiB, 8.49% gc time, 7.02% compilation time: 13% of which was recompilation)

julia> @time FUSE.warmup()
 43.951729 seconds (501.41 M allocations: 29.219 GiB, 8.02% gc time, 6.47% compilation time)
```

Whereas master:

```
julia> @time using FUSE
 15.015840 seconds (42.16 M allocations: 2.971 GiB, 8.52% gc time, 10.46% compilation time: 13% of which was recompilation)

julia> @time FUSE.warmup()
 373.581675 seconds (796.96 M allocations: 46.873 GiB, 5.31% gc time, 87.77% compilation time: <1% of which was recompilation)
```

xref: #252
xref: #218

Project.toml

@@ -42,6 +42,7 @@ QED = "8bcbec86-48c7-11ec-16a6-c1bc83299373"
 QuadGK = "1fd47b50-473d-5c70-9696-f719f8f3bcdc"
 Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c"
 SimulationParameters = "32ab26d3-25d6-405d-a295-367385e16093"
+SnoopPrecompile = "66db9d55-30c0-4569-8b51-7e840670fc0c"
 SpecialFunctions = "276daf66-3868-5448-9aa4-cd146d93841b"
 TAUENN = "4f5ffc88-c87f-11eb-142e-4d2ba0394a67"
 TEQUILA = "a60c9cbd-e72f-4185-96b6-b8fc312c4d37"

src/FUSE.jl

@@ -6,6 +6,7 @@ using IMAS
 import Plots
 using Plots
 using Printf
+using SnoopPrecompile
 
 #= ===== =#
 #  UTILS  #
@@ -116,6 +117,11 @@ include("logging.jl")
 #= ===== =#
 include("utils_end.jl")
 
+#= ========== =#
+#  PRECOMPILE  #
+#= ========== =#
+include("precompile.jl")
+
 #= ====== =#
 #= EXPORT =#
 #= ====== =#

src/precompile.jl

@@ -0,0 +1,5 @@
+@precompile_setup begin
+    @precompile_all_calls begin
+        FUSE.warmup()
+    end
+end