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The VS Code REPL includes profiling functionality to assess runtime and memory allocation issues.
@profview function_to_profile()
To examine memory use, there is the Profile and PProf packages.
using Profile, PProf @pprof function_to_profile()
There is also AllocCheck.jl which may be more straightforward to use.