Combining a profiler object and pstats allows us to manipulate the captured profile data — for instance, to sort the generated statistics differently. In this example, using .sort_stats('ncalls ...

However, Python’s methods for parallelizing operations often require data to be serialized and deserialized between threads or nodes, while Julia’s parallelization is more refined.