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1. Code profiling - Python 2

   Let the profiler execute the code

   import hotshot
   
   prof = hotshot.Profile("hotshot_stats.prof")
   prof.runcall(my_function)
   prof.close()
   

   Display results

   from hotshot import stats
   
   s = stats.load("hotshot_stats.prof")
   s.strip_dirs()
   s.sort_stats('time', 'calls')
   s.print_stats(20)