Profiling, sum-comprehension vs reduce
Terry Reedy
tjreedy at udel.edu
Sat Sep 13 14:21:49 EDT 2008
Steven D'Aprano wrote:
> If you want to see reduce really shine, time it with a C-based function
> rather than one written in pure Python:
>
>>>> Timer('reduce(add, xrange(10000))',
> ... 'from operator import add').repeat(number=10000)
> [19.724750995635986, 19.410486936569214, 19.614511013031006]
>>>> Timer('reduce(add, xrange(10000))',
> ... 'def add(x, y): return x+y').repeat(number=10000)
> [45.210143089294434, 44.814558982849121, 46.906874895095825]
...
> Of course, sum() is even faster than reduce:
>
>>>> Timer('sum(xrange(10000))').repeat(number=10000)
> [9.814924955368042, 8.7169640064239502, 9.5062401294708252]
'Of course', because the irreducible difference between reduce(add.seq)
and sum(seq) is that reduce has to call an add function while sum has
the operation built-in in place of a call.
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