On 2/22/19 11:22 AM, Ants Aasma wrote:
> On Sun, Feb 17, 2019 at 10:52 AM Fabien COELHO <coe...@cri.ensmp.fr
> <mailto:coe...@cri.ensmp.fr>> wrote:
>
> > I'm trying to use random_zipfian() for benchmarking of skewed data
> sets,
> > and I ran head-first into an issue with rather excessive CPU costs.
> > [...] This happens because generalizedHarmonicNumber() does this:
> >
> > for (i = n; i > 1; i--)
> > ans += pow(i, -s);
> >
> > where n happens to be 1000000000 (range passed to random_zipfian), so
> > the loop takes quite a bit of time.
>
> If you find a better formula for the harmonic number, you are welcome
> and probably get your name on it:-)
>
>
> There are pretty good approximations for s > 1.0 using Riemann zeta
> function and Euler derived a formula for the s = 1 case.
>
I believe that's what random_zipfian() already uses, because for s > 1.0
it refers to "Non-Uniform Random Variate Generation" by Luc Devroye, and
the text references the zeta function. Also, I have not observed serious
issues with the s > 1.0 case (despite the docs seem to suggest there may
be some).
> I also noticed that i is int in this function, but n is int64. That
> seems like an oversight.
>
Indeed.
> Regards,
> Ants Aasma
>
>
cheers
--
Tomas Vondra http://www.2ndQuadrant.com
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