[SciPy-Dev] replacing integrate.cumtrapz with numpy.trapz
Charles R Harris
Sat Jul 17 08:48:19 CDT 2010
On Sat, Jul 17, 2010 at 7:38 AM, Ralf Gommers
> On Sat, Jul 17, 2010 at 8:57 PM, Charles R Harris <
> email@example.com> wrote:
>> On Sat, Jul 17, 2010 at 2:42 AM, Ralf Gommers <
>> firstname.lastname@example.org> wrote:
>>> integrate.cumtrapz and numpy.trapz do exactly the same thing and the code
>>> is very similar but not identical, as pointed out in
>>> http://projects.scipy.org/scipy/ticket/720. Assuming numpy.trapz is not
>>> going anywhere, can we replace the scipy version with it?
>>> For a small bonus, the numpy version is about 10% faster (tested for
>>> several array shapes):
>>> >>> a = np.arange(1e4).reshape(500, 20)
>>> >>> %timeit np.trapz(a, axis=1)
>>> 10000 loops, best of 3: 182 us per loop
>>> >>> %timeit sp.integrate.cumtrapz(a, axis=1)
>>> 1000 loops, best of 3: 209 us per loop
>> Replacement seems reasonable to me. We should try to prune duplicate
>> functionality with numpy taking precedence.
>> Just to double check, that also means deprecating the name cumtrapz right?
Yes, I think so. And maybe a ticket to remove it later although that means
having versions in trac for future releases. Maybe we should have a
"deprecated" component so we can use such tickets.
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