[Numpy-discussion] Enhancements for NumPy's FFTs
Charles R Harris
Sat Mar 14 16:01:31 CDT 2009
On Sat, Mar 14, 2009 at 2:24 PM, Charles R Harris <firstname.lastname@example.org
> On Sat, Mar 14, 2009 at 2:16 PM, Sturla Molden <email@example.com> wrote:
>> 1) I have noticed that fftpack_litemodule.c does not release the GIL
>> around calls to functions in fftpack.c. I cannot se any obvious reason for
>> this. As far as I can tell, the functions in fftpack.c are re-entrant.
>> 2) If fftpack_lite did release the GIL, it would allow functions in
>> numpy.fft to use multithreading for multiple FFTs in parallel
>> (threading.Thread are ok, not special compilation needed).
>> 3) Is there any reason numpy.fft does not have dct? If not, I'd suggest
>> addition of numpy.fft.dct and numpy.fft.idct.
>> 4) Regarding ticket #400: Cython now makes this easy. NumPy's FFTs should
>> be exposed to C extesions without calling back to Python.
>> Can I open a ticket for this and take care of it? At least 1, 2 and 4
>> should only take me an hour or so to write, so it might even be ready for
> Give it a shot. Note that the fft transforms also use int instead of intp,
> which limits the maximum transform size to 32 bits. Fixing that is somewhere
> on my todo list but I would be happy to leave it to you ;) Although I expect
> transforms > 2GB aren't all that common.
On the reentrant bit, IIRC fftpack builds a table of sin/cos. It might be
worth checking/making that thread safe.
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