[Numpy-discussion] Math Library
Charles R Harris
Mon Apr 12 17:29:57 CDT 2010
On Mon, Apr 12, 2010 at 4:19 PM, Travis Oliphant <firstname.lastname@example.org>wrote:
> On Apr 11, 2010, at 4:17 PM, Sebastian Walter wrote:
> > Ermm, the reply above is quite poor, sorry about that.
> > What I meant to say is the following:
> > If there is going to be a discussion about creating a pure C numpy
> > library I'd like to join ;)
> Great. I would really like to get the discussion going. In an
> ideal world we can finish any kind of significant re-factoring in time
> for SciPy this year. It actually feels like the kind of thing that
> can motivate NumPy 2.0 a bit better.
> It sounds to me like nobody will be opposed as long as there is
> continuity to the project and current code still works without
> disruption (i.e. the current C-API for Python extensions is available).
> I am interested in re-factoring in such a way to create minimal impact
> on current NumPy C-API users, but improve maintainability going
> forward and the ability for other projects to use NumPy.
My own thoughts were to have a lowlevel 'loop' library that worked with
strided memory, and an intermediate level above that for buffer objects.
Numpy ufuncs would be a level above that and implement policy type things
like casting, kinds, etc.
Then there is the lowlevel c-library for the functions. I don't think we
should aim at duplicating commonly available functions like sin and exp, but
rather that subset that are sometimes unavailable. In particular, I would
like to get away from having to use double versions of functions instead of
type specific versions.
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