[IPython-User] distributed arrays
Mon Mar 7 15:49:16 CST 2011
Just a few notes off the top of my head:
* Trilinos is developed largely for finite element approximations to PDEs, so there is a strong emphasis on unstructured grids (resulting in single index rather than multi-dimensional arrays), and no FFT support yet.
* Linear algebra classes such as Vectors are in the Epetra package. I have created python wrapper classes that inherit, e.g., from both the Vector C++ class and the numpy array python class. This means you can have distributed arrays that are locally recognized (in python) as multidimensional, but not globally recognized as multidimensional by either python or the underlying C++.
* I'm fairly certain that FFTPACK, e.g., supports distributed FFTs. So the hard part is done and what is left to do is an interface that works with Epetra.
On Mar 7, 2011, at 2:01 PM, Fernando Perez wrote:
> Dear Samuel,
> On Mon, Mar 7, 2011 at 10:32 AM, samuel sinayoko
> <firstname.lastname@example.org> wrote:
>> This is really useful. I didn't know about these projects. I'll see if I can
>> use ipythondistarray for my problem and will let you know how things go.
> I'm CC'ing here Bill Spotz, the author of the pytrilinos code, who may
> be able to provide you with some more info (Bill, for reference, this
> is about distributed arrays in python, see
> for the background).
> Bill has continued to maintain pytrilinos, and the underlying Trilinos
> machinery is complex but precisely designed for large-scale, really
> high end computing, so it may fit your needs well.
> Note that this isn't dissing Brian's work, simply that as he already
> said, that code hasn't seen much recent development, while Trilinos
> (and PetSc) both have high-end production-ready machinery under the
> hood and are used in large-scale computing everyday, so they may be a
> good choice.
> Now, if you want to pitch in to improve a lightweight, pure-python set
> of distributed arrays (since trilinos and petsc are pretty non-trivial
> dependencies), that would be awesome and I'm sure Brian would love the
> help :)
** Bill Spotz **
** Sandia National Laboratories Voice: (505)845-0170 **
** P.O. Box 5800 Fax: (505)284-0154 **
** Albuquerque, NM 87185-0370 Email: email@example.com **
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