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Message #07169
Re: New thoughts on LA
2008/4/4, Anders Logg <logg@xxxxxxxxx>:
> On Fri, Apr 04, 2008 at 12:57:02PM +0200, Martin Sandve Alnæs wrote:
> > 2008/4/4, Anders Logg <logg@xxxxxxxxx>:
> > > Ola and I have been discussing some of the issues with the linear
> > > algebra design.
> > >
> > > There are two classes of functions: those that work through the
> > > GenericFoo interface, like assemble(), and those that need to resolve
> > > the backend, like FooMatrix::mult(). The reason we need to resolve the
> > > backend in some functions is that we want to call the backend for
> > > efficiency. For example, in PETScMatrix::mult(), we want to call
> > > MatMult in PETSc and not reimplement A*x through the GenericFoo
> > > interface.
> > >
> > > So, if we want to have mult() in the GenericMatrix interface, we need
> > > to implement it in the PETScMatrix subclass and try to resolve the
> > > PETSc backend. The first iteration would be something like this:
> > >
> > > const PETScMatrix& PETScMatrix::mult(const GenericVector& x,
> > > GenericVector& Ax)
> > > {
> > > const PETScMatrix* xx = dynamic_cast<PETScMatrix*>(&x);
> > > const PETScMatrix* Axx = dynamic_cast<PETScMatrix*>(&Ax);
> > >
> > > if (!xx || !Axx)
> > > error("Incompatible types for matrix-vector multiplication.");
> > >
> > > MatMult(A, xx->vec(), Axx->vec());
> > >
> > > return *this;
> > > }
> > >
> > > This works if the arguments are PETScVectors.
> > >
> > > It also works if the arguments are uBlasVectors (an exception will be
> > > thrown which is the correct behaviour).
> > >
> > > Now, the problem is that it won't work if the arguments are Vectors
> > > that are wrappers for PETScVectors. Thus, even if you have two Vectors
> > > which in principle are PETScVectors, it won't work, but it should.
> > >
> > > A simple solution is to add one function to the GenericVector (and
> > > other GenericFoo classes):
> > >
> > > // Return instance (implementation)
> > > GenericVector* instance();
> > >
> > > In PETScVector, the implementation will be
> > >
> > > PETScVector* instance() { return this; }
> > >
> > > while in Vector, the implementation will be
> > >
> > > GenericVector* instance() { return this->vector; }
> > >
> > > The second (and final?) iteration of mult() would then be
> > >
> > > const PETScMatrix& PETScMatrix::mult(const GenericVector& x,
> > > GenericVector& Ax)
> > > {
> > > const PETScMatrix* xx = dynamic_cast<PETScMatrix*>(x.instance());
> > > const PETScMatrix* Axx = dynamic_cast<PETScMatrix*>(Ax.instance());
> > >
> > > if (!xx || !Axx)
> > > error("Incompatible types for matrix-vector multiplication.");
> > >
> > > MatMult(A, xx->vec(), Axx->vec());
> > >
> > > return *this;
> > > }
> > >
> > > Will this solve all/some problems, or are are there some issues we
> > > haven't thought of. I guess Martin will have some nice counter-examples. :-)
> > >
> > >
> >
>
> > We discussed this on monday after Kent implemented vec() that way, and
> > I'm guessing you won't be convinced by my counterargument: "it feels
> > strange" :-)
>
>
> Yes, it's strange but that's life.
>
>
> > u = v->instance()->instance()->instance()->instance()->instance();
> >
> > At least I like the name instance() better than vec() for this.
> >
> > The function vec() should be defined by a convention, not in the interface,
> > and return a pointer to the underlying backend-specific type.
> > I.e. a petsc Vec, Epetra_FEVector, ublas_vector.
> >
> > One could then write "pretty" code like:
> >
> > uBlasVector * tmp = dynamic_cast<uBlasVector*>(some_generic_vector->instance());
> > if(!tmp) dolfin_error("...");
> > ublas_vector & v = *(tmp->vec());
> >
> > // use v as an ublas_vector with all its functionality
> >
> > without using multiple inheritance in uBlasVector.
> >
> >
> > We could make a helper function for this:
> >
> > ublas_vector * as_ublas_vector(GenericVector & gv)
> > {
> > uBlasVector * tmp = dynamic_cast<uBlasVector*>(gv.instance());
> > if(!tmp) dolfin_error("...");
> > return tmp->vec();
> > }
> >
> > ublas_vector & v = *as_ublas_vector(some_generic_vector);
>
>
> I like that.
>
>
> > And we'll need const versions of vec(), instance(), and as_ublas_vector(...).
>
>
> Yes. Anyway, it sounds like you don't have any major objections?
>
>
> > But the "fun" part begins when considering cross-language memory management...
>
>
> I trust you will fix this. ;-)
Probably not... It's very very difficult (or impossible) to make a
failsafe system involving a mixture of different libraries, so I'll
probably be satisfied with keeping references in Python manually
myself where strange situations occur.
--
Martin
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