Amesos2 - Direct Sparse Solver Interfaces Version of the Day
Amesos2_Details_LinearSolverFactory_def.hpp
Go to the documentation of this file.
1// @HEADER
2// *****************************************************************************
3// Amesos2: Templated Direct Sparse Solver Package
4//
5// Copyright 2011 NTESS and the Amesos2 contributors.
6// SPDX-License-Identifier: BSD-3-Clause
7// *****************************************************************************
8// @HEADER
9
13
14#ifndef AMESOS2_DETAILS_LINEARSOLVERFACTORY_DEF_HPP
15#define AMESOS2_DETAILS_LINEARSOLVERFACTORY_DEF_HPP
16
17#include "Amesos2_config.h"
18#include "Amesos2_Factory.hpp"
19#include "Amesos2_Solver.hpp"
20#include "Trilinos_Details_LinearSolver.hpp"
21#include "Trilinos_Details_LinearSolverFactory.hpp"
22#include <type_traits>
23
24
25#ifdef HAVE_AMESOS2_EPETRA
26# include "Epetra_CrsMatrix.h"
27#endif // HAVE_AMESOS2_EPETRA
28
29// mfh 23 Jul 2015: Tpetra is currently a required dependency of Amesos2.
30#ifndef HAVE_AMESOS2_TPETRA
31# define HAVE_AMESOS2_TPETRA
32#endif // HAVE_AMESOS2_TPETRA
33
34#ifdef HAVE_AMESOS2_TPETRA
35# include "Tpetra_CrsMatrix.hpp"
36#endif // HAVE_AMESOS2_TPETRA
37
38namespace Amesos2 {
39namespace Details {
40
41// For a given linear algebra implementation's Operator type OP,
42// find the corresponding CrsMatrix type.
43//
44// Amesos2 unfortunately only does ETI for Tpetra::CrsMatrix, even
45// though it could very well take Tpetra::RowMatrix.
46template<class OP>
47struct GetMatrixType {
48 typedef int type; // flag (see below)
49
50
51#ifdef HAVE_AMESOS2_EPETRA
52 static_assert(! std::is_same<OP, Epetra_MultiVector>::value,
53 "Amesos2::Details::GetMatrixType: OP = Epetra_MultiVector. "
54 "This probably means that you mixed up MV and OP.");
55#endif // HAVE_AMESOS2_EPETRA
56
57#ifdef HAVE_AMESOS2_TPETRA
58 static_assert(! std::is_same<OP, Tpetra::MultiVector<typename OP::scalar_type,
59 typename OP::local_ordinal_type, typename OP::global_ordinal_type,
60 typename OP::node_type> >::value,
61 "Amesos2::Details::GetMatrixType: OP = Tpetra::MultiVector. "
62 "This probably means that you mixed up MV and OP.");
63#endif // HAVE_AMESOS2_TPETRA
64};
65
66#ifdef HAVE_AMESOS2_EPETRA
67template<>
68struct GetMatrixType<Epetra_Operator> {
69 typedef Epetra_CrsMatrix type;
70};
71#endif // HAVE_AMESOS2_EPETRA
72
73
74#ifdef HAVE_AMESOS2_TPETRA
75template<class S, class LO, class GO, class NT>
76struct GetMatrixType<Tpetra::Operator<S, LO, GO, NT> > {
77 typedef Tpetra::CrsMatrix<S, LO, GO, NT> type;
78};
79#endif // HAVE_AMESOS2_TPETRA
80
81template<class MV, class OP, class NormType>
82class LinearSolver :
83 public Trilinos::Details::LinearSolver<MV, OP, NormType>,
84 virtual public Teuchos::Describable
85{
86
87#ifdef HAVE_AMESOS2_EPETRA
88 static_assert(! std::is_same<OP, Epetra_MultiVector>::value,
89 "Amesos2::Details::LinearSolver: OP = Epetra_MultiVector. "
90 "This probably means that you mixed up MV and OP.");
91 static_assert(! std::is_same<MV, Epetra_Operator>::value,
92 "Amesos2::Details::LinearSolver: MV = Epetra_Operator. "
93 "This probably means that you mixed up MV and OP.");
94#endif // HAVE_AMESOS2_EPETRA
95
96public:
103 typedef typename GetMatrixType<OP>::type crs_matrix_type;
104 static_assert(! std::is_same<crs_matrix_type, int>::value,
105 "Amesos2::Details::LinearSolver: The given OP type is not "
106 "supported.");
107
109 typedef Amesos2::Solver<crs_matrix_type, MV> solver_type;
110
124 LinearSolver (const std::string& solverName) :
125 solverName_ (solverName)
126 {
127 // FIXME (mfh 25 Aug 2015) Ifpack2::Details::Amesos2Wrapper made
128 // the unfortunate choice to attempt to guess solvers that exist.
129 // Thus, alas, for the sake of backwards compatibility, we must
130 // make an attempt to guess for the user. Furthermore, for strict
131 // backwards compatibility, we should preserve the same (rather
132 // arbitrary) list of choices, in the same order.
133 if (solverName == "") {
134 // KLU2 is the default solver.
135 if (Amesos2::query ("klu2")) {
136 solverName_ = "klu2";
137 }
138 else if (Amesos2::query ("superlu")) {
139 solverName_ = "superlu";
140 }
141 else if (Amesos2::query ("superludist")) {
142 solverName_ = "superludist";
143 }
144 else if (Amesos2::query ("cholmod")) {
145 solverName_ = "cholmod";
146 }
147 else if (Amesos2::query ("cusolver")) {
148 solverName_ = "cusolver";
149 }
150 else if (Amesos2::query ("basker")) {
151 solverName_ = "basker";
152 }
153 else if (Amesos2::query ("shylubasker")) {
154 solverName_ = "shylubasker";
155 }
156 else if (Amesos2::query ("ShyLUBasker")) {
157 solverName_ = "shylubasker";
158 }
159 else if (Amesos2::query ("superlumt")) {
160 solverName_ = "superlumt";
161 }
162 else if (Amesos2::query ("pardiso_mkl")) {
163 solverName_ = "pardiso_mkl";
164 }
165 else if (Amesos2::query ("css_mkl")) {
166 solverName_ = "css_mkl";
167 }
168 else if (Amesos2::query ("mumps")) {
169 solverName_ = "mumps";
170 }
171 else if (Amesos2::query ("lapack")) {
172 solverName_ = "lapack";
173 }
174 else if (Amesos2::query ("umfpack")) {
175 solverName_ = "umfpack";
176 }
177 // We don't have to try to rescue the user if their empty solver
178 // name didn't catch any of the above choices.
179 }
180 }
181
183 virtual ~LinearSolver () {}
184
189 void setMatrix (const Teuchos::RCP<const OP>& A) {
190 using Teuchos::null;
191 using Teuchos::RCP;
192 using Teuchos::TypeNameTraits;
193 typedef crs_matrix_type MAT;
194 const char prefix[] = "Amesos2::Details::LinearSolver::setMatrix: ";
195
196 if (A.is_null ()) {
197 solver_ = Teuchos::null;
198 }
199 else {
200 // FIXME (mfh 24 Jul 2015) Even though Amesos2 solvers currently
201 // require a CrsMatrix input, we could add a copy step in order
202 // to let them take a RowMatrix. The issue is that this would
203 // require keeping the original matrix around, and copying again
204 // if it changes.
205 RCP<const MAT> A_mat = Teuchos::rcp_dynamic_cast<const MAT> (A);
206 TEUCHOS_TEST_FOR_EXCEPTION
207 (A_mat.is_null (), std::invalid_argument,
208 "Amesos2::Details::LinearSolver::setMatrix: "
209 "The input matrix A must be a CrsMatrix.");
210 if (solver_.is_null ()) {
211 // Amesos2 solvers must be created with a nonnull matrix.
212 // Thus, we don't actually create the solver until setMatrix
213 // is called for the first time with a nonnull matrix.
214 // Furthermore, Amesos2 solvers do not accept a null matrix
215 // (to setA), so if setMatrix is called with a null matrix, we
216 // free the solver.
217 RCP<solver_type> solver;
218 try {
219 solver = Amesos2::create<MAT, MV> (solverName_, A_mat, null, null);
220 }
221 catch (std::exception& e) {
222 TEUCHOS_TEST_FOR_EXCEPTION
223 (true, std::invalid_argument, prefix << "Failed to create Amesos2 "
224 "solver named \"" << solverName_ << "\". "
225 "Amesos2::create<MAT = " << TypeNameTraits<MAT>::name ()
226 << ", MV = " << TypeNameTraits<MV>::name ()
227 << " threw an exception: " << e.what ());
228 }
229 TEUCHOS_TEST_FOR_EXCEPTION
230 (solver.is_null (), std::invalid_argument, prefix << "Failed to "
231 "create Amesos2 solver named \"" << solverName_ << "\". "
232 "Amesos2::create<MAT = " << TypeNameTraits<MAT>::name ()
233 << ", MV = " << TypeNameTraits<MV>::name ()
234 << " returned null.");
235
236 // Use same parameters as before, if user set parameters.
237 if (! params_.is_null ()) {
238 solver->setParameters (params_);
239 }
240 solver_ = solver;
241 } else if (A_ != A) {
242 solver_->setA (A_mat);
243 }
244 }
245
246 // We also have to keep a pointer to A, so that getMatrix() works.
247 A_ = A;
248 }
249
251 Teuchos::RCP<const OP> getMatrix () const {
252 return A_;
253 }
254
256 void solve (MV& X, const MV& B) {
257 const char prefix[] = "Amesos2::Details::LinearSolver::solve: ";
258 TEUCHOS_TEST_FOR_EXCEPTION
259 (solver_.is_null (), std::runtime_error, prefix << "The solver does not "
260 "exist yet. You must call setMatrix() with a nonnull matrix before you "
261 "may call this method.");
262 TEUCHOS_TEST_FOR_EXCEPTION
263 (A_.is_null (), std::runtime_error, prefix << "The matrix has not been "
264 "set yet. You must call setMatrix() with a nonnull matrix before you "
265 "may call this method.");
266 solver_->solve (&X, &B);
267 }
268
270 void setParameters (const Teuchos::RCP<Teuchos::ParameterList>& params) {
271 if (! solver_.is_null ()) {
272 solver_->setParameters (params);
273 }
274 // Remember them, so that if the solver gets recreated, we'll have
275 // the original parameters.
276 params_ = params;
277 }
278
281 void symbolic () {
282 const char prefix[] = "Amesos2::Details::LinearSolver::symbolic: ";
283 TEUCHOS_TEST_FOR_EXCEPTION
284 (solver_.is_null (), std::runtime_error, prefix << "The solver does not "
285 "exist yet. You must call setMatrix() with a nonnull matrix before you "
286 "may call this method.");
287 TEUCHOS_TEST_FOR_EXCEPTION
288 (A_.is_null (), std::runtime_error, prefix << "The matrix has not been "
289 "set yet. You must call setMatrix() with a nonnull matrix before you "
290 "may call this method.");
291 solver_->symbolicFactorization ();
292 }
293
296 void numeric () {
297 const char prefix[] = "Amesos2::Details::LinearSolver::numeric: ";
298 TEUCHOS_TEST_FOR_EXCEPTION
299 (solver_.is_null (), std::runtime_error, prefix << "The solver does not "
300 "exist yet. You must call setMatrix() with a nonnull matrix before you "
301 "may call this method.");
302 TEUCHOS_TEST_FOR_EXCEPTION
303 (A_.is_null (), std::runtime_error, prefix << "The matrix has not been "
304 "set yet. You must call setMatrix() with a nonnull matrix before you "
305 "may call this method.");
306 solver_->numericFactorization ();
307 }
308
310 std::string description () const {
311 using Teuchos::TypeNameTraits;
312 if (solver_.is_null ()) {
313 std::ostringstream os;
314 os << "\"Amesos2::Details::LinearSolver\": {"
315 << "MV: " << TypeNameTraits<MV>::name ()
316 << ", OP: " << TypeNameTraits<OP>::name ()
317 << ", NormType: " << TypeNameTraits<NormType>::name ()
318 << "}";
319 return os.str ();
320 } else {
321 return solver_->description ();
322 }
323 }
324
326 void
327 describe (Teuchos::FancyOStream& out,
328 const Teuchos::EVerbosityLevel verbLevel =
329 Teuchos::Describable::verbLevel_default) const
330 {
331 using Teuchos::TypeNameTraits;
332 using std::endl;
333 if (solver_.is_null ()) {
334 if (verbLevel > Teuchos::VERB_NONE) {
335 Teuchos::OSTab tab0 (out);
336 out << "\"Amesos2::Details::LinearSolver\":" << endl;
337 Teuchos::OSTab tab1 (out);
338 out << "MV: " << TypeNameTraits<MV>::name () << endl
339 << "OP: " << TypeNameTraits<OP>::name () << endl
340 << "NormType: " << TypeNameTraits<NormType>::name () << endl;
341 }
342 }
343 if (! solver_.is_null ()) {
344 solver_->describe (out, verbLevel);
345 }
346 }
347
348private:
349 std::string solverName_;
350 Teuchos::RCP<solver_type> solver_;
351 Teuchos::RCP<const OP> A_;
352 Teuchos::RCP<Teuchos::ParameterList> params_;
353};
354
355template<class MV, class OP, class NormType>
356Teuchos::RCP<Trilinos::Details::LinearSolver<MV, OP, NormType> >
358getLinearSolver (const std::string& solverName)
359{
360 using Teuchos::rcp;
361 return rcp (new Amesos2::Details::LinearSolver<MV, OP, NormType> (solverName));
362}
363
364template<class MV, class OP, class NormType>
365void
368{
369#ifdef HAVE_TEUCHOSCORE_CXX11
370 typedef std::shared_ptr<Amesos2::Details::LinearSolverFactory<MV, OP, NormType> > ptr_type;
371 //typedef std::shared_ptr<Trilinos::Details::LinearSolverFactory<MV, OP> > base_ptr_type;
372#else
373 typedef Teuchos::RCP<Amesos2::Details::LinearSolverFactory<MV, OP, NormType> > ptr_type;
374 //typedef Teuchos::RCP<Trilinos::Details::LinearSolverFactory<MV, OP> > base_ptr_type;
375#endif // HAVE_TEUCHOSCORE_CXX11
376
378 Trilinos::Details::registerLinearSolverFactory<MV, OP, NormType> ("Amesos2", factory);
379}
380
381} // namespace Details
382} // namespace Amesos2
383
384// Macro for doing explicit instantiation of
385// Amesos2::Details::LinearSolverFactory, for Tpetra objects, with
386// given Tpetra template parameters (SC = Scalar, LO = LocalOrdinal,
387// GO = GlobalOrdinal, NT = Node).
388//
389// We don't have to protect use of Tpetra objects here, or include
390// any header files for them, because this is a macro definition.
391#define AMESOS2_DETAILS_LINEARSOLVERFACTORY_INSTANT(SC, LO, GO, NT) \
392 template class Amesos2::Details::LinearSolverFactory<Tpetra::MultiVector<SC, LO, GO, NT>, \
393 Tpetra::Operator<SC, LO, GO, NT>, \
394 typename Tpetra::MultiVector<SC, LO, GO, NT>::mag_type>;
395
396#endif // AMESOS2_DETAILS_LINEARSOLVERFACTORY_DEF_HPP
Contains declarations for Amesos2::create and Amesos2::query.
Interface for a "factory" that creates Amesos2 solvers.
Definition Amesos2_Details_LinearSolverFactory_decl.hpp:44
static void registerLinearSolverFactory()
Register this LinearSolverFactory with the central registry.
Definition Amesos2_Details_LinearSolverFactory_def.hpp:367
virtual Teuchos::RCP< Trilinos::Details::LinearSolver< MV, OP, NormType > > getLinearSolver(const std::string &solverName)
Get an instance of a Amesos2 solver.
Definition Amesos2_Details_LinearSolverFactory_def.hpp:358